Analysis of the GHCN temperature dataset using Numpy. This notebook is part of my data analysis course I am currently preparing for the Engeto IT academy. This tutorial contains the following tasks and solutions:
- How to download data from an FTP server using Python
- How to use the GHCN-daily temperature dataset?
- How to find the ID and name of the available temperature stations?
- How to import daily temperature readings into Numpy?
- How to handle missing data?
- How to smooth time-based data (using moving average) in Numpy?
- How to resample daily data into monthly averages?
- How to compare monthly averages using matplotlib?
Data description and more info can be found in the notebook
requirements.txt
will be added later
Run the GHCN_numpy_analysis.ipynb
using Jupyter notebook
To be added later
Gabor Patassy โ [email protected]
To be added later