Crime Prevention in San Francisco using XGBoost and Python

san Francisco crime map python

This tutorial predicts crime types in San Francisco (SF) and plots them on a zoomable city map. We work with a Kaggle dataset containing past crimes and distinguish between 39 crime types, including vehicle theft, assault, and drug-related activities. We … Read more

Sentiment Analysis with Naive Bayes and Logistic Regression in Python

twitter sentiment analysis python

In this article, we develop a Python classification model that analyzes Twitter comments’ sentiment. We will train different classification models using Naive Bayes and Logistic Regression. Companies are increasingly employing similar models in a business context. They help companies deal … Read more