felipesaldata / City-Crime-Preprocessing

Cleaning and preprocessing a City Crime Dataset, Applying Pandas, Numpy, RegEx and google maps api integration

City-Crime-Preprocessing

Cleaning and preprocessing a City Crime Dataset, Applying Pandas, Numpy, RegEx and google maps api integration.

📒 At Allen you can find the Jupyter notebook in which the extracted data was processed and transformed, including the Google Maps API queries to obtaine the geolocalization of each ocurrencie.

📁 The project has the data separated in three folders:

• Raw (Given data)
• Processed (Transformed data)
• Cleaned (Ready to load and use)

With the result of the project we can apply:

• 🦹‍♂️ Data Analysis of the crime.
• 🤖 Apply Machine Learning Models for classification and prediction.