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Dundee 1–2 Rangers

← Scottish Premiership 2021-22 Β· Sun, Mar 20, 12:00 PM UTC Β· ref: B. Madden

The betting picturemarket vs our model, market by market

β€œMarket” = what bookmaker prices imply after removing their margin β€” the world's best guess. β€œModel” = what our machine-learning model said BEFORE this game, replayed honestly (it never saw the result). A bet is only interesting when the model sees something meaningfully more likely than the market does (the edge) β€” it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
Rangers win79%83%1.21fair
Draw15%12%6.82fair
Dundee win6%6%15.06fair

across 3 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Asian handicap

OutcomeMarket saysBest price
Rangers +1.7551%1.88
Dundee +1.7549%2.01

across 2 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over57%66%1.67value: +9%
Under43%34%2.28fair

across 2 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Timeline

6'⚽Christie Elliot · Dundee
40'🟨Jordan McGhee · Dundee
41'🟨Paul McMullan · Dundee
45'🟨Christie Elliot · Dundee
56'🟨James Sands · Rangers
64'⚽Aaron Ramsey · Rangers
86'⚽Connor Goldson · Rangers

from ESPN event data Β· goals, cards and shootout kicks

The match in numberswhat happened + what each side looked like walking in

Match stats

1Half-time score0
3Shots19
1On target8
1Corners8
17Fouls10
3Yellow cards1
0Red cards0

Pre-match form

What each side looked like walking in β€” computed only from games before this one.

MetricDundeeRangers
accuracy ratio (last 10)0.280.39
accuracy ratio (last 3)0.210.43
accuracy ratio (last 5)0.250.37
blown lead rate (last 20)0.050.10
box share (last 5)0.640.75
cards avg (last 5)1.400.80
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueKilmac Stadium at Dens Park
coach days
47.00
139.00
comeback rate (last 20)0.050.00
congestion 21d3.005.00
conversion (last 5)0.120.07
corner diff avg (last 5)-2.405.20
corners against avg (last 5)6.003.80
corners for avg (last 5)3.609.00
corners volatility (last 10)3.034.43
defensive leak (last 5)0.110.12
dominance (last 5)0.320.80
elo1331.421824.84
elo momentum (last 5)-14.86-11.53
eye test v1-1.700.61
eye trend v1-0.17-0.39
first sub minute (last 10)50.2058.40
form points (last 5)2.0010.00
goal diff avg (last 5)-1.200.80
goals against avg (last 5)1.800.80
goals for avg (last 5)0.601.60
goals volatility (last 10)0.841.40
h2 goals (last 10)0.301.00
h2h win rate (last 5)0.100.90
ht lead rate (last 20)0.200.60
league points23.0070.00
league rank12.002.00
matches since blank0.0010.00
matches since clean sheet2.001.00
matches since win5.001.00
pass acc avg (last 5)62.2078.40
possession avg (last 5)40.4057.20
rest days10.682.76
scorer concentration0.230.22
season ppg0.772.33
shot diff avg (last 5)-8.0016.40
shots for avg (last 5)7.2021.80
skill v1-2.030.61
sot against avg (last 5)5.204.20
sot for avg (last 10)2.505.80
sot for avg (last 3)1.674.67
sot for avg (last 5)1.605.40
squad ageβ€”27.46
state index-1.271.03
sterile dominance v1-0.630.24
threat rate (last 10)0.230.31
threat rate (last 3)0.180.25
threat rate (last 5)0.180.27
venue ppg (last 5)0.401.40