> ggplot(player_seasons, aes(x = "bpm", y = "usg", color = season))

Player Progression

Every D-I men's player-season from 10/11 to 25/26 plotted on the axes you choose. Search to highlight a player's trajectory across years — connected lines show how their game evolved. Click a dot to pin it; click again to view their full profile. Want to slice the data instead of plot it? Try the pivot table builder.

> controls()

X axis BPM

Y axis USG%

Seasons

Click to toggle each season on / off.

Position All

Conferences All

Restrict the universe to specific conferences.

Color by Season

Replace season-coloring with a heat ramp keyed to any stat.

Min MPG 10

Drop low-minute noise from the canvas.

Min Games 10

Filters

Any season: per-row gate — drops only seasons where the threshold isn't met.
Specific year: per-name gate — keeps a player's full trajectory if they hit it that year.

e.g. FT% above 75 + 3P% above 38 + USG above 25. Multiple rules combine with AND.

Trajectory lines

Draws a line connecting the same player's points across the seasons currently on.

Similar progressions

For each pinned player, finds historical players at the same class year, position, and team quality who were in a similar spot — then fans out where they moved the following season. Bold arrow = average direction.

Show all dots

When off, only pinned/searched players draw — useful for clean before/after stories.

0 player-seasons

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