Update README.md

README.md

@@ -46,13 +46,13 @@ configs:
     path: data/test-*
 ---
 
-[![Visualize Dataset on Visual Layer](https://img.shields.io/badge/Visualize%20on-%20Visual%20Layer-purple?style=for-the-badge&logo=numpy)](https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10-e605d78f584b/data?p=1&page=1)
+[![Visualize Dataset on Visual Layer](https://img.shields.io/badge/Visualize%20on-%20Visual%20Layer-purple?style=for-the-badge&logo=numpy)](https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10-e605d78f584b/data?p=1&page=1&utm_source=hugging_face)
 
 <video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/6195f404c07573b03c61702c/jQPvVpNJBB6M_9Mcun5eb.mp4"></video>
 
 # COCO-2014-VL-Enriched
 
-An enriched version of the COCO 2014 dataset with label issues! The label issues helps to curate a cleaner and leaner dataset.
+An enriched version of the COCO 2014 dataset with label issues! The label issues help to curate a cleaner and leaner dataset.
 
 ## Description
 The dataset consists of 6 columns:
@@ -72,12 +72,12 @@ More in this [notebook](usage.ipynb).
 
 ## Interactive Visualization
 Visual Layer provides a platform to interactively visualize a dataset and highlight quality issues such as duplicates, mislabels, outliers, etc.
-Check it out [here](https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10-e605d78f584b/data?p=1&page=1). No sign-up required.
+Check it out [here](https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10-e605d78f584b/data?p=1&page=1&utm_source=hugging_face). No sign-up required.
 
 <video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/6195f404c07573b03c61702c/jQPvVpNJBB6M_9Mcun5eb.mp4"></video>
 
 <div style="text-align: center;">
-  <a href="https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10-e605d78f584b/data?p=1&page=1">
+  <a href="https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10-e605d78f584b/data?p=1&page=1&utm_source=hugging_face">
     <img src="https://img.shields.io/badge/Visualize%20on-%20Visual%20Layer-purple?style=for-the-badge&logo=numpy" alt="Visualize Dataset on Visual Layer">
   </a>
 </div>
@@ -85,7 +85,7 @@ Check it out [here](https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10
 
 ## License & Disclaimer
 
-We provide no warranty on the dataset, and the user takes full responsibility for the usage of the dataset. By using the dataset, you agree to the terms of the ImageNet-1K dataset license.
+We provide no warranty on the dataset, and the user takes full responsibility for the usage of the dataset. By using the dataset, you agree to the terms of the COCO dataset license.
 
 ## About Visual Layer