IKWF 2025-2026 Results

Public dataset for all 2025-2026 IKWF results

• The goal is to help in seeding for postseason tournaments
• Can also help clubs with evaluating wrestlers across seasons

The 2025-2026 All IKWF Matches Google Sheet will be updated periodically to
showcase all the parsed and normalized matches.

Tricks

• For TrackWrestling, get results by round and then go to "Advanced" and use
  a format with a :: delimiter so they are easy to parse
  [boutType] :: [wFName] :: [wLName] :: [wTeam] :: [winType] :: [lFName] :: [lLName] :: [lTeam] :: [scoreSummary]
  • This is enabled by uv run python -m entrypoints.fetch_trackwrestling
• For USA Bracketing, go to "Reports" and then select "AP Bouts by Division,
  Round then Weight" and go until all rounds are extracted (by round)

Season tournaments

Data pipeline

uv run python -m entrypoints.parse_rosters  # Produces `_parsed-data/rosters.json`

uv run python -m entrypoints.fetch_trackwrestling
uv run python -m entrypoints.fetch_trackwrestling_duals
uv run python -m entrypoints.fetch_usabracketing
uv run python -m entrypoints.fetch_usabracketing_duals

uv run python -m entrypoints.parse_matches       # Produces `_parsed-data/all-matches-01.csv`
uv run python -m entrypoints.normalize_teams     # Produces `_parsed-data/all-matches-02.csv`
uv run python -m entrypoints.normalize_athletes  # Produces `_parsed-data/all-matches-03.csv`
uv run python -m entrypoints.normalize_weights   # Produces `_parsed-data/all-matches-04.csv`

uv run python -m entrypoints.sectional_brackets  # Produces `_parsed-data/{SECTIONAL}.xlsx`

uv run python -m entrypoints.regional_weights    # Produces `_parsed-data/regional-weights.xlsx`
uv run python -m entrypoints.regional_seeding \  # Produces per-regional sorted + head-to-heads
  --entries-filename ./weighed-in-entries.csv \
  --seeding-filename ./weight-classes.xlsx

uv run python -m entrypoints.sectional_qualifiers   # Produces `_parsed-data/sectional-qualifiers.csv` (before wildcards)
uv run python -m entrypoints.state_qualifiers       # Produces `_parsed-data/state-qualifiers.csv` (just for placements)
uv run python -m entrypoints.state_bracket_parsing  # Produces `_raw-data/bracket-parsing/*.json`
uv run python -m entrypoints.state_preview_json     # Produces `_parsed-data/2026-state-preview.json`

uv run python -m entrypoints.finalize_season        # Produces `_parsed-data/2026-finalized.json`