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* [Get fixed-rate exchanges](developers/using-ocean-subgraph/list-fixed-rate-exchanges.md) * [Get fixed-rate exchanges](developers/using-ocean-subgraph/list-fixed-rate-exchanges.md)
* [Get veOcean stats](developers/subgraph/get-veocean-stats.md) * [Get veOcean stats](developers/subgraph/get-veocean-stats.md)
* [Ocean.py](developers/ocean.py/README.md) * [Ocean.py](developers/ocean.py/README.md)
* [Page 1](developers/ocean.py/page-1.md) * [Intro](developers/ocean.py/intro.md)
* [Installation](developers/ocean.py/installation.md)
* [Ocean Libraries](developers/ocean-libraries/README.md) * [Ocean Libraries](developers/ocean-libraries/README.md)
* [Configuration](developers/using-ocean-libraries/configuration.md) * [Configuration](developers/using-ocean-libraries/configuration.md)
* [Creating a data NFT](developers/using-ocean-libraries/creating-datanft.md) * [Creating a data NFT](developers/using-ocean-libraries/creating-datanft.md)

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<!--
Copyright 2023 Ocean Protocol Foundation
SPDX-License-Identifier: Apache-2.0
-->
<h1 align="center">
<img src="https://github.com/oceanprotocol/art/blob/main/splashes/ocean_py.png?raw=true" width="300"/>
</h1>
# Intro 🎬
🔍🤔 Calling all data wizards! Are you a curious data scientist 🧙‍♀️ who's heard whispers about Web3 and blockchain, but don't know where to dive in? Have you invented a mind-blowing AI algorithm and want to turn it into 💰 gold? Maybe you're training an LLM (Lusciously Lucrative Model) and want to specify the terms for your data's licensing 📜. Or hey, you just want to sell your data without giving up your privacy 🕵️‍♂️ or control 🚫🙅‍♂️.
Guess what? 🎉 Say hello to ocean.py! It's like a magical Python library 🐍 that lets you secretly 🤫 and securely 🔒 publish, swap, and gobble up data. 🐙💦 It works wonders by teaming up with Ocean Protocol 🌊 to give you all those incredible benefits mentioned above. So get ready to dive into the data ocean with a splash! 💦🌊
## ocean.py Strengths 💪
ocean.py lets you do the following things:
- Publish data services: downloadable files or compute-to-data.
Create an ERC721 data NFT for each service, and ERC20 datatoken for access (1.0 datatokens to access).
- Sell datatokens via for a fixed price. Sell data NFTs.
- Transfer data NFTs & datatokens to another owner, and all other ERC721 & ERC20 actions using web3.py or Brownie.
And here is an outline video which describes the concepts better.
[![Watch the video](../../.gitbook/assets/ocean.py/outline-1.jpg)](https://youtu.be/8uZC6PC9PBM)
## ocean.py Quickstart 🚀
To kickstart your adventure with ocean.py, we set out the following steps to get you zooming ahead in no time!
1. Install Ocean 📥
2. Setup 🛠️
— Remote (Win, MacOS, Linux)
— or Local (Linux only)
3. Walk through main flow 🚶‍♂️: publish asset, post for free / for sale, dispense it / buy it, and consume it
After these quickstart steps, the main [README](https://github.com/oceanprotocol/ocean.py/blob/main/README.md) points to several other use cases, such as [Predict-ETH](https://github.com/oceanprotocol/predict-eth), [Data Farming](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/df.md),
on-chain key-value stores ([public](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/key-value-public.md) or [private](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/key-value-private.md)), and other types of data assets ([REST API](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/publish-flow-restapi.md),
[GraphQL](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/publish-flow-graphql.md), [on-chain](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/publish-flow-onchain.md)).