This repo uses a kaggle dataset to describe the data science community in Nigeria
Kaggle is the world's largest Data Science Community and from 10/07/2020 to 10/30/2020 they conducted a survey to have a comprehensive view of the state of data science and machine learning.
I carried out an Exploratory Data Analysis on the Data Science response from Nigeria because it had more respondents than any other African country and it's also my motherland so I'll like to get more information about her.
You can download the dataset from the link below and try something similar for your country. https://www.kaggle.com/c/kaggle-survey-2020
The libraries used for the visualization
- Numpy
- Pandas
- Matplotlib
- Seaborn
For analysis, we'll be using two datasets, one from 2019 and the other from 2020 to know if there's been progress or regression in the community 2019 dataset can be downloaded here: https://www.kaggle.com/c/kaggle-survey-2019/data 2020 dataset can be downloaded here: https://www.kaggle.com/c/kaggle-survey-2020