{
  "dataset": "nuforc",
  "description": "Content decomposition results from LSDP Layer 7 / Method 20",
  "files": {
    "content_clusters": {
      "subset": "independent",
      "n_records": 1552,
      "optimal_k": 10,
      "silhouette_score": 0.1054,
      "clusters": {
        "cluster_0": {
          "n_records": 612,
          "pct": 39.4,
          "top_terms": [
            [
              "sky",
              0.047
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            [
              "saw",
              0.0425
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            [
              "flying",
              0.0424
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            [
              "sighting",
              0.0384
            ],
            [
              "disk",
              0.0361
            ],
            [
              "objects",
              0.0344
            ],
            [
              "orange",
              0.0329
            ],
            [
              "like",
              0.0295
            ],
            [
              "saucer",
              0.029
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            [
              "large",
              0.0288
            ]
          ]
        },
        "cluster_1": {
          "n_records": 39,
          "pct": 2.5,
          "top_terms": [
            [
              "years",
              0.6793
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            [
              "old",
              0.2096
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            [
              "time",
              0.0835
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            [
              "10",
              0.0556
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            [
              "early",
              0.0541
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            [
              "just",
              0.0389
            ],
            [
              "looked",
              0.0385
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            [
              "saw",
              0.0378
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            [
              "home",
              0.0364
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            [
              "flying",
              0.0332
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        },
        "cluster_2": {
          "n_records": 29,
          "pct": 1.9,
          "top_terms": [
            [
              "star",
              0.602
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            [
              "like",
              0.1702
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            [
              "light",
              0.0921
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            [
              "bright",
              0.0832
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            [
              "moved",
              0.0754
            ],
            [
              "saw",
              0.0754
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            [
              "object",
              0.0656
            ],
            [
              "sky",
              0.0597
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            [
              "night",
              0.0526
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            [
              "high",
              0.0506
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          ]
        },
        "cluster_3": {
          "n_records": 44,
          "pct": 2.8,
          "top_terms": [
            [
              "time",
              0.6739
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            [
              "day",
              0.0582
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            [
              "early",
              0.0577
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            [
              "saw",
              0.0562
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            [
              "just",
              0.0511
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            [
              "light",
              0.0459
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            [
              "ufo",
              0.037
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            [
              "sphere",
              0.0298
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            [
              "home",
              0.0294
            ],
            [
              "lights",
              0.0279
            ]
          ]
        },
        "cluster_4": {
          "n_records": 121,
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          "top_terms": [
            [
              "ufo",
              0.7405
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            [
              "sighting",
              0.0662
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            [
              "saw",
              0.0462
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            [
              "lights",
              0.0361
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            [
              "shape",
              0.034
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            [
              "seen",
              0.0233
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            [
              "night",
              0.0186
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            [
              "shaped",
              0.0185
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            [
              "sky",
              0.0178
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            [
              "appeared",
              0.0176
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        "cluster_5": {
          "n_records": 127,
          "pct": 8.2,
          "top_terms": [
            [
              "craft",
              0.4328
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            [
              "shaped craft",
              0.1543
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            [
              "shaped",
              0.1215
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            [
              "triangular",
              0.0611
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            [
              "cigar",
              0.0561
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            [
              "saw",
              0.0541
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            [
              "large",
              0.0532
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            [
              "cigar shaped",
              0.0497
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            [
              "lights",
              0.0487
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            [
              "hovering",
              0.0463
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        "cluster_6": {
          "n_records": 166,
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          "top_terms": [
            [
              "light",
              0.5051
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            [
              "bright",
              0.1333
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            [
              "sky",
              0.0626
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            [
              "ball",
              0.049
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            [
              "white",
              0.0472
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            [
              "moving",
              0.0464
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            [
              "fast",
              0.0431
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            [
              "red",
              0.0403
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            [
              "large",
              0.0353
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            [
              "speed",
              0.0337
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          ]
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        "cluster_7": {
          "n_records": 147,
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          "top_terms": [
            [
              "lights",
              0.5116
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            [
              "red",
              0.0747
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            [
              "white",
              0.0665
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            [
              "sky",
              0.06
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            [
              "triangle",
              0.0494
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            [
              "object",
              0.048
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            [
              "formation",
              0.0411
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            [
              "shape",
              0.041
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            [
              "bright",
              0.0408
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            [
              "seen",
              0.0402
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        "cluster_8": {
          "n_records": 229,
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          "top_terms": [
            [
              "object",
              0.3998
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            [
              "shaped",
              0.1282
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            [
              "shaped object",
              0.1279
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            [
              "sky",
              0.0607
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            [
              "hovering",
              0.0507
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            [
              "large",
              0.0478
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            [
              "saw",
              0.0354
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            [
              "bright",
              0.035
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            [
              "cigar shaped",
              0.0348
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            [
              "hovered",
              0.0343
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        "cluster_9": {
          "n_records": 38,
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          "top_terms": [
            [
              "car",
              0.6363
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            [
              "object",
              0.0648
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            [
              "just",
              0.0566
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            [
              "lights",
              0.0556
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            [
              "bright",
              0.0548
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            [
              "driving",
              0.0515
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            [
              "light",
              0.0506
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            [
              "disk",
              0.0486
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            [
              "disc",
              0.0454
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            [
              "saw",
              0.0416
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          ]
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      }
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    "contradictory_features": [
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        "feature": "cigar",
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        "triggered_pct": 2.48,
        "p_bh_fdr": 0.0,
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      {
        "feature": "oval",
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      },
      {
        "feature": "ufo",
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        "triggered_pct": 7.45,
        "p_bh_fdr": 0.0,
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      },
      {
        "feature": "shaped",
        "field": "comments",
        "independent_pct": 12.66,
        "triggered_pct": 8.67,
        "p_bh_fdr": 0.0,
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      },
      {
        "feature": "craft",
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        "triggered_pct": 8.73,
        "p_bh_fdr": 0.010989,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
      },
      {
        "feature": "shape",
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        "triggered_pct": 12.82,
        "p_bh_fdr": 0.000116,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
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      {
        "feature": "sighting",
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        "triggered_pct": 2.76,
        "p_bh_fdr": 0.045843,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
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      {
        "feature": "sound",
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        "triggered_pct": 3.37,
        "p_bh_fdr": 0.01616,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
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      {
        "feature": "shaped object",
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        "independent_pct": 5.01,
        "triggered_pct": 3.51,
        "p_bh_fdr": 0.004672,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
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      {
        "feature": "near",
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        "triggered_pct": 2.75,
        "p_bh_fdr": 0.060687,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
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      {
        "feature": "round",
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        "independent_pct": 8.23,
        "triggered_pct": 6.75,
        "p_bh_fdr": 0.044826,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
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      {
        "feature": "just",
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        "independent_pct": 3.28,
        "triggered_pct": 2.29,
        "p_bh_fdr": 0.024622,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
      },
      {
        "feature": "minutes",
        "field": "comments",
        "independent_pct": 3.47,
        "triggered_pct": 2.08,
        "p_bh_fdr": 0.000738,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
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      {
        "feature": "observed",
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        "triggered_pct": 2.04,
        "p_bh_fdr": 0.000846,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
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      {
        "feature": "silver",
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        "triggered_pct": 1.95,
        "p_bh_fdr": 0.000286,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
      },
      {
        "feature": "time",
        "field": "comments",
        "independent_pct": 4.56,
        "triggered_pct": 2.73,
        "p_bh_fdr": 8e-05,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
      },
      {
        "feature": "word_count",
        "field": "word_count",
        "independent_pct": 15.8168,
        "triggered_pct": 13.9506,
        "p_bh_fdr": 0.0,
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      {
        "feature": "unique_words",
        "field": "unique_words",
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        "triggered_pct": 13.133,
        "p_bh_fdr": 0.0,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
      },
      {
        "feature": "emotion_markers",
        "field": "emotion_markers",
        "independent_pct": 0.0096,
        "triggered_pct": 0.0029,
        "p_bh_fdr": 6e-06,
        "contradiction_type": "enriched_in_independent_but_not_in_template"
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      {
        "feature": "triangle",
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        "independent_pct": 7.2,
        "triggered_pct": 9.86,
        "p_bh_fdr": 0.001707,
        "contradiction_type": "template_feature_depleted_in_independent"
      },
      {
        "feature": "light",
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        "independent_pct": 10.99,
        "triggered_pct": 20.87,
        "p_bh_fdr": 0.0,
        "contradiction_type": "template_feature_depleted_in_independent"
      },
      {
        "feature": "fireball",
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        "independent_pct": 2.44,
        "triggered_pct": 7.85,
        "p_bh_fdr": 0.0,
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      {
        "feature": "lights",
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        "independent_pct": 13.56,
        "triggered_pct": 21.49,
        "p_bh_fdr": 0.0,
        "contradiction_type": "template_feature_depleted_in_independent"
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      {
        "feature": "light",
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        "independent_pct": 28.79,
        "triggered_pct": 43.37,
        "p_bh_fdr": 0.0,
        "contradiction_type": "template_feature_depleted_in_independent"
      },
      {
        "feature": "sky",
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        "triggered_pct": 21.09,
        "p_bh_fdr": 0.0,
        "contradiction_type": "template_feature_depleted_in_independent"
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      {
        "feature": "bright",
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        "independent_pct": 7.78,
        "triggered_pct": 17.16,
        "p_bh_fdr": 0.0,
        "contradiction_type": "template_feature_depleted_in_independent"
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        "feature": "moving",
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        "triggered_pct": 11.32,
        "p_bh_fdr": 0.0,
        "contradiction_type": "template_feature_depleted_in_independent"
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      {
        "feature": "triangle",
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        "triggered_pct": 4.45,
        "p_bh_fdr": 0.004315,
        "contradiction_type": "template_feature_depleted_in_independent"
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      {
        "feature": "fast",
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        "triggered_pct": 4.62,
        "p_bh_fdr": 0.011068,
        "contradiction_type": "template_feature_depleted_in_independent"
      },
      {
        "feature": "fireball",
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        "independent_pct": 1.03,
        "triggered_pct": 3.79,
        "p_bh_fdr": 0.0,
        "contradiction_type": "template_feature_depleted_in_independent"
      },
      {
        "feature": "disappeared",
        "field": "comments",
        "independent_pct": 0.51,
        "triggered_pct": 2.28,
        "p_bh_fdr": 2.5e-05,
        "contradiction_type": "template_feature_depleted_in_independent"
      }
    ],
    "cultural_template_scores": {
      "mean": 0.13,
      "median": 0.1538,
      "std": 0.0898,
      "min": 0.0,
      "max": 0.6154,
      "template_description": "Classic UFO: bright light or disk, silent, fast-moving or hovering, nighttime",
      "template_keywords": [
        "bright",
        "silent",
        "fast",
        "hovering",
        "lights",
        "flying",
        "sky",
        "night",
        "moving",
        "large",
        "glowing",
        "disappeared"
      ]
    },
    "cultural_template_test": {
      "independent_mean_template_score": 0.1019,
      "independent_median_template_score": 0.0769,
      "triggered_mean_template_score": 0.1306,
      "triggered_median_template_score": 0.1538,
      "difference": 0.0287,
      "mannwhitney_p": 0.0,
      "triggered_matches_template_more": true,
      "interpretation": "Triggered reports match the cultural template MORE than independent reports",
      "n_independent": 1556,
      "n_triggered": 78082
    },
    "expertise_stratification": {
      "threshold": 2,
      "n_technical": 360,
      "n_lay": 79278,
      "technical_pct": 0.5,
      "independent_technical": 11,
      "independent_lay": 1545,
      "technical_top_keywords": [
        [
          "radar",
          0.22725601854262997
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        [
          "aircraft",
          0.15303962280406608
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        [
          "ufo",
          0.14836561606531257
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        [
          "military",
          0.14189778704216782
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        [
          "saw",
          0.13842460988349703
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        [
          "ground",
          0.13163617562045354
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        [
          "pilot",
          0.12173895980954416
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        [
          "north",
          0.12094150564328934
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        [
          "circle",
          0.1207518914763149
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        [
          "flying",
          0.1150648337812819
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        [
          "orange",
          0.09928571852126261
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      ],
      "lay_top_keywords": [
        [
          "object",
          0.0920684278773498
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        [
          "lights",
          0.07524407035324343
        ],
        [
          "light",
          0.07465747689142475
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        [
          "ufo",
          0.07280532868579541
        ],
        [
          "sky",
          0.054459197557919385
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        [
          "shaped",
          0.05382659377880387
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        [
          "craft",
          0.05026404259924668
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        [
          "saw",
          0.04790403935970372
        ],
        [
          "bright",
          0.03947531182499964
        ],
        [
          "large",
          0.03694550452856858
        ],
        [
          "flying",
          0.031847384925748734
        ],
        [
          "moving",
          0.031811932612170385
        ],
        [
          "like",
          0.03147711554510485
        ],
        [
          "seen",
          0.02964719875473294
        ],
        [
          "hovering",
          0.029457138792156758
        ]
      ]
    },
    "generated_timeseries": {
      "dataset": "nuforc",
      "variables_generated": [
        "nuforc_content_count_independent",
        "nuforc_template_score_independent",
        "nuforc_shape_disk_independent",
        "nuforc_shape_light_independent",
        "nuforc_shape_circle_independent",
        "nuforc_shape_unknown_independent",
        "nuforc_shape_other_independent",
        "nuforc_tech_language_independent",
        "nuforc_sensory_diversity_independent"
      ],
      "year_range": [
        1906,
        1997
      ],
      "n_years": 92
    },
    "geographic_content_signatures": {
      "n_geocoded_independent": 1356,
      "n_grid_cells": 152,
      "grid_resolution_degrees": 2,
      "mean_between_bin_jaccard": 0.0466,
      "coherent_bins": [
        {
          "grid": "40.0,-76.0",
          "n_reports": 65,
          "top_keywords": [
            [
              "lights",
              0.07463741888674855
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            [
              "ufo",
              0.06660389533534772
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              "saw",
              0.060293747500575284
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            [
              "object",
              0.05873132534193519
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            [
              "light",
              0.05397079434787389
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          ],
          "categorical": {
            "shape": {
              "dominant": "disk",
              "pct": 20.3
            }
          }
        },
        {
          "grid": "40.0,-74.0",
          "n_reports": 48,
          "top_keywords": [
            [
              "object",
              0.09533818466338723
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            [
              "sky",
              0.06048434483130853
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              "sound",
              0.05685755038472404
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              "seen",
              0.05141736993873513
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            [
              "like",
              0.05109414520559866
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          ],
          "categorical": {
            "shape": {
              "dominant": "disk",
              "pct": 17.4
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          }
        },
        {
          "grid": "34.0,-120.0",
          "n_reports": 44,
          "top_keywords": [
            [
              "ufo",
              0.06794848452510659
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            [
              "object",
              0.06697805494358314
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            [
              "fireball",
              0.060194143118111616
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            [
              "los",
              0.05927580001566561
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            [
              "light",
              0.05825046815005047
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          ],
          "categorical": {
            "shape": {
              "dominant": "disk",
              "pct": 27.3
            }
          }
        },
        {
          "grid": "40.0,-82.0",
          "n_reports": 31,
          "top_keywords": [
            [
              "saw",
              0.09061069597493278
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            [
              "shaped",
              0.08042838875432821
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              "ufo",
              0.07644936391757298
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            [
              "object",
              0.06814330400701327
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            [
              "lights",
              0.0668989188187918
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          ],
          "categorical": {
            "shape": {
              "dominant": "light",
              "pct": 16.1
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          }
        },
        {
          "grid": "32.0,-118.0",
          "n_reports": 28,
          "top_keywords": [
            [
              "craft",
              0.0950842962420642
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            [
              "light",
              0.0891539336352106
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            [
              "night",
              0.07059013890036935
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            [
              "lights",
              0.06963737362221527
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            [
              "silent",
              0.060060697296747956
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          "categorical": {
            "shape": {
              "dominant": "disk",
              "pct": 25.0
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