Just for record sake, here is what ended up being used:
import pandas as pd
df = pd.read_html(url)[0]
df = df[df['Progress Point'] != 'Cancelled']
columns_to_drop = ['Line Nbr', 'Total Qty', 'Catalog Description', 'Shipping Loc', 'Reserved Qty', 'Shipment Leg']
df =...