Integrated latest review changes

SUMMARY.md

@@ -137,6 +137,6 @@
     - [Delegate Curation](rewards/user-guides/how-to-delegate.md)
     - [Predict with Challenge DF](rewards/user-guides/how-to-challengedf.md)
 * [🤝 Contribute](contribute/README.md)
-  * [Partners & Collaborators](contribute/projects-using-ocean.md)
+  * [Collaborators](contribute/projects-using-ocean.md)
   * [Contributor Code of Conduct](contribute/code-of-conduct.md)
   * [Legal Requirements](contribute/legal-reqs.md)

contribute/README.md

@@ -11,7 +11,7 @@ coverY: 0
 
 ### Report a bug 🐞
 
-Do you think you see a bug in the code? To report a bug that _isn't a vulnerability_, go to the relevant GitHub repository, click on the _Issues_ tab, and select _Bug Report_.
+Have you found a bug in the code? To report a bug that _isn't a vulnerability_, go to the relevant GitHub repository, click on the _Issues_ tab, and select _Bug Report_.
 
 First, make sure that you search existing open + closed issues + PRs to see if your bug has already been reported there. If not, then go ahead and create a new bug report! 🦸
 
@@ -36,7 +36,7 @@ As with bug reports, don't forget to search existing open + closed issues + PRs
 
 ### Improve core software
 
-It takes a tribe of awesome coders to build the tech stack, and you're invited to pitch in 😊 We'd love to have you contribute to any repository within the `oceanprotocol` [GitHub](https://github.com/oceanprotocol) organization!
+It takes a tribe of awesome coders to build a tech stack, and you're invited to pitch in 😊 We'd love to have you contribute to any repository within the `oceanprotocol` [GitHub](https://github.com/oceanprotocol) organization!
 
 Before you start coding, please follow these basic guidelines:
 
@@ -68,12 +68,11 @@ If you need ANY help, then we're here to talk with you on [Discord](https://disc
 
 ### Improve the docs
 
-The docs repo can always be improved. If you found a mistake or have an improvement to make, then follow the steps in the [contribution workflow](./#your-contribution-workflow) to commit your changes.
+The docs repo can always be improved. If you found a mistake or have an improvement to make, then follow the steps in the [contribution workflow](./#your-contribution-workflow) to submit your changes.
 
 ### Apply for a developer job
 
 Do you REALLY love building on Ocean Protocol? Consider joining us full-time! Our openings are listed at [https://github.com/oceanprotocol/jobs](https://github.com/oceanprotocol/jobs).
 
 
-
-Check the [Community Page](https://www.oceanprotocol.com/community) for the social media links where you can join the buzz around Ocean or chat with us directly 😊 Toodles!
+Scroll a bit further, and at this page's footer, you'll find the social media links that allow you to join the Ocean community or engage in direct chats with us. 😊 Toodles!

contribute/projects-using-ocean.md

@@ -1,13 +1,13 @@
 ---
-title: Partners & Collaborators
+title: Collaborators
 description: We are so proud of the companies that use Ocean Protocol tools!
 ---
 
-# Partners & Collaborators
+# Collaborators
 
 <figure><img src="../.gitbook/assets/gif/anchorman-teamwork.gif" alt=""><figcaption></figcaption></figure>
 
-From startups to full enterprises, we have so many partners and collaborators using Ocean tech. Curious who's working with Ocean tools? Check out the up-to-date list of partners and collaborators on the [Ecosystem page](https://oceanprotocol.com/ecosystem).
+From startups to full enterprises, we have so many collaborators using Ocean tech. Curious who's working with Ocean tools? Check out the up-to-date list of collaborators on the [Ecosystem page](https://oceanprotocol.com/ecosystem).
 
 ### Show your support by trading OCEAN tokens
 

data-science/README.md

@@ -10,7 +10,7 @@ coverY: 0
 
 ### Why should data scientists use Ocean Protocol?
 
-Ocean Protocol is built for data scientists to **monetize data effectively and** solve the ["Data Value Creation Loop"](the-data-value-creation-loop.md). These [open-source tools](https://github.com/oceanprotocol) tackle some of **the biggest problems for data scientists**: how to sell data anonymously, how to sell compute jobs on datasets, how to control access to data, etc. By using blockchain architecture, Ocean achieves several tactical advantages over Web2 to solve these data sharing problems.
+Ocean Protocol is built for data scientists to **monetize data effectively and** solve the ["Data Value Creation Loop"](the-data-value-creation-loop.md). These [open-source tools](https://github.com/oceanprotocol) tackle some of **the biggest problems for data scientists**: how to sell data anonymously, how to sell compute jobs on datasets, how to control access to data, and many more. By leveraging blockchain architecture, Ocean achieves several tactical advantages over Web2 to solve these data sharing problems.
 
 ### What are some use cases for Ocean Protocol?
 

data-science/data-engineers.md

@@ -8,13 +8,13 @@ description: How to research where supply meets demand... 💰🧑‍🏫
 
 ### Simple Truths
 
-A lot of people miss the mark on tokenizing data that actually _sells_. If your goal is to make money, then you have to research target audiences, who's currently buying data, and \*correctly price\* your data to meet that demand.
+A lot of people miss the mark on tokenizing data that actually _sells_. If your goal is to make money, then you have to research target audiences, who's currently buying data, and **correctly price** your data to meet that demand.
 
 To figure out which market segments are paying for data, then it may help you to **go to the Ocean Market and sort by Sales.**
 
 But even then, it's not enough to just publish useful data on Ocean. **You need to market your data** **assets** to close sales.
 
-Have you tried all these things and are still having trouble making money? Never fear! You can enter one of the [data challenges](https://oceanprotocol.com/challenges) to make sweet OCEAN rewards and build your data science skills.
+If you're still encountering challenges in generating income, don't worry! You can enter one of the [data challenges](https://oceanprotocol.com/challenges) to make sweet OCEAN rewards and build your data science skills.
 
 But what if you're a well-heeled company looking to create dApps or source data predictions? You can kickstart the value creation loop by working with Ocean Protocol to [sponsor a data challenge](../user-guides/sponsor-a-data-challenge.md).
 

developers/community-monetization.md

@@ -24,7 +24,7 @@ If you’re part of an established organization or a growing startup, you’ll a
 
 We have always been super encouraging of anyone who wishes to build a dApp on top of Ocean or to fork Ocean Market and make their own data marketplace. And now, we have taken this to the next level and introduced more opportunities and even more fee customization options.
 
-Ocean empowers dApp operators like yourself to have greater flexibility and control over the fees you can charge. This means you can tailor the fee structure to suit your specific needs and ensure the sustainability of your project.  **The smart contracts enable you to collect a fee not only in consume, but also in fixed-rate exchange, also you can set the fee value.**  For more detailed information regarding the fees, we invite you to visit the [fees](contracts/fees.md) page.
+Ocean empowers dApp owners like yourself to have greater flexibility and control over the fees you can charge. This means you can tailor the fee structure to suit your specific needs and ensure the sustainability of your project.  **The smart contracts enable you to collect a fee not only in consume, but also in fixed-rate exchange, also you can set the fee value.**  For more detailed information regarding the fees, we invite you to visit the [fees](contracts/fees.md) page.
 
 Another new opportunity is using your own **ERC20** token in your dApp, where it’s used as the unit of exchange. This is fully supported and can be a great way to ensure the sustainability of your project.
 

developers/contracts/data-nfts.md

@@ -39,8 +39,6 @@ Our implementation has been built on top of the battle-tested [OpenZeppelin cont
 
 <figure><img src="../../.gitbook/assets/wallet/data_nft_open_sea.png" alt=""><figcaption><p>Data NFT on Open Sea</p></figcaption></figure>
 
-Ocean’s data NFT factory can deploy different types of data NFTs based on a variety of templates. Some templates could be tuned for data unions, others for DeFi, and others yet for enterprise use cases.
-
 Something else that we’re super excited about in the data NFTs is a cutting-edge standard called [ERC725](https://github.com/ERC725Alliance/erc725/blob/main/docs/ERC-725.md) being driven by our friends at [Lukso](https://lukso.network/about). The ERC725y feature enables the NFT owner (or a user with the “store updater” role) to input and update information in a key-value store. These values can be viewed externally by anyone.
 
 ERC725y is incredibly flexible and can be used to store any string; you could use it for anything from additional metadata to encrypted values. This helps future-proof the data NFTs and ensure that they are suitable for a wide range of projects that have not been launched yet. As you can imagine, the inclusion of ERC725y has huge potential and we look forward to seeing the different ways people end up using it. If you’re interested in using this, take a look at [EIP725](https://eips.ethereum.org/EIPS/eip-725#erc725y).

developers/contracts/pricing-schemas.md

@@ -68,7 +68,7 @@ With the fixed pricing model, you have the power to set a specific price for you
 
 This datatoken represents the access right to your data, so buyers don't have to worry about the technical details. If you ever want to adjust the price of your dataset, you have the flexibility to do so whenever you need.
 
-The fixed pricing model relies on the [createNftWithErc20WithFixedRate](https://github.com/oceanprotocol/contracts/blob/main/contracts/ERC721Factory.sol#LL674C14-L674C45) in the smart contract, which securely stores the pricing information for assets published using this model.
+The fixed pricing model relies on the [createWithDecimals](https://github.com/oceanprotocol/contracts/blob/d288e3f94cf6ba2be151a3284da0a3606a263bb9/contracts/pools/fixedRate/FixedRateExchange.sol#L201) in the smart contract, which securely stores the pricing information for assets published using this model.
 
 <details>
 
@@ -131,7 +131,7 @@ On the other hand, the free pricing model gives data consumers access to your as
 
 In this model, datatokens are allocated to a dispenser smart contract, which dispenses data tokens to users at no charge when they access your asset. This is perfect if you want to make your data widely available and encourage collaboration. It's particularly suitable for individuals and organizations working in the public domain or for assets that need to comply with open-access licenses.
 
-The fixed pricing model relies on the [createNftWithErc20WithDispenser](https://github.com/oceanprotocol/contracts/blob/main/contracts/ERC721Factory.sol#LL713C14-L713C45) in the smart contract, which securely stores the pricing information for assets published using this model.
+The fixed pricing model relies on the [create](https://github.com/oceanprotocol/contracts/blob/d288e3f94cf6ba2be151a3284da0a3606a263bb9/contracts/pools/dispenser/Dispenser.sol#L154) in the smart contract, which securely stores the pricing information for assets published using this model.
 
 <details>
 

developers/dev-faq.md

@@ -4,7 +4,7 @@ description: Commonly Asked Questions Regarding the Technical Aspects of the Oce
 ---
 ## Developement FAQ
 
-Have some questions about the Ocean Protocol tech-stack?
+Have some questions about the Ocean Protocol tech stack?
 
 Hopefully, you'll find the answers here! If not then please don't hesitate to reach out to us on [discord](https://discord.gg/EdmenE7eTj) - there are no stupid questions!
 
@@ -28,10 +28,10 @@ To access this data, some technical expertise is required. You can find this inf
 </details>
 
 <details>
-<summary>How can partners and developers use Ocean technology to build their own data marketplaces?</summary>
+<summary>How can collaborators and developers use Ocean technology to build their own data marketplaces?</summary>
 
 Ocean technology is open-source, community-funded, and freely available for use by anyone. 
-Anyone can fork various components from the Ocean [GitHub](https://github.com/oceanprotocol) repository and create their own. Additionally, Ocean empowers dApp operators with great flexibility and control over the fees they charge, allowing you to customize the fee structure to meet your specific needs and ensure your project's sustainability.
+Anyone can fork various components from the Ocean [GitHub](https://github.com/oceanprotocol) repository and create their own. Additionally, Ocean empowers dApp owners with great flexibility and control over the fees they charge, allowing you to customize the fee structure to meet your specific needs and ensure your project's sustainability.
 </details>
 
 <details>

discover/README.md

@@ -34,7 +34,7 @@ Ocean’s tools enable people to privately & securely publish, exchange, and con
 If you're wondering which types of data can be monetized through Ocean Protocol, the answer is that virtually any kind of data can be sold via the platform! 📊🎶📸🎥💼🎫🌐 This includes AI data, ML models, music data, images, videos, trading data, tickets, and essentially anything that can be accessed online.
 {% endhint %}
 
-To find out more about the amazing team behind Ocean, you can visit the [website](https://oceanprotocol.com/about).
+To find out more about the amazing team behind Ocean, you can visit the [website](https://oceanprotocol.com/about-us/foundation).
 
 Now that we've made you curious about our mission and how we're making a difference in the world, you won't want to miss this video featuring our co-founder, [Trent McConaghy](http://www.trent.st/). He'll share some fascinating insights into what we're doing and why it matters.
 

discover/faq.md

@@ -28,7 +28,7 @@ To understand more about Ocean's vision, check out this [blog post](https://blog
 <details>
 <summary>How does Ocean Protocol generate revenue?</summary>
 
-The protocol generates revenue through transaction fees, which are levied on all Ocean component transactions. These fees serve multiple purposes: they fund the ongoing development of Ocean technology and support the buy-and-burn process of the Ocean token.
+The protocol generates revenue through transaction fees. These fees serve multiple purposes: they fund the ongoing development of Ocean technology and support the buy-and-burn process of the Ocean token.
 
 To get a glimpse of the revenue generated on the Polygon network, which is the most frequently used network, you can find detailed information [here](https://polygonscan.com/address/0x042BFbd88c3998282153088604207b2AeF045b43#tokentxns).
 
@@ -59,7 +59,7 @@ This issue is similar to what any digital distribution platform faces. For insta
 <details>
 <summary>Is the Ocean Shipyard funded by $OCEAN?</summary>
 
-Ocean Shipyard is an early-stage grant program established to fund the next generation of Web3 dApps built on Ocean Protocol. It is made for entrepreneurs looking to build open-source Web3 solutions on Ocean, make valuable data available, build innovations, and create value for the Ocean ecosystem.
+Ocean Shipyard is an early-stage grant program established to fund the next generation of Web3 dApps built on Ocean Protocol. It is made for entrepreneurs looking to build Web3 solutions on Ocean, make valuable data available, build innovations, and create value for the Ocean ecosystem.
 More info on the [Shipyard](https://oceanprotocol.com/shipyard) page.
 </details>
 
@@ -123,14 +123,14 @@ The Ethereum network has the highest liquidity for $OCEAN.
 <details>
 <summary>Can the Ocean tech stack be used without utilizing the OCEAN token?</summary>
 
-All Ocean modules and components are open-source and freely available to the community. Developers can change the default currency from OCEAN to a different one for their marketplace.
+All Ocean modules and components are open-source and freely available to the community. Developers can change the default currency from OCEAN to a different one for their dApp.
 
 </details>
 
 <details>
 <summary>How does the ecosystem and the Ocean token benefit from the usage of the open-source tech stack when transactions can be paid in any currency?</summary>
 
-You are right, all Ocean modules and components are open-source and freely available to the community. Developers can change the default currency from OCEAN to a different one for their marketplace. But, there is a community fee involved in all transactions hapening in the ecosystem. 
+You are right, all Ocean modules and components are open-source and freely available to the community. Developers can change the default currency from OCEAN to a different one for their dApp. But, there is a community fee involved in all transactions hapening in the ecosystem.
 
 veOCEAN on the other hand, follows the model of other ve tokens, where it can be used for passive and active staking. By locking up your $OCEAN to veOCEAN, you automatically receive passive staking rewards. You can also earn active staking rewards by assigning your veOCEAN directly on datasets or through a proxy (psdnOCEAN), who deploy your veOCEAN at no risk, in order to gain a share of active rewards. Active rewards are based on transaction volume on specific data assets.
 </details>
@@ -163,6 +163,6 @@ However, it's important to note that participants using the Ocean stack are subj
 <details>
 <summary>Who is the right person to talk to regarding a marketing proposal or collaboration?</summary>
 
-For partnerships, please fill in this [form](https://docs.google.com/forms/d/e/1FAIpQLSdBz7cblsz5yuOKMVoPVfK0Pp1Xuqjwner1kCkRibIIbYMe-w/viewform). 
+For collaboration, please fill in this [form](https://docs.google.com/forms/d/e/1FAIpQLSdBz7cblsz5yuOKMVoPVfK0Pp1Xuqjwner1kCkRibIIbYMe-w/viewform). 
 One member of our team will reach out to you 🤝
 </details>

rewards/df-intro.md

@@ -63,7 +63,7 @@ Rewards are paid in OCEAN to contributors actively working to improve Ocean Prot
 
 ### What is Volume DF
 
-[Volume DF](df-volumedf.md#allocating-veocean) rewards Data Farmers that allocate their veOCEAN tokens to Ocean datasets. It's called Volume DF because the amount of rewards relies on assets that are actively generating Data Consume Volume.  
+[Volume DF](df-volumedf.md#curate-data-in-volume-df) rewards Data Farmers that allocate their veOCEAN tokens to Ocean datasets. It's called Volume DF because the amount of rewards relies on assets that are actively generating Data Consume Volume.  
 
 You can visit the follow tutorial learn how to [access Volume DF](user-guides/how-to-volumedf.md).