The source of data is the Bureau of Labor Statistics. You can download the data from http://download.bls.gov/pub/time.series/sm/ .
Please download the sm.data.1.Alldata from below link and then you can run the notebook commands in pandas_bls.gov.ipynb . http://download.bls.gov/pub/time.series/sm/sm.data.1.AllData