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Tagesschau Favicon Tagesschau Archive Article Dataset

Python 3.10 HuggingFace Datasets License: MIT

This repository contains the code for scraping every article from the Tagesschau.de archive. Find a deduplicated version of the dataset from 01.01.2018 to 26.04.2023 on HuggingFace.

Dataset Information

CSV structure:

Field Description
date Article date
headline Article headline
short_headline A short headline / Context
description Article lead
article_body Raw article text
detailed_article_body Article body with text objects (subhead, time, paragraph, topline)
date_modified Modified timestamp
date_published Published timestamp
keywords List of keywords
author Author object
publisher Publisher object
label Article label (e.g. interview, audio)
link Article link

Size:

The final dataset (2018-today) contains 225202 articles from 1942 days. Of these articles only 21848 are unique (Tagesschau often keeps articles in circulation for ~1 month). The total download size is ~65MB.

Cleaning:

  • Duplicate articles are removed
  • Articles with empty text are removed
  • Articles with empty short_texts are removed
  • Articles, headlines and short_headlines are stripped of leading and trailing whitespace

More details in clean.py.

Usage

Install with:

pip install poetry
poetry install --no-root

Run with:

python scrape_tagesschau.py #--start_date=2018-01-01 --end_date=2023-01-01 --output=tagesschau.csv

tagesschau's People

Contributors

bjoernpl avatar mudassarzahid avatar

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