parity_map = {
    "MidTerrace": "Mid-Terrace",
    "EndTerrace": "End-Terrace",
    "Detached": "Detached",
    "SemiDetached": "Semi-Detached",
    "EnclosedMidTerrace": "Enclosed Mid-Terrace",
    "EnclosedEndTerrace": "Enclosed End-Terrace",
}

# MidTerrace            41462
# EndTerrace            20910
# Detached              16875
# SemiDetached          14725
# EnclosedMidTerrace     3176
# EnclosedEndTerrace     2393