Premium project

Data Science for Social Good: Crime Study

Use data science to catch criminals, plus find new ways to volunteer personal time for social good.

Start Project
9 Tasks1,500 XP

Loved by learners at thousands of companies


Project Description

Quantitative analyses can have a significant impact on initiating change within one's community. When analyzed responsibly, data can provide evidence to understand difficult social issues correctly. In this project, you will leverage publicly available data to interpret crime patterns within the city of San Francisco. The dataset used in this project is [hosted on Kaggle](https://www.kaggle.com/san-francisco/sf-police-calls-for-service-and-incidents) and updated daily. Note - some of the original column names are altered for adherence to a standard naming scheme.

Project Tasks

  1. 1
    The power of data science
  2. 2
    First poke and prod
  3. 3
    Mutating join
  4. 4
    Inspect frequency trends
  5. 5
    Correlation between trends
  6. 6
    Filtering joins
  7. 7
    True crime
  8. 8
    Grand theft auto
  9. 9
    Density map
Technologies
R R
Topics
Data ManipulationData VisualizationImporting & Cleaning Data
William Connell Headshot

William Connell

PhD Student at University of California, San Francisco
Will Connell is a Pharmaceutical Sciences and Pharmacogenomics doctorate student at UCSF. He is a hobbyist in all things data science and advocates for project-based learning and peer-to-peer mentorship.
See More

What do other learners have to say?

I've used other sites—Coursera, Udacity, things like that—but DataCamp's been the one that I've stuck with.

Devon Edwards Joseph
Lloyds Banking Group

DataCamp is the top resource I recommend for learning data science.

Louis Maiden
Harvard Business School

DataCamp is by far my favorite website to learn from.

Ronald Bowers
Decision Science Analytics, USAA