/developer-insights

Exploratory Data Analysis using Python on Stack Over Flow 2018-2019 data

Primary LanguageJupyter Notebook

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. alt text

  2. Languages Distribution for 2018-2019. alt text

Find rest in the notebook.

Usage

To install

Download directly the zip file or type this in terminal,

git clone https://github.com/pr2tik1/developer-insights.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

Pratik Kumar : LinkedIn

UPDATE !