{
  "meta": {
    "title": "Campaign Impact Check",
    "prepared": "October 2026",
    "data": "Kevin Hillstrom's MineThatData email test (2008): 64,000 US customers of an online retailer",
    "window": "two weeks after the email",
    "currency": "USD",
    "source_url": "https://blog.minethatdata.com/2008/03/minethatdata-e-mail-analytics-and-data.html",
    "source_sha256": "bab6578f60db5d792f1c2372c502f029152a5249cf5ea84390f3b7f885d7234f",
    "label": "Sample study using a public 2008 experiment. Not a Dunwell client. Kevin Hillstrom and MineThatData do not endorse Dunwell."
  },
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      "not_picked_by_either": {
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      "overlap_share": 0.5800347222222222
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    "email_mix_at_30": {
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      "womens": 957
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    "qini": {
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      "causal_forest": {
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      "x_learner": {
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      "t_learner": {
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      "logistic": {
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      "tarnet": {
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    "test_size_needed_for_1_per_1000": 104617.00639621992,
    "se_per_1000_at_30": 0.8336667848866159,
    "single_level": {
      "comparisons": 48,
      "cleared_zero": [
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          "k": 0.1,
          "rule": "likely_buyers"
        },
        {
          "k": 0.2,
          "rule": "likely_buyers"
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        {
          "k": 0.3,
          "rule": "x_learner"
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        {
          "k": 0.5,
          "rule": "tarnet"
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        {
          "k": 0.6,
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      "expected_by_chance": 1.2000000000000002,
      "chosen_cleared_zero_anywhere": false
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    "dr_check": {
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      "sign_flips": 4,
      "largest_flip_size": 0.2745795086751216,
      "correlation": 0.9897338439715903
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  },
  "assumptions": {
    "defaults": {
      "margin": 0.4,
      "cost_per_email": 0.01,
      "list_size": 100000
    },
    "note": "Margin, cost per email and list size are not in the data. Change them in the dashboard.",
    "money": {
      "mens": {
        "extra_spend_per_email": 0.7698271558945368,
        "net_per_1000_emails": 297.93086235781476,
        "break_even_cost_per_email": 0.30793086235781475
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      "womens": {
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        "net_per_1000_emails": 159.7648863746387,
        "break_even_cost_per_email": 0.1697648863746387
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    }
  },
  "headline": {
    "mens_rate": 0.01253109306800582,
    "womens_rate": 0.008837144059475383,
    "none_rate": 0.005726086548390125,
    "mens_extra_buyers_per_1000": 6.805006519615695,
    "womens_extra_buyers_per_1000": 3.111057511085258,
    "mens_extra_spend_per_customer": 0.7698271558945368,
    "womens_extra_spend_per_customer": 0.4244122159365967,
    "mens_anyway_share": 0.45695028496834605,
    "womens_anyway_share": 0.6479566825948126,
    "everyone_mens_extra_buyers_per_100k": 680.5006519615695,
    "everyone_mens_extra_spend_per_100k": 76982.71558945367,
    "models_tested": 6
  }
}