Pinned Repositories
12monkeys
2020-shiny-app
Inspired by ProPublica and Google's Election DataBot, an interactive exploration of the 2016 midterms, this Shiny app acts as a dynamic interface to explore 2020 Democratic candidate tweets, Google search interest and mainstream media attention.
congress-api
Using ProPublica's Congress API
covid-tweets
A dashboard I created with researchers at Northeastern University's Lazer Lab to explore the top links, domains and keywords extracted from 29 million tweets related to Covid-19 shared between January 1st and September 30th, 2020 by over half a million Americans for whom we have demographic information such as age, state of residence and political party registration.
oilandwater
A workshop I gave at the 2018 European Science Journalism Conference on data analysis and visualization I carried out for Undark magazine on crude oil spills.
reddit-sentiment-analysis
Using R's tidytext package to inspect sentiment of Reddit comments for Smithsonianmag.com.
text-mining-course
This O'Reilly course will introduce participants to the techniques and applications of text mining and sentiment analysis by training them in easy-to-use open-source tools and scalable, replicable methodologies that will make them stronger data scientists and more thoughtful communicators.
textanalysis-shiny
R Shiny app for drag-and-drop textual analysis
aleszu's Repositories
aleszu/textanalysis-shiny
R Shiny app for drag-and-drop textual analysis
aleszu/text-mining-course
This O'Reilly course will introduce participants to the techniques and applications of text mining and sentiment analysis by training them in easy-to-use open-source tools and scalable, replicable methodologies that will make them stronger data scientists and more thoughtful communicators.
aleszu/2020-shiny-app
Inspired by ProPublica and Google's Election DataBot, an interactive exploration of the 2016 midterms, this Shiny app acts as a dynamic interface to explore 2020 Democratic candidate tweets, Google search interest and mainstream media attention.
aleszu/FL-traffic-data
aleszu/noaa-co-ops-api-water-levels
NOAA water and wind data for all Florida stations plus Fort Pulaski, GA and Charleston, SC Hits the CO-OPS API every 5 minutes for water level and wind data using Actions and an R script.
aleszu/tracking-power-outages-in-FL
Power outages tracker in Florida Power & Light Company using Actions
aleszu/usgs-streamflows
aleszu/covid-tweets
A dashboard I created with researchers at Northeastern University's Lazer Lab to explore the top links, domains and keywords extracted from 29 million tweets related to Covid-19 shared between January 1st and September 30th, 2020 by over half a million Americans for whom we have demographic information such as age, state of residence and political party registration.
aleszu/2020-11-covid-election
aleszu/aleszu.github.io
aleszu/awesome-network-analysis
A curated list of awesome network analysis resources.
aleszu/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
aleszu/bipartite-pairs
Methods for computing distances between pairs of items, given their affiliations in a bipartite graph
aleszu/broken_adoptions_analysis
R code shows several analytical steps used in USA TODAY's "Broken Adoptions" project
aleszu/candidate-coverage
aleszu/cdc-county-vax-data
aleszu/census-geo-centroids
CSV files with the lat/long of the centroids for various US Census geographies
aleszu/census-regions
US Census Bureau Regions and Divisions by State
aleszu/clustering-congress-twitter
Hierarchical clustering of 2011-2022 Congress Twitter
aleszu/coordination-network-toolkit
A small command line tool and set of functions for studying coordination networks in Twitter and other social media data.
aleszu/CooRnet
Given a set of URLs, this packages detects coordinated link sharing behavior on social media and outputs the network of entities that performed such behaviour.
aleszu/focalevents
Tools for collecting social media data around focal events
aleszu/Mediacloud-Scraping-python
This repository contains a scripts that query MediaCloud for stories and scrape them using BeautifulSoup
aleszu/politispeech
Project to re-train GPT with political figures
aleszu/preprints-twitter
A Shiny app for my NYT Opinion analysis of Covid-19 preprints on Twitter.
aleszu/presidential_speech_corpora
aleszu/r-unconference-2021-practical-modeling
aleszu/rollcall-analysis
Sentiment analysis of 2018 midterm Senate candidates on Twitter
aleszu/shp2stl_stuff
aleszu/twitter_ideology
Estimating Ideological Positions with Twitter Data