Discover @tashapiro Open Source projects

Tanya Shapiro (@tashapiro)

tashapiro

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Registered about 6 years ago
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Location 🇺🇸 United States
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tanya-data-viz

Personal data visualization side projects.

TidyTuesday

Data visualizations produced for #TidyTuesdayChallenge, a challenge hosted by R for Data Science.

peloton-stats

Analysis of personal Peloton stats using the Peloton API

30DayMapChallenge

The official website for #30DayMapChallenge, It is a daily mapping/cartography/data visualization challenge aimed at the spatial community. Code for map submissions.

intro-observable

This is an introductory workshop hosted by R-Ladies Philadelphia. Participants will sample how to use Observable Notebooks, Observable Plot, and combine Observable with R Quarto.

anything-is-plotsible

open-psychometrics

Project collecting and analyzing data from the Open-Source Psychometrics Project

horror-movies

Collection of Horror Movies from The Movie Database. Supporting materials included for R-Ladies ggplot workshop.

drag-race

Project dedicated to collecting, organizing, and analyzing information about RuPaul's Drag Race and related franchises.

predicting-song-music-genre

What part of a song is better at determining it's music genre - the music (audio features) or the lyrics (NLP) ?

Jupyter Notebook

nobel-prize-laurates

Visualization exploring Nobel Prize Laureates throughout time and across each category.

reactable-workshop

reactable-workshop

predicting-housing-prices

Predicting housing prices in Ames, Iowa (Ames Iowa Housing Dataset). Built various regression models to find best model with lowest RMSE.

Jupyter Notebook

eurovision-contest

Data scraping project to collect Eurovision Contestant information and overall rankings.

tutorial-workshops

gganimate-workshop

Workshop with R-Ladies Cambridge reviewing ggplot extension package, gganimate.

python-plotnine-workshop

Python Plotnine workshop organized with R-Ladies (Cologne, Paris) and Pyladies (Tunis, Munich). Plotnine is a data visualization package based on R ggplot.

Jupyter Notebook

tashapiro

nlp-rotten-tomatoes

Predicting if movie reviews on Rotten Tomatoes are "Rotten" or "Fresh" using NLP & classification models.

Jupyter Notebook

superhero-comics

Project objective to explore collecting data with the Superho API in R using httr & jsonlite. Data used to create exploratory visuals about sueprheroes & villains.

data-scraping-excel

Jupyter Notebook

highcharter-graphics

R code for creating highcharts via {highcharter} package

rupauls-drag-race

Web scraping project to compile and collect information about RuPaul's Drag Race.

Jupyter Notebook

python-projects

Jupyter Notebook

spotify-billboard-hits

Predicting hit songs (based on Billboard Hits) based on song attributes from Spotify API.

Jupyter Notebook

aviation-stats

noble-prize-laureates

An analysis of Noble Prize Laureates throughout the ages. Project answers how many women have received the honor and the makeup of laureates by category & year.

macys-thanksgiving-parade

Scrapped data describing the balloons featured over the years in Macy's Thanksgiving Day Parade.

cast-connections

subreddit-askwomen-askmen

Predicting if a question is more likely to be a question on the AskMen or AskWomen subreddit forum with NLP classification models.

Jupyter Notebook

quarto-comments

Test repo to activate comments on Quarto site

site-utterances

cyberbullying-classification

Classifying tweets using NLP to determine if they are a subclass of cyberbullying (e.g. gender, religion) or not.

Jupyter Notebook

30DayChartChallenge

supreme-court-justices