Police Deaths in the United States Analysis

Web Scraping was used to extract data from Officer Down Memorial Page. The data analysis shows that the top causes of police deaths are COVID, 9/11-related illness, gunfire, heart attack, and car crash. COVID and 9/11 emerge as leading causes even though they only occurred in a specific year....

2020 U.S. Presidential Election Analysis

A tableau dashboard was created to analyze the 2020 United States Presidential Election. The result shows that the majority of the following demographics voted for Donald Trump - ages 45 and above, did not graduate college, male, married, live in a rural or small town, white people, earning...

Superstore Dashboard

A tableau dashboard was used to analyze the current and future financial and operational performance of the Superstore. The dashboard can be filtered by date range, region, state, city, and segment.

Breast Cancer Prediction

Created classification models such as Logistics Regression, Support Vector Machine, and K-Nearest Neighbors to classify whether the patient has a Malignant or Benign Tumor. All the models have good classification measures scores. However, Logistics Regression emerges as the best model.