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Update build-data.md (#5464)
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* Update build-data.md

* Update build-data.md

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Co-authored-by: filippoweb3 <[email protected]>
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muddlebee and filippoweb3 authored Jan 10, 2024
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34 changes: 19 additions & 15 deletions docs/build/build-data.md
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Expand Up @@ -11,7 +11,7 @@ The tools that accentuate and aggregate the data within blockchains are integral
future. Parachains will need robust and secure ways to index and aggregate data, such as a data
aggregation layer.

## Indexing and Querying
## Custom Indexer

### Subsquid

Expand All @@ -21,7 +21,7 @@ query Substrate chain state and history.
Subsquid replaces direct gRPC node access with performant Squid archive gateways, allowing quick
synchronization of the API with the historical on-chain data.

Subsquid-powered APIs support filtering, pagination, union types, interfaces and full-text search
Subsquid-powered APIs support filtering, pagination, union types, interfaces, and full-text search
out-of-the-box, and can be further extended with custom GraphQL resolvers.

### SubQuery
Expand All @@ -33,14 +33,25 @@ fully-featured indexer, so you don’t have to, with:
- automatic support for any Substrate network
- support for all Polkadot smart contract frameworks (FrontierEVM, Acala EVM+, and Wasm)
- automated historical state tracking to enable faster partial re-indexing
- a lightweight and portable design that doesn't require centralised archives
- a lightweight and portable design that doesn't require centralized archives
- full support for GraphQL filtering, pagination, interfaces, subscriptions, and aggregations
- a future decentralized network acts as chain-agnostic data aggregation, indexing, and querying
layer between blockchains and applications that will not require centralised services.
layer between blockchains and applications that will not require centralized services.

To start building, head to the [SubQuery documentation](https://academy.subquery.network/) where
you'll find quick start guides and walkthrough developer tutorials.

### The Graph

[The Graph](https://thegraph.com/en/) is a layer-1 indexing tool and querying layer for the
decentralized web, who announced an integration plan to bring
[indexing and querying to Polkadot](https://medium.com/polkadot-network/the-graph-bringing-indexing-and-querying-to-polkadot-6b433e381fe8).

The Graph allows developers to build and publish open APIs, called subgraphs. Applications can query
subgraphs using [GraphQL](https://graphql.org/).

## Analytics platform

### Dolpha Analytics

[Dolpha Analytics](https://dolpha.com/) is an on-chain data analytics and insights platform for the
Expand All @@ -52,34 +63,27 @@ ecosystems, perform due diligence, surface signals, and make informed data-drive
[Web3GO](https://web3go.xyz/) is a Polkadot-based open data analytics platform that provides
infrastructure and tooling to help users visualize, curate, share, and analyze on-chain data.

### The Graph

[The Graph](https://thegraph.com/en/) is a layer-1 indexing tool and querying layer for the
decentralized web, who announced an integration plan to bring
[indexing and querying to Polkadot](https://medium.com/polkadot-network/the-graph-bringing-indexing-and-querying-to-polkadot-6b433e381fe8).

The Graph allows developers to build and publish open APIs, called subgraphs. Applications can query
subgraphs using [GraphQL](https://graphql.org/).

### Covalent

[Covalent](https://www.covalenthq.com/) offers a unified API to understand the data on a blockchain,
and is currently live on the [Moonbeam](https://moonbeam.network/) network, bringing visibility to
billions of blockchain data points to Polkadot via their unified API. The approach to deploy on
billions of blockchain data points to Polkadot via their unified API. The approach to deploying on
Moonbeam simplifies the development of Polkadot-based blockchain applications as compared to
implementing a full parachain or parathread.

Covalent captures the entire history of blockchains and offers a way to zoom into data points
recorded in smart contracts that are often not accessible.

## Data warehouse

### BigQuery by Google Cloud

[BigQuery](https://cloud.google.com/bigquery) makes Polkadot blockchain data available for Google
Cloud users. Check this
[announcement](https://cloud.google.com/blog/products/data-analytics/data-for-11-more-blockchains-in-bigquery-public-datasets)
for details on how to access the data.

### Polkadot-based Explorers
## Block Explorers

As you can imagine, blockchain explorers also offer data analytics through an interface where users
can examine common data points.
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8 changes: 4 additions & 4 deletions docs/maintain/maintain-guides-how-to-validate-polkadot.md
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Expand Up @@ -54,10 +54,10 @@ You can have a rough estimate on that by using the methods listed
[here](../general/faq.md/#what-is-the-minimum-stake-necessary-to-be-elected-as-an-active-validator).
To be elected into the set, you need a minimum stake behind your validator. This stake can come from
yourself or from [nominators](../learn/learn-nominator.md). This means that as a minimum, you will
need enough DOT to set up stash (and optionally a staking [proxy account](../learn/learn-proxies.md)) with
the existential deposit, plus a little extra for transaction fees. The rest can come from
nominators. To understand how validators are elected, check the
[NPoS Election algorithms](../learn/learn-phragmen.md) page.
need enough DOT to set up stash (and optionally a staking
[proxy account](../learn/learn-proxies.md)) with the existential deposit, plus a little extra for
transaction fees. The rest can come from nominators. To understand how validators are elected, check
the [NPoS Election algorithms](../learn/learn-phragmen.md) page.

:::info On-Chain Data for Reference

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