Data Science for Social Impact Research Group @ University of Pretoria

Data Science for Social Impact Research Group @ University of Pretoria's repositories

deadlines

:alarm_clock: AI/ML/DS conference/workshop/event deadlines on the African continent

Language:HTML1700

dsfsi-lid

Language Identification For South African languages

Language:Jupyter NotebookNOASSERTION000

gov-za-multilingual

The data set contains cabinet statements from the South African government. Data was scraped from the governments website: https://www.gov.za/cabinet-statements

Language:Jupyter NotebookMIT400

dsfsi-datasets

Datasets made available for different small projects

Language:Jupyter NotebookMIT200

academic-project-page-template

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

000

textaugment

TextAugment: Text Augmentation Library

Language:PythonMIT38200

bibtextomd

Convert BibTeX entries to formatted Markdown

Language:PythonMIT000

The dataset contains editions from the South African government magazine Vuk'uzenzele. Data was scraped from PDFs that have been placed in the data/raw folder. The PDFS were obtained from the Vuk'uzenzele website.

Language:Jupyter NotebookMIT600

covid19za

Coronavirus COVID-19 (2019-nCoV) Data Repository and Dashboard for South Africa

Language:Jupyter NotebookMIT25500

PuoBERTa

A Roberta-based language model specially designed for Setswana, using the new PuoData dataset.

Language:MakefileNOASSERTION400

cos802

Defense against the dark text arts

Language:SCSSMIT000

gov-za-sona-multilingual

Language:PythonNOASSERTION100

edu-assessment-llm-prompt

Educational Assesement using LLMs

Language:PythonNOASSERTION000

datacommonsorg-schema

Apache-2.0000

za-fake-news-2020

Dataset of South African Disinformation [Fake News] Website Data collected in 2020

MIT000

healthfacilitymap

South African Health Facility map. Created to aid in covid19za responses

Language:JavaScriptMIT000

dlindaba-2019-uber

UBER Rider Rating Data from the DLIndaba 2019

MIT000

izindaba-zesizulu

Categorised isiZulu News. Source data is the isiZulu news from the SABC social media posts.

100

StatsSA-Language

StatsSA statistical language glossary in machine-readable format

Language:Jupyter NotebookMIT000

za-terminology

DSFSI South African Terminlogy Lists and Lexicon Project

Language:MakefileNOASSERTION200

embedding-eval-data

Embedding Evaluation Data for South African Languages

100

za-bank-risk

This repository is an initial pipeline for reading, processing, labelling and classifying unstructured annual reports of South African (SA) banks with the aim of identifying financial risk. It leveraged work by the Corporate Financial Information Environment-Final Report Structure Extractor (CFIE–FRSE) of El-Haj et al. which created a corpus of annual reports of United Kingdom (UK) companies.

Language:Jupyter NotebookCC-BY-SA-4.0100

Data Science for Social Impact Research Group @ University of Pretoria

dsfsi