NFL
Ten NFL charts and tables from nflverse play-by-play: logos, team colors, headshots, eras, a field.
College football
Nine college football charts and tables: 136 FBS logos, conferences, a rivalry, FCS upsets, tiers.
Spring football
The XFL, USFL, AAF and UFL: franchises across leagues, standings, scoring and colors from ESPN data.
NBA
Ten NBA and G League examples: rating scatters, logo axes, a bump chart, headshots, a shot chart, a standings table and an interactive Plotly chart.
WNBA
Nine examples from the 2026 WNBA regular season: the expansion teams' win races, tiers, headshot leaders, a shot chart, a standings table and an interactive Altair chart.
Men's college basketball
Ten worked examples for Division I men's basketball: ESPN team ids, 360+ teams, conferences by season, logos, headshots, tiers, tables and an interactive March chart.
Women's college basketball
Ten worked examples for Division I women's basketball: shared ESPN ids, conference tables, a shot chart on a college court, headshot leaderboards, seed-line tiers, the title run and the AP poll.
MLB
MLB and MiLB: run differential, division standings, Statcast, headshots, a spray chart on the field, franchise eras and a farm system.
College baseball & softball
College baseball and softball from ESPN: the College World Series in both sports, the SEC, one school across two sports, and every Division I softball team.
NHL
Standings, expected goals, a shot map on the rink, scoring leaders with headshots, relocations and a playoff tier list from the 2025-26 NHL season.
PWHL
PWHL standings, scoring leaders with photos, a results grid, three seasons of history, shot quality, the Walter Cup-clinching game on a rink and the PHF before it.
AHL, ECHL and junior hockey
The AHL, ECHL, OHL, WHL, QMJHL and USHL through sportsdataverse-py's HockeyTech families: standings, one chart in six leagues, NHL affiliates, the CHL on one scale, scoring leaders and tiers.
College hockey
NCAA men's and women's hockey from ESPN's scoreboard: records, opponent-adjusted ratings, conference strength, the USCHO poll week by week, the men's tournament and women's ratings.
Soccer
A Premier League table with crests, form in club colors, a season of shots on a pitch, a lineup card, MLS beside the NWSL and the Champions League, from ESPN's soccer feed.
Cricket
An IPL points table with logos, run rates and net run rate in team colors, the points race, a scorecard card for the final and a T20 World Cup tier list, from ESPN's cricket feed.