Crime Zone Heatmaps with Python and Folium

提供方
Coursera Project Network
在此指导项目中,您将:

G​enerate interactive maps using Folium

A​ccess and manipulate values in a dataset using pandas

C​reate animated heatmaps overlaid on top of a city map

Clock1 hour
Beginner初级
Cloud无需下载
Video分屏视频
Comment Dots英语(English)
Laptop仅限桌面

In this one hour long project-based course, you will tackle a real-world problem in data analysis and visualization. You will process a dataset of crime incidents in the city of Boston, and use this data to create an animated heatmap displaying crime hotspots. Heatmaps use color to display a quantity that changes over two dimensions. By the end of this project, you will have created heatmaps using code you will write in Python.

您要培养的技能

  • Data Science
  • Python Programming
  • Pandas
  • Data Visualization (DataViz)
  • folium

分步进行学习

在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

  1. Create an interactive map with Folium

  2. Read a dataset from file

  3. Process and extract useful data

  4. Create heatmap

  5. Improve heatmaps with spatial clustering

指导项目工作原理

您的工作空间就是浏览器中的云桌面,无需下载

在分屏视频中,您的授课教师会为您提供分步指导

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常见问题

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