A personal learning portfolio of 15 end-to-end data analysis projects built with Python and Jupyter Notebook. Each project explores a real-world dataset, applying data cleaning, exploratory data analysis (EDA), and visualization techniques.
| # | Project | Description |
|---|---|---|
| 01 | Weather Data Analysis | Analyzing weather patterns and trends |
| 02 | Car Data Analysis | Exploring car specifications and pricing |
| 03 | Police Data Analysis | Examining traffic stop and crime data |
| 04 | Covid-19 Data Analysis | Tracking pandemic spread and impact |
| 05 | London Housing Data Analysis | Investigating housing prices in London |
| 06 | Census Data Analysis | Exploring demographic and population data |
| 07 | Udemy Data Analysis | Analyzing online course trends and ratings |
| 08 | Netflix Data Analysis | Exploring Netflix content library trends |
| 09 | Sales Data Analysis | Uncovering sales performance insights |
| 10 | Spotify & YouTube Data Analysis | Analyzing music and video streaming data |
| 11 | Airlines Flight Data Analysis | Examining flight delays and performance |
| 12 | AI Financial Market Data Analysis | Exploring financial market trends |
| 13 | HR Data Analysis | Investigating workforce and HR metrics |
| 14 | Salary Data Analysis | Analyzing salary distributions across roles |
| 15 | Q-Commerce Data Analysis | Exploring quick commerce industry data |
Make sure you have the following installed:
git clone https://github.com/IntentionedReflex35/Python-Data-Science-Projects.git
cd Python-Data-Science-Projectspip install pandas numpy matplotlib seaborn jupyterjupyter notebookNavigate to any project folder and open the .ipynb file to get started.
Note: Dataset files (
.csv,.xlsx) are not included in this repository.
Data files to each project is found here
| Library | Purpose |
|---|---|
pandas |
Data manipulation and analysis |
numpy |
Numerical computing |
matplotlib |
Data visualization |
seaborn |
Statistical data visualization |
jupyter |
Interactive notebook environment |
IntentionedReflex35
GitHub: @IntentionedReflex35
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