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PreTeXt Sample Book: Abstract Algebra (SAMPLE ONLY)

Thomas W. Judson, Isaac Newton (Editor)

Section 3.5 Data Files

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<section xml:id="data-files">
    <title>Data Files</title>
    <p>
      In the following file of climate data,
      the first column is Year,
      second column is Global Average Temperature (Celcius),
      and the third column is Global Emmisions C02 (Giga-tons). [Normally you might place this inside a block with the <tag>datafile</tag>.]
    </p>

    <datafile label="file-global-climate-one" filename="ccdata1.txt" rows="18" cols="6" editable="yes">
<pre>
1850    -0.37     2.24E-7
1860    -0.34     3.94E-7
1870    -0.28     6.6E-7
1880    -0.24     1.1
1890    -0.42     1.72
1900    -0.2      2.38
1910    -0.49     3.34
1920    -0.25     4.01
1930    -0.14     4.53
1940     0.01     5.5
1950    -0.17     6.63
1960    -0.05     10.5
1970    -0.03     16
1980     0.09     20.3
1990     0.3      22.6
2000     0.29     24.9
2010     0.56     32.7
2019     0.74     33.3
</pre>
    </datafile>
<program label="python-average-climate" interactive="activecode" language="python">
<code>
ccfile = open("ccdata1.txt", "r")
for aline in ccfile:
values = aline.split()
print('In', values[0], 'the average temp. was', values[1], '°C and CO2 emmisions were', values[2], 'gigatons.')
ccfile.close()
</code>
</program>

    <data>
    <title>Stack Overflow Developer Survey</title>
    <p>
      [A data file can go lots of places.
      But to make it more prominent,
      and easy to cross-reference,
      it would be natural to put it into a <tag>data</tag> block.]
    </p>
    <p>
      Now that you are experienced with working with files lets look at a bit of the data set.
      The survey had 98,855 respondents.
      We will work with a sample of 2000 of those responses for this lab.
      In addition we have narrowed down the questions from 129 to just 13.
      The columns we have included in this data set are:
      <ol>
        <li>Respondent</li>
        <li>Country</li>
        <li>JobSatisfaction</li>
        <li>UndergradMajor</li>
        <li>ConvertedSalary</li>
        <li>Exercise</li>
        <li>Gender</li>
        <li>RaceEthnicity</li>
        <li>EducationParents</li>
        <li>HoursOutside</li>
        <li>Age</li>
        <li>LastNewJob</li>
        <li>LanguageWorkedWith</li>
      </ol>
    </p>
    <datafile label="stack-overflow-survey" filename="so_survey.csv" rows="10" cols="6" editable="no">
    <pre source="datafiles/stackoverflow.csv" />
    </datafile>
    </data>

    <datafile label="luther-bell" filename="luther-bell.jpg">
    <image source="datafiles/LutherBellPic.jpg" width="66%" />
    </datafile>
<program label="python-one-pixel" interactive="activecode" language="python">
<code>
import image
img = image.Image("luther-bell.jpg")
print(img.getWidth())
print(img.getHeight())
p = img.getPixel(45, 55)
print(p.getRed(), p.getGreen(), p.getBlue())
</code>
</program>
    <computation>
    <title>Golden Gate Bridge Image processing</title>
    <p>
      This image has a Creative Commons license,
      but we've lost track of the exact terms.
    </p>
    <p>
      [Now a data file and a program to process it,
      all bundled up inside a <tag>computation</tag>,
      since an <tag>example</tag> gets knowled and the ActiveCode does not fill.]
    </p>

    <datafile label="golden-gate" filename="golden_gate.png">
    <image source="datafiles/golden-gate-bridge.png" width="50%" />
    </datafile>
    <p>
      This program changes every pixel of the image.
    </p>
<program label="python-change-pixels" interactive="activecode" language="python">
<code>
import image
img = image.Image("golden_gate.png")
win = image.ImageWin(img.getWidth(), img.getHeight())
img.draw(win)
# img.setDelay(delay, number of pixels between delay)
# setDelay(1, 400) will speed up a lot
img.setDelay(1,15)
for row in range(img.getHeight()):
for col in range(img.getWidth()):
p = img.getPixel(col, row)
newred = p.red * 1.4
newgreen =  p.green * .75
newblue =  p.blue * 1.1
newpixel = image.Pixel(newred, newgreen, newblue)
img.setPixel(col, row, newpixel)
img.draw(win)
win.exitonclick()
</code>
</program>
    </computation>
    <p>
      The examples above all use Python,
      which will run in your browser.
      Other languages will only run when a project is hosted on Runestone Academy servers.
      And in this case there is a small twist.
      You need to indicate which existing <tag>datafile</tag> your program needs,
      even if that seems obvious by reading the code.
      Use a <attr>datafile</attr> attribute on <tag>program</tag> that has a list of filenames.
      These are the filenames you set via the <attr>filename</attr> attribute of the <tag>datafile</tag> element,
      and are the names you use in your program's code.
      As before, no path information is neede, nor allowed.
    </p>
    <p>
      [2023-02-21: testing for single files first,
      list of several not yet implemented.]
    </p>
    <p>
      When the <attr>language</attr> attribute of a <tag>program</tag> is set to <c>python3</c> that means in-browser Python is not good enough,
      and you want the greater power and flexibility of having your code run on a Runestone Academy server.
      So this is our first example of using the <attr>datafile</attr> attribute.
    </p>
    <p>
      The data file is an abbreviated version of the example above,
      just to be different.
      And is not editable.
    </p>
    <datafile label="file-global-climate-two" filename="ccdata2.txt" rows="4" cols="6" editable="no">
<pre>
1900    -0.2      2.38
1910    -0.49     3.34
1920    -0.25     4.01
1930    -0.14     4.53
1940     0.01     5.5
1950    -0.17     6.63
1960    -0.05     10.5
1970    -0.03     16
1980     0.09     20.3
1990     0.3      22.6
2000     0.29     24.9
2010     0.56     32.7
2019     0.74     33.3
</pre>
    </datafile>
    <p>
      The program is identical to the above,
      but we specify <c>python3</c> as the language,
      and use the smaller file.
      So this example is only active when this content is hosted on a Runestone Academy server.
    </p>
<program label="python-average-climate-two" interactive="activecode" language="python3" datafile="ccdata2.txt">
<code>
ccfile = open("ccdata2.txt", "r")
for aline in ccfile:
values = aline.split()
print('In', values[0], 'the average temp. was', values[1], '°C and CO2 emmisions were', values[2], 'gigatons.')
ccfile.close()
</code>
</program>
    <p>
      [2023-02-24 Testing Java with multiple data files]
    </p>
    <data>
    <title>Flowers</title>
    <p>
      Two flower images as <tag>datafile</tag> for use in upcoming Java program.
    </p>

    <datafile label="flower1-datafile" filename="flower1.jpg">
    <image source="datafiles/flower-one.jpeg" width="17%" />
    </datafile>
    <datafile label="flower2-datafile" filename="flower2.jpg">
    <image source="datafiles/flower-two.jpeg" width="17%" />
    </datafile>
    </data>
<program label="java-flower-collage" interactive="activecode" language="java" datafile="flower1.jpg, flower2.jpg">

<code>
import java.awt.*;
import java.awt.font.*;
import java.awt.geom.*;
import java.awt.image.BufferedImage;
import java.text.*;
import java.util.*;
import java.util.List;
/**
* A class that represents a picture.  This class inherits from
* SimplePicture and allows the student to add functionality to
* the Picture class.
*
* @author Barbara Ericson ericson@cc.gatech.edu
*/
public class Picture extends SimplePicture
{
///////////////////// constructors //////////////////////////////////
/**
* Constructor that takes no arguments
*/
public Picture ()
{
/* not needed but use it to show students the implicit call to super()
* child constructors always call a parent constructor
*/
super();
}
/**
* Constructor that takes a file name and creates the picture
* @param fileName the name of the file to create the picture from
*/
public Picture(String fileName)
{
// let the parent class handle this fileName
super(fileName);
}
/**
* Constructor that takes the height and width
* @param height the height of the desired picture
* @param width the width of the desired picture
*/
public Picture(int width, int height)
{
// let the parent class handle this width and height
super(width,height);
}
/**
* Constructor that takes a picture and creates a
* copy of that picture
* @param copyPicture the picture to copy
*/
public Picture(Picture copyPicture)
{
// let the parent class do the copy
super(copyPicture);
}
/**
* Constructor that takes a buffered image
* @param image the buffered image to use
*/
public Picture(BufferedImage image)
{
super(image);
}
////////////////////// methods ///////////////////////////////////////
/**
* Method to return a string with information about this picture.
* @return a string with information about the picture such as fileName,
* height and width.
*/
public String toString()
{
String output = "Picture, filename " + getFileName() +
" height " + getHeight()
+ " width " + getWidth();
return output;
}
/**
zeroBlue() method sets the blue values at all pixels to zero
*/
public void zeroBlue()
{
Pixel[][] pixels = this.getPixels2D();
for (Pixel[] rowArray : pixels)
{
for (Pixel p: rowArray)
{
p.setBlue(0);
}
}
}
/* mirrorVertical() */
public void mirrorVertical()
{
Pixel[][] pixels = this.getPixels2D();
Pixel leftPixel = null;
Pixel rightPixel = null;
int width = pixels[0].length;
for (int row = 0; row &lt; pixels.length; row++)
{
for (int col = 0; col &lt; width / 2; col++)
{
leftPixel = pixels[row][col];
rightPixel = pixels[row][width - 1 - col];
rightPixel.setColor(leftPixel.getColor());
}
}
}
/** copy from the passed fromPic to the
* specified startRow and startCol in the
* current picture
* @param fromPic the picture to copy from
* @param startRow the start row to copy to
* @param startCol the start col to copy to
*/
public void copy(Picture fromPic,
int startRow, int startCol)
{
Pixel fromPixel = null;
Pixel toPixel = null;
Pixel[][] toPixels = this.getPixels2D();
Pixel[][] fromPixels = fromPic.getPixels2D();
for (int fromRow = 0, toRow = startRow;
fromRow &lt; fromPixels.length &amp;&amp;
toRow &lt; toPixels.length;
fromRow++, toRow++)
{
for (int fromCol = 0, toCol = startCol;
fromCol &lt; fromPixels[0].length &amp;&amp;
toCol &lt; toPixels[0].length;
fromCol++, toCol++)
{
fromPixel = fromPixels[fromRow][fromCol];
toPixel = toPixels[toRow][toCol];
toPixel.setColor(fromPixel.getColor());
}
}
}
public void createCollage()
{
// You can also try butterfly.jpg and snowflake.jpg
Picture flower1 = new Picture("flower1.jpg");
Picture flower2 = new Picture("flower2.jpg");
this.copy(flower1,0,0);
this.copy(flower2,100,0);
this.copy(flower1,200,0);
Picture flowerNoBlue = new Picture(flower2);
flowerNoBlue.zeroBlue();
this.copy(flowerNoBlue,300,0);
this.copy(flower1,400,0);
this.copy(flower2,500,0);
this.mirrorVertical();
this.show();
}
/* Main method for testing
*/
public static void main(String[] args)
{
Picture p = new Picture(500,500);
p.createCollage();
}
}

</code>
</program>


    <p>
      The following is experimental, as of 2023-07-05,
      and needs some organization, plus some credit to CSAwesome and Barb Ericson.
    </p>


    <datafile label="beach-datafile" filename="beach.jpg">
    <image source="datafiles/beach.jpg" width="17%" />
    </datafile>
    <datafile label="file-picture-classes-jar" filename="pictureClasses1.jar" editable="no" hide="yes">
<pre>

import java.awt.Image;
import java.awt.image.BufferedImage;
/**
* Interface to describe a digital picture.  A digital picture can have an
* associated file name.  It can have a title.  It has pixels
* associated with it and you can get and set the pixels.  You
* can get an Image from a picture or a BufferedImage.  You can load
* it from a file name or image.  You can show a picture.  You can
* explore a picture.  You can create a new image for it.
*
* @author Barb Ericson ericson@cc.gatech.edu
*/
public interface DigitalPicture
{
public String getFileName(); // get the file name that the picture came from
public String getTitle(); // get the title of the picture
public void setTitle(String title); // set the title of the picture
public int getWidth(); // get the width of the picture in pixels
public int getHeight(); // get the height of the picture in pixels
public Image getImage(); // get the image from the picture
public BufferedImage getBufferedImage(); // get the buffered image
public int getBasicPixel(int x, int y); // get the pixel information as an int
public void setBasicPixel(int x, int y, int rgb); // set the pixel information
public Pixel getPixel(int x, int y); // get the pixel information as an object
public Pixel[] getPixels(); // get all pixels in row-major order
public Pixel[][] getPixels2D(); // get 2-D array of pixels in row-major order
public void load(Image image); // load the image into the picture
public boolean load(String fileName); // load the picture from a file
public void show(); // show the picture
public boolean write(String fileName); // write out a file
}
import java.awt.Color;
/**
* Class that references a pixel in a picture. Pixel
* stands for picture element where picture is
* abbreviated pix.  A pixel has a column (x) and
* row (y) location in a picture.  A pixel knows how
* to get and set the red, green, blue, and alpha
* values in the picture.  A pixel also knows how to get
* and set the color using a Color object.
*
* @author Barb Ericson ericson@cc.gatech.edu
*/
public class Pixel
{
////////////////////////// fields ///////////////////////////////////
/** the digital picture this pixel belongs to */
private DigitalPicture picture;
/** the x (column) location of this pixel in the picture; (0,0) is top left */
private int x;
/** the y (row) location of this pixel in the picture; (0,0) is top left */
private int y;
////////////////////// constructors /////////////////////////////////
/**
* A constructor that takes the x and y location for the pixel and
* the picture the pixel is coming from
* @param picture the picture that the pixel is in
* @param x the x location of the pixel in the picture
* @param y the y location of the pixel in the picture
*/
public Pixel(DigitalPicture picture, int x, int y)
{
// set the picture
this.picture = picture;
// set the x location
this.x = x;
// set the y location
this.y = y;
}
///////////////////////// methods //////////////////////////////
/**
* Method to get the x location of this pixel.
* @return the x location of the pixel in the picture
*/
public int getX() { return x; }
/**
* Method to get the y location of this pixel.
* @return the y location of the pixel in the picture
*/
public int getY() { return y; }
/**
* Method to get the row (y value)
* @return the row (y value) of the pixel in the picture
*/
public int getRow() { return y; }
/**
* Method to get the column (x value)
* @return the column (x value) of the pixel
*/
public int getCol() { return x; }
/**
* Method to get the amount of alpha (transparency) at this pixel.
* It will be from 0-255.
* @return the amount of alpha (transparency)
*/
public int getAlpha() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the alpha value (starts at 25 so shift right 24)
// then and it with all 1's for the first 8 bits to keep
// end up with from 0 to 255
int alpha = (value &gt;&gt; 24) &amp; 0xff;
return alpha;
}
/**
* Method to get the amount of red at this pixel.  It will be
* from 0-255 with 0 being no red and 255 being as much red as
* you can have.
* @return the amount of red from 0 for none to 255 for max
*/
public int getRed() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the red value (starts at 17 so shift right 16)
// then AND it with all 1's for the first 8 bits to
// end up with a resulting value from 0 to 255
int red = (value &gt;&gt; 16) &amp; 0xff;
return red;
}
/**
* Method to get the red value from a pixel represented as an int
* @param value the color value as an int
* @return the amount of red
*/
public static int getRed(int value)
{
int red = (value &gt;&gt; 16) &amp; 0xff;
return red;
}
/**
* Method to get the amount of green at this pixel.  It will be
* from 0-255 with 0 being no green and 255 being as much green as
* you can have.
* @return the amount of green from 0 for none to 255 for max
*/
public int getGreen() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the green value (starts at 9 so shift right 8)
int green = (value &gt;&gt;  8) &amp; 0xff;
return green;
}
/**
* Method to get the green value from a pixel represented as an int
* @param value the color value as an int
* @return the amount of green
*/
public static int getGreen(int value)
{
int green = (value &gt;&gt; 8) &amp; 0xff;
return green;
}
/**
* Method to get the amount of blue at this pixel.  It will be
* from 0-255 with 0 being no blue and 255 being as much blue as
* you can have.
* @return the amount of blue from 0 for none to 255 for max
*/
public int getBlue() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the blue value (starts at 0 so no shift required)
int blue = value &amp; 0xff;
return blue;
}
/**
* Method to get the blue value from a pixel represented as an int
* @param value the color value as an int
* @return the amount of blue
*/
public static int getBlue(int value)
{
int blue = value &amp; 0xff;
return blue;
}
/**
* Method to get a color object that represents the color at this pixel.
* @return a color object that represents the pixel color
*/
public Color getColor()
{
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the red value (starts at 17 so shift right 16)
// then AND it with all 1's for the first 8 bits to
// end up with a resulting value from 0 to 255
int red = (value &gt;&gt; 16) &amp; 0xff;
// get the green value (starts at 9 so shift right 8)
int green = (value &gt;&gt;  8) &amp; 0xff;
// get the blue value (starts at 0 so no shift required)
int blue = value &amp; 0xff;
return new Color(red,green,blue);
}
/**
* Method to set the pixel color to the passed in color object.
* @param newColor the new color to use
*/
public void setColor(Color newColor)
{
// set the red, green, and blue values
int red = newColor.getRed();
int green = newColor.getGreen();
int blue = newColor.getBlue();
// update the associated picture
updatePicture(this.getAlpha(),red,green,blue);
}
/**
* Method to update the picture based on the passed color
* values for this pixel
* @param alpha the alpha (transparency) at this pixel
* @param red the red value for the color at this pixel
* @param green the green value for the color at this pixel
* @param blue the blue value for the color at this pixel
*/
public void updatePicture(int alpha, int red, int green, int blue)
{
// create a 32 bit int with alpha, red, green blue from left to right
int value = (alpha &lt;&lt; 24) + (red &lt;&lt; 16) + (green &lt;&lt; 8) + blue;
// update the picture with the int value
picture.setBasicPixel(x,y,value);
}
/**
* Method to correct a color value to be within 0 to 255
* @param the value to use
* @return a value within 0 to 255
*/
private static int correctValue(int value)
{
if (value &lt; 0)
value = 0;
if (value &gt; 255)
value = 255;
return value;
}
/**
* Method to set the red to a new red value
* @param value the new value to use
*/
public void setRed(int value)
{
// set the red value to the corrected value
int red = correctValue(value);
// update the pixel value in the picture
updatePicture(getAlpha(), red, getGreen(), getBlue());
}
/**
* Method to set the green to a new green value
* @param value the value to use
*/
public void setGreen(int value)
{
// set the green value to the corrected value
int green = correctValue(value);
// update the pixel value in the picture
updatePicture(getAlpha(), getRed(), green, getBlue());
}
/**
* Method to set the blue to a new blue value
* @param value the new value to use
*/
public void setBlue(int value)
{
// set the blue value to the corrected value
int blue = correctValue(value);
// update the pixel value in the picture
updatePicture(getAlpha(), getRed(), getGreen(), blue);
}
/**
* Method to set the alpha (transparency) to a new alpha value
* @param value the new value to use
*/
public void setAlpha(int value)
{
// make sure that the alpha is from 0 to 255
int alpha = correctValue(value);
// update the associated picture
updatePicture(alpha, getRed(), getGreen(), getBlue());
}
/**
* Method to get the distance between this pixel's color and the passed color
* @param testColor the color to compare to
* @return the distance between this pixel's color and the passed color
*/
public double colorDistance(Color testColor)
{
double redDistance = this.getRed() - testColor.getRed();
double greenDistance = this.getGreen() - testColor.getGreen();
double blueDistance = this.getBlue() - testColor.getBlue();
double distance = Math.sqrt(redDistance * redDistance +
greenDistance * greenDistance +
blueDistance * blueDistance);
return distance;
}
/**
* Method to compute the color distances between two color objects
* @param color1 a color object
* @param color2 a color object
* @return the distance between the two colors
*/
public static double colorDistance(Color color1,Color color2)
{
double redDistance = color1.getRed() - color2.getRed();
double greenDistance = color1.getGreen() - color2.getGreen();
double blueDistance = color1.getBlue() - color2.getBlue();
double distance = Math.sqrt(redDistance * redDistance +
greenDistance * greenDistance +
blueDistance * blueDistance);
return distance;
}
/**
* Method to get the average of the colors of this pixel
* @return the average of the red, green, and blue values
*/
public double getAverage()
{
double average = (getRed() + getGreen() + getBlue()) / 3.0;
return average;
}
/**
* Method to return a string with information about this pixel
* @return a string with information about this pixel
*/
public String toString()
{
return "Pixel row=" + getRow() +
" col=" + getCol() +
" red=" + getRed() +
" green=" + getGreen() +
" blue=" + getBlue();
}
}
import javax.imageio.ImageIO;
import java.awt.image.BufferedImage;
import javax.swing.ImageIcon;
import java.awt.*;
import java.io.*;
import java.awt.geom.*;
import java.io.ByteArrayOutputStream;
//import javax.xml.bind.DatatypeConverter;
import java.util.Base64;
import java.util.Scanner;
/**
* A class that represents a simple picture.  A simple picture may have
* an associated file name and a title.  A simple picture has pixels,
* width, and height.  A simple picture uses a BufferedImage to
* hold the pixels. You can also explore a simple picture.
*
* @author Barb Ericson ericson@cc.gatech.edu
*/
public class SimplePicture implements DigitalPicture
{
/////////////////////// Fields /////////////////////////
/**
* the file name associated with the simple picture
*/
private String fileName;
/**
* the path name for the file
*/
private String pathName;
/**
* the title of the simple picture
*/
private String title;
/**
* buffered image to hold pixels for the simple picture
*/
private BufferedImage bufferedImage;
/**
* extension for this file (jpg or bmp)
*/
private String extension;
/////////////////////// Constructors /////////////////////////
/**
* A Constructor that takes no arguments.  It creates a picture with
* a width of 200 and a height of 100 that is all white.
* A no-argument constructor must be given in order for a class to
* be able to be subclassed.  By default all subclasses will implicitly
* call this in their parent's no-argument constructor unless a
* different call to super() is explicitly made as the first line
* of code in a constructor.
*/
public SimplePicture()
{this(200,100);}
/**
* A Constructor that takes a file name and uses the file to create
* a picture
* @param fileName the file name to use in creating the picture
*/
public SimplePicture(String fileName)
{
// load the picture into the buffered image
load(fileName);
}
/**
* A constructor that takes the width and height desired for a picture and
* creates a buffered image of that size.  This constructor doesn't
* show the picture.  The pixels will all be white.
* @param width the desired width
* @param height the desired height
*/
public  SimplePicture(int width, int height)
{
bufferedImage = new BufferedImage(width, height, BufferedImage.TYPE_INT_RGB);
title = "None";
fileName = "None";
extension = "jpg";
setAllPixelsToAColor(Color.white);
}
/**
* A constructor that takes the width and height desired for a picture and
* creates a buffered image of that size.  It also takes the
* color to use for the background of the picture.
* @param width the desired width
* @param height the desired height
* @param theColor the background color for the picture
*/
public  SimplePicture(int width, int height, Color theColor)
{
this(width,height);
setAllPixelsToAColor(theColor);
}
/**
* A Constructor that takes a picture to copy information from
* @param copyPicture the picture to copy from
*/
public SimplePicture(SimplePicture copyPicture)
{
if (copyPicture.fileName != null)
{
this.fileName = new String(copyPicture.fileName);
this.extension = copyPicture.extension;
}
if (copyPicture.title != null)
this.title = new String(copyPicture.title);
if (copyPicture.bufferedImage != null)
{
this.bufferedImage = new BufferedImage(copyPicture.getWidth(),  copyPicture.getHeight(), BufferedImage.TYPE_INT_RGB);
this.copyPicture(copyPicture);
}
}
/**
* A constructor that takes a buffered image
* @param image the buffered image
*/
public SimplePicture(BufferedImage image)
{
this.bufferedImage = image;
title = "None";
fileName = "None";
extension = "jpg";
}
////////////////////////// Methods //////////////////////////////////
/**
* Method to get the extension for this picture
* @return the extension (jpg, bmp, giff, etc)
*/
public String getExtension() { return extension; }
/**
* Method that will copy all of the passed source picture into
* the current picture object
* @param sourcePicture  the picture object to copy
*/
public void copyPicture(SimplePicture sourcePicture)
{
Pixel sourcePixel = null;
Pixel targetPixel = null;
// loop through the columns
for (int sourceX = 0, targetX = 0;
sourceX &lt; sourcePicture.getWidth() &amp;&amp;
targetX &lt; this.getWidth();
sourceX++, targetX++)
{
// loop through the rows
for (int sourceY = 0, targetY = 0;
sourceY &lt; sourcePicture.getHeight() &amp;&amp;
targetY &lt; this.getHeight();
sourceY++, targetY++)
{
sourcePixel = sourcePicture.getPixel(sourceX,sourceY);
targetPixel = this.getPixel(targetX,targetY);
targetPixel.setColor(sourcePixel.getColor());
}
}
}
/**
* Method to set the color in the picture to the passed color
* @param color the color to set to
*/
public void setAllPixelsToAColor(Color color)
{
// loop through all x
for (int x = 0; x &lt; this.getWidth(); x++)
{
// loop through all y
for (int y = 0; y &lt; this.getHeight(); y++)
{
getPixel(x,y).setColor(color);
}
}
}
/**
* Method to get the buffered image
* @return the buffered image
*/
public BufferedImage getBufferedImage()
{
return bufferedImage;
}
/**
* Method to get a graphics object for this picture to use to draw on
* @return a graphics object to use for drawing
*/
public Graphics getGraphics()
{
return bufferedImage.getGraphics();
}
/**
* Method to get a Graphics2D object for this picture which can
* be used to do 2D drawing on the picture
*/
public Graphics2D createGraphics()
{
return bufferedImage.createGraphics();
}
/**
* Method to get the file name associated with the picture
* @return  the file name associated with the picture
*/
public String getFileName() { return fileName; }
/**
* Method to set the file name
* @param name the full pathname of the file
*/
public void setFileName(String name)
{
fileName = name;
}
/**
* Method to get the title of the picture
* @return the title of the picture
*/
public String getTitle()
{ return title; }
/**
* Method to set the title for the picture
* @param title the title to use for the picture
*/
public void setTitle(String title)
{
this.title = title;
}
/**
* Method to get the width of the picture in pixels
* @return the width of the picture in pixels
*/
public int getWidth() { return bufferedImage.getWidth(); }
/**
* Method to get the height of the picture in pixels
* @return  the height of the picture in pixels
*/
public int getHeight() { return bufferedImage.getHeight(); }
/**
* Method to get an image from the picture
* @return  the buffered image since it is an image
*/
public Image getImage()
{
return bufferedImage;
}
/**
* Method to return the pixel value as an int for the given x and y location
* @param x the x coordinate of the pixel
* @param y the y coordinate of the pixel
* @return the pixel value as an integer (alpha, red, green, blue)
*/
public int getBasicPixel(int x, int y)
{
return bufferedImage.getRGB(x,y);
}
/**
* Method to set the value of a pixel in the picture from an int
* @param x the x coordinate of the pixel
* @param y the y coordinate of the pixel
* @param rgb the new rgb value of the pixel (alpha, red, green, blue)
*/
public void setBasicPixel(int x, int y, int rgb)
{
bufferedImage.setRGB(x,y,rgb);
}
/**
* Method to get a pixel object for the given x and y location
* @param x  the x location of the pixel in the picture
* @param y  the y location of the pixel in the picture
* @return a Pixel object for this location
*/
public Pixel getPixel(int x, int y)
{
// create the pixel object for this picture and the given x and y location
Pixel pixel = new Pixel(this,x,y);
return pixel;
}
/**
* Method to get a one-dimensional array of Pixels for this simple picture
* @return a one-dimensional array of Pixel objects starting with y=0
* to y=height-1 and x=0 to x=width-1.
*/
public Pixel[] getPixels()
{
int width = getWidth();
int height = getHeight();
Pixel[] pixelArray = new Pixel[width * height];
// loop through height rows from top to bottom
for (int row = 0; row &lt; height; row++)
for (int col = 0; col &lt; width; col++)
pixelArray[row * width + col] = new Pixel(this,col,row);
return pixelArray;
}
/**
* Method to get a two-dimensional array of Pixels for this simple picture
* @return a two-dimensional array of Pixel objects in row-major order.
*/
public Pixel[][] getPixels2D()
{
int width = getWidth();
int height = getHeight();
Pixel[][] pixelArray = new Pixel[height][width];
// loop through height rows from top to bottom
for (int row = 0; row &lt; height; row++)
for (int col = 0; col &lt; width; col++)
pixelArray[row][col] = new Pixel(this,col,row);
return pixelArray;
}
/**
* Method to load the buffered image with the passed image
* @param image  the image to use
*/
public void load(Image image)
{
// get a graphics context to use to draw on the buffered image
Graphics2D graphics2d = bufferedImage.createGraphics();
// draw the image on the buffered image starting at 0,0
graphics2d.drawImage(image,0,0,null);
// show the new image
show();
}
/**
* Method to show the picture in a picture frame
*/
public void show()
{
try {
ByteArrayOutputStream output = new ByteArrayOutputStream();
ImageIO.write(this.bufferedImage, "png", output);
String result = Base64.getEncoder().encodeToString(output.toByteArray());
//BH: using Base64 instead of DatatypeConverter.printBase64Binary(output.toByteArray());
System.out.println("&amp;lt;img src=\'data:image/" + this.extension + ";base64," + result + "\'/&gt;");
} catch (IOException e) {
System.out.println("Errors occured in image conversion");
}
}
/**
* Method to open a picture explorer on a copy (in memory) of this
* simple picture
*/
/*
public void explore()
{
// create a copy of the current picture and explore it
new PictureExplorer(new SimplePicture(this));
}
*/
/**
* Method to load the picture from the passed file name
* @param fileName the file name to use to load the picture from
* @throws IOException if the picture isn't found
*/
public void loadOrFail(String fileName) throws IOException
{
// set the current picture's file name
this.fileName = fileName;
// set the extension
int posDot = fileName.lastIndexOf('.');
if (posDot &gt;= 0)
this.extension = fileName.substring(posDot + 1);
// get file location
String[] paths = fileName.split("/");
this.pathName = "";
if(paths.length != 1) {
for(int i = 0; i &lt; paths.length - 1; i++) {
this.pathName = this.pathName + paths[i] + "/";
}
}
// if the current title is null use the file name
if (title == null)
title = fileName;
File file = new File(this.fileName);
if (!file.canRead())
{
throw new IOException(this.fileName +
" could not be opened. Check that you specified the path");
}
this.bufferedImage = ImageIO.read(file);
}
/**
* Method to read the contents of the picture from a filename
* without throwing errors
* @param fileName the name of the file to write the picture to
* @return true if success else false
*/
public boolean load(String fileName)
{
try {
this.loadOrFail(fileName);
return true;
} catch (Exception ex) {
System.out.println("There was an error trying to open " + fileName);
bufferedImage = new BufferedImage(600,200,
BufferedImage.TYPE_INT_RGB);
addMessage("Couldn't load " + fileName,5,100);
return false;
}
}
/**
* Method to load the picture from the passed file name
* this just calls load(fileName) and is for name compatibility
* @param fileName the file name to use to load the picture from
* @return true if success else false
*/
public boolean loadImage(String fileName)
{
return load(fileName);
}
/**
* Method to draw a message as a string on the buffered image
* @param message the message to draw on the buffered image
* @param xPos  the x coordinate of the leftmost point of the string
* @param yPos  the y coordinate of the bottom of the string
*/
public void addMessage(String message, int xPos, int yPos)
{
// get a graphics context to use to draw on the buffered image
Graphics2D graphics2d = bufferedImage.createGraphics();
// set the color to white
graphics2d.setPaint(Color.white);
// set the font to Helvetica bold style and size 16
graphics2d.setFont(new Font("Helvetica",Font.BOLD,16));
// draw the message
graphics2d.drawString(message,xPos,yPos);
}
/**
* Method to draw a string at the given location on the picture
* @param text the text to draw
* @param xPos the left x for the text
* @param yPos the top y for the text
*/
public void drawString(String text, int xPos, int yPos)
{
addMessage(text,xPos,yPos);
}
/**
* Method to create a new picture by scaling the current
* picture by the given x and y factors
* @param xFactor the amount to scale in x
* @param yFactor the amount to scale in y
* @return the resulting picture
*/
public Picture scale(double xFactor, double yFactor)
{
// set up the scale transform
AffineTransform scaleTransform = new AffineTransform();
scaleTransform.scale(xFactor,yFactor);
// create a new picture object that is the right size
Picture result = new Picture((int) (getHeight() * yFactor),
(int) (getWidth() * xFactor));
// get the graphics 2d object to draw on the result
Graphics graphics = result.getGraphics();
Graphics2D g2 = (Graphics2D) graphics;
// draw the current image onto the result image scaled
g2.drawImage(this.getImage(),scaleTransform,null);
return result;
}
/**
* Method to create a new picture of the passed width.
* The aspect ratio of the width and height will stay
* the same.
* @param width the desired width
* @return the resulting picture
*/
public Picture getPictureWithWidth(int width)
{
// set up the scale transform
double xFactor = (double) width / this.getWidth();
Picture result = scale(xFactor,xFactor);
return result;
}
/**
* Method to create a new picture of the passed height.
* The aspect ratio of the width and height will stay
* the same.
* @param height the desired height
* @return the resulting picture
*/
public Picture getPictureWithHeight(int height)
{
// set up the scale transform
double yFactor = (double) height / this.getHeight();
Picture result = scale(yFactor,yFactor);
return result;
}
/**
* Method to load a picture from a file name and show it in a picture frame
* @param fileName the file name to load the picture from
* @return true if success else false
*/
public boolean loadPictureAndShowIt(String fileName)
{
boolean result = true;  // the default is that it worked
// try to load the picture into the buffered image from the file name
result = load(fileName);
// show the picture in a picture frame
show();
return result;
}
/**
* Method to write the contents of the picture to a file with
* the passed name
* @param fileName the name of the file to write the picture to
*/
public void writeOrFail(String fileName) throws IOException
{
String extension = this.extension; // the default is current
// create the file object
File file = new File(this.pathName + fileName);
//File fileLoc = file.getParentFile(); // directory name
// if there is no parent directory use the current media dir
//if (fileLoc == null)
//{
//fileName = FileChooser.getMediaPath(fileName);
//file = new File(fileName);
//fileLoc = file.getParentFile();
//}
// check that you can write to the directory
//if (!fileLoc.canWrite()) {
//    throw new IOException(fileName +
//    " could not be opened. Check to see if you can write to the directory.");
//}
// get the extension
int posDot = fileName.indexOf('.');
if (posDot &gt;= 0)
extension = fileName.substring(posDot + 1);
// write the contents of the buffered image to the file
ImageIO.write(bufferedImage, extension, file);
}
/**
* Method to write the contents of the picture to a file with
* the passed name without throwing errors
* @param fileName the name of the file to write the picture to
* @return true if success else false
*/
public boolean write(String fileName)
{
try {
this.writeOrFail(fileName);
return true;
} catch (Exception ex) {
System.out.println("There was an error trying to write " + fileName);
ex.printStackTrace();
return false;
}
}
/**
* Method to get the coordinates of the enclosing rectangle after this
* transformation is applied to the current picture
* @return the enclosing rectangle
*/
public Rectangle2D getTransformEnclosingRect(AffineTransform trans)
{
int width = getWidth();
int height = getHeight();
double maxX = width - 1;
double maxY = height - 1;
double minX, minY;
Point2D.Double p1 = new Point2D.Double(0,0);
Point2D.Double p2 = new Point2D.Double(maxX,0);
Point2D.Double p3 = new Point2D.Double(maxX,maxY);
Point2D.Double p4 = new Point2D.Double(0,maxY);
Point2D.Double result = new Point2D.Double(0,0);
Rectangle2D.Double rect = null;
// get the new points and min x and y and max x and y
trans.deltaTransform(p1,result);
minX = result.getX();
maxX = result.getX();
minY = result.getY();
maxY = result.getY();
trans.deltaTransform(p2,result);
minX = Math.min(minX,result.getX());
maxX = Math.max(maxX,result.getX());
minY = Math.min(minY,result.getY());
maxY = Math.max(maxY,result.getY());
trans.deltaTransform(p3,result);
minX = Math.min(minX,result.getX());
maxX = Math.max(maxX,result.getX());
minY = Math.min(minY,result.getY());
maxY = Math.max(maxY,result.getY());
trans.deltaTransform(p4,result);
minX = Math.min(minX,result.getX());
maxX = Math.max(maxX,result.getX());
minY = Math.min(minY,result.getY());
maxY = Math.max(maxY,result.getY());
// create the bounding rectangle to return
rect = new Rectangle2D.Double(minX,minY,maxX - minX + 1, maxY - minY + 1);
return rect;
}
/**
* Method to get the coordinates of the enclosing rectangle after this
* transformation is applied to the current picture
* @return the enclosing rectangle
*/
public Rectangle2D getTranslationEnclosingRect(AffineTransform trans)
{
return getTransformEnclosingRect(trans);
}
/**
* Method to return a string with information about this picture
* @return a string with information about the picture
*/
public String toString()
{
String output = "Simple Picture, filename " + fileName +
" height " + getHeight() + " width " + getWidth();
return output;
}
} // end of SimplePicture class

</pre>

    </datafile>
<program label="java-only-blue" interactive="activecode" language="java" datafile="pictureClasses1.jar, beach.jpg">
<code>

import java.awt.*;
import java.awt.font.*;
import java.awt.geom.*;
import java.awt.image.BufferedImage;
import java.text.*;
import java.util.*;
import java.util.List;
/**
* A class that represents a picture.  This class inherits from
* SimplePicture and allows the student to add functionality to
* the Picture class.
*
* @author Barbara Ericson ericson@cc.gatech.edu
*/
public class Picture extends SimplePicture
{
///////////////////// constructors //////////////////////////////////
/**
* Constructor that takes no arguments
*/
public Picture ()
{
/* not needed but use it to show students the implicit call to super()
* child constructors always call a parent constructor
*/
super();
}
/**
* Constructor that takes a file name and creates the picture
* @param fileName the name of the file to create the picture from
*/
public Picture(String fileName)
{
// let the parent class handle this fileName
super(fileName);
}
/**
* Constructor that takes the height and width
* @param height the height of the desired picture
* @param width the width of the desired picture
*/
public Picture(int height, int width)
{
// let the parent class handle this width and height
super(width,height);
}
/**
* Constructor that takes a picture and creates a
* copy of that picture
* @param copyPicture the picture to copy
*/
public Picture(Picture copyPicture)
{
// let the parent class do the copy
super(copyPicture);
}
/**
* Constructor that takes a buffered image
* @param image the buffered image to use
*/
public Picture(BufferedImage image)
{
super(image);
}
////////////////////// methods ///////////////////////////////////////
/**
* Method to return a string with information about this picture.
* @return a string with information about the picture such as fileName,
* height and width.
*/
public String toString()
{
String output = "Picture, filename " + getFileName() +
" height " + getHeight()
+ " width " + getWidth();
return output;
}
/**
zeroBlue() method sets the blue values at all pixels to zero
*/
public void zeroBlue()
{
Pixel[][] pixels = this.getPixels2D();
for (Pixel[] rowArray : pixels)
{
for (Pixel p: rowArray)
{
p.setBlue(0);
}
}
}
/*
keepOnlyBlue() method sets the blue values at all pixels to zero.
Add new method here and call it from main.
*/
/* Main method for testing
*/
public static void main(String[] args)
{
Picture pict = new Picture("beach.jpg");
pict.show();
pict.zeroBlue(); // Change this to call keepOnlyBlue()
pict.show();
}
}

</code>
<tests>

import static org.junit.Assert.*;
import org.junit.*;
import java.io.*;
import java.util.List;
import java.util.ArrayList;
import java.util.Arrays;
public class RunestoneTests extends CodeTestHelper
{
@Test
public void test1()
{
String target = "public void keepOnlyBlue()";
boolean passed = checkCodeContains("keepOnlyBlue() method",target);
assertTrue(passed);
}
@Test
public void test1b()
{
String target = ".keepOnlyBlue()";
boolean passed = checkCodeContains("Call to keepOnlyBlue() in main",target);
assertTrue(passed);
}
@Test
public void test2()
{
String target = ".setGreen(0);";
boolean passed = checkCodeContains("keepOnlyBlue() setting green pixels to the number 0",target);
assertTrue(passed);
}
@Test
public void test2b()
{
String target = ".setRed(0);";
boolean passed = checkCodeContains("keepOnlyBlue() setting red pixels to the number 0",target);
assertTrue(passed);
}
@Test
public void test3()
{
String target = "for";
String code = getCode();
int index = code.indexOf("public void keepOnlyBlue()");
boolean passed = false;
if (index &gt; 0) {
code = code.substring(index);
int num = countOccurences(code, target);
passed = num &gt;= 2;
}
getResults("true", ""+passed, "Checking that keepOnlyBlue() contains 2 for loops", passed);
assertTrue(passed);
}
}

</tests>
</program>
  </section>
In the following file of climate data, the first column is Year, second column is Global Average Temperature (Celcius), and the third column is Global Emmisions C02 (Giga-tons). [Normally you might place this inside a block with the <datafile>.]
View Source for datafile
<datafile label="file-global-climate-one" filename="ccdata1.txt" rows="18" cols="6" editable="yes">
<pre>
1850    -0.37     2.24E-7
1860    -0.34     3.94E-7
1870    -0.28     6.6E-7
1880    -0.24     1.1
1890    -0.42     1.72
1900    -0.2      2.38
1910    -0.49     3.34
1920    -0.25     4.01
1930    -0.14     4.53
1940     0.01     5.5
1950    -0.17     6.63
1960    -0.05     10.5
1970    -0.03     16
1980     0.09     20.3
1990     0.3      22.6
2000     0.29     24.9
2010     0.56     32.7
2019     0.74     33.3
</pre>
    </datafile>
Data: ccdata1.txt
View Source for program
<program label="python-average-climate" interactive="activecode" language="python">
<code>
ccfile = open("ccdata1.txt", "r")
for aline in ccfile:
values = aline.split()
print('In', values[0], 'the average temp. was', values[1], '°C and CO2 emmisions were', values[2], 'gigatons.')
ccfile.close()
</code>
</program>

Data 3.5.1. Stack Overflow Developer Survey.

View Source for data
<data>
<title>Stack Overflow Developer Survey</title>
<p>
  [A data file can go lots of places.
  But to make it more prominent,
  and easy to cross-reference,
  it would be natural to put it into a <tag>data</tag> block.]
</p>
<p>
  Now that you are experienced with working with files lets look at a bit of the data set.
  The survey had 98,855 respondents.
  We will work with a sample of 2000 of those responses for this lab.
  In addition we have narrowed down the questions from 129 to just 13.
  The columns we have included in this data set are:
  <ol>
    <li>Respondent</li>
    <li>Country</li>
    <li>JobSatisfaction</li>
    <li>UndergradMajor</li>
    <li>ConvertedSalary</li>
    <li>Exercise</li>
    <li>Gender</li>
    <li>RaceEthnicity</li>
    <li>EducationParents</li>
    <li>HoursOutside</li>
    <li>Age</li>
    <li>LastNewJob</li>
    <li>LanguageWorkedWith</li>
  </ol>
</p>
<datafile label="stack-overflow-survey" filename="so_survey.csv" rows="10" cols="6" editable="no">
<pre source="datafiles/stackoverflow.csv" />
</datafile>
</data>
[A data file can go lots of places. But to make it more prominent, and easy to cross-reference, it would be natural to put it into a <data> block.]
Now that you are experienced with working with files lets look at a bit of the data set. The survey had 98,855 respondents. We will work with a sample of 2000 of those responses for this lab. In addition we have narrowed down the questions from 129 to just 13. The columns we have included in this data set are:
  1. Respondent
  2. Country
  3. JobSatisfaction
  4. UndergradMajor
  5. ConvertedSalary
  6. Exercise
  7. Gender
  8. RaceEthnicity
  9. EducationParents
  10. HoursOutside
  11. Age
  12. LastNewJob
  13. LanguageWorkedWith
View Source for datafile
<datafile label="stack-overflow-survey" filename="so_survey.csv" rows="10" cols="6" editable="no">
<pre source="datafiles/stackoverflow.csv" />
</datafile>
Data: so_survey.csv
Respondent|Country|JobSatisfaction|UndergradMajor|ConvertedSalary|Exercise|Gender|RaceEthnicity|EducationParents|HoursOutside|Age|LastNewJob|LanguageWorkedWith
51900|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|94455.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|35 - 44 years old|Between 1 and 2 years ago|C;C#;Java;JavaScript;Objective-C;PHP;Swift;HTML;CSS
95836|Argentina|Slightly satisfied|A business discipline (ex. accounting, finance, marketing)|45600.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;CoffeeScript;JavaScript;Ruby;HTML;CSS;Bash/Shell
51710|Germany|Slightly dissatisfied|A social science (ex. anthropology, psychology, political science)|807756.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;Python;TypeScript;HTML;Bash/Shell
44125|United States|Moderately dissatisfied|A social science (ex. anthropology, psychology, political science)|175000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|45 - 54 years old|Between 1 and 2 years ago|JavaScript;Python
35167|United Kingdom|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|90288.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Go;JavaScript;Ruby;HTML;CSS
31721|Japan|Slightly dissatisfied|Information systems, information technology, or system administration|77433.0|3 - 4 times per week|Male|East Asian|They never completed any formal education|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;PHP
36729|Brazil|Moderately dissatisfied|Computer science, computer engineering, or software engineering|16848.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Primary/elementary school|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS
38620|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|73433.0|I don't typically exercise|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Groovy;Java;JavaScript;SQL;HTML;CSS;Bash/Shell
54695|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|82000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;Python;SQL
22810|Turkey|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|25428.0|I don't typically exercise|Male|Middle Eastern|Primary/elementary school|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#
6289|Germany|Extremely satisfied|Information systems, information technology, or system administration|79552.0|1 - 2 times per week|Male|White or of European descent|Primary/elementary school|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|Java;JavaScript;HTML
48220|Turkey|Moderately dissatisfied|Computer science, computer engineering, or software engineering|12720.0|1 - 2 times per week|Male|Middle Eastern|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;PHP;SQL;HTML;CSS
72519|Belgium|Extremely satisfied|Information systems, information technology, or system administration|44064.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C;C#;Erlang;Haskell;Java;JavaScript;Matlab;Objective-C;PHP;Python;R;SQL;VBA;VB.NET;Visual Basic 6;HTML;CSS
99498|Estonia|Slightly satisfied|Computer science, computer engineering, or software engineering|32316.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;Python;SQL;HTML;CSS
42989|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|57170.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;CoffeeScript;F#;JavaScript;SQL;VB.NET;HTML;CSS;Bash/Shell
75468|Ukraine|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|6684.0|Daily or almost every day|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;HTML;CSS
4814|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|50000.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;C++;C#;JavaScript;PHP;Python;SQL;Delphi/Object Pascal;HTML;CSS;Bash/Shell
62436|Argentina|Slightly dissatisfied|Computer science, computer engineering, or software engineering|27336.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|Java;JavaScript;Python;HTML;Bash/Shell
54029|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|115000.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|Assembly;C;C++;C#;Java;Bash/Shell
9393|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|70000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|45 - 54 years old|More than 4 years ago|Python;SQL;VB.NET;Visual Basic 6
80650|Australia|Extremely satisfied|Computer science, computer engineering, or software engineering|73576.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Go;Groovy;Java;JavaScript;Python;Kotlin;Delphi/Object Pascal;HTML;CSS
1105|Switzerland|Extremely satisfied|Computer science, computer engineering, or software engineering|99056.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C++;Go;Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
20184|Germany|Slightly dissatisfied|Computer science, computer engineering, or software engineering|67313.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
64870|France|Extremely satisfied|Mathematics or statistics|61194.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Matlab;Python;HTML;CSS
50097|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|78000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Between 2 and 4 years ago|Java;JavaScript;HTML;CSS;Bash/Shell
45899|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|83000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|35 - 44 years old|More than 4 years ago|JavaScript;Objective-C;Python;Swift;HTML;CSS
1862|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|71597.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C++;C#;Java;JavaScript;HTML
41764|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|146000.0|Daily or almost every day|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Erlang;JavaScript;Ruby;HTML;CSS
566|Canada|Moderately dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|1000000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|Go;JavaScript;PHP;SQL;HTML;CSS
86353|United Kingdom|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|34726.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Python;SQL;HTML;CSS
47618|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|57400.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
49562|Mexico|Slightly dissatisfied|Information systems, information technology, or system administration|22560.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;PHP;SQL;VB.NET;Visual Basic 6;HTML;CSS
98428|Philippines|Slightly dissatisfied|Computer science, computer engineering, or software engineering|119088.0|3 - 4 times per week|Male|East Asian;South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;Java;JavaScript;Python;TypeScript;HTML;CSS;Bash/Shell
97868|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|67313.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#
35152|Netherlands|Moderately dissatisfied|Web development or web design|58752.0|I don't typically exercise|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;HTML;CSS;Bash/Shell
20771|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|26513.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;VB.NET;HTML;CSS
25005|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|50000.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|C#;CoffeeScript;Java;JavaScript;SQL;HTML;CSS
60393|Australia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|115162.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C;C++;Python;Rust
43413|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|62486.0|1 - 2 times per week|Female|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;Julia;Bash/Shell
4998|Argentina|Slightly dissatisfied|Computer science, computer engineering, or software engineering|23500.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;HTML;CSS
20573|Qatar|Moderately satisfied|Computer science, computer engineering, or software engineering|75000.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
69177|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|36716.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C++
40065|Sri Lanka|Slightly satisfied|Information systems, information technology, or system administration|12000.0|1 - 2 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;HTML;CSS
58855|United States|Extremely satisfied|Information systems, information technology, or system administration|60000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;TypeScript;HTML;CSS
51948|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|110000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C++;C#;CoffeeScript;JavaScript;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
62327|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|44916.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C#;Java;JavaScript;SQL;VBA;HTML;CSS;Bash/Shell
84278|Russian Federation|Slightly satisfied|Information systems, information technology, or system administration|25476.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;Python;Bash/Shell
16749|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|143328.0|Daily or almost every day|Female;Non-binary, genderqueer, or gender non-conforming|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Haskell;Java;JavaScript;TypeScript;Ocaml;HTML;CSS;Bash/Shell
100350|The former Yugoslav Republic of Macedonia|Slightly satisfied|Computer science, computer engineering, or software engineering|7152.0|1 - 2 times per week|Male|White or of European descent|Associate degree|1 - 2 hours|18 - 24 years old|Less than a year ago|Assembly;C++;C#;F#;Java;SQL;CSS
71690|Canada|Extremely satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|72469.0|3 - 4 times per week|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Python;HTML;CSS;Bash/Shell
6329|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|72469.0|1 - 2 times per week|Male|South Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Python;HTML;CSS
76220|United Kingdom|Extremely dissatisfied|Computer science, computer engineering, or software engineering|48616.0|1 - 2 times per week|Female|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
21455|United States|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|70000.0|1 - 2 times per week|Non-binary, genderqueer, or gender non-conforming|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;CoffeeScript;Groovy;Java;JavaScript;Objective-C;Ruby;SQL;Swift;HTML;CSS;Bash/Shell
26541|Italy|Moderately satisfied|Computer science, computer engineering, or software engineering|440592.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;SQL;HTML;CSS
5282|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|70368.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
1859|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|82890.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
94909|Mexico|Extremely satisfied|Computer science, computer engineering, or software engineering|19980.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Primary/elementary school|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C#;Java;JavaScript;PHP;SQL;HTML;CSS
91689|Netherlands|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|44064.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
62081|Netherlands|Extremely satisfied|Mathematics or statistics|41124.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
15965|Germany|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|67313.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|3 - 4 hours|35 - 44 years old|Less than a year ago|JavaScript;Ruby;VBA
62544|India|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|12396.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;PHP;Python;Ruby;SQL;TypeScript;Visual Basic 6;HTML;CSS;Bash/Shell
92573|Japan|Slightly dissatisfied|Computer science, computer engineering, or software engineering|36015.0|Daily or almost every day|Female|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|18 - 24 years old|Less than a year ago|C#;Java;SQL
55775|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|35000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|I've never had a job|C#;Java;JavaScript;Python;HTML;CSS
60088|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|50005.0|3 - 4 times per week|Male|White or of European descent|They never completed any formal education|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
83226|Israel|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|94788.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|Less than a year ago|Java;JavaScript;TypeScript;HTML;CSS
85616|Sweden|Moderately dissatisfied|Computer science, computer engineering, or software engineering|68868.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Groovy;Java;Python
19271|Sri Lanka|Moderately satisfied|Information systems, information technology, or system administration|11076.0|1 - 2 times per week|Male|South Asian|Some college/university study without earning a degree|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|C;JavaScript;Objective-C;PHP;Swift;Kotlin;HTML;CSS
20776|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|120000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript;PHP;Python;HTML;CSS;Bash/Shell
61323|India|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|150288.0|I don't typically exercise|Male|South Asian|Primary/elementary school|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Objective-C;Swift;TypeScript;HTML;CSS
92023|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|72209.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C++;C#;Python;Bash/Shell
29397|New Zealand|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|1000000.0|Daily or almost every day|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|Java;JavaScript;Perl;Python;SQL;VBA;HTML;Bash/Shell
22450|Germany|Slightly satisfied|Mathematics or statistics|44060.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;Java;JavaScript;Matlab;PHP;Python;R;HTML;CSS
32148|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|58410.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS
79753|United Kingdom|Neither satisfied nor dissatisfied|Web development or web design|41671.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|JavaScript;Objective-C;Python;Swift;TypeScript;HTML;CSS;Bash/Shell
96505|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|137000.0|1 - 2 times per week|Female|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript;Python;HTML;CSS;Bash/Shell
3462|United Kingdom|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|83342.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;Groovy;Java;Python;Ruby;Bash/Shell
86789|Belgium|Extremely satisfied|Computer science, computer engineering, or software engineering|26436.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;Objective-C;PHP;SQL;HTML;Bash/Shell
77857|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|260000.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|JavaScript;HTML;CSS
34236|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|115000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|55 - 64 years old|More than 4 years ago|C++;C#;Java;JavaScript;SQL;HTML;CSS
55287|United States|Slightly satisfied|Mathematics or statistics|145000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|35 - 44 years old|Between 1 and 2 years ago|Java;Python;Scala;SQL;Bash/Shell
89804|United States|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|114000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;PHP;Python;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
42366|Bangladesh|Moderately satisfied|Computer science, computer engineering, or software engineering|9552.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;Java;JavaScript;PHP;Python;SQL;VBA;VB.NET;HTML;CSS
4505|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|58752.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS
34225|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|50005.0|Daily or almost every day|Male;Non-binary, genderqueer, or gender non-conforming|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Python;HTML;CSS;Bash/Shell
52702|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|57576.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|JavaScript;SQL;HTML;CSS
50169|United Kingdom|Moderately dissatisfied|Web development or web design|241692.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;TypeScript;HTML;CSS
69694|United States|Slightly satisfied|I never declared a major|65000.0|I don't typically exercise|Male|White or of European descent|Associate degree|Less than 30 minutes|18 - 24 years old|Less than a year ago|C#;Go;Java;SQL;VB.NET;HTML;CSS;Bash/Shell
83115|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|66674.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;Swift;Kotlin;Bash/Shell
40830|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|45000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C++;C#;Java;JavaScript;Objective-C;SQL;Swift;HTML;CSS
71351|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|83000.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C;C++;C#;Visual Basic 6;Bash/Shell
19495|Belgium|Moderately satisfied|Computer science, computer engineering, or software engineering|30840.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
9180|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|67977.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;PHP;SQL;TypeScript;VB.NET;HTML;CSS
101526|Lithuania|Moderately dissatisfied|Computer science, computer engineering, or software engineering|44064.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Python;SQL;CSS;Bash/Shell
34897|Serbia|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|11784.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Swift
28328|Belgium|Slightly satisfied|Computer science, computer engineering, or software engineering|1000000.0|1 - 2 times per week|Female|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;Python;SQL;HTML;CSS
14652|Austria|Extremely satisfied|Computer science, computer engineering, or software engineering|85671.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;Swift;HTML;CSS
14638|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|112000.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;C#;Java;Python;SQL;Kotlin;HTML;CSS;Bash/Shell
31224|Australia|Moderately dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|53582.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|JavaScript;Python;HTML;CSS;Bash/Shell
90398|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|59880.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;Java;JavaScript;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
73197|Germany|Slightly dissatisfied|Computer science, computer engineering, or software engineering|63642.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Java
61385|United Kingdom|Moderately dissatisfied|Computer science, computer engineering, or software engineering|45838.0|I don't typically exercise|Non-binary, genderqueer, or gender non-conforming|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;C++;JavaScript;HTML;CSS;Bash/Shell
71885|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|79552.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Go;Java;JavaScript;Lua;Python;R;SQL;HTML;CSS;Bash/Shell
89480|Canada|Neither satisfied nor dissatisfied|A business discipline (ex. accounting, finance, marketing)|40261.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|CoffeeScript;JavaScript;Ruby;SQL;HTML;CSS
57133|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|75000.0|3 - 4 times per week|Female|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Go;JavaScript;HTML;CSS;Bash/Shell
50575|United Kingdom|Moderately satisfied|Information systems, information technology, or system administration|62507.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;SQL
9757|United Kingdom|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|73619.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
7628|France|Extremely dissatisfied|Computer science, computer engineering, or software engineering|110149.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;HTML;CSS
83801|Netherlands|Slightly satisfied|Information systems, information technology, or system administration|61194.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|C#;SQL
99551|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|70138.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Go;Java;JavaScript;Objective-C;Python;Swift;TypeScript;Kotlin
13809|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|61194.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|Go;Java;JavaScript;Perl;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
45507|Denmark|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|77416.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
57858|Poland|Moderately dissatisfied|A humanities discipline (ex. literature, history, philosophy)|73428.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|CoffeeScript;JavaScript;Ruby;SQL;HTML;CSS
14173|Pakistan|Slightly dissatisfied|Computer science, computer engineering, or software engineering|12000.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Assembly;C;C++;C#;JavaScript;Matlab;Objective-C;PHP;SQL;Swift
87452|United Kingdom|Moderately satisfied|I never declared a major|566724.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;PHP;Python;VB.NET;Delphi/Object Pascal;HTML;CSS
8752|United States|Extremely satisfied|Web development or web design|70000.0|3 - 4 times per week|Male|Native American, Pacific Islander, or Indigenous Australian;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;PHP;HTML;CSS;Bash/Shell
60397|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|2000000.0|3 - 4 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|CoffeeScript;Go;Java;JavaScript;Python;Scala;SQL
27294|France|Moderately satisfied|Computer science, computer engineering, or software engineering|48955.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
21557|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|65000.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|Python;HTML
90588|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|152000.0|3 - 4 times per week|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|C;C++;Groovy;Java;JavaScript;SQL;Bash/Shell
74127|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|120000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Groovy;Java;JavaScript;Python;Ruby;SQL;TypeScript;Kotlin;Ocaml;HTML;CSS;Bash/Shell
76121|Germany|Slightly satisfied|Computer science, computer engineering, or software engineering|74316.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
17443|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|80000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|PHP;SQL;HTML;Bash/Shell
17481|Netherlands|Slightly dissatisfied|Computer science, computer engineering, or software engineering|22030.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C;C++;JavaScript;Python;HTML;CSS
101129|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|30597.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;Go;Java;JavaScript;R;Rust;Scala;SQL;TypeScript;Kotlin;HTML;CSS;Bash/Shell
73468|Germany|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|75880.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|C;C++;C#;JavaScript;PHP;SQL;HTML;Bash/Shell
27037|Denmark|Moderately satisfied|Computer science, computer engineering, or software engineering|78900.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;TypeScript
46999|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|150000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;F#;Java;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
59557|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|85000.0|3 - 4 times per week|Male|Black or of African descent|Other doctoral degree (Ph.D, Ed.D., etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|Java;Python;R;SQL;VBA
36288|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|48000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|JavaScript;Matlab;TypeScript;Kotlin;HTML;CSS;Bash/Shell
34997|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|48300.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
96751|United States|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|100000.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|Less than 30 minutes|45 - 54 years old|More than 4 years ago|Java;JavaScript;PHP;SQL;VBA;HTML;CSS
59125|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|50179.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
42688|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|40000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C#;Java;JavaScript;SQL;TypeScript;VB.NET;HTML;CSS
50437|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|77100.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Java;JavaScript;SQL;HTML;Bash/Shell
13782|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|123000.0|Daily or almost every day|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 1 and 2 years ago|Java;Kotlin
27915|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|108000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Go;JavaScript;SQL;HTML;CSS;Bash/Shell
69925|Canada|Extremely satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|72469.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Ruby;HTML;CSS
96804|Brazil|Extremely satisfied|Information systems, information technology, or system administration|30504.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Go;Java;PHP
25904|United States|Extremely dissatisfied|Web development or web design|42000.0|Daily or almost every day|Female|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
31547|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|104000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;F#;Java;JavaScript;SQL;HTML;CSS;Bash/Shell
25690|Finland|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|64620.0|Daily or almost every day|Male|White or of European descent|Primary/elementary school|1 - 2 hours|45 - 54 years old|More than 4 years ago|Java;JavaScript;SQL
34181|United States|Extremely satisfied|Information systems, information technology, or system administration|28000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|C;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
76968|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|97826.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C#;JavaScript;PHP;SQL;HTML;CSS
68780|Australia|Moderately satisfied|Mathematics or statistics|71976.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|3 - 4 hours|25 - 34 years old|More than 4 years ago|C;C++;Python
47710|United Kingdom|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|194466.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|Less than a year ago|C#;SQL
74024|Russian Federation|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|24000.0|Daily or almost every day|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|PHP;Python;SQL;Bash/Shell
50677|China|Moderately dissatisfied|Computer science, computer engineering, or software engineering|37400.0|3 - 4 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;Java;Lua;Rust;Bash/Shell
78292|India|Moderately dissatisfied|Computer science, computer engineering, or software engineering|21133.0|Daily or almost every day|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;TypeScript;CSS
56626|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|50005.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
9541|Iran, Islamic Republic of...|Moderately satisfied|Computer science, computer engineering, or software engineering|23304.0|1 - 2 times per week|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
17867|Pakistan|Moderately satisfied|Computer science, computer engineering, or software engineering|8136.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;Objective-C;Python;Swift
6115|India|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|14089.0|1 - 2 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
233|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|105000.0|Daily or almost every day|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;Python;HTML;CSS
58499|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|85000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
80960|Bangladesh|Extremely satisfied|Computer science, computer engineering, or software engineering|48000.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;Java;JavaScript;PHP;SQL;HTML;CSS
25948|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|105000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS
83560|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|48955.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Java;JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
36407|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|68868.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C;C++;Python;Bash/Shell
53292|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|126000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|Java;JavaScript;PHP;Python;Bash/Shell
69311|Sweden|Moderately dissatisfied|Computer science, computer engineering, or software engineering|682692.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
62109|Georgia|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|29220.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Groovy;Java;JavaScript;SQL;Kotlin;HTML;CSS;Bash/Shell
38148|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|90000.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Ruby;HTML;CSS
48896|Spain|Slightly dissatisfied|Computer science, computer engineering, or software engineering|1000000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;Bash/Shell
632|United States|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|75000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
78373|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|135000.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|45 - 54 years old|Between 2 and 4 years ago|C;C++;Go;Java;JavaScript;Julia;Lua;Perl;PHP;Python;Ruby;SQL;HTML;CSS;Bash/Shell
78062|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|130000.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;R;SQL;HTML;CSS
43389|Romania|Moderately satisfied|Information systems, information technology, or system administration|17628.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Python;HTML;CSS
51075|South Africa|Moderately satisfied|Web development or web design|10872.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;VB.NET;HTML;CSS
58655|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|2000000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;PHP;HTML;CSS
45914|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|87800.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;Java;JavaScript;Python;HTML;CSS
54054|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|93000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C;C++
96458|Lithuania|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|51408.0|1 - 2 times per week|Male|White or of European descent|Associate degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|C;C++;C#;Go;Groovy;Java;JavaScript;Lua;Perl;PHP;Python;Ruby;SQL;HTML;CSS;Bash/Shell
68501|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|400000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C;C++;Matlab;Python;R;HTML;Bash/Shell
27846|United Kingdom|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|500052.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|Python;Scala;SQL;Bash/Shell
71610|India|Slightly satisfied|Computer science, computer engineering, or software engineering|11268.0|3 - 4 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|35 - 44 years old|More than 4 years ago|C;C++;C#;Java;JavaScript;SQL;VB.NET;HTML;CSS;Bash/Shell
43064|United States|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|90000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Erlang;JavaScript;PHP;SQL;Swift;HTML;CSS;Bash/Shell
79434|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|150000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C++;C#;JavaScript;TypeScript;HTML;CSS
92105|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|100000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|Less than a year ago|JavaScript;Ruby;TypeScript
91341|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|916764.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Groovy;Java;JavaScript;PHP;Python;Scala;SQL;TypeScript;HTML;CSS;Bash/Shell
71899|United States|Moderately satisfied|Information systems, information technology, or system administration|59000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|Java;JavaScript;PHP;R;SQL;HTML;CSS;Bash/Shell
2243|India|Extremely satisfied|Computer science, computer engineering, or software engineering|11724.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|35 - 44 years old|Less than a year ago|Java;JavaScript;Python;Scala;Kotlin;HTML;CSS
42435|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|115000.0|I don't typically exercise|Male|East Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
43236|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|50000.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Ruby;HTML;CSS
99014|Portugal|Moderately dissatisfied|Computer science, computer engineering, or software engineering|39164.0|3 - 4 times per week|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java;SQL
84028|India|Moderately satisfied|Computer science, computer engineering, or software engineering|15654.0|1 - 2 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Java;JavaScript;Python;HTML;CSS;Bash/Shell
63602|Spain|Moderately dissatisfied|Computer science, computer engineering, or software engineering|70350.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C#
65984|United States|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|82000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
41064|United States|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|25000.0|I don't typically exercise|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;VBA;HTML;CSS;Bash/Shell
19829|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|12000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Assembly;C++;C#;Java;JavaScript;Python;R;SQL;HTML;CSS
36969|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|36716.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;Erlang;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
48326|United Kingdom|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|650076.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;C#;Matlab;Python;Bash/Shell
9434|Poland|Moderately dissatisfied|Computer science, computer engineering, or software engineering|24696.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
25721|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|24478.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;VB.NET;Visual Basic 6;HTML;CSS
12916|Belarus|Moderately satisfied|Computer science, computer engineering, or software engineering|49308.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Objective-C;Swift
81997|Brazil|Extremely satisfied|Information systems, information technology, or system administration|22452.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
97467|United States|Slightly dissatisfied|A social science (ex. anthropology, psychology, political science)|85000.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;Ruby;HTML;CSS;Bash/Shell
91866|Bulgaria|Moderately satisfied|Computer science, computer engineering, or software engineering|9756.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|SQL;Delphi/Object Pascal
48114|South Africa|Moderately satisfied|Computer science, computer engineering, or software engineering|29664.0|I don't typically exercise|Male|Black or of African descent|Primary/elementary school|3 - 4 hours|35 - 44 years old|Between 1 and 2 years ago|C#;JavaScript;Perl;PHP;SQL;HTML;CSS
94729|Brazil|Extremely satisfied|Computer science, computer engineering, or software engineering|74856.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|PHP;Delphi/Object Pascal
70724|Brazil|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|6360.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|1 - 2 hours|18 - 24 years old|Less than a year ago|Java;JavaScript;PHP;HTML;CSS
79053|Czech Republic|Extremely satisfied|Computer science, computer engineering, or software engineering|73428.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|CoffeeScript;Go;JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
3034|Netherlands|Extremely satisfied|Computer science, computer engineering, or software engineering|60216.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C++;C#;Java;JavaScript;Matlab;Objective-C;PHP;SQL;Delphi/Object Pascal;HTML;CSS
40519|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|72000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|More than 4 years ago|Assembly;C;C#;VB.NET
26919|Denmark|Slightly dissatisfied|Computer science, computer engineering, or software engineering|87768.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Scala;TypeScript;HTML;CSS
90797|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|153000.0|1 - 2 times per week|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C;C++;C#;JavaScript;Matlab;Python;SQL;Bash/Shell
73676|India|Moderately satisfied|Computer science, computer engineering, or software engineering|3984.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Java;JavaScript;Swift;TypeScript;HTML;CSS
29857|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|55020.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
91701|France|Moderately satisfied|Computer science, computer engineering, or software engineering|47736.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|Java;Python;Scala;SQL;HTML
99652|Germany|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|20556.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;Java;Matlab;Python;SQL;VBA
7328|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|90000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
73680|Ireland|Moderately dissatisfied|Computer science, computer engineering, or software engineering|352476.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Haskell;JavaScript;PHP;Python;SQL;HTML;CSS
50527|India|Moderately satisfied|Computer science, computer engineering, or software engineering|4128.0|3 - 4 times per week|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;Java;JavaScript;HTML;CSS
979|Russian Federation|Slightly satisfied|Mathematics or statistics|28800.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C++;Java;JavaScript;PHP;Python;SQL;Visual Basic 6;Delphi/Object Pascal;HTML;CSS;Bash/Shell
42592|Switzerland|Moderately satisfied|Computer science, computer engineering, or software engineering|118872.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|45 - 54 years old|Between 1 and 2 years ago|Assembly;C;C++;C#;Java;JavaScript;SQL;TypeScript;VBA;VB.NET;Visual Basic 6;HTML;CSS;Bash/Shell
97920|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|54755.0|Daily or almost every day|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Python
20179|Hong Kong (S.A.R.)|Moderately satisfied|Computer science, computer engineering, or software engineering|76754.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;Python
20072|United States|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|70000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;SQL;TypeScript;HTML;CSS
51748|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|102000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;SQL
80139|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|141960.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
60418|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|160000.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;HTML;CSS;Bash/Shell
27251|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|36115.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;Go;JavaScript;PHP;Python;Rust;SQL;HTML;CSS;Bash/Shell
78798|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|79562.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|Assembly;Perl;Python;Ruby;SQL;HTML;CSS;Bash/Shell
32731|United States|Moderately satisfied|Mathematics or statistics|105000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
96407|Germany|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|96686.0|I don't typically exercise|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Go;Groovy;Java;Python;Ruby;Scala;SQL;HTML;CSS;Bash/Shell
28910|Singapore|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|59052.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;Java;Python
92718|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|62507.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
28835|Mexico|Extremely satisfied|Computer science, computer engineering, or software engineering|103140.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Primary/elementary school|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;SQL;Delphi/Object Pascal
82654|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|144000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Java;JavaScript;Matlab;HTML;CSS;Bash/Shell
74770|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|125000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;Groovy;JavaScript;PHP;Python;Ruby;SQL;TypeScript;VB.NET;HTML;Bash/Shell
21127|Germany|Slightly satisfied|Mathematics or statistics|29376.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;Java;JavaScript;Python;R;SQL;TypeScript;HTML;CSS;Bash/Shell
60626|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|97233.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Ruby;SQL;HTML
11953|Turkey|Extremely satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|25428.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|25 - 34 years old|Between 2 and 4 years ago|C#;CoffeeScript;Groovy;Java;JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS
52894|United States|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|110000.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;Python;Ruby;SQL;HTML;CSS;Bash/Shell
56008|United States|Slightly satisfied|A business discipline (ex. accounting, finance, marketing)|55000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;Ruby;SQL;HTML;CSS;Bash/Shell
12951|India|Slightly satisfied|Computer science, computer engineering, or software engineering|25047.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Python
87993|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|39699.0|Daily or almost every day|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Java;Python;SQL
45781|Netherlands|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|53851.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
68304|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|58752.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;SQL;HTML;CSS
36223|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|160000.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Go;Java;JavaScript;Objective-C;R;Ruby;Rust;Scala;HTML;CSS
13353|France|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|61194.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;Java;Bash/Shell
1422|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|140800.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Go;JavaScript;Python;Scala
27013|Mexico|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|20000.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Assembly;C#;JavaScript;SQL;HTML;CSS
81806|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|152794.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|35 - 44 years old|Between 2 and 4 years ago|Python
37503|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|86120.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;Python;Bash/Shell
64322|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|115000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;Go;JavaScript;PHP;TypeScript;HTML;CSS;Bash/Shell
74894|Russian Federation|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|33972.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
16235|Argentina|Extremely satisfied|Computer science, computer engineering, or software engineering|38136.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Python;R;SQL;HTML;Bash/Shell
13398|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|150000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|Less than a year ago|Assembly;C;C++;CoffeeScript;Clojure;JavaScript;Lua;Python;Rust;HTML;CSS;Bash/Shell
75170|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|48313.0|1 - 2 times per week|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Go;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
27884|Poland|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|22056.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Perl;SQL
87973|United States|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|140000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript
62138|United States|Moderately dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|70000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C#;JavaScript;Lua;PHP;Python
50736|Belarus|Extremely satisfied|Information systems, information technology, or system administration|27528.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Groovy;Java;JavaScript;Bash/Shell
95007|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|95000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;CoffeeScript;JavaScript;TypeScript;HTML;CSS
19505|United States|Extremely satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|95000.0|I don't typically exercise|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;HTML;CSS
49495|New Zealand|Moderately satisfied|Information systems, information technology, or system administration|1000000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C;C#;Java;JavaScript;Objective-C;Swift;HTML;CSS
38099|United Kingdom|Moderately satisfied|Information systems, information technology, or system administration|41671.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|JavaScript;PHP;Python;HTML;CSS;Bash/Shell
48266|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|126000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;Python;TypeScript;HTML;CSS
91534|China|Moderately satisfied|Computer science, computer engineering, or software engineering|32725.0|1 - 2 times per week|Male|East Asian|Primary/elementary school|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;Groovy;Java;JavaScript;SQL;HTML;CSS
8104|Brazil|Extremely dissatisfied|Computer science, computer engineering, or software engineering|11232.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;Objective-C;SQL;TypeScript;HTML;CSS;Bash/Shell
47331|Serbia|Slightly satisfied|Computer science, computer engineering, or software engineering|70500.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 1 and 2 years ago|C++;Java;JavaScript;Python;Scala;SQL;HTML;CSS;Bash/Shell
15819|India|Moderately satisfied|Computer science, computer engineering, or software engineering|7827.0|I don't typically exercise|Male|South Asian|Primary/elementary school|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|JavaScript;Python;TypeScript
15957|Czech Republic|Extremely satisfied|Computer science, computer engineering, or software engineering|20268.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C#;PHP;SQL;HTML;CSS
54501|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|140000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;TypeScript;HTML;CSS
8734|Lithuania|Extremely satisfied|Computer science, computer engineering, or software engineering|23796.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|3 - 4 hours|25 - 34 years old|More than 4 years ago|JavaScript;PHP;HTML;CSS;Bash/Shell
43219|New Zealand|Moderately satisfied|Computer science, computer engineering, or software engineering|631452.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;C++;C#;Go;JavaScript;Python;Rust;SQL;TypeScript;HTML;CSS;Bash/Shell
73138|India|Moderately satisfied|Computer science, computer engineering, or software engineering|6262.0|Daily or almost every day|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C++;Java;JavaScript;SQL;HTML;CSS
24294|United States|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|195000.0|Daily or almost every day|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;Python;Scala;SQL
161|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|120000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Go;JavaScript;Python;R;SQL;HTML;CSS;Bash/Shell
100021|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|58500.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C;Java;JavaScript;PHP;Python;SQL;HTML;Bash/Shell
12271|Germany|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|63642.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|Erlang;Go;Java;JavaScript;Lua;PHP;Python;Ruby;Scala;Cobol;HTML;CSS;Bash/Shell
95493|Romania|Moderately satisfied|Computer science, computer engineering, or software engineering|36720.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;Python;Bash/Shell
88632|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|107152.0|I don't typically exercise|Non-binary, genderqueer, or gender non-conforming|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;Python;HTML;CSS;Bash/Shell
13279|Romania|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|33780.0|Daily or almost every day|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;HTML;CSS
76677|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|30708.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|C;C++;Java;JavaScript;Matlab;Python;R;VBA;HTML;CSS
87157|Portugal|Moderately satisfied|Computer science, computer engineering, or software engineering|8808.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Clojure;Haskell;JavaScript;Python;HTML;CSS;Bash/Shell
24815|United Kingdom|Neither satisfied nor dissatisfied|A natural science (ex. biology, chemistry, physics)|69452.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Go;Scala;SQL
86897|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|41671.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|45 - 54 years old|Less than a year ago|C#;F#;JavaScript;PHP;Python;SQL;HTML;CSS
21899|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|89000.0|1 - 2 times per week|Female|White or of European descent|Associate degree|30 - 59 minutes|35 - 44 years old|Less than a year ago|JavaScript;PHP;HTML;CSS
76693|Canada|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|64417.0|I don't typically exercise|Female|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Python;R;SQL;HTML;CSS;Bash/Shell
23199|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|108000.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|C++;Objective-C;PHP;Python
97499|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|109000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Objective-C;Scala;SQL;HTML;CSS
71741|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|130000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;Python;Scala;TypeScript
12770|United Kingdom|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|101400.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|45 - 54 years old|More than 4 years ago|Assembly;C;Perl;Python;Bash/Shell
1036|Pakistan|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|2172.0|Daily or almost every day|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;C++;C#;Java;JavaScript;PHP;SQL;VB.NET;HTML;CSS
25907|United States|Slightly dissatisfied|A business discipline (ex. accounting, finance, marketing)|85000.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Python;R;SQL;Delphi/Object Pascal
66091|United Kingdom|Extremely dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|26808.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;Haskell;Python
66572|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|52933.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|3 - 4 hours|25 - 34 years old|More than 4 years ago|C++;C#;CoffeeScript;Go;Java;JavaScript;PHP;Python;SQL;HTML;CSS
28783|Romania|Moderately satisfied|Computer science, computer engineering, or software engineering|29376.0|I don't typically exercise|Female|White or of European descent|Associate degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|HTML;CSS
25944|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|36115.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|45 - 54 years old|Less than a year ago|JavaScript;PHP;Python;SQL;HTML;CSS
7957|France|Moderately satisfied|Computer science, computer engineering, or software engineering|22032.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|55 - 64 years old|Less than a year ago|C;C++;Java;JavaScript;Objective-C;PHP;Python;SQL;Visual Basic 6;HTML;CSS;Bash/Shell
78262|Switzerland|Moderately satisfied|Computer science, computer engineering, or software engineering|93842.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|C;Go;Perl;Python;SQL;Bash/Shell
35444|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|75000.0|1 - 2 times per week|Male|Black or of African descent;East Asian;Hispanic or Latino/Latina|Associate degree|3 - 4 hours|45 - 54 years old|More than 4 years ago|C#;Java;JavaScript;Perl;Visual Basic 6;HTML;Bash/Shell
62429|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|883428.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|JavaScript;TypeScript;HTML;CSS
97893|Indonesia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|111880.0|I don't typically exercise|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;Scala;SQL;Kotlin;HTML;CSS
97450|India|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|5640.0|I don't typically exercise|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|I've never had a job|Java;JavaScript;PHP;Python;SQL;HTML;CSS
94978|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|48313.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|JavaScript;PHP;Delphi/Object Pascal;HTML;CSS
48989|India|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|13619.0|1 - 2 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C;C++;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
54953|Italy|Slightly dissatisfied|Mathematics or statistics|381852.0|I don't typically exercise|Female|White or of European descent|Primary/elementary school|Less than 30 minutes|25 - 34 years old|Less than a year ago|Python;R;Scala;SQL
63438|Ukraine|Slightly satisfied|Computer science, computer engineering, or software engineering|24000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C++;JavaScript;Python;SQL;Bash/Shell
21169|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|38000.0|I don't typically exercise|Male|East Asian;South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C;JavaScript;Python;HTML
81659|Chile|Moderately dissatisfied|Information systems, information technology, or system administration|9912.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Over 4 hours|18 - 24 years old|Between 1 and 2 years ago|Groovy;Java;JavaScript;SQL;HTML;CSS
20022|United States|Slightly dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|92500.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C#;SQL;TypeScript
23928|New Zealand|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|74911.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C#;Groovy;Java;SQL;Bash/Shell
73270|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|90000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|JavaScript;PHP;Ruby;SQL;HTML;CSS;Bash/Shell
58397|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|38893.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C#;Go;Haskell;Java;JavaScript;PHP;Python;Scala;SQL;HTML;CSS;Bash/Shell
41705|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|74856.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C#;Java;JavaScript;SQL;TypeScript;Kotlin;Delphi/Object Pascal;HTML;CSS
29213|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|40261.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
16141|Argentina|Slightly dissatisfied|Information systems, information technology, or system administration|50844.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
7888|Iran, Islamic Republic of...|Moderately dissatisfied|Computer science, computer engineering, or software engineering|21648.0|1 - 2 times per week|Male|Middle Eastern|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Objective-C;Python;Swift
42002|Germany|Extremely satisfied|Information systems, information technology, or system administration|73428.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Java;JavaScript;Python;R;Ruby;Rust;Scala;SQL;Swift;HTML;CSS;Bash/Shell
19662|Taiwan|Slightly satisfied|Computer science, computer engineering, or software engineering|22368.0|I don't typically exercise|Male|East Asian|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Python;Ruby
64228|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|49404.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|Go;Groovy;Java;JavaScript;Python;Scala;Kotlin;HTML;Bash/Shell
79523|Germany|Moderately satisfied|Mathematics or statistics|73433.0|I don't typically exercise|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|JavaScript;PHP;Python;SQL;Bash/Shell
98224|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|77786.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C;C#
88422|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|106000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
75860|Austria|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|22032.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Matlab;R
88525|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|145000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;VB.NET;HTML;CSS
75420|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|130000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;TypeScript;HTML;CSS
71276|Sweden|Extremely satisfied|Computer science, computer engineering, or software engineering|224550.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Over 4 hours|25 - 34 years old|Between 2 and 4 years ago|C#;F#;SQL;VB.NET;Bash/Shell
65182|Belarus|Slightly dissatisfied|Computer science, computer engineering, or software engineering|11748.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#
37265|Brazil|Extremely satisfied|Computer science, computer engineering, or software engineering|52404.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java;Scala
2146|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|73000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;PHP;Ruby;SQL;VB.NET;HTML;CSS;Bash/Shell
82663|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|96000.0|Daily or almost every day|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|C;C++;Java;JavaScript;Lua;Perl;PHP;Python;R;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
62307|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|120000.0|3 - 4 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C;C#;SQL
62113|Colombia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|42000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
33973|United States|Extremely satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|72000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|Objective-C;Swift
76763|Czech Republic|Extremely satisfied|Computer science, computer engineering, or software engineering|40536.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;Python;SQL
25030|United States|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|128000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;Groovy;Java;JavaScript;Python;SQL;TypeScript;HTML;CSS
20403|South Africa|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|9888.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
40920|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|160000.0|I don't typically exercise|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C#;F#;JavaScript;SQL;CSS
94403|Romania|Moderately satisfied|Computer science, computer engineering, or software engineering|67560.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;Python;SQL;Swift;HTML;CSS;Bash/Shell
2697|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|50769.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|More than 4 years ago|Java;Bash/Shell
69237|India|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|25047.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#
100877|United States|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|135000.0|Daily or almost every day|Male|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|CoffeeScript;JavaScript;Python
38373|Canada|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|72469.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|Go;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
30518|Thailand|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|39492.0|3 - 4 times per week|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;PHP;Python;TypeScript;HTML;CSS
14866|India|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|35379.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|C#;Java;JavaScript;TypeScript;HTML;CSS
83946|Egypt|Moderately satisfied|Computer science, computer engineering, or software engineering|1020.0|I don't typically exercise|Male|Middle Eastern|Associate degree|3 - 4 hours|18 - 24 years old|Less than a year ago|Assembly;C++;C#;Groovy;Java;JavaScript;R;SQL;HTML;CSS
15325|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|90000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;SQL;Kotlin
83054|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|35292.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Scala;SQL;HTML;CSS;Bash/Shell
32758|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|20664.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;SQL
57764|United States|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|125000.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|CoffeeScript;JavaScript;Ruby;Rust;Bash/Shell
85168|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|93000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Groovy;Java;JavaScript;PHP;Python;Ruby;SQL;HTML;CSS;Bash/Shell
16206|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|70000.0|1 - 2 times per week|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Java;JavaScript;TypeScript;HTML;CSS
54436|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|82612.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;HTML;CSS
40563|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|62507.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|Java;JavaScript;Ruby;HTML;CSS;Bash/Shell
46381|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|59988.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;TypeScript;HTML;CSS
66863|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|95000.0|3 - 4 times per week|Female|Black or of African descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|PHP;Python
1668|Austria|Moderately satisfied|Computer science, computer engineering, or software engineering|61194.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Scala;SQL
9106|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|73433.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|CoffeeScript;JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
97921|Azerbaijan|Slightly satisfied|Computer science, computer engineering, or software engineering|44064.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|Java;SQL
41555|Italy|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|183582.0|3 - 4 times per week|Male|White or of European descent|Associate degree|1 - 2 hours|65 years or older|More than 4 years ago|Assembly;C++;C#;Python;SQL;VBA;VB.NET;Visual Basic 6;Cobol;HTML
56808|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|39164.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;C++;C#;JavaScript;HTML;CSS;Bash/Shell
10539|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|156000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|45 - 54 years old|Between 2 and 4 years ago|C#;Java;JavaScript;Kotlin;HTML;CSS;Bash/Shell
45687|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|94000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|CoffeeScript;JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
8628|Germany|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|17628.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C#
42827|United Kingdom|Moderately satisfied|Mathematics or statistics|48616.0|Daily or almost every day|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|R;SQL;VBA
64556|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|52089.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Objective-C;SQL;Swift;Bash/Shell
15629|United Kingdom|Slightly satisfied|Web development or web design|34726.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;Go;Groovy;Java;JavaScript;PHP;Python;SQL;HTML;CSS
28282|Italy|Slightly satisfied|Computer science, computer engineering, or software engineering|30597.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;SQL;TypeScript;HTML;CSS
16317|Bosnia and Herzegovina|Slightly dissatisfied|Computer science, computer engineering, or software engineering|15024.0|3 - 4 times per week|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|JavaScript;SQL;TypeScript;HTML;CSS
78299|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|80000.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Clojure;JavaScript;SQL;CSS;Bash/Shell
7335|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|125014.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
66330|Romania|Extremely satisfied|Computer science, computer engineering, or software engineering|29376.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C;C++;C#;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
37599|Austria|Moderately satisfied|Computer science, computer engineering, or software engineering|36720.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;Go;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
565|Latvia|Moderately satisfied|Computer science, computer engineering, or software engineering|31664.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Between 2 and 4 years ago|C#;JavaScript;TypeScript;HTML;CSS
45923|Israel|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|112344.0|I don't typically exercise|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|Less than a year ago|C#;Java
46902|South Africa|Moderately satisfied|Computer science, computer engineering, or software engineering|23916.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
42928|Netherlands|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|36716.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C++;C#;Python
26295|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|14089.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;PHP;SQL;Visual Basic 6;HTML;CSS
77641|United States|Moderately satisfied|Mathematics or statistics|95000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|JavaScript;Python;SQL
31097|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|35559.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C++;Java;JavaScript;PHP;SQL
10322|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|110000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
35045|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|62507.0|1 - 2 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;VB.NET;HTML;CSS
51528|India|Moderately dissatisfied|Computer science, computer engineering, or software engineering|23482.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java;SQL
29004|Slovakia|Moderately satisfied|Computer science, computer engineering, or software engineering|35244.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;HTML;Bash/Shell
83837|India|Moderately satisfied|Computer science, computer engineering, or software engineering|13463.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;Matlab
73897|United States|Moderately satisfied|Information systems, information technology, or system administration|60000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|Assembly;C++;C#;Java;JavaScript;Matlab;Python;Ruby;Scala;SQL;HTML;CSS;Bash/Shell
63371|Estonia|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|29376.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C++;JavaScript;PHP;Python;R;Swift;HTML;CSS
60107|Poland|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|31764.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;F#;Haskell;Java;JavaScript;Python;SQL;TypeScript;Kotlin;HTML;CSS
49408|United Kingdom|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|30559.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;C#;SQL;Cobol;Bash/Shell
80854|United States|Moderately dissatisfied|I never declared a major|120000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|55 - 64 years old|Less than a year ago|Java;JavaScript;Objective-C;Ruby;Swift
63075|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|165000.0|3 - 4 times per week|Male|East Asian;White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|CoffeeScript;Groovy;Java;JavaScript;Python;SQL;Kotlin;HTML;CSS;Bash/Shell
83339|Iran, Islamic Republic of...|Moderately satisfied|Web development or web design|22860.0|1 - 2 times per week|Non-binary, genderqueer, or gender non-conforming|Middle Eastern|Associate degree|3 - 4 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;SQL;Delphi/Object Pascal;HTML;CSS
86784|Hungary|Moderately satisfied|Computer science, computer engineering, or software engineering|28584.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;Objective-C;SQL;TypeScript;HTML;CSS
51733|Canada|Extremely satisfied|Mathematics or statistics|79555.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|45 - 54 years old|More than 4 years ago|Java;JavaScript;Perl;SQL;HTML;CSS
55963|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|80000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C;C#;JavaScript;Objective-C;Perl;PHP;Python;R;SQL;HTML;Bash/Shell
13843|Russian Federation|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|16140.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Matlab;VBA;VB.NET;Visual Basic 6;Bash/Shell
47935|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|73433.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;Python;Rust;SQL
13722|Netherlands|Extremely satisfied|Computer science, computer engineering, or software engineering|60948.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C++;C#;JavaScript;SQL;HTML;CSS
88204|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|21300.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;Java;JavaScript;Python;SQL;VB.NET;HTML;CSS
60859|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|538968.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;JavaScript;SQL;TypeScript;HTML;CSS
37586|France|Moderately satisfied|Computer science, computer engineering, or software engineering|73433.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C#;F#;Java;JavaScript;SQL;HTML;CSS
38441|Colombia|Extremely dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|13500.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Primary/elementary school|1 - 2 hours|25 - 34 years old|More than 4 years ago|C++;JavaScript;PHP;SQL;HTML;CSS
56436|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|483384.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS
46408|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|45000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C++;C#;JavaScript;Ruby;SQL;HTML;CSS
33179|Spain|Extremely satisfied|Computer science, computer engineering, or software engineering|48955.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Primary/elementary school|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C#;Go;JavaScript;R;SQL;TypeScript;HTML;CSS;Bash/Shell
86764|Italy|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|23496.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java
70560|Ireland|Extremely satisfied|Web development or web design|1000000.0|3 - 4 times per week|Male|White or of European descent|They never completed any formal education|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Ruby;SQL;Swift;HTML;CSS
72249|Greece|Moderately dissatisfied|Web development or web design|14688.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
63834|United States|Extremely satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|720000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|Between 1 and 2 years ago|JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
5935|New Zealand|Moderately satisfied|Computer science, computer engineering, or software engineering|69430.0|I don't typically exercise|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Java;JavaScript;PHP;Python;SQL;VB.NET;HTML;CSS;Bash/Shell
63942|United States|Extremely satisfied|Mathematics or statistics|105000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
93367|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|140000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Some college/university study without earning a degree|Over 4 hours|35 - 44 years old|Between 2 and 4 years ago|Java;JavaScript;Objective-C;Swift;Kotlin;HTML;CSS
55870|Sweden|Slightly dissatisfied|Web development or web design|65868.0|Daily or almost every day|Male|White or of European descent|They never completed any formal education|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;Objective-C;PHP;Ruby;HTML;CSS;Bash/Shell
15420|United Kingdom|Extremely dissatisfied|Information systems, information technology, or system administration|41671.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Go;JavaScript;PHP;Python;SQL;TypeScript;Kotlin;HTML;CSS;Bash/Shell
26635|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|150000.0|I don't typically exercise|Male|South Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Java;Python;R;SQL
92152|India|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|31309.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript
85207|Sweden|Moderately satisfied|Information systems, information technology, or system administration|76353.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C++;C#;Java;JavaScript;Objective-C;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
76533|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|95015.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;Scala;SQL;Kotlin;HTML;Bash/Shell
29345|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|46533.0|Daily or almost every day|Male|Native American, Pacific Islander, or Indigenous Australian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Java;Python;Kotlin
18706|Iran, Islamic Republic of...|Moderately dissatisfied|Computer science, computer engineering, or software engineering|13320.0|1 - 2 times per week|Male|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;HTML;CSS
76852|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|0.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Objective-C;PHP;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
74072|United Kingdom|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|51672.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Assembly;C;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
24638|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|80000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;Perl;Python;SQL;HTML;CSS;Bash/Shell
74593|United States|Moderately dissatisfied|I never declared a major|1800000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Go;JavaScript;HTML;CSS
3595|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|48616.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;VB.NET;HTML;CSS;Bash/Shell
90796|India|Slightly satisfied|Computer science, computer engineering, or software engineering|6012.0|Daily or almost every day|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|18 - 24 years old|Between 2 and 4 years ago|JavaScript;PHP;HTML;CSS
14145|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|102500.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Java;Kotlin;HTML;CSS
78475|Australia|Moderately satisfied|Information systems, information technology, or system administration|43985.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;SQL;VB.NET;CSS
53176|Australia|Moderately satisfied|Information systems, information technology, or system administration|87971.0|I don't typically exercise|Male|Middle Eastern;White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS
56840|Sweden|Extremely satisfied|Computer science, computer engineering, or software engineering|70368.0|3 - 4 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Erlang;Ruby;Scala
45343|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|111123.0|Daily or almost every day|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|JavaScript;Python;SQL;VBA;Delphi/Object Pascal
29200|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|49200.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;JavaScript;Python;HTML;CSS;Bash/Shell
63063|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|156000.0|I don't typically exercise|Male|White or of European descent|Associate degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;TypeScript;HTML;CSS;Bash/Shell
100663|United States|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|96000.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;Go;Groovy;Java;JavaScript;Objective-C;Python;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
54808|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|100000.0|Daily or almost every day|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;TypeScript;HTML;CSS;Bash/Shell
1997|Germany|Moderately satisfied|Information systems, information technology, or system administration|60216.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C++;JavaScript;PHP;SQL;HTML;CSS
30642|Sweden|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|104799.0|3 - 4 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;Python;R;Scala;SQL;Bash/Shell
21906|Russian Federation|Slightly dissatisfied|Computer science, computer engineering, or software engineering|17616.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C++;JavaScript;PHP;SQL;HTML;CSS
60364|Canada|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|36235.0|1 - 2 times per week|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Go;JavaScript;PHP;SQL;Delphi/Object Pascal;HTML;CSS;Bash/Shell
90384|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|91791.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Groovy;Java;Python;SQL;Kotlin;Bash/Shell
34114|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|97680.0|I don't typically exercise|Female|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL
25671|United Kingdom|Slightly satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|66674.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|C#;VBA;Bash/Shell
70751|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|115000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;Java;JavaScript;PHP;Python;HTML;CSS;Bash/Shell
13064|Spain|Slightly dissatisfied|Computer science, computer engineering, or software engineering|55075.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;PHP;Python;HTML;CSS;Bash/Shell
42614|India|Extremely dissatisfied|Computer science, computer engineering, or software engineering|9393.0|1 - 2 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;Groovy;Java;Kotlin
8260|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|130000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;C#;JavaScript;Matlab;Ruby;SQL;HTML;CSS;Bash/Shell
81737|Iran, Islamic Republic of...|Moderately satisfied|Computer science, computer engineering, or software engineering|14988.0|I don't typically exercise|Male|Middle Eastern|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;C#
73407|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|83800.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;Java;JavaScript;SQL;HTML;CSS;Bash/Shell
89963|Norway|Slightly dissatisfied|Computer science, computer engineering, or software engineering|79064.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Groovy;Haskell;Java;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
15481|France|Slightly satisfied|Computer science, computer engineering, or software engineering|42836.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Python;SQL;HTML
69980|United States|Moderately satisfied|Information systems, information technology, or system administration|74000.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;Java;JavaScript;SQL;Bash/Shell
24271|Belgium|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|925248.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;TypeScript;HTML;CSS
13675|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|70000.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Haskell;JavaScript;Python;SQL;TypeScript;Kotlin;Ocaml;HTML;CSS;Bash/Shell
22188|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|39164.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;HTML;CSS
48286|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|500052.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C++;C#;Java;JavaScript;Matlab;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
89668|Austria|Slightly satisfied|Computer science, computer engineering, or software engineering|39648.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;C#;JavaScript;Lua;PHP;SQL;TypeScript;HTML;CSS
58671|Finland|Moderately satisfied|Computer science, computer engineering, or software engineering|66089.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
84019|Canada|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|95015.0|1 - 2 times per week|Male|White or of European descent|They never completed any formal education|30 - 59 minutes|25 - 34 years old|Less than a year ago|Clojure;Java;JavaScript;PHP;Ruby;Scala;SQL;TypeScript;HTML;CSS;Bash/Shell
29406|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|83224.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C++;C#
54802|France|Moderately satisfied|Computer science, computer engineering, or software engineering|807756.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|Assembly;C;C#;Java;JavaScript;PHP;SQL;VB.NET;HTML;CSS;Bash/Shell
8375|Bangladesh|Slightly satisfied|Computer science, computer engineering, or software engineering|30000.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;C++;C#;CoffeeScript;Java;JavaScript;Matlab;Perl;PHP;Python;Ruby;SQL;Swift;TypeScript;VB.NET;Visual Basic 6;HTML;CSS;Bash/Shell
101245|Netherlands|Extremely satisfied|Computer science, computer engineering, or software engineering|79552.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|Python;Ruby;Rust;Bash/Shell
42802|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|140000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Go;Groovy;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
29567|South Africa|Slightly satisfied|Computer science, computer engineering, or software engineering|48.0|Daily or almost every day|Male|South Asian|Primary/elementary school|1 - 2 hours|25 - 34 years old|More than 4 years ago|C;C#;JavaScript;SQL;TypeScript;HTML;CSS
86256|United States|Extremely satisfied|I never declared a major|125000.0|Daily or almost every day|Male|Hispanic or Latino/Latina;Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;Ruby;HTML;CSS
24541|Australia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|111963.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C++;C#;JavaScript;Lua;SQL;TypeScript;HTML;CSS
7596|Finland|Extremely satisfied|Computer science, computer engineering, or software engineering|69761.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|JavaScript;Python;TypeScript
28442|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|108000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|CoffeeScript;JavaScript;PHP;Python;SQL;HTML;CSS
70216|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|150000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;Java;JavaScript;Ruby;Swift;HTML;CSS
74451|India|Extremely dissatisfied|Computer science, computer engineering, or software engineering|15811.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;Matlab;PHP;Python;SQL
3805|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|48955.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;Java;JavaScript;Objective-C;Python;R;Swift;Visual Basic 6;HTML;CSS;Bash/Shell
61154|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|110000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C;Matlab;Python
8347|Switzerland|Slightly dissatisfied|A natural science (ex. biology, chemistry, physics)|250248.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;Python;SQL;HTML;Bash/Shell
68949|France|Moderately satisfied|Computer science, computer engineering, or software engineering|51408.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Assembly;C;C++;JavaScript;PHP;Ruby;HTML;CSS
10018|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|10400.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|Java;JavaScript
95677|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|102000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C++;C#;Java;JavaScript;SQL;VBA;HTML;CSS;Bash/Shell
36277|France|Moderately satisfied|Computer science, computer engineering, or software engineering|56298.0|1 - 2 times per week|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Python
2255|Dominican Republic|Slightly satisfied|Computer science, computer engineering, or software engineering|24000.0|3 - 4 times per week|Male|Black or of African descent;Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
66935|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|75000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Java;JavaScript;SQL;TypeScript;HTML;CSS
12339|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|47904.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C;C++;Matlab;Python;HTML;CSS;Bash/Shell
28876|United Kingdom|Moderately dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|20836.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
13489|Brazil|Moderately dissatisfied|Computer science, computer engineering, or software engineering|6552.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C#;JavaScript;Python;R;Ruby;HTML;CSS
9968|Greece|Moderately dissatisfied|Computer science, computer engineering, or software engineering|23496.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C;C++;Java;JavaScript
75116|Czech Republic|Extremely satisfied|Information systems, information technology, or system administration|69024.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;PHP;Python;SQL;HTML;CSS;Bash/Shell
17069|Sweden|Moderately satisfied|Mathematics or statistics|52404.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Matlab;Objective-C;Python;SQL;VBA
87128|Germany|Slightly dissatisfied|Computer science, computer engineering, or software engineering|29376.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|CoffeeScript;JavaScript;PHP;HTML;CSS;Bash/Shell
86670|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|40584.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C++;C#;Java;JavaScript;Matlab;PHP;SQL;TypeScript;HTML;CSS
75820|Spain|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|30597.0|Daily or almost every day|Female|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|R
43725|India|Moderately satisfied|Computer science, computer engineering, or software engineering|12524.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Between 1 and 2 years ago|JavaScript;Python;Ruby;SQL;HTML;CSS
60465|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|1500.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C;C#;Java;JavaScript;Perl;PHP;Python;SQL;HTML;CSS;Bash/Shell
64424|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|41916.0|I don't typically exercise|Female|East Asian;Hispanic or Latino/Latina;White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;HTML;CSS;Bash/Shell
99135|Netherlands|Extremely satisfied|Computer science, computer engineering, or software engineering|91800.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Java
65264|Romania|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|58752.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|3 - 4 hours|35 - 44 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS
95790|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|82000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;SQL;TypeScript;HTML;CSS
20664|United Kingdom|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|56395.0|3 - 4 times per week|Male|Middle Eastern;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
49222|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|83342.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;HTML;CSS
71095|Greece|Moderately satisfied|Computer science, computer engineering, or software engineering|33192.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Scala;SQL;HTML;CSS
3088|Turkey|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|50868.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|35 - 44 years old|More than 4 years ago|JavaScript;R;HTML;CSS
6575|United States|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|60000.0|Daily or almost every day|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
25531|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|60000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;JavaScript;Python;HTML;CSS
32882|Poland|Extremely satisfied|Computer science, computer engineering, or software engineering|35292.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|CoffeeScript;JavaScript;TypeScript;CSS
23924|Poland|Slightly dissatisfied|Computer science, computer engineering, or software engineering|14704.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
68845|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|86000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Perl;Rust;SQL;TypeScript;HTML;CSS;Bash/Shell
88454|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|127000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|C;C++;C#;Clojure;Go;Groovy;Java;JavaScript;SQL;TypeScript;VB.NET;Visual Basic 6;HTML;Bash/Shell
13767|Germany|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|14688.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|More than 4 years ago|C++;C#;Matlab;Bash/Shell
19973|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|100652.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|45 - 54 years old|More than 4 years ago|C;C++;JavaScript;Perl;Python;SQL;HTML;CSS;Bash/Shell
75213|Switzerland|Slightly satisfied|Computer science, computer engineering, or software engineering|106356.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;Java;JavaScript;PHP;R;SQL;VB.NET;HTML
74530|United States|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|135000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;Go;Python;Ruby;HTML;CSS
64951|United States|Extremely satisfied|Mathematics or statistics|140000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|65 years or older|More than 4 years ago|C;C++;C#;Java;VB.NET;Delphi/Object Pascal;HTML;CSS
49683|United Kingdom|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|108345.0|1 - 2 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;SQL;VB.NET;HTML;CSS
69835|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|85000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Java;JavaScript;Python;Ruby;Scala;SQL;HTML;CSS;Bash/Shell
16223|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|15000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
21043|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|132000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C++;C#;Java;JavaScript;Objective-C;SQL;Swift;VB.NET;HTML;CSS
93935|Germany|Slightly satisfied|Computer science, computer engineering, or software engineering|62412.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|C;C++;C#;Java;JavaScript;Lua
76975|Bangladesh|Moderately satisfied|Computer science, computer engineering, or software engineering|17328.0|I don't typically exercise|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|Java;JavaScript;Objective-C;PHP;Python;SQL;HTML;CSS
27005|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|163000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
41122|United States|Moderately satisfied|Mathematics or statistics|65000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|PHP;Python;HTML;CSS;Bash/Shell
93236|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|75880.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;Java
64376|Australia|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|63979.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C++;C#;Java;JavaScript;Lua;Objective-C;PHP;SQL;TypeScript;VBA;VB.NET;HTML;CSS
22857|Greece|Extremely satisfied|Computer science, computer engineering, or software engineering|73428.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C++;C#;Groovy;Java;JavaScript;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
13870|Brazil|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|33684.0|I don't typically exercise|Male|Hispanic or Latino/Latina|They never completed any formal education|Over 4 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Python;TypeScript;HTML;CSS
89681|Netherlands|Extremely satisfied|Information systems, information technology, or system administration|66084.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;Java;JavaScript;Objective-C;Perl;PHP;SQL;Swift;VBA;HTML;CSS;Bash/Shell
65773|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|55562.0|1 - 2 times per week|Male|Middle Eastern|Associate degree|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;C#;Java;JavaScript;Matlab;PHP;Python;SQL;VBA;VB.NET;Visual Basic 6;Delphi/Object Pascal;HTML;CSS;Bash/Shell
24093|Malaysia|Slightly satisfied|Information systems, information technology, or system administration|29640.0|I don't typically exercise|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;HTML;CSS
14962|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|20292.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;R;SQL;HTML;CSS;Bash/Shell
75196|Netherlands|Slightly satisfied|Computer science, computer engineering, or software engineering|65352.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;C#;CoffeeScript;Erlang;Groovy;Java;JavaScript;Matlab;Objective-C;PHP;Python;Ruby;SQL;Swift;HTML;CSS;Bash/Shell
76278|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|44916.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;Python;SQL;Swift;HTML;CSS;Bash/Shell
60180|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|78750.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;SQL;CSS;Bash/Shell
69084|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|70985.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C#;JavaScript;PHP;SQL;HTML;CSS
41201|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|58746.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;HTML;CSS
41836|India|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|109581.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Python;R
91450|Israel|Moderately satisfied|Computer science, computer engineering, or software engineering|93960.0|I don't typically exercise|Male|Middle Eastern|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Python
45100|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|54000.0|3 - 4 times per week|Male|Black or of African descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
35653|Croatia|Moderately satisfied|Mathematics or statistics|29373.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|Haskell;Python
24202|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|85000.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;Java;JavaScript;SQL;HTML;CSS
75819|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|74000.0|Daily or almost every day|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Ruby;TypeScript;HTML;CSS;Bash/Shell
20880|Iceland|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|62856.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|C;C#;JavaScript;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
754|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|80000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C;C++;C#;Python;VB.NET
57449|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|21168.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;TypeScript;HTML;CSS;Bash/Shell
59294|Switzerland|Slightly dissatisfied|Computer science, computer engineering, or software engineering|109483.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Python;Bash/Shell
11006|France|Extremely satisfied|Computer science, computer engineering, or software engineering|31821.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
90683|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|170000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;Java;JavaScript;Lua;Matlab;Python;Ruby
65610|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|59970.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;SQL
6002|Poland|Moderately satisfied|Information systems, information technology, or system administration|49404.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;Ruby;SQL;HTML;CSS;Bash/Shell
48952|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|24478.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;SQL;HTML;CSS
19805|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|146000.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C;Go;Java;Perl;Python;SQL;Bash/Shell
30961|Iran, Islamic Republic of...|Extremely satisfied|Computer science, computer engineering, or software engineering|27636.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C++;Python;Bash/Shell
63771|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|55981.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|JavaScript;Python;HTML;CSS;Bash/Shell
49234|Jordan|Slightly satisfied|Computer science, computer engineering, or software engineering|15600.0|I don't typically exercise|Male|Middle Eastern;White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Objective-C;Swift
89142|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|55000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;Lua;Python;Ruby;Rust;SQL;TypeScript;HTML;CSS;Bash/Shell
2659|Serbia|Moderately dissatisfied|Computer science, computer engineering, or software engineering|44064.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;Objective-C
97902|Germany|Slightly satisfied|Computer science, computer engineering, or software engineering|8076.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;C#;Java;JavaScript;Python;Scala;HTML;CSS;Bash/Shell
37626|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|75000.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;Java;SQL;Swift;VBA;VB.NET;Visual Basic 6;HTML;CSS
70039|Finland|Moderately satisfied|Computer science, computer engineering, or software engineering|44064.0|1 - 2 times per week|Male|South Asian|Some college/university study without earning a degree|3 - 4 hours|25 - 34 years old|Less than a year ago|C++;C#;Java;JavaScript;Matlab;Python;Scala;SQL;HTML;CSS;Bash/Shell
33939|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|68537.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
64138|Bulgaria|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|37500.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C#;Java;JavaScript;PHP;Python;VBA;VB.NET;Visual Basic 6;HTML;CSS
30442|Germany|Extremely satisfied|Information systems, information technology, or system administration|134627.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Groovy;Java;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
86149|United States|Moderately satisfied|Information systems, information technology, or system administration|78200.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;CSS
84599|Italy|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|36716.0|I don't typically exercise|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
19005|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|140000.0|I don't typically exercise|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;TypeScript;Kotlin;HTML;CSS;Bash/Shell
42046|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|165000.0|1 - 2 times per week|Male|East Asian|Some college/university study without earning a degree|Less than 30 minutes|35 - 44 years old|Between 1 and 2 years ago|JavaScript;Python;TypeScript;HTML;CSS
81760|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|95000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|C;Java;JavaScript;Perl;PHP;SQL;HTML;CSS;Bash/Shell
82502|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|58752.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Assembly;C;C++;Hack;Java;JavaScript;Objective-C;PHP;Rust;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
29036|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|36000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Assembly;C;C++;Matlab;Python;SQL;HTML;CSS
35735|Russian Federation|Moderately satisfied|Computer science, computer engineering, or software engineering|74304.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Go;Groovy;Java;JavaScript;Lua;Scala;SQL;TypeScript;HTML;CSS;Bash/Shell
53616|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|42300.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Java;Python;HTML;CSS
40332|India|Extremely satisfied|Computer science, computer engineering, or software engineering|23482.0|3 - 4 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C;C++;Go;Java;JavaScript;Matlab;PHP;Python;R;SQL;HTML;CSS;Bash/Shell
63937|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|90000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;Objective-C;Ruby;Swift;Kotlin;Bash/Shell
53663|Canada|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|32209.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|45 - 54 years old|Between 2 and 4 years ago|Java;SQL;Visual Basic 6
94766|United States|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|200000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|Less than a year ago|Assembly;C;C++;Python;Bash/Shell
57422|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|66027.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|Go;Java;JavaScript;Objective-C;PHP;Python;SQL;Swift;Kotlin;HTML;CSS
95987|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|1000000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;Groovy;Java;JavaScript;Objective-C;SQL;Swift;TypeScript;Kotlin;HTML;CSS
53434|France|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|56543.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C++;Haskell;Python;SQL;Bash/Shell
28845|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|84000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
18841|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|53851.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;HTML;CSS
73618|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|2000000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Python;SQL;Swift;TypeScript;HTML;CSS
11924|Venezuela, Bolivarian Republic of...|Extremely satisfied|Information systems, information technology, or system administration|600.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
76150|Sweden|Extremely satisfied|Computer science, computer engineering, or software engineering|49404.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C#
63262|Germany|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|72209.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;Objective-C;TypeScript;HTML;CSS
1759|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|154000.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java;JavaScript;Perl;Ruby;SQL;HTML;CSS;Bash/Shell
84550|United States|Moderately satisfied|I never declared a major|100000.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|More than 4 years ago|JavaScript;Perl;PHP;Python;HTML;CSS;Bash/Shell
35747|Canada|Slightly satisfied|Computer science, computer engineering, or software engineering|104678.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;PHP;Python;SQL;TypeScript;VB.NET;Visual Basic 6;HTML;CSS;Bash/Shell
43292|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|100000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;Java;JavaScript;Objective-C;Python;Swift;HTML;CSS;Bash/Shell
6987|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|59880.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;Lua;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
21801|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|121000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;Java;JavaScript;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
75652|Philippines|Extremely satisfied|Computer science, computer engineering, or software engineering|14652.0|I don't typically exercise|Male|East Asian;South Asian|Associate degree|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;SQL;VBA;VB.NET;Visual Basic 6;Delphi/Object Pascal
47300|Canada|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|72469.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Lua;Python;Bash/Shell
98155|Italy|Moderately dissatisfied|Computer science, computer engineering, or software engineering|22284.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C;C++;Haskell;Java;JavaScript;PHP;Python;SQL;Visual Basic 6;HTML;CSS;Bash/Shell
81920|Armenia|Moderately satisfied|Computer science, computer engineering, or software engineering|23628.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;SQL;HTML;CSS
51944|Russian Federation|Slightly satisfied|Mathematics or statistics|14856.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C;C++;C#;Java;JavaScript;Python;SQL;Bash/Shell
14261|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|125014.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
51422|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|103000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;Python
7868|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|115000.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Groovy;Java;JavaScript;Python;R;Scala;TypeScript
19604|United States|Extremely satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|108252.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;Kotlin;HTML;CSS;Bash/Shell
91500|United States|Extremely satisfied|Information systems, information technology, or system administration|88500.0|I don't typically exercise|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Go;Java;JavaScript;Ruby;SQL;VB.NET;HTML;CSS;Bash/Shell
8570|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|58000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Lua;SQL;HTML;CSS
62203|Ireland|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|61194.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|JavaScript;Python;SQL;HTML;CSS
77965|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|120000.0|I don't typically exercise|Male|White or of European descent|Associate degree|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Perl;Python;SQL;HTML;CSS;Bash/Shell
54241|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|53892.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Objective-C;Python;Swift;Kotlin;HTML;CSS;Bash/Shell
51899|Russian Federation|Moderately satisfied|Computer science, computer engineering, or software engineering|20808.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;Scala;SQL
42384|Indonesia|Extremely satisfied|Computer science, computer engineering, or software engineering|107400.0|I don't typically exercise|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|Assembly;C;C++;Java;JavaScript;PHP;Python;SQL;VB.NET;Visual Basic 6;Kotlin;HTML;CSS
63202|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|6204.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;Python
35898|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|80000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;Groovy;Java;JavaScript;Objective-C;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
84867|Pakistan|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|11820.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL
71735|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|38820.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;HTML;CSS
54691|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|25047.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Groovy;Java;JavaScript
83990|Brazil|Neither satisfied nor dissatisfied|A business discipline (ex. accounting, finance, marketing)|10476.0|Daily or almost every day|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;HTML;CSS
98776|India|Moderately satisfied|Computer science, computer engineering, or software engineering|28178.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;JavaScript;Python;R
1742|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|160000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;JavaScript;Objective-C;SQL;Swift;HTML;CSS;Bash/Shell
662|Bulgaria|Extremely dissatisfied|A business discipline (ex. accounting, finance, marketing)|12000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;TypeScript;HTML;CSS
47379|Belgium|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|146868.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Python;VBA;VB.NET;Visual Basic 6
4583|Russian Federation|Slightly satisfied|Information systems, information technology, or system administration|25476.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Java;JavaScript;Matlab;PHP;Python;SQL;HTML;CSS;Bash/Shell
2578|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|138904.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
25836|Nigeria|Slightly satisfied|Computer science, computer engineering, or software engineering|13332.0|Daily or almost every day|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|More than 4 years ago|Java;Kotlin;HTML
14757|Poland|Moderately satisfied|Mathematics or statistics|22932.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;SQL
60999|Mexico|Moderately satisfied|Computer science, computer engineering, or software engineering|22560.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS
8384|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|29376.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Less than a year ago|C++;C#;Go;Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
73938|New Zealand|Extremely satisfied|Computer science, computer engineering, or software engineering|40196.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;Clojure;Java;JavaScript;Perl;PHP;Python;SQL;TypeScript;Delphi/Object Pascal;HTML;CSS
19156|Uruguay|Moderately satisfied|Computer science, computer engineering, or software engineering|60000.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
27072|Norway|Moderately dissatisfied|Computer science, computer engineering, or software engineering|84165.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Groovy;Java;JavaScript;Python;Ruby;Scala;SQL;HTML;CSS;Bash/Shell
22567|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|74550.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;PHP;SQL;TypeScript;HTML;CSS
76423|Taiwan|Slightly satisfied|Computer science, computer engineering, or software engineering|84743.0|I don't typically exercise|Male|East Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C++;C#;Groovy;Java;JavaScript;Python;HTML;Bash/Shell
47039|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|2000000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|55 - 64 years old|More than 4 years ago|Assembly;C;C++;C#;Java;JavaScript;Objective-C;PHP;Python;SQL;Swift;VBA;VB.NET;Delphi/Object Pascal;HTML;CSS;Bash/Shell
10743|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|88119.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|Groovy;Java;Python;SQL;TypeScript;Kotlin;HTML;CSS;Bash/Shell
50829|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|1000000.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Python
75243|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|60000.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;Kotlin;HTML;CSS
93360|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|106000.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
40163|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|165000.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;Python;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
57297|France|Moderately satisfied|Computer science, computer engineering, or software engineering|34269.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Assembly;C;C++;Clojure;Haskell;Java;JavaScript;Python;HTML;CSS
30587|United Kingdom|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|37504.0|I don't typically exercise|Non-binary, genderqueer, or gender non-conforming|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
34801|United States|Moderately satisfied|Information systems, information technology, or system administration|85000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Assembly;C;C++;C#;Go;Java;JavaScript;Matlab;Objective-C;PHP;VBA;Kotlin;HTML;CSS;Bash/Shell
47469|Croatia|Moderately satisfied|Computer science, computer engineering, or software engineering|25656.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
75609|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|59980.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C++;Lua;Python
38237|Canada|Slightly dissatisfied|Computer science, computer engineering, or software engineering|80521.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C#;Clojure;Erlang;F#;Go;Haskell;JavaScript;Python;Ruby;Rust;VB.NET;Visual Basic 6
35052|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|107964.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|C;C++;Go;JavaScript;Objective-C;Python;SQL;HTML;CSS;Bash/Shell
61282|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|10236.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Matlab;PHP;Python;SQL;HTML;CSS;Bash/Shell
29848|Belgium|Moderately satisfied|Computer science, computer engineering, or software engineering|55686.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;Lua;SQL;HTML;CSS
27109|Canada|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|24156.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript
39791|Philippines|Slightly satisfied|Information systems, information technology, or system administration|6120.0|I don't typically exercise|Male|East Asian;South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;HTML;CSS
39629|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|58000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Java;PHP;Python;HTML;CSS
8559|Ireland|Extremely satisfied|Computer science, computer engineering, or software engineering|90288.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Groovy;Java;JavaScript;R;SQL;TypeScript;Kotlin;HTML;CSS;Bash/Shell
66591|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|94000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|Java;JavaScript;Python;HTML;Bash/Shell
96319|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|67069.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java
76379|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|105000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C;C++;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
10062|Malta|Moderately satisfied|Computer science, computer engineering, or software engineering|39776.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS
54223|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|90000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C;C++;Python;Bash/Shell
20856|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|103300.0|1 - 2 times per week|Female|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;Groovy;Java;JavaScript;PHP;Python;Ruby;SQL;HTML;CSS;Bash/Shell
83561|India|Slightly satisfied|Computer science, computer engineering, or software engineering|11741.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;SQL;HTML;CSS
64160|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|63896.0|3 - 4 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;Python;Ruby;HTML;CSS;Bash/Shell
55491|France|Moderately satisfied|Computer science, computer engineering, or software engineering|51403.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Go;Java;JavaScript;Python;Scala;Bash/Shell
8446|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|105000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|C#;F#;Java;JavaScript;SQL;HTML;CSS
29303|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|61752.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Go;PHP;SQL;HTML;CSS;Bash/Shell
86128|Australia|Slightly satisfied|Computer science, computer engineering, or software engineering|57581.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
20763|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|130000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Go;Java;JavaScript;TypeScript;HTML;CSS
99911|Ukraine|Slightly satisfied|Computer science, computer engineering, or software engineering|36000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;CSS
57656|India|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|13306.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;Python;R;TypeScript;HTML;CSS
6181|India|Slightly dissatisfied|Information systems, information technology, or system administration|5640.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;HTML;CSS
76715|Mexico|Slightly dissatisfied|Computer science, computer engineering, or software engineering|5796.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Professional degree (JD, MD, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C;C++;Objective-C;Swift
90037|United Kingdom|Slightly dissatisfied|A natural science (ex. biology, chemistry, physics)|683412.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C++;C#;JavaScript;PHP;SQL;VBA;VB.NET;Visual Basic 6;HTML;CSS
81185|Cuba|Moderately satisfied|Computer science, computer engineering, or software engineering|876.0|Daily or almost every day|Male|Black or of African descent;Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|25 - 34 years old|Between 1 and 2 years ago|C++
45373|India|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|27708.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;SQL
90276|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|122000.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Groovy;Java;JavaScript;Perl;Python;TypeScript;Bash/Shell
30624|Poland|Slightly dissatisfied|Computer science, computer engineering, or software engineering|21876.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;Go
92258|Canada|Extremely satisfied|A health science (ex. nursing, pharmacy, radiology)|61196.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Python;Scala;SQL;HTML;CSS;Bash/Shell
52971|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|3757.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
62765|United States|Extremely satisfied|Web development or web design|50000.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
88501|Poland|Slightly dissatisfied|Mathematics or statistics|30000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
93045|Bulgaria|Slightly dissatisfied|Computer science, computer engineering, or software engineering|26256.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Java;Ruby;TypeScript;Kotlin
84335|Bulgaria|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|12000.0|I don't typically exercise|Female|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|PHP;SQL;HTML;CSS
41006|Australia|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|74375.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|Java;JavaScript;SQL
31418|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|56365.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Rust;SQL;TypeScript;HTML;CSS;Bash/Shell
62709|Russian Federation|Extremely satisfied|Computer science, computer engineering, or software engineering|115000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C++;Objective-C;Swift
68114|Netherlands|Slightly satisfied|Computer science, computer engineering, or software engineering|79552.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;Python;Kotlin
95558|Russian Federation|Slightly dissatisfied|Computer science, computer engineering, or software engineering|12.0|I don't typically exercise|Female;Transgender|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;HTML;CSS
86398|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|15600.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C++;C#;Python;VBA;VB.NET
24186|United States|Moderately satisfied|A health science (ex. nursing, pharmacy, radiology)|120000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;Go;Java;JavaScript;Python;Scala;SQL;HTML;CSS;Bash/Shell
63928|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|68000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Java;JavaScript;Perl;Python;SQL;Swift;TypeScript;Kotlin;HTML;CSS;Bash/Shell
78437|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|95000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript
68457|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|115000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;C#;JavaScript;Perl;SQL;TypeScript;HTML;CSS;Bash/Shell
87207|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|90000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Assembly;C#;Matlab;Bash/Shell
89623|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|90000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;Objective-C;Python;Bash/Shell
15827|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|170000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Groovy;Java;JavaScript;Objective-C;Python;Ruby;SQL;Swift;HTML;CSS;Bash/Shell
76384|United Kingdom|Slightly satisfied|Mathematics or statistics|46498.0|1 - 2 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#
31770|Germany|Moderately satisfied|Information systems, information technology, or system administration|61194.0|3 - 4 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;SQL
68677|Russian Federation|Moderately satisfied|Web development or web design|17088.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;JavaScript;Lua;Perl;PHP;SQL;HTML;CSS;Bash/Shell
98051|Ukraine|Moderately satisfied|Computer science, computer engineering, or software engineering|44400.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript
54992|United Kingdom|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|55006.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;SQL;VBA;VB.NET;HTML;CSS
76940|Brazil|Slightly dissatisfied|Computer science, computer engineering, or software engineering|811000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;JavaScript;Ruby;SQL;HTML;CSS
9042|Russian Federation|Moderately satisfied|Information systems, information technology, or system administration|37152.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;HTML;CSS
18947|Maldives|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|15588.0|3 - 4 times per week|Female|South Asian|Primary/elementary school|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;SQL;HTML;CSS
50503|Germany|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|43320.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;Java;Matlab;Python;Bash/Shell
37946|Portugal|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|18360.0|1 - 2 times per week|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;SQL;VBA;VB.NET;Visual Basic 6
40193|United States|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|80000.0|I don't typically exercise|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Java;Matlab;Python
21258|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|16000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C++;Java;JavaScript;Python
99474|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|70000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;Perl;Python;HTML;CSS
42902|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|109200.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C++;C#;Java;JavaScript;PHP;Python;SQL;Bash/Shell
59582|Colombia|Slightly satisfied|Computer science, computer engineering, or software engineering|16872.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;Groovy;Java;JavaScript;Python;SQL;TypeScript;Cobol;HTML;CSS;Bash/Shell
99441|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|55562.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|55 - 64 years old|Less than a year ago|Assembly;C;C++;C#;HTML;Bash/Shell
12166|India|Moderately satisfied|Computer science, computer engineering, or software engineering|4692.0|3 - 4 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|18 - 24 years old|Between 1 and 2 years ago|Swift
13006|Italy|Slightly satisfied|Computer science, computer engineering, or software engineering|30597.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C++;Java;JavaScript;Lua;PHP;Python;SQL;HTML;CSS;Bash/Shell
42202|Argentina|Slightly satisfied|Information systems, information technology, or system administration|20340.0|I don't typically exercise|Female|Hispanic or Latino/Latina;White or of European descent|Professional degree (JD, MD, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Haskell;Java;JavaScript;Objective-C;Python;Swift;TypeScript;Kotlin;HTML;CSS;Bash/Shell
94706|Lebanon|Slightly dissatisfied|Computer science, computer engineering, or software engineering|21384.0|I don't typically exercise|Female|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|C++;C#;Java;Matlab;R;Swift;Cobol;HTML;CSS
77558|Austria|Slightly satisfied|Computer science, computer engineering, or software engineering|35688.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C;C++;JavaScript;Python;Bash/Shell
86195|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|50000.0|Daily or almost every day|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;SQL;HTML;CSS
52440|United Kingdom|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|44449.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;Matlab;Python;Ruby;HTML;CSS;Bash/Shell
95199|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|69000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;Java;Bash/Shell
57989|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|63000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;HTML;CSS
26999|United States|Slightly dissatisfied|A humanities discipline (ex. literature, history, philosophy)|175000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Groovy;Java;HTML;Bash/Shell
12026|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|128000.0|I don't typically exercise|Female|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C++;Python
63243|Poland|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|15180.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;TypeScript;HTML;CSS
33018|Germany|Slightly dissatisfied|Computer science, computer engineering, or software engineering|54336.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Haskell;Java;JavaScript;Scala;SQL;TypeScript;HTML;CSS;Bash/Shell
74694|Colombia|Moderately dissatisfied|Computer science, computer engineering, or software engineering|29520.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;HTML
60299|Germany|Slightly dissatisfied|Web development or web design|22032.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;Java;JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
48153|France|Moderately dissatisfied|Computer science, computer engineering, or software engineering|36716.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Clojure;Java;JavaScript;Python;TypeScript;Bash/Shell
95880|India|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|5260.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C++;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
90296|Israel|Moderately satisfied|Computer science, computer engineering, or software engineering|129900.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|45 - 54 years old|Less than a year ago|Clojure;Groovy;JavaScript;Python;Ruby;Bash/Shell
59039|Netherlands|Moderately satisfied|Information systems, information technology, or system administration|91791.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;SQL;HTML;CSS
12403|United States|Moderately satisfied|Information systems, information technology, or system administration|83200.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
46195|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|42348.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;TypeScript
54437|Netherlands|Extremely satisfied|Computer science, computer engineering, or software engineering|54336.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C++;JavaScript;PHP;Python;TypeScript;HTML;CSS
10113|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|235000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Assembly;C;C++;JavaScript;Objective-C;Python;Swift;HTML;CSS
12713|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|41124.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|PHP;SQL;HTML;CSS
22558|Turkey|Extremely satisfied|Computer science, computer engineering, or software engineering|146865.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C;C#;JavaScript;Objective-C;PHP;Python;VB.NET
11375|Dominican Republic|Moderately dissatisfied|Computer science, computer engineering, or software engineering|16860.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Some college/university study without earning a degree|Over 4 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;SQL;HTML
3337|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|84165.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|C#;SQL;Delphi/Object Pascal;HTML;CSS
58940|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|5088.0|I don't typically exercise|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;SQL;VB.NET;HTML
62937|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|25000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;Perl;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
70203|Germany|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|58752.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
42068|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|275000.0|I don't typically exercise|Male|East Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|Assembly;C;Java;Objective-C
46104|Czech Republic|Slightly satisfied|Computer science, computer engineering, or software engineering|27900.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
55152|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|170000.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Java;Kotlin
17901|Belgium|Moderately dissatisfied|Computer science, computer engineering, or software engineering|38184.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
66005|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|131000.0|3 - 4 times per week|Male|South Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;Python;TypeScript;Visual Basic 6;HTML;CSS;Bash/Shell
32349|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|91791.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java;SQL;Bash/Shell
13253|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|88119.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;Java;Objective-C;Python;SQL;Bash/Shell
71877|Sweden|Moderately dissatisfied|Mathematics or statistics|56292.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Assembly;C;C++;Haskell;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
62587|India|Moderately dissatisfied|Computer science, computer engineering, or software engineering|9424.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Between 2 and 4 years ago|Objective-C;Swift
77234|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|41000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;VB.NET;HTML;CSS
56304|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|38893.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
101567|Australia|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|111963.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;SQL;Bash/Shell
73781|United States|Extremely satisfied|Information systems, information technology, or system administration|90000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;Java;JavaScript;SQL;HTML;CSS;Bash/Shell
59609|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|150000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;VB.NET;HTML;CSS
33066|France|Slightly satisfied|Computer science, computer engineering, or software engineering|39164.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|C;C++;Go;Java;JavaScript;PHP;Scala;TypeScript;Ocaml;HTML;CSS;Bash/Shell
76128|Germany|Slightly satisfied|Computer science, computer engineering, or software engineering|104030.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Go;JavaScript;PHP;Python;R;SQL;HTML;CSS;Bash/Shell
5419|Turkey|Extremely satisfied|Mathematics or statistics|600000.0|I don't typically exercise|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;VB.NET;HTML;CSS
80769|Slovenia|Slightly satisfied|Computer science, computer engineering, or software engineering|22032.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;Java;PHP;SQL;VBA;VB.NET;HTML;CSS
19051|United Kingdom|Moderately dissatisfied|Computer science, computer engineering, or software engineering|34726.0|3 - 4 times per week|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;Swift;HTML
21021|Greece|Moderately satisfied|Computer science, computer engineering, or software engineering|46992.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;SQL
48564|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|61580.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS
12707|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|54755.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;C++;C#;Matlab;Python;Bash/Shell
57240|Germany|Slightly satisfied|A social science (ex. anthropology, psychology, political science)|36716.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
44654|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|34726.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;C++;C#;Java;JavaScript;Matlab;Python;Bash/Shell
64092|Sweden|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|93420.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;Matlab;SQL;VB.NET;HTML;CSS
26973|United States|Extremely dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|68000.0|I don't typically exercise|Female|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|HTML;CSS
75591|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|64417.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;SQL;VBA;VB.NET;Visual Basic 6;Delphi/Object Pascal;HTML;CSS
9287|Australia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|87971.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|C++;C#;JavaScript;SQL;VB.NET;HTML;CSS;Bash/Shell
87545|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|135000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Assembly;C;Go;Java;JavaScript;Lua;Python;Ruby;Rust;Scala;SQL;HTML;CSS;Bash/Shell
98849|Sweden|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|74856.0|I don't typically exercise|Male|White or of European descent|Associate degree|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C++;C#;Python
50530|Russian Federation|Moderately satisfied|Computer science, computer engineering, or software engineering|36084.0|I don't typically exercise|Female|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;Python;HTML;CSS;Bash/Shell
11814|Portugal|Moderately satisfied|Computer science, computer engineering, or software engineering|30840.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Objective-C;HTML
89307|Germany|Slightly dissatisfied|Computer science, computer engineering, or software engineering|73433.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Java;Scala;Kotlin
21804|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|62507.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|More than 4 years ago|Java;JavaScript;PHP;Ruby;SQL;HTML;CSS;Bash/Shell
9933|Pakistan|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|11928.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
87614|France|Extremely satisfied|Computer science, computer engineering, or software engineering|97910.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;Bash/Shell
14793|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|90000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
30224|United States|Slightly satisfied|Mathematics or statistics|132000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|CoffeeScript;JavaScript;Ruby;CSS
55276|Italy|Moderately dissatisfied|Computer science, computer engineering, or software engineering|33657.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;HTML;CSS
88901|Japan|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|37812.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;CoffeeScript;Go;Java;JavaScript;Objective-C;PHP;Python;Ruby;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
96731|India|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|4740.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;PHP;Python;SQL;Swift;Cobol;HTML;CSS
32179|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|160000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|C;C++;Java;JavaScript;Perl;PHP;Ruby;Rust;Scala;HTML;CSS;Bash/Shell
33803|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|250000.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|JavaScript;Ruby;HTML;CSS
83190|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|95462.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;Objective-C;Python;Ruby;Swift
65782|Russian Federation|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|61992.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;SQL
25565|India|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|19568.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Python;R;VBA
80703|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|14400.0|3 - 4 times per week|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
63405|Thailand|Moderately satisfied|Computer science, computer engineering, or software engineering|7524.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|Go;JavaScript;PHP;Python;Ruby;HTML
63114|Czech Republic|Moderately satisfied|Information systems, information technology, or system administration|29376.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Java
42749|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|65000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C;C++;C#;Java;Python;SQL;VBA;VB.NET
70448|United Kingdom|Extremely satisfied|Mathematics or statistics|69452.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|JavaScript;Python;SQL;TypeScript;HTML;CSS
96450|Poland|Neither satisfied nor dissatisfied|A natural science (ex. biology, chemistry, physics)|59988.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Go;JavaScript;Python;SQL;HTML;CSS
89392|United States|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|90000.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
87160|Israel|Moderately satisfied|Computer science, computer engineering, or software engineering|88224.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C++;C#;Java;JavaScript;SQL;TypeScript;Visual Basic 6;HTML;CSS;Bash/Shell
83898|India|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|18785.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Erlang;JavaScript;Python;R;HTML;CSS
74443|India|Slightly satisfied|Computer science, computer engineering, or software engineering|10175.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|JavaScript;TypeScript;HTML;CSS
3225|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|62418.0|I don't typically exercise|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C#;Groovy;Java;Objective-C;Rust;Scala;SQL;TypeScript;VBA;Kotlin;HTML;CSS;Bash/Shell
69151|Germany|Slightly satisfied|Computer science, computer engineering, or software engineering|61194.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Go;Java;JavaScript;SQL;Kotlin;HTML;CSS;Bash/Shell
81460|Romania|Moderately satisfied|Computer science, computer engineering, or software engineering|13872.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C#;Java;JavaScript;HTML;CSS
49856|Norway|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|63762.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;TypeScript;HTML
73628|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|95000.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript
94405|United Kingdom|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|56951.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;CSS
44672|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|133000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;Java;JavaScript;Matlab;Python;HTML;CSS;Bash/Shell
13496|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|129000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|C#;Objective-C;Swift;Bash/Shell
25950|Austria|Moderately satisfied|Computer science, computer engineering, or software engineering|46507.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|Java;Python;TypeScript
59871|United Kingdom|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|55562.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
60380|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|185000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;CoffeeScript;Java;JavaScript;Perl;PHP;Python;SQL;TypeScript;VBA;HTML;CSS;Bash/Shell
67897|India|Moderately satisfied|Computer science, computer engineering, or software engineering|11268.0|I don't typically exercise|Male|South Asian|Primary/elementary school|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|C;C++;C#;Java;JavaScript;PHP;SQL;VB.NET;Visual Basic 6;HTML;CSS;Bash/Shell
72422|Ukraine|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|18000.0|Daily or almost every day|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;Clojure;Java;JavaScript;Python;Scala;SQL;HTML;CSS;Bash/Shell
21772|Russian Federation|Moderately satisfied|Computer science, computer engineering, or software engineering|28656.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;SQL;HTML;CSS
41981|India|Moderately satisfied|Computer science, computer engineering, or software engineering|7984.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|SQL
80258|India|Moderately dissatisfied|Computer science, computer engineering, or software engineering|20351.0|3 - 4 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Java;JavaScript;R;Scala;SQL;TypeScript
27245|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|190000.0|1 - 2 times per week|Male|East Asian;White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C;C++;Java;Python;Bash/Shell
64672|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|23808.0|3 - 4 times per week|Female|Hispanic or Latino/Latina|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java
98427|Belgium|Moderately satisfied|Computer science, computer engineering, or software engineering|33780.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C++;C#;Java;HTML;CSS
28588|Romania|Moderately satisfied|Information systems, information technology, or system administration|48955.0|3 - 4 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|SQL
67274|Malta|Moderately satisfied|Computer science, computer engineering, or software engineering|22032.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C#;Java;Python
81522|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|174000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Go;Java;JavaScript;HTML;CSS;Bash/Shell
89855|Germany|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|61680.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|45 - 54 years old|Between 2 and 4 years ago|CoffeeScript;JavaScript;Perl;PHP;SQL;HTML;CSS;Bash/Shell
61348|Germany|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|46992.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|R
43880|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|400044.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C#;Java;JavaScript;PHP;SQL;HTML;CSS
91547|United Kingdom|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|86676.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;TypeScript;HTML;CSS
52029|United States|Moderately satisfied|Information systems, information technology, or system administration|124500.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|JavaScript;Perl;SQL;HTML;CSS;Bash/Shell
67308|Colombia|Slightly satisfied|Information systems, information technology, or system administration|7176.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;SQL
4784|Lithuania|Moderately satisfied|Computer science, computer engineering, or software engineering|42504.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP
65690|Canada|Slightly dissatisfied|Computer science, computer engineering, or software engineering|48313.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|C;Go;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
3878|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|122100.0|I don't typically exercise|Male|South Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;HTML;CSS
91650|India|Moderately satisfied|Computer science, computer engineering, or software engineering|3500.0|Daily or almost every day|Male|East Asian|They never completed any formal education|3 - 4 hours|18 - 24 years old|Less than a year ago|Java;JavaScript;Python;HTML;CSS
62947|Turkey|Moderately satisfied|Computer science, computer engineering, or software engineering|26544.0|I don't typically exercise|Male|Middle Eastern;White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;HTML;CSS
39517|United Kingdom|Slightly dissatisfied|Web development or web design|52783.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C#;JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS
82665|Turkey|Slightly dissatisfied|Computer science, computer engineering, or software engineering|38148.0|I don't typically exercise|Male|Middle Eastern|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|35 - 44 years old|Less than a year ago|C#;Go;JavaScript;Ruby
11342|Ukraine|Moderately satisfied|Computer science, computer engineering, or software engineering|33120.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Java;Kotlin
69446|Canada|Extremely dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|112730.0|1 - 2 times per week|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|Between 1 and 2 years ago|Groovy;Java;Bash/Shell
97228|Latvia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|29376.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|C#;JavaScript;HTML;CSS
71761|India|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|5636.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;Python;HTML;CSS
64513|United Kingdom|Extremely satisfied|Mathematics or statistics|33615.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;PHP;SQL;TypeScript;HTML;CSS
51916|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|107000.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|55 - 64 years old|More than 4 years ago|C;C#;JavaScript;Julia;Objective-C;SQL;TypeScript;HTML
760|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|99468.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;Go;Groovy;Java;JavaScript;Objective-C;Python;Ruby;Swift;Kotlin;HTML;CSS;Bash/Shell
23513|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|66000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;Bash/Shell
24905|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|31764.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;C#
67756|Pakistan|Moderately satisfied|Computer science, computer engineering, or software engineering|9756.0|1 - 2 times per week|Female|Middle Eastern;South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;Java;JavaScript;Python;HTML;CSS
95633|United States|Moderately dissatisfied|A social science (ex. anthropology, psychology, political science)|95000.0|3 - 4 times per week|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Python;SQL;TypeScript;HTML;CSS
76889|Nigeria|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|5004.0|I don't typically exercise|Male|Black or of African descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|JavaScript;Python;HTML;CSS;Bash/Shell
74425|Ukraine|Moderately satisfied|Computer science, computer engineering, or software engineering|76000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;JavaScript;Rust;Bash/Shell
66673|United States|Slightly satisfied|Information systems, information technology, or system administration|117000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|Java;Perl;SQL;Bash/Shell
37862|Australia|Extremely satisfied|Computer science, computer engineering, or software engineering|112762.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;Python;SQL;TypeScript;HTML;CSS
28600|United Kingdom|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|62507.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;Python;Ruby;Scala;Kotlin
48883|Romania|Moderately satisfied|Computer science, computer engineering, or software engineering|35244.0|3 - 4 times per week|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|More than 4 years ago|Groovy;Java;JavaScript
13234|Hungary|Slightly satisfied|Computer science, computer engineering, or software engineering|40392.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C;C++;Java;JavaScript;Lua;Perl;SQL
39646|United States|Slightly dissatisfied|A social science (ex. anthropology, psychology, political science)|1164000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;HTML;CSS;Bash/Shell
95524|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|102000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|C#;JavaScript;PHP;Python;SQL;TypeScript;VB.NET;HTML;CSS;Bash/Shell
81448|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|125014.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|Groovy;Java;Python;Scala;HTML;CSS;Bash/Shell
327|United Kingdom|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|23440.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;VBA;VB.NET;Visual Basic 6;HTML
70748|Ireland|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|44060.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Haskell;Java;Matlab;Ruby;Scala;Bash/Shell
34422|Iran, Islamic Republic of...|Moderately dissatisfied|Information systems, information technology, or system administration|36000.0|I don't typically exercise|Male|Middle Eastern|They never completed any formal education|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java
53513|Italy|Moderately dissatisfied|Computer science, computer engineering, or software engineering|29373.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;PHP;SQL;VBA;HTML;CSS;Bash/Shell
19630|Italy|Moderately dissatisfied|Computer science, computer engineering, or software engineering|64866.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|Groovy;Java;Python;SQL;Cobol;Bash/Shell
96390|South Africa|Slightly satisfied|Computer science, computer engineering, or software engineering|54384.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;TypeScript;HTML;CSS
48420|Czech Republic|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|27804.0|I don't typically exercise|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Python;VBA;Bash/Shell
75954|Denmark|Moderately satisfied|Mathematics or statistics|49308.0|3 - 4 times per week|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;Matlab;Python;R;Bash/Shell
37201|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|47000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
54106|Netherlands|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|68537.0|3 - 4 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;Scala;SQL;Swift;HTML;CSS
95701|United States|Slightly dissatisfied|I never declared a major|90000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;HTML;CSS;Bash/Shell
10317|Portugal|Slightly satisfied|Computer science, computer engineering, or software engineering|14688.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;PHP;HTML;CSS;Bash/Shell
39800|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|95000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Python;SQL;CSS
22566|Canada|Moderately dissatisfied|Computer science, computer engineering, or software engineering|96626.0|I don't typically exercise|Female|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
66207|United Kingdom|Moderately dissatisfied|Computer science, computer engineering, or software engineering|38893.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;HTML;CSS
66788|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|118068.0|I don't typically exercise|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java;Ruby;Kotlin
11559|Switzerland|Extremely satisfied|Computer science, computer engineering, or software engineering|83416.0|1 - 2 times per week|Male|White or of European descent|Primary/elementary school|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
88541|Poland|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|63516.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Python;R;Scala
24620|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|76514.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Objective-C;Swift
54979|Qatar|Slightly dissatisfied|Computer science, computer engineering, or software engineering|120000.0|I don't typically exercise|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;CSS
53442|India|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|18780.0|Daily or almost every day|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|PHP;Python;SQL;HTML;CSS;Bash/Shell
13237|Canada|Slightly dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|48313.0|Daily or almost every day|Female|Native American, Pacific Islander, or Indigenous Australian;White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;HTML;CSS;Bash/Shell
46824|India|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|3756.0|I don't typically exercise|Male|South Asian|They never completed any formal education|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
90267|United States|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|2000000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|55 - 64 years old|Less than a year ago|C;Go;Perl;PHP;SQL;Bash/Shell
97711|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|79973.0|3 - 4 times per week|Male|East Asian;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Ruby;HTML;CSS
47043|Japan|Moderately dissatisfied|Information systems, information technology, or system administration|54023.0|Daily or almost every day|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|CoffeeScript;JavaScript;PHP;Ruby;HTML;CSS;Bash/Shell
78240|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|63642.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;Python;R;SQL;TypeScript;HTML;CSS
27054|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|135000.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|CoffeeScript;Haskell;Java;JavaScript;Ruby;HTML;CSS;Bash/Shell
20656|United States|Slightly satisfied|A business discipline (ex. accounting, finance, marketing)|70000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;VBA;VB.NET;Visual Basic 6;HTML;CSS
85667|United Republic of Tanzania|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|37500.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;Python;SQL;HTML;CSS
4746|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|73433.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C++;C#;Java;JavaScript;SQL;HTML
78606|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|20000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;Lua;Matlab;Python;Bash/Shell
37621|India|Slightly satisfied|Computer science, computer engineering, or software engineering|4692.0|3 - 4 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C#;Java;JavaScript;PHP;SQL;VB.NET;HTML;CSS
30340|Austria|Moderately satisfied|Computer science, computer engineering, or software engineering|1000000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;Java;JavaScript;PHP;SQL;HTML
35729|India|Moderately dissatisfied|Computer science, computer engineering, or software engineering|9706.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Objective-C;Swift
95852|Ukraine|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|18000.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;SQL
10997|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|130000.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;Groovy;Java;JavaScript;SQL;HTML;CSS;Bash/Shell
78878|India|Moderately satisfied|Computer science, computer engineering, or software engineering|7200.0|I don't typically exercise|Male|East Asian|Primary/elementary school|Over 4 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;HTML;CSS
95197|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|68500.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;HTML;CSS
58025|Australia|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|123959.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Java;Objective-C;Ruby;Swift;Bash/Shell
6660|Romania|Extremely dissatisfied|Computer science, computer engineering, or software engineering|58752.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;Swift;Kotlin
66063|Myanmar|Slightly dissatisfied|Computer science, computer engineering, or software engineering|6000.0|3 - 4 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Groovy;Java;JavaScript;HTML;CSS;Bash/Shell
96035|Denmark|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|52597.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Swift;Ocaml;HTML;CSS
96482|France|Moderately satisfied|Computer science, computer engineering, or software engineering|121164.0|3 - 4 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Java;JavaScript;Perl;Python;Ruby;Rust;Scala;SQL;Swift;Bash/Shell
38046|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|142000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Lua;Python;HTML;CSS
64294|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|150000.0|1 - 2 times per week|Female|South Asian;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;Python;SQL;TypeScript
98973|Germany|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|55075.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;HTML
14782|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|70000.0|I don't typically exercise|Male|White or of European descent|Associate degree|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C;C++;CoffeeScript;Java;JavaScript;SQL;TypeScript;HTML;CSS
95338|United States|Moderately satisfied|Mathematics or statistics|75000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C;Python;R;SQL;HTML;CSS;Bash/Shell
33297|Netherlands|Slightly dissatisfied|Computer science, computer engineering, or software engineering|48955.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java
19466|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|114596.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Clojure;Ruby
9944|Brazil|Slightly satisfied|Computer science, computer engineering, or software engineering|11604.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;TypeScript;HTML;CSS
26164|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|50000.0|I don't typically exercise|Male|White or of European descent|Associate degree|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
44463|Canada|Slightly dissatisfied|Information systems, information technology, or system administration|60391.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Ruby;SQL;HTML;CSS
69530|India|Moderately dissatisfied|Computer science, computer engineering, or software engineering|10175.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;HTML;CSS
92572|Austria|Extremely satisfied|Web development or web design|82000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C;C#;JavaScript;Objective-C;PHP;Swift;TypeScript;VB.NET;HTML
51971|Denmark|Moderately satisfied|Computer science, computer engineering, or software engineering|887580.0|1 - 2 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C++;C#;SQL;VB.NET
7075|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|45624.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;C++;Java;JavaScript;Lua;Python;R;Bash/Shell
16088|Germany|Moderately satisfied|Mathematics or statistics|117492.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;Rust
64501|Russian Federation|Extremely satisfied|Computer science, computer engineering, or software engineering|31848.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Assembly;C++;Go;Java;JavaScript;Lua;PHP;Python;Scala;SQL;TypeScript;Bash/Shell
75367|United States|Extremely satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|45000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Assembly;Go;Groovy;Ruby;Bash/Shell
32729|India|Moderately dissatisfied|Information systems, information technology, or system administration|26400.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|Java;Python;SQL
60772|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|68040.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;Java;Python;Cobol
39437|Brazil|Extremely dissatisfied|Computer science, computer engineering, or software engineering|32127.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
7580|Netherlands|Slightly dissatisfied|A business discipline (ex. accounting, finance, marketing)|85671.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Objective-C;Python;Ruby;Swift
80738|Romania|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|34680.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;JavaScript;Python
81401|India|Extremely satisfied|Computer science, computer engineering, or software engineering|8448.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;TypeScript;HTML;CSS
14902|Australia|Extremely dissatisfied|Computer science, computer engineering, or software engineering|99967.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|Between 1 and 2 years ago|C#;JavaScript;R;SQL;TypeScript;HTML;CSS
90240|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|57200.0|Daily or almost every day|Male;Transgender|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|18 - 24 years old|More than 4 years ago|C#;JavaScript;Python;SQL;VB.NET;HTML;CSS;Bash/Shell
53894|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|112400.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;Bash/Shell
49337|Canada|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|76495.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;HTML;CSS
84518|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|160000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Go;Groovy;Java;JavaScript
19477|Romania|Moderately satisfied|Computer science, computer engineering, or software engineering|23652.0|I don't typically exercise|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java
66518|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|66089.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|More than 4 years ago|JavaScript;Python;Ruby;Scala;Swift;TypeScript
36045|United States|Extremely satisfied|Information systems, information technology, or system administration|115000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
71740|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|6000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Java;Lua;PHP;SQL;HTML;CSS;Bash/Shell
33005|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|49032.0|I don't typically exercise|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|JavaScript;PHP;Python;SQL;HTML;CSS
30951|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|150000.0|3 - 4 times per week|Male|Black or of African descent;East Asian;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;Erlang;Go;Haskell;Java;JavaScript;Rust;Scala;TypeScript;Bash/Shell
75510|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|21000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C;C++;C#;JavaScript;Python;SQL;VBA;HTML;CSS;Bash/Shell
35833|France|Moderately dissatisfied|Computer science, computer engineering, or software engineering|125124.0|3 - 4 times per week|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;C++;Erlang;Go;Haskell;Java;JavaScript;Matlab;Perl;PHP;Python;Ruby;SQL;HTML;CSS;Bash/Shell
27692|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|76397.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;TypeScript
57718|Austria|Moderately satisfied|Computer science, computer engineering, or software engineering|91791.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
64887|Bangladesh|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|5160.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;HTML;CSS
17525|Austria|Extremely satisfied|Computer science, computer engineering, or software engineering|122388.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|Less than a year ago|C#;Java;JavaScript;PHP;SQL;Swift;VBA;VB.NET;HTML;CSS
47020|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|135000.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|Java;Objective-C;Swift;Kotlin
45879|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|29373.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;Go;Java;JavaScript;Objective-C;PHP;SQL;Swift;Bash/Shell
35576|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|115000.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|CoffeeScript;JavaScript;Python;Ruby;HTML;CSS;Bash/Shell
19380|Finland|Moderately satisfied|Computer science, computer engineering, or software engineering|44064.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Go;Java;JavaScript;PHP;R;SQL;Swift;HTML;CSS
10047|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|80000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C#;Java;JavaScript;Objective-C;SQL;Swift;TypeScript;HTML;CSS
9651|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|28000.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Python;HTML;CSS;Bash/Shell
29455|Germany|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|67313.0|I don't typically exercise|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;R;SQL;HTML;CSS
22209|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|144000.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|Over 4 hours|45 - 54 years old|More than 4 years ago|JavaScript;SQL
84041|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|200000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C;Clojure;Erlang;Java;JavaScript;Ruby;SQL;HTML;Bash/Shell
98497|United States|Extremely satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|65000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;HTML;CSS
47708|Mexico|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|12888.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;CoffeeScript;JavaScript;Python;Ruby;SQL;HTML;CSS
72530|India|Extremely dissatisfied|Computer science, computer engineering, or software engineering|2820.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;JavaScript;PHP;SQL;HTML;CSS
10826|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|75000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
14597|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|154000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C;C++;C#;JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
22936|United Kingdom|Moderately satisfied|Mathematics or statistics|27781.0|1 - 2 times per week|Male;Transgender|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;JavaScript;Matlab;R;HTML;CSS;Bash/Shell
12276|Iran, Islamic Republic of...|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|1200.0|1 - 2 times per week|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|C;C++;C#;JavaScript;Python;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
59073|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|60000.0|1 - 2 times per week|Female|Black or of African descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;Ruby;SQL;HTML;CSS
51487|France|Slightly satisfied|Computer science, computer engineering, or software engineering|41612.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;CSS
76565|Libyan Arab Jamahiriya|Extremely satisfied|Computer science, computer engineering, or software engineering|3900.0|I don't typically exercise|Male|Middle Eastern|They never completed any formal education|3 - 4 hours|45 - 54 years old|More than 4 years ago|C;C++;C#;JavaScript;SQL;VB.NET;Delphi/Object Pascal;HTML;CSS
90914|United States|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|90000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Go;Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
85308|India|Extremely satisfied|Computer science, computer engineering, or software engineering|6576.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;Java;Python
75575|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|58000.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Associate degree|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C#;JavaScript;Python;HTML;CSS
74877|Canada|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|74885.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|45 - 54 years old|More than 4 years ago|C++;C#;Java;JavaScript;Objective-C;PHP;Python;SQL;VBA;Bash/Shell
94611|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|94000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Assembly;Python
52323|France|Moderately dissatisfied|Computer science, computer engineering, or software engineering|30840.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;Java;JavaScript;PHP;Python;SQL;VB.NET;HTML;CSS;Bash/Shell
22692|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|56460.0|3 - 4 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|Groovy;Java;SQL;Bash/Shell
54589|India|Moderately satisfied|Computer science, computer engineering, or software engineering|18780.0|1 - 2 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Java;JavaScript;Matlab;Python;SQL;HTML;CSS
26327|France|Slightly satisfied|Information systems, information technology, or system administration|42836.0|1 - 2 times per week|Male|Black or of African descent;White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Less than a year ago|Groovy;Java;SQL;HTML;CSS
93266|Belgium|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|73433.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|55 - 64 years old|More than 4 years ago|C;C#;SQL;HTML;CSS
109|Azerbaijan|Slightly satisfied|A business discipline (ex. accounting, finance, marketing)|144.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|3 - 4 hours|18 - 24 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
1923|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|70000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;VB.NET;HTML;CSS
13094|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|51983.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;Java;Python
397|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|2000000.0|3 - 4 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Assembly;C;C++;Matlab;Python;Bash/Shell
64244|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|31000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;C#;Java;JavaScript;PHP;Python;SQL;VBA;VB.NET;Visual Basic 6;HTML;CSS
71846|Ukraine|Extremely satisfied|Computer science, computer engineering, or software engineering|45096.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|C++;Go;Java;Objective-C;Python;Swift;Kotlin
41972|Belarus|Moderately satisfied|Information systems, information technology, or system administration|32664.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C;C++;C#;Java;JavaScript;SQL;HTML;CSS
44613|Italy|Moderately satisfied|Computer science, computer engineering, or software engineering|42836.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;Erlang;Groovy;Java;JavaScript;Objective-C;Perl;PHP;Python;Scala;Delphi/Object Pascal;Bash/Shell
72477|Ecuador|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|3600.0|I don't typically exercise|Female|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;Java;JavaScript;PHP;Python;R;SQL;HTML;CSS
28306|Thailand|Slightly satisfied|Information systems, information technology, or system administration|293736.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|C++
20960|Brazil|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|77979.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;HTML;CSS
33696|Australia|Moderately dissatisfied|Computer science, computer engineering, or software engineering|119960.0|3 - 4 times per week|Male|Middle Eastern|Primary/elementary school|1 - 2 hours|35 - 44 years old|Less than a year ago|JavaScript;Objective-C;Swift;HTML;CSS
20381|United Kingdom|Extremely satisfied|Web development or web design|29170.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C#;CoffeeScript;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
69430|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|29376.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Java;JavaScript;Python;SQL;HTML;CSS
28143|Poland|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|24702.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;SQL;VBA;VB.NET;HTML;Bash/Shell
9309|Australia|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|83172.0|Daily or almost every day|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C;C#;Java;JavaScript;PHP;Python;SQL;TypeScript;VBA;HTML;CSS;Bash/Shell
67341|United States|Extremely satisfied|Web development or web design|103000.0|1 - 2 times per week|Male;Transgender|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;Visual Basic 6;HTML;CSS
46142|India|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|150288.0|Daily or almost every day|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Java;JavaScript;SQL;TypeScript;HTML;CSS
99337|United States|Moderately dissatisfied|A social science (ex. anthropology, psychology, political science)|58000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|45 - 54 years old|More than 4 years ago|C++;C#;Java;HTML;CSS
30203|France|Moderately dissatisfied|Web development or web design|33780.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;CoffeeScript;Java;JavaScript;Perl;PHP;Ruby;Rust;Swift;TypeScript;HTML;CSS;Bash/Shell
47879|India|Moderately satisfied|Computer science, computer engineering, or software engineering|18785.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;SQL;TypeScript;HTML;CSS
72708|Pakistan|Moderately satisfied|Computer science, computer engineering, or software engineering|32532.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;PHP;Python;SQL;TypeScript;Bash/Shell
3285|Singapore|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|56779.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;Python;SQL;TypeScript;HTML;CSS
14443|Ukraine|Moderately satisfied|Computer science, computer engineering, or software engineering|10140.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#
10877|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|96626.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript
49168|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|150000.0|3 - 4 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Groovy;JavaScript;Python;HTML;CSS;Bash/Shell
37287|United Kingdom|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|852876.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|SQL
71744|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|38184.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Less than a year ago|JavaScript;PHP;Ruby;SQL;HTML;CSS;Bash/Shell
71432|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|110000.0|3 - 4 times per week|Male|White or of European descent|Associate degree|1 - 2 hours|45 - 54 years old|Between 2 and 4 years ago|Groovy;Java;SQL;VBA
1517|Peru|Slightly dissatisfied|Computer science, computer engineering, or software engineering|88000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Assembly;C;C++;C#;CoffeeScript;Erlang;Haskell;Java;JavaScript;Lua;Matlab;Perl;Python;R;Ruby;SQL;HTML;CSS;Bash/Shell
97131|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|110000.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Ruby;SQL;HTML;CSS
25292|Bulgaria|Moderately satisfied|Mathematics or statistics|26400.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;Python;SQL;HTML
90855|South Africa|Slightly dissatisfied|Information systems, information technology, or system administration|62304.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C++;C#;JavaScript;PHP;R;Delphi/Object Pascal;HTML;CSS
34211|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|90000.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|55 - 64 years old|More than 4 years ago|C++;C#;Java;JavaScript;Python;SQL;Swift;HTML;CSS;Bash/Shell
99837|Serbia|Moderately satisfied|Computer science, computer engineering, or software engineering|20556.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C++;JavaScript;Objective-C;PHP;Python;SQL;Swift;HTML;CSS;Bash/Shell
40262|Ethiopia|Extremely dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|6972.0|1 - 2 times per week|Male|Black or of African descent|Associate degree|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Python;TypeScript
14284|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|70000.0|3 - 4 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|18 - 24 years old|Less than a year ago|Assembly;Java;JavaScript;Matlab;Python;R;SQL;HTML;CSS;Bash/Shell
22957|Australia|Extremely satisfied|Computer science, computer engineering, or software engineering|111963.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;TypeScript
79645|Spain|Extremely satisfied|Computer science, computer engineering, or software engineering|367164.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;TypeScript;HTML;CSS;Bash/Shell
3646|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|90000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|JavaScript;SQL;VB.NET;HTML;CSS
61098|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|80776.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Assembly;C;C++;Java;JavaScript;Objective-C;SQL;Swift;HTML;CSS;Bash/Shell
13504|United States|Moderately dissatisfied|Information systems, information technology, or system administration|60000.0|Daily or almost every day|Female;Transgender|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;SQL;Delphi/Object Pascal;HTML;CSS
80749|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|80772.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;PHP;SQL;HTML
39006|France|Slightly satisfied|Computer science, computer engineering, or software engineering|122388.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;F#;TypeScript
86376|France|Moderately satisfied|Computer science, computer engineering, or software engineering|55075.0|3 - 4 times per week|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript
99104|Russian Federation|Slightly dissatisfied|Computer science, computer engineering, or software engineering|10620.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|18 - 24 years old|More than 4 years ago|C;C++;JavaScript;Matlab;Python;SQL;Visual Basic 6;HTML;CSS
15503|India|Extremely satisfied|Computer science, computer engineering, or software engineering|11268.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|JavaScript
27374|Canada|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|82132.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;Python;SQL;Bash/Shell
58214|Brazil|Moderately satisfied|Information systems, information technology, or system administration|1000000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;HTML;CSS
11804|United Kingdom|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|45838.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|CoffeeScript;JavaScript;Ruby;HTML;CSS;Bash/Shell
575|Ireland|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|63642.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;TypeScript;HTML;CSS
10770|Portugal|Extremely satisfied|Computer science, computer engineering, or software engineering|38552.0|I don't typically exercise|Male|White or of European descent|They never completed any formal education|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;Go;JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
78807|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|80000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;HTML;CSS;Bash/Shell
4004|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|63516.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java;JavaScript;Python;TypeScript;HTML;CSS
1599|China|Extremely dissatisfied|Computer science, computer engineering, or software engineering|60000.0|Daily or almost every day|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;C#;Java;JavaScript;PHP;SQL;HTML;CSS
45525|Brazil|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|29076.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;Bash/Shell
100475|Russian Federation|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|42456.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;Java;JavaScript;HTML;CSS
69472|Portugal|Slightly satisfied|Computer science, computer engineering, or software engineering|41124.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C;C++;CoffeeScript;Erlang;JavaScript;PHP;Ruby;Rust;SQL;HTML;CSS
71422|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|17640.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;JavaScript;PHP;Python;HTML;CSS
2676|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|150000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;Python;Scala;SQL;HTML;CSS;Bash/Shell
7309|Australia|Neither satisfied nor dissatisfied|A natural science (ex. biology, chemistry, physics)|121560.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
94688|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|0.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;F#;Java;JavaScript;Python;Scala;SQL;HTML;CSS;Bash/Shell
1628|India|Slightly satisfied|Computer science, computer engineering, or software engineering|281784.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Assembly;C;C++;Java;JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
28843|United States|Moderately satisfied|A health science (ex. nursing, pharmacy, radiology)|120000.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;JavaScript;Python;SQL;TypeScript;VBA
25238|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|84000.0|Daily or almost every day|Male|Native American, Pacific Islander, or Indigenous Australian;White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|Python;R;SQL;HTML;CSS
80971|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|90000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
37329|Australia|Slightly satisfied|Computer science, computer engineering, or software engineering|59980.0|1 - 2 times per week|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;CoffeeScript;JavaScript;Ruby;HTML;CSS
21234|Australia|Moderately satisfied|Mathematics or statistics|63979.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C++;Java;JavaScript;Python;R;SQL;Swift;Kotlin;CSS
84373|United States|Slightly dissatisfied|A social science (ex. anthropology, psychology, political science)|1020000.0|1 - 2 times per week|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;TypeScript;HTML;CSS;Bash/Shell
84281|Germany|Slightly satisfied|Computer science, computer engineering, or software engineering|15132.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|JavaScript;Python;TypeScript;HTML;CSS
50496|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|29000.0|Daily or almost every day|Female|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Assembly;Java;Matlab;Python;SQL
65661|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|120000.0|Daily or almost every day|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;Ruby;HTML;CSS
58900|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|62507.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;SQL;HTML;CSS;Bash/Shell
63868|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|80000.0|I don't typically exercise|Male|South Asian|Associate degree|3 - 4 hours|25 - 34 years old|Less than a year ago|C++;Java;JavaScript;SQL;HTML;CSS
4324|Germany|Moderately dissatisfied|Information systems, information technology, or system administration|734328.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;PHP;HTML;CSS
84821|France|Slightly satisfied|A health science (ex. nursing, pharmacy, radiology)|36716.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C;Java;JavaScript;Objective-C;PHP;Ruby;SQL;Swift;VBA;VB.NET;Visual Basic 6;Kotlin;HTML;CSS;Bash/Shell
6165|Russian Federation|Moderately satisfied|Web development or web design|8850.0|Daily or almost every day|Male|White or of European descent|Associate degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
28879|Austria|Extremely dissatisfied|Computer science, computer engineering, or software engineering|79552.0|1 - 2 times per week|Male|Middle Eastern|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;Python;R;TypeScript;HTML;CSS
92117|France|Extremely satisfied|Web development or web design|14688.0|1 - 2 times per week|Male|Black or of African descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;Java;JavaScript;PHP;Python;Scala;SQL;HTML;CSS;Bash/Shell
14978|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|100000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;Java;JavaScript;Objective-C;Python;Ruby;SQL;Swift;HTML;CSS;Bash/Shell
41310|Italy|Moderately satisfied|Computer science, computer engineering, or software engineering|26436.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Objective-C;PHP;SQL;Swift;HTML;CSS
73845|Hungary|Moderately satisfied|Computer science, computer engineering, or software engineering|34296.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;Groovy;Java;JavaScript;Ruby;HTML;CSS;Bash/Shell
31973|Czech Republic|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|40536.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;Lua;Python;SQL;HTML;CSS;Bash/Shell
52154|Turkey|Slightly dissatisfied|Computer science, computer engineering, or software engineering|8004.0|I don't typically exercise|Male|Middle Eastern;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;PHP;Python;SQL;HTML;CSS
48208|Iran, Islamic Republic of...|Extremely satisfied|Computer science, computer engineering, or software engineering|0.0|I don't typically exercise|Male|Middle Eastern|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|18 - 24 years old|I've never had a job|Assembly;C;C++;Java;Python;SQL;HTML;CSS;Bash/Shell
61588|Italy|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|22032.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|55 - 64 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS
96446|Croatia|Moderately satisfied|Computer science, computer engineering, or software engineering|25656.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Python
11514|Australia|Extremely dissatisfied|A business discipline (ex. accounting, finance, marketing)|47984.0|3 - 4 times per week|Female|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|JavaScript;PHP;Ruby;SQL;HTML;CSS
22740|Bangladesh|Moderately satisfied|Computer science, computer engineering, or software engineering|1444.0|3 - 4 times per week|Male|South Asian|Some college/university study without earning a degree|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;SQL;TypeScript;HTML
739|Iran, Islamic Republic of...|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|20000.0|1 - 2 times per week|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;CSS
51724|Czech Republic|Slightly satisfied|Computer science, computer engineering, or software engineering|17376.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|Java
93728|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|110000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C;C++;C#;Java;JavaScript;SQL;Kotlin;Bash/Shell
53978|Ukraine|Moderately satisfied|Computer science, computer engineering, or software engineering|42000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Go;JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
75843|South Korea|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|26352.0|I don't typically exercise|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Ruby;TypeScript;HTML;CSS
60446|India|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|23482.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
52330|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|50904.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|JavaScript;Python;HTML;CSS;Bash/Shell
17298|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|52783.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#
95882|India|Slightly satisfied|Computer science, computer engineering, or software engineering|3756.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;SQL;HTML;CSS
99565|Australia|Extremely dissatisfied|A natural science (ex. biology, chemistry, physics)|84497.0|1 - 2 times per week|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;Python;R;HTML;CSS
9849|Sri Lanka|Extremely satisfied|Computer science, computer engineering, or software engineering|11700.0|3 - 4 times per week|Male|South Asian|Some college/university study without earning a degree|3 - 4 hours|18 - 24 years old|I've never had a job|C++;C#;Java;JavaScript;PHP;SQL;HTML;CSS
2586|United States|Moderately satisfied|Mathematics or statistics|57000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;Perl;R;Bash/Shell
47087|Canada|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|32209.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|R;SQL
20326|Viet Nam|Slightly satisfied|Computer science, computer engineering, or software engineering|3600.0|I don't typically exercise|Male|East Asian|Some college/university study without earning a degree|3 - 4 hours|18 - 24 years old|Less than a year ago|C++;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
35251|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|62000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
27230|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|62507.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
10395|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|93500.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;Ruby;SQL;HTML;CSS;Bash/Shell
4138|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|43482.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;C#;Python;SQL;HTML;CSS;Bash/Shell
56644|Canada|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|44609.0|1 - 2 times per week|Female|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;SQL
30890|India|Extremely satisfied|Computer science, computer engineering, or software engineering|16437.0|I don't typically exercise|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
19432|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|60000.0|3 - 4 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|C#;Java;JavaScript;Perl;Python;SQL;HTML;CSS;Bash/Shell
3|United Kingdom|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|70841.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;Python;Bash/Shell
99139|Turkey|Moderately dissatisfied|Computer science, computer engineering, or software engineering|23844.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP
28919|Israel|Moderately satisfied|Computer science, computer engineering, or software engineering|120000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;Python;R;SQL;TypeScript
83780|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|14976.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;SQL;Bash/Shell
54688|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|690000.0|3 - 4 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;Ruby;HTML;CSS;Bash/Shell
24765|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|110000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;TypeScript
96527|Germany|Slightly dissatisfied|Computer science, computer engineering, or software engineering|70985.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Ruby;SQL
12130|United States|Slightly satisfied|A social science (ex. anthropology, psychology, political science)|30000.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Python;R;HTML
11832|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|44449.0|1 - 2 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;SQL;HTML;CSS;Bash/Shell
57366|Germany|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|1000000.0|3 - 4 times per week|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Perl;SQL;HTML;CSS;Bash/Shell
70359|Other Country (Not Listed Above)|Moderately satisfied|Computer science, computer engineering, or software engineering|12480.0|I don't typically exercise|Female|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|C++;Java;JavaScript;Matlab;PHP;Python;SQL;Visual Basic 6;HTML;CSS
32452|United Kingdom|Slightly dissatisfied|Web development or web design|33.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;HTML;CSS
81220|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|85000.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;Groovy;Java;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
54378|Egypt|Slightly dissatisfied|Computer science, computer engineering, or software engineering|1800.0|I don't typically exercise|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|25 - 34 years old|More than 4 years ago|C;C++;C#;SQL;VBA;Visual Basic 6;HTML;CSS;Bash/Shell
12328|Norway|Moderately satisfied|Information systems, information technology, or system administration|53560.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
72867|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|96000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java;JavaScript;Scala;TypeScript;Bash/Shell
81698|Algeria|Slightly dissatisfied|Computer science, computer engineering, or software engineering|4728.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;Matlab;PHP;Python;SQL;Delphi/Object Pascal;HTML;CSS
19984|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|79552.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;SQL;VBA;VB.NET;Visual Basic 6;HTML;CSS
54322|Czech Republic|Moderately satisfied|Computer science, computer engineering, or software engineering|28956.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;Perl;PHP;Python;SQL;HTML;CSS;Bash/Shell
25522|United Kingdom|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|70841.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
65851|Australia|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|103965.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;VBA;HTML;CSS;Bash/Shell
3119|Ireland|Moderately satisfied|Computer science, computer engineering, or software engineering|88119.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Go;Haskell;Java;JavaScript;R;Scala;SQL;Bash/Shell
22065|United States|Extremely dissatisfied|I never declared a major|98000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;Bash/Shell
89450|Argentina|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|30000.0|1 - 2 times per week|Female|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;SQL;HTML;Bash/Shell
21867|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|41671.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;C#
98905|Japan|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|120000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|JavaScript;Ruby;HTML;CSS
93735|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|30000.0|3 - 4 times per week|Female|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C++;JavaScript;Python;R;SQL;HTML;CSS;Bash/Shell
65710|United States|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|100000.0|3 - 4 times per week|Male|Black or of African descent;East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
50835|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|70000.0|3 - 4 times per week|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|CoffeeScript;Clojure;Java;JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
40989|Ukraine|Slightly satisfied|Computer science, computer engineering, or software engineering|48000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C;C++;Java;JavaScript;Objective-C;Python;TypeScript;Kotlin;HTML;CSS;Bash/Shell
89218|United States|Moderately dissatisfied|Information systems, information technology, or system administration|95000.0|I don't typically exercise|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;Ruby;SQL
69039|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|17640.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Less than a year ago|Assembly;C;C++;C#;Haskell;Java;JavaScript;Python;Scala;Kotlin;HTML;CSS;Bash/Shell
96869|United States|Moderately satisfied|I never declared a major|90000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
37945|Hungary|Slightly satisfied|Computer science, computer engineering, or software engineering|35724.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|Assembly;C;C++;C#;Erlang;Java;JavaScript;Matlab;Objective-C;Python;SQL;Swift;Kotlin;HTML;CSS;Bash/Shell
3472|Ukraine|Slightly satisfied|Computer science, computer engineering, or software engineering|12108.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;SQL
60176|Serbia|Extremely satisfied|Computer science, computer engineering, or software engineering|8808.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;SQL
32041|Malaysia|Slightly satisfied|Mathematics or statistics|19116.0|I don't typically exercise|Female|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C;Java;JavaScript;Objective-C;Swift;HTML;CSS
25425|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|136000.0|Daily or almost every day|Female|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;Go;Java;Python;Bash/Shell
74236|United States|Extremely dissatisfied|A humanities discipline (ex. literature, history, philosophy)|55000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C#;JavaScript;Objective-C;R;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
68601|United Kingdom|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|716748.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;Perl;Python;Bash/Shell
6077|Sweden|Extremely dissatisfied|A natural science (ex. biology, chemistry, physics)|52404.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;Python;SQL;Bash/Shell
101576|United States|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|80000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;PHP;SQL;TypeScript;VB.NET;HTML;CSS
85084|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|109500.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;HTML;CSS
38647|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|180000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C++;JavaScript;Lua;Python;TypeScript;Bash/Shell
71593|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|32000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C#
28195|United States|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|225000.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;Python;SQL;HTML;Bash/Shell
45129|Austria|Moderately satisfied|Computer science, computer engineering, or software engineering|52872.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Objective-C;Python;SQL;TypeScript;Kotlin;HTML;CSS;Bash/Shell
100511|Ireland|Moderately satisfied|Computer science, computer engineering, or software engineering|85671.0|Daily or almost every day|Female|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;Hack;Haskell;Lua;PHP;Python;Ruby;SQL;HTML;CSS;Bash/Shell
23379|Croatia|Slightly satisfied|Computer science, computer engineering, or software engineering|30588.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
99897|United States|Moderately satisfied|Mathematics or statistics|150000.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|CoffeeScript;JavaScript;Python;R;SQL;HTML;Bash/Shell
38054|Belarus|Slightly dissatisfied|Computer science, computer engineering, or software engineering|9684.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
13361|Australia|Moderately dissatisfied|A business discipline (ex. accounting, finance, marketing)|134352.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Clojure;Groovy;Java;JavaScript;Matlab;Python;SQL;Bash/Shell
3552|India|Extremely satisfied|Computer science, computer engineering, or software engineering|9396.0|Daily or almost every day|Male|South Asian|Primary/elementary school|Over 4 hours|18 - 24 years old|Less than a year ago|JavaScript;PHP;SQL;Swift;TypeScript;HTML;CSS
74771|United States|Extremely satisfied|Web development or web design|108600.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;Python;SQL;HTML;CSS
14129|Spain|Extremely satisfied|Information systems, information technology, or system administration|97910.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Java;Scala
9178|Russian Federation|Slightly satisfied|Computer science, computer engineering, or software engineering|8496.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;C#;Java;Objective-C;Python;SQL;Swift
50265|Brazil|Extremely satisfied|Computer science, computer engineering, or software engineering|26196.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;C++;C#;Python;Ruby;TypeScript;Bash/Shell
67284|Venezuela, Bolivarian Republic of...|Moderately satisfied|Information systems, information technology, or system administration|1000000.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
27361|Albania|Slightly dissatisfied|Computer science, computer engineering, or software engineering|35244.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;HTML;CSS
32211|Canada|Slightly satisfied|Computer science, computer engineering, or software engineering|64417.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Erlang;Java;Scala;Swift
92596|United States|Moderately satisfied|Mathematics or statistics|90000.0|Daily or almost every day|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Python
68693|United States|Moderately satisfied|Mathematics or statistics|2600.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|JavaScript;Python;HTML;CSS
13475|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|56460.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C++;C#;CoffeeScript;Java;JavaScript;SQL;HTML;CSS
73635|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|104030.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;Java;Python;Scala;SQL
83171|Bangladesh|Slightly dissatisfied|Computer science, computer engineering, or software engineering|2892.0|I don't typically exercise|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C;C++;Java;PHP;SQL;HTML;CSS
42916|Poland|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|21876.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Java;SQL
14854|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|118366.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Assembly;C;C++;C#;Groovy;Java;JavaScript;Lua;Python;TypeScript;HTML;CSS;Bash/Shell
69500|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|50179.0|3 - 4 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|JavaScript;TypeScript;HTML;CSS;Bash/Shell
90282|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|19236.0|3 - 4 times per week|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;C#;Java;JavaScript;TypeScript;HTML
78866|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|106000.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++
61575|France|Moderately satisfied|Computer science, computer engineering, or software engineering|36716.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|55 - 64 years old|Between 2 and 4 years ago|PHP;SQL;HTML;CSS
36229|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|104678.0|1 - 2 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|Java;Python;Kotlin;HTML;CSS;Bash/Shell
73482|United States|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|125000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|45 - 54 years old|Less than a year ago|Java;JavaScript;SQL;VBA;HTML;CSS;Bash/Shell
100806|Iran, Islamic Republic of...|Moderately satisfied|Computer science, computer engineering, or software engineering|2328.0|Daily or almost every day|Male|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|35 - 44 years old|Between 2 and 4 years ago|C#;SQL;Visual Basic 6;HTML;CSS
93854|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|88000.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|Go;Groovy;Java;JavaScript;Perl;Rust;SQL;TypeScript;Kotlin;HTML;CSS;Bash/Shell
1491|Australia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|36468.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;C#;Java;JavaScript;Python;HTML;CSS;Bash/Shell
78846|Belarus|Moderately dissatisfied|Computer science, computer engineering, or software engineering|34800.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Java
46475|Germany|Extremely satisfied|Information systems, information technology, or system administration|67560.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|CoffeeScript;Java;JavaScript;Python;Ruby;SQL;CSS;Bash/Shell
16524|China|Moderately satisfied|Computer science, computer engineering, or software engineering|20568.0|1 - 2 times per week|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Python;R;SQL;TypeScript;HTML;CSS
23659|Canada|Extremely satisfied|Mathematics or statistics|64417.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|CoffeeScript;Go;JavaScript;Lua;PHP;Python;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
55797|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|31948.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;JavaScript;SQL;VB.NET;Visual Basic 6;HTML;CSS
53683|United Kingdom|Moderately satisfied|Web development or web design|69452.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|45 - 54 years old|More than 4 years ago|Java;JavaScript;Kotlin;HTML;CSS;Bash/Shell
67567|United States|Moderately satisfied|Information systems, information technology, or system administration|63000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;Cobol;HTML;CSS;Bash/Shell
65905|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|68000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Perl;Ruby;Rust;HTML;CSS;Bash/Shell
52846|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|41000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|More than 4 years ago|C++;C#;Java;JavaScript;PHP;Python;SQL;HTML;CSS
74298|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|100000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
11565|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|60000.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;Haskell;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
13432|China|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|31788.0|1 - 2 times per week|Female;Transgender;Non-binary, genderqueer, or gender non-conforming|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Groovy;Java;JavaScript;Python;HTML;CSS;Bash/Shell
16723|Russian Federation|Slightly dissatisfied|Mathematics or statistics|12732.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Java;JavaScript;SQL
2380|Serbia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|27276.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|Java
51735|Poland|Moderately dissatisfied|Computer science, computer engineering, or software engineering|59988.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
80999|United States|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|82000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Java;JavaScript;PHP;SQL;Bash/Shell
4046|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|119058.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Haskell;JavaScript;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
77052|United States|Moderately satisfied|Web development or web design|10000.0|1 - 2 times per week|Non-binary, genderqueer, or gender non-conforming|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;Java;PHP;SQL;Swift;HTML;CSS
33532|India|Slightly satisfied|Web development or web design|4512.0|1 - 2 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;Java;JavaScript;PHP;SQL;VBA;VB.NET;HTML;CSS
43376|United Kingdom|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|150012.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;Python;Ruby;HTML;CSS
72696|Russian Federation|Moderately satisfied|Information systems, information technology, or system administration|21228.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|C#;JavaScript;PHP;TypeScript;HTML;CSS
29028|Canada|Slightly satisfied|Computer science, computer engineering, or software engineering|66027.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;Visual Basic 6
39401|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|82500.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS
94400|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|66674.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C++;C#;JavaScript;Lua;SQL;TypeScript;HTML;CSS;Bash/Shell
51679|United States|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|101000.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|PHP;Ruby;Scala;SQL;TypeScript;HTML;CSS
67118|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|73433.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Haskell;JavaScript;Python;Rust;Scala;SQL;HTML;CSS;Bash/Shell
2423|India|Moderately satisfied|Information systems, information technology, or system administration|2820.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|PHP;Python
92180|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|155000.0|3 - 4 times per week|Male|White or of European descent|Associate degree|Less than 30 minutes|45 - 54 years old|Less than a year ago|Erlang;JavaScript;Python;Ruby;SQL;HTML;CSS;Bash/Shell
1381|Brazil|Slightly dissatisfied|Information systems, information technology, or system administration|37428.0|Daily or almost every day|Male|White or of European descent|They never completed any formal education|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Perl;PHP;SQL;TypeScript;VBA;VB.NET;Visual Basic 6;HTML;CSS
18603|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|75000.0|1 - 2 times per week|Male|South Asian|Associate degree|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;Objective-C;Swift;HTML;CSS
74152|Australia|Extremely satisfied|Computer science, computer engineering, or software engineering|15000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Assembly;C;C++;Go;Java;JavaScript;Python;TypeScript;HTML;CSS;Bash/Shell
33569|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|190000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Java;JavaScript;Python;HTML;CSS
25229|Other Country (Not Listed Above)|Moderately satisfied|Computer science, computer engineering, or software engineering|30600.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|PHP;SQL;Delphi/Object Pascal;HTML
50720|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|125000.0|I don't typically exercise|Male|Black or of African descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Go;Lua;Perl;Python;SQL
51356|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|101383.0|1 - 2 times per week|Female|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;SQL;HTML;CSS;Bash/Shell
6774|Hong Kong (S.A.R.)|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|130896.0|I don't typically exercise|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|I've never had a job|Assembly;C#;Erlang;Java;JavaScript;Objective-C;PHP;Python;SQL;TypeScript;HTML;CSS
94763|United States|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|43000.0|1 - 2 times per week|Female|Black or of African descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;HTML;CSS
66432|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|19464.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript
100060|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|100000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#
47630|United States|Moderately satisfied|Mathematics or statistics|262000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|45 - 54 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML
47544|United States|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|55000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;PHP;Python;SQL;VB.NET;HTML;CSS;Bash/Shell
59201|New Zealand|Moderately satisfied|Computer science, computer engineering, or software engineering|87701.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|Go;JavaScript;Lua;PHP;Python;SQL;HTML;CSS;Bash/Shell
48597|France|Moderately satisfied|Information systems, information technology, or system administration|38184.0|3 - 4 times per week|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|More than 4 years ago|C;C++;Java;JavaScript;SQL;TypeScript;Visual Basic 6;HTML;CSS
70671|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|140000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;JavaScript;Objective-C;Ruby;Swift;HTML;CSS;Bash/Shell
58427|Argentina|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|26400.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
70505|Finland|Moderately dissatisfied|A business discipline (ex. accounting, finance, marketing)|64620.0|I don't typically exercise|Male|White or of European descent|Associate degree|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;HTML;CSS
71718|United States|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|180000.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|55 - 64 years old|Between 2 and 4 years ago|Java;JavaScript;Objective-C;Python;Ruby;Scala;SQL;Bash/Shell
31961|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|84000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;Java;JavaScript;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
69533|India|Moderately satisfied|Computer science, computer engineering, or software engineering|5640.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|JavaScript;PHP;Python;HTML;CSS
91590|Germany|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|85671.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Go;JavaScript;PHP;Python;HTML;CSS;Bash/Shell
32597|Japan|Moderately satisfied|Computer science, computer engineering, or software engineering|0.0|Daily or almost every day|Male|White or of European descent|Associate degree|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|JavaScript;Ruby;HTML;CSS;Bash/Shell
73273|India|Moderately satisfied|Computer science, computer engineering, or software engineering|20000.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;PHP;Python;SQL;VB.NET;HTML;CSS
60219|Hong Kong (S.A.R.)|Slightly satisfied|Computer science, computer engineering, or software engineering|67351.0|I don't typically exercise|Male|East Asian;South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C;C++;JavaScript;Python;TypeScript;Ocaml;Bash/Shell
98153|Australia|Extremely dissatisfied|A business discipline (ex. accounting, finance, marketing)|51983.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Ruby;SQL;HTML;CSS
51967|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|185400.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;F#
44558|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|51408.0|I don't typically exercise|Male|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;PHP;TypeScript;HTML;CSS;Bash/Shell
43523|Germany|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|40388.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|R
68343|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|63979.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|45 - 54 years old|Between 1 and 2 years ago|C;CoffeeScript;JavaScript;Perl;PHP;Python;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
70062|United States|Extremely satisfied|Information systems, information technology, or system administration|70000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Python;R;SQL
79309|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|160000.0|I don't typically exercise|Male|Black or of African descent|Primary/elementary school|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;Python;SQL;TypeScript;HTML;CSS
71745|Indonesia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|6984.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C;C++;C#;Java;JavaScript;PHP;SQL;TypeScript;VB.NET;Visual Basic 6;Kotlin;Delphi/Object Pascal;HTML;CSS
62008|Austria|Extremely satisfied|Computer science, computer engineering, or software engineering|22032.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;C#;Java;JavaScript;Python;Swift;Bash/Shell
941|United States|Neither satisfied nor dissatisfied|I never declared a major|72000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;VB.NET;HTML;CSS;Bash/Shell
52581|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|1000000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Go;Java;JavaScript;Python;Rust;HTML;CSS;Bash/Shell
69528|Bangladesh|Moderately satisfied|Computer science, computer engineering, or software engineering|10824.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;Python
9141|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|70000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;C#;F#;Java;Python
100803|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|70000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|Java;JavaScript;Python;HTML;CSS
487|Australia|Slightly satisfied|Computer science, computer engineering, or software engineering|87971.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|C++;C#;JavaScript;SQL;TypeScript;HTML;CSS
92012|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|110000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|Between 1 and 2 years ago|Groovy;Java;JavaScript;Objective-C;SQL;HTML;CSS;Bash/Shell
67184|Spain|Extremely satisfied|Computer science, computer engineering, or software engineering|24478.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Primary/elementary school|Over 4 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;Java;JavaScript;PHP;Python;Delphi/Object Pascal;HTML;CSS;Bash/Shell
40645|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|175384.0|I don't typically exercise|Non-binary, genderqueer, or gender non-conforming|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|55 - 64 years old|Less than a year ago|C;C++;Objective-C;Python
7842|Poland|Slightly satisfied|I never declared a major|12348.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;JavaScript;Lua;TypeScript;HTML;CSS;Bash/Shell
54102|India|Extremely satisfied|Computer science, computer engineering, or software engineering|18785.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|Go;Java;PHP;Python;TypeScript;HTML;CSS
12334|India|Moderately dissatisfied|Computer science, computer engineering, or software engineering|37572.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;Python
5549|Hungary|Moderately satisfied|Computer science, computer engineering, or software engineering|32160.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C#;Java;JavaScript;SQL;TypeScript;HTML;CSS
85263|Australia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|63979.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|Between 1 and 2 years ago|C;C++;Java;Objective-C;SQL;Swift
94464|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|280000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C;Java;JavaScript;Lua;Objective-C;Python;R;Ruby;Rust;SQL;HTML;CSS;Bash/Shell
53082|Japan|Extremely dissatisfied|Computer science, computer engineering, or software engineering|54293.0|1 - 2 times per week|Male|East Asian|They never completed any formal education|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
43419|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|20592.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;Python;SQL;HTML;CSS;Bash/Shell
60065|Russian Federation|Slightly satisfied|Computer science, computer engineering, or software engineering|50400.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;CSS;Bash/Shell
51539|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|45528.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|More than 4 years ago|Java;JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
45478|Canada|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|70054.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;Python;SQL;CSS
93300|India|Slightly satisfied|Computer science, computer engineering, or software engineering|6576.0|1 - 2 times per week|Female|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;SQL
24330|Sri Lanka|Moderately satisfied|Computer science, computer engineering, or software engineering|16200.0|I don't typically exercise|Male|South Asian|Primary/elementary school|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;SQL;TypeScript;HTML;CSS
63727|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|1440000.0|3 - 4 times per week|Female|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Python;SQL;HTML;CSS;Bash/Shell
96429|Liechtenstein|Extremely satisfied|Information systems, information technology, or system administration|0.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C#;JavaScript;Python;SQL;Swift;TypeScript;HTML;CSS
28342|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|35768.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;C#;Haskell;Java;Scala;SQL;Swift;HTML;CSS
80964|Argentina|Extremely satisfied|Computer science, computer engineering, or software engineering|14400.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;Java;JavaScript;Python;TypeScript;HTML;CSS
49057|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|50005.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|JavaScript;PHP;TypeScript;HTML;CSS
49447|United Kingdom|Slightly dissatisfied|A natural science (ex. biology, chemistry, physics)|53061.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Python;R;SQL;Bash/Shell
24085|Nigeria|Moderately dissatisfied|Mathematics or statistics|2664.0|I don't typically exercise|Male|Black or of African descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;PHP;TypeScript;HTML;CSS
59755|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|55075.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C#;JavaScript;PHP;Python;HTML;CSS
14849|United States|Extremely satisfied|I never declared a major|120000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;R;SQL;TypeScript;VB.NET;HTML;CSS
34164|Philippines|Extremely satisfied|Computer science, computer engineering, or software engineering|18192.0|1 - 2 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|C++;C#;Java;JavaScript;PHP;SQL;HTML;CSS
71508|Sweden|Slightly dissatisfied|Computer science, computer engineering, or software engineering|89832.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;F#;Java;Bash/Shell
18933|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|96000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Go;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
30031|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|135441.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C;C++;C#;Lua;Matlab;Python;Bash/Shell
68789|Japan|Slightly dissatisfied|Information systems, information technology, or system administration|39257.0|1 - 2 times per week|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;Go;Java;JavaScript;Matlab;PHP;Swift;VBA;HTML
22841|Poland|Extremely satisfied|Computer science, computer engineering, or software engineering|35292.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
54999|Portugal|Slightly satisfied|Mathematics or statistics|73433.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Java;JavaScript;SQL;HTML;CSS;Bash/Shell
34076|United States|Moderately dissatisfied|A humanities discipline (ex. literature, history, philosophy)|82000.0|I don't typically exercise|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;Ruby;SQL;HTML;CSS;Bash/Shell
71431|Ukraine|Moderately dissatisfied|Computer science, computer engineering, or software engineering|14400.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Groovy;Java;Scala
70262|Switzerland|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|625620.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|65 years or older|More than 4 years ago|C;JavaScript;Perl;PHP;Ruby;HTML;CSS;Bash/Shell
5280|France|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|42836.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;SQL;Delphi/Object Pascal;HTML;CSS
101502|France|Moderately satisfied|Computer science, computer engineering, or software engineering|55075.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;Kotlin;HTML;CSS
47205|United Kingdom|Moderately dissatisfied|I never declared a major|62507.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|JavaScript;Rust;SQL;HTML;CSS;Bash/Shell
41513|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|2000000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;SQL;HTML;CSS
41433|Germany|Extremely dissatisfied|Computer science, computer engineering, or software engineering|85671.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;SQL;TypeScript;VB.NET;HTML;Bash/Shell
87857|Turkey|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|22248.0|I don't typically exercise|Male|Middle Eastern|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C#;SQL;Delphi/Object Pascal;HTML;CSS
69492|Poland|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|70572.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;R;Ruby;SQL;HTML;CSS;Bash/Shell
85880|United States|Moderately satisfied|I never declared a major|145000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|Haskell;Java;JavaScript;Python;Scala;SQL;Bash/Shell
19053|Philippines|Moderately satisfied|Information systems, information technology, or system administration|15360.0|3 - 4 times per week|Male|East Asian|They never completed any formal education|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;VB.NET
28210|India|Slightly satisfied|Computer science, computer engineering, or software engineering|3756.0|Daily or almost every day|Female;Male|South Asian|Primary/elementary school|1 - 2 hours|18 - 24 years old|Less than a year ago|Assembly;Java;JavaScript;PHP;Python;SQL;HTML;CSS
21359|Switzerland|Slightly satisfied|Computer science, computer engineering, or software engineering|65064.0|3 - 4 times per week|Male|White or of European descent|Primary/elementary school|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;C#;Java;JavaScript;PHP;Python;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
89756|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|160000.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;Objective-C;Ruby;Swift;HTML;CSS;Bash/Shell
12505|South Korea|Slightly satisfied|Information systems, information technology, or system administration|80000.0|I don't typically exercise|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;Objective-C;PHP;Python;SQL;Swift;Bash/Shell
13283|Norway|Moderately dissatisfied|Information systems, information technology, or system administration|765138.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C;C#;Python;SQL;TypeScript;Bash/Shell
20770|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|100652.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Clojure;Java;Ruby;SQL;Ocaml;HTML;CSS;Bash/Shell
15281|Brazil|Extremely dissatisfied|Computer science, computer engineering, or software engineering|22452.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Python
20489|Bangladesh|Slightly satisfied|Computer science, computer engineering, or software engineering|21660.0|3 - 4 times per week|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Scala;SQL;TypeScript;HTML;CSS;Bash/Shell
2941|Canada|Slightly satisfied|Computer science, computer engineering, or software engineering|74885.0|I don't typically exercise|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|Java;JavaScript;HTML;CSS;Bash/Shell
5875|Nigeria|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|4164.0|3 - 4 times per week|Male|Black or of African descent|Professional degree (JD, MD, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS
30029|Brazil|Moderately satisfied|Web development or web design|11232.0|I don't typically exercise|Male|Black or of African descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Java;PHP;SQL;Kotlin;HTML;CSS
84753|China|Moderately satisfied|Computer science, computer engineering, or software engineering|82592.0|3 - 4 times per week|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;Ruby;SQL;Swift;HTML;CSS
9193|Paraguay|Extremely dissatisfied|Computer science, computer engineering, or software engineering|200000.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;Java;JavaScript;Objective-C;PHP;Python;SQL;Swift;HTML;CSS
60144|France|Moderately satisfied|Computer science, computer engineering, or software engineering|50179.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;JavaScript;Objective-C;Python;SQL;HTML;CSS;Bash/Shell
21376|Russian Federation|Slightly satisfied|Computer science, computer engineering, or software engineering|10620.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|PHP;Ruby;HTML;CSS
55750|Ireland|Slightly dissatisfied|Computer science, computer engineering, or software engineering|85671.0|3 - 4 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;CoffeeScript;JavaScript;Ruby;SQL;TypeScript;HTML;CSS
52650|Russian Federation|Moderately satisfied|Information systems, information technology, or system administration|12732.0|3 - 4 times per week|Male|White or of European descent|Associate degree|Less than 30 minutes|18 - 24 years old|Less than a year ago|JavaScript;TypeScript;HTML;CSS
7045|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|58340.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
74974|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|200000.0|3 - 4 times per week|Female|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|C#;Java;Objective-C;PHP;Python;Ruby;SQL;Swift;VBA;VB.NET;Visual Basic 6
48918|Denmark|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|89148.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;C#;Python;Delphi/Object Pascal
96692|Brazil|Slightly satisfied|Computer science, computer engineering, or software engineering|21336.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Ruby;SQL;HTML;CSS
23466|Germany|Moderately satisfied|Information systems, information technology, or system administration|16884.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|C++;Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
16315|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|45876.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C;C++;C#;Objective-C;Python;Ruby;SQL;Swift
64699|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|71000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Assembly;C;C++;JavaScript;TypeScript;HTML;CSS
1225|United States|Moderately dissatisfied|A business discipline (ex. accounting, finance, marketing)|170000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
6917|France|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|58752.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|45 - 54 years old|Less than a year ago|Assembly;C;SQL;Delphi/Object Pascal;HTML;Bash/Shell
42719|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|89175.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|45 - 54 years old|More than 4 years ago|Java;JavaScript;SQL;HTML;CSS
44316|Norway|Moderately dissatisfied|Information systems, information technology, or system administration|77789.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|Groovy;JavaScript;Lua;Perl;HTML;CSS
41163|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|156000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Assembly;C;Java;Python;HTML;Bash/Shell
57059|Russian Federation|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|34176.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Java
71567|France|Slightly dissatisfied|Computer science, computer engineering, or software engineering|51408.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;TypeScript;Kotlin;HTML;CSS;Bash/Shell
80244|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|82000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS
40583|Brazil|Moderately dissatisfied|Computer science, computer engineering, or software engineering|22452.0|1 - 2 times per week|Male|Black or of African descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|18 - 24 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript;HTML;CSS
63877|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|62000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;TypeScript;HTML
75721|United States|Moderately satisfied|Mathematics or statistics|120000.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|45 - 54 years old|Between 1 and 2 years ago|JavaScript;SQL;Bash/Shell
9044|United States|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|100000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Python;R;SQL;HTML;Bash/Shell
94033|Poland|Slightly dissatisfied|Computer science, computer engineering, or software engineering|28236.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
21842|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|63979.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;Python;Bash/Shell
25412|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|1800000.0|1 - 2 times per week|Female|South Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|JavaScript;Perl;PHP;Python;SQL;HTML;CSS;Bash/Shell
5637|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|145000.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|3 - 4 hours|35 - 44 years old|More than 4 years ago|C#;Java;JavaScript;PHP;SQL;VB.NET;HTML;CSS
81885|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|76514.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|45 - 54 years old|Between 2 and 4 years ago|Java;SQL;TypeScript;HTML;CSS
23811|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|36720.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Go;Java;JavaScript;Lua;Objective-C;Perl;PHP;Python;Rust;Swift
8491|United States|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|155000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Clojure;Python;Ruby
22497|Russian Federation|Moderately satisfied|Computer science, computer engineering, or software engineering|14856.0|I don't typically exercise|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Assembly;Groovy;Java;SQL;Bash/Shell
54105|United Kingdom|Moderately dissatisfied|Computer science, computer engineering, or software engineering|55562.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
34938|Brazil|Moderately dissatisfied|Web development or web design|33684.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;HTML;CSS;Bash/Shell
3527|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|90000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;SQL
33264|United States|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|88000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|Less than 30 minutes|45 - 54 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS
99086|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|100000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Go;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
73875|Pakistan|Extremely satisfied|Computer science, computer engineering, or software engineering|18000.0|1 - 2 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;TypeScript;Kotlin
52562|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|62507.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;VB.NET;HTML;CSS
58428|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|135000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|55 - 64 years old|Between 2 and 4 years ago|Perl;Python
62328|Germany|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|17628.0|3 - 4 times per week|Male|Middle Eastern;White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;Java;JavaScript;Matlab;PHP;SQL
31791|Ireland|Moderately satisfied|Mathematics or statistics|64254.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
99681|United Kingdom|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|88899.0|Daily or almost every day|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;Matlab;Python;HTML;CSS;Bash/Shell
49150|France|Moderately satisfied|Computer science, computer engineering, or software engineering|22320.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Between 2 and 4 years ago|C;C++;C#;Java;JavaScript;Lua;PHP;Python;SQL;TypeScript;VBA;HTML;CSS;Bash/Shell
2590|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|137000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|CoffeeScript;JavaScript;Ruby;SQL;HTML;CSS
34691|Denmark|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|69036.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;C#;Lua;Python;Bash/Shell
47689|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|56673.0|I don't typically exercise|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;PHP;Python;HTML;CSS;Bash/Shell
28311|France|Slightly dissatisfied|A business discipline (ex. accounting, finance, marketing)|48955.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;PHP;HTML;CSS
73456|Finland|Extremely satisfied|Computer science, computer engineering, or software engineering|63642.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Clojure;Java;JavaScript;Scala;SQL;HTML;CSS;Bash/Shell
86363|Italy|Slightly satisfied|Computer science, computer engineering, or software engineering|44060.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|Groovy;Java;JavaScript;PHP;Python;Ruby;HTML;CSS;Bash/Shell
41676|France|Moderately dissatisfied|Computer science, computer engineering, or software engineering|45732.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Java;JavaScript;Python;Scala;TypeScript;HTML;CSS
30328|Australia|Slightly satisfied|Computer science, computer engineering, or software engineering|71976.0|3 - 4 times per week|Female|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;Java
49531|Belarus|Slightly satisfied|Computer science, computer engineering, or software engineering|8472.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|More than 4 years ago|Python;SQL
1395|Brazil|Slightly satisfied|Information systems, information technology, or system administration|9360.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Java;JavaScript;Python;SQL;HTML;CSS
63102|Australia|Extremely satisfied|Computer science, computer engineering, or software engineering|127957.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Clojure;JavaScript;Objective-C;Python;SQL;Swift;HTML;CSS;Bash/Shell
64911|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|966768.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;Java;JavaScript;SQL;HTML;CSS
39116|China|Slightly dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|13092.0|1 - 2 times per week|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;Python;HTML;CSS
90189|India|Slightly satisfied|Computer science, computer engineering, or software engineering|2256.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|JavaScript;HTML;CSS
44567|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|122388.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C#;SQL;VBA;VB.NET;HTML;CSS
17871|United States|Slightly satisfied|Information systems, information technology, or system administration|58000.0|1 - 2 times per week|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
97417|Belarus|Moderately dissatisfied|Computer science, computer engineering, or software engineering|30000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C++;C#;SQL
93613|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|38337.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C++;C#;CoffeeScript;Java;JavaScript;Matlab;PHP;Python;SQL;TypeScript;VB.NET;HTML;CSS;Bash/Shell
28193|United Kingdom|Neither satisfied nor dissatisfied|A natural science (ex. biology, chemistry, physics)|173650.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|Less than a year ago|C;Java;Objective-C;Swift;Kotlin;HTML
57405|Spain|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|32979.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C;C++;Python;Bash/Shell
96255|Spain|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|24478.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS
56472|Finland|Moderately satisfied|Mathematics or statistics|71232.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;Groovy;Java;JavaScript;PHP;Python;SQL;TypeScript;HTML
83120|Germany|Slightly dissatisfied|Computer science, computer engineering, or software engineering|61194.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
99052|Germany|Slightly dissatisfied|Computer science, computer engineering, or software engineering|67313.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;SQL
66979|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|92000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;Clojure;F#;Go;JavaScript;SQL;TypeScript
31119|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|173650.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|Objective-C;Swift
38899|Israel|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|64944.0|I don't typically exercise|Male|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;Java;JavaScript;Objective-C;Python;SQL;Swift;HTML;CSS
80757|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|30559.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Groovy;Java;JavaScript;Scala;Swift;Kotlin;Ocaml;Bash/Shell
62003|United States|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|87000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;Java;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
89038|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|822444.0|1 - 2 times per week|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Objective-C;HTML;CSS
23672|Ecuador|Slightly satisfied|Computer science, computer engineering, or software engineering|42000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Groovy;Java;JavaScript;Objective-C;SQL;TypeScript;VB.NET;Visual Basic 6;HTML;CSS;Bash/Shell
49372|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|48000.0|1 - 2 times per week|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;PHP;HTML;CSS
22513|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|17592.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
64426|Spain|Moderately satisfied|Information systems, information technology, or system administration|29373.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|Less than a year ago|Java;SQL
77327|India|Moderately satisfied|Computer science, computer engineering, or software engineering|15888.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C++;Java;JavaScript;Python;Scala;SQL;HTML;CSS;Bash/Shell
68270|India|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|6951.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;TypeScript;HTML;CSS
19324|Canada|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|32209.0|I don't typically exercise|Non-binary, genderqueer, or gender non-conforming|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Assembly;C;C++;C#;Java;JavaScript;Julia;Matlab;PHP;Python;Bash/Shell
78291|Sweden|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|56591.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|CoffeeScript;Java;JavaScript;Ruby;SQL
19125|United Kingdom|Slightly dissatisfied|Computer science, computer engineering, or software engineering|62507.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Go;Java;JavaScript;Python;HTML;CSS
2404|Australia|Slightly satisfied|Information systems, information technology, or system administration|63835.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;Perl;PHP;Python;SQL;HTML;CSS;Bash/Shell
84046|France|Extremely satisfied|Computer science, computer engineering, or software engineering|35988.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;PHP;HTML;CSS
89877|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|67000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|1 - 2 hours|35 - 44 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
84796|India|Slightly satisfied|Computer science, computer engineering, or software engineering|5256.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Objective-C;Swift
10333|El Salvador|Slightly dissatisfied|Computer science, computer engineering, or software engineering|9432.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C#;Python;VB.NET;Visual Basic 6
35830|Mexico|Moderately dissatisfied|Web development or web design|13536.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;PHP;SQL;TypeScript;VB.NET;HTML;CSS
56268|Canada|Extremely dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|201303.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;C++;C#;Haskell;JavaScript;Matlab;Python;SQL;VB.NET;HTML;CSS;Bash/Shell
33451|United States|Extremely satisfied|Information systems, information technology, or system administration|92000.0|Daily or almost every day|Male|White or of European descent|Associate degree|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;VB.NET;HTML;CSS
81|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|73428.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|C;C++;C#;Java;JavaScript;VB.NET;HTML;CSS;Bash/Shell
58242|Bangladesh|Slightly satisfied|Computer science, computer engineering, or software engineering|2604.0|I don't typically exercise|Female|East Asian|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|Assembly;C;C++;C#;Java;JavaScript;PHP;Python;SQL;HTML;CSS
16314|Nigeria|Moderately dissatisfied|Computer science, computer engineering, or software engineering|3096.0|I don't typically exercise|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;SQL;HTML;CSS
48723|Canada|Slightly dissatisfied|Computer science, computer engineering, or software engineering|96626.0|1 - 2 times per week|Female|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;Perl;HTML
19428|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|71500.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;Objective-C;Python;SQL;Swift;TypeScript;Kotlin;HTML;CSS;Bash/Shell
2382|Austria|Moderately satisfied|Computer science, computer engineering, or software engineering|57400.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C;Java;Python;Ruby
75427|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|88000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;CSS;Bash/Shell
37441|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|106000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|Python;R;SQL;Bash/Shell
25755|Netherlands|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|61194.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Matlab;Python;Ruby;HTML;CSS
2367|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|90000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|Java
81005|Russian Federation|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|24000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Python;TypeScript;HTML;CSS;Bash/Shell
6976|United States|Slightly dissatisfied|A social science (ex. anthropology, psychology, political science)|60060.0|1 - 2 times per week|Female|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;R;SQL;VBA;HTML;CSS
51524|France|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|46507.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;SQL;Bash/Shell
67784|Switzerland|Extremely dissatisfied|Computer science, computer engineering, or software engineering|62556.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;R
91089|Poland|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|44111.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|45 - 54 years old|More than 4 years ago|JavaScript;Lua;PHP;Python;SQL;HTML;CSS;Bash/Shell
98712|France|Moderately dissatisfied|Web development or web design|666744.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;TypeScript;HTML;CSS
11126|India|Slightly satisfied|Computer science, computer engineering, or software engineering|10958.0|Daily or almost every day|Male|South Asian|Primary/elementary school|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;Python;TypeScript;HTML;CSS;Bash/Shell
41240|Singapore|Slightly satisfied|Computer science, computer engineering, or software engineering|54504.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;Objective-C;PHP;Python;SQL;HTML;CSS;Bash/Shell
71104|Switzerland|Slightly dissatisfied|Computer science, computer engineering, or software engineering|112611.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;Java
16345|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|155000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|Less than a year ago|C;C++;C#;Go;Groovy;Java;JavaScript;Lua;Objective-C;Perl;PHP;Python;SQL;TypeScript;VB.NET;HTML;CSS;Bash/Shell
48980|Canada|Slightly dissatisfied|Computer science, computer engineering, or software engineering|30598.0|I don't typically exercise|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;C#;JavaScript;SQL;HTML;CSS
4495|Netherlands|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|105253.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C;C#;Java;JavaScript;PHP;Python;SQL;HTML;CSS
101524|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|80000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Go;JavaScript;Python;SQL;TypeScript;Bash/Shell
96543|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|90000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
51342|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|40000.0|Daily or almost every day|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Assembly;C;C++;C#;JavaScript;Lua;Objective-C;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
41205|Poland|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|32460.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;SQL;Bash/Shell
89555|Spain|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|35492.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C++;C#
9323|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|90000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|More than 4 years ago|JavaScript;PHP;HTML;CSS
94866|Italy|Moderately satisfied|Computer science, computer engineering, or software engineering|39164.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Go;Java
46524|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|225000.0|I don't typically exercise|Male|East Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|45 - 54 years old|Less than a year ago|C++;Java;Python;R;Scala;Bash/Shell
12942|India|Slightly satisfied|Computer science, computer engineering, or software engineering|28961.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Python;SQL;HTML;CSS
28200|United Kingdom|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|58340.0|3 - 4 times per week|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;R
75631|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|112730.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
14693|Viet Nam|Slightly satisfied|Computer science, computer engineering, or software engineering|7200.0|I don't typically exercise|Male|Native American, Pacific Islander, or Indigenous Australian|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|PHP;Python;Ruby;HTML
84818|Belarus|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|6048.0|I don't typically exercise|Female|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|Java;SQL;Kotlin
56038|Canada|Moderately dissatisfied|Computer science, computer engineering, or software engineering|58781.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C;C++;C#;Java;JavaScript;SQL;VBA;HTML
11653|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|70000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;Go;Python;Ruby;SQL;Kotlin;HTML;CSS;Bash/Shell
87536|United States|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|345000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
1790|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|60000.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
39829|United States|Moderately dissatisfied|Mathematics or statistics|75000.0|I don't typically exercise|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|PHP;Python
8186|United States|Moderately dissatisfied|Mathematics or statistics|100000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|JavaScript;Python;SQL;HTML;Bash/Shell
34981|Australia|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|53582.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|Java;SQL;Bash/Shell
570|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|34726.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;Java;JavaScript;Scala;SQL;HTML;CSS
9385|Romania|Moderately dissatisfied|Mathematics or statistics|10284.0|I don't typically exercise|Male|White or of European descent|Associate degree|3 - 4 hours|18 - 24 years old|Between 1 and 2 years ago|C;C++;C#;Java;Matlab
21140|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|6012.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;C#;Java;JavaScript;Ruby
63173|United States|Moderately satisfied|Mathematics or statistics|66000.0|3 - 4 times per week|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;C#;JavaScript;PHP;Python;R;Ruby;SQL;VBA;Visual Basic 6;HTML;CSS
74670|Russian Federation|Moderately satisfied|Information systems, information technology, or system administration|33972.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Groovy;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
2813|Spain|Moderately dissatisfied|A humanities discipline (ex. literature, history, philosophy)|35988.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|45 - 54 years old|Between 1 and 2 years ago|JavaScript;PHP;Ruby;SQL;HTML;CSS
24634|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|80000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C;C#;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
30790|Poland|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|40584.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|PHP;Python;Ruby;HTML;CSS;Bash/Shell
19820|Costa Rica|Slightly satisfied|Computer science, computer engineering, or software engineering|45000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|More than 4 years ago|Java;JavaScript;SQL;HTML;CSS;Bash/Shell
6792|France|Moderately satisfied|Computer science, computer engineering, or software engineering|0.0|3 - 4 times per week|Male|Middle Eastern|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Scala;SQL;CSS;Bash/Shell
50772|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|35244.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
21268|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|58340.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;Python;SQL;HTML;CSS
16814|Switzerland|Extremely satisfied|Computer science, computer engineering, or software engineering|93842.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|CoffeeScript;Java;JavaScript;Lua;Perl;PHP;Ruby;SQL;HTML;CSS;Bash/Shell
78559|Brazil|Slightly dissatisfied|Mathematics or statistics|524016.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|55 - 64 years old|More than 4 years ago|Java;JavaScript;PHP;SQL;Cobol;HTML;CSS;Bash/Shell
13456|Australia|Slightly satisfied|Mathematics or statistics|111963.0|I don't typically exercise|Male|East Asian|Professional degree (JD, MD, etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|C;C++;R;SQL;Bash/Shell
82479|United States|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|64000.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C;Java;JavaScript;PHP;Python;SQL;HTML;CSS
12687|United States|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|85000.0|1 - 2 times per week|Female|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|R;SQL;HTML
95004|United States|Extremely satisfied|Information systems, information technology, or system administration|84000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;Java;JavaScript;HTML
68560|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|50000.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;C++;Go;Haskell;Java;Python;Ruby;HTML;CSS;Bash/Shell
73332|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|25003.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|JavaScript;PHP;SQL;HTML;CSS
35379|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|82000.0|1 - 2 times per week|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C;C++;Java;JavaScript;PHP;Python;Ruby;SQL;HTML;CSS;Bash/Shell
490|Ireland|Slightly dissatisfied|Computer science, computer engineering, or software engineering|48955.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Go;Groovy;JavaScript;Python;Ruby;SQL;HTML;CSS;Bash/Shell
87076|United Kingdom|Moderately satisfied|I never declared a major|44449.0|I don't typically exercise|Male|White or of European descent|They never completed any formal education|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C++;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
79639|India|Moderately satisfied|Web development or web design|5640.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;Java;JavaScript;PHP;HTML;CSS
15904|Nepal|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|1176.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;Java;JavaScript;Matlab;PHP;SQL;HTML;CSS
51794|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|48616.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;SQL;Kotlin
63047|Australia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|59980.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;Groovy;PHP;SQL;VB.NET;HTML;CSS
42429|Germany|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|30597.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Python;R;Scala
32414|France|Extremely satisfied|Computer science, computer engineering, or software engineering|153000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C#;F#;JavaScript;PHP;SQL;TypeScript;HTML;CSS
4503|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|122388.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#
7602|Netherlands|Slightly dissatisfied|Computer science, computer engineering, or software engineering|44064.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;HTML;CSS;Bash/Shell
72122|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|170000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 1 and 2 years ago|Assembly;C;C++;C#;Bash/Shell
3013|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|70000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;C#;Clojure;Java;JavaScript;PHP;Python;Ruby;SQL;HTML;CSS
62829|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|79973.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;Groovy;JavaScript;Python;Ruby;Bash/Shell
5123|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|78000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Go;Groovy;Java;Python;Scala;Bash/Shell
88781|Netherlands|Extremely satisfied|Computer science, computer engineering, or software engineering|51408.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Haskell;Java;JavaScript;PHP;Python;Scala;SQL;Bash/Shell
63483|United States|Slightly dissatisfied|A humanities discipline (ex. literature, history, philosophy)|110.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|55 - 64 years old|Between 2 and 4 years ago|R;SQL;VBA;VB.NET;HTML
16053|India|Extremely dissatisfied|Computer science, computer engineering, or software engineering|9393.0|I don't typically exercise|Male|South Asian|Professional degree (JD, MD, etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|C#;JavaScript;Python;HTML;CSS;Bash/Shell
69725|Germany|Slightly satisfied|Computer science, computer engineering, or software engineering|51403.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
10999|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|115000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Lua;TypeScript;HTML;CSS;Bash/Shell
83532|Germany|Slightly satisfied|Computer science, computer engineering, or software engineering|87140.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C;C++;Java;Perl;SQL;Bash/Shell
76724|Switzerland|Moderately satisfied|Web development or web design|145977.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
85116|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|73433.0|1 - 2 times per week|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Scala
20951|United Kingdom|Slightly dissatisfied|I never declared a major|60423.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;CSS
60284|Sweden|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|1000000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|Less than a year ago|C++;Java;Python;HTML
22627|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|126000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
20435|India|Slightly satisfied|Computer science, computer engineering, or software engineering|15588.0|3 - 4 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Assembly;JavaScript;Python;SQL;HTML;CSS
72885|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|49000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;Python;Ruby;SQL;HTML;CSS
32001|Estonia|Moderately satisfied|Computer science, computer engineering, or software engineering|33780.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Python;HTML;CSS;Bash/Shell
62735|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|85000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
5375|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|35292.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;HTML;CSS;Bash/Shell
42856|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|0.0|3 - 4 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|3 - 4 hours|35 - 44 years old|More than 4 years ago|PHP;R;SQL;HTML
48911|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|128000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|Assembly;Java;JavaScript;Python;Rust;TypeScript;HTML;CSS;Bash/Shell
57001|Sweden|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|45960.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;PHP;Python;HTML;CSS;Bash/Shell
66260|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|125000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|Assembly;C;Go;Haskell;Rust;SQL;HTML;Bash/Shell
73890|United States|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|145000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|55 - 64 years old|Between 1 and 2 years ago|SQL;Bash/Shell
76127|France|Extremely satisfied|Computer science, computer engineering, or software engineering|63642.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Clojure;Go;Python;SQL
19519|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|50000.0|I don't typically exercise|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
60684|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|85000.0|I don't typically exercise|Male|Middle Eastern|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
87223|India|Moderately satisfied|Computer science, computer engineering, or software engineering|16152.0|3 - 4 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
70924|Russian Federation|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|16980.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C;Python
14094|Ukraine|Slightly dissatisfied|Computer science, computer engineering, or software engineering|37200.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
66626|Pakistan|Slightly satisfied|Information systems, information technology, or system administration|36000.0|Daily or almost every day|Male|South Asian|Professional degree (JD, MD, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;Java
60140|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|130000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Go;Java;JavaScript;Scala;SQL;Bash/Shell
91030|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|1000000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|Less than a year ago|C;Go;Ruby;Bash/Shell
53954|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|55075.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Python
95445|Belgium|Extremely dissatisfied|Computer science, computer engineering, or software engineering|122388.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|Java;JavaScript;Python;Swift
12183|Italy|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|63642.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;PHP;Rust;SQL;Bash/Shell
44304|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|138000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Bash/Shell
77250|Brazil|Slightly dissatisfied|Information systems, information technology, or system administration|13104.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;HTML;CSS
79913|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|136000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Assembly;C;C++;JavaScript;Objective-C;Perl;Python;Ruby;Rust;Swift;HTML;CSS;Bash/Shell
78332|India|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|187848.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Python;SQL;Bash/Shell
28716|United States|Slightly satisfied|A social science (ex. anthropology, psychology, political science)|180000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|Groovy;Java;JavaScript;HTML;CSS;Bash/Shell
84879|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|85000.0|1 - 2 times per week|Female|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|45 - 54 years old|More than 4 years ago|JavaScript;SQL;VB.NET;HTML;CSS
28120|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|2160.0|1 - 2 times per week|Male|South Asian|Primary/elementary school|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Java
50021|Russian Federation|Slightly satisfied|Computer science, computer engineering, or software engineering|37800.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
100789|Bosnia and Herzegovina|Slightly dissatisfied|Information systems, information technology, or system administration|31705.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;Java;JavaScript;SQL;HTML;CSS
90390|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|100000.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;Groovy;Java;JavaScript;PHP;Ruby;SQL;TypeScript;HTML;CSS
16471|United Kingdom|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|152794.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C++;Hack;Java;JavaScript;Python;HTML
24464|United States|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|98000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
88527|Ecuador|Moderately satisfied|Computer science, computer engineering, or software engineering|21600.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;Matlab;Python;SQL;HTML;CSS;Bash/Shell
6695|United Kingdom|Moderately satisfied|Information systems, information technology, or system administration|23336.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|More than 4 years ago|JavaScript;Lua;PHP;SQL;Delphi/Object Pascal;HTML;CSS
90321|Finland|Extremely satisfied|Computer science, computer engineering, or software engineering|55075.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Java;JavaScript;PHP;Scala;HTML;CSS
29047|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|300000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C#;Java;JavaScript;PHP;SQL;VBA;VB.NET;HTML
97644|India|Extremely satisfied|Computer science, computer engineering, or software engineering|3756.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;Java;JavaScript;Ruby;SQL;HTML;CSS
4160|United States|Neither satisfied nor dissatisfied|Mathematics or statistics|60000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|SQL;HTML;CSS
99606|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|140000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;SQL;CSS;Bash/Shell
55512|Portugal|Moderately satisfied|Computer science, computer engineering, or software engineering|15864.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C;C#;Java;JavaScript;Swift
50338|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|145000.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|45 - 54 years old|Between 2 and 4 years ago|Groovy;JavaScript;Python;Bash/Shell
81234|Portugal|Moderately dissatisfied|Web development or web design|22275.0|3 - 4 times per week|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;Lua;Matlab;Objective-C;PHP;SQL;HTML;CSS
40875|Germany|Moderately satisfied|Information systems, information technology, or system administration|383074.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
72137|India|Moderately satisfied|Computer science, computer engineering, or software engineering|8448.0|Daily or almost every day|Male|South Asian|Primary/elementary school|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;HTML;CSS
20875|India|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|11268.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
73453|Czech Republic|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|23172.0|I don't typically exercise|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;HTML;CSS
73300|United States|Slightly satisfied|Information systems, information technology, or system administration|50000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;TypeScript;HTML;CSS
41867|Philippines|Moderately satisfied|Computer science, computer engineering, or software engineering|500.0|1 - 2 times per week|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Over 4 hours|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;C++;C#;JavaScript;PHP;SQL;VB.NET;Visual Basic 6;HTML;CSS
43320|New Zealand|Slightly dissatisfied|Computer science, computer engineering, or software engineering|86000.0|Daily or almost every day|Male|White or of European descent|Associate degree|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Scala;SQL;HTML;CSS
20538|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|110000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Ruby;HTML;CSS;Bash/Shell
85535|United States|Moderately dissatisfied|Mathematics or statistics|80000.0|Daily or almost every day|Female;Transgender|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Objective-C;Python;SQL;Swift;HTML;CSS
29774|Spain|Slightly dissatisfied|Computer science, computer engineering, or software engineering|22030.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
46476|Ukraine|Moderately satisfied|Computer science, computer engineering, or software engineering|56376.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Java
24181|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|107500.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|45 - 54 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS
17184|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|95000.0|3 - 4 times per week|Female|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Swift;Kotlin
4356|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|75000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;PHP;HTML;CSS;Bash/Shell
57826|United States|Moderately satisfied|Mathematics or statistics|86000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;CoffeeScript;JavaScript;R;TypeScript;HTML;CSS;Bash/Shell
2031|Serbia|Moderately satisfied|Computer science, computer engineering, or software engineering|5880.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|CoffeeScript;Go;JavaScript;HTML;CSS
534|France|Extremely satisfied|Computer science, computer engineering, or software engineering|39776.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Go;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
11106|India|Slightly satisfied|Computer science, computer engineering, or software engineering|266748.0|1 - 2 times per week|Male|South Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Python;TypeScript;HTML;CSS
29410|France|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|58746.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Assembly;C;C++;C#;Lua;PHP;Python;HTML;CSS;Bash/Shell
71361|Poland|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|15876.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C++;JavaScript;TypeScript;Kotlin;Bash/Shell
16811|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|5256.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;PHP;SQL;HTML;CSS
46426|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|150000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;Clojure;Go;Java;JavaScript;Objective-C;Python;Ruby;Swift;HTML;CSS;Bash/Shell
43088|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|63642.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;SQL;TypeScript;HTML;CSS
99172|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|125000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|F#;Haskell;Python;Rust;HTML;CSS
84987|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|90000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C++;CoffeeScript;Java;JavaScript;PHP;Python;SQL;HTML;CSS
75959|Czech Republic|Moderately satisfied|Computer science, computer engineering, or software engineering|57912.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Objective-C;Swift
50364|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|62500.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Less than a year ago|CoffeeScript;Haskell;JavaScript;Perl;PHP;Python;R;SQL;HTML;CSS;Bash/Shell
23574|Germany|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|79552.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C;C++;Java;Matlab;Python
52222|France|Extremely satisfied|Computer science, computer engineering, or software engineering|53239.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;JavaScript;Python
64444|Netherlands|Extremely satisfied|Computer science, computer engineering, or software engineering|39648.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;HTML;CSS
78138|Australia|Moderately satisfied|Information systems, information technology, or system administration|145552.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;PHP;Ruby;HTML;CSS;Bash/Shell
48051|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|31253.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;PHP;TypeScript
61359|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|120000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C;C++;C#;Groovy;Java;JavaScript;Python;Ruby;TypeScript;HTML;CSS;Bash/Shell
2780|India|Moderately satisfied|Computer science, computer engineering, or software engineering|17220.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Ruby;TypeScript
63808|Australia|Moderately satisfied|Information systems, information technology, or system administration|79973.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|Between 2 and 4 years ago|Python;SQL
16265|Algeria|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|18000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Perl;PHP;Python;HTML;CSS
101560|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|85000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
12381|Mexico|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|22560.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;TypeScript;HTML;CSS
78828|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|96538.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;SQL;VB.NET;Visual Basic 6;HTML;CSS;Bash/Shell
75343|United Kingdom|Extremely dissatisfied|Computer science, computer engineering, or software engineering|38199.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;C#;Groovy;Java;JavaScript;Objective-C;PHP;SQL;HTML;CSS;Bash/Shell
20023|Russian Federation|Extremely dissatisfied|Computer science, computer engineering, or software engineering|25476.0|1 - 2 times per week|Male|Native American, Pacific Islander, or Indigenous Australian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;HTML;CSS
101179|Canada|Slightly satisfied|Information systems, information technology, or system administration|56365.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;Go;Groovy;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
55250|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|33684.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|Python;Bash/Shell
30850|United Kingdom|Extremely satisfied|Mathematics or statistics|122930.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C++;JavaScript;Python;SQL;Bash/Shell
51819|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|50000.0|I don't typically exercise|Female|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;SQL;HTML;CSS;Bash/Shell
33471|Dominican Republic|Slightly satisfied|Mathematics or statistics|15000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Matlab;SQL;TypeScript;HTML;CSS
30604|India|Slightly dissatisfied|A business discipline (ex. accounting, finance, marketing)|9393.0|I don't typically exercise|Male|South Asian|Associate degree|30 - 59 minutes|18 - 24 years old|Less than a year ago|JavaScript;Python;TypeScript;CSS
83499|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|23614.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;PHP;Python;TypeScript;HTML;CSS;Bash/Shell
83639|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|230000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|45 - 54 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
83783|Germany|Extremely satisfied|Mathematics or statistics|111373.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;VB.NET
79780|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|115000.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C;C++;Python;Bash/Shell
86720|Hungary|Moderately satisfied|Computer science, computer engineering, or software engineering|30960.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C;C++;C#;Java;JavaScript;SQL;HTML;CSS;Bash/Shell
48282|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|195000.0|Daily or almost every day|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|Java;JavaScript;SQL;HTML;Bash/Shell
84910|India|Extremely satisfied|Computer science, computer engineering, or software engineering|5256.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;Python;HTML;CSS;Bash/Shell
100004|Colombia|Slightly satisfied|Computer science, computer engineering, or software engineering|4800.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;Java;SQL
75517|Poland|Slightly dissatisfied|Information systems, information technology, or system administration|19056.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|Go;Lua;Python;SQL;HTML;CSS;Bash/Shell
98211|Ukraine|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|18792.0|1 - 2 times per week|Male|Middle Eastern|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Python;TypeScript;HTML;CSS;Bash/Shell
27604|United States|Slightly satisfied|Information systems, information technology, or system administration|80000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Assembly;C;C++;Java;JavaScript;HTML;CSS;Bash/Shell
23397|France|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|32808.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C;C++;Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
46202|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|8448.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|C++;Java;Kotlin
76568|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|169000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Go;Java;JavaScript;Python;HTML;CSS;Bash/Shell
48134|China|Slightly dissatisfied|Computer science, computer engineering, or software engineering|46752.0|3 - 4 times per week|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;C#;Go;Java;JavaScript;Lua;Rust;SQL;TypeScript;HTML;Bash/Shell
22334|Iran, Islamic Republic of...|Moderately satisfied|Computer science, computer engineering, or software engineering|16644.0|I don't typically exercise|Male|Middle Eastern|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Groovy;Java;PHP;SQL;HTML;CSS;Bash/Shell
15385|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|60000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|They never completed any formal education|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;C#;JavaScript;PHP;SQL;TypeScript;HTML;CSS
82822|Australia|Extremely satisfied|Computer science, computer engineering, or software engineering|99967.0|I don't typically exercise|Male|White or of European descent|They never completed any formal education|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;Python;R;Scala;SQL
97738|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|97233.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C;Perl;Python;Ruby;SQL;HTML;Bash/Shell
16896|Canada|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|64417.0|3 - 4 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Matlab;Python;R;SQL;TypeScript;HTML;CSS;Bash/Shell
93479|Philippines|Moderately dissatisfied|Information systems, information technology, or system administration|2364.0|3 - 4 times per week|Male|South Asian|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C;C#;Java;JavaScript;PHP;TypeScript;HTML;CSS
71306|India|Extremely dissatisfied|Computer science, computer engineering, or software engineering|7827.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;Matlab;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
93666|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|82000.0|1 - 2 times per week|Female;Transgender|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C++;JavaScript;Python;HTML;CSS;Bash/Shell
50748|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|20664.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Java;Python;Bash/Shell
36106|Ethiopia|Slightly satisfied|Computer science, computer engineering, or software engineering|8712.0|1 - 2 times per week|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
90850|United Kingdom|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|51394.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Go;Julia;Python;Bash/Shell
55558|France|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|44064.0|Daily or almost every day|Male|South Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|3 - 4 hours|18 - 24 years old|Between 1 and 2 years ago|JavaScript;Python;SQL;HTML;CSS;Bash/Shell
62237|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|134627.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|C++;Go;Haskell;Java;JavaScript;Perl;Python;Ruby;Scala;SQL;CSS;Bash/Shell
97861|India|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|7512.0|1 - 2 times per week|Female|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;HTML;CSS
36530|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|40388.0|3 - 4 times per week|Male|White or of European descent|Associate degree|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;R;Scala
9678|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|58869.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;Perl
19688|United Kingdom|Moderately satisfied|Mathematics or statistics|90288.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;TypeScript;VBA;VB.NET;HTML;CSS;Bash/Shell
15942|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|74500.0|3 - 4 times per week|Male|Native American, Pacific Islander, or Indigenous Australian;White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
59483|Australia|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|67977.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Go;JavaScript;Python;TypeScript;HTML;CSS;Bash/Shell
61127|Denmark|Extremely satisfied|Computer science, computer engineering, or software engineering|69036.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Go;JavaScript;PHP;Rust;HTML;CSS;Bash/Shell
80668|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|75000.0|3 - 4 times per week|Male|Middle Eastern;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
69440|Malta|Moderately satisfied|Information systems, information technology, or system administration|55075.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;HTML
63833|Russian Federation|Moderately satisfied|A health science (ex. nursing, pharmacy, radiology)|55200.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;Objective-C;PHP;Python;SQL;Swift;HTML;CSS;Bash/Shell
90696|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|1000000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|Between 1 and 2 years ago|C++;PHP;Delphi/Object Pascal
85099|Sri Lanka|Moderately satisfied|Information systems, information technology, or system administration|17124.0|1 - 2 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
99863|Sweden|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|43416.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;TypeScript;HTML;CSS
96909|Russian Federation|Moderately satisfied|Computer science, computer engineering, or software engineering|10620.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;C++;C#;Java;PHP;Python;Rust;SQL;Bash/Shell
51449|Germany|Extremely satisfied|Computer science, computer engineering, or software engineering|76368.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;C++;JavaScript;Python;Bash/Shell
62686|Ghana|Slightly dissatisfied|Computer science, computer engineering, or software engineering|10008.0|I don't typically exercise|Female|Black or of African descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Groovy;Java;JavaScript;Objective-C;Python;SQL;Swift;Kotlin;HTML;CSS
59537|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|2000000.0|3 - 4 times per week|Male|Native American, Pacific Islander, or Indigenous Australian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Python;R;SQL;VBA
22311|United States|Slightly dissatisfied|A humanities discipline (ex. literature, history, philosophy)|85000.0|3 - 4 times per week|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|JavaScript;Python;R;SQL;HTML;CSS
39522|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|56298.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Python;R;HTML
97303|United States|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|115000.0|I don't typically exercise|Male|East Asian;White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;SQL;Swift;HTML;CSS
45144|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|170000.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Assembly;C;C++;Python;Bash/Shell
10607|Italy|Slightly satisfied|Computer science, computer engineering, or software engineering|3060.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;C++;Java;JavaScript;Matlab;PHP;HTML;CSS
3243|Malaysia|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|12132.0|3 - 4 times per week|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|Go;JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
92845|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|104678.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|C#;Java;JavaScript;Perl;SQL;VB.NET;HTML;CSS
15321|United States|Extremely satisfied|I never declared a major|50000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Objective-C;Python;SQL;Swift;TypeScript;HTML;CSS
95388|Canada|Moderately dissatisfied|Computer science, computer engineering, or software engineering|66027.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Assembly;C;Go;Python;Ruby;SQL;Swift;HTML;CSS;Bash/Shell
29027|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|120000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Groovy;JavaScript;Lua;TypeScript;HTML;CSS
52183|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|19920.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;HTML;CSS
60295|Poland|Moderately dissatisfied|A business discipline (ex. accounting, finance, marketing)|28236.0|1 - 2 times per week|Male|White or of European descent|Associate degree|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Python;HTML;CSS
93138|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|73433.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C++;C#;HTML;CSS
10267|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|89266.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
5998|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|41671.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
14244|Spain|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|33045.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;SQL
25786|Netherlands|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|30156.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Groovy;Java;JavaScript;PHP;Python;Ruby;SQL;HTML;CSS;Bash/Shell
27262|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|120000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;F#;JavaScript;SQL;HTML;CSS
22522|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|40000.0|I don't typically exercise|Transgender|White or of European descent|Associate degree|Less than 30 minutes|55 - 64 years old|More than 4 years ago|Delphi/Object Pascal
49890|Austria|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|20556.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|Assembly;C;C++;C#;Java;Objective-C;PHP;Python;R;SQL;Swift;VBA;VB.NET;Visual Basic 6;Delphi/Object Pascal;HTML;CSS;Bash/Shell
14105|France|Moderately satisfied|Computer science, computer engineering, or software engineering|646212.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Objective-C;Swift
30500|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|30108.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Objective-C;Swift
28912|United Kingdom|Extremely satisfied|Mathematics or statistics|44449.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Python;R;SQL;VBA
38265|India|Moderately satisfied|Computer science, computer engineering, or software engineering|18785.0|Daily or almost every day|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Python
17638|Canada|Extremely satisfied|Information systems, information technology, or system administration|48152.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
9686|Nepal|Slightly satisfied|Computer science, computer engineering, or software engineering|91644.0|I don't typically exercise|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;Java;JavaScript;PHP;SQL;TypeScript;HTML;CSS
101333|Japan|Slightly satisfied|Computer science, computer engineering, or software engineering|30252.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
41415|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|36720.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|More than 4 years ago|C#;JavaScript;PHP;Python;SQL;Swift;HTML;CSS
17445|United States|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|2000000.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;PHP;SQL;TypeScript;VBA;VB.NET;Visual Basic 6;HTML;CSS;Bash/Shell
68783|Italy|Extremely satisfied|Computer science, computer engineering, or software engineering|12239.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|Assembly;C;C++;Java;JavaScript;Matlab;PHP;SQL;Visual Basic 6;Kotlin;Cobol;HTML;CSS;Bash/Shell
69496|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|44916.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript;SQL
65777|China|Extremely satisfied|Computer science, computer engineering, or software engineering|31167.0|3 - 4 times per week|Male|South Asian|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
26886|Netherlands|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|46992.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;HTML;CSS
63693|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|140000.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|3 - 4 hours|35 - 44 years old|Between 1 and 2 years ago|JavaScript;Objective-C;PHP;SQL;Swift;HTML;CSS;Bash/Shell
81657|Philippines|Extremely dissatisfied|Information systems, information technology, or system administration|2880.0|3 - 4 times per week|Male|East Asian;South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;HTML;CSS
24645|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|122500.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Go;Python;Bash/Shell
25501|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|52339.0|1 - 2 times per week|Female|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|35 - 44 years old|Between 1 and 2 years ago|JavaScript;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
56974|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|55000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Professional degree (JD, MD, etc.)|3 - 4 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML
64248|France|Moderately satisfied|Computer science, computer engineering, or software engineering|64866.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|C#;JavaScript;TypeScript;HTML;CSS
2996|Pakistan|Slightly satisfied|Computer science, computer engineering, or software engineering|1632.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|C;C++;C#;Objective-C;PHP;Python;SQL;VB.NET;Visual Basic 6;HTML;CSS
90854|Italy|Slightly satisfied|Computer science, computer engineering, or software engineering|411228.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;Java;JavaScript
20057|United States|Extremely satisfied|A business discipline (ex. accounting, finance, marketing)|101200.0|Daily or almost every day|Female|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;R;SQL;TypeScript;HTML;CSS
97256|Belgium|Slightly dissatisfied|A health science (ex. nursing, pharmacy, radiology)|35244.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Perl;PHP;R;SQL;Delphi/Object Pascal;HTML;CSS;Bash/Shell
23532|India|Slightly satisfied|Computer science, computer engineering, or software engineering|2256.0|Daily or almost every day|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Java;JavaScript;Python;HTML;CSS
73523|Bosnia and Herzegovina|Moderately satisfied|Computer science, computer engineering, or software engineering|24972.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|Less than a year ago|Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
13367|Colombia|Slightly satisfied|Computer science, computer engineering, or software engineering|14760.0|Daily or almost every day|Female|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;Objective-C;Python;SQL;Swift;TypeScript;HTML;CSS
10529|France|Moderately satisfied|Computer science, computer engineering, or software engineering|46507.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;JavaScript;Rust;SQL;HTML
39759|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|44287.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;HTML;CSS
66148|South Korea|Extremely satisfied|Computer science, computer engineering, or software engineering|62808.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;Python
51814|Spain|Slightly satisfied|Computer science, computer engineering, or software engineering|176244.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|Over 4 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
64181|United States|Moderately satisfied|Information systems, information technology, or system administration|85000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;SQL;HTML;CSS
730|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|63979.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;Visual Basic 6;HTML;CSS
23233|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|66767.0|3 - 4 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|R
18141|United States|Moderately satisfied|Web development or web design|94000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|CoffeeScript;JavaScript;PHP;SQL;HTML;CSS
45551|United Kingdom|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|750084.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Python;SQL;HTML;CSS
93449|United Kingdom|Slightly dissatisfied|Web development or web design|34726.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS
10026|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|90000.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|C++;C#;Java;JavaScript;Matlab;PHP;Python;SQL;HTML;CSS;Bash/Shell
74621|Australia|Extremely dissatisfied|Information systems, information technology, or system administration|1000000.0|I don't typically exercise|Male|East Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|C#;Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
7708|Belgium|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|61680.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|45 - 54 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
7447|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|58746.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C;C++;C#;Bash/Shell
79990|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|44300.0|3 - 4 times per week|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Assembly;C++;JavaScript;TypeScript;HTML;CSS;Bash/Shell
28161|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|64417.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;JavaScript;Python;Bash/Shell
10413|Sri Lanka|Moderately satisfied|Computer science, computer engineering, or software engineering|1560.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;Java;JavaScript;PHP;SQL;VB.NET;HTML;CSS
95567|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|25008.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|CoffeeScript;JavaScript;TypeScript;HTML;CSS
100370|India|Moderately satisfied|Computer science, computer engineering, or software engineering|1884.0|1 - 2 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;C#;Java;JavaScript;PHP;SQL;VB.NET;Visual Basic 6;HTML;CSS
54239|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|1000000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
3153|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|100000.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;C#;Python
10899|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|117000.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|35 - 44 years old|Between 1 and 2 years ago|Assembly;C;C++;Go;Haskell;JavaScript;Python;SQL;HTML
18893|Indonesia|Slightly satisfied|Computer science, computer engineering, or software engineering|3576.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;HTML;CSS
25177|Germany|Extremely dissatisfied|Information systems, information technology, or system administration|73433.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;TypeScript;HTML;CSS
73107|India|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|3757.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;Python;HTML;CSS
88965|India|Slightly dissatisfied|Computer science, computer engineering, or software engineering|14652.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Hack;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
58969|United Kingdom|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|19447.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C;C++;Matlab;Perl;Python;R;Bash/Shell
27413|United States|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|88000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
73404|Germany|Slightly satisfied|A business discipline (ex. accounting, finance, marketing)|97910.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|JavaScript;PHP;HTML;CSS;Bash/Shell
17508|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|76397.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;VBA;VB.NET;HTML;CSS
58546|Denmark|Extremely dissatisfied|A business discipline (ex. accounting, finance, marketing)|164366.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|55 - 64 years old|Between 2 and 4 years ago|C;C#;VBA;VB.NET;Visual Basic 6;HTML
27955|Czech Republic|Moderately satisfied|Computer science, computer engineering, or software engineering|23748.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;SQL;TypeScript;HTML;CSS
100426|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|90000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
99601|Pakistan|Extremely satisfied|Computer science, computer engineering, or software engineering|8676.0|3 - 4 times per week|Male|South Asian|Primary/elementary school|1 - 2 hours|25 - 34 years old|More than 4 years ago|C++;C#;Java;JavaScript;PHP;SQL;HTML;CSS
98246|Spain|Slightly satisfied|Computer science, computer engineering, or software engineering|381852.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Python
30279|Iceland|Slightly dissatisfied|Computer science, computer engineering, or software engineering|116862.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;Java;JavaScript;TypeScript;HTML;CSS;Bash/Shell
33525|Spain|Slightly dissatisfied|Computer science, computer engineering, or software engineering|44060.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
48188|United States|Moderately dissatisfied|A social science (ex. anthropology, psychology, political science)|55000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS
76866|Iran, Islamic Republic of...|Moderately satisfied|Computer science, computer engineering, or software engineering|26640.0|I don't typically exercise|Male|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|C#;Java
6252|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|38893.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;Matlab;Objective-C;PHP;SQL;Swift;HTML;CSS
95184|India|Moderately satisfied|Computer science, computer engineering, or software engineering|17220.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
34209|Germany|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|88119.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|55 - 64 years old|Between 2 and 4 years ago|Assembly;C;JavaScript;Perl;Cobol
8224|India|Moderately satisfied|Computer science, computer engineering, or software engineering|6262.0|Daily or almost every day|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;VB.NET;HTML;CSS
6928|South Africa|Extremely dissatisfied|A natural science (ex. biology, chemistry, physics)|19584.0|I don't typically exercise|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Python
64192|Germany|Moderately dissatisfied|A social science (ex. anthropology, psychology, political science)|44064.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;C;C++;Go;JavaScript;Python;Rust;HTML;CSS;Bash/Shell
41846|Czech Republic|Moderately satisfied|Computer science, computer engineering, or software engineering|45972.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Clojure;Go;Groovy;Java;JavaScript;PHP;Scala;HTML;CSS;Bash/Shell
50698|United Kingdom|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|62507.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;Python;SQL
71898|United States|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|148000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Clojure;Groovy;Java;JavaScript;SQL;HTML;CSS;Bash/Shell
22169|United States|Moderately dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|115000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
30372|Canada|Slightly satisfied|Computer science, computer engineering, or software engineering|38652.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;Go;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
17509|Australia|Slightly dissatisfied|Information systems, information technology, or system administration|43985.0|1 - 2 times per week|Male|South Asian|They never completed any formal education|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Java;JavaScript;PHP;HTML;CSS
76892|Singapore|Slightly satisfied|Computer science, computer engineering, or software engineering|90840.0|3 - 4 times per week|Male|South Asian|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java
4577|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|118280.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|C#;SQL
32046|United States|Extremely satisfied|Information systems, information technology, or system administration|150000.0|3 - 4 times per week|Male|Middle Eastern;White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;Python;SQL;HTML;CSS;Bash/Shell
95347|Japan|Moderately satisfied|Computer science, computer engineering, or software engineering|59424.0|I don't typically exercise|Male|East Asian;South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|C;C++;Objective-C;Python;Ruby;SQL;Swift;Kotlin
84660|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|127000.0|I don't typically exercise|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;HTML;CSS
66907|Canada|Slightly dissatisfied|Computer science, computer engineering, or software engineering|88573.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|PHP;Python;Ruby;Bash/Shell
40805|Bangladesh|Moderately satisfied|Mathematics or statistics|6612.0|I don't typically exercise|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Python;SQL;HTML;CSS
61661|Sweden|Moderately satisfied|Mathematics or statistics|73433.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C++;C#;JavaScript;Julia;Python;SQL;HTML;CSS;Bash/Shell
17582|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|72500.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#
51534|Australia|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|60000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|Python;SQL;HTML;CSS;Bash/Shell
32113|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|116268.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C++;Go;Java;Python;SQL;HTML;CSS;Bash/Shell
6716|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|66084.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Erlang;JavaScript;Ruby
387|Russian Federation|Extremely satisfied|Mathematics or statistics|20808.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|JavaScript;Python;SQL;HTML;CSS
24685|India|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|44328.0|I don't typically exercise|Male|South Asian|Associate degree|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript
90333|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|75000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Python;SQL;HTML;CSS
99735|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|78000.0|I don't typically exercise|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Java;JavaScript;Python;SQL;Swift;HTML;CSS;Bash/Shell
64408|Belarus|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|9600.0|3 - 4 times per week|Female;Male;Transgender;Non-binary, genderqueer, or gender non-conforming|Black or of African descent;East Asian;Hispanic or Latino/Latina;Middle Eastern;Native American, Pacific Islander, or Indigenous Australian;South Asian;White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Between 1 and 2 years ago|Java;Kotlin;Bash/Shell
55300|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|145000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|Java;JavaScript;Objective-C;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
13674|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|75000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;SQL;HTML;CSS;Bash/Shell
86194|Poland|Slightly satisfied|Information systems, information technology, or system administration|17640.0|I don't typically exercise|Non-binary, genderqueer, or gender non-conforming|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C++
47647|Germany|Moderately dissatisfied|Computer science, computer engineering, or software engineering|51403.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;TypeScript;HTML;CSS
6954|United States|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|76000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C++;C#;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
65285|United States|Slightly dissatisfied|I never declared a major|80000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
61631|Italy|Moderately satisfied|Computer science, computer engineering, or software engineering|36716.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C++;C#;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
16673|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|57276.0|1 - 2 times per week|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Ruby;SQL;HTML;CSS
23474|China|Slightly dissatisfied|Computer science, computer engineering, or software engineering|19632.0|1 - 2 times per week|Male|East Asian|Primary/elementary school|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C;Java;JavaScript;PHP;Python;SQL;Kotlin;HTML;CSS;Bash/Shell
17548|United Kingdom|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|52783.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|R;SQL
77808|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|38650.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Java;Objective-C;SQL;Swift
16656|India|Moderately dissatisfied|Computer science, computer engineering, or software engineering|9393.0|3 - 4 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Assembly;C;C++;Java;JavaScript;PHP;SQL;HTML;CSS
17905|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|50304.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Ruby
4279|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|180000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|55 - 64 years old|Between 1 and 2 years ago|C;C++;Java;Matlab;Python;R;Scala;Bash/Shell
31114|Malaysia|Extremely dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|10320.0|I don't typically exercise|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C++;JavaScript;Objective-C;Ruby;SQL;VBA;VB.NET;Visual Basic 6;HTML;CSS
61657|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|62380.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;C#
15160|United States|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|56000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C#;JavaScript;PHP;Python;R;SQL;TypeScript;VBA;VB.NET;Visual Basic 6;HTML;CSS;Bash/Shell
67365|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|94000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C#;Go;JavaScript;PHP;Python;Ruby;Rust;SQL;HTML;CSS;Bash/Shell
13682|Netherlands|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|77104.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Perl;Python;HTML;CSS
44164|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|100000.0|3 - 4 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C;C++;Python;SQL;Bash/Shell
61263|Iran, Islamic Republic of...|Moderately dissatisfied|Computer science, computer engineering, or software engineering|16644.0|I don't typically exercise|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|25 - 34 years old|Between 2 and 4 years ago|C++;C#;Java;JavaScript;PHP;Python;SQL;HTML;CSS
95237|Russian Federation|Slightly satisfied|A business discipline (ex. accounting, finance, marketing)|12732.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|JavaScript;PHP;HTML;CSS
13689|Greece|Moderately dissatisfied|Computer science, computer engineering, or software engineering|24478.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C;Java;JavaScript;SQL;HTML;CSS;Bash/Shell
6831|France|Moderately satisfied|Computer science, computer engineering, or software engineering|66089.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C++;JavaScript;TypeScript
11878|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|95000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;F#;JavaScript;TypeScript;HTML;CSS
53400|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|308412.0|1 - 2 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Primary/elementary school|Over 4 hours|18 - 24 years old|Less than a year ago|Java;JavaScript;Matlab;Objective-C;PHP;Python;R;SQL;Swift;HTML;CSS
4370|India|Slightly satisfied|Computer science, computer engineering, or software engineering|150288.0|3 - 4 times per week|Male|South Asian|Some college/university study without earning a degree|3 - 4 hours|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;Python;R;SQL
46785|United Kingdom|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|48616.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Python;HTML;CSS
98025|Switzerland|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|118872.0|3 - 4 times per week|Male|East Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|45 - 54 years old|Between 1 and 2 years ago|C++;C#;JavaScript;PHP;Python;TypeScript
4673|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|140000.0|3 - 4 times per week|Non-binary, genderqueer, or gender non-conforming|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|CoffeeScript;Java;JavaScript;Python;R;Ruby;SQL;HTML;CSS;Bash/Shell
32291|Singapore|Slightly satisfied|Computer science, computer engineering, or software engineering|34067.0|3 - 4 times per week|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Ruby;SQL;VBA;VB.NET;HTML
34562|Finland|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|32316.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Java;SQL;HTML
35875|Belgium|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|55812.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java;HTML;CSS;Bash/Shell
788|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|55000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Assembly;C;C++;Lua;Python;HTML;CSS;Bash/Shell
25607|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|75000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Go;Java;JavaScript;Objective-C;PHP;Python;SQL;HTML;CSS;Bash/Shell
15348|France|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|58746.0|I don't typically exercise|Male|White or of European descent|They never completed any formal education|30 - 59 minutes|45 - 54 years old|More than 4 years ago|Objective-C;Swift
94897|Spain|Extremely satisfied|Computer science, computer engineering, or software engineering|44060.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Python;TypeScript
55669|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|58746.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;SQL
69847|United States|Extremely satisfied|Information systems, information technology, or system administration|83000.0|Daily or almost every day|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;Bash/Shell
81418|Lebanon|Extremely satisfied|Computer science, computer engineering, or software engineering|13200.0|I don't typically exercise|Male|Middle Eastern|Other doctoral degree (Ph.D, Ed.D., etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C++;C#;Java;JavaScript;PHP;Python;SQL;HTML;CSS
72016|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|33280.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Assembly;C;C++;C#;Go;Java;JavaScript;PHP;SQL;CSS;Bash/Shell
95560|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|107000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|Java;Scala
10622|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|115000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C#;Go;JavaScript;Python;SQL;TypeScript
80194|Germany|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|39648.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Java;VBA;HTML;CSS
5771|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|100500.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|Java;SQL
96383|Other Country (Not Listed Above)|Neither satisfied nor dissatisfied|A natural science (ex. biology, chemistry, physics)|58340.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Python;R;SQL;HTML;CSS;Bash/Shell
9349|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|150000.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|JavaScript;Python;HTML;CSS
30759|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|56365.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Go;Java;JavaScript;Objective-C;Python;SQL;Swift;TypeScript;HTML;CSS;Bash/Shell
82086|Uruguay|Slightly satisfied|Computer science, computer engineering, or software engineering|7992.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;PHP;HTML;CSS
62954|United States|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|95000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
52466|Germany|Extremely dissatisfied|Computer science, computer engineering, or software engineering|58746.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|18 - 24 years old|Less than a year ago|C;C++;Python
5917|Canada|Extremely satisfied|Computer science, computer engineering, or software engineering|96626.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|C;C++;Java;Python;Bash/Shell
52129|United States|Slightly satisfied|Mathematics or statistics|140000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;SQL;Bash/Shell
94259|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|180000.0|1 - 2 times per week|Male|East Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Java;JavaScript;TypeScript;HTML;CSS
36813|Colombia|Slightly dissatisfied|Information systems, information technology, or system administration|21300.0|3 - 4 times per week|Male|Black or of African descent;Hispanic or Latino/Latina|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;HTML;CSS;Bash/Shell
26385|New Zealand|Slightly satisfied|Computer science, computer engineering, or software engineering|41658.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C#;JavaScript;PHP;SQL;HTML;CSS
23720|France|Slightly satisfied|Web development or web design|10284.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Java;JavaScript;SQL;HTML;CSS;Bash/Shell
58233|Brazil|Extremely dissatisfied|Information systems, information technology, or system administration|65508.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;CSS
38718|Iran, Islamic Republic of...|Slightly dissatisfied|Computer science, computer engineering, or software engineering|11652.0|I don't typically exercise|Male|Middle Eastern|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Java;Python
70644|Australia|Moderately satisfied|Computer science, computer engineering, or software engineering|55981.0|I don't typically exercise|Male|Middle Eastern|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
80275|India|Slightly satisfied|Computer science, computer engineering, or software engineering|5640.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Assembly;JavaScript;Objective-C;PHP;Swift;HTML;CSS
30508|Pakistan|Extremely satisfied|Computer science, computer engineering, or software engineering|7200.0|I don't typically exercise|Male|East Asian|Some college/university study without earning a degree|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|Java;PHP;Swift
14183|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|30000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Java
55113|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|200016.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;Python;SQL;Kotlin;Bash/Shell
3756|Israel|Moderately satisfied|Computer science, computer engineering, or software engineering|94788.0|I don't typically exercise|Male|Middle Eastern;White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Matlab;Perl;PHP;Python;Ruby;SQL;VB.NET;HTML;CSS;Bash/Shell
59679|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|102000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|JavaScript;Python
26958|Jordan|Moderately satisfied|Computer science, computer engineering, or software engineering|30468.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;HTML;CSS
42011|Russian Federation|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|8846.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|18 - 24 years old|More than 4 years ago|C;C++;JavaScript;Matlab;Python;Visual Basic 6;HTML;CSS;Bash/Shell
128|United States|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|14000.0|3 - 4 times per week|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;HTML;CSS;Bash/Shell
16168|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|110000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;HTML;CSS
37058|Russian Federation|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|42456.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|PHP;Python;SQL;VBA
99799|China|Slightly dissatisfied|Mathematics or statistics|23375.0|I don't typically exercise|Male|East Asian|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C;C++;Java;Delphi/Object Pascal
14939|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|83224.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;Java
28530|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|112000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;VB.NET;HTML;CSS
85452|Saudi Arabia|Moderately satisfied|Computer science, computer engineering, or software engineering|33600.0|3 - 4 times per week|Female|South Asian|Professional degree (JD, MD, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;HTML;CSS
55769|France|Slightly satisfied|Computer science, computer engineering, or software engineering|48955.0|I don't typically exercise|Male|Black or of African descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;Matlab;Python;SQL;HTML;CSS;Bash/Shell
20898|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|55075.0|3 - 4 times per week|Male|White or of European descent|They never completed any formal education|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;TypeScript;HTML;CSS
574|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|106000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Ruby;SQL
18121|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|75000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript;PHP;Python;R;SQL;TypeScript;HTML;CSS;Bash/Shell
1295|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|200000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C++;Java;JavaScript;Python;SQL;Bash/Shell
98884|United States|Moderately satisfied|Information systems, information technology, or system administration|125000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Go;JavaScript;Python
26723|Switzerland|Moderately satisfied|Computer science, computer engineering, or software engineering|125123.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C++;C#;Java;Swift;HTML;CSS;Bash/Shell
65376|Germany|Slightly satisfied|Computer science, computer engineering, or software engineering|55075.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|Between 1 and 2 years ago|Java;JavaScript;Ruby;SQL;Kotlin;HTML;Bash/Shell
318|Slovakia|Extremely satisfied|Computer science, computer engineering, or software engineering|46992.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|More than 4 years ago|CoffeeScript;JavaScript;TypeScript;HTML
30754|United Kingdom|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|24308.0|3 - 4 times per week|Male|White or of European descent|They never completed any formal education|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;Java;Python;HTML;Bash/Shell
18398|Finland|Moderately satisfied|Computer science, computer engineering, or software engineering|76368.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C;C++;C#;Java;JavaScript;Python;HTML
33170|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|75000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|35 - 44 years old|More than 4 years ago|Python;HTML;Bash/Shell
95021|Egypt|Moderately satisfied|Computer science, computer engineering, or software engineering|1704.0|I don't typically exercise|Female|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|Assembly;C;C++;C#;Go;Java;JavaScript;Matlab;PHP;R;Visual Basic 6;HTML;CSS
79134|United Kingdom|Moderately dissatisfied|Computer science, computer engineering, or software engineering|600060.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
82284|Switzerland|Neither satisfied nor dissatisfied|A business discipline (ex. accounting, finance, marketing)|93842.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|Java;JavaScript;HTML
64121|Germany|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|78328.0|3 - 4 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;Clojure;Java;JavaScript;Objective-C;Kotlin
47869|Denmark|Extremely satisfied|Computer science, computer engineering, or software engineering|73636.0|Daily or almost every day|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;Objective-C;Perl;Swift
68404|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|116500.0|3 - 4 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;Java;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
78569|Canada|Moderately satisfied|Web development or web design|101457.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C#;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
92034|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|110000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;F#;Lua;Python;SQL;TypeScript;Kotlin;HTML;CSS
18974|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|960000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;JavaScript
41811|Netherlands|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|82000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Python;Scala;SQL;Bash/Shell
63462|United States|Moderately satisfied|Information systems, information technology, or system administration|50000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;HTML;CSS;Bash/Shell
37770|United Kingdom|Slightly dissatisfied|Mathematics or statistics|60423.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|C;Java;Python;HTML;CSS;Bash/Shell
62917|Gambia|Moderately satisfied|Web development or web design|3780.0|1 - 2 times per week|Male|Black or of African descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Java;JavaScript;PHP;SQL;VBA;VB.NET;HTML;CSS
32893|United States|Moderately satisfied|I never declared a major|105000.0|3 - 4 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|CoffeeScript;JavaScript;Ruby;SQL;HTML;CSS;Bash/Shell
31671|Belgium|Moderately dissatisfied|Computer science, computer engineering, or software engineering|36720.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;TypeScript;HTML
42230|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|80000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C;C++;Objective-C;Python;Swift
39027|United States|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|1056000.0|3 - 4 times per week|Male|East Asian;White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Matlab;Python;SQL;HTML;CSS;Bash/Shell
64419|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|140000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Groovy;JavaScript;Ruby;TypeScript;HTML;CSS;Bash/Shell
79331|United States|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|67000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|JavaScript;Perl;PHP;Python;R;SQL;HTML;CSS;Bash/Shell
30361|Malaysia|Moderately satisfied|Computer science, computer engineering, or software engineering|10620.0|1 - 2 times per week|Male|South Asian|Some college/university study without earning a degree|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|JavaScript;Swift
68174|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|150000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C;Go;JavaScript;PHP;R;Ruby;SQL;HTML;CSS;Bash/Shell
51987|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|90000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C++;JavaScript
53132|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|70000.0|Daily or almost every day|Female|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C++;Java;Python;SQL;Kotlin;Bash/Shell
27320|United States|Extremely satisfied|A humanities discipline (ex. literature, history, philosophy)|115000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS
81059|Russian Federation|Slightly satisfied|Computer science, computer engineering, or software engineering|44064.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C;C++;Python;Bash/Shell
52068|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|134500.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;Bash/Shell
85808|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|156000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|CoffeeScript;Go;Haskell;Java;JavaScript;PHP;Python;R;Ruby;SQL;Swift;HTML;CSS;Bash/Shell
49935|Mexico|Extremely satisfied|Computer science, computer engineering, or software engineering|16116.0|Daily or almost every day|Male|Hispanic or Latino/Latina|Primary/elementary school|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;SQL;HTML;CSS
68263|India|Slightly satisfied|Computer science, computer engineering, or software engineering|6653.0|I don't typically exercise|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;JavaScript;PHP;Python;TypeScript;HTML;CSS
49638|France|Extremely satisfied|Computer science, computer engineering, or software engineering|24478.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|C#
22455|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|105000.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;Objective-C;SQL;Swift;VB.NET;HTML;CSS
43358|Ireland|Moderately dissatisfied|Computer science, computer engineering, or software engineering|97910.0|1 - 2 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|Erlang;Go;Java;Julia;Rust;Kotlin
26621|Canada|Extremely satisfied|Information systems, information technology, or system administration|96624.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|45 - 54 years old|More than 4 years ago|C;C++;Java;JavaScript;Python;Bash/Shell
73754|Bangladesh|Moderately satisfied|Computer science, computer engineering, or software engineering|16164.0|1 - 2 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
40106|Brazil|Slightly satisfied|A social science (ex. anthropology, psychology, political science)|7488.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;Objective-C;HTML;CSS
99244|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|883428.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;C#;Java;JavaScript;TypeScript;HTML;CSS;Bash/Shell
8608|United Kingdom|Moderately satisfied|Mathematics or statistics|40282.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|More than 4 years ago|C#;Java;JavaScript;Python;Scala;SQL;HTML;CSS;Bash/Shell
86327|Colombia|Extremely dissatisfied|Computer science, computer engineering, or software engineering|48000.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
56948|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|45000.0|1 - 2 times per week|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C;C++;Java;JavaScript;Objective-C;PHP;Python;SQL;HTML;CSS;Bash/Shell
52348|Canada|Moderately dissatisfied|Computer science, computer engineering, or software engineering|120000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|Java;JavaScript;Objective-C;PHP;CSS
10200|Poland|Moderately satisfied|Computer science, computer engineering, or software engineering|17640.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C;C#;JavaScript;Python;HTML;CSS
9409|Russian Federation|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|4248.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;PHP;Python;VBA;HTML;CSS
32808|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|115000.0|1 - 2 times per week|Female|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|55 - 64 years old|Between 1 and 2 years ago|Java;SQL
81863|Canada|Moderately satisfied|Computer science, computer engineering, or software engineering|62001.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C;C++;C#;Groovy;Java;JavaScript;Perl;Python;R;Scala;SQL;HTML;CSS;Bash/Shell
100143|India|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|5213.0|I don't typically exercise|Male|South Asian|Primary/elementary school|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;Java;JavaScript;Matlab;PHP;SQL;HTML;CSS;Bash/Shell
70731|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|55000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
1368|Ukraine|Slightly satisfied|Mathematics or statistics|4680.0|1 - 2 times per week|Male|White or of European descent|Associate degree|1 - 2 hours|18 - 24 years old|Less than a year ago|Python;SQL;Bash/Shell
43397|Canada|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|80521.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;R;VBA
99904|Russian Federation|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|31848.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Groovy;Java;JavaScript
34651|Germany|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|5880.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;C#;Groovy;Java;JavaScript;Python;SQL;HTML;CSS
57063|France|Moderately dissatisfied|A health science (ex. nursing, pharmacy, radiology)|36716.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Go;JavaScript;PHP;Python;HTML;CSS;Bash/Shell
20248|India|Slightly satisfied|Computer science, computer engineering, or software engineering|2818.0|3 - 4 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;TypeScript;HTML;CSS
80474|Turkey|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|48000.0|1 - 2 times per week|Male|Middle Eastern;White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Objective-C;SQL;Kotlin;Bash/Shell
35332|United States|Extremely satisfied|Information systems, information technology, or system administration|65000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;SQL;VB.NET;Visual Basic 6;HTML;CSS
32312|United States|Extremely satisfied|Information systems, information technology, or system administration|110000.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|Go;Bash/Shell
20981|Finland|Slightly dissatisfied|Computer science, computer engineering, or software engineering|55812.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Java;JavaScript;Ruby;SQL;Delphi/Object Pascal;HTML;CSS;Bash/Shell
11137|Netherlands|Moderately dissatisfied|Computer science, computer engineering, or software engineering|56298.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C++;Python
8917|Sweden|Moderately satisfied|Computer science, computer engineering, or software engineering|43416.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
88005|India|Moderately dissatisfied|Information systems, information technology, or system administration|114588.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;Perl;Python;SQL;HTML;CSS;Bash/Shell
24332|Ireland|Moderately satisfied|Mathematics or statistics|61194.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|JavaScript;Python;R;Scala;SQL
85515|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|49000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;Go;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
84696|Czech Republic|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|55020.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Between 2 and 4 years ago|Assembly;C++;C#;F#;Java;JavaScript;SQL
73675|Canada|Extremely satisfied|Mathematics or statistics|104678.0|1 - 2 times per week|Male|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;Java;JavaScript;SQL;HTML;CSS
7614|United States|Slightly dissatisfied|A natural science (ex. biology, chemistry, physics)|90000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|JavaScript;Python
52271|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|1000000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|More than 4 years ago|Go;JavaScript;Lua;Perl;PHP;Python;SQL;HTML;CSS;Bash/Shell
34978|Russian Federation|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|63684.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|35 - 44 years old|Between 2 and 4 years ago|Assembly;C;C++;C#;Go;JavaScript;Python;SQL;VBA;HTML;CSS;Bash/Shell
42027|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|83342.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|C#;JavaScript;SQL;HTML;CSS
90666|Hong Kong (S.A.R.)|Moderately dissatisfied|A natural science (ex. biology, chemistry, physics)|41136.0|1 - 2 times per week|Male|East Asian|They never completed any formal education|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Python;R
37537|Canada|Slightly satisfied|Computer science, computer engineering, or software engineering|112730.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|45 - 54 years old|Less than a year ago|C#;Python;VB.NET;Bash/Shell
92840|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|8808.0|I don't typically exercise|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C++;C#;JavaScript;TypeScript;HTML;CSS
56635|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|47500.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Perl;Python;SQL;Bash/Shell
44897|United States|Moderately dissatisfied|Information systems, information technology, or system administration|65000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Groovy;Java;JavaScript;HTML;CSS
35542|India|Moderately satisfied|Computer science, computer engineering, or software engineering|5256.0|1 - 2 times per week|Non-binary, genderqueer, or gender non-conforming|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Objective-C;Swift
4186|India|Moderately satisfied|Computer science, computer engineering, or software engineering|8268.0|I don't typically exercise|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C#;Go;Java;JavaScript;PHP;Python;SQL;TypeScript;HTML;Bash/Shell
52890|Singapore|Extremely satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|59052.0|1 - 2 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Groovy;JavaScript;Ruby;HTML;CSS;Bash/Shell
16757|United States|Slightly dissatisfied|A natural science (ex. biology, chemistry, physics)|91000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
79549|Bulgaria|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|14688.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C++;Java;JavaScript;PHP;Python;HTML;CSS
7530|United Kingdom|Slightly satisfied|Web development or web design|41671.0|I don't typically exercise|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;Ruby;SQL;HTML;CSS
95566|France|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|82000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;SQL
24723|Germany|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|13956.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|More than 4 years ago|C;C#;Go;Java;JavaScript;Rust;TypeScript;Kotlin
59669|Israel|Moderately satisfied|Computer science, computer engineering, or software engineering|112344.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;TypeScript
83530|Romania|Slightly dissatisfied|Computer science, computer engineering, or software engineering|16152.0|I don't typically exercise|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;SQL;HTML;CSS
86270|Netherlands|Slightly dissatisfied|Web development or web design|117492.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;Scala;Bash/Shell
24131|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|52627.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;C++;C#;Haskell;Java;Python;Scala
82203|Slovakia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|29376.0|I don't typically exercise|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;SQL;TypeScript;HTML;CSS
99525|Norway|Slightly satisfied|Computer science, computer engineering, or software engineering|68862.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;CSS
88071|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|160000.0|3 - 4 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|C;C++;C#;JavaScript;Perl;Bash/Shell
33564|Mexico|Moderately satisfied|Computer science, computer engineering, or software engineering|74772.0|3 - 4 times per week|Female|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Python
53824|India|Moderately satisfied|Computer science, computer engineering, or software engineering|9396.0|Daily or almost every day|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;Haskell;JavaScript;Python
93400|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|78000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C#;JavaScript;Rust;SQL;HTML;CSS;Bash/Shell
42596|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|33000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C++;C#;Java;JavaScript;Python;SQL;Swift;HTML;CSS;Bash/Shell
33851|Mexico|Moderately dissatisfied|Information systems, information technology, or system administration|35448.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Some college/university study without earning a degree|3 - 4 hours|55 - 64 years old|More than 4 years ago|Assembly;C;C++;Java;SQL;VBA;VB.NET;Visual Basic 6;Cobol
33801|Libyan Arab Jamahiriya|Slightly dissatisfied|Computer science, computer engineering, or software engineering|42635.0|1 - 2 times per week|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|Over 4 hours|25 - 34 years old|Between 1 and 2 years ago|Go;Java;JavaScript;PHP;TypeScript;HTML;CSS
34032|United States|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|160000.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|Between 1 and 2 years ago|C++;C#;Python;SQL;Bash/Shell
66419|Morocco|Moderately dissatisfied|Computer science, computer engineering, or software engineering|9744.0|3 - 4 times per week|Male|Middle Eastern|Some college/university study without earning a degree|3 - 4 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;PHP;SQL;VB.NET;HTML;CSS
16543|Belgium|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|51648.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript
87954|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|84000.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;C#;Python
51798|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|75000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Go;JavaScript;PHP;SQL;HTML;CSS;Bash/Shell
80368|United States|Moderately satisfied|Web development or web design|70000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
34307|Greece|Slightly satisfied|Computer science, computer engineering, or software engineering|12239.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|Less than a year ago|Java;Python;Scala
85481|United States|Slightly satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|147000.0|I don't typically exercise|Female|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|C;C#;JavaScript;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
88959|Lebanon|Extremely satisfied|Computer science, computer engineering, or software engineering|16800.0|I don't typically exercise|Male|Middle Eastern|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|C;C++;Haskell;Java;JavaScript;Kotlin;HTML;CSS;Bash/Shell
41742|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|62507.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
32689|Brazil|Slightly dissatisfied|Computer science, computer engineering, or software engineering|13104.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java;JavaScript;Python;Ruby;SQL;TypeScript;HTML;CSS;Bash/Shell
25353|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|110000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Python;SQL;TypeScript;HTML;CSS
27912|France|Extremely satisfied|Computer science, computer engineering, or software engineering|64866.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|Less than a year ago|Assembly;C;JavaScript;Perl;PHP;Python;SQL;VBA;Delphi/Object Pascal;Cobol;HTML;CSS;Bash/Shell
80795|Ukraine|Moderately satisfied|Computer science, computer engineering, or software engineering|24000.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Java;JavaScript;Objective-C;Swift;Kotlin
58766|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|134000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;Bash/Shell
27933|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|66000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Less than a year ago|C;Python
86625|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|42000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;JavaScript;SQL;VBA;HTML;CSS
36922|Turkey|Moderately satisfied|Computer science, computer engineering, or software engineering|10488.0|I don't typically exercise|Male|Middle Eastern;White or of European descent|They never completed any formal education|30 - 59 minutes|18 - 24 years old|Less than a year ago|Java;Python
72952|India|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|6384.0|I don't typically exercise|Male|South Asian|Associate degree|3 - 4 hours|25 - 34 years old|Less than a year ago|JavaScript;PHP;HTML;CSS
31603|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|58752.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|C++;JavaScript;PHP;SQL;TypeScript;Delphi/Object Pascal;HTML;CSS;Bash/Shell
60232|Russian Federation|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|26532.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C++;Python;Scala;Bash/Shell
91713|Canada|Slightly dissatisfied|Computer science, computer engineering, or software engineering|56365.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Go;Java;JavaScript;Lua;Python;SQL;HTML;CSS;Bash/Shell
53449|United Kingdom|Moderately satisfied|Computer science, computer engineering, or software engineering|23891.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
58620|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|87127.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|C#;Groovy;Java;JavaScript;SQL;HTML;CSS;Bash/Shell
61515|United States|Slightly satisfied|Mathematics or statistics|73000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;Python;Swift;VBA;HTML;CSS
36826|Brazil|Extremely satisfied|Computer science, computer engineering, or software engineering|22452.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|Java
29257|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|75000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Python;R;SQL;Bash/Shell
94000|France|Slightly satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|39164.0|1 - 2 times per week|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;HTML;CSS
85999|Bosnia and Herzegovina|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|29376.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Objective-C;Swift
19953|India|Extremely satisfied|Computer science, computer engineering, or software engineering|18780.0|I don't typically exercise|Male|East Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|More than 4 years ago|Java;JavaScript;Python;TypeScript;Kotlin;HTML;CSS;Bash/Shell
82345|Switzerland|Moderately satisfied|Information systems, information technology, or system administration|131379.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C;Java;JavaScript;PHP;Scala;Delphi/Object Pascal;HTML;CSS;Bash/Shell
65380|United States|Slightly satisfied|Computer science, computer engineering, or software engineering|90000.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|More than 4 years ago|Go;JavaScript;Ruby;HTML;CSS;Bash/Shell
35226|Netherlands|Moderately satisfied|Computer science, computer engineering, or software engineering|51408.0|1 - 2 times per week|Male|White or of European descent|Associate degree|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|C++;C#;Python;VBA
51531|Mexico|Moderately dissatisfied|Information systems, information technology, or system administration|16116.0|I don't typically exercise|Female|Black or of African descent;East Asian;Hispanic or Latino/Latina;Middle Eastern;Native American, Pacific Islander, or Indigenous Australian;South Asian;White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|25 - 34 years old|More than 4 years ago|C#;JavaScript;PHP;Ruby;SQL;TypeScript;HTML;CSS
28258|United Kingdom|Moderately satisfied|Mathematics or statistics|55562.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|45 - 54 years old|Between 1 and 2 years ago|JavaScript;Ruby;SQL;HTML;CSS
92128|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|101000.0|1 - 2 times per week|Male|White or of European descent|Associate degree|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C++;Groovy;Java;JavaScript;HTML;CSS
8823|Austria|Extremely satisfied|Computer science, computer engineering, or software engineering|15276.0|3 - 4 times per week|Female|White or of European descent|Some college/university study without earning a degree|1 - 2 hours|18 - 24 years old|Less than a year ago|C;C++;Haskell;Java;JavaScript;Matlab;Python;R;SQL;HTML;CSS;Bash/Shell
94202|United States|Moderately satisfied|Web development or web design|32500.0|1 - 2 times per week|Female|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|18 - 24 years old|Between 2 and 4 years ago|JavaScript;PHP;HTML;CSS
94144|Ukraine|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|48000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
25231|Kenya|Moderately satisfied|Mathematics or statistics|40824.0|I don't typically exercise|Male|Black or of African descent|Some college/university study without earning a degree|1 - 2 hours|35 - 44 years old|More than 4 years ago|PHP
23670|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|70000.0|1 - 2 times per week|Male|South Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;Go;Java;JavaScript;PHP;Python;SQL;Swift;TypeScript;HTML;CSS
27434|France|Moderately dissatisfied|Web development or web design|48955.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Between 2 and 4 years ago|Java;Swift;Bash/Shell
66250|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|55075.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|PHP;SQL
97892|United States|Extremely dissatisfied|Computer science, computer engineering, or software engineering|2000000.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|55 - 64 years old|Between 1 and 2 years ago|C;C++;C#;Java;JavaScript;Objective-C;SQL;Swift;TypeScript;VB.NET;HTML;CSS;Bash/Shell
88132|Russian Federation|Slightly dissatisfied|Mathematics or statistics|27600.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Objective-C;Swift
87288|United States|Slightly satisfied|A humanities discipline (ex. literature, history, philosophy)|140000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina;White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|45 - 54 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
44962|United States|Slightly satisfied|Web development or web design|175000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|3 - 4 hours|35 - 44 years old|More than 4 years ago|JavaScript;HTML;CSS
24302|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|100000.0|1 - 2 times per week|Male|Black or of African descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;CoffeeScript;Go;Java;JavaScript;Lua;Objective-C;PHP;Python;Ruby;SQL;Swift;TypeScript;Kotlin;HTML;CSS;Bash/Shell
81708|Austria|Moderately dissatisfied|Computer science, computer engineering, or software engineering|142872.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|Less than a year ago|C;JavaScript;Python;Scala;SQL;HTML;CSS;Bash/Shell
35755|Israel|Extremely satisfied|Computer science, computer engineering, or software engineering|154476.0|3 - 4 times per week|Male|Middle Eastern;White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|Less than a year ago|Groovy;Java;JavaScript;Python;SQL;HTML;Bash/Shell
36342|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|44060.0|I don't typically exercise|Male|White or of European descent|Associate degree|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|JavaScript;HTML;CSS
97060|Brazil|Moderately satisfied|Information systems, information technology, or system administration|5616.0|I don't typically exercise|Male|Hispanic or Latino/Latina;White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|3 - 4 hours|18 - 24 years old|Less than a year ago|JavaScript;PHP;SQL;TypeScript;VB.NET;HTML;CSS
49651|Cyprus|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|51408.0|I don't typically exercise|Male|White or of European descent|Professional degree (JD, MD, etc.)|Less than 30 minutes|35 - 44 years old|Between 1 and 2 years ago|JavaScript;PHP;SQL;HTML;Bash/Shell
3826|United Kingdom|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|145849.0|I don't typically exercise|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Objective-C;HTML;CSS
97944|United Kingdom|Slightly satisfied|Information systems, information technology, or system administration|76397.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;Perl;SQL;HTML;CSS;Bash/Shell
75725|Norway|Moderately satisfied|Computer science, computer engineering, or software engineering|86716.0|1 - 2 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|Between 1 and 2 years ago|C;JavaScript;Perl;PHP;SQL;CSS;Bash/Shell
12153|India|Moderately satisfied|Computer science, computer engineering, or software engineering|52442.0|3 - 4 times per week|Male|South Asian|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C;C++;Java;Lua;Matlab;PHP;Python;R;Scala;SQL;HTML;CSS;Bash/Shell
85983|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|100000.0|I don't typically exercise|Male|White or of European descent|Associate degree|Less than 30 minutes|45 - 54 years old|More than 4 years ago|C#;JavaScript;Matlab;SQL;TypeScript;HTML;CSS
35562|Italy|Moderately satisfied|Computer science, computer engineering, or software engineering|24972.0|3 - 4 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C;C++;C#;Java;JavaScript;Matlab;Objective-C;PHP;Python;SQL
80333|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|74000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Objective-C;Swift
42389|Romania|Moderately satisfied|Computer science, computer engineering, or software engineering|50448.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Assembly;C;C++;C#;Go;Java;Matlab;PHP;Python;HTML;CSS;Bash/Shell
76912|United States|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|123000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|JavaScript;SQL
23596|Russian Federation|Slightly satisfied|Information systems, information technology, or system administration|12204.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;HTML;CSS
56958|United States|Moderately satisfied|Web development or web design|70000.0|Daily or almost every day|Male|White or of European descent|Some college/university study without earning a degree|Less than 30 minutes|25 - 34 years old|Less than a year ago|PHP;HTML;CSS
85820|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|79552.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|Between 2 and 4 years ago|C#;Groovy;Java;JavaScript;Python;SQL;TypeScript;Bash/Shell
91042|United States|Extremely satisfied|Computer science, computer engineering, or software engineering|75000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|Delphi/Object Pascal
13046|Spain|Moderately dissatisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|16884.0|1 - 2 times per week|Male|Middle Eastern|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|JavaScript;HTML;CSS;Bash/Shell
27017|Spain|Neither satisfied nor dissatisfied|Web development or web design|31821.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Primary/elementary school|1 - 2 hours|18 - 24 years old|Less than a year ago|CoffeeScript;JavaScript;TypeScript;HTML;CSS
78483|Brazil|Moderately satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|18715.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 1 and 2 years ago|Python;R;SQL;Bash/Shell
42468|Nepal|Extremely dissatisfied|Information systems, information technology, or system administration|1000.0|1 - 2 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Assembly;C;Java;JavaScript;PHP;Python;SQL;HTML;CSS
74344|Switzerland|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|93840.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Objective-C;Swift;Kotlin
19990|Austria|Slightly satisfied|Computer science, computer engineering, or software engineering|42360.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|Java;JavaScript;PHP;SQL;TypeScript;Kotlin;HTML;CSS
61052|United States|Moderately satisfied|Information systems, information technology, or system administration|151000.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Primary/elementary school|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;SQL;HTML;CSS
71568|Colombia|Slightly satisfied|Computer science, computer engineering, or software engineering|25308.0|3 - 4 times per week|Male|Hispanic or Latino/Latina|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C#;JavaScript;Ruby;SQL;TypeScript;Visual Basic 6;HTML;CSS
47023|United States|Moderately satisfied|Mathematics or statistics|115000.0|3 - 4 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|JavaScript;Perl;Python;SQL;HTML;CSS
82643|Russian Federation|Moderately satisfied|Information systems, information technology, or system administration|42000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Python;Ruby;Bash/Shell
9619|India|Moderately satisfied|Computer science, computer engineering, or software engineering|9960.0|Daily or almost every day|Male|South Asian|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Groovy;Java
40725|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|112000.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Between 2 and 4 years ago|JavaScript;PHP;Python;SQL;VBA;HTML;CSS;Bash/Shell
72808|United States|Moderately satisfied|Information systems, information technology, or system administration|85748.0|1 - 2 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|C#;Clojure;JavaScript;SQL;Visual Basic 6
56542|France|Slightly dissatisfied|Computer science, computer engineering, or software engineering|55075.0|1 - 2 times per week|Male|White or of European descent|Professional degree (JD, MD, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|C;C++;C#;JavaScript;SQL;HTML;CSS;Bash/Shell
54482|Germany|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|38184.0|3 - 4 times per week|Male|White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Less than a year ago|CoffeeScript;JavaScript;Ruby;HTML;CSS
86364|United States|Slightly satisfied|A social science (ex. anthropology, psychology, political science)|123500.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|Go;JavaScript;Objective-C;Python;Swift;Bash/Shell
71560|Japan|Slightly satisfied|Computer science, computer engineering, or software engineering|72031.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;JavaScript;Matlab;Python;R;TypeScript;HTML;CSS
67168|Saudi Arabia|Slightly dissatisfied|Computer science, computer engineering, or software engineering|19200.0|3 - 4 times per week|Male|Black or of African descent;East Asian;Hispanic or Latino/Latina;Middle Eastern;Native American, Pacific Islander, or Indigenous Australian;South Asian;White or of European descent|Primary/elementary school|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Objective-C;Swift
85454|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|120000.0|1 - 2 times per week|Male|East Asian;White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C;C++;C#;Java;JavaScript;Python;SQL;HTML;CSS;Bash/Shell
59967|United States|Slightly dissatisfied|Computer science, computer engineering, or software engineering|50000.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|18 - 24 years old|Between 2 and 4 years ago|Assembly;C++;C#;JavaScript;Python;Rust;SQL;TypeScript;HTML;CSS;Bash/Shell
100644|Portugal|Slightly satisfied|A natural science (ex. biology, chemistry, physics)|14688.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C++;Python
8643|Sweden|Extremely satisfied|Computer science, computer engineering, or software engineering|1000000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;TypeScript
52973|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|62000.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Java;JavaScript;Ruby;HTML;CSS
46440|South Africa|Extremely satisfied|Computer science, computer engineering, or software engineering|63512.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|18 - 24 years old|Between 2 and 4 years ago|C;C++;C#;Java;JavaScript;Objective-C;TypeScript;HTML;CSS
52766|Australia|Moderately satisfied|Information systems, information technology, or system administration|51983.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
82119|Germany|Slightly dissatisfied|Computer science, computer engineering, or software engineering|61194.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C++
23072|Hungary|Moderately dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|21432.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;Java;JavaScript;Objective-C;Python;Swift;TypeScript;Kotlin;HTML;CSS;Bash/Shell
37129|United States|Moderately satisfied|A social science (ex. anthropology, psychology, political science)|76500.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|Java;JavaScript;CSS
2041|United States|Extremely satisfied|A social science (ex. anthropology, psychology, political science)|130000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|C;JavaScript;Objective-C;Ruby;SQL;Swift;HTML;CSS
87531|United Kingdom|Moderately satisfied|A natural science (ex. biology, chemistry, physics)|97233.0|3 - 4 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|Java;JavaScript;PHP;SQL;Kotlin;HTML;CSS
77409|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|70000.0|Daily or almost every day|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|1 - 2 hours|18 - 24 years old|Between 1 and 2 years ago|Assembly;C;C++;Erlang;Go;Haskell;Java;JavaScript;Objective-C;PHP;Python;Ruby;SQL;Swift;TypeScript;Kotlin;HTML;CSS;Bash/Shell
74811|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|65000.0|I don't typically exercise|Female;Non-binary, genderqueer, or gender non-conforming|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C#;JavaScript;SQL;TypeScript;HTML;CSS
84361|Croatia|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|32364.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C++;Java;Python;Rust;Scala;Bash/Shell
89574|Bosnia and Herzegovina|Slightly dissatisfied|Computer science, computer engineering, or software engineering|7512.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Between 1 and 2 years ago|C;C++;Java;JavaScript;PHP;Python;SQL;TypeScript;HTML;CSS;Bash/Shell
2185|United States|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|71250.0|1 - 2 times per week|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|More than 4 years ago|JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
98951|United States|Extremely satisfied|I never declared a major|85000.0|I don't typically exercise|Female;Transgender|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|JavaScript;PHP;Python;SQL;VB.NET;HTML;CSS;Bash/Shell
25172|United States|Moderately satisfied|Information systems, information technology, or system administration|98000.0|I don't typically exercise|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C++;Go;JavaScript;Python;SQL;HTML;CSS
72753|Germany|Slightly dissatisfied|Mathematics or statistics|77104.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Matlab;Python;Bash/Shell
63125|Viet Nam|Neither satisfied nor dissatisfied|Information systems, information technology, or system administration|4800.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|3 - 4 hours|18 - 24 years old|Between 1 and 2 years ago|JavaScript;HTML;CSS
36708|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|245000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|C#;JavaScript;SQL;HTML;CSS
47885|United States|Moderately satisfied|Computer science, computer engineering, or software engineering|135000.0|3 - 4 times per week|Male|White or of European descent|Some college/university study without earning a degree|30 - 59 minutes|18 - 24 years old|Between 2 and 4 years ago|Assembly;C++;C#;Objective-C;Perl;Bash/Shell
95952|Dominican Republic|Moderately satisfied|Computer science, computer engineering, or software engineering|22356.0|1 - 2 times per week|Male|Hispanic or Latino/Latina|Professional degree (JD, MD, etc.)|3 - 4 hours|25 - 34 years old|More than 4 years ago|C#;Java;JavaScript;Ruby;SQL;VB.NET
44360|Brazil|Moderately satisfied|Computer science, computer engineering, or software engineering|7860.0|I don't typically exercise|Male|Hispanic or Latino/Latina|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C;C++;JavaScript;Matlab;Objective-C;Python;Ruby;Swift;HTML;CSS;Bash/Shell
73319|Switzerland|Extremely dissatisfied|Computer science, computer engineering, or software engineering|121995.0|I don't typically exercise|Female|Black or of African descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Java;Python;Scala;SQL;Bash/Shell
4346|India|Extremely dissatisfied|Computer science, computer engineering, or software engineering|5640.0|1 - 2 times per week|Male|South Asian|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Between 1 and 2 years ago|Assembly;C;C++;JavaScript;SQL;VBA;VB.NET;Visual Basic 6;HTML;CSS;Bash/Shell
37351|United Kingdom|Moderately dissatisfied|Computer science, computer engineering, or software engineering|37504.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|30 - 59 minutes|45 - 54 years old|More than 4 years ago|Assembly;C;C++;Java;JavaScript;Objective-C;PHP;Python;SQL;Swift;HTML;CSS;Bash/Shell
44823|United States|Moderately satisfied|Mathematics or statistics|120000.0|3 - 4 times per week|Female|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|Python;R;SQL;Bash/Shell
15005|Australia|Neither satisfied nor dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|159947.0|I don't typically exercise|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|45 - 54 years old|More than 4 years ago|Assembly;C;C++;C#;Erlang;Groovy;Java;JavaScript;R;SQL;TypeScript;VBA;HTML;CSS;Bash/Shell
98834|France|Slightly satisfied|Another engineering discipline (ex. civil, electrical, mechanical)|79552.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|C#;Java;JavaScript;Scala;SQL
23981|United States|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|80000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|45 - 54 years old|Between 2 and 4 years ago|Assembly;C;C++;Java;JavaScript;Matlab;HTML
65730|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|87000.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|CoffeeScript;JavaScript;PHP;HTML;CSS
35899|Ukraine|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|4680.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|JavaScript;Ruby;SQL;HTML;CSS
74470|Spain|Moderately satisfied|Computer science, computer engineering, or software engineering|440592.0|1 - 2 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Less than a year ago|C++;Java;Python;R;SQL;HTML;CSS
59521|Germany|Moderately satisfied|Computer science, computer engineering, or software engineering|52627.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|18 - 24 years old|Between 2 and 4 years ago|JavaScript;HTML;CSS;Bash/Shell
51190|United Kingdom|Extremely satisfied|Computer science, computer engineering, or software engineering|50004.0|Daily or almost every day|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|Less than 30 minutes|25 - 34 years old|Less than a year ago|C++;Matlab;Python
75724|India|Slightly dissatisfied|Another engineering discipline (ex. civil, electrical, mechanical)|50094.0|1 - 2 times per week|Male|South Asian|Bachelor’s degree (BA, BS, B.Eng., etc.)|Less than 30 minutes|35 - 44 years old|Less than a year ago|C++;Go;Java;Rust;Kotlin
58353|United States|Moderately satisfied|A humanities discipline (ex. literature, history, philosophy)|130000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|35 - 44 years old|Between 2 and 4 years ago|JavaScript;Ruby;HTML;CSS
50731|Ukraine|Extremely dissatisfied|Computer science, computer engineering, or software engineering|25200.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|25 - 34 years old|Between 2 and 4 years ago|Objective-C;Python;Swift;Bash/Shell
90041|United States|Moderately dissatisfied|Computer science, computer engineering, or software engineering|120000.0|1 - 2 times per week|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|1 - 2 hours|25 - 34 years old|Between 2 and 4 years ago|Go;JavaScript;PHP;Python;SQL;HTML;CSS;Bash/Shell
99603|Lithuania|Moderately satisfied|A business discipline (ex. accounting, finance, marketing)|36720.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|Go;JavaScript;Python;Bash/Shell
33013|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|110000.0|3 - 4 times per week|Male|White or of European descent|Associate degree|30 - 59 minutes|25 - 34 years old|Less than a year ago|JavaScript;TypeScript;HTML;CSS
42628|Hungary|Extremely satisfied|Computer science, computer engineering, or software engineering|43668.0|I don't typically exercise|Male|White or of European descent|Associate degree|1 - 2 hours|35 - 44 years old|Between 1 and 2 years ago|C;JavaScript;Python;HTML;CSS
20170|Kenya|Moderately satisfied|Computer science, computer engineering, or software engineering|8160.0|I don't typically exercise|Male|Black or of African descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|3 - 4 hours|25 - 34 years old|Between 1 and 2 years ago|Java;JavaScript;PHP;SQL;TypeScript;HTML;CSS;Bash/Shell
77546|Sweden|Extremely satisfied|A natural science (ex. biology, chemistry, physics)|51152.0|1 - 2 times per week|Male|White or of European descent|Other doctoral degree (Ph.D, Ed.D., etc.)|1 - 2 hours|35 - 44 years old|More than 4 years ago|Assembly;C;C++;Groovy;Perl;Python;SQL;Bash/Shell
80459|United Kingdom|Slightly satisfied|Computer science, computer engineering, or software engineering|69452.0|3 - 4 times per week|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|Less than 30 minutes|35 - 44 years old|More than 4 years ago|C#;JavaScript;Python;SQL;VBA;VB.NET;HTML;CSS;Bash/Shell
80088|Poland|Slightly satisfied|Computer science, computer engineering, or software engineering|27000.0|I don't typically exercise|Male|White or of European descent|Master’s degree (MA, MS, M.Eng., MBA, etc.)|30 - 59 minutes|25 - 34 years old|Between 2 and 4 years ago|Groovy;Java;JavaScript;SQL;TypeScript;HTML;CSS;Bash/Shell
20353|Spain|Slightly satisfied|Computer science, computer engineering, or software engineering|15298.0|I don't typically exercise|Male|White or of European descent|Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)|30 - 59 minutes|18 - 24 years old|Less than a year ago|C#;Java;JavaScript;SQL;HTML;CSS
56375|United States|Moderately satisfied|Fine arts or performing arts (ex. graphic design, music, studio art)|62000.0|Daily or almost every day|Male|White or of European descent|Bachelor’s degree (BA, BS, B.Eng., etc.)|1 - 2 hours|25 - 34 years old|Less than a year ago|C#;JavaScript;Python;SQL;TypeScript;HTML;CSS
42375|India|Neither satisfied nor dissatisfied|Computer science, computer engineering, or software engineering|7140.0|I don't typically exercise|Male|South Asian|Some college/university study without earning a degree|30 - 59 minutes|25 - 34 years old|Between 1 and 2 years ago|C;Java;Matlab;Objective-C;PHP;SQL;Swift;VB.NET;Visual Basic 6;HTML;CSS
View Source for datafile
<datafile label="luther-bell" filename="luther-bell.jpg">
<image source="datafiles/LutherBellPic.jpg" width="66%" />
</datafile>
Data: luther-bell.jpg
View Source for program
<program label="python-one-pixel" interactive="activecode" language="python">
<code>
import image
img = image.Image("luther-bell.jpg")
print(img.getWidth())
print(img.getHeight())
p = img.getPixel(45, 55)
print(p.getRed(), p.getGreen(), p.getBlue())
</code>
</program>

Computation 3.5.2. Golden Gate Bridge Image processing.

View Source for computation
<computation>
    <title>Golden Gate Bridge Image processing</title>
    <p>
      This image has a Creative Commons license,
      but we've lost track of the exact terms.
    </p>
    <p>
      [Now a data file and a program to process it,
      all bundled up inside a <tag>computation</tag>,
      since an <tag>example</tag> gets knowled and the ActiveCode does not fill.]
    </p>

    <datafile label="golden-gate" filename="golden_gate.png">
    <image source="datafiles/golden-gate-bridge.png" width="50%" />
    </datafile>
    <p>
      This program changes every pixel of the image.
    </p>
<program label="python-change-pixels" interactive="activecode" language="python">
<code>
import image
img = image.Image("golden_gate.png")
win = image.ImageWin(img.getWidth(), img.getHeight())
img.draw(win)
# img.setDelay(delay, number of pixels between delay)
# setDelay(1, 400) will speed up a lot
img.setDelay(1,15)
for row in range(img.getHeight()):
for col in range(img.getWidth()):
p = img.getPixel(col, row)
newred = p.red * 1.4
newgreen =  p.green * .75
newblue =  p.blue * 1.1
newpixel = image.Pixel(newred, newgreen, newblue)
img.setPixel(col, row, newpixel)
img.draw(win)
win.exitonclick()
</code>
</program>
    </computation>
This image has a Creative Commons license, but we’ve lost track of the exact terms.
[Now a data file and a program to process it, all bundled up inside a <computation>, since an <example> gets knowled and the ActiveCode does not fill.]
View Source for datafile
<datafile label="golden-gate" filename="golden_gate.png">
<image source="datafiles/golden-gate-bridge.png" width="50%" />
</datafile>
Data: golden_gate.png
This program changes every pixel of the image.
View Source for program
<program label="python-change-pixels" interactive="activecode" language="python">
<code>
import image
img = image.Image("golden_gate.png")
win = image.ImageWin(img.getWidth(), img.getHeight())
img.draw(win)
# img.setDelay(delay, number of pixels between delay)
# setDelay(1, 400) will speed up a lot
img.setDelay(1,15)
for row in range(img.getHeight()):
for col in range(img.getWidth()):
p = img.getPixel(col, row)
newred = p.red * 1.4
newgreen =  p.green * .75
newblue =  p.blue * 1.1
newpixel = image.Pixel(newred, newgreen, newblue)
img.setPixel(col, row, newpixel)
img.draw(win)
win.exitonclick()
</code>
</program>
The examples above all use Python, which will run in your browser. Other languages will only run when a project is hosted on Runestone Academy servers. And in this case there is a small twist. You need to indicate which existing <datafile> your program needs, even if that seems obvious by reading the code. Use a @datafile attribute on <program> that has a list of filenames. These are the filenames you set via the @filename attribute of the <datafile> element, and are the names you use in your program’s code. As before, no path information is neede, nor allowed.
[2023-02-21: testing for single files first, list of several not yet implemented.]
When the @language attribute of a <program> is set to python3 that means in-browser Python is not good enough, and you want the greater power and flexibility of having your code run on a Runestone Academy server. So this is our first example of using the @datafile attribute.
The data file is an abbreviated version of the example above, just to be different. And is not editable.
View Source for datafile
<datafile label="file-global-climate-two" filename="ccdata2.txt" rows="4" cols="6" editable="no">
<pre>
1900    -0.2      2.38
1910    -0.49     3.34
1920    -0.25     4.01
1930    -0.14     4.53
1940     0.01     5.5
1950    -0.17     6.63
1960    -0.05     10.5
1970    -0.03     16
1980     0.09     20.3
1990     0.3      22.6
2000     0.29     24.9
2010     0.56     32.7
2019     0.74     33.3
</pre>
    </datafile>
Data: ccdata2.txt
1900    -0.2      2.38
1910    -0.49     3.34
1920    -0.25     4.01
1930    -0.14     4.53
1940     0.01     5.5
1950    -0.17     6.63
1960    -0.05     10.5
1970    -0.03     16
1980     0.09     20.3
1990     0.3      22.6
2000     0.29     24.9
2010     0.56     32.7
2019     0.74     33.3
The program is identical to the above, but we specify python3 as the language, and use the smaller file. So this example is only active when this content is hosted on a Runestone Academy server.
View Source for program
<program label="python-average-climate-two" interactive="activecode" language="python3" datafile="ccdata2.txt">
<code>
ccfile = open("ccdata2.txt", "r")
for aline in ccfile:
values = aline.split()
print('In', values[0], 'the average temp. was', values[1], '°C and CO2 emmisions were', values[2], 'gigatons.')
ccfile.close()
</code>
</program>

ccfile = open("ccdata2.txt", "r")
for aline in ccfile:
values = aline.split()
print('In', values[0], 'the average temp. was', values[1], '°C and CO2 emmisions were', values[2], 'gigatons.')
ccfile.close()
[2023-02-24 Testing Java with multiple data files]

Data 3.5.3. Flowers.

View Source for data
<data>
<title>Flowers</title>
<p>
  Two flower images as <tag>datafile</tag> for use in upcoming Java program.
</p>

<datafile label="flower1-datafile" filename="flower1.jpg">
<image source="datafiles/flower-one.jpeg" width="17%" />
</datafile>
<datafile label="flower2-datafile" filename="flower2.jpg">
<image source="datafiles/flower-two.jpeg" width="17%" />
</datafile>
</data>
Two flower images as <datafile> for use in upcoming Java program.
View Source for datafile
<datafile label="flower1-datafile" filename="flower1.jpg">
<image source="datafiles/flower-one.jpeg" width="17%" />
</datafile>
Data: flower1.jpg
View Source for datafile
<datafile label="flower2-datafile" filename="flower2.jpg">
<image source="datafiles/flower-two.jpeg" width="17%" />
</datafile>
Data: flower2.jpg
View Source for program
<program label="java-flower-collage" interactive="activecode" language="java" datafile="flower1.jpg, flower2.jpg">

<code>
import java.awt.*;
import java.awt.font.*;
import java.awt.geom.*;
import java.awt.image.BufferedImage;
import java.text.*;
import java.util.*;
import java.util.List;
/**
* A class that represents a picture.  This class inherits from
* SimplePicture and allows the student to add functionality to
* the Picture class.
*
* @author Barbara Ericson ericson@cc.gatech.edu
*/
public class Picture extends SimplePicture
{
///////////////////// constructors //////////////////////////////////
/**
* Constructor that takes no arguments
*/
public Picture ()
{
/* not needed but use it to show students the implicit call to super()
* child constructors always call a parent constructor
*/
super();
}
/**
* Constructor that takes a file name and creates the picture
* @param fileName the name of the file to create the picture from
*/
public Picture(String fileName)
{
// let the parent class handle this fileName
super(fileName);
}
/**
* Constructor that takes the height and width
* @param height the height of the desired picture
* @param width the width of the desired picture
*/
public Picture(int width, int height)
{
// let the parent class handle this width and height
super(width,height);
}
/**
* Constructor that takes a picture and creates a
* copy of that picture
* @param copyPicture the picture to copy
*/
public Picture(Picture copyPicture)
{
// let the parent class do the copy
super(copyPicture);
}
/**
* Constructor that takes a buffered image
* @param image the buffered image to use
*/
public Picture(BufferedImage image)
{
super(image);
}
////////////////////// methods ///////////////////////////////////////
/**
* Method to return a string with information about this picture.
* @return a string with information about the picture such as fileName,
* height and width.
*/
public String toString()
{
String output = "Picture, filename " + getFileName() +
" height " + getHeight()
+ " width " + getWidth();
return output;
}
/**
zeroBlue() method sets the blue values at all pixels to zero
*/
public void zeroBlue()
{
Pixel[][] pixels = this.getPixels2D();
for (Pixel[] rowArray : pixels)
{
for (Pixel p: rowArray)
{
p.setBlue(0);
}
}
}
/* mirrorVertical() */
public void mirrorVertical()
{
Pixel[][] pixels = this.getPixels2D();
Pixel leftPixel = null;
Pixel rightPixel = null;
int width = pixels[0].length;
for (int row = 0; row &lt; pixels.length; row++)
{
for (int col = 0; col &lt; width / 2; col++)
{
leftPixel = pixels[row][col];
rightPixel = pixels[row][width - 1 - col];
rightPixel.setColor(leftPixel.getColor());
}
}
}
/** copy from the passed fromPic to the
* specified startRow and startCol in the
* current picture
* @param fromPic the picture to copy from
* @param startRow the start row to copy to
* @param startCol the start col to copy to
*/
public void copy(Picture fromPic,
int startRow, int startCol)
{
Pixel fromPixel = null;
Pixel toPixel = null;
Pixel[][] toPixels = this.getPixels2D();
Pixel[][] fromPixels = fromPic.getPixels2D();
for (int fromRow = 0, toRow = startRow;
fromRow &lt; fromPixels.length &amp;&amp;
toRow &lt; toPixels.length;
fromRow++, toRow++)
{
for (int fromCol = 0, toCol = startCol;
fromCol &lt; fromPixels[0].length &amp;&amp;
toCol &lt; toPixels[0].length;
fromCol++, toCol++)
{
fromPixel = fromPixels[fromRow][fromCol];
toPixel = toPixels[toRow][toCol];
toPixel.setColor(fromPixel.getColor());
}
}
}
public void createCollage()
{
// You can also try butterfly.jpg and snowflake.jpg
Picture flower1 = new Picture("flower1.jpg");
Picture flower2 = new Picture("flower2.jpg");
this.copy(flower1,0,0);
this.copy(flower2,100,0);
this.copy(flower1,200,0);
Picture flowerNoBlue = new Picture(flower2);
flowerNoBlue.zeroBlue();
this.copy(flowerNoBlue,300,0);
this.copy(flower1,400,0);
this.copy(flower2,500,0);
this.mirrorVertical();
this.show();
}
/* Main method for testing
*/
public static void main(String[] args)
{
Picture p = new Picture(500,500);
p.createCollage();
}
}

</code>
</program>

import java.awt.*;
import java.awt.font.*;
import java.awt.geom.*;
import java.awt.image.BufferedImage;
import java.text.*;
import java.util.*;
import java.util.List;
/**
* A class that represents a picture.  This class inherits from
* SimplePicture and allows the student to add functionality to
* the Picture class.
*
* @author Barbara Ericson ericson@cc.gatech.edu
*/
public class Picture extends SimplePicture
{
///////////////////// constructors //////////////////////////////////
/**
* Constructor that takes no arguments
*/
public Picture ()
{
/* not needed but use it to show students the implicit call to super()
* child constructors always call a parent constructor
*/
super();
}
/**
* Constructor that takes a file name and creates the picture
* @param fileName the name of the file to create the picture from
*/
public Picture(String fileName)
{
// let the parent class handle this fileName
super(fileName);
}
/**
* Constructor that takes the height and width
* @param height the height of the desired picture
* @param width the width of the desired picture
*/
public Picture(int width, int height)
{
// let the parent class handle this width and height
super(width,height);
}
/**
* Constructor that takes a picture and creates a
* copy of that picture
* @param copyPicture the picture to copy
*/
public Picture(Picture copyPicture)
{
// let the parent class do the copy
super(copyPicture);
}
/**
* Constructor that takes a buffered image
* @param image the buffered image to use
*/
public Picture(BufferedImage image)
{
super(image);
}
////////////////////// methods ///////////////////////////////////////
/**
* Method to return a string with information about this picture.
* @return a string with information about the picture such as fileName,
* height and width.
*/
public String toString()
{
String output = "Picture, filename " + getFileName() +
" height " + getHeight()
+ " width " + getWidth();
return output;
}
/**
zeroBlue() method sets the blue values at all pixels to zero
*/
public void zeroBlue()
{
Pixel[][] pixels = this.getPixels2D();
for (Pixel[] rowArray : pixels)
{
for (Pixel p: rowArray)
{
p.setBlue(0);
}
}
}
/* mirrorVertical() */
public void mirrorVertical()
{
Pixel[][] pixels = this.getPixels2D();
Pixel leftPixel = null;
Pixel rightPixel = null;
int width = pixels[0].length;
for (int row = 0; row < pixels.length; row++)
{
for (int col = 0; col < width / 2; col++)
{
leftPixel = pixels[row][col];
rightPixel = pixels[row][width - 1 - col];
rightPixel.setColor(leftPixel.getColor());
}
}
}
/** copy from the passed fromPic to the
* specified startRow and startCol in the
* current picture
* @param fromPic the picture to copy from
* @param startRow the start row to copy to
* @param startCol the start col to copy to
*/
public void copy(Picture fromPic,
int startRow, int startCol)
{
Pixel fromPixel = null;
Pixel toPixel = null;
Pixel[][] toPixels = this.getPixels2D();
Pixel[][] fromPixels = fromPic.getPixels2D();
for (int fromRow = 0, toRow = startRow;
fromRow < fromPixels.length &&
toRow < toPixels.length;
fromRow++, toRow++)
{
for (int fromCol = 0, toCol = startCol;
fromCol < fromPixels[0].length &&
toCol < toPixels[0].length;
fromCol++, toCol++)
{
fromPixel = fromPixels[fromRow][fromCol];
toPixel = toPixels[toRow][toCol];
toPixel.setColor(fromPixel.getColor());
}
}
}
public void createCollage()
{
// You can also try butterfly.jpg and snowflake.jpg
Picture flower1 = new Picture("flower1.jpg");
Picture flower2 = new Picture("flower2.jpg");
this.copy(flower1,0,0);
this.copy(flower2,100,0);
this.copy(flower1,200,0);
Picture flowerNoBlue = new Picture(flower2);
flowerNoBlue.zeroBlue();
this.copy(flowerNoBlue,300,0);
this.copy(flower1,400,0);
this.copy(flower2,500,0);
this.mirrorVertical();
this.show();
}
/* Main method for testing
*/
public static void main(String[] args)
{
Picture p = new Picture(500,500);
p.createCollage();
}
}
The following is experimental, as of 2023-07-05, and needs some organization, plus some credit to CSAwesome and Barb Ericson.
View Source for datafile
<datafile label="beach-datafile" filename="beach.jpg">
<image source="datafiles/beach.jpg" width="17%" />
</datafile>
Data: beach.jpg
View Source for datafile
<datafile label="file-picture-classes-jar" filename="pictureClasses1.jar" editable="no" hide="yes">
<pre>

import java.awt.Image;
import java.awt.image.BufferedImage;
/**
* Interface to describe a digital picture.  A digital picture can have an
* associated file name.  It can have a title.  It has pixels
* associated with it and you can get and set the pixels.  You
* can get an Image from a picture or a BufferedImage.  You can load
* it from a file name or image.  You can show a picture.  You can
* explore a picture.  You can create a new image for it.
*
* @author Barb Ericson ericson@cc.gatech.edu
*/
public interface DigitalPicture
{
public String getFileName(); // get the file name that the picture came from
public String getTitle(); // get the title of the picture
public void setTitle(String title); // set the title of the picture
public int getWidth(); // get the width of the picture in pixels
public int getHeight(); // get the height of the picture in pixels
public Image getImage(); // get the image from the picture
public BufferedImage getBufferedImage(); // get the buffered image
public int getBasicPixel(int x, int y); // get the pixel information as an int
public void setBasicPixel(int x, int y, int rgb); // set the pixel information
public Pixel getPixel(int x, int y); // get the pixel information as an object
public Pixel[] getPixels(); // get all pixels in row-major order
public Pixel[][] getPixels2D(); // get 2-D array of pixels in row-major order
public void load(Image image); // load the image into the picture
public boolean load(String fileName); // load the picture from a file
public void show(); // show the picture
public boolean write(String fileName); // write out a file
}
import java.awt.Color;
/**
* Class that references a pixel in a picture. Pixel
* stands for picture element where picture is
* abbreviated pix.  A pixel has a column (x) and
* row (y) location in a picture.  A pixel knows how
* to get and set the red, green, blue, and alpha
* values in the picture.  A pixel also knows how to get
* and set the color using a Color object.
*
* @author Barb Ericson ericson@cc.gatech.edu
*/
public class Pixel
{
////////////////////////// fields ///////////////////////////////////
/** the digital picture this pixel belongs to */
private DigitalPicture picture;
/** the x (column) location of this pixel in the picture; (0,0) is top left */
private int x;
/** the y (row) location of this pixel in the picture; (0,0) is top left */
private int y;
////////////////////// constructors /////////////////////////////////
/**
* A constructor that takes the x and y location for the pixel and
* the picture the pixel is coming from
* @param picture the picture that the pixel is in
* @param x the x location of the pixel in the picture
* @param y the y location of the pixel in the picture
*/
public Pixel(DigitalPicture picture, int x, int y)
{
// set the picture
this.picture = picture;
// set the x location
this.x = x;
// set the y location
this.y = y;
}
///////////////////////// methods //////////////////////////////
/**
* Method to get the x location of this pixel.
* @return the x location of the pixel in the picture
*/
public int getX() { return x; }
/**
* Method to get the y location of this pixel.
* @return the y location of the pixel in the picture
*/
public int getY() { return y; }
/**
* Method to get the row (y value)
* @return the row (y value) of the pixel in the picture
*/
public int getRow() { return y; }
/**
* Method to get the column (x value)
* @return the column (x value) of the pixel
*/
public int getCol() { return x; }
/**
* Method to get the amount of alpha (transparency) at this pixel.
* It will be from 0-255.
* @return the amount of alpha (transparency)
*/
public int getAlpha() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the alpha value (starts at 25 so shift right 24)
// then and it with all 1's for the first 8 bits to keep
// end up with from 0 to 255
int alpha = (value &gt;&gt; 24) &amp; 0xff;
return alpha;
}
/**
* Method to get the amount of red at this pixel.  It will be
* from 0-255 with 0 being no red and 255 being as much red as
* you can have.
* @return the amount of red from 0 for none to 255 for max
*/
public int getRed() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the red value (starts at 17 so shift right 16)
// then AND it with all 1's for the first 8 bits to
// end up with a resulting value from 0 to 255
int red = (value &gt;&gt; 16) &amp; 0xff;
return red;
}
/**
* Method to get the red value from a pixel represented as an int
* @param value the color value as an int
* @return the amount of red
*/
public static int getRed(int value)
{
int red = (value &gt;&gt; 16) &amp; 0xff;
return red;
}
/**
* Method to get the amount of green at this pixel.  It will be
* from 0-255 with 0 being no green and 255 being as much green as
* you can have.
* @return the amount of green from 0 for none to 255 for max
*/
public int getGreen() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the green value (starts at 9 so shift right 8)
int green = (value &gt;&gt;  8) &amp; 0xff;
return green;
}
/**
* Method to get the green value from a pixel represented as an int
* @param value the color value as an int
* @return the amount of green
*/
public static int getGreen(int value)
{
int green = (value &gt;&gt; 8) &amp; 0xff;
return green;
}
/**
* Method to get the amount of blue at this pixel.  It will be
* from 0-255 with 0 being no blue and 255 being as much blue as
* you can have.
* @return the amount of blue from 0 for none to 255 for max
*/
public int getBlue() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the blue value (starts at 0 so no shift required)
int blue = value &amp; 0xff;
return blue;
}
/**
* Method to get the blue value from a pixel represented as an int
* @param value the color value as an int
* @return the amount of blue
*/
public static int getBlue(int value)
{
int blue = value &amp; 0xff;
return blue;
}
/**
* Method to get a color object that represents the color at this pixel.
* @return a color object that represents the pixel color
*/
public Color getColor()
{
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the red value (starts at 17 so shift right 16)
// then AND it with all 1's for the first 8 bits to
// end up with a resulting value from 0 to 255
int red = (value &gt;&gt; 16) &amp; 0xff;
// get the green value (starts at 9 so shift right 8)
int green = (value &gt;&gt;  8) &amp; 0xff;
// get the blue value (starts at 0 so no shift required)
int blue = value &amp; 0xff;
return new Color(red,green,blue);
}
/**
* Method to set the pixel color to the passed in color object.
* @param newColor the new color to use
*/
public void setColor(Color newColor)
{
// set the red, green, and blue values
int red = newColor.getRed();
int green = newColor.getGreen();
int blue = newColor.getBlue();
// update the associated picture
updatePicture(this.getAlpha(),red,green,blue);
}
/**
* Method to update the picture based on the passed color
* values for this pixel
* @param alpha the alpha (transparency) at this pixel
* @param red the red value for the color at this pixel
* @param green the green value for the color at this pixel
* @param blue the blue value for the color at this pixel
*/
public void updatePicture(int alpha, int red, int green, int blue)
{
// create a 32 bit int with alpha, red, green blue from left to right
int value = (alpha &lt;&lt; 24) + (red &lt;&lt; 16) + (green &lt;&lt; 8) + blue;
// update the picture with the int value
picture.setBasicPixel(x,y,value);
}
/**
* Method to correct a color value to be within 0 to 255
* @param the value to use
* @return a value within 0 to 255
*/
private static int correctValue(int value)
{
if (value &lt; 0)
value = 0;
if (value &gt; 255)
value = 255;
return value;
}
/**
* Method to set the red to a new red value
* @param value the new value to use
*/
public void setRed(int value)
{
// set the red value to the corrected value
int red = correctValue(value);
// update the pixel value in the picture
updatePicture(getAlpha(), red, getGreen(), getBlue());
}
/**
* Method to set the green to a new green value
* @param value the value to use
*/
public void setGreen(int value)
{
// set the green value to the corrected value
int green = correctValue(value);
// update the pixel value in the picture
updatePicture(getAlpha(), getRed(), green, getBlue());
}
/**
* Method to set the blue to a new blue value
* @param value the new value to use
*/
public void setBlue(int value)
{
// set the blue value to the corrected value
int blue = correctValue(value);
// update the pixel value in the picture
updatePicture(getAlpha(), getRed(), getGreen(), blue);
}
/**
* Method to set the alpha (transparency) to a new alpha value
* @param value the new value to use
*/
public void setAlpha(int value)
{
// make sure that the alpha is from 0 to 255
int alpha = correctValue(value);
// update the associated picture
updatePicture(alpha, getRed(), getGreen(), getBlue());
}
/**
* Method to get the distance between this pixel's color and the passed color
* @param testColor the color to compare to
* @return the distance between this pixel's color and the passed color
*/
public double colorDistance(Color testColor)
{
double redDistance = this.getRed() - testColor.getRed();
double greenDistance = this.getGreen() - testColor.getGreen();
double blueDistance = this.getBlue() - testColor.getBlue();
double distance = Math.sqrt(redDistance * redDistance +
greenDistance * greenDistance +
blueDistance * blueDistance);
return distance;
}
/**
* Method to compute the color distances between two color objects
* @param color1 a color object
* @param color2 a color object
* @return the distance between the two colors
*/
public static double colorDistance(Color color1,Color color2)
{
double redDistance = color1.getRed() - color2.getRed();
double greenDistance = color1.getGreen() - color2.getGreen();
double blueDistance = color1.getBlue() - color2.getBlue();
double distance = Math.sqrt(redDistance * redDistance +
greenDistance * greenDistance +
blueDistance * blueDistance);
return distance;
}
/**
* Method to get the average of the colors of this pixel
* @return the average of the red, green, and blue values
*/
public double getAverage()
{
double average = (getRed() + getGreen() + getBlue()) / 3.0;
return average;
}
/**
* Method to return a string with information about this pixel
* @return a string with information about this pixel
*/
public String toString()
{
return "Pixel row=" + getRow() +
" col=" + getCol() +
" red=" + getRed() +
" green=" + getGreen() +
" blue=" + getBlue();
}
}
import javax.imageio.ImageIO;
import java.awt.image.BufferedImage;
import javax.swing.ImageIcon;
import java.awt.*;
import java.io.*;
import java.awt.geom.*;
import java.io.ByteArrayOutputStream;
//import javax.xml.bind.DatatypeConverter;
import java.util.Base64;
import java.util.Scanner;
/**
* A class that represents a simple picture.  A simple picture may have
* an associated file name and a title.  A simple picture has pixels,
* width, and height.  A simple picture uses a BufferedImage to
* hold the pixels. You can also explore a simple picture.
*
* @author Barb Ericson ericson@cc.gatech.edu
*/
public class SimplePicture implements DigitalPicture
{
/////////////////////// Fields /////////////////////////
/**
* the file name associated with the simple picture
*/
private String fileName;
/**
* the path name for the file
*/
private String pathName;
/**
* the title of the simple picture
*/
private String title;
/**
* buffered image to hold pixels for the simple picture
*/
private BufferedImage bufferedImage;
/**
* extension for this file (jpg or bmp)
*/
private String extension;
/////////////////////// Constructors /////////////////////////
/**
* A Constructor that takes no arguments.  It creates a picture with
* a width of 200 and a height of 100 that is all white.
* A no-argument constructor must be given in order for a class to
* be able to be subclassed.  By default all subclasses will implicitly
* call this in their parent's no-argument constructor unless a
* different call to super() is explicitly made as the first line
* of code in a constructor.
*/
public SimplePicture()
{this(200,100);}
/**
* A Constructor that takes a file name and uses the file to create
* a picture
* @param fileName the file name to use in creating the picture
*/
public SimplePicture(String fileName)
{
// load the picture into the buffered image
load(fileName);
}
/**
* A constructor that takes the width and height desired for a picture and
* creates a buffered image of that size.  This constructor doesn't
* show the picture.  The pixels will all be white.
* @param width the desired width
* @param height the desired height
*/
public  SimplePicture(int width, int height)
{
bufferedImage = new BufferedImage(width, height, BufferedImage.TYPE_INT_RGB);
title = "None";
fileName = "None";
extension = "jpg";
setAllPixelsToAColor(Color.white);
}
/**
* A constructor that takes the width and height desired for a picture and
* creates a buffered image of that size.  It also takes the
* color to use for the background of the picture.
* @param width the desired width
* @param height the desired height
* @param theColor the background color for the picture
*/
public  SimplePicture(int width, int height, Color theColor)
{
this(width,height);
setAllPixelsToAColor(theColor);
}
/**
* A Constructor that takes a picture to copy information from
* @param copyPicture the picture to copy from
*/
public SimplePicture(SimplePicture copyPicture)
{
if (copyPicture.fileName != null)
{
this.fileName = new String(copyPicture.fileName);
this.extension = copyPicture.extension;
}
if (copyPicture.title != null)
this.title = new String(copyPicture.title);
if (copyPicture.bufferedImage != null)
{
this.bufferedImage = new BufferedImage(copyPicture.getWidth(),  copyPicture.getHeight(), BufferedImage.TYPE_INT_RGB);
this.copyPicture(copyPicture);
}
}
/**
* A constructor that takes a buffered image
* @param image the buffered image
*/
public SimplePicture(BufferedImage image)
{
this.bufferedImage = image;
title = "None";
fileName = "None";
extension = "jpg";
}
////////////////////////// Methods //////////////////////////////////
/**
* Method to get the extension for this picture
* @return the extension (jpg, bmp, giff, etc)
*/
public String getExtension() { return extension; }
/**
* Method that will copy all of the passed source picture into
* the current picture object
* @param sourcePicture  the picture object to copy
*/
public void copyPicture(SimplePicture sourcePicture)
{
Pixel sourcePixel = null;
Pixel targetPixel = null;
// loop through the columns
for (int sourceX = 0, targetX = 0;
sourceX &lt; sourcePicture.getWidth() &amp;&amp;
targetX &lt; this.getWidth();
sourceX++, targetX++)
{
// loop through the rows
for (int sourceY = 0, targetY = 0;
sourceY &lt; sourcePicture.getHeight() &amp;&amp;
targetY &lt; this.getHeight();
sourceY++, targetY++)
{
sourcePixel = sourcePicture.getPixel(sourceX,sourceY);
targetPixel = this.getPixel(targetX,targetY);
targetPixel.setColor(sourcePixel.getColor());
}
}
}
/**
* Method to set the color in the picture to the passed color
* @param color the color to set to
*/
public void setAllPixelsToAColor(Color color)
{
// loop through all x
for (int x = 0; x &lt; this.getWidth(); x++)
{
// loop through all y
for (int y = 0; y &lt; this.getHeight(); y++)
{
getPixel(x,y).setColor(color);
}
}
}
/**
* Method to get the buffered image
* @return the buffered image
*/
public BufferedImage getBufferedImage()
{
return bufferedImage;
}
/**
* Method to get a graphics object for this picture to use to draw on
* @return a graphics object to use for drawing
*/
public Graphics getGraphics()
{
return bufferedImage.getGraphics();
}
/**
* Method to get a Graphics2D object for this picture which can
* be used to do 2D drawing on the picture
*/
public Graphics2D createGraphics()
{
return bufferedImage.createGraphics();
}
/**
* Method to get the file name associated with the picture
* @return  the file name associated with the picture
*/
public String getFileName() { return fileName; }
/**
* Method to set the file name
* @param name the full pathname of the file
*/
public void setFileName(String name)
{
fileName = name;
}
/**
* Method to get the title of the picture
* @return the title of the picture
*/
public String getTitle()
{ return title; }
/**
* Method to set the title for the picture
* @param title the title to use for the picture
*/
public void setTitle(String title)
{
this.title = title;
}
/**
* Method to get the width of the picture in pixels
* @return the width of the picture in pixels
*/
public int getWidth() { return bufferedImage.getWidth(); }
/**
* Method to get the height of the picture in pixels
* @return  the height of the picture in pixels
*/
public int getHeight() { return bufferedImage.getHeight(); }
/**
* Method to get an image from the picture
* @return  the buffered image since it is an image
*/
public Image getImage()
{
return bufferedImage;
}
/**
* Method to return the pixel value as an int for the given x and y location
* @param x the x coordinate of the pixel
* @param y the y coordinate of the pixel
* @return the pixel value as an integer (alpha, red, green, blue)
*/
public int getBasicPixel(int x, int y)
{
return bufferedImage.getRGB(x,y);
}
/**
* Method to set the value of a pixel in the picture from an int
* @param x the x coordinate of the pixel
* @param y the y coordinate of the pixel
* @param rgb the new rgb value of the pixel (alpha, red, green, blue)
*/
public void setBasicPixel(int x, int y, int rgb)
{
bufferedImage.setRGB(x,y,rgb);
}
/**
* Method to get a pixel object for the given x and y location
* @param x  the x location of the pixel in the picture
* @param y  the y location of the pixel in the picture
* @return a Pixel object for this location
*/
public Pixel getPixel(int x, int y)
{
// create the pixel object for this picture and the given x and y location
Pixel pixel = new Pixel(this,x,y);
return pixel;
}
/**
* Method to get a one-dimensional array of Pixels for this simple picture
* @return a one-dimensional array of Pixel objects starting with y=0
* to y=height-1 and x=0 to x=width-1.
*/
public Pixel[] getPixels()
{
int width = getWidth();
int height = getHeight();
Pixel[] pixelArray = new Pixel[width * height];
// loop through height rows from top to bottom
for (int row = 0; row &lt; height; row++)
for (int col = 0; col &lt; width; col++)
pixelArray[row * width + col] = new Pixel(this,col,row);
return pixelArray;
}
/**
* Method to get a two-dimensional array of Pixels for this simple picture
* @return a two-dimensional array of Pixel objects in row-major order.
*/
public Pixel[][] getPixels2D()
{
int width = getWidth();
int height = getHeight();
Pixel[][] pixelArray = new Pixel[height][width];
// loop through height rows from top to bottom
for (int row = 0; row &lt; height; row++)
for (int col = 0; col &lt; width; col++)
pixelArray[row][col] = new Pixel(this,col,row);
return pixelArray;
}
/**
* Method to load the buffered image with the passed image
* @param image  the image to use
*/
public void load(Image image)
{
// get a graphics context to use to draw on the buffered image
Graphics2D graphics2d = bufferedImage.createGraphics();
// draw the image on the buffered image starting at 0,0
graphics2d.drawImage(image,0,0,null);
// show the new image
show();
}
/**
* Method to show the picture in a picture frame
*/
public void show()
{
try {
ByteArrayOutputStream output = new ByteArrayOutputStream();
ImageIO.write(this.bufferedImage, "png", output);
String result = Base64.getEncoder().encodeToString(output.toByteArray());
//BH: using Base64 instead of DatatypeConverter.printBase64Binary(output.toByteArray());
System.out.println("&amp;lt;img src=\'data:image/" + this.extension + ";base64," + result + "\'/&gt;");
} catch (IOException e) {
System.out.println("Errors occured in image conversion");
}
}
/**
* Method to open a picture explorer on a copy (in memory) of this
* simple picture
*/
/*
public void explore()
{
// create a copy of the current picture and explore it
new PictureExplorer(new SimplePicture(this));
}
*/
/**
* Method to load the picture from the passed file name
* @param fileName the file name to use to load the picture from
* @throws IOException if the picture isn't found
*/
public void loadOrFail(String fileName) throws IOException
{
// set the current picture's file name
this.fileName = fileName;
// set the extension
int posDot = fileName.lastIndexOf('.');
if (posDot &gt;= 0)
this.extension = fileName.substring(posDot + 1);
// get file location
String[] paths = fileName.split("/");
this.pathName = "";
if(paths.length != 1) {
for(int i = 0; i &lt; paths.length - 1; i++) {
this.pathName = this.pathName + paths[i] + "/";
}
}
// if the current title is null use the file name
if (title == null)
title = fileName;
File file = new File(this.fileName);
if (!file.canRead())
{
throw new IOException(this.fileName +
" could not be opened. Check that you specified the path");
}
this.bufferedImage = ImageIO.read(file);
}
/**
* Method to read the contents of the picture from a filename
* without throwing errors
* @param fileName the name of the file to write the picture to
* @return true if success else false
*/
public boolean load(String fileName)
{
try {
this.loadOrFail(fileName);
return true;
} catch (Exception ex) {
System.out.println("There was an error trying to open " + fileName);
bufferedImage = new BufferedImage(600,200,
BufferedImage.TYPE_INT_RGB);
addMessage("Couldn't load " + fileName,5,100);
return false;
}
}
/**
* Method to load the picture from the passed file name
* this just calls load(fileName) and is for name compatibility
* @param fileName the file name to use to load the picture from
* @return true if success else false
*/
public boolean loadImage(String fileName)
{
return load(fileName);
}
/**
* Method to draw a message as a string on the buffered image
* @param message the message to draw on the buffered image
* @param xPos  the x coordinate of the leftmost point of the string
* @param yPos  the y coordinate of the bottom of the string
*/
public void addMessage(String message, int xPos, int yPos)
{
// get a graphics context to use to draw on the buffered image
Graphics2D graphics2d = bufferedImage.createGraphics();
// set the color to white
graphics2d.setPaint(Color.white);
// set the font to Helvetica bold style and size 16
graphics2d.setFont(new Font("Helvetica",Font.BOLD,16));
// draw the message
graphics2d.drawString(message,xPos,yPos);
}
/**
* Method to draw a string at the given location on the picture
* @param text the text to draw
* @param xPos the left x for the text
* @param yPos the top y for the text
*/
public void drawString(String text, int xPos, int yPos)
{
addMessage(text,xPos,yPos);
}
/**
* Method to create a new picture by scaling the current
* picture by the given x and y factors
* @param xFactor the amount to scale in x
* @param yFactor the amount to scale in y
* @return the resulting picture
*/
public Picture scale(double xFactor, double yFactor)
{
// set up the scale transform
AffineTransform scaleTransform = new AffineTransform();
scaleTransform.scale(xFactor,yFactor);
// create a new picture object that is the right size
Picture result = new Picture((int) (getHeight() * yFactor),
(int) (getWidth() * xFactor));
// get the graphics 2d object to draw on the result
Graphics graphics = result.getGraphics();
Graphics2D g2 = (Graphics2D) graphics;
// draw the current image onto the result image scaled
g2.drawImage(this.getImage(),scaleTransform,null);
return result;
}
/**
* Method to create a new picture of the passed width.
* The aspect ratio of the width and height will stay
* the same.
* @param width the desired width
* @return the resulting picture
*/
public Picture getPictureWithWidth(int width)
{
// set up the scale transform
double xFactor = (double) width / this.getWidth();
Picture result = scale(xFactor,xFactor);
return result;
}
/**
* Method to create a new picture of the passed height.
* The aspect ratio of the width and height will stay
* the same.
* @param height the desired height
* @return the resulting picture
*/
public Picture getPictureWithHeight(int height)
{
// set up the scale transform
double yFactor = (double) height / this.getHeight();
Picture result = scale(yFactor,yFactor);
return result;
}
/**
* Method to load a picture from a file name and show it in a picture frame
* @param fileName the file name to load the picture from
* @return true if success else false
*/
public boolean loadPictureAndShowIt(String fileName)
{
boolean result = true;  // the default is that it worked
// try to load the picture into the buffered image from the file name
result = load(fileName);
// show the picture in a picture frame
show();
return result;
}
/**
* Method to write the contents of the picture to a file with
* the passed name
* @param fileName the name of the file to write the picture to
*/
public void writeOrFail(String fileName) throws IOException
{
String extension = this.extension; // the default is current
// create the file object
File file = new File(this.pathName + fileName);
//File fileLoc = file.getParentFile(); // directory name
// if there is no parent directory use the current media dir
//if (fileLoc == null)
//{
//fileName = FileChooser.getMediaPath(fileName);
//file = new File(fileName);
//fileLoc = file.getParentFile();
//}
// check that you can write to the directory
//if (!fileLoc.canWrite()) {
//    throw new IOException(fileName +
//    " could not be opened. Check to see if you can write to the directory.");
//}
// get the extension
int posDot = fileName.indexOf('.');
if (posDot &gt;= 0)
extension = fileName.substring(posDot + 1);
// write the contents of the buffered image to the file
ImageIO.write(bufferedImage, extension, file);
}
/**
* Method to write the contents of the picture to a file with
* the passed name without throwing errors
* @param fileName the name of the file to write the picture to
* @return true if success else false
*/
public boolean write(String fileName)
{
try {
this.writeOrFail(fileName);
return true;
} catch (Exception ex) {
System.out.println("There was an error trying to write " + fileName);
ex.printStackTrace();
return false;
}
}
/**
* Method to get the coordinates of the enclosing rectangle after this
* transformation is applied to the current picture
* @return the enclosing rectangle
*/
public Rectangle2D getTransformEnclosingRect(AffineTransform trans)
{
int width = getWidth();
int height = getHeight();
double maxX = width - 1;
double maxY = height - 1;
double minX, minY;
Point2D.Double p1 = new Point2D.Double(0,0);
Point2D.Double p2 = new Point2D.Double(maxX,0);
Point2D.Double p3 = new Point2D.Double(maxX,maxY);
Point2D.Double p4 = new Point2D.Double(0,maxY);
Point2D.Double result = new Point2D.Double(0,0);
Rectangle2D.Double rect = null;
// get the new points and min x and y and max x and y
trans.deltaTransform(p1,result);
minX = result.getX();
maxX = result.getX();
minY = result.getY();
maxY = result.getY();
trans.deltaTransform(p2,result);
minX = Math.min(minX,result.getX());
maxX = Math.max(maxX,result.getX());
minY = Math.min(minY,result.getY());
maxY = Math.max(maxY,result.getY());
trans.deltaTransform(p3,result);
minX = Math.min(minX,result.getX());
maxX = Math.max(maxX,result.getX());
minY = Math.min(minY,result.getY());
maxY = Math.max(maxY,result.getY());
trans.deltaTransform(p4,result);
minX = Math.min(minX,result.getX());
maxX = Math.max(maxX,result.getX());
minY = Math.min(minY,result.getY());
maxY = Math.max(maxY,result.getY());
// create the bounding rectangle to return
rect = new Rectangle2D.Double(minX,minY,maxX - minX + 1, maxY - minY + 1);
return rect;
}
/**
* Method to get the coordinates of the enclosing rectangle after this
* transformation is applied to the current picture
* @return the enclosing rectangle
*/
public Rectangle2D getTranslationEnclosingRect(AffineTransform trans)
{
return getTransformEnclosingRect(trans);
}
/**
* Method to return a string with information about this picture
* @return a string with information about the picture
*/
public String toString()
{
String output = "Simple Picture, filename " + fileName +
" height " + getHeight() + " width " + getWidth();
return output;
}
} // end of SimplePicture class

</pre>

    </datafile>
Data: pictureClasses1.jar
import java.awt.Image;
import java.awt.image.BufferedImage;
/**
* Interface to describe a digital picture.  A digital picture can have an
* associated file name.  It can have a title.  It has pixels
* associated with it and you can get and set the pixels.  You
* can get an Image from a picture or a BufferedImage.  You can load
* it from a file name or image.  You can show a picture.  You can
* explore a picture.  You can create a new image for it.
*
* @author Barb Ericson ericson@cc.gatech.edu
*/
public interface DigitalPicture
{
public String getFileName(); // get the file name that the picture came from
public String getTitle(); // get the title of the picture
public void setTitle(String title); // set the title of the picture
public int getWidth(); // get the width of the picture in pixels
public int getHeight(); // get the height of the picture in pixels
public Image getImage(); // get the image from the picture
public BufferedImage getBufferedImage(); // get the buffered image
public int getBasicPixel(int x, int y); // get the pixel information as an int
public void setBasicPixel(int x, int y, int rgb); // set the pixel information
public Pixel getPixel(int x, int y); // get the pixel information as an object
public Pixel[] getPixels(); // get all pixels in row-major order
public Pixel[][] getPixels2D(); // get 2-D array of pixels in row-major order
public void load(Image image); // load the image into the picture
public boolean load(String fileName); // load the picture from a file
public void show(); // show the picture
public boolean write(String fileName); // write out a file
}
import java.awt.Color;
/**
* Class that references a pixel in a picture. Pixel
* stands for picture element where picture is
* abbreviated pix.  A pixel has a column (x) and
* row (y) location in a picture.  A pixel knows how
* to get and set the red, green, blue, and alpha
* values in the picture.  A pixel also knows how to get
* and set the color using a Color object.
*
* @author Barb Ericson ericson@cc.gatech.edu
*/
public class Pixel
{
////////////////////////// fields ///////////////////////////////////
/** the digital picture this pixel belongs to */
private DigitalPicture picture;
/** the x (column) location of this pixel in the picture; (0,0) is top left */
private int x;
/** the y (row) location of this pixel in the picture; (0,0) is top left */
private int y;
////////////////////// constructors /////////////////////////////////
/**
* A constructor that takes the x and y location for the pixel and
* the picture the pixel is coming from
* @param picture the picture that the pixel is in
* @param x the x location of the pixel in the picture
* @param y the y location of the pixel in the picture
*/
public Pixel(DigitalPicture picture, int x, int y)
{
// set the picture
this.picture = picture;
// set the x location
this.x = x;
// set the y location
this.y = y;
}
///////////////////////// methods //////////////////////////////
/**
* Method to get the x location of this pixel.
* @return the x location of the pixel in the picture
*/
public int getX() { return x; }
/**
* Method to get the y location of this pixel.
* @return the y location of the pixel in the picture
*/
public int getY() { return y; }
/**
* Method to get the row (y value)
* @return the row (y value) of the pixel in the picture
*/
public int getRow() { return y; }
/**
* Method to get the column (x value)
* @return the column (x value) of the pixel
*/
public int getCol() { return x; }
/**
* Method to get the amount of alpha (transparency) at this pixel.
* It will be from 0-255.
* @return the amount of alpha (transparency)
*/
public int getAlpha() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the alpha value (starts at 25 so shift right 24)
// then and it with all 1's for the first 8 bits to keep
// end up with from 0 to 255
int alpha = (value >> 24) & 0xff;
return alpha;
}
/**
* Method to get the amount of red at this pixel.  It will be
* from 0-255 with 0 being no red and 255 being as much red as
* you can have.
* @return the amount of red from 0 for none to 255 for max
*/
public int getRed() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the red value (starts at 17 so shift right 16)
// then AND it with all 1's for the first 8 bits to
// end up with a resulting value from 0 to 255
int red = (value >> 16) & 0xff;
return red;
}
/**
* Method to get the red value from a pixel represented as an int
* @param value the color value as an int
* @return the amount of red
*/
public static int getRed(int value)
{
int red = (value >> 16) & 0xff;
return red;
}
/**
* Method to get the amount of green at this pixel.  It will be
* from 0-255 with 0 being no green and 255 being as much green as
* you can have.
* @return the amount of green from 0 for none to 255 for max
*/
public int getGreen() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the green value (starts at 9 so shift right 8)
int green = (value >>  8) & 0xff;
return green;
}
/**
* Method to get the green value from a pixel represented as an int
* @param value the color value as an int
* @return the amount of green
*/
public static int getGreen(int value)
{
int green = (value >> 8) & 0xff;
return green;
}
/**
* Method to get the amount of blue at this pixel.  It will be
* from 0-255 with 0 being no blue and 255 being as much blue as
* you can have.
* @return the amount of blue from 0 for none to 255 for max
*/
public int getBlue() {
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the blue value (starts at 0 so no shift required)
int blue = value & 0xff;
return blue;
}
/**
* Method to get the blue value from a pixel represented as an int
* @param value the color value as an int
* @return the amount of blue
*/
public static int getBlue(int value)
{
int blue = value & 0xff;
return blue;
}
/**
* Method to get a color object that represents the color at this pixel.
* @return a color object that represents the pixel color
*/
public Color getColor()
{
/* get the value at the location from the picture as a 32 bit int
* with alpha, red, green, blue each taking 8 bits from left to right
*/
int value = picture.getBasicPixel(x,y);
// get the red value (starts at 17 so shift right 16)
// then AND it with all 1's for the first 8 bits to
// end up with a resulting value from 0 to 255
int red = (value >> 16) & 0xff;
// get the green value (starts at 9 so shift right 8)
int green = (value >>  8) & 0xff;
// get the blue value (starts at 0 so no shift required)
int blue = value & 0xff;
return new Color(red,green,blue);
}
/**
* Method to set the pixel color to the passed in color object.
* @param newColor the new color to use
*/
public void setColor(Color newColor)
{
// set the red, green, and blue values
int red = newColor.getRed();
int green = newColor.getGreen();
int blue = newColor.getBlue();
// update the associated picture
updatePicture(this.getAlpha(),red,green,blue);
}
/**
* Method to update the picture based on the passed color
* values for this pixel
* @param alpha the alpha (transparency) at this pixel
* @param red the red value for the color at this pixel
* @param green the green value for the color at this pixel
* @param blue the blue value for the color at this pixel
*/
public void updatePicture(int alpha, int red, int green, int blue)
{
// create a 32 bit int with alpha, red, green blue from left to right
int value = (alpha << 24) + (red << 16) + (green << 8) + blue;
// update the picture with the int value
picture.setBasicPixel(x,y,value);
}
/**
* Method to correct a color value to be within 0 to 255
* @param the value to use
* @return a value within 0 to 255
*/
private static int correctValue(int value)
{
if (value < 0)
value = 0;
if (value > 255)
value = 255;
return value;
}
/**
* Method to set the red to a new red value
* @param value the new value to use
*/
public void setRed(int value)
{
// set the red value to the corrected value
int red = correctValue(value);
// update the pixel value in the picture
updatePicture(getAlpha(), red, getGreen(), getBlue());
}
/**
* Method to set the green to a new green value
* @param value the value to use
*/
public void setGreen(int value)
{
// set the green value to the corrected value
int green = correctValue(value);
// update the pixel value in the picture
updatePicture(getAlpha(), getRed(), green, getBlue());
}
/**
* Method to set the blue to a new blue value
* @param value the new value to use
*/
public void setBlue(int value)
{
// set the blue value to the corrected value
int blue = correctValue(value);
// update the pixel value in the picture
updatePicture(getAlpha(), getRed(), getGreen(), blue);
}
/**
* Method to set the alpha (transparency) to a new alpha value
* @param value the new value to use
*/
public void setAlpha(int value)
{
// make sure that the alpha is from 0 to 255
int alpha = correctValue(value);
// update the associated picture
updatePicture(alpha, getRed(), getGreen(), getBlue());
}
/**
* Method to get the distance between this pixel's color and the passed color
* @param testColor the color to compare to
* @return the distance between this pixel's color and the passed color
*/
public double colorDistance(Color testColor)
{
double redDistance = this.getRed() - testColor.getRed();
double greenDistance = this.getGreen() - testColor.getGreen();
double blueDistance = this.getBlue() - testColor.getBlue();
double distance = Math.sqrt(redDistance * redDistance +
greenDistance * greenDistance +
blueDistance * blueDistance);
return distance;
}
/**
* Method to compute the color distances between two color objects
* @param color1 a color object
* @param color2 a color object
* @return the distance between the two colors
*/
public static double colorDistance(Color color1,Color color2)
{
double redDistance = color1.getRed() - color2.getRed();
double greenDistance = color1.getGreen() - color2.getGreen();
double blueDistance = color1.getBlue() - color2.getBlue();
double distance = Math.sqrt(redDistance * redDistance +
greenDistance * greenDistance +
blueDistance * blueDistance);
return distance;
}
/**
* Method to get the average of the colors of this pixel
* @return the average of the red, green, and blue values
*/
public double getAverage()
{
double average = (getRed() + getGreen() + getBlue()) / 3.0;
return average;
}
/**
* Method to return a string with information about this pixel
* @return a string with information about this pixel
*/
public String toString()
{
return "Pixel row=" + getRow() +
" col=" + getCol() +
" red=" + getRed() +
" green=" + getGreen() +
" blue=" + getBlue();
}
}
import javax.imageio.ImageIO;
import java.awt.image.BufferedImage;
import javax.swing.ImageIcon;
import java.awt.*;
import java.io.*;
import java.awt.geom.*;
import java.io.ByteArrayOutputStream;
//import javax.xml.bind.DatatypeConverter;
import java.util.Base64;
import java.util.Scanner;
/**
* A class that represents a simple picture.  A simple picture may have
* an associated file name and a title.  A simple picture has pixels,
* width, and height.  A simple picture uses a BufferedImage to
* hold the pixels. You can also explore a simple picture.
*
* @author Barb Ericson ericson@cc.gatech.edu
*/
public class SimplePicture implements DigitalPicture
{
/////////////////////// Fields /////////////////////////
/**
* the file name associated with the simple picture
*/
private String fileName;
/**
* the path name for the file
*/
private String pathName;
/**
* the title of the simple picture
*/
private String title;
/**
* buffered image to hold pixels for the simple picture
*/
private BufferedImage bufferedImage;
/**
* extension for this file (jpg or bmp)
*/
private String extension;
/////////////////////// Constructors /////////////////////////
/**
* A Constructor that takes no arguments.  It creates a picture with
* a width of 200 and a height of 100 that is all white.
* A no-argument constructor must be given in order for a class to
* be able to be subclassed.  By default all subclasses will implicitly
* call this in their parent's no-argument constructor unless a
* different call to super() is explicitly made as the first line
* of code in a constructor.
*/
public SimplePicture()
{this(200,100);}
/**
* A Constructor that takes a file name and uses the file to create
* a picture
* @param fileName the file name to use in creating the picture
*/
public SimplePicture(String fileName)
{
// load the picture into the buffered image
load(fileName);
}
/**
* A constructor that takes the width and height desired for a picture and
* creates a buffered image of that size.  This constructor doesn't
* show the picture.  The pixels will all be white.
* @param width the desired width
* @param height the desired height
*/
public  SimplePicture(int width, int height)
{
bufferedImage = new BufferedImage(width, height, BufferedImage.TYPE_INT_RGB);
title = "None";
fileName = "None";
extension = "jpg";
setAllPixelsToAColor(Color.white);
}
/**
* A constructor that takes the width and height desired for a picture and
* creates a buffered image of that size.  It also takes the
* color to use for the background of the picture.
* @param width the desired width
* @param height the desired height
* @param theColor the background color for the picture
*/
public  SimplePicture(int width, int height, Color theColor)
{
this(width,height);
setAllPixelsToAColor(theColor);
}
/**
* A Constructor that takes a picture to copy information from
* @param copyPicture the picture to copy from
*/
public SimplePicture(SimplePicture copyPicture)
{
if (copyPicture.fileName != null)
{
this.fileName = new String(copyPicture.fileName);
this.extension = copyPicture.extension;
}
if (copyPicture.title != null)
this.title = new String(copyPicture.title);
if (copyPicture.bufferedImage != null)
{
this.bufferedImage = new BufferedImage(copyPicture.getWidth(),  copyPicture.getHeight(), BufferedImage.TYPE_INT_RGB);
this.copyPicture(copyPicture);
}
}
/**
* A constructor that takes a buffered image
* @param image the buffered image
*/
public SimplePicture(BufferedImage image)
{
this.bufferedImage = image;
title = "None";
fileName = "None";
extension = "jpg";
}
////////////////////////// Methods //////////////////////////////////
/**
* Method to get the extension for this picture
* @return the extension (jpg, bmp, giff, etc)
*/
public String getExtension() { return extension; }
/**
* Method that will copy all of the passed source picture into
* the current picture object
* @param sourcePicture  the picture object to copy
*/
public void copyPicture(SimplePicture sourcePicture)
{
Pixel sourcePixel = null;
Pixel targetPixel = null;
// loop through the columns
for (int sourceX = 0, targetX = 0;
sourceX < sourcePicture.getWidth() &&
targetX < this.getWidth();
sourceX++, targetX++)
{
// loop through the rows
for (int sourceY = 0, targetY = 0;
sourceY < sourcePicture.getHeight() &&
targetY < this.getHeight();
sourceY++, targetY++)
{
sourcePixel = sourcePicture.getPixel(sourceX,sourceY);
targetPixel = this.getPixel(targetX,targetY);
targetPixel.setColor(sourcePixel.getColor());
}
}
}
/**
* Method to set the color in the picture to the passed color
* @param color the color to set to
*/
public void setAllPixelsToAColor(Color color)
{
// loop through all x
for (int x = 0; x < this.getWidth(); x++)
{
// loop through all y
for (int y = 0; y < this.getHeight(); y++)
{
getPixel(x,y).setColor(color);
}
}
}
/**
* Method to get the buffered image
* @return the buffered image
*/
public BufferedImage getBufferedImage()
{
return bufferedImage;
}
/**
* Method to get a graphics object for this picture to use to draw on
* @return a graphics object to use for drawing
*/
public Graphics getGraphics()
{
return bufferedImage.getGraphics();
}
/**
* Method to get a Graphics2D object for this picture which can
* be used to do 2D drawing on the picture
*/
public Graphics2D createGraphics()
{
return bufferedImage.createGraphics();
}
/**
* Method to get the file name associated with the picture
* @return  the file name associated with the picture
*/
public String getFileName() { return fileName; }
/**
* Method to set the file name
* @param name the full pathname of the file
*/
public void setFileName(String name)
{
fileName = name;
}
/**
* Method to get the title of the picture
* @return the title of the picture
*/
public String getTitle()
{ return title; }
/**
* Method to set the title for the picture
* @param title the title to use for the picture
*/
public void setTitle(String title)
{
this.title = title;
}
/**
* Method to get the width of the picture in pixels
* @return the width of the picture in pixels
*/
public int getWidth() { return bufferedImage.getWidth(); }
/**
* Method to get the height of the picture in pixels
* @return  the height of the picture in pixels
*/
public int getHeight() { return bufferedImage.getHeight(); }
/**
* Method to get an image from the picture
* @return  the buffered image since it is an image
*/
public Image getImage()
{
return bufferedImage;
}
/**
* Method to return the pixel value as an int for the given x and y location
* @param x the x coordinate of the pixel
* @param y the y coordinate of the pixel
* @return the pixel value as an integer (alpha, red, green, blue)
*/
public int getBasicPixel(int x, int y)
{
return bufferedImage.getRGB(x,y);
}
/**
* Method to set the value of a pixel in the picture from an int
* @param x the x coordinate of the pixel
* @param y the y coordinate of the pixel
* @param rgb the new rgb value of the pixel (alpha, red, green, blue)
*/
public void setBasicPixel(int x, int y, int rgb)
{
bufferedImage.setRGB(x,y,rgb);
}
/**
* Method to get a pixel object for the given x and y location
* @param x  the x location of the pixel in the picture
* @param y  the y location of the pixel in the picture
* @return a Pixel object for this location
*/
public Pixel getPixel(int x, int y)
{
// create the pixel object for this picture and the given x and y location
Pixel pixel = new Pixel(this,x,y);
return pixel;
}
/**
* Method to get a one-dimensional array of Pixels for this simple picture
* @return a one-dimensional array of Pixel objects starting with y=0
* to y=height-1 and x=0 to x=width-1.
*/
public Pixel[] getPixels()
{
int width = getWidth();
int height = getHeight();
Pixel[] pixelArray = new Pixel[width * height];
// loop through height rows from top to bottom
for (int row = 0; row < height; row++)
for (int col = 0; col < width; col++)
pixelArray[row * width + col] = new Pixel(this,col,row);
return pixelArray;
}
/**
* Method to get a two-dimensional array of Pixels for this simple picture
* @return a two-dimensional array of Pixel objects in row-major order.
*/
public Pixel[][] getPixels2D()
{
int width = getWidth();
int height = getHeight();
Pixel[][] pixelArray = new Pixel[height][width];
// loop through height rows from top to bottom
for (int row = 0; row < height; row++)
for (int col = 0; col < width; col++)
pixelArray[row][col] = new Pixel(this,col,row);
return pixelArray;
}
/**
* Method to load the buffered image with the passed image
* @param image  the image to use
*/
public void load(Image image)
{
// get a graphics context to use to draw on the buffered image
Graphics2D graphics2d = bufferedImage.createGraphics();
// draw the image on the buffered image starting at 0,0
graphics2d.drawImage(image,0,0,null);
// show the new image
show();
}
/**
* Method to show the picture in a picture frame
*/
public void show()
{
try {
ByteArrayOutputStream output = new ByteArrayOutputStream();
ImageIO.write(this.bufferedImage, "png", output);
String result = Base64.getEncoder().encodeToString(output.toByteArray());
//BH: using Base64 instead of DatatypeConverter.printBase64Binary(output.toByteArray());
System.out.println("&lt;img src=\'data:image/" + this.extension + ";base64," + result + "\'/>");
} catch (IOException e) {
System.out.println("Errors occured in image conversion");
}
}
/**
* Method to open a picture explorer on a copy (in memory) of this
* simple picture
*/
/*
public void explore()
{
// create a copy of the current picture and explore it
new PictureExplorer(new SimplePicture(this));
}
*/
/**
* Method to load the picture from the passed file name
* @param fileName the file name to use to load the picture from
* @throws IOException if the picture isn't found
*/
public void loadOrFail(String fileName) throws IOException
{
// set the current picture's file name
this.fileName = fileName;
// set the extension
int posDot = fileName.lastIndexOf('.');
if (posDot >= 0)
this.extension = fileName.substring(posDot + 1);
// get file location
String[] paths = fileName.split("/");
this.pathName = "";
if(paths.length != 1) {
for(int i = 0; i < paths.length - 1; i++) {
this.pathName = this.pathName + paths[i] + "/";
}
}
// if the current title is null use the file name
if (title == null)
title = fileName;
File file = new File(this.fileName);
if (!file.canRead())
{
throw new IOException(this.fileName +
" could not be opened. Check that you specified the path");
}
this.bufferedImage = ImageIO.read(file);
}
/**
* Method to read the contents of the picture from a filename
* without throwing errors
* @param fileName the name of the file to write the picture to
* @return true if success else false
*/
public boolean load(String fileName)
{
try {
this.loadOrFail(fileName);
return true;
} catch (Exception ex) {
System.out.println("There was an error trying to open " + fileName);
bufferedImage = new BufferedImage(600,200,
BufferedImage.TYPE_INT_RGB);
addMessage("Couldn't load " + fileName,5,100);
return false;
}
}
/**
* Method to load the picture from the passed file name
* this just calls load(fileName) and is for name compatibility
* @param fileName the file name to use to load the picture from
* @return true if success else false
*/
public boolean loadImage(String fileName)
{
return load(fileName);
}
/**
* Method to draw a message as a string on the buffered image
* @param message the message to draw on the buffered image
* @param xPos  the x coordinate of the leftmost point of the string
* @param yPos  the y coordinate of the bottom of the string
*/
public void addMessage(String message, int xPos, int yPos)
{
// get a graphics context to use to draw on the buffered image
Graphics2D graphics2d = bufferedImage.createGraphics();
// set the color to white
graphics2d.setPaint(Color.white);
// set the font to Helvetica bold style and size 16
graphics2d.setFont(new Font("Helvetica",Font.BOLD,16));
// draw the message
graphics2d.drawString(message,xPos,yPos);
}
/**
* Method to draw a string at the given location on the picture
* @param text the text to draw
* @param xPos the left x for the text
* @param yPos the top y for the text
*/
public void drawString(String text, int xPos, int yPos)
{
addMessage(text,xPos,yPos);
}
/**
* Method to create a new picture by scaling the current
* picture by the given x and y factors
* @param xFactor the amount to scale in x
* @param yFactor the amount to scale in y
* @return the resulting picture
*/
public Picture scale(double xFactor, double yFactor)
{
// set up the scale transform
AffineTransform scaleTransform = new AffineTransform();
scaleTransform.scale(xFactor,yFactor);
// create a new picture object that is the right size
Picture result = new Picture((int) (getHeight() * yFactor),
(int) (getWidth() * xFactor));
// get the graphics 2d object to draw on the result
Graphics graphics = result.getGraphics();
Graphics2D g2 = (Graphics2D) graphics;
// draw the current image onto the result image scaled
g2.drawImage(this.getImage(),scaleTransform,null);
return result;
}
/**
* Method to create a new picture of the passed width.
* The aspect ratio of the width and height will stay
* the same.
* @param width the desired width
* @return the resulting picture
*/
public Picture getPictureWithWidth(int width)
{
// set up the scale transform
double xFactor = (double) width / this.getWidth();
Picture result = scale(xFactor,xFactor);
return result;
}
/**
* Method to create a new picture of the passed height.
* The aspect ratio of the width and height will stay
* the same.
* @param height the desired height
* @return the resulting picture
*/
public Picture getPictureWithHeight(int height)
{
// set up the scale transform
double yFactor = (double) height / this.getHeight();
Picture result = scale(yFactor,yFactor);
return result;
}
/**
* Method to load a picture from a file name and show it in a picture frame
* @param fileName the file name to load the picture from
* @return true if success else false
*/
public boolean loadPictureAndShowIt(String fileName)
{
boolean result = true;  // the default is that it worked
// try to load the picture into the buffered image from the file name
result = load(fileName);
// show the picture in a picture frame
show();
return result;
}
/**
* Method to write the contents of the picture to a file with
* the passed name
* @param fileName the name of the file to write the picture to
*/
public void writeOrFail(String fileName) throws IOException
{
String extension = this.extension; // the default is current
// create the file object
File file = new File(this.pathName + fileName);
//File fileLoc = file.getParentFile(); // directory name
// if there is no parent directory use the current media dir
//if (fileLoc == null)
//{
//fileName = FileChooser.getMediaPath(fileName);
//file = new File(fileName);
//fileLoc = file.getParentFile();
//}
// check that you can write to the directory
//if (!fileLoc.canWrite()) {
//    throw new IOException(fileName +
//    " could not be opened. Check to see if you can write to the directory.");
//}
// get the extension
int posDot = fileName.indexOf('.');
if (posDot >= 0)
extension = fileName.substring(posDot + 1);
// write the contents of the buffered image to the file
ImageIO.write(bufferedImage, extension, file);
}
/**
* Method to write the contents of the picture to a file with
* the passed name without throwing errors
* @param fileName the name of the file to write the picture to
* @return true if success else false
*/
public boolean write(String fileName)
{
try {
this.writeOrFail(fileName);
return true;
} catch (Exception ex) {
System.out.println("There was an error trying to write " + fileName);
ex.printStackTrace();
return false;
}
}
/**
* Method to get the coordinates of the enclosing rectangle after this
* transformation is applied to the current picture
* @return the enclosing rectangle
*/
public Rectangle2D getTransformEnclosingRect(AffineTransform trans)
{
int width = getWidth();
int height = getHeight();
double maxX = width - 1;
double maxY = height - 1;
double minX, minY;
Point2D.Double p1 = new Point2D.Double(0,0);
Point2D.Double p2 = new Point2D.Double(maxX,0);
Point2D.Double p3 = new Point2D.Double(maxX,maxY);
Point2D.Double p4 = new Point2D.Double(0,maxY);
Point2D.Double result = new Point2D.Double(0,0);
Rectangle2D.Double rect = null;
// get the new points and min x and y and max x and y
trans.deltaTransform(p1,result);
minX = result.getX();
maxX = result.getX();
minY = result.getY();
maxY = result.getY();
trans.deltaTransform(p2,result);
minX = Math.min(minX,result.getX());
maxX = Math.max(maxX,result.getX());
minY = Math.min(minY,result.getY());
maxY = Math.max(maxY,result.getY());
trans.deltaTransform(p3,result);
minX = Math.min(minX,result.getX());
maxX = Math.max(maxX,result.getX());
minY = Math.min(minY,result.getY());
maxY = Math.max(maxY,result.getY());
trans.deltaTransform(p4,result);
minX = Math.min(minX,result.getX());
maxX = Math.max(maxX,result.getX());
minY = Math.min(minY,result.getY());
maxY = Math.max(maxY,result.getY());
// create the bounding rectangle to return
rect = new Rectangle2D.Double(minX,minY,maxX - minX + 1, maxY - minY + 1);
return rect;
}
/**
* Method to get the coordinates of the enclosing rectangle after this
* transformation is applied to the current picture
* @return the enclosing rectangle
*/
public Rectangle2D getTranslationEnclosingRect(AffineTransform trans)
{
return getTransformEnclosingRect(trans);
}
/**
* Method to return a string with information about this picture
* @return a string with information about the picture
*/
public String toString()
{
String output = "Simple Picture, filename " + fileName +
" height " + getHeight() + " width " + getWidth();
return output;
}
} // end of SimplePicture class
View Source for program
<program label="java-only-blue" interactive="activecode" language="java" datafile="pictureClasses1.jar, beach.jpg">
<code>

import java.awt.*;
import java.awt.font.*;
import java.awt.geom.*;
import java.awt.image.BufferedImage;
import java.text.*;
import java.util.*;
import java.util.List;
/**
* A class that represents a picture.  This class inherits from
* SimplePicture and allows the student to add functionality to
* the Picture class.
*
* @author Barbara Ericson ericson@cc.gatech.edu
*/
public class Picture extends SimplePicture
{
///////////////////// constructors //////////////////////////////////
/**
* Constructor that takes no arguments
*/
public Picture ()
{
/* not needed but use it to show students the implicit call to super()
* child constructors always call a parent constructor
*/
super();
}
/**
* Constructor that takes a file name and creates the picture
* @param fileName the name of the file to create the picture from
*/
public Picture(String fileName)
{
// let the parent class handle this fileName
super(fileName);
}
/**
* Constructor that takes the height and width
* @param height the height of the desired picture
* @param width the width of the desired picture
*/
public Picture(int height, int width)
{
// let the parent class handle this width and height
super(width,height);
}
/**
* Constructor that takes a picture and creates a
* copy of that picture
* @param copyPicture the picture to copy
*/
public Picture(Picture copyPicture)
{
// let the parent class do the copy
super(copyPicture);
}
/**
* Constructor that takes a buffered image
* @param image the buffered image to use
*/
public Picture(BufferedImage image)
{
super(image);
}
////////////////////// methods ///////////////////////////////////////
/**
* Method to return a string with information about this picture.
* @return a string with information about the picture such as fileName,
* height and width.
*/
public String toString()
{
String output = "Picture, filename " + getFileName() +
" height " + getHeight()
+ " width " + getWidth();
return output;
}
/**
zeroBlue() method sets the blue values at all pixels to zero
*/
public void zeroBlue()
{
Pixel[][] pixels = this.getPixels2D();
for (Pixel[] rowArray : pixels)
{
for (Pixel p: rowArray)
{
p.setBlue(0);
}
}
}
/*
keepOnlyBlue() method sets the blue values at all pixels to zero.
Add new method here and call it from main.
*/
/* Main method for testing
*/
public static void main(String[] args)
{
Picture pict = new Picture("beach.jpg");
pict.show();
pict.zeroBlue(); // Change this to call keepOnlyBlue()
pict.show();
}
}

</code>
<tests>

import static org.junit.Assert.*;
import org.junit.*;
import java.io.*;
import java.util.List;
import java.util.ArrayList;
import java.util.Arrays;
public class RunestoneTests extends CodeTestHelper
{
@Test
public void test1()
{
String target = "public void keepOnlyBlue()";
boolean passed = checkCodeContains("keepOnlyBlue() method",target);
assertTrue(passed);
}
@Test
public void test1b()
{
String target = ".keepOnlyBlue()";
boolean passed = checkCodeContains("Call to keepOnlyBlue() in main",target);
assertTrue(passed);
}
@Test
public void test2()
{
String target = ".setGreen(0);";
boolean passed = checkCodeContains("keepOnlyBlue() setting green pixels to the number 0",target);
assertTrue(passed);
}
@Test
public void test2b()
{
String target = ".setRed(0);";
boolean passed = checkCodeContains("keepOnlyBlue() setting red pixels to the number 0",target);
assertTrue(passed);
}
@Test
public void test3()
{
String target = "for";
String code = getCode();
int index = code.indexOf("public void keepOnlyBlue()");
boolean passed = false;
if (index &gt; 0) {
code = code.substring(index);
int num = countOccurences(code, target);
passed = num &gt;= 2;
}
getResults("true", ""+passed, "Checking that keepOnlyBlue() contains 2 for loops", passed);
assertTrue(passed);
}
}

</tests>
</program>

import java.awt.*;
import java.awt.font.*;
import java.awt.geom.*;
import java.awt.image.BufferedImage;
import java.text.*;
import java.util.*;
import java.util.List;
/**
* A class that represents a picture.  This class inherits from
* SimplePicture and allows the student to add functionality to
* the Picture class.
*
* @author Barbara Ericson ericson@cc.gatech.edu
*/
public class Picture extends SimplePicture
{
///////////////////// constructors //////////////////////////////////
/**
* Constructor that takes no arguments
*/
public Picture ()
{
/* not needed but use it to show students the implicit call to super()
* child constructors always call a parent constructor
*/
super();
}
/**
* Constructor that takes a file name and creates the picture
* @param fileName the name of the file to create the picture from
*/
public Picture(String fileName)
{
// let the parent class handle this fileName
super(fileName);
}
/**
* Constructor that takes the height and width
* @param height the height of the desired picture
* @param width the width of the desired picture
*/
public Picture(int height, int width)
{
// let the parent class handle this width and height
super(width,height);
}
/**
* Constructor that takes a picture and creates a
* copy of that picture
* @param copyPicture the picture to copy
*/
public Picture(Picture copyPicture)
{
// let the parent class do the copy
super(copyPicture);
}
/**
* Constructor that takes a buffered image
* @param image the buffered image to use
*/
public Picture(BufferedImage image)
{
super(image);
}
////////////////////// methods ///////////////////////////////////////
/**
* Method to return a string with information about this picture.
* @return a string with information about the picture such as fileName,
* height and width.
*/
public String toString()
{
String output = "Picture, filename " + getFileName() +
" height " + getHeight()
+ " width " + getWidth();
return output;
}
/**
zeroBlue() method sets the blue values at all pixels to zero
*/
public void zeroBlue()
{
Pixel[][] pixels = this.getPixels2D();
for (Pixel[] rowArray : pixels)
{
for (Pixel p: rowArray)
{
p.setBlue(0);
}
}
}
/*
keepOnlyBlue() method sets the blue values at all pixels to zero.
Add new method here and call it from main.
*/
/* Main method for testing
*/
public static void main(String[] args)
{
Picture pict = new Picture("beach.jpg");
pict.show();
pict.zeroBlue(); // Change this to call keepOnlyBlue()
pict.show();
}
}
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