import pandas as pd FILE = "~/Downloads/woodmac-learners.csv" df = pd.read_csv(FILE) df[["Email", "Domain"]] = df["Email"].str.split("@", expand=True) non_woodmac = df[df["Domain"] != "woodmac.com"] print("All Non WoodMac Domains Status (Combined Domains)") not_wm_status = non_woodmac.value_counts(subset=["Status"]).sort_index() print(not_wm_status) print("WoodMac Domain Only Status") filter_woodmac = df[df["Domain"] == "woodmac.com"] woodmac_status = filter_woodmac.value_counts(subset=["Domain", "Status"]).sort_index() print(woodmac_status)