SOCR EduMaterials Activity - Sexual Dimorphism in Snails
editSummary
editThis activity will recreate part of the design of a classification method for the the Cocholotoma septemspirale snail. By observing multiple traits of the shells, the original researchers were able to decide on a series of dimorphisms (difference in forms) between male and female snails.
This data set is a reduced version of the Sexual Dimorphism in Snails dataset, found here: [insert link to that set]
Goals
editThis activity will guide students through the use of a 2 x 3 Two-way ANOVA and post-hoc t-tests.
Data Summary
edit- Number of cases: 112
- Variables Names:
- Sex: Sex of the snail; 1 = female, 2 = male
- Location: Where the snail was found in Switzerland; 1 = Chasseral, 2 = Orvine, 3 = Combes de Nods
- shell.h Height of the shell, in micrometers
- shell.w Width of the shell, in micrometers
- aperture.h Height of the shell aperture (where the snail comes out of), in micrometers
- aperture.w Height of the shell aperture, in micrometers
- whorl.w Width of the last whorl (spiral section) on the shell, in micrometers.
- rib.n Number of ribs on the last whorl on the shell, in micrometers.
The Data
editHomeTeam | AwayTeam | FTHG | FTAG | H-A | B365H | B365D | B365A | BWH | BWD | BWA | IWH | IWD | IWA |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Arsenal | Sunderland | 0 | 0 | 0 | 1.4 | 4.5 | 8.5 | 1.35 | 4.6 | 9 | 1.35 | 4.5 | 7.3 |
Fulham | Norwich | 5 | 0 | 5 | 1.8 | 3.6 | 4.5 | 1.8 | 3.5 | 4.4 | 1.8 | 3.4 | 4 |
Newcastle | Tottenham | 2 | 1 | 1 | 2.5 | 3.4 | 2.75 | 2.6 | 3.3 | 2.75 | 2.4 | 3.2 | 2.7 |
QPR | Swansea | 0 | 5 | -5 | 2 | 3.4 | 3.8 | 2 | 3.4 | 3.6 | 2.1 | 3.3 | 3.1 |
Reading | Stoke | 1 | 1 | 0 | 2.38 | 3.25 | 3.1 | 2.4 | 3.2 | 3.1 | 2.4 | 3.2 | 2.7 |
WestBrom | Liverpool | 3 | 0 | 3 | 4.2 | 3.5 | 1.91 | 4.1 | 3.5 | 1.85 | 3.3 | 3.3 | 2 |
WestHam | AstonVilla | 1 | 0 | 1 | 2.2 | 3.3 | 3.4 | 2.25 | 3.3 | 3.3 | 2.15 | 3.3 | 3a |
ManCity | Southampton | 3 | 2 | 1 | 1.17 | 7 | 17 | 1.18 | 6.25 | 16 | 1.17 | 5.8 | 13 |
Wigan | Chelsea | 0 | 2 | -2 | 6 | 3.75 | 1.62 | 6 | 3.9 | 1.55 | 5.5 | 3.9 | 1.5 |
Everton | ManUnited | 1 | 0 | 1 | 4.33 | 3.6 | 1.83 | 4.6 | 3.5 | 1.83 | 3.8 | 3.4 | 1.85 |
Chelsea | Reading | 4 | 2 | 2 | 1.25 | 5.5 | 13 | 1.25 | 5.25 | 12.5 | 1.25 | 5 | 10 |
AstonVilla | Everton | 1 | 3 | -2 | 2.9 | 3.4 | 2.4 | 2.95 | 3.3 | 2.45 | 2.5 | 3.2 | 2.6 |
Chelsea | Newcastle | 2 | 0 | 2 | 1.5 | 4.33 | 6.5 | 1.5 | 4.33 | 6.5 | 1.53 | 3.8 | 5.5 |
ManUnited | Fulham | 3 | 2 | 1 | 1.29 | 5.5 | 11 | 1.28 | 5.25 | 10 | 1.25 | 5 | 10 |
Norwich | QPR | 1 | 1 | 0 | 2.25 | 3.4 | 3.2 | 2.25 | 3.3 | 3.1 | 2.1 | 3.2 | 3.2 |
Southampton | Wigan | 0 | 2 | -2 | 2.1 | 3.4 | 3.5 | 2.05 | 3.4 | 3.5 | 2.1 | 3.2 | 3.2 |
Swansea | WestHam | 3 | 0 | 3 | 2.1 | 3.3 | 3.6 | 2 | 3.3 | 3.75 | 2.1 | 3.2 | 3.2 |
Tottenham | WestBrom | 1 | 1 | 0 | 1.5 | 4.33 | 6.5 | 1.45 | 4.2 | 7 | 1.45 | 3.9 | 6.5 |
Liverpool | ManCity | 2 | 2 | 0 | 3.1 | 3.4 | 2.3 | 3 | 3.5 | 2.35 | 2.75 | 3.2 | 2.35 |
Stoke | Arsenal | 0 | 0 | 0 | 3.5 | 3.4 | 2.1 | 3.7 | 3.3 | 2.1 | 3.2 | 3.2 | 2.1 |
ManCity | QPR | 3 | 1 | 2 | 1.18 | 7 | 15 | 1.18 | 6.5 | 14.5 | 1.2 | 5.5 | 12 |
Swansea | Sunderland | 2 | 2 | 0 | 2.2 | 3.3 | 3.4 | 2.2 | 3.2 | 3.3 | 2.2 | 3.2 | 3 |
Tottenham | Norwich | 1 | 1 | 0 | 1.36 | 5 | 8.5 | 1.36 | 4.75 | 8 | 1.4 | 4.1 | 7 |
WestBrom | Everton | 2 | 0 | 2 | 3 | 3.3 | 2.38 | 2.9 | 3.25 | 2.5 | 2.6 | 3.2 | 2.5 |
WestHam | Fulham | 3 | 0 | 3 | 2.5 | 3.25 | 2.88 | 2.55 | 3.3 | 2.8 | 2.4 | 3.2 | 2.7 |
Wigan | Stoke | 2 | 2 | 0 | 2.25 | 3.25 | 3.3 | 2.2 | 3.2 | 3.3 | 2.3 | 3.2 | 2.8 |
Liverpool | Arsenal | 0 | 2 | -2 | 2 | 3.5 | 3.75 | 2.05 | 3.4 | 3.75 | 2.1 | 3.2 | 3.2 |
Newcastle | AstonVilla | 1 | 1 | 0 | 1.62 | 3.75 | 6 | 1.6 | 3.9 | 5.25 | 1.6 | 3.6 | 5 |
Southampton | ManUnited | 2 | 3 | -1 | 6 | 4.2 | 1.53 | 6 | 4 | 1.53 | 5.5 | 3.9 | 1.5 |
Arsenal | Southampton | 6 | 1 | 5 | 1.36 | 5 | 8.5 | 1.34 | 4.75 | 8.75 | 1.33 | 4.6 | 7.8 |
AstonVilla | Swansea | 2 | 0 | 2 | 2.38 | 3.25 | 3.1 | 2.3 | 3.3 | 3 | 2.3 | 3.2 | 2.8 |
Fulham | WestBrom | 3 | 0 | 3 | 2.1 | 3.4 | 3.5 | 1.95 | 3.4 | 3.8 | 1.9 | 3.3 | 3.7 |
ManUnited | Wigan | 4 | 0 | 4 | 1.25 | 6 | 12 | 1.25 | 5.5 | 11.5 | 1.2 | 5.5 | 12 |
Norwich | WestHam | 0 | 0 | 0 | 2.38 | 3.4 | 3 | 2.3 | 3.4 | 3.1 | 2.3 | 3.2 | 2.8 |
QPR | Chelsea | 0 | 0 | 0 | 4.5 | 3.5 | 1.83 | 4.75 | 3.5 | 1.75 | 4.3 | 3.4 | 1.75 |
Stoke | ManCity | 1 | 1 | 0 | 5 | 3.6 | 1.73 | 5 | 3.5 | 1.7 | 4.4 | 3.5 | 1.7 |
Sunderland | Liverpool | 1 | 1 | 0 | 3.4 | 3.3 | 2.2 | 3.3 | 3.3 | 2.25 | 3.2 | 3.2 | 2.1 |
Reading | Tottenham | 1 | 3 | -2 | 3.75 | 3.5 | 2 | 3.8 | 3.5 | 2 | 3.6 | 3.3 | 1.95 |
Everton | Newcastle | 2 | 2 | 0 | 1.73 | 3.6 | 5 | 1.75 | 3.7 | 4.75 | 1.85 | 3.4 | 3.8 |
Chelsea | Stoke | 1 | 0 | 1 | 1.36 | 4.75 | 9 | 1.36 | 4.5 | 8.75 | 1.3 | 4.8 | 8.5 |
Southampton | AstonVilla | 4 | 1 | 3 | 2.4 | 3.3 | 3 | 2.4 | 3.25 | 2.9 | 2.4 | 3.2 | 2.7 |
Swansea | Everton | 0 | 3 | -3 | 3 | 3.3 | 2.4 | 3.1 | 3.3 | 2.4 | 2.6 | 3.2 | 2.5 |
WestBrom | Reading | 1 | 0 | 1 | 1.73 | 3.75 | 4.75 | 1.75 | 3.5 | 4.75 | 1.7 | 3.5 | 4.4 |
WestHam | Sunderland | 1 | 1 | 0 | 2.1 | 3.3 | 3.6 | 2.15 | 3.5 | 3.5 | 2.15 | 3.2 | 3.1 |
Wigan | Fulham | 1 | 2 | -1 | 2.4 | 3.3 | 3 | 2.3 | 3.2 | 3.1 | 2.4 | 3.2 | 2.7 |
Liverpool | ManUnited | 1 | 2 | -1 | 2.7 | 3.3 | 2.63 | 2.75 | 3.4 | 2.6 | 2.65 | 3.2 | 2.45 |
ManCity | Arsenal | 1 | 1 | 0 | 1.75 | 3.6 | 4.75 | 1.8 | 3.6 | 5 | 1.75 | 3.4 | 4.3 |
Newcastle | Norwich | 1 | 0 | 1 | 1.8 | 3.6 | 4.5 | 1.78 | 3.4 | 4.6 | 1.65 | 3.5 | 4.6 |
Tottenham | QPR | 2 | 1 | 1 | 1.44 | 4.33 | 7.5 | 1.45 | 4 | 7.75 | 1.45 | 3.9 | 6.5 |
Arsenal | Chelsea | 1 | 2 | -1 | 2.1 | 3.4 | 3.5 | 2.15 | 3.5 | 3.5 | 2.25 | 3.2 | 2.9 |
Everton | Southampton | 3 | 1 | 2 | 1.4 | 4.75 | 8 | 1.42 | 4.2 | 7.75 | 1.42 | 4 | 7 |
Fulham | ManCity | 1 | 2 | -1 | 4.33 | 3.6 | 1.83 | 4.5 | 3.6 | 1.85 | 4 | 3.4 | 1.8 |
ManUnited | Tottenham | 2 | 3 | -1 | 1.57 | 4 | 6 | 1.55 | 3.75 | 6.25 | 1.45 | 3.9 | 6.5 |
Norwich | Liverpool | 2 | 5 | -3 | 4.75 | 3.75 | 1.73 | 4.75 | 3.5 | 1.75 | 3.8 | 3.4 | 1.85 |
Reading | Newcastle | 2 | 2 | 0 | 2.88 | 3.3 | 2.5 | 2.95 | 3.25 | 2.35 | 2.8 | 3.2 | 2.3 |
Stoke | Swansea | 2 | 0 | 2 | 1.91 | 3.4 | 4.2 | 1.85 | 3.3 | 4.4 | 1.9 | 3.3 | 3.7 |
Sunderland | Wigan | 1 | 0 | 1 | 2 | 3.4 | 3.8 | 1.95 | 3.4 | 3.8 | 1.9 | 3.3 | 3.7 |
AstonVilla | WestBrom | 1 | 1 | 0 | 2.4 | 3.3 | 3 | 2.4 | 3.3 | 3.1 | 2.6 | 3.1 | 2.6 |
QPR | WestHam | 1 | 2 | -1 | 2.05 | 3.4 | 3.75 | 2 | 3.3 | 3.75 | 2.2 | 3.2 | 3 |
Chelsea | Norwich | 4 | 1 | 3 | 1.22 | 6.5 | 12 | 1.22 | 5.75 | 13 | 1.2 | 5.7 | 13 |
ManCity | Sunderland | 3 | 0 | 3 | 1.29 | 5.5 | 11 | 1.25 | 5.25 | 12.5 | 1.28 | 5 | 10 |
Swansea | Reading | 2 | 2 | 0 | 1.91 | 3.6 | 4 | 1.9 | 3.5 | 3.9 | 1.8 | 3.45 | 4.25 |
WestBrom | QPR | 3 | 2 | 1 | 1.83 | 3.75 | 4.2 | 1.87 | 3.5 | 4 | 1.85 | 3.4 | 4.1 |
WestHam | Arsenal | 1 | 3 | -2 | 4 | 3.6 | 1.91 | 3.9 | 3.7 | 1.95 | 4 | 3.45 | 1.85 |
Wigan | Everton | 2 | 2 | 0 | 4.2 | 3.4 | 1.91 | 3.75 | 3.3 | 2 | 3.5 | 3.3 | 2.05 |
Liverpool | Stoke | 0 | 0 | 0 | 1.44 | 4.33 | 7.5 | 1.53 | 4.1 | 7 | 1.5 | 3.9 | 6.3 |
Newcastle | ManUnited | 0 | 3 | -3 | 4.2 | 3.75 | 1.83 | 3.9 | 3.5 | 1.9 | 3.85 | 3.4 | 1.9 |
Southampton | Fulham | 2 | 2 | 0 | 2.75 | 3.3 | 2.6 | 2.75 | 3.3 | 2.7 | 2.65 | 3.3 | 2.5 |
Tottenham | AstonVilla | 2 | 0 | 2 | 1.44 | 4.33 | 7.5 | 1.48 | 4.33 | 6 | 1.43 | 4.1 | 7.3 |
Fulham | AstonVilla | 1 | 0 | 1 | 1.8 | 3.6 | 4.5 | 1.75 | 3.6 | 4.5 | 1.85 | 3.45 | 4 |
Liverpool | Reading | 1 | 0 | 1 | 1.33 | 5 | 10 | 1.3 | 5.25 | 9 | 1.35 | 4.7 | 7.9 |
ManUnited | Stoke | 4 | 2 | 2 | 1.29 | 5.5 | 11 | 1.3 | 5 | 9.75 | 1.28 | 5.1 | 10 |
Norwich | Arsenal | 1 | 0 | 1 | 6 | 4.2 | 1.53 | 6 | 4 | 1.53 | 5.2 | 3.8 | 1.6 |
Swansea | Wigan | 2 | 1 | 1 | 2.1 | 3.4 | 3.5 | 2 | 3.5 | 3.9 | 1.9 | 3.4 | 3.85 |
Tottenham | Chelsea | 2 | 4 | -2 | 2.5 | 3.4 | 2.75 | 2.6 | 3.4 | 2.75 | 2.6 | 3.2 | 2.6 |
WestBrom | ManCity | 1 | 2 | -1 | 5 | 3.75 | 1.7 | 5 | 3.5 | 1.7 | 4.5 | 3.5 | 1.75 |
WestHam | Southampton | 4 | 1 | 3 | 1.83 | 3.75 | 4.2 | 1.83 | 3.5 | 4.2 | 1.85 | 3.45 | 4 |
QPR | Everton | 1 | 1 | 0 | 3.25 | 3.4 | 2.2 | 3.3 | 3.4 | 2.25 | 3.6 | 3.3 | 2 |
Sunderland | Newcastle | 1 | 1 | 0 | 2.5 | 3.3 | 2.88 | 2.5 | 3.3 | 2.95 | 2.4 | 3.3 | 2.75 |
Arsenal | QPR | 1 | 0 | 1 | 1.36 | 5 | 8.5 | 1.35 | 4.75 | 8.25 | 1.35 | 4.8 | 7.6 |
AstonVilla | Norwich | 1 | 1 | 0 | 2 | 3.5 | 3.75 | 2 | 3.5 | 3.9 | 1.85 | 3.45 | 4 |
ManCity | Swansea | 1 | 0 | 1 | 1.22 | 6 | 15 | 1.2 | 6.25 | 12.5 | 1.22 | 5.5 | 12 |
Reading | Fulham | 3 | 3 | 0 | 2.75 | 3.4 | 2.5 | 2.9 | 3.3 | 2.55 | 2.7 | 3.2 | 2.5 |
Stoke | Sunderland | 0 | 0 | 0 | 1.95 | 3.3 | 4.2 | 2 | 3.4 | 4.1 | 2.1 | 3.3 | 3.3 |
Wigan | WestHam | 2 | 1 | 1 | 2.25 | 3.4 | 3.2 | 2.35 | 3.3 | 3.2 | 2.3 | 3.3 | 2.9 |
Chelsea | ManUnited | 2 | 3 | -1 | 2.4 | 3.4 | 2.9 | 2.35 | 3.4 | 3.1 | 2.4 | 3.3 | 2.75 |
Everton | Liverpool | 2 | 2 | 0 | 2.6 | 3.3 | 2.75 | 2.75 | 3.3 | 2.65 | 2.4 | 3.3 | 2.75 |
Newcastle | WestBrom | 2 | 1 | 1 | 2 | 3.5 | 3.75 | 2 | 3.5 | 3.9 | 1.9 | 3.4 | 3.85 |
Southampton | Tottenham | 1 | 2 | -1 | 4.2 | 3.75 | 1.83 | 4.5 | 3.6 | 1.85 | 3.7 | 3.5 | 1.9 |
Fulham | Everton | 2 | 2 | 0 | 2.75 | 3.4 | 2.5 | 2.65 | 3.25 | 2.6 | 2.5 | 3.3 | 2.65 |
ManUnited | Arsenal | 2 | 1 | 1 | 1.7 | 3.8 | 5 | 1.7 | 4 | 5 | 1.65 | 3.6 | 5.1 |
Norwich | Stoke | 1 | 0 | 1 | 2.6 | 3.3 | 2.75 | 2.6 | 3.3 | 2.8 | 2.6 | 3.2 | 2.6 |
Sunderland | AstonVilla | 0 | 1 | -1 | 2.1 | 3.3 | 3.6 | 2 | 3.25 | 3.8 | 2 | 3.3 | 3.6 |
Swansea | Chelsea | 1 | 1 | 0 | 4.5 | 3.6 | 1.8 | 4.5 | 3.6 | 1.75 | 4.2 | 3.5 | 1.8 |
Tottenham | Wigan | 0 | 1 | -1 | 1.5 | 4.33 | 6.5 | 1.44 | 4.33 | 7 | 1.4 | 4.4 | 7.3 |
WestHam | ManCity | 0 | 0 | 0 | 5 | 3.8 | 1.7 | 5 | 3.8 | 1.65 | 4.7 | 3.6 | 1.7 |
Liverpool | Newcastle | 1 | 1 | 0 | 1.57 | 4 | 6 | 1.6 | 4 | 6 | 1.55 | 3.9 | 5.6 |
QPR | Reading | 1 | 1 | 0 | 1.8 | 3.6 | 4.5 | 1.85 | 3.5 | 4.1 | 1.95 | 3.35 | 3.7 |
WestBrom | Southampton | 2 | 0 | 2 | 1.73 | 3.75 | 4.75 | 1.75 | 3.6 | 5.25 | 1.75 | 3.5 | 4.5 |
Arsenal | Fulham | 3 | 3 | 0 | 1.53 | 4.2 | 6 | 1.57 | 4.1 | 6.25 | 1.5 | 4 | 6.1 |
AstonVilla | ManUnited | 2 | 3 | -1 | 7 | 4.5 | 1.44 | 7 | 4 | 1.48 | 6.1 | 4 | 1.5 |
Everton | Sunderland | 2 | 1 | 1 | 1.44 | 4.2 | 8 | 1.48 | 3.9 | 7.25 | 1.55 | 3.9 | 5.6 |
Reading | Norwich | 0 | 0 | 0 | 2.25 | 3.4 | 3.2 | 2.25 | 3.3 | 3.1 | 2.1 | 3.3 | 3.3 |
Southampton | Swansea | 1 | 1 | 0 | 2.38 | 3.5 | 2.88 | 2.4 | 3.4 | 2.8 | 2.4 | 3.3 | 2.75 |
Stoke | QPR | 1 | 0 | 1 | 1.91 | 3.4 | 4.2 | 1.85 | 3.4 | 4.25 | 1.75 | 3.5 | 4.5 |
Wigan | WestBrom | 1 | 2 | -1 | 2.3 | 3.4 | 3.1 | 2.35 | 3.3 | 3.2 | 2.35 | 3.3 | 2.85 |
Chelsea | Liverpool | 1 | 1 | 0 | 1.95 | 3.5 | 4 | 1.95 | 3.7 | 3.9 | 1.85 | 3.45 | 4 |
ManCity | Tottenham | 2 | 1 | 1 | 1.57 | 4 | 6 | 1.65 | 4.2 | 5.25 | 1.6 | 3.7 | 5.4 |
Newcastle | WestHam | 0 | 1 | -1 | 1.95 | 3.6 | 3.8 | 1.95 | 3.4 | 3.8 | 1.85 | 3.45 | 4 |
Arsenal | Tottenham | 5 | 2 | 3 | 1.91 | 3.75 | 3.8 | 1.95 | 3.7 | 3.9 | 2 | 3.3 | 3.6 |
Liverpool | Wigan | 3 | 0 | 3 | 1.44 | 4.33 | 7.5 | 1.44 | 4.33 | 7 | 1.45 | 4 | 7 |
ManCity | AstonVilla | 5 | 0 | 5 | 1.2 | 6.5 | 15 | 1.22 | 6.5 | 10.5 | 1.2 | 5.8 | 13 |
Newcastle | Swansea | 1 | 2 | -1 | 1.91 | 3.6 | 4 | 1.87 | 3.5 | 4 | 1.8 | 3.5 | 4.2 |
Norwich | ManUnited | 1 | 0 | 1 | 7 | 4.5 | 1.44 | 7 | 4.5 | 1.42 | 7 | 4 | 1.45 |
QPR | Southampton | 1 | 3 | -2 | 1.91 | 3.6 | 4 | 1.87 | 3.5 | 4 | 1.9 | 3.45 | 3.8 |
Reading | Everton | 2 | 1 | 1 | 4.33 | 3.6 | 1.83 | 4.25 | 3.6 | 1.8 | 3.8 | 3.45 | 1.9 |
WestBrom | Chelsea | 2 | 1 | 1 | 3.75 | 3.5 | 2 | 4.1 | 3.7 | 1.91 | 3.7 | 3.35 | 1.95 |
Fulham | Sunderland | 1 | 3 | -2 | 1.67 | 3.75 | 5.25 | 1.75 | 3.6 | 5.25 | 1.75 | 3.5 | 4.5 |
WestHam | Stoke | 1 | 1 | 0 | 2 | 3.4 | 3.8 | 2 | 3.5 | 3.9 | 1.9 | 3.45 | 3.8 |
AstonVilla | Arsenal | 0 | 0 | 0 | 4.75 | 3.75 | 1.73 | 5 | 3.8 | 1.65 | 4.7 | 3.6 | 1.7 |
Everton | Norwich | 1 | 1 | 0 | 1.44 | 4.33 | 7.5 | 1.44 | 4.2 | 7.25 | 1.5 | 4 | 6.1 |
ManUnited | QPR | 3 | 1 | 2 | 1.17 | 7.5 | 15 | 1.18 | 6.25 | 16 | 1.15 | 7 | 15 |
Stoke | Fulham | 1 | 0 | 1 | 2.2 | 3.3 | 3.4 | 2.1 | 3.25 | 3.5 | 2.2 | 3.3 | 3.1 |
Sunderland | WestBrom | 2 | 4 | -2 | 2.5 | 3.3 | 2.88 | 2.45 | 3.2 | 2.85 | 2.3 | 3.3 | 2.9 |
Wigan | Reading | 3 | 2 | 1 | 1.83 | 3.6 | 4.33 | 1.8 | 3.6 | 4.25 | 1.85 | 3.5 | 3.9 |
Chelsea | ManCity | 0 | 0 | 0 | 2.5 | 3.5 | 2.7 | 2.55 | 3.3 | 2.65 | 2.6 | 3.2 | 2.6 |
Southampton | Newcastle | 2 | 0 | 2 | 2.3 | 3.5 | 3 | 2.25 | 3.4 | 3 | 2.5 | 3.3 | 2.65 |
Swansea | Liverpool | 0 | 0 | 0 | 3.4 | 3.5 | 2.1 | 3.5 | 3.4 | 2.05 | 3.2 | 3.3 | 2.15 |
Tottenham | WestHam | 3 | 1 | 2 | 1.67 | 3.75 | 5.5 | 1.57 | 3.9 | 5.75 | 1.65 | 3.6 | 5.1 |
AstonVilla | Reading | 1 | 0 | 1 | 1.95 | 3.4 | 4 | 1.9 | 3.4 | 4 | 2 | 3.4 | 3.5 |
Sunderland | QPR | 0 | 0 | 0 | 2.25 | 3.25 | 3.3 | 2.2 | 3.2 | 3.3 | 2 | 3.3 | 3.6 |
Chelsea | Fulham | 0 | 0 | 0 | 1.44 | 4.5 | 7 | 1.44 | 4.33 | 7 | 1.5 | 4 | 6.1 |
Everton | Arsenal | 1 | 1 | 0 | 2.5 | 3.4 | 2.75 | 2.45 | 3.2 | 2.85 | 2.4 | 3.3 | 2.75 |
ManUnited | WestHam | 1 | 0 | 1 | 1.22 | 6.5 | 12 | 1.22 | 6 | 12 | 1.25 | 5.5 | 10.3 |
Southampton | Norwich | 1 | 1 | 0 | 2 | 3.4 | 3.8 | 2.1 | 3.3 | 3.4 | 2.1 | 3.3 | 3.3 |
Stoke | Newcastle | 2 | 1 | 1 | 1.91 | 3.4 | 4.2 | 1.85 | 3.4 | 4.25 | 2 | 3.3 | 3.6 |
Swansea | WestBrom | 3 | 1 | 2 | 2.3 | 3.4 | 3.1 | 2.3 | 3.3 | 3 | 2.4 | 3.2 | 2.85 |
Tottenham | Liverpool | 2 | 1 | 1 | 2.4 | 3.4 | 2.88 | 2.35 | 3.3 | 2.9 | 2.15 | 3.3 | 3.2 |
Wigan | ManCity | 0 | 2 | -2 | 6 | 4.2 | 1.53 | 6 | 4 | 1.53 | 5.4 | 3.7 | 1.6 |
Arsenal | Swansea | 0 | 2 | -2 | 1.44 | 4.5 | 7 | 1.45 | 4.2 | 7 | 1.42 | 4.4 | 7.2 |
Fulham | Tottenham | 0 | 3 | -3 | 2.88 | 3.3 | 2.5 | 2.9 | 3.3 | 2.35 | 2.75 | 3.2 | 2.45 |
Liverpool | Southampton | 1 | 0 | 1 | 1.4 | 4.5 | 8.5 | 1.4 | 4.5 | 7.5 | 1.4 | 4.4 | 7.3 |
ManCity | Everton | 1 | 1 | 0 | 1.5 | 4 | 7 | 1.55 | 3.7 | 6.5 | 1.5 | 4 | 6.1 |
QPR | AstonVilla | 1 | 1 | 0 | 1.95 | 3.5 | 4 | 1.95 | 3.4 | 3.8 | 2 | 3.3 | 3.6 |
Reading | ManUnited | 3 | 4 | -1 | 7.5 | 4.75 | 1.4 | 7.75 | 4.4 | 1.4 | 7.2 | 3.8 | 1.4 |
WestBrom | Stoke | 0 | 1 | -1 | 2.1 | 3.25 | 3.75 | 2 | 3.25 | 3.8 | 2.05 | 3.3 | 3.5 |
WestHam | Chelsea | 3 | 1 | 2 | 4 | 3.5 | 1.91 | 3.8 | 3.5 | 1.91 | 3.7 | 3.35 | 1.95 |
Norwich | Sunderland | 2 | 1 | 1 | 2.1 | 3.3 | 3.6 | 2.05 | 3.3 | 3.6 | 2.15 | 3.3 | 3.2 |
Newcastle | Wigan | 3 | 0 | 3 | 2 | 3.4 | 3.75 | 1.95 | 3.4 | 3.8 | 2 | 3.3 | 3.6 |
Arsenal | WestBrom | 2 | 0 | 2 | 1.5 | 4.33 | 6.5 | 1.48 | 4.2 | 6.5 | 1.5 | 4 | 6.1 |
AstonVilla | Stoke | 0 | 0 | 0 | 2.4 | 3.2 | 3.1 | 2.4 | 3.1 | 3 | 2.4 | 3.3 | 2.75 |
Southampton | Reading | 1 | 0 | 1 | 1.91 | 3.6 | 4 | 1.9 | 3.4 | 4 | 1.95 | 3.35 | 3.7 |
Sunderland | Chelsea | 1 | 3 | -2 | 4.75 | 3.5 | 1.8 | 4.75 | 3.7 | 1.7 | 4.2 | 3.5 | 1.8 |
Swansea | Norwich | 3 | 4 | -1 | 1.8 | 3.6 | 4.5 | 1.78 | 3.5 | 4.5 | 1.85 | 3.45 | 4 |
Wigan | QPR | 2 | 2 | 0 | 2.3 | 3.4 | 3.1 | 2.35 | 3.3 | 2.9 | 2.2 | 3.3 | 3.1 |
Everton | Tottenham | 2 | 1 | 1 | 2 | 3.5 | 3.75 | 2 | 3.3 | 3.75 | 2.1 | 3.3 | 3.3 |
ManCity | ManUnited | 2 | 3 | -1 | 2.2 | 3.5 | 3.2 | 2.15 | 3.3 | 3.3 | 2.3 | 3.3 | 2.9 |
WestHam | Liverpool | 2 | 3 | -1 | 3 | 3.3 | 2.38 | 2.9 | 3.25 | 2.4 | 2.75 | 3.3 | 2.4 |
Fulham | Newcastle | 2 | 1 | 1 | 1.91 | 3.6 | 4 | 1.85 | 3.4 | 4.25 | 1.9 | 3.45 | 3.8 |
Sunderland | Reading | 3 | 0 | 3 | 2 | 3.5 | 3.75 | 1.95 | 3.4 | 3.8 | 1.95 | 3.4 | 3.6 |
Liverpool | AstonVilla | 1 | 3 | -2 | 1.36 | 4.75 | 9 | 1.35 | 4.5 | 9.25 | 1.4 | 4.4 | 7.3 |
ManUnited | Sunderland | 3 | 1 | 2 | 1.2 | 6.5 | 15 | 1.18 | 6.75 | 13.5 | 1.18 | 6.5 | 14 |
Newcastle | ManCity | 1 | 3 | -2 | 5.5 | 3.75 | 1.67 | 5 | 3.9 | 1.62 | 5.1 | 3.6 | 1.65 |
Norwich | Wigan | 2 | 1 | 1 | 2.2 | 3.4 | 3.25 | 2.1 | 3.3 | 3.4 | 2.05 | 3.3 | 3.5 |
QPR | Fulham | 2 | 1 | 1 | 2.4 | 3.4 | 2.88 | 2.4 | 3.4 | 2.8 | 2.5 | 3.3 | 2.65 |
Stoke | Everton | 1 | 1 | 0 | 3.1 | 3.2 | 2.4 | 3 | 3.2 | 2.35 | 2.75 | 3.3 | 2.4 |
Tottenham | Swansea | 1 | 0 | 1 | 1.62 | 4 | 5.5 | 1.62 | 3.9 | 5 | 1.6 | 3.7 | 5.4 |
WestBrom | WestHam | 0 | 0 | 0 | 2 | 3.5 | 3.75 | 1.9 | 3.4 | 4 | 2 | 3.3 | 3.6 |
Reading | Arsenal | 2 | 5 | -3 | 5.5 | 4 | 1.62 | 5.25 | 3.9 | 1.6 | 5.1 | 3.6 | 1.65 |
Liverpool | Fulham | 4 | 0 | 4 | 1.53 | 4 | 6.5 | 1.57 | 3.7 | 6.25 | 1.57 | 3.75 | 5.6 |
ManCity | Reading | 1 | 0 | 1 | 1.14 | 8 | 19 | 1.15 | 8 | 14 | 1.12 | 8 | 16 |
Newcastle | QPR | 1 | 0 | 1 | 2.1 | 3.4 | 3.5 | 2.05 | 3.3 | 3.6 | 1.95 | 3.35 | 3.7 |
Southampton | Sunderland | 0 | 1 | -1 | 2 | 3.5 | 3.75 | 1.95 | 3.4 | 3.9 | 2 | 3.3 | 3.6 |
Tottenham | Stoke | 0 | 0 | 0 | 1.62 | 3.75 | 6 | 1.57 | 3.75 | 6.25 | 1.67 | 3.55 | 5 |
WestBrom | Norwich | 2 | 1 | 1 | 1.91 | 3.6 | 4 | 1.95 | 3.5 | 3.8 | 2.05 | 3.3 | 3.5 |
WestHam | Everton | 1 | 2 | -1 | 2.88 | 3.25 | 2.5 | 2.85 | 3.2 | 2.5 | 2.75 | 3.3 | 2.4 |
Wigan | Arsenal | 0 | 1 | -1 | 4.75 | 3.75 | 1.73 | 4.5 | 3.9 | 1.7 | 4.7 | 3.6 | 1.7 |
Chelsea | AstonVilla | 8 | 0 | 8 | 1.33 | 5.5 | 8.5 | 1.34 | 5 | 8.25 | 1.33 | 4.8 | 8.3 |
Swansea | ManUnited | 1 | 1 | 0 | 5 | 4 | 1.67 | 5 | 4 | 1.62 | 5.4 | 3.7 | 1.6 |
AstonVilla | Tottenham | 0 | 4 | -4 | 3.75 | 3.5 | 2 | 3.75 | 3.5 | 1.95 | 3.3 | 3.3 | 2.1 |
Everton | Wigan | 2 | 1 | 1 | 1.44 | 4.5 | 7 | 1.48 | 4.1 | 7 | 1.47 | 4 | 6.6 |
Fulham | Southampton | 1 | 1 | 0 | 1.85 | 3.6 | 4.2 | 1.83 | 3.75 | 4 | 1.85 | 3.45 | 4 |
ManUnited | Newcastle | 4 | 3 | 1 | 1.22 | 6.5 | 13 | 1.22 | 6.5 | 11 | 1.25 | 5.6 | 10 |
Norwich | Chelsea | 0 | 1 | -1 | 6 | 3.75 | 1.62 | 5.5 | 4 | 1.57 | 5.4 | 3.7 | 1.6 |
QPR | WestBrom | 1 | 2 | -1 | 2.2 | 3.4 | 3.25 | 2.25 | 3.3 | 3.1 | 2.3 | 3.3 | 2.9 |
Reading | Swansea | 0 | 0 | 0 | 2.9 | 3.4 | 2.38 | 2.9 | 3.4 | 2.35 | 2.75 | 3.3 | 2.4 |
Stoke | Liverpool | 3 | 1 | 2 | 3.4 | 3.2 | 2.25 | 3.1 | 3.2 | 2.3 | 2.75 | 3.3 | 2.4 |
Sunderland | ManCity | 1 | 0 | 1 | 6.5 | 4 | 1.53 | 6.5 | 4.1 | 1.5 | 5.6 | 3.9 | 1.55 |
Arsenal | Newcastle | 7 | 3 | 4 | 1.44 | 4.5 | 7 | 1.45 | 4.5 | 6.5 | 1.5 | 4 | 6.1 |
AstonVilla | Wigan | 0 | 3 | -3 | 2.4 | 3.25 | 3 | 2.35 | 3.2 | 3.1 | 2.2 | 3.2 | 3.2 |
Fulham | Swansea | 1 | 2 | -1 | 2.1 | 3.4 | 3.5 | 2.05 | 3.5 | 3.4 | 2.2 | 3.3 | 3.1 |
ManUnited | WestBrom | 2 | 0 | 2 | 1.3 | 5.5 | 10 | 1.3 | 5.25 | 9.25 | 1.27 | 5.2 | 10 |
Norwich | ManCity | 3 | 4 | -1 | 6 | 4 | 1.57 | 6.25 | 3.75 | 1.57 | 5.4 | 3.7 | 1.6 |
Reading | WestHam | 1 | 0 | 1 | 2.88 | 3.25 | 2.5 | 2.8 | 3.25 | 2.5 | 2.6 | 3.2 | 2.6 |
Stoke | Southampton | 3 | 3 | 0 | 1.8 | 3.5 | 4.75 | 1.75 | 3.4 | 5 | 1.8 | 3.5 | 4.2 |
Sunderland | Tottenham | 1 | 2 | -1 | 3.5 | 3.4 | 2.1 | 3.5 | 3.4 | 2.05 | 3.3 | 3.3 | 2.1 |
Everton | Chelsea | 1 | 2 | -1 | 2.88 | 3.3 | 2.5 | 2.9 | 3.2 | 2.45 | 2.65 | 3.3 | 2.5 |
QPR | Liverpool | 0 | 3 | -3 | 4 | 3.5 | 1.91 | 4 | 3.6 | 1.87 | 3.8 | 3.45 | 1.9 |
ManCity | Stoke | 3 | 0 | 3 | 1.29 | 5.5 | 11 | 1.28 | 5 | 12 | 1.27 | 5.2 | 10 |
Southampton | Arsenal | 1 | 1 | 0 | 5 | 3.75 | 1.7 | 5 | 3.9 | 1.65 | 4.7 | 3.6 | 1.7 |
Swansea | AstonVilla | 2 | 2 | 0 | 1.57 | 4 | 6 | 1.57 | 4 | 5.5 | 1.6 | 3.7 | 5.4 |
Tottenham | Reading | 3 | 1 | 2 | 1.33 | 5 | 10 | 1.34 | 4.75 | 9.25 | 1.35 | 4.8 | 7.6 |
WestBrom | Fulham | 1 | 2 | -1 | 2 | 3.5 | 3.75 | 1.95 | 3.4 | 3.9 | 2 | 3.3 | 3.6 |
WestHam | Norwich | 2 | 1 | 1 | 2.1 | 3.4 | 3.5 | 2.05 | 3.3 | 3.6 | 2.2 | 3.3 | 3.1 |
Wigan | ManUnited | 0 | 4 | -4 | 6 | 4.2 | 1.53 | 6.25 | 4.2 | 1.5 | 6.1 | 4 | 1.5 |
Chelsea | QPR | 0 | 1 | -1 | 1.2 | 6.5 | 15 | 1.2 | 6.25 | 14 | 1.22 | 5.5 | 12 |
Liverpool | Sunderland | 3 | 0 | 3 | 1.4 | 4.5 | 8.5 | 1.4 | 4.33 | 8.25 | 1.45 | 4 | 7 |
Newcastle | Everton | 1 | 2 | -1 | 3 | 3.4 | 2.38 | 2.95 | 3.25 | 2.4 | 2.75 | 3.3 | 2.4 |
AstonVilla | Southampton | 0 | 1 | -1 | 2.55 | 3.5 | 2.9 | 2.45 | 3.25 | 2.85 | 2.3 | 3.3 | 2.9 |
Everton | Swansea | 0 | 0 | 0 | 1.57 | 4.2 | 6.5 | 1.53 | 4.1 | 6 | 1.6 | 3.7 | 5.4 |
Fulham | Wigan | 1 | 1 | 0 | 2.05 | 3.5 | 4 | 1.91 | 3.4 | 4 | 1.9 | 3.45 | 3.8 |
Norwich | Newcastle | 0 | 0 | 0 | 2.2 | 3.6 | 3.4 | 2.15 | 3.4 | 3.25 | 2.1 | 3.3 | 3.3 |
QPR | Tottenham | 0 | 0 | 0 | 4.5 | 3.8 | 1.85 | 4.2 | 3.7 | 1.8 | 3.8 | 3.45 | 1.9 |
Reading | WestBrom | 3 | 2 | 1 | 3 | 3.4 | 2.5 | 2.9 | 3.2 | 2.45 | 2.6 | 3.2 | 2.6 |
Stoke | Chelsea | 0 | 4 | -4 | 4.33 | 3.5 | 1.95 | 4 | 3.4 | 1.91 | 3.8 | 3.45 | 1.9 |
Sunderland | WestHam | 3 | 0 | 3 | 2.38 | 3.3 | 3.3 | 2.3 | 3.2 | 3.1 | 2.2 | 3.3 | 3.1 |
Arsenal | ManCity | 0 | 2 | -2 | 2.63 | 3.5 | 2.8 | 2.55 | 3.4 | 2.65 | 2.65 | 3.3 | 2.5 |
ManUnited | Liverpool | 2 | 1 | 1 | 1.91 | 3.8 | 4.2 | 1.8 | 3.8 | 4.1 | 1.75 | 3.6 | 4.3 |
Chelsea | Southampton | 2 | 2 | 0 | 1.25 | 6.5 | 15 | 1.23 | 6.25 | 11 | 1.25 | 5.5 | 10.3 |
Liverpool | Norwich | 5 | 0 | 5 | 1.33 | 5.5 | 10.5 | 1.3 | 5.25 | 9.75 | 1.33 | 4.8 | 8.3 |
ManCity | Fulham | 2 | 0 | 2 | 1.25 | 6.5 | 14 | 1.23 | 6 | 11.5 | 1.22 | 5.5 | 12 |
Newcastle | Reading | 1 | 2 | -1 | 1.75 | 4 | 5 | 1.72 | 3.75 | 4.6 | 1.8 | 3.5 | 4.2 |
Swansea | Stoke | 3 | 1 | 2 | 2.2 | 3.4 | 3.6 | 2.1 | 3.4 | 3.4 | 2 | 3.3 | 3.6 |
WestBrom | AstonVilla | 2 | 2 | 0 | 1.75 | 4 | 5 | 1.72 | 3.8 | 4.5 | 1.8 | 3.5 | 4.2 |
WestHam | QPR | 1 | 1 | 0 | 2.1 | 3.5 | 3.75 | 2 | 3.5 | 3.6 | 2 | 3.3 | 3.6 |
Wigan | Sunderland | 2 | 3 | -1 | 2.15 | 3.4 | 3.8 | 2.1 | 3.25 | 3.6 | 2.15 | 3.3 | 3.2 |
Chelsea | Arsenal | 2 | 1 | 1 | 1.91 | 3.6 | 4 | 1.91 | 3.4 | 4 | 1.9 | 3.45 | 3.8 |
Tottenham | ManUnited | 1 | 1 | 0 | 2.9 | 3.6 | 2.5 | 2.85 | 3.6 | 2.3 | 2.9 | 3.3 | 2.3 |
Southampton | Everton | 0 | 0 | 0 | 3.6 | 3.5 | 2.05 | 3.9 | 3.5 | 1.91 | 3.6 | 3.3 | 2 |
Arsenal | WestHam | 5 | 1 | 4 | 1.44 | 4.75 | 8 | 1.44 | 4.1 | 7.75 | 1.4 | 4.4 | 7.3 |
AstonVilla | Newcastle | 1 | 2 | -1 | 2.9 | 3.4 | 2.6 | 2.85 | 3.2 | 2.5 | 2.4 | 3.3 | 2.75 |
QPR | ManCity | 0 | 0 | 0 | 7.5 | 4.5 | 1.5 | 7 | 4.4 | 1.44 | 5.6 | 3.9 | 1.55 |
Stoke | Wigan | 2 | 2 | 0 | 2.2 | 3.3 | 3.75 | 2.05 | 3.3 | 3.6 | 2 | 3.3 | 3.6 |
Sunderland | Swansea | 0 | 0 | 0 | 2.5 | 3.4 | 3 | 2.55 | 3.25 | 2.75 | 2.2 | 3.3 | 3.1 |
Arsenal | Liverpool | 2 | 2 | 0 | 2.4 | 3.5 | 3.1 | 2.4 | 3.2 | 3 | 2.2 | 3.3 | 3.1 |
Everton | WestBrom | 2 | 1 | 1 | 1.6 | 4.1 | 6.5 | 1.53 | 4.1 | 6 | 1.6 | 3.7 | 5.4 |
Fulham | WestHam | 3 | 1 | 2 | 2.2 | 3.5 | 3.5 | 2.15 | 3.4 | 3.3 | 2 | 3.3 | 3.6 |
ManUnited | Southampton | 2 | 1 | 1 | 1.25 | 6.5 | 14 | 1.2 | 7 | 11.5 | 1.15 | 7 | 15 |
Norwich | Tottenham | 1 | 1 | 0 | 4.75 | 3.75 | 1.83 | 4.6 | 3.6 | 1.75 | 4 | 3.45 | 1.85 |
Reading | Chelsea | 2 | 2 | 0 | 7.5 | 4.5 | 1.5 | 7.25 | 4.2 | 1.45 | 6.1 | 4 | 1.5 |
Arsenal | Stoke | 1 | 0 | 1 | 1.44 | 4.5 | 9 | 1.42 | 4.2 | 8.25 | 1.45 | 4 | 7 |
Everton | AstonVilla | 3 | 3 | 0 | 1.4 | 5 | 9 | 1.35 | 4.6 | 9.25 | 1.42 | 4.4 | 7.2 |
Fulham | ManUnited | 0 | 1 | -1 | 5.5 | 4.2 | 1.65 | 5.5 | 4.1 | 1.57 | 5.6 | 3.75 | 1.57 |
Newcastle | Chelsea | 3 | 2 | 1 | 4 | 3.6 | 2 | 3.75 | 3.7 | 1.9 | 4 | 3.45 | 1.85 |
QPR | Norwich | 0 | 0 | 0 | 1.95 | 3.6 | 4.33 | 1.91 | 3.6 | 3.8 | 1.95 | 3.35 | 3.7 |
Reading | Sunderland | 2 | 1 | 1 | 2.5 | 3.4 | 3 | 2.4 | 3.25 | 2.95 | 2.3 | 3.3 | 2.9 |
WestHam | Swansea | 1 | 0 | 1 | 2.4 | 3.4 | 3.2 | 2.4 | 3.2 | 3 | 2.3 | 3.1 | 3.1 |
Wigan | Southampton | 2 | 2 | 0 | 2.2 | 3.5 | 3.5 | 2.15 | 3.4 | 3.3 | 2 | 3.3 | 3.6 |
ManCity | Liverpool | 2 | 2 | 0 | 1.83 | 3.9 | 4.5 | 1.85 | 3.8 | 3.8 | 1.8 | 3.5 | 4.2 |
WestBrom | Tottenham | 0 | 1 | -1 | 3.6 | 3.4 | 2.2 | 3.5 | 3.3 | 2.1 | 3.6 | 3.3 | 2 |
Chelsea | Wigan | 4 | 1 | 3 | 1.36 | 5.5 | 9.5 | 1.34 | 5 | 8.5 | 1.3 | 5 | 9 |
Norwich | Fulham | 0 | 0 | 0 | 2.3 | 3.4 | 3.4 | 2.3 | 3.25 | 3.1 | 2.3 | 3.3 | 2.9 |
Southampton | ManCity | 3 | 1 | 2 | 5.75 | 4 | 1.67 | 5.5 | 4 | 1.57 | 5.6 | 3.9 | 1.55 |
Stoke | Reading | 2 | 1 | 1 | 1.91 | 3.5 | 4.6 | 1.83 | 3.4 | 4.4 | 1.9 | 3.45 | 3.8 |
Sunderland | Arsenal | 0 | 1 | -1 | 4.5 | 3.6 | 1.91 | 4 | 3.6 | 1.85 | 4.2 | 3.5 | 1.8 |
Swansea | QPR | 4 | 1 | 3 | 1.83 | 3.75 | 4.75 | 1.83 | 3.4 | 4.4 | 1.8 | 3.5 | 4.2 |
Tottenham | Newcastle | 2 | 1 | 1 | 1.67 | 4 | 5.75 | 1.65 | 3.8 | 5 | 1.7 | 3.6 | 4.7 |
AstonVilla | WestHam | 2 | 1 | 1 | 2.63 | 3.4 | 2.88 | 2.55 | 3.25 | 2.75 | 2.45 | 3.3 | 2.7 |
ManUnited | Everton | 2 | 0 | 2 | 1.75 | 3.9 | 5 | 1.7 | 3.8 | 4.75 | 1.65 | 3.6 | 5.1 |
Liverpool | WestBrom | 0 | 2 | -2 | 1.4 | 5 | 9 | 1.34 | 5 | 8.5 | 1.37 | 4.6 | 7.5 |
Liverpool | Swansea | 5 | 0 | 5 | 1.57 | 4.4 | 6 | 1.57 | 4.1 | 5.5 | 1.55 | 3.9 | 5.6 |
Arsenal | AstonVilla | 2 | 1 | 1 | 1.33 | 5.5 | 11 | 1.3 | 5.25 | 9.25 | 1.35 | 4.8 | 7.6 |
Fulham | Stoke | 1 | 0 | 1 | 2.2 | 3.3 | 3.75 | 2.05 | 3.3 | 3.6 | 2.05 | 3.3 | 3.5 |
Norwich | Everton | 2 | 1 | 1 | 3.8 | 3.5 | 2.1 | 3.6 | 3.3 | 2.05 | 3.6 | 3.3 | 2 |
QPR | ManUnited | 0 | 2 | -2 | 7 | 4.33 | 1.53 | 6.5 | 3.9 | 1.53 | 7 | 4 | 1.45 |
Reading | Wigan | 0 | 3 | -3 | 2.63 | 3.4 | 2.88 | 2.55 | 3.2 | 2.8 | 2.2 | 3.3 | 3.1 |
WestBrom | Sunderland | 2 | 1 | 1 | 2.05 | 3.5 | 4 | 1.95 | 3.3 | 4 | 2 | 3.3 | 3.6 |
ManCity | Chelsea | 2 | 0 | 2 | 1.95 | 3.6 | 4.33 | 1.91 | 3.5 | 3.9 | 1.95 | 3.35 | 3.7 |
Newcastle | Southampton | 4 | 2 | 2 | 2.2 | 3.5 | 3.2 | 2 | 3.5 | 3.6 | 2 | 3.3 | 3.6 |
WestHam | Tottenham | 2 | 3 | -1 | 3.6 | 3.5 | 2.15 | 3.4 | 3.25 | 2.15 | 3.3 | 3.3 | 2.1 |
Chelsea | WestBrom | 1 | 0 | 1 | 1.4 | 5 | 9 | 1.4 | 4.33 | 8.25 | 1.37 | 4.6 | 7.5 |
Everton | Reading | 3 | 1 | 2 | 1.38 | 5 | 10 | 1.36 | 5 | 7.75 | 1.42 | 4.4 | 7.2 |
ManUnited | Norwich | 4 | 0 | 4 | 1.33 | 5.5 | 11 | 1.3 | 5.25 | 9.25 | 1.3 | 5 | 9 |
Southampton | QPR | 1 | 2 | -1 | 1.85 | 3.8 | 4.5 | 1.8 | 3.5 | 4.5 | 1.9 | 3.45 | 3.8 |
Stoke | WestHam | 0 | 1 | -1 | 2.15 | 3.25 | 4 | 2.05 | 3.3 | 3.6 | 2 | 3.3 | 3.6 |
Sunderland | Fulham | 2 | 2 | 0 | 2.4 | 3.3 | 3.3 | 2.35 | 3.2 | 3.1 | 2.2 | 3.2 | 3.2 |
Swansea | Newcastle | 1 | 0 | 1 | 2.1 | 3.6 | 3.75 | 2 | 3.5 | 3.6 | 2.1 | 3.3 | 3.3 |
Wigan | Liverpool | 0 | 4 | -4 | 4.5 | 3.75 | 1.85 | 4.2 | 3.8 | 1.78 | 4.2 | 3.5 | 1.8 |
Tottenham | Arsenal | 2 | 1 | 1 | 2.3 | 3.6 | 3.25 | 2.3 | 3.4 | 3 | 2.3 | 3.3 | 2.9 |
AstonVilla | ManCity | 0 | 1 | -1 | 7.5 | 4.5 | 1.44 | 7.5 | 4.25 | 1.44 | 5.6 | 3.9 | 1.55 |
Norwich | Southampton | 0 | 0 | 0 | 2.5 | 3.4 | 3 | 2.4 | 3.2 | 3 | 2.2 | 3.3 | 3.1 |
QPR | Sunderland | 3 | 1 | 2 | 2.25 | 3.4 | 3.5 | 2.25 | 3.25 | 3.2 | 2.25 | 3.3 | 3 |
Reading | AstonVilla | 1 | 2 | -1 | 2.45 | 3.4 | 3.1 | 2.35 | 3.25 | 3 | 2.2 | 3.3 | 3.1 |
WestBrom | Swansea | 2 | 1 | 1 | 2.45 | 3.3 | 3.2 | 2.35 | 3.2 | 3.1 | 2.2 | 3.3 | 3.1 |
Liverpool | Tottenham | 3 | 2 | 1 | 1.95 | 3.8 | 4 | 1.85 | 3.8 | 3.8 | 2 | 3.3 | 3.6 |
Newcastle | Stoke | 2 | 1 | 1 | 1.83 | 3.7 | 4.8 | 1.8 | 3.4 | 4.6 | 1.9 | 3.45 | 3.8 |
AstonVilla | QPR | 3 | 2 | 1 | 2.3 | 3.4 | 3.4 | 2.1 | 3.4 | 3.4 | 2.1 | 3.3 | 3.3 |
Everton | ManCity | 2 | 0 | 2 | 3.9 | 3.6 | 2.05 | 3.8 | 3.3 | 2 | 3.3 | 3.3 | 2.1 |
ManUnited | Reading | 1 | 0 | 1 | 1.17 | 9 | 19 | 1.15 | 8 | 14 | 1.15 | 7 | 15 |
Southampton | Liverpool | 3 | 1 | 2 | 4.2 | 3.8 | 1.91 | 4.1 | 3.5 | 1.87 | 4.5 | 3.5 | 1.75 |
Stoke | WestBrom | 0 | 0 | 0 | 2.5 | 3.3 | 3.1 | 2.45 | 3.1 | 3 | 2.3 | 3.3 | 2.9 |
Swansea | Arsenal | 0 | 2 | -2 | 3.4 | 3.5 | 2.25 | 3.4 | 3.2 | 2.2 | 3.3 | 3.3 | 2.1 |
Chelsea | WestHam | 2 | 0 | 2 | 1.4 | 5 | 9 | 1.34 | 5 | 8.25 | 1.35 | 4.8 | 7.6 |
Sunderland | Norwich | 1 | 1 | 0 | 2.05 | 3.5 | 4 | 2 | 3.5 | 3.6 | 2 | 3.3 | 3.6 |
Tottenham | Fulham | 0 | 1 | -1 | 1.5 | 4.5 | 7.5 | 1.48 | 4.25 | 6.5 | 1.55 | 3.9 | 5.6 |
Wigan | Newcastle | 2 | 1 | 1 | 2.3 | 3.4 | 3.4 | 2.25 | 3.25 | 3.2 | 2.1 | 3.3 | 3.3 |
Arsenal | Reading | 4 | 1 | 3 | 1.25 | 6.5 | 15 | 1.22 | 6.5 | 11 | 1.25 | 5.5 | 10.3 |
Everton | Stoke | 1 | 0 | 1 | 1.57 | 3.9 | 7.5 | 1.5 | 4.1 | 6.5 | 1.5 | 4 | 6.1 |
ManCity | Newcastle | 4 | 0 | 4 | 1.33 | 5.5 | 11 | 1.26 | 5.5 | 11 | 1.3 | 5 | 9 |
Southampton | Chelsea | 2 | 1 | 1 | 3.5 | 3.5 | 2.2 | 3.4 | 3.5 | 2.05 | 3.6 | 3.3 | 2 |
Sunderland | ManUnited | 0 | 1 | -1 | 6 | 4 | 1.65 | 5.5 | 3.8 | 1.62 | 5.1 | 3.6 | 1.65 |
Swansea | Tottenham | 1 | 2 | -1 | 3.4 | 3.4 | 2.3 | 3.2 | 3.25 | 2.25 | 3.1 | 3.3 | 2.2 |
WestHam | WestBrom | 3 | 1 | 2 | 2.3 | 3.4 | 3.4 | 2.3 | 3.2 | 3.1 | 2.2 | 3.2 | 3.2 |
Wigan | Norwich | 1 | 0 | 1 | 1.95 | 3.6 | 4.33 | 1.87 | 3.5 | 4.1 | 1.95 | 3.35 | 3.7 |
AstonVilla | Liverpool | 1 | 2 | -1 | 5 | 4 | 1.75 | 4.75 | 3.8 | 1.7 | 4.2 | 3.5 | 1.8 |
Fulham | QPR | 3 | 2 | 1 | 2 | 3.6 | 4 | 1.91 | 3.4 | 4 | 1.85 | 3.45 | 4 |
Norwich | Swansea | 2 | 2 | 0 | 2.63 | 3.3 | 2.9 | 2.6 | 3.1 | 2.8 | 2.3 | 3.3 | 2.9 |
Reading | Southampton | 0 | 2 | -2 | 3.3 | 3.6 | 2.25 | 3.3 | 3.4 | 2.15 | 3.1 | 3.3 | 2.2 |
Stoke | AstonVilla | 1 | 3 | -2 | 2.1 | 3.4 | 4 | 2.05 | 3.2 | 3.8 | 2 | 3.3 | 3.6 |
WestBrom | Arsenal | 1 | 2 | -1 | 4.1 | 3.7 | 1.95 | 4.1 | 3.5 | 1.87 | 3.8 | 3.45 | 1.9 |
Chelsea | Sunderland | 2 | 1 | 1 | 1.36 | 5 | 11 | 1.3 | 5 | 10.5 | 1.33 | 4.8 | 8.3 |
Liverpool | WestHam | 0 | 0 | 0 | 1.36 | 5.5 | 9 | 1.35 | 5 | 8 | 1.35 | 4.8 | 7.6 |
Newcastle | Fulham | 1 | 0 | 1 | 2.1 | 3.5 | 3.8 | 2 | 3.25 | 3.9 | 1.95 | 3.4 | 3.6 |
QPR | Wigan | 1 | 1 | 0 | 2.38 | 3.4 | 3.25 | 2.3 | 3.25 | 3.1 | 2.4 | 3.3 | 2.75 |
Tottenham | Everton | 2 | 2 | 0 | 2.2 | 3.4 | 3.6 | 2.25 | 3.25 | 3.2 | 2.1 | 3.3 | 3.3 |
ManUnited | ManCity | 1 | 2 | -1 | 2.3 | 3.5 | 3.3 | 2.2 | 3.4 | 3.2 | 2 | 3.3 | 3.6 |
Arsenal | Norwich | 3 | 1 | 2 | 1.25 | 6.5 | 14 | 1.23 | 6 | 11.5 | 1.25 | 5.5 | 10.3 |
AstonVilla | Fulham | 1 | 1 | 0 | 2.3 | 3.3 | 3.5 | 2.25 | 3.2 | 3.25 | 2.2 | 3.3 | 3.1 |
Everton | QPR | 2 | 0 | 2 | 1.44 | 4.75 | 8 | 1.4 | 4.6 | 7.5 | 1.42 | 4.5 | 6.7 |
Reading | Liverpool | 0 | 0 | 0 | 8 | 4.75 | 1.45 | 7.25 | 4.33 | 1.44 | 6.1 | 4 | 1.5 |
Southampton | WestHam | 1 | 1 | 0 | 1.91 | 3.75 | 4.2 | 1.8 | 3.7 | 4.2 | 1.85 | 3.5 | 3.9 |
Newcastle | Sunderland | 0 | 3 | -3 | 1.95 | 3.5 | 4.5 | 1.91 | 3.25 | 4.25 | 1.9 | 3.45 | 3.8 |
Stoke | ManUnited | 0 | 2 | -2 | 7 | 3.9 | 1.6 | 6.5 | 3.75 | 1.55 | 5.1 | 3.6 | 1.65 |
Arsenal | Everton | 0 | 0 | 0 | 1.75 | 3.9 | 5 | 1.7 | 3.8 | 4.75 | 1.8 | 3.5 | 4.2 |
Fulham | Chelsea | 0 | 3 | -3 | 4.75 | 3.8 | 1.8 | 4.5 | 3.8 | 1.72 | 3.8 | 3.45 | 1.9 |
ManCity | Wigan | 1 | 0 | 1 | 1.25 | 6.5 | 14 | 1.23 | 6 | 11.5 | 1.27 | 5.5 | 9 |
WestHam | ManUnited | 2 | 2 | 0 | 5.5 | 3.9 | 1.7 | 5 | 3.75 | 1.67 | 5.1 | 3.6 | 1.65 |
Fulham | Arsenal | 0 | 1 | -1 | 5 | 4 | 1.75 | 4.75 | 3.8 | 1.7 | 4.2 | 3.5 | 1.8 |
Norwich | Reading | 2 | 1 | 1 | 1.75 | 3.8 | 5.25 | 1.67 | 3.7 | 5 | 1.7 | 3.8 | 4.4 |
QPR | Stoke | 0 | 2 | -2 | 2.25 | 3.4 | 3.5 | 2.1 | 3.4 | 3.4 | 2.2 | 3.3 | 3.1 |
Sunderland | Everton | 1 | 0 | 1 | 3.4 | 3.4 | 2.3 | 3.4 | 3.3 | 2.15 | 3 | 3.3 | 2.25 |
Swansea | Southampton | 0 | 0 | 0 | 2.38 | 3.5 | 3.1 | 2.25 | 3.3 | 3.1 | 2.3 | 3.1 | 3.1 |
WestBrom | Newcastle | 1 | 1 | 0 | 2.25 | 3.5 | 3.4 | 2.25 | 3.2 | 3.25 | 2.25 | 3.3 | 3 |
WestHam | Wigan | 2 | 0 | 2 | 2.3 | 3.5 | 3.3 | 2.3 | 3.25 | 3.1 | 2.2 | 3.2 | 3.2 |
Liverpool | Chelsea | 2 | 2 | 0 | 2.15 | 3.6 | 3.6 | 2.05 | 3.5 | 3.4 | 2.2 | 3.3 | 3.1 |
Tottenham | ManCity | 3 | 1 | 2 | 3.25 | 3.6 | 2.3 | 3.2 | 3.25 | 2.25 | 2.9 | 3.3 | 2.3 |
ManUnited | AstonVilla | 3 | 0 | 3 | 1.25 | 6.75 | 13 | 1.22 | 6.75 | 10.5 | 1.25 | 5.5 | 10.3 |
Everton | Fulham | 1 | 0 | 1 | 1.5 | 4.5 | 7.5 | 1.45 | 4.1 | 7.5 | 1.55 | 3.9 | 5.6 |
ManCity | WestHam | 2 | 1 | 1 | 1.29 | 6 | 12 | 1.25 | 5.5 | 12 | 1.27 | 5.2 | 10 |
Newcastle | Liverpool | 0 | 6 | -6 | 2.88 | 3.6 | 2.5 | 2.95 | 3.25 | 2.4 | 2.75 | 3.3 | 2.4 |
Southampton | WestBrom | 0 | 3 | -3 | 1.85 | 3.75 | 4.6 | 1.85 | 3.6 | 4.1 | 1.9 | 3.45 | 3.8 |
Stoke | Norwich | 1 | 0 | 1 | 2.25 | 3.3 | 3.6 | 2.15 | 3.2 | 3.5 | 2 | 3.2 | 3.7 |
Wigan | Tottenham | 2 | 2 | 0 | 3.8 | 3.6 | 2.05 | 3.8 | 3.5 | 1.95 | 3.8 | 3.45 | 1.9 |
Arsenal | ManUnited | 1 | 1 | 0 | 2.25 | 3.6 | 3.3 | 2.1 | 3.5 | 3.3 | 2 | 3.4 | 3.5 |
Chelsea | Swansea | 2 | 0 | 2 | 1.36 | 5.5 | 9 | 1.3 | 5.25 | 9.5 | 1.25 | 5.5 | 10.3 |
Reading | QPR | 0 | 0 | 0 | 2.55 | 3.5 | 2.88 | 2.5 | 3.4 | 2.7 | 2.5 | 3.3 | 2.65 |
AstonVilla | Sunderland | 6 | 1 | 5 | 2.3 | 3.4 | 3.4 | 2.2 | 3.25 | 3.3 | 2 | 3.2 | 3.7 |
Fulham | Reading | 2 | 4 | -2 | 1.73 | 3.9 | 5.25 | 1.67 | 3.6 | 5.25 | 1.65 | 3.7 | 4.9 |
Norwich | AstonVilla | 1 | 2 | -1 | 2.55 | 3.3 | 3 | 2.45 | 3.2 | 2.9 | 2.3 | 3.3 | 2.9 |
QPR | Arsenal | 0 | 1 | -1 | 8 | 4.75 | 1.44 | 7.5 | 4.6 | 1.4 | 7.1 | 5 | 1.35 |
Swansea | ManCity | 0 | 0 | 0 | 5.25 | 3.8 | 1.75 | 4.75 | 3.75 | 1.7 | 4.5 | 3.7 | 1.7 |
Tottenham | Southampton | 1 | 0 | 1 | 1.44 | 4.75 | 8 | 1.45 | 4.5 | 6.5 | 1.4 | 4.6 | 6.8 |
WestBrom | Wigan | 2 | 3 | -1 | 2.45 | 3.5 | 3 | 2.35 | 3.25 | 3 | 2.3 | 3.3 | 2.9 |
WestHam | Newcastle | 0 | 0 | 0 | 2.38 | 3.4 | 3.25 | 2.35 | 3.2 | 3.1 | 2.3 | 3.3 | 2.9 |
Liverpool | Everton | 0 | 0 | 0 | 1.95 | 3.6 | 4.2 | 1.95 | 3.4 | 3.9 | 2 | 3.3 | 3.6 |
ManUnited | Chelsea | 0 | 1 | -1 | 2.2 | 3.5 | 3.5 | 2.15 | 3.5 | 3.2 | 2.1 | 3.3 | 3.3 |
Sunderland | Stoke | 1 | 1 | 0 | 2.1 | 3.3 | 4 | 2.05 | 3.2 | 3.8 | 1.85 | 3.45 | 4 |
ManCity | WestBrom | 1 | 0 | 1 | 1.4 | 5 | 9 | 1.34 | 5 | 8 | 1.35 | 4.8 | 7.6 |
Wigan | Swansea | 2 | 3 | -1 | 1.83 | 3.75 | 4.75 | 1.72 | 3.6 | 4.75 | 1.8 | 3.5 | 4.2 |
Chelsea | Tottenham | 2 | 2 | 0 | 1.95 | 3.75 | 4 | 1.87 | 3.6 | 3.9 | 1.8 | 3.5 | 4.2 |
AstonVilla | Chelsea | 1 | 2 | -1 | 4.5 | 3.8 | 1.85 | 4.33 | 3.75 | 1.75 | 4.3 | 3.8 | 1.7 |
Everton | WestHam | 2 | 0 | 2 | 1.5 | 4.5 | 7.5 | 1.45 | 4.25 | 6.75 | 1.45 | 4 | 7 |
Fulham | Liverpool | 1 | 3 | -2 | 3.9 | 3.6 | 2.05 | 3.7 | 3.5 | 1.95 | 3.2 | 3.3 | 2.15 |
ManUnited | Swansea | 2 | 1 | 1 | 1.3 | 5.75 | 12 | 1.25 | 5.75 | 10.5 | 1.27 | 5.2 | 10 |
Norwich | WestBrom | 4 | 0 | 4 | 2.2 | 3.4 | 3.6 | 2.1 | 3.3 | 3.4 | 1.9 | 3.5 | 3.7 |
QPR | Newcastle | 1 | 2 | -1 | 3.4 | 3.4 | 2.3 | 3.1 | 3.4 | 2.2 | 3.3 | 3.3 | 2.1 |
Stoke | Tottenham | 1 | 2 | -1 | 4.5 | 3.6 | 1.91 | 4.5 | 3.5 | 1.78 | 4 | 3.45 | 1.85 |
Sunderland | Southampton | 1 | 1 | 0 | 2.8 | 3.2 | 2.8 | 2.65 | 3 | 2.75 | 2.5 | 3 | 2.8 |
Arsenal | Wigan | 4 | 1 | 3 | 1.4 | 5.5 | 8 | 1.33 | 5.25 | 7.75 | 1.35 | 5 | 7.1 |
Reading | ManCity | 0 | 2 | -2 | 6 | 4.33 | 1.6 | 5.75 | 4.1 | 1.53 | 5.3 | 3.9 | 1.57 |
Chelsea | Everton | 2 | 1 | 1 | 1.7 | 4 | 5.5 | 1.65 | 3.75 | 5 | 1.5 | 4 | 6.1 |
Liverpool | QPR | 1 | 0 | 1 | 1.25 | 7 | 12 | 1.2 | 6.5 | 12 | 1.22 | 5.5 | 12 |
ManCity | Norwich | 2 | 3 | -1 | 1.33 | 5.5 | 11 | 1.25 | 5.5 | 11 | 1.3 | 5 | 9 |
Newcastle | Arsenal | 0 | 1 | -1 | 6 | 4.6 | 1.55 | 6 | 4.33 | 1.48 | 6.5 | 4.2 | 1.45 |
Southampton | Stoke | 1 | 1 | 0 | 1.75 | 3.8 | 5.25 | 1.75 | 3.5 | 4.75 | 1.8 | 3.4 | 4.3 |
Swansea | Fulham | 0 | 3 | -3 | 1.8 | 3.8 | 4.75 | 1.72 | 3.75 | 4.5 | 1.8 | 3.5 | 4.2 |
Tottenham | Sunderland | 1 | 0 | 1 | 1.29 | 6 | 12 | 1.22 | 6 | 12 | 1.27 | 5.2 | 10 |
WestBrom | ManUnited | 5 | 5 | 0 | 4.5 | 3.9 | 1.83 | 4.5 | 3.6 | 1.75 | 4.2 | 3.5 | 1.8 |
WestHam | Reading | 4 | 2 | 2 | 1.67 | 4 | 5.75 | 1.6 | 3.8 | 5.5 | 1.7 | 3.6 | 4.7 |
Wigan | AstonVilla | 2 | 2 | 0 | 2.15 | 3.6 | 3.6 | 2 | 3.5 | 3.5 | 2.1 | 3.3 | 3.3 |
Data Analysis
editBegin by selecting "sex" and "locality" as the independent variables. Next, select one of the four shell five shell measures as your dependent variable. We will use "ribs" in the following example, but it is recommended that you use another in its place to explore these measures.
Begin by using the Two-Way Anova. Copy and paste data from this page into the cells provided by the applet. Use the ctrl + c command and the "paste" button in the applet to paste the sex, locality, and ribs. [Insert SnailPagePic1]
Click on the mapping tab and select the independent and dependent variables. Turn interaction on, and press the calculate button. This should bring up the results page. [Image of the results].
Note that because this is a 2 x 3 ANOVA, the significance of the main effect for sex is the significance value for the difference between ale and female.
However, for the main effect of locality, you will need to conduct a t-test for each of the three pairs. You can do this in a similar manner to the two-way ANOVA.
Reference
editReichenbach F, Baur H, Neubert E (2012) Sexual dimorphism in shells of Cochlostoma septemspirale (Caenogastropoda, Cyclophoroidea, Diplommatinidae, Cochlostomatinae). ZooKeys 208: 1-16. doi:10.3897/zookeys.208.2869
Baur H, Reichenbach F, Neubert E (2012) Data from: Sexual dimorphism in shells of Cochlostoma septemspirale (Caenogastropoda, Cyclophoroidea, Diplommatinidae, Cochlostomatinae). Dryad Digital Repository. doi:10.5061/dryad.ns7v7
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