Update README.md

README.md

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 # Dataset Summary
 
-This dataset is a filtered collection of posts and comments from Reddit in the year 2024. It has been prepared for research and educational purposes. This dataset includes public web data from various subreddits, providing a snapshot of the discussions happening on the platform during this period. The dataset has been processed to anonymize personal information, specifically email addresses and IP addresses, ensuring the privacy of individuals while maintaining the integrity and context of the data.
+This dataset is a filtered collection of posts and comments from Reddit in the year 2024. It has been prepared for research and educational purposes. This dataset includes public web data from various subreddits, providing a snapshot of the discussions happening on the platform during this period. The dataset has been processed to anonymize any personal information found in the posts and comments, specifically email addresses and IP addresses, ensuring the privacy of individuals while maintaining the integrity and context of the data.
 
 ### Supported Tasks and Leaderboards
 
@@ -139,7 +139,7 @@ The dataset has been processed to anonymize personal information, specifically e
 
 ### Social Impact of Dataset
 
-With the release of this dataset, we aim to make an invaluable development resource available to the community at large. 
+With the release of this dataset, we aim to make this development resource available to the community at large. 
 
 ### Discussion of Biases
 
@@ -151,9 +151,9 @@ Efforts were made to minimize the amount of NSFW and toxic content present in th
 
 The dataset is released under the Open Data Commons Attribution License (ODC-By) v1.0 [CM2] [license](https://opendatacommons.org/licenses/by/1-0/).  Its availability is not an invitation to use any of the information for any illegal or unlawful purpose, or outside the scope of research or educational purposes.
 
-### Future work
+### Future Work
 
-Grass is a network for the acquisition of public web data, and we plan to continue building high quality, structured datasets for use in AI/ML research[CM4] .  In addition to future offerings, we will also continue to improve NAME in future iterations. 
+Grass is a network for the acquisition of public web data, and we plan to continue building high quality, structured datasets for use in AI/ML research[CM4] .  In addition to future offerings, we will also continue to improve UpVoteWeb in future iterations. 
 
 ### Citation Information