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Cleaned up DF sections to make them more objective and clear. Brought in details about 2x Publisher Rewards.
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@ -40,10 +40,12 @@ Here is the code from [calcrewards.py](https://github.com/oceanprotocol/df-py/bl
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## 3 Phases of Data Farming
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Data Farming has evolved over time and will continue to do so as the Emission Curve progresses. Below are important dates and parameters incurred during the evolution of the Data Farming program.
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**DF Alpha** - Counting starts Thu June 16. 10K OCEAN rewards are budgeted per week. Rewards are distributed at the end of every week, for the activity of the previous week. It runs 4 weeks. The aim is to test technology, learn, and onboard data publishers.
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**DF Beta** - Counting starts Thu July 14. Rewards are up to 100K OCEAN per week. It runs up to 20 weeks. The aim is to test the effect of larger incentives, learn, and refine the technology.
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**DF Main** - Immediately follows DF Beta. Rewards are up to 718K OCEAN per week. DF Main emits 503.4M OCEAN worth of rewards and lasts for decades. Expected APY is 125% over many months (once fully ramped), staying generous over the long term.
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The amount of OCEAN released is determined by the emission schedule as defined by the [Emission Curve](emissions-apys.md#emissions--apys) curve, and more easily uderstood in the [Reward Schedule](df-intro.md#reward-schedule)
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The amount of OCEAN released is determined by the emission schedule as defined by the [Emission Curve](emissions-apys.md#emissions--apys), and perhaps more easily uderstood in the [Reward Schedule](df-intro.md#reward-schedule)
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---
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description: An introduction to Data Farming and Ocean's core incentive streams.
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---
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# Rewards
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# Data Farming & Rewards
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Data Farming (DF) incentivizes for growth of Data Consume Volume (DCV) in the Ocean ecosystem.
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It rewards OCEAN to pool liquidity providers (stakers) as a function of consume volume and liquidity. It’s like DeFi liquidity mining, but tuned for data consumption. DF’s aim is to achieve a minimum supply of data for network effects to kick in, and once the network flywheel is spinning, to increase growth rate.
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## Reward Categories
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Rewards are paid in OCEAN and distributed every week on Thursday as follow:
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**Passive Rewards** : 50% Emissions Reserved
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**Active Rewards**: 50% Emissions Reserved. Defined by the **Reward Function**.
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Rewards are paid in OCEAN and distributed every week on Thursday as follow:
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You can claim rewards from [within our webapp](https://df.oceandao.org/rewards).
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| Passive Rewards | Active Rewards |
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| ---- | ------- |
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| 50% | 50% |
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Active Rewards are governed and defined by the [Reward Function](df-details.md#reward-function).
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**Final Caveat:** We reserve the right to make reasonable changes to these plans, if unforeseen circumstances emerge.
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## On Claiming DF Rewards
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## How to access DF and claim rewards
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Please [follow this tutorial](../tutorials/veOcean-Data-Farming-Tutorial.md) to learn how to access Ocean Protocol Rewards via Data Farming.
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Please [follow this tutorial](../tutorials/veOcean-Data-Farming-Tutorial.md) to learn how the Ocean Protocol reward programs work, and how to access them.
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Otherwise, go to the DF webapp at [df.oceandao.org/activerewards](df.oceandao.org/activerewards)
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Otherwise, go to the DF webapp at [df.oceandao.org/activerewards](df.oceandao.org/activerewards) and explore Data Farming for yourself.
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### Where to claim?
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All earnings for veOCEAN holders are claimable on the ”Rewards” page inside the Data Farming webapp on Ethereum mainnet.
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@ -37,6 +39,19 @@ The nerdy version: if you lock OCEAN on day x, you’ll be able to claim rewards
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This behavior is inherited from [veCRV](https://curve.readthedocs.io/dao-fees.html); [here’s the code](https://github.com/oceanprotocol/contracts/blob/main/contracts/ve/veFeeDistributor.vy#L240-L256).
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## 2x Bonus - Publisher Rewards
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As part of our efforts to increase the efficiency of the Reward Function, we researched a broad range of improvements that could be implemented and discussed their many outcomes.
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One particular improvement was noted, how to structure incentives to also align publishers.
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We explored dozens of possible ways to do it. In the end, we arrived at this approach. It was chosen for it’s simplicity and ease of understanding.
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### For publishers, effective 2x stake
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For Data Farming, we want to incentivize publishers to create more data sets, build more token-gated product, innovate how builders can consume Data-tokens.
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*All the veOCEAN a publisher has allocated to an asset they’ve published (“staked”) is treated as 2x the stake for rewards calculation.*
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## DF Main
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DF Main started Mar 16, 2023 in DF Round 29. DF29 has 150K OCEAN rewards available (a 2x increase from DF28). As DF Main progresses, rewards will increase to 300K (another 2x), then 600K (another 2x), then beyond 1.1M OCEAN/week (near 2x) then decaying over time.
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