Data Analysis

Objective The purpose is to provide analysis based on dataset1 provided by going through all the necessary step and methods in this alongside explanation. My project collects data of sales records. I have wrangled and analysed data from last couple years of each country individually and visualized the data in form of excel dashboard for easy understanding of lending trend. Import && Read Data 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 import os import pandas as pd import matplotlib....

Hate Crime Tracker

The Idea Raising awareness about anti-Asian hate crimes and tracking incidents can help shine a light on the issue and potentially lead to solutions or interventions. It need to collect and aggregate the data with best effort. And it collect anti-Asian incidents from online public sources and provide hyperlinks (accompanied by titles and brief excerpts of the reports) that direct you to the original sources of information. The Challenges There are several challenges to creating a hate crime tracking website, including:...