Dataset research report
Wmt16 research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
Dataset Card for "wmt16" Dataset Summary Warning: There are issues with the Common Crawl corpus data (training-parallel-commoncrawl.tgz): Non-English files contain many English sentences. Their "parallel" sentences in English are not aligned: they are uncorrelated with their counterpart. We have contacted the WMT organizers, and in response, they have indicated that they do not have plans to update the Common Crawl corpus data. Their rationale pertains… See the full description on the dataset page: https://huggingface.co/datasets/wmt/wmt16.
Follow-Up Queries
Preview Rows
| # | translationtext |
|---|---|
| 1 | {'de': 'Wiederaufnahme der Sitzungsperiode', 'en': 'Resumption of the session'} |
| 2 | {'de': 'Ich erkläre die am Freitag, dem 17. Dezember unterbrochene Sitzungsperiode des Europäischen Parlaments für wiederaufgenommen, wünsc… |
| 3 | {'de': 'Wie Sie feststellen konnten, ist der gefürchtete "Millenium-Bug " nicht eingetreten. Doch sind Bürger einiger unserer Mitgliedstaat… |
| 4 | {'de': 'Im Parlament besteht der Wunsch nach einer Aussprache im Verlauf dieser Sitzungsperiode in den nächsten Tagen.', 'en': 'You have re… |
| 5 | {'de': 'Heute möchte ich Sie bitten - das ist auch der Wunsch einiger Kolleginnen und Kollegen -, allen Opfern der Stürme, insbesondere in … |
| 6 | {'de': 'Ich bitte Sie, sich zu einer Schweigeminute zu erheben.', 'en': "Please rise, then, for this minute' s silence."} |
Data Dictionary
- translation mixed
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.