Create an Interactive Crime Map with Python and Folium | Step-by-Step Tutorial скачать в хорошем качестве

Create an Interactive Crime Map with Python and Folium | Step-by-Step Tutorial

In this tutorial, learn how to visualize crime data by creating an interactive map using Python and Folium. We'll fetch real-time crime data from the Chicago Crime API, process it with Pandas, and plot it on a dynamic map. Perfect for data enthusiasts and aspiring data scientists looking to enhance their geospatial analysis skills. Fetching real-time data from the Chicago Crime API​ • Processing data with Pandas​ • Creating interactive maps using Folium​ • Visualizing geospatial data effectively Data Set • Dataset Used: Crime Chicago data: https://data.cityofchicago.org/resour... Download Anaconda • Anaconda Installation Video to use Jupyter Notebook:    • How to Download Anaconda for Jupyter Noteb...   ____________________________________________ 🔔 Don’t forget to LIKE & SUBSCRIBE for more Python & Data Analysis tutorials! 💬 Have a question ? Drop it in the comments! 💎 Want to Buy Me A Coffee : https://buymeacoffee.com/datageekismy... ____________________________________________ Continue your learning with Python https://learnpython.com/?ref=mgzmzjn *Get free resources to continue learning: https://www.excelcampus.com/161.php ===== *Great Books For Mastering Data Science and Data Cleaning ===== Python For Data Analysis: https://amzn.to/4dQUOaF Python Data Science Handbook: https://amzn.to/3BV6hsk Hands-On Machine Learning with Scikit-Learn & TensorFlow: https://amzn.to/4h8IxRS Python Machine Learning by Sebastian Raschka: https://amzn.to/401eIMU Modern Python Cookbook: updated: https://amzn.to/3BV6sE0 ______________________________________________ ⏳ Timestamps ⏳ 00:00 Introduction 00:32 Create a new notebook in Jupyter notebook 00:42 How to title the new workbook in Jupyter Notebook 00:56 How to change your Jupyter Notebook Theme to Dark mode 01:21 Install Folium into Jupyter Notebook 02:18 Step 1: Import the Python libraries (Folium, Pandas, Requests) 03:46 Step 2: Connect to API to get the crime data 05:37 Step 3: Convert the data into a Table (DataFrame) 08:10 Check summary of the DataFrame (Data types, number of rows, etc.) 09:35 Step 4: Clean and only keep what we need from the data 13:00 Step 5: Create the base map centered on Chicago 14:47 Step 6: Add crime points to the map 15:49 Step 7: Show the map #dataanlysis #pythonforbeginners #jupyternotebook #python #datascience #pythontutorial #pythonbeginner ______________________________________________ *Disclaimer*: This content is for educational purposes only. Affiliate links may be included, and I may earn a small commission at no extra cost to you. Thank you for supporting the channel!