Update README.md

README.md

@@ -17,43 +17,33 @@ task_categories:
 
 # Codatta Crypto Address Annotations (Sample)
 
-## Dataset Summary
+## Overview
 
-This repository contains a **10,000-row sample** of the Codatta Crypto Address Annotations database. The full dataset comprises over **500 million** labeled address pairs across multiple blockchains.
+This dataset is a **10,000-row sample** of the comprehensive Codatta Crypto Address Annotations database. The full database serves as a massive repository of over **500 million** labeled address pairs across multiple blockchains.
 
-The data provides critical metadata such as entity names, categories (e.g., Exchanges, DeFi, Scam), and risk levels. It is curated through a unique hybrid approach, combining high-quality community contributions from the **Codatta** platform and collaborative data from the **Microscope Protocol**.
+The data provides critical metadata aimed at solving the problem of fragmented and siloed blockchain information. It includes entity names, functional categories (e.g., Exchanges, DeFi, Scam), and risk assessments. The dataset is curated through a unique hybrid approach that bridges crowdsourced intelligence with standardized open protocols:
 
-By bridging crowdsourced intelligence with standardized open protocols, this dataset aims to solve the problem of fragmented and siloed blockchain metadata.
+* **Codatta Platform:** Aggregates data from a decentralized data intelligence network, verified by a community of contributors.
+* **Microscope Protocol:** Utilizes an open-source initiative for collaborative crypto address labeling to ensure high fidelity and standardization.
 
+## Dataset Contents
 
-## Data Sources & Protocols
-
-The high fidelity of this dataset is achieved through two primary sources:
-
-1.  **Codatta Platform:** Data aggregated from Codatta's decentralized data intelligence network, verified by the contributor community.
-    
-2.  **Microscope Protocol:** We utilize the Microscope Protocol, an open-source initiative for collaboratively labeling crypto addresses.
-    * **Official Website:** [https://microscopeprotocol.net/](https://microscopeprotocol.net/)
-    * **Context:** [Microscope: Protocol for Collaboratively Labeling Crypto Addresses (Coinbase Blog)](https://www.coinbase.com/blog/microscope-protocol-for-collaboratively-labeling-crypto-addresses)
-
-## Dataset Structure
-
-### Data Fields
+The dataset contains structured metadata for crypto addresses. The specific data fields included in this sample are:
 
 * **`chain`** (string): The blockchain network (e.g., `bitcoin`, `ethereum`).
-* **`address`** (string): The wallet or contract address.
-* **`name`** (string): Specific label name (e.g., "Binance Deposit Address").
-* **`entity`** (string): The entity owning the address (e.g., "Binance").
-* **`category`** (string): Functional classification (e.g., `CEX`, `DeFi`, `Scam`). See full list at [Microscope Protocol Categories](https://docs.microscopeprotocol.xyz/onboarding/data/categories).
-* **`source`** (string): Origin of the label (`ground_truth`, `external`, `heuristics`, `machine_learning`).
-
+* **`address`** (string): The specific wallet or smart contract address.
+* **`name`** (string): The specific label name (e.g., "Binance Deposit Address").
+* **`entity`** (string): The entity that owns or controls the address (e.g., "Binance").
+* **`category`** (string): Functional classification (e.g., `CEX`, `DeFi`, `Scam`).
+    * *Reference:* Full category list available at [Microscope Protocol Categories](https://docs.microscopeprotocol.xyz/onboarding/data/categories).
+* **`source`** (string): The origin of the label, such as `ground_truth`, `external`, `heuristics`, or `machine_learning`.
 
-## Full Dataset Statistics
+## Key Statistics
 
-While this repository provides a 10k sample for testing and research, our complete database covers a massive scale of on-chain entities. Below is the distribution of our full **517.61 Million** labeled pairs.
+While this repository provides a sample for testing, the complete Codatta database covers a massive scale of on-chain entities. Below is the distribution of the full **517.61 Million** labeled pairs.
 
 ### 1. Distribution by Chain
-*Total labeled (chain, address) pairs: 517,609,906*
+*(Total labeled pairs: 517,609,906)*
 
 | Chain | Address Count |
 | :--- | :--- |
@@ -66,7 +56,6 @@ While this repository provides a 10k sample for testing and research, our comple
 | **Arbitrum** | 3,488,054 |
 | **Avalanche** | 3,369,625 |
 | **Base** | 233,495 |
-| *Others (Litecoin, Solana, etc.)* | < 2,000 |
 
 ### 2. Distribution by Category (Top Categories)
 
@@ -87,11 +76,16 @@ While this repository provides a 10k sample for testing and research, our comple
 | **Darknet** | 2,110,659 |
 | **Sanctioned** | 1,101,861 |
 
-*(Table truncated for brevity; other categories include Lending User, Liquid Staking, NFT, etc.)*
+## Usage
 
-## Access to Full Dataset
+This **10k sample** is released publicly to foster research, demonstrate data quality, and allow developers to test data integration.
 
-We are releasing this **10k sample** publicly to foster research and demonstrate data quality. 
+* **Research & Testing:** Use this sample to evaluate the schema, label accuracy, and coverage for tasks like token classification or entity recognition.
+* **Commercial & Advanced Use:** Users interested in accessing the full dataset (500M+ labels) for commercial applications, advanced analytics, or security integration should contact the Codatta team directly.
 
-**If you are interested in accessing the full dataset (500M+ labels) for commercial use, advanced analytics, or security integration, please contact us.**
+## License and Open-Source Details
 
+* **License:** This dataset is released under the **OpenRAIL** license.
+* **Protocol:** The data structure aligns with the **Microscope Protocol**, an open-source initiative.
+    * **Official Website:** [https://microscopeprotocol.net/](https://microscopeprotocol.net/)
+    * **Context:** [Microscope: Protocol for Collaboratively Labeling Crypto Addresses (Coinbase Blog)](https://www.coinbase.com/blog/microscope-protocol-for-collaboratively-labeling-crypto-addresses)