Reading a file from a private S3 bucket to a pandas dataframe

Question

I\'m trying to read a CSV file from a private S3 bucket to a pandas dataframe:

df = pandas.read_csv(\'s3://mybucket/file.csv\')

I can read

Answer 1

Update for pandas 0.22 and up:

If you have already installed s3fs (pip install s3fs) then you can read the file directly from s3 path, without any imports:

data = pd.read_csv('s3:/bucket....csv')

stable docs