Survey Differences Report

Composition-first view of significant survey differences. Every displayed panel has p<0.1; anything at or above that threshold is dropped.

Chart Type100% stacked bars: each group sums to 100%.
P-valuesFisher exact for 2x2 tables; chi-square otherwise.
Q8Dropped because the interesting categories have n=6 and n=4.
Obvious DifferencesGrouping variables and direct definitions are hidden.

How To Read This

Each section asks: what is the composition of each group? The p-value tests whether the group split and the displayed variable appear independent. The chart answers direction and size; the p-value is only a rough evidence marker because many comparisons are being scanned.

Wizards vs Explorers

Clear Wizard and Explorer rows only. Age is excluded because the program categories are age-structured.

Wizard n=87; Explorer n=37

Wizards vs Explorers composition chart
Each bar sums to 100%. Only variables with p<0.1 are shown.

Group Sizes

group responses share
Wizard 87 70%
Explorer 37 30%

Shown Differences

variable p_value test max_gap cramers_v categories
Taste rating 0.00078 Fisher exact 33% 0.32 Taste Good+, Taste not Good+
Gender 0.00141 Chi-square 33% 0.33 Female, Male, Unknown
Diet identity 0.00665 Chi-square 13% 0.34 Eggetarian, Meat + eggs, Other veg/eggs, Veg + bakery eggs, Vegetarian, no eggs
Variety rating 0.0441 Fisher exact 21% 0.19 Variety Good+, Variety not Good+
Source quality 0.0664 Fisher exact 14% 0.19 Not tricky, Source tricky

Meat Eaters vs Others

Meat eater means any meat signal. Direct food-choice variables are hidden so this does not just rediscover the definition.

Any meat signal n=81; No meat signal n=59

Meat Eaters vs Others composition chart
Each bar sums to 100%. Only variables with p<0.1 are shown.

Group Sizes

group responses share
Any meat signal 81 58%
No meat signal 59 42%

Shown Differences

variable p_value test max_gap cramers_v categories
Taste rating 0.0475 Fisher exact 17% 0.18 Taste Good+, Taste not Good+
Variety rating 0.0539 Fisher exact 17% 0.17 Variety Good+, Variety not Good+
Program 0.0874 Chi-square 17% 0.19 Explorer, Missing, Wizard

Karnataka / Maharashtra / Gujarat / Other

All non-Karnataka, non-Maharashtra, and non-Gujarat rows are folded into Other.

Karnataka n=25; Maharashtra n=45; Gujarat n=15; Other n=55

Karnataka / Maharashtra / Gujarat / Other composition chart
Each bar sums to 100%. Only variables with p<0.1 are shown.

Group Sizes

group responses share
Karnataka 25 18%
Maharashtra 45 32%
Gujarat 15 11%
Other 55 39%

Shown Differences

variable p_value test max_gap cramers_v categories
Gender 0.004 Chi-square 38% 0.26 Female, Male, Unknown
Egg signal 0.0482 Chi-square 36% 0.24 Any egg signal, No egg signal
Diet identity 0.0536 Chi-square 36% 0.22 Eggetarian, Meat + eggs, Other veg/eggs, Veg + bakery eggs, Vegetarian, no eggs
Q6 exactly Self 0.0761 Chi-square 31% 0.22 Exactly Self, Rest

Q4 Lizardman: Clear Yes vs All Others

Clear Yes is exactly Q4 = Yes. This group is very small, so read it as a stress-test.

Clear Yes n=9; All others n=131

No chart: nothing passed p<0.1 after filtering.

Group Sizes

group responses share
Clear Yes 9 6%
All others 131 94%

Shown Differences

No p<0.1 differences found after filtering.

Q6: Exactly Self vs Rest

Only exactly Self counts as self-filled. Mixed Self responses are grouped into Rest.

Exactly Self n=51; Rest n=89

Q6: Exactly Self vs Rest composition chart
Each bar sums to 100%. Only variables with p<0.1 are shown.

Group Sizes

group responses share
Exactly Self 51 36%
Rest 89 64%

Shown Differences

variable p_value test max_gap cramers_v categories
Variety rating 0.0756 Fisher exact 16% 0.15 Variety Good+, Variety not Good+
Region 0.0761 Chi-square 20% 0.22 Gujarat, Karnataka, Maharashtra, Other

Male vs Female

Unknown gender rows are excluded.

Male n=79; Female n=57

Male vs Female composition chart
Each bar sums to 100%. Only variables with p<0.1 are shown.

Group Sizes

group responses share
Male 79 58%
Female 57 42%

Shown Differences

variable p_value test max_gap cramers_v categories
Program 0.00415 Chi-square 26% 0.28 Explorer, Missing, Wizard
Region 0.0059 Chi-square 28% 0.30 Gujarat, Karnataka, Maharashtra, Other
Age band 0.0122 Chi-square 25% 0.25 11-12, 13-14, Other/missing
Source quality 0.0243 Fisher exact 13% 0.20 Not tricky, Source tricky
Taste rating 0.0665 Fisher exact 16% 0.17 Taste Good+, Taste not Good+

Tricky vs Not Tricky

Source-marked tricky rows compared with all other rows.

Source tricky n=16; Not tricky n=124

Tricky vs Not Tricky composition chart
Each bar sums to 100%. Only variables with p<0.1 are shown.

Group Sizes

group responses share
Source tricky 16 11%
Not tricky 124 89%

Shown Differences

variable p_value test max_gap cramers_v categories
Taste rating 0.0221 Fisher exact 32% 0.21 Taste Good+, Taste not Good+
Gender 0.0443 Chi-square 32% 0.21 Female, Male, Unknown
Program 0.0741 Chi-square 27% 0.19 Explorer, Missing, Wizard

Taste Good+ vs Not Taste Good+

The grouping variable itself is hidden from the comparison.

Taste Good+ n=92; Taste not Good+ n=48

Taste Good+ vs Not Taste Good+ composition chart
Each bar sums to 100%. Only variables with p<0.1 are shown.

Group Sizes

group responses share
Taste Good+ 92 66%
Taste not Good+ 48 34%

Shown Differences

variable p_value test max_gap cramers_v categories
Variety rating 0.000103 Fisher exact 35% 0.34 Variety Good+, Variety not Good+
Program 0.00209 Chi-square 28% 0.30 Explorer, Missing, Wizard
Source quality 0.0221 Fisher exact 14% 0.21 Not tricky, Source tricky
Q3 meat checkbox 0.032 Fisher exact 20% 0.19 Any meat checkbox, No meat checkbox
Any meat signal 0.0475 Fisher exact 18% 0.18 Any meat signal, No meat signal
Meat habit 0.091 Chi-square 19% 0.21 Missing, Never, Outside/avoid some days, Regularly
Diet identity 0.0982 Chi-square 15% 0.24 Eggetarian, Meat + eggs, Other veg/eggs, Veg + bakery eggs, Vegetarian, no eggs

Variety Good+ vs Not Variety Good+

The grouping variable itself is hidden from the comparison.

Variety Good+ n=85; Variety not Good+ n=55

Variety Good+ vs Not Variety Good+ composition chart
Each bar sums to 100%. Only variables with p<0.1 are shown.

Group Sizes

group responses share
Variety Good+ 85 61%
Variety not Good+ 55 39%

Shown Differences

variable p_value test max_gap cramers_v categories
Taste rating 0.000103 Fisher exact 33% 0.34 Taste Good+, Taste not Good+
Any meat signal 0.0539 Fisher exact 17% 0.17 Any meat signal, No meat signal
Age band 0.0661 Chi-square 17% 0.20 11-12, 13-14, Other/missing
Selected preference 0.0685 Chi-square 15% 0.20 Non Veg, Other/unsure, Veg
Q6 exactly Self 0.0756 Fisher exact 15% 0.15 Exactly Self, Rest
Q3 meat checkbox 0.086 Fisher exact 15% 0.15 Any meat checkbox, No meat checkbox
Program 0.0955 Chi-square 16% 0.18 Explorer, Missing, Wizard

Generated Files