🎬
Data Science - Wintersemester 24/25
  • Welcome
  • What’s Data Science and How Do I Do It?
    • 📆Timeline
    • 🏴‍☠️R Overview
      • 📩Installation
      • 🐈‍⬛GitHub Setup
      • 🥗DataCamp Courses
    • 🐍Python Overview
      • 📩Installation
      • 🐈‍⬛GitHub Setup
      • 📦Virtual Environment Setup
      • 🥗DataCamp Courses
  • Introduction to Your Project
    • About the Project Guide
    • What is this Project About?
  • Exploratory Data Analysis (EDA)
    • Getting started
    • Discovering the Data 🔎
      • Initial Exploration Tasks
      • Initial Data Visualization
    • Data Cleaning and Transformation
      • Cleaning the Crime Dataset👮🏼
      • Cleaning the Weather Dataset🌦️
    • Data Visualization
      • Crime Rate Over Time
      • Crime Types
    • Grouping and Merging Data
    • Linear Regression
    • Impress us!
    • Internship Complete!
  • Advanced
    • Introduction
    • K-Means Clustering
      • The Clustering Model
      • Visualize the clusters
    • Impress us!
  • ✅Exercise Checklist
  • Legal Disclaimer
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Legal Disclaimer

PreviousExercise Checklist

Last updated 6 months ago

Don't worry, just a formality.

The contents of the guide and all materials provided are subject to German copyright law. The materials may not be made available to third parties without the express consent of TechAcademy e.V.. Duplication, processing, distribution, and any form of exploitation outside the limits of copyright law also require the written consent of TechAcademy e.V..

Data Sources:

  • Crime data:

  • Arrest data:

  • Weather data:

https://data.lacity.org/Public-Safety/Crime-Data-from-2020-to-Present/2nrs-mtv8/about_data
https://data.lacity.org/Public-Safety/Arrest-Data-from-2020-to-Present/amvf-fr72/about_data
https://www.visualcrossing.com/weather-data