Did you know that most of the candidates for mayor of the Brazilian capitals in 2024 are from the same political spectrum? In this video, Kizzy implements a comparative analysis of the results of the 2024 Elections and the 2020 Elections in the capitals of Brazil, by creating maps with geoPandas. ???? Still need to learn how to program? Enroll in the Python do Jeito Certo 2.0 course and master the fundamentals of programming, becoming able to develop in a variety of domains, including data science and artificial intelligence: https://vai.pgdinamica.com/pjc2 In this video, we use programming and data visualization to analyze the results of the 2024 municipal elections and compare them with previous elections. With the help of Python, we create interactive maps that reveal a surprising political scenario! Discover how the Brazilian political landscape has changed and what the implications are for the future. #elections2022 elections2024 #dataanalysis #datascience #python #maps #politics #Brazil ▶️ Also watch: 1. Analysis of ELECTION DATA with Python Result of the 2020 Elections vs the 2016 Elections - • Analysis of ELECTION DATA with Python... 2. SCRAPING DATA with PYTHON using BeautifulSoup Python in Practice #9 - • SCRAPING DATA with PYTHON using B... 3. CONVERTING a column from a Pandas DataFrame Pandas Tip #1 - • CONVERTING a column from a DataFrame... 0:00 Introduction to electoral data analysis 1:05 Recap of how to compare consecutive municipal elections 3:15 How to obtain data from the 2024 elections 3:58 Scraping electoral data from a web page 6:48 Objective of data visualization 7:08 Preparing the data in the form of a Pandas dataframe 9:12 Processing dataframe column types 9:54 Obtaining the political spectrum of political parties 11:13 How to generate a visualization with the map of Brazil 12:03 How to filter the capitals of Brazil and visualize the most voted candidates 14:42 Comparison of the 2020 and 2024 elections 16:45 Conclusion based on data about the election results in Brazil ???? Useful links: i) Datasets: https://github.com/programacaodinamic... ii) Video code: https://github.com/programacaodinamic... III) Previous video code: https://github.com/programacaodinamic... IV) ShapeFiles: https://www.ibge.gov.br/geociencias/o... ???? Book to study Databases - https://amzn.to/3Hjjusc ???? Recommended Data Science books: https://amzn.to/2XZyxUr ???? Algorithms and Data Structures books: https://amzn.to/3d5wK4m SetUp - Equipment: https://amzn.to/37Cg3N2 ???? Twitch channel for lives: /pgdinamica ???? Telegram channel to receive all videos: https://t.me/pgdinamica ???? If you like our work and find our performance on Youtube relevant, consider supporting us by becoming a member of the channel: https://www.youtube.com/programacaodi... ✉️ E-mails: – Commercial proposals: [email protected] – Other subjects: [email protected] ????????‍????????????‍???? Check out more content on our blog: / programacaodinamica TikTok: @pgdinamica ???? Follow us on Instagram: / pgdinamica ???? @kizzy_terra @hallpaz ???? Follow us on Twitter: / pgdinamica ???? @kizzy_terra @hallpaz Like Programação Dinâmica on Facebook: fb.com/pgdinamica Our repository on Github: github.com/programacaodinamica Check out the articles on Python Café: pythoncafe.com.br