Update README.md

README.md

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 <!-- Provide a longer summary of what this dataset is. -->
 The dataset consists of all listed balls and called strikes from Baseball Savant's [Statcast Search](https://baseballsavant.mlb.com/statcast_search) from 2016, when their video archives began, through the 2023 season.
-This dataset includes the date, type (eg. FF, fourseam fastball), mpt, spin rate, pitcher, batter, zone (1-14, corresponding to strike zone locations), count, inning, pitch result, and link to the video of the pitch.
+This dataset includes the date, type (eg. FF, fourseam fastball), mph, spin rate, pitcher, batter, zone (1-14, corresponding to strike zone locations), count, inning, pitch result, and link to the video of the pitch.
 
 - **Curated by:** Henry Freed
 - **License:** MIT