Tanya Shapiro - Projects

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Cast Connections

Explore cast connections across different TV shows in a creator’s universe. Data from tmdb.

The Global Human Day

How do people allocate their time in a day? Explore differences by country. Project based on resesarch provided by The Global Human Day study.

PELOTANYA

Interactive dashboard summarizing personal Peloton workout information. Built with R Shiny.

US Tornado Outbreaks

Part of the TidyTuesday series. Project exploring tornado outbreaks reported across the United States. Data source NOAA.

Sports Leaderboard Generator

Dynamic Sports Leaderboard Generator. Stats and images taken from ESPN for leagues including NBA, MLB, NHL, WNBA, and F1.

NBA Shot Charts

Analysis of NBA player shooting stats for 2022-23 regular season. Interactive shot charts created with Observable Plot.

English Premier League

interactive visual

Interactive graphics exploring stats for teams competing in the English Premier League from 2018 to 2022.

Spotify Popularity Contest

Analysis of artist follower counts on Spotify by music genre. Interactive beeswarm chart created with Observable + D3, table created with reactable.

RuPaul’s Drag Race

Web scraping and exploratory data analysis project of RuPaul’s Drag Race. Includes a custom Spotify playlist, an interactive map, and a network diagram.

PeloShuffle

Peloton class shuffler. I built a simple app with Observable to randomize class recommendations based on user preferences.

Supreme Court Justices

interactive visual

Historical analysis of United States Supreme Court Justices. In this project, I visualize 116 justices in the style of emoji portraits. I also examine the voting behavior…

The Rock & Roll Hall of Fame: Examining The Gender Gap

Rock & Roll Hall of Fame inductees from 1986 to 2022. Less than 10% of the 719 individuals inducted into the Rock & Roll Hall of Fame are women.

Nobel Prize Laureates

interactive visual

Visual exploring Nobel Prize Laureates by year, category, and gender. Data from Nobel Prize Developer API. Hovering over the tile reveals the Nobel Prize Laureate names. Clicking on the tile will…

Music or Lyrics

Predictive Models

This project explores which subset of song features can create the strongest predictor of music genre - music or lyrics?

Dear Subreddit

Predictive Models

The objective of this project is to determine whether a question is more likely to be sourced from the AskWomen or AskMen using various NLP classification models.

That’s Rotten

Predictive Models

This project was part of a Data Science hackathon, participants had 7 hours to conduct EDA and build predictive models with a dataset of their choosing.