/Write-a-Data-Science-Blog-Post

Primary LanguageJupyter Notebook

Write a Data Science blog post

Udacity Data Scientist Nanodegree Project.

Table of Contents

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

Installation

This code runs with Python version 3.* and requires some libraries, to install theses libraries you will need to execute:
pip install -r requirements.txt

You will need to download Stackoverflow’s 2017 and 2018 Annual Developer Survey and put in specific folders. You can find the data to download here.

To move the downloaded files to the specific folder, you can execute.

  1. Stackoverflow’s 2017 data
    mv survey_results_public.csv Write-a-Data-Science-Blog-Post/data/2017/survey_results_public.csv

  2. Stackoverflow’s 2018 data
    mv survey_results_public.csv Write-a-Data-Science-Blog-Post/data/2018/survey_results_public.csv

Project Motivation

This is an Udacity Nanodegree project.I was interested in using Stackoverflow Developer Survey Data to better understand:

  1. What are the most used programming languages in Brazil?
  2. What are the most wanted programming languages in Brazil?
  3. How does programming languages used at work relates with programming languages people want to learn?

File Description

exploratory_analysis.ipynb: Notebook containing the data analysis.
data/2017/survey_results_public.csv: Stackoverflow's 2017 Annual Developer Survey data.
data/2018/survey_results_public.csv: Stackoverflow's 2018 Annual Developer Survey data.

Results

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

Licensing, Authors, Acknowledgements

Must give credit to Stackoverflow for the data. You can find the Licensing for the data and other descriptive information at the Stackoverflow link available here.