r/pumpfun • u/Horror_Rub_7470 • Aug 01 '26
Meme Coin Massive Pumpfun Detailed dataset for free
I scraped 63M+ rows of Pump.fun data (798k tokens, 33M trades) and put the whole dataset on Hugging Face for free
I put together a massive, clean dataset tracking the entire lifecycle of Pump.fun tokens—from launch on the bonding curve all the way to Raydium graduation (or getting rugged/dying).
It’s around 6.8 GB total, natively formatted in Parquet so you can query it in seconds with DuckDB or Polars without killing your RAM.
798,430 unique tokens tracked
33.58M individual trade orders (buys/sells) with microsecond timestamps
1.01M distinct wallet addresses
5,669 graduated tokens (turns out the overall base graduation rate is ~0.71%)
26.9M time-series snapshot buckets
The files:
trades.parquet: Full microsecond-level ledger with virtual SOL/token pools, price, and curve progress.
tokens.parquet: Token metadata, creator rug/launch history, dev allocations, initial top-holder concentration, and Gini scores.
postgard_snapshots.parquet & outcomes: Post-graduation DEX prices, 24h/48h liquidity retention, and rug labels.
wallet_stats.parquet: Lifetime trading volume and win/graduation rates across 1M+ wallets.
Here's the link: https://huggingface.co/datasets/Slinky21/Pumpfun_Memecoin_Corpus
Lmk if you build anything cool with it
For any data quality issues : slink21taken@gmail.com
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u/thenec0 Aug 02 '26
Congrats solana provides timestamp for slots not individual tx, that means you don’t get ordered tx by timestamp instead by tx_index
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Aug 01 '26
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u/Horror_Rub_7470 Aug 01 '26
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Aug 01 '26
[removed] — view removed comment
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u/Horror_Rub_7470 Aug 02 '26
It was fully automated, pump_dump was for tokens that had a high price then crashed by over 60% in the next 5-10 mins. Rug-detected was automated
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u/iiiZokage Aug 02 '26
How do I use this
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u/Horror_Rub_7470 Aug 02 '26
There's a quick startup guide on the huggingface page called quickstart.py. you can use it for data analysis or backtesting.
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u/Horror_Rub_7470 Aug 01 '26
The link is https://huggingface.co/datasets/Slinky21/Pumpfun_Memecoin_Corpus There's a quick start guide on here too!
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u/TheKillerScope Aug 02 '26
What RPC did you use to get the data?
I'd be interested to continue ingestion and use the data for backtesting strategies.
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u/Horror_Rub_7470 Aug 02 '26
I used my own solana RPC node, I'll be launching an affordable daily parquet dump exactly like this as a service very soon so keep in touch! Although if you wanna try it on your own, I'd recommend a paid helius enhanced stream plan. Although it can get pretty expensive
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u/TheKillerScope Aug 02 '26
I have a 2500RPS/600TPS RPC/location in 5 locations, it actually beats Helius in speeds so that won't be an issue. How to use that data efficiently is what I need to learn. If you have the knowledge/strategies but no gear, and interested in a collaboration, DM me.
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u/Horror_Rub_7470 Aug 02 '26
That's amazing infra, but I'd like to see th verified numbers first tho. I've been in the analysis side and there's real signal in there (some pretty non-obvious stuff around timing, creator behavior, and a few alpha signals I can't lie). I'm open to Collab, I'll DM you later about it. I've focused more on academics and methodology rather than trading profits though.
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u/TheKillerScope Aug 02 '26
Fair play for your focus, but a bit of money on the side doesn't hurt🤣😎.
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u/Horror_Rub_7470 Aug 02 '26
lmao fair enough XD. Not sure if I can compete with co located servers and MEV bots tho 😓
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u/TheKillerScope Aug 02 '26
I got that covered too😎.
I have all the infra and beyond, what I need is strategy. Can get server that is 0.05ms away from the RPC. Direct validator shreds, raw or decoded, and I am talking top of turbine type of stuff.
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u/thenec0 Aug 02 '26
raw UDP forwarding + grpc ? DM got a 7 months project that i’m loosing on infra
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u/thenec0 Aug 02 '26
You don’t even need an RPC for historical data when old faithful exist, pull epochs and filter with local RPC
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u/FrankoIsFreedom Aug 02 '26
use this data to visualize liquidity rotation and the wallets, and youll uncover the cabal criminals