diff --git a/SUMMARY.md b/SUMMARY.md
index fbabef6f..1ca2c265 100644
--- a/SUMMARY.md
+++ b/SUMMARY.md
@@ -29,12 +29,12 @@
* [Join a Data Challenge](user-guides/join-a-data-challenge.md)
* [Sponsor a Data Challenge](user-guides/sponsor-a-data-challenge.md)
* [Data Farming](user-guides/data-farming/README.md)
- * [Get Started with Passive Rewards](user-guides/data-farming/how-to-veocean.md)
- * [Estimate your APYs](user-guides/data-farming/how-to-estimate-apy.md)
- * [Claim your Rewards](user-guides/data-farming/how-to-claim-rewards.md)
- * [Curate with Volume DF](user-guides/data-farming/how-to-volumedf.md)
- * [Delegate Data Curation](user-guides/data-farming/how-to-challengedf.md)
- * [Predict with Challenge DF](user-guides/data-farming/how-to-challengedf.md)
+ * [Earn Passive Rewards](user-guides/data-farming/how-to-veocean.md)
+ * [Estimate APYs](user-guides/data-farming/how-to-estimate-apy.md)
+ * [Claim Rewards](user-guides/data-farming/how-to-claim-rewards.md)
+ * [Curate Data](user-guides/data-farming/how-to-volumedf.md)
+ * [Delegate Curation](user-guides/data-farming/how-to-challengedf.md)
+ * [Predict ETH](user-guides/data-farming/how-to-challengedf.md)
* [Liquidity Pools \[deprecated\]](user-guides/remove-liquidity-pools.md)
* [💻 Developers](developers/README.md)
* [Architecture Overview](developers/architecture.md)
@@ -116,13 +116,13 @@
* [Deploying C2D](infrastructure/compute-to-data-minikube.md)
* [C2D - Private Docker Registry](infrastructure/compute-to-data-docker-registry.md)
* [🤑 DeFi](defi/README.md)
-* [💰 Data Farming Rewards](rewards/README.md)
- * [Data Farming 101 (White Belt)](rewards/df-intro.md)
- * [DF Max Out Yield (Purple Belt)](rewards/df-max-out-yield.md)
- * [DF Challenge (Red Belt)](rewards/df-challenges.md)
- * [DF "ve" in veOCEAN (Brown Belt)](rewards/df-veocean.md)
- * [DF Deep Dives (Brown Belt)](rewards/df-basic.md)
- * [DF Emissions & APYs (Black Belt)](rewards/df-emissions-apys.md)
+* [💰 Data Farming](rewards/README.md)
+ * [Farming 101](rewards/df-intro.md)
+ * [veOCEAN](rewards/df-veocean.md)
+ * [Curate Data](rewards/df-max-out-yield.md)
+ * [Prediction Challenges](rewards/df-challenges.md)
+ * [Complete User Guides](rewards/df-guides.md)
+ * [Emissions & APYs](rewards/df-emissions-apys.md)
* [🤝 Contribute](contribute/README.md)
* [Partners & Collaborators](contribute/projects-using-ocean.md)
* [Contributor Code of Conduct](contribute/code-of-conduct.md)
diff --git a/defi/README.md b/defi/README.md
index 3380c3bd..14cc5a14 100644
--- a/defi/README.md
+++ b/defi/README.md
@@ -10,9 +10,9 @@ coverY: 0
Ocean Protocol's open-source tools are useful in a variety of DeFi applications. Here we show you how to capitalize with Ocean Protocol tech in several ways using crypto trading!
-## Data Farming - Challenge DF (Predict-ETH) 📈
+## Data Farming - ChallengeDF (Predict-ETH) 📈
-Data Farming offers a weekly rewards via Challenge DF, a challenge where users predict the price of Ethereum and win prizes 💰 based on accuracy.
+Data Farming offers a weekly rewards via ChallengeDF, a challenge where users predict the price of Ethereum and win prizes 💰 based on accuracy.
Weekly prizes total 5000 $OCEAN
1st Place - 2500
@@ -21,7 +21,7 @@ Weekly prizes total 5000 $OCEAN
In this competition, participants use machine learning to submit future ETH prices for the next 12 hours as accurately as possible. They upload these predictions to Ocean Market as data NFTs. This challenge promotes more valuable data feeds on the Ocean Market while participants earn cash. It's a win-win for both Ocean Protocol and challenge participants!
-Check our [Challenge DF page](https://df.oceandao.org/challenges) and join the active Predict ETH challenge!
+Check our [ChallengeDF page](https://df.oceandao.org/challenges) and join the active Predict ETH challenge!
Wondering how to start predicting the price of ETH? We have a [blogpost](https://blog.oceanprotocol.com/capitalize-with-ocean-protocol-a-predict-eth-tutorial-b2da136633f0?source=search\_post---------0----------------------------) 📖 for that!
diff --git a/developers/ocean.py/README.md b/developers/ocean.py/README.md
index 46ab875a..1f00543f 100644
--- a/developers/ocean.py/README.md
+++ b/developers/ocean.py/README.md
@@ -52,4 +52,4 @@ To kickstart your adventure with ocean.py, we set out the following steps to get
3. [Publish asset](publish-flow.md), post for free / for sale, dispense it / buy it, and [consume ](consume-flow.md)it
4. Run algorithms through [Compute-to-Data flow](compute-flow.md) using Ocean environment.
-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 [Data Farming - Challenge DF](https://github.com/oceanprotocol/predict-eth), [Data Farming - Volume DF](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)).
+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 [Data Farming - ChallengeDF](https://github.com/oceanprotocol/predict-eth), [Data Farming - VolumeDF](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)).
diff --git a/discover/glossary.md b/discover/glossary.md
index bd9cfc0b..680b0398 100644
--- a/discover/glossary.md
+++ b/discover/glossary.md
@@ -137,17 +137,25 @@ In exchange for locking tokens, users can earn rewards. The amount of reward dep
-DF Passive Rewards
+Passive Rewards
-When a user locks their OCEAN tokens for a finite period of time, they get veOCEAN tokens in return. Based on the quantity of veOCEAN, the user accumulates weekly OCEAN [rewards](../rewards/df-intro.md#what-are-active-rewards). Because rewards are generated without human intervention, these are called "passive" OCEAN rewards. OCEAN rewards are claimable every Thursday on the [Rewards page](https://df.oceandao.org/rewards).
+When a user locks their OCEAN tokens for a finite period of time, they get veOCEAN tokens in return. Based on the quantity of veOCEAN, the user accumulates weekly OCEAN rewards. Because rewards are generated without human intervention, these are called [Passive Rewards](../rewards/df-intro.md#what-are-passive-rewards). OCEAN Data Farming Passive Rewards are claimable every Thursday on the [Rewards page](https://df.oceandao.org/rewards).
-DF Active Rewards
+VolumeDF
-When a user allocates veOCEAN tokens to Ocean Market projects, then weekly OCEAN rewards are given to a user based on the sales of those projects. Since these rewards depend on human intervention to decide the allocations, they are categorized as "active" [rewards](../rewards/df-intro.md#what-are-passive-rewards) instead of passive rewards. OCEAN rewards are claimable every Thursday on the [Rewards page](https://df.oceandao.org/rewards).
+When a user allocates veOCEAN tokens to Ocean Market projects, then weekly OCEAN rewards are given to a user based on the sales of those projects. Since these rewards depend on human intervention to decide the allocations, these are categorized as [VolumeDF](../rewards/df-intro.md#what-is-volume-df) rewards. OCEAN Data Farming VolumeDF rewards are claimable every Thursday on the [Rewards page](https://df.oceandao.org/rewards).
+
+
+
+
+
+ChallengeDF
+
+When a user submits prediction algorithms to the [ChallengeDF program](https://df.oceandao.org/challenges) that accurately estimate the price of Ethereum, then OCEAN rewards are airdropped to that user if win one of the top 3 prizes. Since these rewards depend on human intervention to compete in this challenge, these are categorized as [ChallengeDF](../rewards/df-intro.md#what-is-challenge-df) rewards. OCEAN Data Farming ChallengeDF rewards are claimable every Thursday on the [Rewards page](https://df.oceandao.org/rewards).
diff --git a/rewards/README.md b/rewards/README.md
index a0a2aeb5..3c55ce84 100644
--- a/rewards/README.md
+++ b/rewards/README.md
@@ -11,7 +11,7 @@ coverY: 0
The purpose of Ocean Protocol's Data Farming dApp reward system is to incentivize the growth, curation, and publishing of high-quality data NFTs in the Ocean Ecosystem.
Data Farming participants earn OCEAN rewards for these activities.
-Data Farming rewards are structured in 2 main streams **Passive Rewards** and **Active Rewards**. At a minimum, Data Farmers earn "passive rewards" for locking their OCEAN tokens to get veOCEAN tokens in return. Then, Data Farmers can maximize their yield by earning "active rewards". Active Rewards stream it's broken down into multiple substreams, to offer you a variaty of ways to contribute to Ocean Protocol values and increase your Data Farming rewards: Volume DF, Challenge DF.
+Data Farming rewards are structured in 2 main streams **Passive Rewards** and **Active Rewards**. At a minimum, Data Farmers earn "passive rewards" for locking their OCEAN tokens to get veOCEAN tokens in return. Then, Data Farmers can maximize their yield by earning "active rewards". Active Rewards stream it's broken down into multiple substreams, to offer you a variaty of ways to contribute to Ocean Protocol values and increase your Data Farming rewards: VolumeDF, ChallengeDF.
## veOCEAN
@@ -25,13 +25,13 @@ veOCEAN is a fork of veCRV. This enables participants to become a governance del
![DF Rewards Page](../.gitbook/assets/rewards/df_rewards_page.png)
-[Data Farming 101](df-intro.md) introduces the different reward systems, how they work, and how to access them. By the end of the page, you should be more familiar with how Data Farming works and able to take next steps to curate assets.
+[Farming 101](df-intro.md) introduces the different reward systems, how they work, and how to access them. By the end of the page, you should be more familiar with how Data Farming works and able to take next steps to curate assets.
[Data Farming Background](df-max-out-yield.md) will provide you with more intuitions about Data Farming, briefly explain the Reward Function, and how the program evolved over time.
## Delegation
-[Delegation](..user-guides/data-farming/how-to-farm-delegate.md) will teach you how to share your veOCEAN allocation power to other users that can help manage Volume DF substream for you.
+[Delegation](..user-guides/data-farming/how-to-farm-delegate.md) will teach you how to share your veOCEAN allocation power to other users that can help manage VolumeDF substream for you.
Once delegated, rewards will be sent to the wallet address you delegated to. The delegation receiver is in charge of managing your Allocation Power and cut from the rewards.
diff --git a/rewards/df-challenges.md b/rewards/df-challenges.md
index e73a9ed2..48921194 100644
--- a/rewards/df-challenges.md
+++ b/rewards/df-challenges.md
@@ -31,9 +31,9 @@ We provide the rules and rewards, allowing you to focus on delivering high-quali
### Where to start?
-Head over to the [Data Farming dapp](https://df.oceandao.org/rewards) and explore the new **Challenge DF substream** section, which is now part of the Active Rewards. The dapp itself will serve as your guide moving forward!
+Head over to the [Data Farming dapp](https://df.oceandao.org/rewards) and explore the new **ChallengeDF substream** section, which is now part of the Active Rewards. The dapp itself will serve as your guide moving forward!
-If you're looking for a step-by-step guide on everything from understanding what a challenge entails to claiming your well-deserved rewards, be sure to check out [how to farm challenge df rewards](../user-guides/data-farming/how-to-challengedf.md) section. It will provide you with all the necessary information you need to make the most out of the challenges.
+If you're looking for a step-by-step guide on everything from understanding what a challenge entails to claiming your well-deserved rewards, be sure to check out [how to farm ChallengeDF rewards](../user-guides/data-farming/how-to-challengedf.md) section. It will provide you with all the necessary information you need to make the most out of the challenges.
### Good lock and happy coding!
diff --git a/rewards/df-basic.md b/rewards/df-guides.md
similarity index 100%
rename from rewards/df-basic.md
rename to rewards/df-guides.md
diff --git a/rewards/df-intro.md b/rewards/df-intro.md
index 7ffcad37..0b342f2d 100644
--- a/rewards/df-intro.md
+++ b/rewards/df-intro.md
@@ -12,6 +12,10 @@ Data Farming (DF) is Ocean Protocol's **incentive system that rewards participan
Participants are able to **receive rewards passively, actively, or both** weekly by engaging in a variety of streams that helps the protocol grow. These activities include holding veOCEAN, curating datasets and building prediction models.
+With this model, there is no liquidity risk through AMMs. We have also used battle-tested, hardened contracts that safeguard billions (veCRV).
+
+You can’t lose your OCEAN. It is merely locked.
+
### Passive and Active Reward streams
Every week OCEAN rewards are paid out to Data Farmers through two different reward streams. **Passive Rewards** and **Active Rewards**.
@@ -30,33 +34,33 @@ Each Data Farming weekly round has a pool of OCEAN rewards, where 50% of the poo
Passive rewards are the OCEAN rewards paid to Data Farmers just for locking their OCEAN tokens.
+veOCEAN holders can generate yield completely passively if they wish, though they are incentivized with larger real yield if they **actively participate** in farming yield from assets, or completing predictionc hallenges.
+
-<<<<<<< HEAD
[To start getting passive rewards, go here.](../user-guides/data-farming/how-to-veocean.md)
-=======
-[To start getting passive rewards, go here.](../user-guides/data-farming/how-to-farm-veOCEAN.md)
->>>>>>> issue-1218-add-challenge-df-info
#### What are Active Rewards and Substreams?
Active Rewards are OCEAN rewards paid to contributors actively working to improve Ocean Protocol.
There are are two substreams available in Active Rewards:
-1. Volume DF
-2. Challenge DF
+1. VolumeDF
+2. ChallengeDF
-Volume DF rewards Data Farmers that allocate their veOCEAN tokens to Ocean ecosystem assets. It's called Volume DF because the amount of rewards relies on assets that are actively generating Data Consume Volume. Therefore, **Volume DF yields depend on the sales produced by these assets and allocations made.** No sales = no rewards, so choose your favorite datasets wisely & then allocate. Always DYOR.
+#### What is VolumeDF
-Challenge DF rewards Data Scientists that produce prediction models that consistently improve the prediction of the price of Ethereum. It's called Challenge DF because weekly rewards are dispensed towards participants that are competing to improve the accuracy of how well we can predict price movements of Ethereum. Therefore, **Challenge DF yields depend on participants accurately outcompeting each other.** Only the top 3 predictions on the leaderboard win.
+VolumeDF rewards Data Farmers that allocate their veOCEAN tokens to Ocean ecosystem assets. It's called VolumeDF because the amount of rewards relies on assets that are actively generating Data Consume Volume. Therefore, **VolumeDF yields depend on the sales produced by these assets and allocations made.** No sales = no rewards, so choose your favorite datasets wisely & then allocate. Always DYOR.
-Active Rewards are governed and defined by the [Reward Function](df-max-out-yield.md#reward-schedule).
+You can visit the follow tutorial learn how to [access VolumeDF](../user-guides/data-farming/how-to-volumedf.md)
-<<<<<<< HEAD
-[To start getting Active Rewards, go here.](../user-guides/data-farming/README.md)
-=======
-[To start getting Active Rewards, go here.](../user-guides/README.md)
->>>>>>> issue-1218-add-challenge-df-info
+VolumeDF rewards are governed and defined by the [Reward Function](df-max-out-yield.md#reward-schedule).
+
+#### What is ChallengeDF
+
+ChallengeDF rewards Data Scientists that produce prediction models that consistently improve the prediction of the price of Ethereum. It's called ChallengeDF because weekly rewards are dispensed towards participants that are competing to improve the accuracy of how well we can predict price movements of Ethereum. Therefore, **ChallengeDF yields depend on participants accurately outcompeting each other.** Only the top 3 predictions on the leaderboard win.
+
+You can visit the follow tutorial learn how to [access ChallengeDF](../user-guides/data-farming/how-to-challengedf.md)
#### Estimating APY
@@ -76,10 +80,10 @@ Each Data Farming weekly round has a pool of OCEAN rewards and [can be viewed he
##### Reward Sub-Streams
**Active Rewards** is then composed of two sub-streams.
-1. 5,000 OCEAN is paid out to Challenge DF.
-2. The remainder is paid out to Volume DF.
+1. 5,000 OCEAN is paid out to ChallengeDF.
+2. The remainder is paid out to VolumeDF.
-| Challenge DF | Volume DF |
+| ChallengeDF | VolumeDF |
| --------------- | -------------- |
| 5,000 OCEAN | Remaining OCEAN |
@@ -103,4 +107,4 @@ You can read more about the implementation [in this blog post](https://blog.ocea
## [GET STARTED DATA FARMING HERE.](https://df.oceandao.org)
-### Unsure how? Our [guides](../user-guides/README.md) will show you how to do the basics.
+### Unsure how? Our [guides](../user-guides/README.md) will show you how to do the basics.
\ No newline at end of file
diff --git a/rewards/df-max-out-yield.md b/rewards/df-max-out-yield.md
index 255e3a1f..784ffe17 100644
--- a/rewards/df-max-out-yield.md
+++ b/rewards/df-max-out-yield.md
@@ -4,7 +4,7 @@ description: >-
Ocean Protocol's Data Farming dApp!
---
-# Mastering Volume DF (Purple Belt)
+# Mastering VolumeDF
@@ -14,7 +14,7 @@ If you only lock your OCEAN tokens to get passive yield, then you're leaving mon
Data Farming rewards farmers that allocate their veOCEAN tokens to assets that **generate revenue** in the Ocean ecosystem. (No revenue, no rewards.) In addition, Data Farming incentivizes **publishing** assets in the Ocean ecosystem too - you get **2x the Allocation Power** when you allocate to an asset that you publish!
-Thus, if you really want to max out Volume DF APY:
+Thus, if you really want to max out VolumeDF APY:
1. Lock your OCEAN for 4 years to receive 100% voting power.
2. Have other participants delegate their Allocation Power to you.
diff --git a/rewards/df-veocean.md b/rewards/df-veocean.md
index b2f9b7dc..6ae4a74a 100644
--- a/rewards/df-veocean.md
+++ b/rewards/df-veocean.md
@@ -28,20 +28,6 @@ veOCEAN allows you to engage with different Ocean Protocol mechanisms and benefi
3. **Delegating it** You can delegate veOCEAN to other Data Farmers who can curate Datasets for you. In return for their services, these farmers may charge you a fee for helping you receive APY on **Active Rewards**. The Delegate feature has just been recently released and enables veOCEAN holders to more easily manage Active Rewards.
4. **2x Publisher Stake** If you are a publisher in the Ocean ecosystem, then allocating your veOCEAN to your own asset gives your veOCEAN **a 2x Bonus**. This is an incentive for publishers to engage with their assets and benefit the assets in the Ocean ecosystem further.
-### The Nitty Gritty of **Passive & Active Rewards**
-
-#### Passive Rewards from Data Farming
-
-veOCEAN holders get weekly Data Farming rewards with a small carveout for any Ocean Protocol Data Challenges that run through Data Farming operations.
-
-#### Active Rewards from Community Fees
-
-veOCEAN holders can generate yield completely passively if they wish, though they are incentivized with larger real yield if they **actively participate** in farming yield from assets.
-
-Active rewards follow the usual Data Farming formula: $ of sales of the asset \* allocation to that asset.
-
-There is no liquidity locked inside a datatoken pool, and this allocation is safe: you can’t lose your OCEAN as it is merely locked.
-
### veOCEAN Time Locking
Users can lock their OCEAN for different lengths of time to gain more veOCEAN **voting power**. The Data Farming dApp is designed to lock OCEAN for **a minimum of 2 weeks and a maximum of four years** (for max rewards). The longer you lock your OCEAN, the more veOCEAN + OCEAN rewards you get!
@@ -96,13 +82,11 @@ All earnings for veOCEAN holders are claimable in the Ethereum mainnet. (Data as
Data Farming rounds occur weekly; in line with this, there’s a new [`ve`](https://github.com/oceanprotocol/df-py/tree/main/contracts/ve) distribution “epoch” every week. This affects when you can first claim rewards. Specifically, if you lock OCEAN on day x, you’ll be able to claim rewards on the first ve epoch that begins after day x+7. Put another way, from the time you lock OCEAN, you must wait at least a week, and up to two weeks, to be able to claim rewards. (This behavior is inherited from veCRV. Here’s the [code](https://github.com/oceanprotocol/df-py/tree/main/contracts/ve) )
-### DYOR!
+### Locks & Withdrawal
veOCEAN is architected to be locked (i.e. 'staked') for a certain period of time and cannot be transferred or sold during the lock time that is determined by each user.
-So it's important to **NOTE:** that you will not be able to retrieve your locked OCEAN tokens until the Lock End Date you selected on the dApp!
-
-### Withdrawal
+So it's important to note that: **"you will not be able to retrieve your locked OCEAN tokens until the Lock End Date you selected on the dApp!**
After the Lock End Date, then you can withdraw your principal OCEAN tokens on the [veOCEAN page](https://df.oceandao.org/veocean) on the left side panel.
diff --git a/user-guides/data-farming/README.md b/user-guides/data-farming/README.md
index 9518e760..f59dae37 100644
--- a/user-guides/data-farming/README.md
+++ b/user-guides/data-farming/README.md
@@ -40,9 +40,9 @@ The primary objective of these substreams is to provide users with various oppor
Let's review the Active Reward substreams now to learn more about them, and help you get started with contributing to Ocean Protocol and earning rewards.
-### Volume DF Substream
+### VolumeDF Substream
-Volume DF is the bread and butter of the Data Farming incentive program and rewards OCEAN to publishers and curators that help maintain quality assets in the Ocean ecosystem.
+VolumeDF is the bread and butter of the Data Farming incentive program and rewards OCEAN to publishers and curators that help maintain quality assets in the Ocean ecosystem.
If you have locked your OCEAN tokens in exchange for veOCEAN, this is the ideal opportunity for you to utilize those veOCEAN tokens and earn a portion of active rewards in addition to passive rewards.
@@ -50,14 +50,14 @@ By allocating your veOCEAN power to high-quality datasets, you can assist Ocean
Allocation Power can also be earned via delegation. The Data Farming dApp [Delegate Page](https://df.oceandao.org/delegate) lets you easily manage simple delegations that use the 100% of the current veOCEAN and the LockEnd time to set the delegation.
-For more information on how to get started and detailed instructions, please refer to the [Volume DF](how-to-farm-volumedf.md) section.
+For more information on how to get started and detailed instructions, please refer to the [VolumeDF](how-to-farm-volumedf.md) section.
-### Challenge DF Substream
+### ChallengeDF Substream
-If you are a data scientist and enjoy tackling challenging problems, this is the perfect place for you. Challenge DF provides a weekly competition where you can test your skills in predicting the price of Ethereum. Rise against other participants to earn a place on the podium and receive a share of the available rewards.
+If you are a data scientist and enjoy tackling challenging problems, this is the perfect place for you. ChallengeDF provides a weekly competition where you can test your skills in predicting the price of Ethereum. Rise against other participants to earn a place on the podium and receive a share of the available rewards.
This opportunity allows you to explore the capabilities offered by Ocean Protocol and gain valuable exposure. As your models and skills improve, you can publish your models on the main network and begin monetizing your work.
-For detailed instructions and information on how to get started, please refer to the [Challenge DF](how-to-farm-challengedf.md) section.
+For detailed instructions and information on how to get started, please refer to the [ChallengeDF](how-to-farm-challengedf.md) section.
diff --git a/user-guides/data-farming/how-to-challengedf.md b/user-guides/data-farming/how-to-challengedf.md
index 7720eeeb..b1bf0418 100644
--- a/user-guides/data-farming/how-to-challengedf.md
+++ b/user-guides/data-farming/how-to-challengedf.md
@@ -2,15 +2,15 @@
description: Make extra dosh with building prediction models
---
-# Harvest More Yield in Challenge DF
+# How to ChallengeDF
-## Get More Rewards from Challenge DF
+## Get More Rewards from ChallengeDF
The core focus of the Data Farming dApp lies in incentivizing OCEAN rewards for the curation and publication of valuable assets within the Ocean ecosystem.
-If you're eager to begin extracting value from data but aren't sure how to get started, then Challenge DF is here to help!
+If you're eager to begin extracting value from data but aren't sure how to get started, then ChallengeDF is here to help!
By participating in the weekly data challenges of predicting the price of Ethereum, you will become familiar with the Ocean Protocol stack and with building predictions that can be sold for money.
@@ -42,7 +42,7 @@ Follow the README steps to publish your model and compete in the challenge.
#### Step 5 - Check weekly results
-Challenge DF weekly results become available at the end of every Data Farming round and can be viewed in the Challenges page.
+ChallengeDF weekly results become available at the end of every Data Farming round and can be viewed in the Challenges page.
The top 3 competitors win prizes and are visible in the leaderboard.
@@ -53,8 +53,8 @@ The top 3 competitors win prizes and are visible in the leaderboard.
To view and claim your rewards:
1. Make sure your wallet is connected.
-2. Your Challenge DF substream rewards will be displayed to the left besides "rewards". As you can see, it will be added to other active rewards that can be claimed besides "total rewards".
-3. To claim all Active Rewards including your Challenge DF rewards, simply click on the "Claim Rewards" button.
+2. Your ChallengeDF substream rewards will be displayed to the left besides "rewards". As you can see, it will be added to other active rewards that can be claimed besides "total rewards".
+3. To claim all Active Rewards including your ChallengeDF rewards, simply click on the "Claim Rewards" button.
diff --git a/user-guides/data-farming/how-to-veocean.md b/user-guides/data-farming/how-to-veocean.md
index 487cf023..c318284e 100644
--- a/user-guides/data-farming/how-to-veocean.md
+++ b/user-guides/data-farming/how-to-veocean.md
@@ -12,7 +12,7 @@ description: Get veOCEAN tokens to use the Data Farming dApp and make yield!
### What is veOCEAN and why do you want it? 🌊
-In order to **gain yield Data Farming**, you will need to lock your OCEAN tokens first! When you lock your OCEAN tokens, you get **veOCEAN tokens** and **weekly passive OCEAN rewards** in return. veOCEAN is a token used in Ocean Protocol's Data Farming dApp to **generate even more yield,** called **Volume DF rewards**, for allocating your veOCEAN tokens to your favorite assets and get a portion of their sales!
+In order to **gain yield Data Farming**, you will need to lock your OCEAN tokens first! When you lock your OCEAN tokens, you get **veOCEAN tokens** and **weekly passive OCEAN rewards** in return. veOCEAN is a token used in Ocean Protocol's Data Farming dApp to **generate even more yield,** called **VolumeDF rewards**, for allocating your veOCEAN tokens to your favorite assets and get a portion of their sales!
### Don't have OCEAN tokens yet? Get those first!
diff --git a/user-guides/data-farming/how-to-volumedf.md b/user-guides/data-farming/how-to-volumedf.md
index 221721e6..29ff364c 100644
--- a/user-guides/data-farming/how-to-volumedf.md
+++ b/user-guides/data-farming/how-to-volumedf.md
@@ -2,11 +2,11 @@
description: Make extra dosh by curating datasets in Data Farming
---
-# Harvest More Yield in Volume DF
+# How to VolumeDF
-## Get More Rewards from Volume DF
+## Maximize APY with VolumeDF
The bread and butter of the Data Farming dApp is incentivizing OCEAN rewards for curating and publishing valuable assets in the Ocean ecosystem.