{
  "wizard_vs_explorer": [
    {
      "variable": "Taste rating",
      "field": "taste_positive_group",
      "p_value": 0.0007796407088520665,
      "test": "Fisher exact",
      "max_gap": 0.3261882572227399,
      "cramers_v": 0.31535319785468613,
      "categories": "Taste Good+, Taste not Good+"
    },
    {
      "variable": "Gender",
      "field": "gender_main",
      "p_value": 0.0014146885213277862,
      "test": "Chi-square",
      "max_gap": 0.32805219012115566,
      "cramers_v": 0.3253000078931704,
      "categories": "Female, Male, Unknown"
    },
    {
      "variable": "Diet identity",
      "field": "diet_compact",
      "p_value": 0.006653321671603595,
      "test": "Chi-square",
      "max_gap": 0.12643678160919541,
      "cramers_v": 0.33852471970743714,
      "categories": "Eggetarian, Meat + eggs, Other veg/eggs, Veg + bakery eggs, Vegetarian, no eggs"
    },
    {
      "variable": "Variety rating",
      "field": "variety_positive_group",
      "p_value": 0.044144496337253473,
      "test": "Fisher exact",
      "max_gap": 0.20720720720720726,
      "cramers_v": 0.19392628321526986,
      "categories": "Variety Good+, Variety not Good+"
    },
    {
      "variable": "Source quality",
      "field": "tricky_group",
      "p_value": 0.06642202799908925,
      "test": "Fisher exact",
      "max_gap": 0.1357564461012737,
      "cramers_v": 0.19048556487525511,
      "categories": "Not tricky, Source tricky"
    }
  ],
  "meat_eaters_vs_others": [
    {
      "variable": "Taste rating",
      "field": "taste_positive_group",
      "p_value": 0.04754682149482012,
      "test": "Fisher exact",
      "max_gap": 0.16907302783009004,
      "cramers_v": 0.17588480157601208,
      "categories": "Taste Good+, Taste not Good+"
    },
    {
      "variable": "Variety rating",
      "field": "variety_positive_group",
      "p_value": 0.05390747209181378,
      "test": "Fisher exact",
      "max_gap": 0.17053776940782595,
      "cramers_v": 0.17242422628854645,
      "categories": "Variety Good+, Variety not Good+"
    },
    {
      "variable": "Program",
      "field": "wizard_explorer",
      "p_value": 0.0874159963322385,
      "test": "Chi-square",
      "max_gap": 0.16593429587779862,
      "cramers_v": 0.18658881411393982,
      "categories": "Explorer, Missing, Wizard"
    }
  ],
  "regions": [
    {
      "variable": "Gender",
      "field": "gender_main",
      "p_value": 0.0040000225471910275,
      "test": "Chi-square",
      "max_gap": 0.38222222222222224,
      "cramers_v": 0.26117029912549694,
      "categories": "Female, Male, Unknown"
    },
    {
      "variable": "Egg signal",
      "field": "egg_any_group",
      "p_value": 0.04817073689239395,
      "test": "Chi-square",
      "max_gap": 0.36000000000000004,
      "cramers_v": 0.2375146306424559,
      "categories": "Any egg signal, No egg signal"
    },
    {
      "variable": "Diet identity",
      "field": "diet_compact",
      "p_value": 0.053598502632034674,
      "test": "Chi-square",
      "max_gap": 0.36,
      "cramers_v": 0.22246622426266324,
      "categories": "Eggetarian, Meat + eggs, Other veg/eggs, Veg + bakery eggs, Vegetarian, no eggs"
    },
    {
      "variable": "Q6 exactly Self",
      "field": "q6_bucket",
      "p_value": 0.07607680136393712,
      "test": "Chi-square",
      "max_gap": 0.31111111111111117,
      "cramers_v": 0.22155996306097353,
      "categories": "Exactly Self, Rest"
    }
  ],
  "q4_lizardman": [],
  "q6_self_vs_rest": [
    {
      "variable": "Variety rating",
      "field": "variety_positive_group",
      "p_value": 0.07556176277958179,
      "test": "Fisher exact",
      "max_gap": 0.15532055518836752,
      "cramers_v": 0.1530446730823634,
      "categories": "Variety Good+, Variety not Good+"
    },
    {
      "variable": "Region",
      "field": "region_bucket",
      "p_value": 0.07607680136393712,
      "test": "Chi-square",
      "max_gap": 0.2037893809209077,
      "cramers_v": 0.22155996306097353,
      "categories": "Gujarat, Karnataka, Maharashtra, Other"
    }
  ],
  "male_vs_female": [
    {
      "variable": "Program",
      "field": "wizard_explorer",
      "p_value": 0.004151863760269105,
      "test": "Chi-square",
      "max_gap": 0.2578281145902732,
      "cramers_v": 0.28398938325987944,
      "categories": "Explorer, Missing, Wizard"
    },
    {
      "variable": "Region",
      "field": "region_bucket",
      "p_value": 0.00589804798091209,
      "test": "Chi-square",
      "max_gap": 0.276038196757717,
      "cramers_v": 0.3029681024191742,
      "categories": "Gujarat, Karnataka, Maharashtra, Other"
    },
    {
      "variable": "Age band",
      "field": "age_band_main",
      "p_value": 0.012206165063911896,
      "test": "Chi-square",
      "max_gap": 0.2480568509882301,
      "cramers_v": 0.2545415175245938,
      "categories": "11-12, 13-14, Other/missing"
    },
    {
      "variable": "Source quality",
      "field": "tricky_group",
      "p_value": 0.024266416867440722,
      "test": "Fisher exact",
      "max_gap": 0.12946924272707083,
      "cramers_v": 0.20392913006260144,
      "categories": "Not tricky, Source tricky"
    },
    {
      "variable": "Taste rating",
      "field": "taste_positive_group",
      "p_value": 0.06650430244696233,
      "test": "Fisher exact",
      "max_gap": 0.15944925605152127,
      "cramers_v": 0.16629274420176224,
      "categories": "Taste Good+, Taste not Good+"
    }
  ],
  "tricky_vs_not": [
    {
      "variable": "Taste rating",
      "field": "taste_positive_group",
      "p_value": 0.02213573111948383,
      "test": "Fisher exact",
      "max_gap": 0.31854838709677424,
      "cramers_v": 0.21351663284430272,
      "categories": "Taste Good+, Taste not Good+"
    },
    {
      "variable": "Gender",
      "field": "gender_main",
      "p_value": 0.04433119545357209,
      "test": "Chi-square",
      "max_gap": 0.3185483870967742,
      "cramers_v": 0.2109863456463139,
      "categories": "Female, Male, Unknown"
    },
    {
      "variable": "Program",
      "field": "wizard_explorer",
      "p_value": 0.07408694685784652,
      "test": "Chi-square",
      "max_gap": 0.2661290322580645,
      "cramers_v": 0.19281804590864188,
      "categories": "Explorer, Missing, Wizard"
    }
  ],
  "taste_good_plus": [
    {
      "variable": "Variety rating",
      "field": "variety_positive_group",
      "p_value": 0.00010274421804475249,
      "test": "Fisher exact",
      "max_gap": 0.3532608695652174,
      "cramers_v": 0.3433359330049079,
      "categories": "Variety Good+, Variety not Good+"
    },
    {
      "variable": "Program",
      "field": "wizard_explorer",
      "p_value": 0.0020890836120843284,
      "test": "Chi-square",
      "max_gap": 0.27989130434782605,
      "cramers_v": 0.29691340181165915,
      "categories": "Explorer, Missing, Wizard"
    },
    {
      "variable": "Source quality",
      "field": "tricky_group",
      "p_value": 0.022135731119483824,
      "test": "Fisher exact",
      "max_gap": 0.1431159420289856,
      "cramers_v": 0.21351663284430272,
      "categories": "Not tricky, Source tricky"
    },
    {
      "variable": "Q3 meat checkbox",
      "field": "meat_any_group",
      "p_value": 0.03200461486527978,
      "test": "Fisher exact",
      "max_gap": 0.20199275362318841,
      "cramers_v": 0.19207130820314025,
      "categories": "Any meat checkbox, No meat checkbox"
    },
    {
      "variable": "Any meat signal",
      "field": "meat_group",
      "p_value": 0.04754682149482013,
      "test": "Fisher exact",
      "max_gap": 0.1829710144927536,
      "cramers_v": 0.17588480157601208,
      "categories": "Any meat signal, No meat signal"
    },
    {
      "variable": "Meat habit",
      "field": "meat_habit_compact",
      "p_value": 0.09100252419931369,
      "test": "Chi-square",
      "max_gap": 0.1875,
      "cramers_v": 0.21491299789936819,
      "categories": "Missing, Never, Outside/avoid some days, Regularly"
    },
    {
      "variable": "Diet identity",
      "field": "diet_compact",
      "p_value": 0.09815327517650001,
      "test": "Chi-square",
      "max_gap": 0.1485507246376811,
      "cramers_v": 0.23643597104072045,
      "categories": "Eggetarian, Meat + eggs, Other veg/eggs, Veg + bakery eggs, Vegetarian, no eggs"
    }
  ],
  "variety_good_plus": [
    {
      "variable": "Taste rating",
      "field": "taste_positive_group",
      "p_value": 0.00010274421804475249,
      "test": "Fisher exact",
      "max_gap": 0.3336898395721925,
      "cramers_v": 0.3433359330049079,
      "categories": "Taste Good+, Taste not Good+"
    },
    {
      "variable": "Any meat signal",
      "field": "meat_group",
      "p_value": 0.05390747209181378,
      "test": "Fisher exact",
      "max_gap": 0.17433155080213908,
      "cramers_v": 0.17242422628854645,
      "categories": "Any meat signal, No meat signal"
    },
    {
      "variable": "Age band",
      "field": "age_band_main",
      "p_value": 0.06613445738370505,
      "test": "Chi-square",
      "max_gap": 0.1732620320855615,
      "cramers_v": 0.1969795267176808,
      "categories": "11-12, 13-14, Other/missing"
    },
    {
      "variable": "Selected preference",
      "field": "preference_main",
      "p_value": 0.06848495385528122,
      "test": "Chi-square",
      "max_gap": 0.1486631016042781,
      "cramers_v": 0.19570901174917296,
      "categories": "Non Veg, Other/unsure, Veg"
    },
    {
      "variable": "Q6 exactly Self",
      "field": "q6_bucket",
      "p_value": 0.07556176277958179,
      "test": "Fisher exact",
      "max_gap": 0.15080213903743322,
      "cramers_v": 0.1530446730823634,
      "categories": "Exactly Self, Rest"
    },
    {
      "variable": "Q3 meat checkbox",
      "field": "meat_any_group",
      "p_value": 0.08601064981424159,
      "test": "Fisher exact",
      "max_gap": 0.15187165775401074,
      "cramers_v": 0.14858662337111495,
      "categories": "Any meat checkbox, No meat checkbox"
    },
    {
      "variable": "Program",
      "field": "wizard_explorer",
      "p_value": 0.09551146973745547,
      "test": "Chi-square",
      "max_gap": 0.16363636363636364,
      "cramers_v": 0.18316693934161463,
      "categories": "Explorer, Missing, Wizard"
    }
  ]
}