Update README.md

README.md

@@ -78,11 +78,29 @@ The dataset could be used for:
 
 I have not been able to figure out how to parse the atproto image ref bytes into a image or blob url. I would appreciate a PR for that.
 
-I have been made aware that users wish to manipulate the data as a CSV. Here is how you can do so (provided you have the parquet file in the /data folder)
+The dataset is meant to be downloaded with the huggingface load_dataset() function. From there you can either run the dataset as a iterable stream so you do not have to worry about memory or you can convert to a pandas dataframe.
 
+Note that you will need the to install the following libraries:
 ```bash
-pip install pandas pyarrow
+pip install pandas pyarrow datasets huggingface_hub
+```
+
+To download/load the huggingface dataset:
+```python
+from datasets import load_dataset
+dataset = load_dataset("Roronotalt/bluesky")
+```
+
+To pandas:
+```python
+new_dataset = dataset.to_pandas()
+```
+
+You can then save the pandas dataframe as a csv.
 
+Alternativley if you download the provided dataset parquet file in /data, you can convert the file to a csv using the following python code: 
+
+```bash
 python -c "import pandas as pd;
 df = http://pd.read_parquet('train-0000.parquet', engine='pyarrow');
 http://df.to_csv('output_file.csv', index=False)