Geopandas Interactive Map - real life Python Project ("When Python meets Metal" Pt.2)

#python,#geopandas,#dataanalysis,#projects,#pythonprojects,#geoplots,#datascience

A story of Metal, ice and Geo plots.
Welcome back to the second part of the Project!
At the end of Part I, we left after creating our Finnish Metal bands Dataframe with Selenium and saved it into an Excel file.
Today we'll start from this file for exploiting the power of GeoPandas and Python making great dynamic plots with spatial data!
GET READY, IT'S TIME FOR METAL AND PYTHON! AGAIN.

Link to Part 1: https://youtu.be/HSJ8fbRxXUo

⌛------------Timestamp-------------⌛
00:00 - Intro: how we ended Part I and what we'll use today
00:57 - IMPORTANT: what to install for making GeoPandas work properly
01:43 - PART I: importing and merging files into dataframe. Explaining geo-json structures. Geo plots: static vs dynamic
09:18 - A dirty job: how to use Regex for data cleaning
14:18 - Creating and Geo plotting a new Dataframe by Cities
19:15 - Creating and Geo plotting a new Dataframe by Regions
27:14 - Ending

⛓️‍💥--------LINKS---------⛓️‍💥
Github files: https://github.com/beppedataworld/Geo-Map-of-Finnish-Metal-Bands
Medium article: https://medium.com/@beppedataworld/when-python-meets-metal-a-project-using-selenium-and-geopandas-82810056d8f4
GeoPandas Official: https://geopandas.org/en/stable/

🙏------------Credits-----------🙏
🎶Music track🎶:
Video track: KALEVALA (Album: Northern Steel) By Antti Martikainen (https://anttimartikainen.com/)
🌐-----------Socials-----------🌐
Instagram: https://www.instagram.com/beppe_data_world/
Facebook: https://www.facebook.com/profile.php?id=61561346384830
Medium: https://medium.com/me/stories/public
GitHub: https://github.com/

Видео Geopandas Interactive Map - real life Python Project ("When Python meets Metal" Pt.2) канала Beppe's Data World