README.md

metadata

task_categories:
  - translation
language:
  - eng
  - spa
  - fra
  - heb
  - ita
  - jpn
  - kor
  - por
  - rus
  - tur
  - zho
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: corraljrmiguel@gmail.com
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).