Personal project in which I analyse the evolution and correlation of the stock prices of Amazon, Google, Microsoft and Apple. The project's Jupyter Notebook is uploaded above.
Language: Python
- sys
- pandas
- numpy
- seaborn
- matplotlib.pyplot
- glob
- warnings
- plotly.express
- Importing data (glob, pd.read_csv, pd.read_json, list comprehension)
- For loops
- NULL handling
- List comprehension
- Dataframe filtering
- Data manipulation functions: unique(), shape, DataFrame(), copy(), set_index(), to_datetime(), dtypes, shift()
- Data visualization: grid plots, line graphs, pair plots, heatmaps, pair grid graphs
- Moving averages
- % changes
- Time series analysis
- Resampling analysis
- Correlation analysis