/Data-Scientist-Nanodegree-Project-One

Data Scientist Nanodegree Project One

Primary LanguageJupyter NotebookMIT LicenseMIT

Table of Contents

  1. Installation
  2. Project Motivation
  3. File Description
  4. Results
  5. Licensing, Authors, and Acknowledgements

Installation

Please use requirements.txt for the necessary libraries.

Project Motivation

This is an Udacity Nanodegree project. This repo explores Stack Overflow 2021 Survey data with several questions.

My key interests would be:

  1. What is the education level of the participants from USA and Canada？Does PhD have any advantage over full-time employment?
  2. How People are paid regarding the years of work?
  3. How "Salary" is related to the year of starting to code?

File Descriptions

There are three files here:

  1. StackOverflow 2021 Survey Analysis.ipynb includes all the code and outputs
  2. requirements.txt for necesarry libraries (venv is recommended)
  3. survey_results_public.csv contains all the survey data
  4. survey_results_schema.csv contains survey schema

Results

The main findings of the code can be found at the post available

Licensing, Authors, Acknowledgements

Must give credit to Udacity courses for some of code ideas, and to Stack Overflow for the data.