4.5B Posts Scraped from TikTok

48 pointsposted 5 hours ago
by TheOnlyWayUp

61 Comments

Retr0id

4 hours ago

Can any brave soul wade through the LLM prose to provide a human-readable summary?

simonw

4 hours ago

"I uploaded 4.5 billion of those videos to Hugging Face" = I scraped the metadata (title, view count, etc) for 4.5 billion TikTok videos using the same API as their Android app. I posted the data to HF as Parquet. The video content itself is not included. I'll sell you my Go scraping code.

arcfour

4 hours ago

Man, I could use $699. If this gets even a single sale, then maybe I need to try having less decency...

(I guess that is sort of a roundabout summary...)

echoangle

4 hours ago

Would you say that this is immoral? Since it’s data that’s public anyways, I don’t see why putting it in a table and selling it is a bad thing.

kenniskrag

2 hours ago

Because a lot of things is public online and can't be copied and sold e.g. due to copyright, patents and trademark. Also if you access a website you are bound to a ToS contract and this is a breach of that contract.

echoangle

2 hours ago

Breaching a contract isn’t a crime though, it’s a civil matter.

breezybottom

4 hours ago

What is "public" data? It admits to violating the ToS.

arcfour

4 hours ago

Something posted with the understanding that it could potentially be viewed by anyone on the Internet with minimal/no restriction.

ToS are just what you follow if you don't want to get banned off of the site. If you don't care about that, then you can go hog wild, though you're being a bit of a jerk/not playing nice obviously.

breezybottom

4 hours ago

Any company could potentially be hacked, so by that standard all data is public. And no, the ToS is legally binding on the company as well.

echoangle

3 hours ago

You don’t see a difference between accessing data by hacking a service (which is illegal) and downloading/scraping data that’s not protected? The TOS are a contract and only a civil thing afaik.

arcfour

4 hours ago

That's a blatant strawman - that's not a reasonable position at all. A reasonable person does not expect their private medical records to be accessible to you or me just because they are stored in an EHR system.

They might be surprised that you or I looked at their TikTok video when we aren't the intended audience, but they still posted it publicly, with the understanding that it would be made freely available to others.

breezybottom

4 hours ago

It's definitely not a strawman. Perhaps you meant that it's a false equivalency, but I don't think that's true either.

With how common data hacks are, why wouldn't a reasonable person expect their medical records to leak? I received at least two such breach notices just last year.

arcfour

3 hours ago

Obviously I meant that any data a person expects to be public, like a public post on a social media site... I was not referring to data exposed in data breaches, which is a different subject entirely...

If that was not obvious to you then I apologize; though it really should have been, since you are encouraged to interact with others in good faith on HN.

And if you expect your medical records to be public...then what is the point of this discussion?

breezybottom

3 hours ago

The user only gave TikTok permission to use the videos according to the ToS. And considering the majority of TikTok users are children, I think it's hard to justify morally, even if you could make a legal case.

arcfour

3 hours ago

A "data breach" refers to unauthorized access to nonpublic or protected data. Scraping content that is publicly viewable without logging in - or even with logging in, since an account is effectively disposable - is not a "data breach" (as far as any typical usage of the term goes).

In hiQ Labs v. LinkedIn, the 9th Circuit (US) ruled that scraping publicly accessible data does not violate the CFAA's "without authorization" clause (hiQ was bulk scraping public LinkedIn profile data - in violation of LinkedIn's ToS). The Supreme Court later specifically narrowed the CFAA in Van Buren v. United States saying "exceeds authorized access" applies to accessing areas of a system you aren't entitled to enter at all, not misusing access you legitimately have (regardless of ToS violations).

Other CFAA cases have ruled similarly - being legitimately granted access (i.e. signing up for an account, or browsing publicly without logging in, since the site is intended to be available to the public) and then misusing it is not "hacking".

So in the U.S., it's not a computer crime ("hacking"/"breach") to scrape data, and nobody uses the term "data breach" to refer to scraping publicly available data on a public site, except for apparently you.

breezybottom

3 hours ago

You still haven't checked the ToS:

"use automated scripts to collect information from or otherwise interact with the Services" — this covers the entire scraping operation.

"make unauthorised copies, modify, adapt, translate, reverse engineer, disassemble, decompile or create any derivative works of the Services... or determine or attempt to determine any source code" — e.g. reverse-engineering the X-Argus/X-Gorgon/X-Ladon signing scheme.

"interfere with or attempt to interfere with the proper working of the Services... or bypass any measures we may use to prevent or restrict access to the Services" — TLS-fingerprint spoofing, the empty-200 soft block, and the proxy IP rotation to get around rate limiting.

"use or attempt to use another's account, service or system without authorisation from TikTok, or create a false identity on the Services" — this covers the forged device registrations (fake Android handset + carrier profiles)

"use the Services, without our express written consent, for any commercial or unauthorized purpose" — the website is monetizing the dataset and selling the code itself.

edoceo

2 hours ago

Still not a hack or a breach. Still "public" data. Still a TOS violation. Your up-thread claim that potential hack is the same as public is still incorrect.

echoangle

2 hours ago

And who cares about ToS? That’s a purely civil thing, surely hacking (which is a crime) is worse than breaching a contract?

echoangle

3 hours ago

Is it a data breach if I right click images in google search and save them to my disk?

breezybottom

3 hours ago

A data breach could leak into search engine results, sure.

echoangle

2 hours ago

I wasn’t asking if a data breach could be in the search results, I asked if saving search engine results in itself would be a data breach. Apparently you think that scraping publicly accessible data from tik tok is a data breach in itself, so does this apply in other cases too?

echoangle

3 hours ago

I could get the same data in principle by downloading the app and accessing the post. There’s no hacking or circumventing access controls. That’s what I meant by public data.

arcfour

4 hours ago

No, I don't care at all, but I recognize that my morals might be lower than others here. To me it's just public data...whatever.

My criticism was basically - this is trying to sell an AI slop project for $699 a pop - I could get this out of a few Claude Code sessions if I had the storage and network bandwidth to run such a scraper. The value proposition is questionable when the writing shows that the entire project was AI generated, and clearly Claude understands the way the TikTok Android app internal API works quite well...

arvid-lind

4 hours ago

The AI giants got where they are by pushing similar limits and setting aside moral (and legal) issues to be settled later in court, so the idea seems to fit the general zeitgeist we're living in. Not really criticism, just an observation.

405error

4 hours ago

I cannot verify whether it is technically correct, but it's about how to defeat Tiktok's bot filters to scrape it.

moinism

4 hours ago

> Everything described here is a private Go repository. One-time payment, permanent access, complete source. > $699 one time · lifetime access

Not open-source apparently.

And I cant find the reddit post but I think I read that videos/assets are not actually pre-downloaded, they have to be requested through Tiktok API using the provided code. So if Tiktok patches, the code will need updates too.

nomilk

4 hours ago

I think the post is essentially a decent technical-explainer (value adding and interesting) in exchange for effectively a little product placement (selling either just the code or code already running on a server at additional cost)

But I think this is the 289GB data (free): https://huggingface.co/datasets/kuben-developer/tiktok-video...

nomilk

4 hours ago

> Three things to notice, because each one bites later:

Very LLMish language!

405error

4 hours ago

It's that mix of dense, impressive sounding jargon, but even scanning across it raises glaring problems. Like, if you have 4.5 billion videos on HF, and it's 289GB, it's about 60 bytes per video. Checking the column fields as well, there doesn't seem to be any video files*.

nomilk

4 hours ago

There's an `is_video` column, perhaps containing a lot of 0's

405error

4 hours ago

More directly, there simply aren't any video files uploaded. It's just parquet files, which contain no video columns (I'm not even sure if it supports it).

nomilk

4 hours ago

Seems the expectation is the purchaser uses the info/parameters in the 289gb file to decide which videos to download, then uses the /v1/video/info endpoint to download individual videos.

smallerize

4 hours ago

There's no way this dataset is going to survive on HF, right? It will be hit with so many DMCA takedowns.

simonw

4 hours ago

It's metadata only, not video content. I expect it will likely survive - that's a pretty common pattern for machine learning datasets.

Stable Diffusion was enabled by LAION, for example. That was metadata about images and URLs to those images, but not the actual image files.

smallerize

2 hours ago

True, but it includes the full text of the post. That's enough for some copyright strikes.

vachina

4 hours ago

The AI keeps mentioning how a HTTP 200 can silently pollute your dataset. Why not just check contents of body? Usually APIs follow strict JSON contract for successful queries, alert or throw an error when that changes.

405error

4 hours ago

It's probably AI coded and hallucinated many things. That drumming up the importance of a minor thing is a real tell. Another hallucination - it hasn't found any video APIs (despite statements that it has and uploaded it). It has video metadata.

magicmicah85

4 hours ago

>Is it legal? It is against TikTok's terms of service. It is sold for research and educational use.

Oh, ok. Otherwise, very detailed deconstruction to scrape their API. Lots of layers of registration and creating a request that looks like it is valid client.

user

5 hours ago

[deleted]

ckugblenu

4 hours ago

This is being posted all over the place. on multiple subreddits and stuff. Why?

vachina

4 hours ago

Ads for an exploit

Retr0id

4 hours ago

Replicating client behaviour is hardly an exploit.

VulgarExigency

4 hours ago

Absolutely no consideration for the people who, when posting things to Tiktok, would prefer for them not to get scraped.

raver1975

4 hours ago

That data does not belong to the public. Why do you think it is OK to steal from TikTok?

theplumber

4 hours ago

Is this sarcasm on AI companies?

gdevenyi

4 hours ago

Like gazing into hell

VulgarExigency

4 hours ago

In 2026, everything we say, see or do on the internet is just another data point for some unscrupulous bastard to seek profit from.

igor_nast

4 hours ago

That's not true. I build an agentic IDE - indie dev tool. And it's for free and stays like it. I do it because I enjoy coding and the technology :)

https://shikigami.dev - more details here

VCFundedGenYer

2 hours ago

Textbook example of what not to post on the internet. Unreadable incoherent LLM hallucination slop.

igor_nast

4 hours ago

Is this even useful in any way?

smallerize

3 hours ago

Make your own recommendation engine. Even if it's just a real literal text search that sorts chronologically.

tweakimp

3 hours ago

You could use it as negative reinforcement to tell the next big AI model what it should not do

theplumber

3 hours ago

Yes, train your model to give people more AI slop until they get sick of it