Update README.md

README.md

@@ -13,14 +13,14 @@ license: mit
 - Reference
 
 ## Data
-#### Collection for On chain Data
-We collect the data through BigQuery, and the code we used is attached here.
+#### Collection for On-chain Data
+We collect the data through BigQuery, and the code we used is in [Query](https://huggingface.co/datasets/dkublockchain/FinML_Chain/blob/main/data/DataQuery.txt)
 
 [Code for querying data](./data/DataQuery.txt)
 
 You can also refer to [BigQuery](https://console.cloud.google.com/bigquery?p=bigquery-public-data&d=crypto_ethereum_classic&page=dataset&project=psyched-service-412017&ws=!1m9!1m4!4m3!1sbigquery-public-data!2sethereum_blockchain!3slive_blocks!1m3!3m2!1sbigquery-public-data!2scrypto_ethereum_classic&pli=1) for more information. 
 
-#### Collection for Off chain Data
+#### Collection for Off-chain Data
 
 
 
@@ -55,7 +55,8 @@ You can also refer to [BigQuery](https://console.cloud.google.com/bigquery?p=big
 
 | Variable Name          | Description                       | Type    |
 |------------------------|-----------------------------------|---------|
-| chat text              | people's chat sentences           | String  |
+| chat text              | people's chat (sentences)           | String  |
+
 
 
 ## Code
@@ -68,4 +69,20 @@ You can also refer to [BigQuery](https://console.cloud.google.com/bigquery?p=big
 
 ## Results
 
+### Train-test split
+
+<table>
+    <tr>
+        <td> Train-test split at Token-airdrop period</td>
+        <td><img src="./results/s1.png" alt="dex-to-cex"></td>
+        <td><a href="./results/s3.png">Basline results for Token-airdrop period</a></td>
+    </tr>
+    <tr>
+        <td> Train-test split at normal period</td>
+        <td><img src="./results/s2.png" alt="dex-to-cex"></td>
+        <td><a href="./results/s4.png">Basline results for Normal-airdrop period</a></td>
+    </tr>
+   
+</table>
+