{
    "action": "final",
    "content": "## Most Common Values in Main Categorical Columns\n\nBased on the frequency analysis of the 2010-2026 NFL scores dataset, here are the most common values for each main categorical column:\n\n### Teams (Away & Home)\n\n**Most Frequent Away Teams:**\n- Green Bay Packers (GB): 205 games\n- New England Patriots (NE): 202 games\n- San Francisco 49ers (SF): 201 games\n- Seattle Seahawks (SEA), Baltimore Ravens (BAL), Kansas City Chiefs (KC): 200 games each\n\n**Most Frequent Home Teams:**\n- New England Patriots (NE): 188 games\n- Kansas City Chiefs (KC): 187 games\n- Philadelphia Eagles (PHI): 181 games\n- Denver Broncos (DEN): 179 games\n- Buffalo Bills (BUF), Green Bay Packers (GB), Seattle Seahawks (SEA), San Francisco 49ers (SF): 178 games each\n\nNote: There are 594 records with blank home team values, likely representing bye weeks or TBD games.\n\n### Game Slot (Day/Time)\n\n- **Sunday**: 3,745 games (60.5% of all games) — the dominant game day\n- **Saturday**: 482 games\n- **Thursday**: 448 games\n- **Sunday Night Football**: 191 games\n- **Friday**: 187 games\n- **Monday Night Football**: 186 games\n- **Thursday Night Football**: 167 games\n\nThere are 594 blank entries (matching the bye week pattern).\n\n### Game Status\n\n- **FINAL**: 5,348 games (86.5% of dataset) — completed games\n- **BYE**: 542 entries — bye weeks when teams don't play\n- **TBD**: 243 games — future/unscheduled games\n- **Clinched Playoffs**: 52 games\n\n### Week\n\nThe regular season weeks are fairly evenly distributed:\n- **Week 9**: 312 games (most frequent)\n- **Week 10**: 306 games\n- **Weeks 7-8**: 304 games each\n- **Week 11**: 303 games\n\nMost weeks have 270-310 games across the 17 seasons covered (2010-2026).\n\nThe analysis reveals 64 distinct value-frequency pairs across these categorical dimensions, with Sunday games and completed (FINAL) status being the dominant patterns in the dataset."
}