Exploratory Data Analysis using Python - A Case Study

As one might expect, the most common roles include “Developer” in the name.

Exercises:

  • Which positions have the highest percentage of women?

What will be the solution for that question with using Stackoverflow Survey 2020 dataset ? Please help me .

I don’t have any idea about the dataset yet, but I can give you some thought on how I shall proceed with this problem.
Steps:

  1. Extract all rows that has gender as ‘Women’ and save it in a new dataframe
  2. Use value_counts on positions column of the new dataframe
  3. Get the position with the highest value count
1 Like

Thank you, I will try that method. :slightly_smiling_face: