The Polygon Blockchain by the Numbers

Jul 2, 2021Download as PPTX, PDF1 like611 views

This presentation shows some cool analytics about the recent adoption of the Polygon blockchain and draws some comparison to the Ethereum blockchain.

A Deep Dive Into Analytics for the Polygon
Platform
June 2021

Agenda
● What is Polygon?
● Awesome Polygon analytics
● Some opportunities to think about
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Quick Q2 2021 Highlights
● Over 30 new institutional customers for ITB analytics
● Massive increase in capital allocated to DeFi quant strategies from some of the top
asset managers in the crypto market
● New capabilities : Mining insights, Curve analytics, Polygon analytics
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Lots of new customer launches…
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

New capabilities…
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
Mining Insights

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
Polygon and Curve Analytics

Ethereum Internet of Blockchains...
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
Polygon
Two major types of solutions
● Secured chains (“L2 Aggregator”)
○ zkRollups
○ Optimistic Rollups
○ Shared security chains
○ Plasma etc.
● Stand alone chains (Sidechains)
Interoperability Protocol
Has some analogies with Polkadot and
Cosmos

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
The Architecture

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
The Ethereum Layer
Polygon chains can rely on Ethereum
for smart contract execution
There are four fundamental building
blocks of Ethereum used in the
Polygon platform
● Finality
● Staking
● Dispute resolution
● Message relaying

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
The Security Layer
This layer is completely optional
It includes a series of validators that
can assess the validity of any
Ethereum chain
It enables two fundamental
capabilities
● Validator management
● Polygon chain validation

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
The Network Layer
A group of independent blockchain
networks
Some key capabilities of this layer
includes
● Transaction collation
● Block production
● Consensus mechanisms

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
The Execution Layer
A group of independent blockchain
networks
It includes two sublayers
● Pluggable EVM implementations
● Smart contract execution

A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
A Fast Growing Ecosystem

Is Polygon for real?
Polygon adoption by the numbers

Transactions and Addresses…
SOCIAL ANALYTICS FOR CRYPTO: MYTHS, REALITIES, GPT-3 AND SOME ASTONISHING DATA SCIENCE

Polygon Transactions
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Ethereum Transactions
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon Active Addresses
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Ethereum Active Addresses
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon Large Transactions
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Ethereum Large Transactions
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Gas Costs
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon Gas Cost Trends
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Ethereum Gas Cost Trends
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon Fees Trends
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Contracts
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon ERC-20 Contracts
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Blocks
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon Block Size
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon Bridge
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon Bridge Inflows
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon Bridge Outflows
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Polygon Bridge Balances
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Interesting opportunities in Polygon today

Asymmetrical DeFi Opportunities
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM
+ =

Summary
● Polygon is one of the most exciting blockchain runtimes in the Ethereum ecosystem
● Polygon is a very attractive ecosystem for DeFi and NFT projects
● Analytics clearly show a growing adoption in the Polygon ecosystem
● Polygon offers a set of asymmetrical opportunities for generating high returns in DeFi
A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

Thank You!
Jesus Rodriguez
jr@intotheblock.io
medium.com/@jrodthoughts
intotheblock.com

Polygon is a protocol that allows for building Ethereum-compatible blockchain networks to provide scalability solutions like sidechains and layer 2 options. It aims to create an ecosystem connecting multiple scaling solutions through its growing suite of products that offers developers access to solutions like rollups, sidechains, and standalone chains. Polygon is focused on applications in gaming and NFTs, providing tools and infrastructure to help developers build on its network.

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This document outlines 15 lessons learned from building large-scale machine learning systems in the real world. Some key challenges discussed include data scientists not being well-suited for engineering work, traditional development methodologies not working for machine learning, the difficulty of data labeling and feature extraction, and the complexities of training, executing, operationalizing, and securing machine learning models at scale. The document provides ideas to address these challenges such as establishing separate data science and engineering teams, implementing automated data labeling strategies, leveraging centralized feature stores, and adopting techniques like transfer learning and continual learning.

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This document discusses using machine intelligence to analyze crypto-assets. It argues that traditional financial analysis methods do not work for crypto-assets due to a lack of fundamentals data and limited historical price data. It proposes that a new form of technical and quantitative analysis is needed based on blockchain data signals. Machine learning could help identify patterns in blockchain data to better understand and potentially predict the behavior of crypto-assets. The presenter is the CTO of IntoTheBlock and believes machine learning has potential to improve crypto-asset analysis by learning from real-time behavior and correlating on-chain data with price movements.

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The document discusses key considerations for enterprise blockchain implementations, including selecting a blockchain platform, runtime, and complementary technology stacks. It analyzes popular permissioned blockchain platforms like Hyperledger Fabric, Sawtooth, and Corda and cloud services from Azure, AWS, IBM and others. It also reviews relevant technology stacks for integration, testing, data storage, access and security. The conclusion recommends starting small and iterating when establishing a blockchain strategy to address challenges of real-world solutions.

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The Polygon Blockchain by the Numbers

1. A Deep Dive Into Analytics for the Polygon Platform June 2021

2. Agenda ● What is Polygon? ● Awesome Polygon analytics ● Some opportunities to think about A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

3. A quick update about IntoTheBlock…

4. Quick Q2 2021 Highlights ● Over 30 new institutional customers for ITB analytics ● Massive increase in capital allocated to DeFi quant strategies from some of the top asset managers in the crypto market ● New capabilities : Mining insights, Curve analytics, Polygon analytics A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

5. Lots of new customer launches… A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

6. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

7. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

8. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

9. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

10. New capabilities… A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

11. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM Mining Insights

12. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM Polygon and Curve Analytics

13. What is Polygon?

14. Ethereum Internet of Blockchains... A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

15. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM Polygon Two major types of solutions ● Secured chains (“L2 Aggregator”) ○ zkRollups ○ Optimistic Rollups ○ Shared security chains ○ Plasma etc. ● Stand alone chains (Sidechains) Interoperability Protocol Has some analogies with Polkadot and Cosmos

16. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM The Architecture

17. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM The Ethereum Layer Polygon chains can rely on Ethereum for smart contract execution There are four fundamental building blocks of Ethereum used in the Polygon platform ● Finality ● Staking ● Dispute resolution ● Message relaying

18. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM The Security Layer This layer is completely optional It includes a series of validators that can assess the validity of any Ethereum chain It enables two fundamental capabilities ● Validator management ● Polygon chain validation

19. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM The Network Layer A group of independent blockchain networks Some key capabilities of this layer includes ● Transaction collation ● Block production ● Consensus mechanisms

20. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM The Execution Layer A group of independent blockchain networks It includes two sublayers ● Pluggable EVM implementations ● Smart contract execution

21. A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM A Fast Growing Ecosystem

22. Is Polygon for real? Polygon adoption by the numbers

23. Transactions and Addresses… SOCIAL ANALYTICS FOR CRYPTO: MYTHS, REALITIES, GPT-3 AND SOME ASTONISHING DATA SCIENCE

24. Polygon Transactions A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

25. Ethereum Transactions A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

26. Polygon Active Addresses A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

27. Ethereum Active Addresses A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

28. Polygon Large Transactions A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

29. Ethereum Large Transactions A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

30. Gas Costs A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

31. Polygon Gas Cost Trends A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

32. Ethereum Gas Cost Trends A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

33. Polygon Fees Trends A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

34. Contracts A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

35. Polygon ERC-20 Contracts A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

36. Blocks A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

37. Polygon Block Size A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

38. Polygon Bridge A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

39. Polygon Bridge Inflows A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

40. Polygon Bridge Outflows A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

41. Polygon Bridge Balances A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

42. Interesting opportunities in Polygon today

43. Asymmetrical DeFi Opportunities A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM + =

44. Summary ● Polygon is one of the most exciting blockchain runtimes in the Ethereum ecosystem ● Polygon is a very attractive ecosystem for DeFi and NFT projects ● Analytics clearly show a growing adoption in the Polygon ecosystem ● Polygon offers a set of asymmetrical opportunities for generating high returns in DeFi A DEEP DIVE INTO ANALYTICS FOR THE POLYGON PLATFORM

46. Thank You! Jesus Rodriguez [email protected] medium.com/@jrodthoughts intotheblock.com

The Polygon Blockchain by the Numbers

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