Update datasets-spark.md

Author: leopardracer

docs/hub/datasets-spark.md

@@ -165,7 +165,7 @@ To filter the dataset and only keep dialogues in Chinese:
 ```
 
 It is also possible to apply filters or remove columns on the loaded DataFrame, but it is more efficient to do it while loading, especially on Parquet datasets.
-Indeed, Parquet contains metadata at the file and row group level, which allows to skip entire parts of the dataset that don't contain samples that satisfy the criteria. Columns in Parquet can also be loaded indepentently, whch allows to skip the excluded columns and avoid loading unnecessary data.
+Indeed, Parquet contains metadata at the file and row group level, which allows to skip entire parts of the dataset that don't contain samples that satisfy the criteria. Columns in Parquet can also be loaded independently, whch allows to skip the excluded columns and avoid loading unnecessary data.
 
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