Update README.md

README.md

@@ -80,7 +80,7 @@ Main Columns:
 <!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
 We construct the dataset by scraping user-generated prompts from the Midjourney Discord server.
 The server contains channels in which a user can type a prompt and arguments, and then the Midjourney bot would reply with 4 generated images, combined together into a grid. Then, if the user is satisfied with one of the 4 images, they can send an 'upscale' command to the bot, to get an upscaled version of the desired image.
-We randomly choose one of the 'newbies' channels, where both new and experienced users are experimenting with general domain prompts. We collect $693,528$ prompts (From 23 January to 1 March 2023), together with their matching images and meta-data such as timestamps and user ids (which we anonymize).
+We randomly choose one of the 'newbies' channels, where both new and experienced users are experimenting with general domain prompts. We collect 693,528 prompts (From 23 January to 1 March 2023), together with their matching images and meta-data such as timestamps and user ids (which we anonymize).
 
 #### Data Collection and Processing
 
@@ -99,7 +99,7 @@ The Midjourney Discord is an open community that allows others to use images and
 Paying users do own all assets they create, and therefore we do not include the image files in our dataset, but only links to them.
 
 
-### Recommendations, Risks. and Limitations
+### Recommendations, Risks, and Limitations
 
 <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->