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How a Spreadsheet Rewrote the Geometry of Basketball

The three-point line didn't change. Our understanding of it did — and the modern NBA offence is what that revolution looks like on the floor.

Steen Kirby
· · 3 min read · 513 words

The three-point line has not moved. It still arcs across the floor at twenty-three feet and nine inches from the rim at the top of the key, a fraction closer in the corners, exactly where it was drawn decades ago. What changed was not the geometry of the court. It was our understanding of it — and the modern NBA offence is what that quiet revolution looks like once it reaches the hardwood.

The math that hid in plain sight

The insight at the heart of it all is almost embarrassingly simple. A shot from behind the arc is worth fifty per cent more than a shot from in front of it. For decades, teams treated the long-range shot as a luxury, a gamble, a thing you settled for when the play broke down. Then a generation of analysts asked an obvious question: if three is worth more than two, why are we taking so many twos?

The numbers gave a stark answer. A reasonably open three-pointer produces more points per attempt than almost any shot inside the line except a layup or a dunk. The long two — the elegant, mid-range jumper that defined the sport for generations — turned out to be the least efficient shot in basketball. Same effort, same difficulty, one fewer point.

The spreadsheet did not invent a new shot. It exposed an old habit, and the value that had been sitting on the floor the whole time.

How the floor stretched

Once a sport accepts that math, the shape of the game changes. Offences began hunting two shots above all others: the layup at the rim and the three from beyond the arc, with the wasteland in between abandoned almost entirely. Big men who once lived in the low post were asked to step out and shoot. Defences, forced to guard the whole width of the floor, stretched thin — and the space that opened up made the rim easier to reach, which made the threes easier to find, in a loop that fed itself.

The corner three became prized real estate, because it is the shortest distance to a three-point reward. Spacing stopped being a vague virtue and became a measurable input. Every player who could not threaten from distance became, in spreadsheet terms, a defender that opponents were happy to ignore.

What was won, and what was lost

Not everyone celebrates. Critics argue the data flattened the sport’s variety, trading the artistry of the mid-range game and the bruising craft of the post for a more efficient but more uniform product. They are not entirely wrong. Optimisation has a way of making everything converge on the same answer.

But it would be a mistake to call this a triumph of machines over instinct. The math only opened the door. It still took players to walk through it — to develop the range, the handle and the conditioning that the old game never demanded. The revolution was numerical, but the basketball that resulted is unmistakably human. A spreadsheet found the value. It took a sport full of artists to spend it.

Steen Kirby

About the author

Steen Kirby

Senior Tennis Writer · Writing since 2012

Steen Kirby is a sports journalist with more than a decade of experience covering the biggest moments in world sport, and tennis has been at the heart of his work since he was a teenager. He has followed the professional game closely since the age of 13 — his earliest tennis memory is the marathon five-set 2009 Australian Open semifinal — and turned that fandom into a career, starting out at Tennis East Coast in 2012 before becoming a co-owner and contributing editor at its successor, Tennis Atlantic. He has reported on the sport at every level, from the elite ATP Tour to the grind of the ATP Challenger circuit, and his work has appeared at Last Word on Sports and Tennis View Magazine, including on-site coverage of marquee events such as Indian Wells, the Davis Cup and the Australian Open. Beyond the baseline his interests span football, cricket, rugby league, baseball and Formula 1, and he follows Barcelona, Monterrey Rayados, Atlético Nacional, the New York Mets and Florida State. He draws much of his inspiration from the competitive fire of Andy Murray and Lleyton Hewitt.

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