Jaren Haber jhaber-zz

Pinned

1. URAP-charter/text_analysis

   Code and data for research team that does text analysis: word counts, word embeddings, topic models, parsing HTML, unsupervised clustering, etc.

   Jupyter Notebook 2

2. URAP-charter/data_management

   Code for managing large data sets in Python, usually with Pandas. These scripts mostly merge, filter, inspect, and count things. Developed for a charter school database of 10K+ units based on web-c…

   Jupyter Notebook

3. wem4themes

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

   Jupyter Notebook 2

4. charters4textxd2018

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

   Jupyter Notebook 1 2

5. URAP-charter/sorting-schools-2019

   Replication code for "Sorting Schools: A Computational Analysis of Charter School Identities and Stratification" research article by Jaren Haber, UC Berkeley. Paper investigates the relationships b…

   Jupyter Notebook 1

6. 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…

   Jupyter Notebook 1