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Jaren Haber's Projects

archive icon archive

OBSOLETE (see my other repos). Code for URL scraping, HTML parsing, and computational text analysis. My dissertation analyzes charter school website self-descriptions to look at identity patterns and relate them to community characteristics and state policy. Later I'll get longitudinal website data using the Internet Archive.

charters4textxd2018 icon charters4textxd2018

Word embedding models and text data from charter school websites for workshop and hackathon of TextXD 2018 at BIDS, UC Berkeley.

computational-text-analysis-2017 icon computational-text-analysis-2017

An introduction to Computational Text Analysis in four 2hr sessions designed to help beginners build intuition, and to interact with workflows for natural language processing, supervised, and unsupervised approaches. Created for CTAWG in 2017 by Ben Gebre-Medhin

ctawg_contracts icon ctawg_contracts

This is a sample of 1,000 of ~half a million contracts reported to the SEC by publicly registered companies for CTAWG

data_tools icon data_tools

Useful scripts and functions for managing large data sets in Python, usually with Pandas. Developed for a charter school database of 10K+ units based on web-crawling and federal data sources (CCD, ACS, etc).

neh-nlp icon neh-nlp

Natural language processing on NEH grant products

nlp-python-2020 icon nlp-python-2020

An introduction to Natural Language Processing for NLP beginners with some Python know-how. Created for GU's Massive Data Institute in fall 2020 by Jaren Haber, PhD

qss20_public icon qss20_public

Slides, activities, etc. for QSS 20: Modern Statistical Computing @ Dartmouth College

qss20_site icon qss20_site

Online syllabus/course page for QSS 20: Modern Statistical Computing @ Dartmouth College

text-classify-2021 icon text-classify-2021

An introduction to text classification for NLP beginners with some Python know-how. Created for GU's Massive Data Institute in fall 2021 by Jaren Haber, PhD

topic-models-2022 icon topic-models-2022

An introduction to topic modeling for beginners with some Python know-how. Created for Georgetown University's Massive Data Institute in spring 2022 by Jaren Haber, PhD

ungdc icon ungdc

starter repo to explore the United Nations General Debate Corpus

web-crawling-intro-2021 icon web-crawling-intro-2021

An introduction to web-crawling/scraping for beginners with some Python know-how. Created for GU's Massive Data Institute in spring 2021 by Jaren Haber, PhD

web_scraping icon web_scraping

Code and data for the research team scraping charter websites using scrapy, requests, Selenium, and wget with Python, shell, and Docker. This is the foundation of analyses into charter schools' linguistic strategies and social implications.

web_tools icon web_tools

Useful scripts and functions for web-crawling and web-scraping, using a variety of modules (mostly in Python): BeautifulSoup, requests, selenium, scrapy, and wget (shell). Used to develop a charter school database of 10K+ units identified using federal data sources (CCD, ACS, etc).

wem4themes icon wem4themes

Generalized inductive method of generating domain-specific dictionaries through word embedding models

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