Developer Insights Master

Developer Insights for the year 2018-19

Exploratory Data Analysis using python programming language over stackoverflow data. To know more, follow the blog shared below,

Dependencies

Libraries used,

• numpy
• pandas
• plolty-express
• plotly == 4.7.1

Data

Data used is stack overflow survey data from,

Link: https://insights.stackoverflow.com/survey/

A Glimpse of Insights/Visualizations

1. 2019 Sunburst Chart for Country-Developer-Gender Tree.

2. Languages Distribution for 2018-2019.

Find rest in the notebook.

Usage

To install

Download directly the zip file or type this in terminal,

git clone https://github.com/deepanshu20/data-science-project.git

To visualize and interact

Change the code,

  fig.show('png')

to

  fig.show()

The ‘png’ is added here to display plots on github. The images produced with plotly are of high quality, removing png from the code may result the notebook size increase to 100 mb+.

Author

deepanshu sharma : LinkedIn

UPDATE !

• The 2020 developer survey by StackOverflow has been released, https://insights.stackoverflow.com/survey/2020
• You may also check out the survey results by HackerRank, https://research.hackerrank.com/developer-skills/2020