Youtube Transcriptions

Name: Youtube Transcriptions
Creator: Helix
Keywords: dataset, hugging face, media, task_categories:question-answering, task_categories:text-retrieval, task_categories:visual-question-answering, task_ids:extractive-qa, task_ids:open-domain-qa

Hugging Face

The YouTube transcriptions dataset contains technical tutorials (currently from James Briggs, Daniel Bourke, and AI Coffee Break) transcribed using OpenAI's Whisper (large). Each row represents roughly a sentence-length chunk of text alongside the video URL and timestamp. Note that each item in the dataset contains just a short chunk of text. For most use cases you will likely need to merge multiple rows to create more substantial chunks of text, if you need to do that, this code snippet will… See the full description on the dataset page: https://huggingface.co/datasets/jamescalam/youtube-transcriptions.

jamescalam--youtube-transcriptions.parquet 500 rows jamescalam/youtube-transcriptions

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average start by title scatter start vs end distribution of title most common values in id

Data preview

500 rows · 9 columns · showing first 12

#	title text	published text	url text	video_id text	channel_id text	id text	text text	start float	end float
1	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t0.0	Hi, welcome to the video.	0	9.36
2	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t3.0	So this is the fourth video in a Transformers	3	11.56
3	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t9.36	from Scratch mini series.	9.36	15.84
4	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t11.56	So if you haven't been following along,	11.56	18.48
5	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t15.84	we've essentially covered what you can see on the screen.	15.84	20.6
6	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t18.48	So we got some data.	18.48	23.72
7	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t20.6	We built a tokenizer with it.	20.6	25.76
8	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t23.72	And then we've set up our input pipeline	23.72	28.48
9	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t25.76	ready to begin actually training our model, which	25.76	32.36
10	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t28.48	is what we're going to cover in this video.	28.48	35.96
11	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t32.36	So let's move over to the code.	32.36	39.56
12	Training and Testing an Italian BERT - Transformers From Scratch #4	2021-07-06 13:00:03 UTC	https://youtu.be/35Pdoyi6ZoQ	35Pdoyi6ZoQ	UCv83tO5cePwHMt1952IVVHw	35Pdoyi6ZoQ-t35.96	And we see here that we have essentially everything	35.96	40.48

Auto-generated charts

Youtube Transcriptions: 500 rows by 9 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.

Rows500

Columns9

Numeric cols2

Categorical cols5

Charts

start vs end

Relationship between start and end.

Distribution of start

Histogram of start values.

Interesting queries to try

Columns

title categorical
published categorical
url categorical
video_id categorical
channel_id categorical
id text
text text
start numeric
end numeric