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Datasets:
FrancophonIA
/
TED_talks

Tasks:
Translation
Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Spanish
French
Size:
10K - 100K
Libraries:
Datasets
pandas
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TED_talks / README.md
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metadata
task_categories:
  - translation
language:
  - en
  - es
  - fr
  - he
  - it
  - ja
  - ko
  - pt
  - ru
  - tr
  - zh
multilinguality:
  - multilingual
configs:
  - config_name: EN
    data_files:
      - split: train
        path: ted_talks_en.csv
  - config_name: ES
    data_files:
      - split: train
        path: ted_talks_es.csv
  - config_name: FR
    data_files:
      - split: train
        path: ted_talks_fr.csv
  - config_name: HE
    data_files:
      - split: train
        path: ted_talks_he.csv
  - config_name: IT
    data_files:
      - split: train
        path: ted_talks_it.csv
  - config_name: JA
    data_files:
      - split: train
        path: ted_talks_ja.csv
  - config_name: KO
    data_files:
      - split: train
        path: ted_talks_ko.csv
  - config_name: PT-BR
    data_files:
      - split: train
        path: ted_talks_pt-br.csv
  - config_name: RU
    data_files:
      - split: train
        path: ted_talks_ru.csv
  - config_name: TR
    data_files:
      - split: train
        path: ted_talks_tr.csv
  - config_name: ZH-CN
    data_files:
      - split: train
        path: ted_talks_zh-cn.csv
  - config_name: ZH-TW
    data_files:
      - split: train
        path: ted_talks_zh-tw.csv

Dataset origin: https://www.kaggle.com/datasets/miguelcorraljr/ted-ultimate-dataset

Context

TED is devoted to spreading powerful ideas in just about any topic. These datasets contain over 4,000 TED talks including transcripts in many languages.

If you would like a dataset for a language that is not listed below or a in a different file format (JSON, SQL, etc.), please checkout my Python module – TEDscraper.

Attributes

Attribute Description Data Type
talk_id Talk identification number provided by TED int
title Title of the talk string
speaker_1 First speaker in TED's speaker list string
speakers Speakers in the talk dictionary
occupations *Occupations of the speakers dictionary
about_speakers *Blurb about each speaker dictionary
views Count of views int
recorded_date Date the talk was recorded string
published_date Date the talk was published to TED com string
event Event or medium in which the talk was given string
native_lang Language the talk was given in string
available_lang All available languages (lang_code) for a talk list
comments Count of comments int
duration Duration in seconds int
topics Related tags or topics for the talk list
related_talks Related talks (key='talk_id', value='title') dictionary
url URL of the talk string
description Description of the talk string
transcript Full transcript of the talk string

*The dictionary key maps to the speaker in ‘speakers’.

Meta

Author: Miguel Corral Jr.
Email: [email protected]
LinkedIn: https://www.linkedin.com/in/iMiguel/
GitHub: https://github.com/corralm

License

Distributed under the Creative Commons license – Attribution-NonCommercial 4.0 International (CC BY-NC 4.0).