/Tiny-skills-of-data

Examples of tiny skills in R/Python, such as drawing a map, crawl the weather info.

Primary LanguagePython

Tiny-skills-of-data

LICENSE

This repository includes some tiny skills or tiny functions for data science analysis.
Tiny, but maybe helpful sometime. Welcome to contribute.

R scripts

function code comment
China map script Chinese blog
World map script Chinese blog
Crawl weather script Chinese blog

  • This china province and world shp file are provided in ./assets. If you want to download more specific province of China, you could download from NGCC

  • Get the data from RNCEP. Further reading this posting

cd R/china-map
Rscript China_map_bubble.R
Rscript Chine_map_great_circle.R

Python scripts

function code comment
China map script Chinese blog
World map script Chinese blog
Crawl weather script Chinese blog
Send email script Chinese blog

Acknowledgement

Thanks for my former colleague Dr. Christian Weichsel to tell me the RNCEP library and share me his code.

Some visualization example