Update README.md

Author: loubnabnl

kaggle/README.md

@@ -41,11 +41,11 @@ python retrieve_metadata.py
 ```
 
 ## Add Kaggle datasets information
-In teh metadata we retrived, we can sometimes find the description of the datasets used in the notebooks. In this section we want to add more information on these datasets such as the column names, some examples and `df.info()` to get more context on what's happening in the notebook. To do that we download the datasets used in the notebooks using Kaggle API.
+In the metadata we retrieved, we can sometimes find the description of the datasets used in the notebooks. In this section we want to add more information on these datasets such as the column names, some examples and `df.info()` to get more context on what's happening in the notebook. To do that we download the datasets used in the notebooks using Kaggle API.
 
 Login to Kaggle with your API Key (see [documentation](https://www.kaggle.com/docs/api)) and run:
 ```bash
 python retreive_dataset.py --total-slices 4000 --ith-slice 0 --get-datainfo --download-data
 ```
 
-You can find the final Kaggle dataset where we added relevant metadata at [starcoderdata_extras](https://huggingface.co/datasets/HuggingFaceTB/starcoderdata_extras).
+You can find the final Kaggle dataset where we added relevant metadata at [starcoderdata_extras](https://huggingface.co/datasets/HuggingFaceTB/starcoderdata_extras).