Group 3

This project aims to ascertain whether the market rate rental costs for 1 and 2 bedroom apartments are consistent with the federal government’s Fair Market Rents (FMR) — the 40th percentile of gross rents for typical rental units paid by tenants that moved within the last 20 months.

Examines Apple Music's recommender system and makes some suggestions.

Sample Vignette on map, map_df, map2, and pmap functions

A group project of most sought out data science skills

Transforming Data

we were asked to import three untidy datasets, make it tidy and conduct some analysis with the newly transformed dataframe. For my project, I worked with the following: * Florida Demographics * Marital Status (1960-2020) * Spotify Most Streamed Songs of 2023

Tidies up chess data in unique format and exports as csv

Tidying dta

A simple movie ratings project calling to a MySQL database

Explores FiveThirtyEight's Urbanization Index which was used as one of backbones for the article _How Urban Or Rural Is Your State? And What Does That Mean For The 2020 Election?_ (<https://fivethirtyeight.com/features/how-urban-or-rural-is-your-state-and-what-does-that-mean-for-the-2020-election/>).