{
  "study": "The Lewsearch Report, Issue 02 — Central Ohio data centers & electric bills",
  "run_started_at": "2026-07-18T02:23:12.793459+00:00",
  "run_finished_at": "2026-07-18T02:24:40.176055+00:00",
  "panel": {
    "market": "columbus",
    "panel_size": 10323,
    "sample_n": 1000,
    "sampling": "simple random sample, seed=42"
  },
  "methodology": {
    "model": "Lewis",
    "scoring": "withheld",
    "inference": "withheld",
    "aggregation": "withheld",
    "option_order": "withheld",
    "dateline": "withheld",
    "system_prompt_mode": "withheld",
    "calibration": "withheld",
    "published_error_rate": "7.47% mean absolute error on 404 ex-electoral questions of a 460-question benchmark vs real polls (Pew, Gallup, UT/Texas Politics Project, PPIC)",
    "disclosure": "Synthetic panel of AI respondents. No humans were interviewed. Columbus is a benchmarked Lewsearch live panel; these specific questions are unbenchmarked."
  },
  "response_rate": 1.0,
  "elapsed_seconds": 83.2,
  "results": {
    "q1_awareness": {
      "question": "How closely have you been following news about data centers being built in central Ohio?",
      "options": [
        "Very closely",
        "Somewhat closely",
        "Not too closely",
        "Not at all closely"
      ],
      "n_answered": 1000,
      "weight_sums": [
        10.798494,
        764.941693,
        215.270265,
        8.989585
      ],
      "raw_pct": {
        "Very closely": 1.1,
        "Somewhat closely": 76.5,
        "Not too closely": 21.5,
        "Not at all closely": 0.9
      },
      "raw_pct_precise": {
        "Very closely": 1.0798,
        "Somewhat closely": 76.4942,
        "Not too closely": 21.527,
        "Not at all closely": 0.899
      },
      "calibrated_pct": {
        "Very closely": 6.4,
        "Somewhat closely": 80.8,
        "Not too closely": 12.3,
        "Not at all closely": 0.5
      },
      "calibration_meta": {
        "category": "policy",
        "bucket_key": "policy__4",
        "match": "exact",
        "expected_mae_pp": 8.802,
        "branch": "withheld_withheld"
      },
      "crosstabs": {
        "party": {
          "Democrat": {
            "n": 327,
            "weight_sums": [
              3.617585,
              255.211878,
              65.87833,
              2.292216
            ],
            "raw_pct": {
              "Very closely": 1.1,
              "Somewhat closely": 78.0,
              "Not too closely": 20.1,
              "Not at all closely": 0.7
            }
          },
          "Independent": {
            "n": 192,
            "weight_sums": [
              1.793229,
              141.330386,
              46.807852,
              2.06854
            ],
            "raw_pct": {
              "Very closely": 0.9,
              "Somewhat closely": 73.6,
              "Not too closely": 24.4,
              "Not at all closely": 1.1
            }
          },
          "Other/Apolitical": {
            "n": 195,
            "weight_sums": [
              1.20039,
              148.550446,
              43.282346,
              1.96682
            ],
            "raw_pct": {
              "Very closely": 0.6,
              "Somewhat closely": 76.2,
              "Not too closely": 22.2,
              "Not at all closely": 1.0
            }
          },
          "Republican": {
            "n": 286,
            "weight_sums": [
              4.18729,
              219.848983,
              59.301737,
              2.662009
            ],
            "raw_pct": {
              "Very closely": 1.5,
              "Somewhat closely": 76.9,
              "Not too closely": 20.7,
              "Not at all closely": 0.9
            }
          }
        },
        "age": {
          "18-34": {
            "n": 388,
            "weight_sums": [
              4.166295,
              303.810044,
              77.471074,
              2.552598
            ],
            "raw_pct": {
              "Very closely": 1.1,
              "Somewhat closely": 78.3,
              "Not too closely": 20.0,
              "Not at all closely": 0.7
            }
          },
          "35-54": {
            "n": 301,
            "weight_sums": [
              3.157495,
              243.409287,
              52.255132,
              2.178099
            ],
            "raw_pct": {
              "Very closely": 1.0,
              "Somewhat closely": 80.9,
              "Not too closely": 17.4,
              "Not at all closely": 0.7
            }
          },
          "55-64": {
            "n": 136,
            "weight_sums": [
              1.446859,
              101.433348,
              31.644016,
              1.475785
            ],
            "raw_pct": {
              "Very closely": 1.1,
              "Somewhat closely": 74.6,
              "Not too closely": 23.3,
              "Not at all closely": 1.1
            }
          },
          "65+": {
            "n": 175,
            "weight_sums": [
              2.027845,
              116.289014,
              53.900043,
              2.783103
            ],
            "raw_pct": {
              "Very closely": 1.2,
              "Somewhat closely": 66.5,
              "Not too closely": 30.8,
              "Not at all closely": 1.6
            }
          }
        },
        "income": {
          "$125k or more": {
            "n": 236,
            "weight_sums": [
              4.762867,
              197.189275,
              33.127089,
              0.920771
            ],
            "raw_pct": {
              "Very closely": 2.0,
              "Somewhat closely": 83.6,
              "Not too closely": 14.0,
              "Not at all closely": 0.4
            }
          },
          "$35k-$74,999": {
            "n": 279,
            "weight_sums": [
              1.940588,
              207.909062,
              66.957745,
              2.192608
            ],
            "raw_pct": {
              "Very closely": 0.7,
              "Somewhat closely": 74.5,
              "Not too closely": 24.0,
              "Not at all closely": 0.8
            }
          },
          "$75k-$124,999": {
            "n": 249,
            "weight_sums": [
              1.961531,
              200.144102,
              45.124414,
              1.769967
            ],
            "raw_pct": {
              "Very closely": 0.8,
              "Somewhat closely": 80.4,
              "Not too closely": 18.1,
              "Not at all closely": 0.7
            }
          },
          "Under $35k": {
            "n": 236,
            "weight_sums": [
              2.133508,
              159.699254,
              70.061017,
              4.106239
            ],
            "raw_pct": {
              "Very closely": 0.9,
              "Somewhat closely": 67.7,
              "Not too closely": 29.7,
              "Not at all closely": 1.7
            }
          }
        }
      }
    },
    "q2_bill_change": {
      "question": "Compared with a year ago, is your household's monthly electric bill higher, lower, or about the same?",
      "options": [
        "Much higher",
        "Somewhat higher",
        "About the same",
        "Lower",
        "Not sure"
      ],
      "n_answered": 1000,
      "weight_sums": [
        1.152272,
        851.151398,
        146.028576,
        1.266248,
        0.401574
      ],
      "raw_pct": {
        "Much higher": 0.1,
        "Somewhat higher": 85.1,
        "About the same": 14.6,
        "Lower": 0.1,
        "Not sure": 0.0
      },
      "raw_pct_precise": {
        "Much higher": 0.1152,
        "Somewhat higher": 85.1151,
        "About the same": 14.6029,
        "Lower": 0.1266,
        "Not sure": 0.0402
      },
      "calibrated_pct": {
        "Much higher": 3.2,
        "Somewhat higher": 81.5,
        "About the same": 12.8,
        "Lower": 2.1,
        "Not sure": 0.4
      },
      "calibration_meta": {
        "category": "policy",
        "bucket_key": "policy__5",
        "match": "exact",
        "expected_mae_pp": 7.152,
        "branch": "withheld_withheld"
      },
      "crosstabs": {
        "party": {
          "Democrat": {
            "n": 327,
            "weight_sums": [
              0.418037,
              280.258838,
              45.852562,
              0.346967,
              0.123617
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 85.7,
              "About the same": 14.0,
              "Lower": 0.1,
              "Not sure": 0.0
            }
          },
          "Independent": {
            "n": 192,
            "weight_sums": [
              0.182812,
              158.172851,
              33.201596,
              0.363594,
              0.079156
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 82.4,
              "About the same": 17.3,
              "Lower": 0.2,
              "Not sure": 0.0
            }
          },
          "Other/Apolitical": {
            "n": 195,
            "weight_sums": [
              0.243235,
              166.960517,
              27.379464,
              0.31647,
              0.100318
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 85.6,
              "About the same": 14.0,
              "Lower": 0.2,
              "Not sure": 0.1
            }
          },
          "Republican": {
            "n": 286,
            "weight_sums": [
              0.308188,
              245.759192,
              39.594954,
              0.239217,
              0.098483
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 85.9,
              "About the same": 13.8,
              "Lower": 0.1,
              "Not sure": 0.0
            }
          }
        },
        "age": {
          "18-34": {
            "n": 388,
            "weight_sums": [
              0.489358,
              345.398574,
              41.322216,
              0.646762,
              0.143123
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 89.0,
              "About the same": 10.7,
              "Lower": 0.2,
              "Not sure": 0.0
            }
          },
          "35-54": {
            "n": 301,
            "weight_sums": [
              0.275009,
              257.798097,
              42.543044,
              0.29535,
              0.088525
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 85.6,
              "About the same": 14.1,
              "Lower": 0.1,
              "Not sure": 0.0
            }
          },
          "55-64": {
            "n": 136,
            "weight_sums": [
              0.166274,
              116.015624,
              19.68278,
              0.093833,
              0.041501
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 85.3,
              "About the same": 14.5,
              "Lower": 0.1,
              "Not sure": 0.0
            }
          },
          "65+": {
            "n": 175,
            "weight_sums": [
              0.221631,
              131.939103,
              42.480536,
              0.230303,
              0.128425
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 75.4,
              "About the same": 24.3,
              "Lower": 0.1,
              "Not sure": 0.1
            }
          }
        },
        "income": {
          "$125k or more": {
            "n": 236,
            "weight_sums": [
              0.21995,
              191.35776,
              43.972712,
              0.36903,
              0.08058
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 81.1,
              "About the same": 18.6,
              "Lower": 0.2,
              "Not sure": 0.0
            }
          },
          "$35k-$74,999": {
            "n": 279,
            "weight_sums": [
              0.216241,
              242.093156,
              36.331229,
              0.268098,
              0.091301
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 86.8,
              "About the same": 13.0,
              "Lower": 0.1,
              "Not sure": 0.0
            }
          },
          "$75k-$124,999": {
            "n": 249,
            "weight_sums": [
              0.198637,
              197.228457,
              51.144084,
              0.314125,
              0.114689
            ],
            "raw_pct": {
              "Much higher": 0.1,
              "Somewhat higher": 79.2,
              "About the same": 20.5,
              "Lower": 0.1,
              "Not sure": 0.0
            }
          },
          "Under $35k": {
            "n": 236,
            "weight_sums": [
              0.517444,
              220.472025,
              14.580551,
              0.314995,
              0.115004
            ],
            "raw_pct": {
              "Much higher": 0.2,
              "Somewhat higher": 93.4,
              "About the same": 6.2,
              "Lower": 0.1,
              "Not sure": 0.0
            }
          }
        }
      }
    },
    "q3_attribution": {
      "question": "How much responsibility, if any, do you think data centers bear for rising electricity costs in central Ohio?",
      "options": [
        "A great deal",
        "A fair amount",
        "Only a little",
        "None at all",
        "Not sure"
      ],
      "n_answered": 1000,
      "weight_sums": [
        6.50603,
        759.225311,
        192.390311,
        2.441366,
        39.436988
      ],
      "raw_pct": {
        "A great deal": 0.7,
        "A fair amount": 75.9,
        "Only a little": 19.2,
        "None at all": 0.2,
        "Not sure": 3.9
      },
      "raw_pct_precise": {
        "A great deal": 0.6506,
        "A fair amount": 75.9225,
        "Only a little": 19.239,
        "None at all": 0.2441,
        "Not sure": 3.9437
      },
      "calibrated_pct": {
        "A great deal": 3.3,
        "A fair amount": 75.9,
        "Only a little": 18.0,
        "None at all": 2.2,
        "Not sure": 0.6
      },
      "calibration_meta": {
        "category": "policy",
        "bucket_key": "policy__5",
        "match": "exact",
        "expected_mae_pp": 7.152,
        "branch": "withheld_withheld"
      },
      "crosstabs": {
        "party": {
          "Democrat": {
            "n": 327,
            "weight_sums": [
              1.786044,
              258.152958,
              55.672413,
              0.572446,
              10.816147
            ],
            "raw_pct": {
              "A great deal": 0.5,
              "A fair amount": 78.9,
              "Only a little": 17.0,
              "None at all": 0.2,
              "Not sure": 3.3
            }
          },
          "Independent": {
            "n": 192,
            "weight_sums": [
              1.14183,
              140.720517,
              39.837172,
              0.506576,
              9.793901
            ],
            "raw_pct": {
              "A great deal": 0.6,
              "A fair amount": 73.3,
              "Only a little": 20.7,
              "None at all": 0.3,
              "Not sure": 5.1
            }
          },
          "Other/Apolitical": {
            "n": 195,
            "weight_sums": [
              1.372321,
              146.950135,
              35.249283,
              0.462611,
              10.965649
            ],
            "raw_pct": {
              "A great deal": 0.7,
              "A fair amount": 75.4,
              "Only a little": 18.1,
              "None at all": 0.2,
              "Not sure": 5.6
            }
          },
          "Republican": {
            "n": 286,
            "weight_sums": [
              2.205835,
              213.401701,
              61.631443,
              0.899733,
              7.861291
            ],
            "raw_pct": {
              "A great deal": 0.8,
              "A fair amount": 74.6,
              "Only a little": 21.5,
              "None at all": 0.3,
              "Not sure": 2.7
            }
          }
        },
        "age": {
          "18-34": {
            "n": 388,
            "weight_sums": [
              2.994503,
              309.617322,
              63.33855,
              0.671968,
              11.377651
            ],
            "raw_pct": {
              "A great deal": 0.8,
              "A fair amount": 79.8,
              "Only a little": 16.3,
              "None at all": 0.2,
              "Not sure": 2.9
            }
          },
          "35-54": {
            "n": 301,
            "weight_sums": [
              1.864564,
              239.483065,
              50.830016,
              0.566274,
              8.256093
            ],
            "raw_pct": {
              "A great deal": 0.6,
              "A fair amount": 79.6,
              "Only a little": 16.9,
              "None at all": 0.2,
              "Not sure": 2.7
            }
          },
          "55-64": {
            "n": 136,
            "weight_sums": [
              0.755976,
              98.913724,
              28.773085,
              0.421244,
              7.135977
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            "raw_pct": {
              "A great deal": 0.6,
              "A fair amount": 72.7,
              "Only a little": 21.2,
              "None at all": 0.3,
              "Not sure": 5.2
            }
          },
          "65+": {
            "n": 175,
            "weight_sums": [
              0.890987,
              111.2112,
              49.44866,
              0.78188,
              12.667267
            ],
            "raw_pct": {
              "A great deal": 0.5,
              "A fair amount": 63.5,
              "Only a little": 28.3,
              "None at all": 0.4,
              "Not sure": 7.2
            }
          }
        },
        "income": {
          "$125k or more": {
            "n": 236,
            "weight_sums": [
              1.426671,
              198.884704,
              31.096243,
              0.421689,
              4.170707
            ],
            "raw_pct": {
              "A great deal": 0.6,
              "A fair amount": 84.3,
              "Only a little": 13.2,
              "None at all": 0.2,
              "Not sure": 1.8
            }
          },
          "$35k-$74,999": {
            "n": 279,
            "weight_sums": [
              1.661519,
              203.281888,
              60.012436,
              0.623264,
              13.420884
            ],
            "raw_pct": {
              "A great deal": 0.6,
              "A fair amount": 72.9,
              "Only a little": 21.5,
              "None at all": 0.2,
              "Not sure": 4.8
            }
          },
          "$75k-$124,999": {
            "n": 249,
            "weight_sums": [
              1.515767,
              189.924322,
              47.609237,
              0.611488,
              9.339196
            ],
            "raw_pct": {
              "A great deal": 0.6,
              "A fair amount": 76.3,
              "Only a little": 19.1,
              "None at all": 0.2,
              "Not sure": 3.8
            }
          },
          "Under $35k": {
            "n": 236,
            "weight_sums": [
              1.902073,
              167.134397,
              53.672395,
              0.784925,
              12.506201
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            "raw_pct": {
              "A great deal": 0.8,
              "A fair amount": 70.8,
              "Only a little": 22.7,
              "None at all": 0.3,
              "Not sure": 5.3
            }
          }
        }
      }
    },
    "q4_tariff": {
      "question": "AEP Ohio requires new large data centers to commit to paying for at least 85% of the electric capacity they request, even if they end up using less. Do you support or oppose this requirement?",
      "options": [
        "Strongly support",
        "Somewhat support",
        "Somewhat oppose",
        "Strongly oppose",
        "Not sure"
      ],
      "n_answered": 1000,
      "weight_sums": [
        28.843474,
        683.61361,
        253.610293,
        32.460294,
        1.472359
      ],
      "raw_pct": {
        "Strongly support": 2.9,
        "Somewhat support": 68.4,
        "Somewhat oppose": 25.4,
        "Strongly oppose": 3.2,
        "Not sure": 0.1
      },
      "raw_pct_precise": {
        "Strongly support": 2.8843,
        "Somewhat support": 68.3614,
        "Somewhat oppose": 25.361,
        "Strongly oppose": 3.246,
        "Not sure": 0.1472
      },
      "calibrated_pct": {
        "Strongly support": 3.3,
        "Somewhat support": 69.0,
        "Somewhat oppose": 24.8,
        "Strongly oppose": 2.5,
        "Not sure": 0.4
      },
      "calibration_meta": {
        "category": "policy",
        "bucket_key": "policy__5",
        "match": "exact",
        "expected_mae_pp": 7.152,
        "branch": "withheld_withheld"
      },
      "crosstabs": {
        "party": {
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            "weight_sums": [
              6.911104,
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              76.66465,
              8.938039,
              0.449397
            ],
            "raw_pct": {
              "Strongly support": 2.1,
              "Somewhat support": 71.6,
              "Somewhat oppose": 23.4,
              "Strongly oppose": 2.7,
              "Not sure": 0.1
            }
          },
          "Independent": {
            "n": 192,
            "weight_sums": [
              3.337678,
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              56.719335,
              5.880213,
              0.371214
            ],
            "raw_pct": {
              "Strongly support": 1.7,
              "Somewhat support": 65.5,
              "Somewhat oppose": 29.5,
              "Strongly oppose": 3.1,
              "Not sure": 0.2
            }
          },
          "Other/Apolitical": {
            "n": 195,
            "weight_sums": [
              2.428956,
              130.011074,
              56.191839,
              6.044546,
              0.323578
            ],
            "raw_pct": {
              "Strongly support": 1.2,
              "Somewhat support": 66.7,
              "Somewhat oppose": 28.8,
              "Strongly oppose": 3.1,
              "Not sure": 0.2
            }
          },
          "Republican": {
            "n": 286,
            "weight_sums": [
              16.165736,
              193.874145,
              64.034469,
              11.597496,
              0.32817
            ],
            "raw_pct": {
              "Strongly support": 5.7,
              "Somewhat support": 67.8,
              "Somewhat oppose": 22.4,
              "Strongly oppose": 4.1,
              "Not sure": 0.1
            }
          }
        },
        "age": {
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            "raw_pct": {
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              "Somewhat support": 72.2,
              "Somewhat oppose": 23.4,
              "Strongly oppose": 2.5,
              "Not sure": 0.1
            }
          },
          "35-54": {
            "n": 301,
            "weight_sums": [
              7.408067,
              210.100851,
              75.735195,
              7.449312,
              0.306594
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            "raw_pct": {
              "Strongly support": 2.5,
              "Somewhat support": 69.8,
              "Somewhat oppose": 25.2,
              "Strongly oppose": 2.5,
              "Not sure": 0.1
            }
          },
          "55-64": {
            "n": 136,
            "weight_sums": [
              6.56666,
              88.319536,
              34.684845,
              6.212873,
              0.216081
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              "Strongly support": 4.8,
              "Somewhat support": 64.9,
              "Somewhat oppose": 25.5,
              "Strongly oppose": 4.6,
              "Not sure": 0.2
            }
          },
          "65+": {
            "n": 175,
            "weight_sums": [
              7.991955,
              104.934823,
              52.4456,
              9.221484,
              0.406151
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            "raw_pct": {
              "Strongly support": 4.6,
              "Somewhat support": 60.0,
              "Somewhat oppose": 30.0,
              "Strongly oppose": 5.3,
              "Not sure": 0.2
            }
          }
        },
        "income": {
          "$125k or more": {
            "n": 236,
            "weight_sums": [
              12.184992,
              182.311274,
              37.452469,
              3.825895,
              0.225387
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            "raw_pct": {
              "Strongly support": 5.2,
              "Somewhat support": 77.3,
              "Somewhat oppose": 15.9,
              "Strongly oppose": 1.6,
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          },
          "$35k-$74,999": {
            "n": 279,
            "weight_sums": [
              6.439832,
              192.250012,
              71.499065,
              8.386203,
              0.424896
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              "Strongly support": 2.3,
              "Somewhat support": 68.9,
              "Somewhat oppose": 25.6,
              "Strongly oppose": 3.0,
              "Not sure": 0.2
            }
          },
          "$75k-$124,999": {
            "n": 249,
            "weight_sums": [
              5.66561,
              182.924702,
              54.665171,
              5.359092,
              0.385426
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              "Strongly support": 2.3,
              "Somewhat support": 73.5,
              "Somewhat oppose": 22.0,
              "Strongly oppose": 2.2,
              "Not sure": 0.2
            }
          },
          "Under $35k": {
            "n": 236,
            "weight_sums": [
              4.55304,
              126.127622,
              89.993588,
              14.889104,
              0.43665
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              "Strongly support": 1.9,
              "Somewhat support": 53.4,
              "Somewhat oppose": 38.1,
              "Strongly oppose": 6.3,
              "Not sure": 0.2
            }
          }
        }
      }
    },
    "q5_grid_costs": {
      "question": "Who should pay most of the cost of the new power lines and grid upgrades needed to serve data centers?",
      "options": [
        "The data center companies",
        "All electric customers through their bills",
        "A mix of both",
        "State or local government",
        "Not sure"
      ],
      "n_answered": 1000,
      "weight_sums": [
        120.268349,
        42.465827,
        834.828779,
        2.288082,
        0.148964
      ],
      "raw_pct": {
        "The data center companies": 12.0,
        "All electric customers through their bills": 4.2,
        "A mix of both": 83.5,
        "State or local government": 0.2,
        "Not sure": 0.0
      },
      "raw_pct_precise": {
        "The data center companies": 12.0268,
        "All electric customers through their bills": 4.2466,
        "A mix of both": 83.4829,
        "State or local government": 0.2288,
        "Not sure": 0.0149
      },
      "calibrated_pct": {
        "The data center companies": 11.1,
        "All electric customers through their bills": 4.0,
        "A mix of both": 82.6,
        "State or local government": 1.9,
        "Not sure": 0.4
      },
      "calibration_meta": {
        "category": "policy",
        "bucket_key": "policy__5",
        "match": "exact",
        "expected_mae_pp": 7.152,
        "branch": "withheld_withheld"
      },
      "crosstabs": {
        "party": {
          "Democrat": {
            "n": 327,
            "weight_sums": [
              28.841964,
              10.694386,
              286.409755,
              1.017765,
              0.036144
            ],
            "raw_pct": {
              "The data center companies": 8.8,
              "All electric customers through their bills": 3.3,
              "A mix of both": 87.6,
              "State or local government": 0.3,
              "Not sure": 0.0
            }
          },
          "Independent": {
            "n": 192,
            "weight_sums": [
              18.124188,
              7.526513,
              165.877278,
              0.434019,
              0.037996
            ],
            "raw_pct": {
              "The data center companies": 9.4,
              "All electric customers through their bills": 3.9,
              "A mix of both": 86.4,
              "State or local government": 0.2,
              "Not sure": 0.0
            }
          },
          "Other/Apolitical": {
            "n": 195,
            "weight_sums": [
              18.475441,
              5.440922,
              170.729992,
              0.324831,
              0.028797
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            "raw_pct": {
              "The data center companies": 9.5,
              "All electric customers through their bills": 2.8,
              "A mix of both": 87.6,
              "State or local government": 0.2,
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            }
          },
          "Republican": {
            "n": 286,
            "weight_sums": [
              54.826756,
              18.804006,
              211.811754,
              0.511467,
              0.046027
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            "raw_pct": {
              "The data center companies": 19.2,
              "All electric customers through their bills": 6.6,
              "A mix of both": 74.1,
              "State or local government": 0.2,
              "Not sure": 0.0
            }
          }
        },
        "age": {
          "18-34": {
            "n": 388,
            "weight_sums": [
              47.22837,
              9.624447,
              330.37391,
              0.735074,
              0.038196
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            "raw_pct": {
              "The data center companies": 12.2,
              "All electric customers through their bills": 2.5,
              "A mix of both": 85.1,
              "State or local government": 0.2,
              "Not sure": 0.0
            }
          },
          "35-54": {
            "n": 301,
            "weight_sums": [
              34.764384,
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          },
          "55-64": {
            "n": 136,
            "weight_sums": [
              18.938024,
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              107.400199,
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              0.020836
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              "The data center companies": 13.9,
              "All electric customers through their bills": 6.9,
              "A mix of both": 79.0,
              "State or local government": 0.2,
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            }
          },
          "65+": {
            "n": 175,
            "weight_sums": [
              19.337571,
              10.8868,
              144.038451,
              0.677904,
              0.059263
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              "The data center companies": 11.1,
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              "A mix of both": 82.3,
              "State or local government": 0.4,
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          }
        },
        "income": {
          "$125k or more": {
            "n": 236,
            "weight_sums": [
              34.13281,
              5.193881,
              196.179399,
              0.474605,
              0.019294
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            "raw_pct": {
              "The data center companies": 14.5,
              "All electric customers through their bills": 2.2,
              "A mix of both": 83.1,
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          },
          "$35k-$74,999": {
            "n": 279,
            "weight_sums": [
              25.539175,
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              237.883643,
              0.669959,
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              "The data center companies": 9.2,
              "All electric customers through their bills": 5.3,
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              "State or local government": 0.2,
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          },
          "$75k-$124,999": {
            "n": 249,
            "weight_sums": [
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              213.03658,
              0.436666,
              0.02795
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          },
          "Under $35k": {
            "n": 236,
            "weight_sums": [
              34.426565,
              13.081343,
              187.729157,
              0.706852,
              0.056075
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              "The data center companies": 14.6,
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              "State or local government": 0.3,
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          }
        }
      }
    },
    "q6_tradeoff": {
      "question": "Some people say data centers bring jobs, tax revenue, and investment to central Ohio. Others say they strain the power grid and raise electric bills. Which comes closer to your view?",
      "options": [
        "They mostly bring jobs, tax revenue, and investment",
        "Both about equally",
        "They mostly strain the grid and raise electric bills",
        "Not sure"
      ],
      "n_answered": 1000,
      "weight_sums": [
        306.175973,
        515.38483,
        177.97726,
        0.46196
      ],
      "raw_pct": {
        "They mostly bring jobs, tax revenue, and investment": 30.6,
        "Both about equally": 51.5,
        "They mostly strain the grid and raise electric bills": 17.8,
        "Not sure": 0.0
      },
      "raw_pct_precise": {
        "They mostly bring jobs, tax revenue, and investment": 30.6176,
        "Both about equally": 51.5385,
        "They mostly strain the grid and raise electric bills": 17.7977,
        "Not sure": 0.0462
      },
      "calibrated_pct": {
        "They mostly bring jobs, tax revenue, and investment": 36.3,
        "Both about equally": 52.3,
        "They mostly strain the grid and raise electric bills": 11.0,
        "Not sure": 0.5
      },
      "calibration_meta": {
        "category": "policy",
        "bucket_key": "policy__4",
        "match": "exact",
        "expected_mae_pp": 8.802,
        "branch": "withheld_withheld"
      },
      "crosstabs": {
        "party": {
          "Democrat": {
            "n": 327,
            "weight_sums": [
              98.70913,
              176.340965,
              51.806253,
              0.143654
            ],
            "raw_pct": {
              "They mostly bring jobs, tax revenue, and investment": 30.2,
              "Both about equally": 53.9,
              "They mostly strain the grid and raise electric bills": 15.8,
              "Not sure": 0.0
            }
          },
          "Independent": {
            "n": 192,
            "weight_sums": [
              39.976402,
              119.979496,
              31.932578,
              0.111525
            ],
            "raw_pct": {
              "They mostly bring jobs, tax revenue, and investment": 20.8,
              "Both about equally": 62.5,
              "They mostly strain the grid and raise electric bills": 16.6,
              "Not sure": 0.1
            }
          },
          "Other/Apolitical": {
            "n": 195,
            "weight_sums": [
              40.354221,
              121.754589,
              32.772365,
              0.118832
            ],
            "raw_pct": {
              "They mostly bring jobs, tax revenue, and investment": 20.7,
              "Both about equally": 62.4,
              "They mostly strain the grid and raise electric bills": 16.8,
              "Not sure": 0.1
            }
          },
          "Republican": {
            "n": 286,
            "weight_sums": [
              127.13622,
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              61.466064,
              0.087949
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              "They mostly bring jobs, tax revenue, and investment": 44.5,
              "Both about equally": 34.0,
              "They mostly strain the grid and raise electric bills": 21.5,
              "Not sure": 0.0
            }
          }
        },
        "age": {
          "18-34": {
            "n": 388,
            "weight_sums": [
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              205.927503,
              44.194039,
              0.158566
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            "raw_pct": {
              "They mostly bring jobs, tax revenue, and investment": 35.5,
              "Both about equally": 53.1,
              "They mostly strain the grid and raise electric bills": 11.4,
              "Not sure": 0.0
            }
          },
          "35-54": {
            "n": 301,
            "weight_sums": [
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              163.117512,
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              "Both about equally": 54.2,
              "They mostly strain the grid and raise electric bills": 16.9,
              "Not sure": 0.0
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          },
          "55-64": {
            "n": 136,
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              "They mostly bring jobs, tax revenue, and investment": 29.9,
              "Both about equally": 45.5,
              "They mostly strain the grid and raise electric bills": 24.6,
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            }
          },
          "65+": {
            "n": 175,
            "weight_sums": [
              40.950457,
              84.52416,
              49.362511,
              0.162867
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              "They mostly bring jobs, tax revenue, and investment": 23.4,
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              "They mostly strain the grid and raise electric bills": 28.2,
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          }
        },
        "income": {
          "$125k or more": {
            "n": 236,
            "weight_sums": [
              104.734672,
              109.432282,
              21.76222,
              0.070833
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              "They mostly bring jobs, tax revenue, and investment": 44.4,
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              "They mostly strain the grid and raise electric bills": 9.2,
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          },
          "$35k-$74,999": {
            "n": 279,
            "weight_sums": [
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              150.079661,
              49.367994,
              0.116756
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            "raw_pct": {
              "They mostly bring jobs, tax revenue, and investment": 28.5,
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              "They mostly strain the grid and raise electric bills": 17.7,
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          },
          "$75k-$124,999": {
            "n": 249,
            "weight_sums": [
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              152.231885,
              27.647392,
              0.110185
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            "raw_pct": {
              "They mostly bring jobs, tax revenue, and investment": 27.7,
              "Both about equally": 61.1,
              "They mostly strain the grid and raise electric bills": 11.1,
              "Not sure": 0.0
            }
          },
          "Under $35k": {
            "n": 236,
            "weight_sums": [
              52.995173,
              103.641002,
              79.199654,
              0.164186
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              "They mostly bring jobs, tax revenue, and investment": 22.5,
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              "They mostly strain the grid and raise electric bills": 33.6,
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          }
        }
      }
    },
    "q7_pause": {
      "question": "Would you support or oppose a temporary pause on approving new data centers in central Ohio while officials study their effects?",
      "options": [
        "Strongly support",
        "Somewhat support",
        "Somewhat oppose",
        "Strongly oppose",
        "Not sure"
      ],
      "n_answered": 1000,
      "weight_sums": [
        85.766725,
        817.400095,
        78.868277,
        17.067316,
        0.89757
      ],
      "raw_pct": {
        "Strongly support": 8.6,
        "Somewhat support": 81.7,
        "Somewhat oppose": 7.9,
        "Strongly oppose": 1.7,
        "Not sure": 0.1
      },
      "raw_pct_precise": {
        "Strongly support": 8.5767,
        "Somewhat support": 81.74,
        "Somewhat oppose": 7.8868,
        "Strongly oppose": 1.7067,
        "Not sure": 0.0898
      },
      "calibrated_pct": {
        "Strongly support": 10.4,
        "Somewhat support": 80.4,
        "Somewhat oppose": 6.7,
        "Strongly oppose": 2.1,
        "Not sure": 0.4
      },
      "calibration_meta": {
        "category": "policy",
        "bucket_key": "policy__5",
        "match": "exact",
        "expected_mae_pp": 7.152,
        "branch": "withheld_withheld"
      },
      "crosstabs": {
        "party": {
          "Democrat": {
            "n": 327,
            "weight_sums": [
              28.00827,
              272.355878,
              21.989008,
              4.429811,
              0.217025
            ],
            "raw_pct": {
              "Strongly support": 8.6,
              "Somewhat support": 83.3,
              "Somewhat oppose": 6.7,
              "Strongly oppose": 1.4,
              "Not sure": 0.1
            }
          },
          "Independent": {
            "n": 192,
            "weight_sums": [
              12.184559,
              163.166778,
              14.059788,
              2.360692,
              0.228172
            ],
            "raw_pct": {
              "Strongly support": 6.3,
              "Somewhat support": 85.0,
              "Somewhat oppose": 7.3,
              "Strongly oppose": 1.2,
              "Not sure": 0.1
            }
          },
          "Other/Apolitical": {
            "n": 195,
            "weight_sums": [
              14.46933,
              167.806551,
              10.73062,
              1.794885,
              0.198617
            ],
            "raw_pct": {
              "Strongly support": 7.4,
              "Somewhat support": 86.1,
              "Somewhat oppose": 5.5,
              "Strongly oppose": 0.9,
              "Not sure": 0.1
            }
          },
          "Republican": {
            "n": 286,
            "weight_sums": [
              31.104566,
              214.070888,
              32.088861,
              8.481928,
              0.253756
            ],
            "raw_pct": {
              "Strongly support": 10.9,
              "Somewhat support": 74.8,
              "Somewhat oppose": 11.2,
              "Strongly oppose": 3.0,
              "Not sure": 0.1
            }
          }
        },
        "age": {
          "18-34": {
            "n": 388,
            "weight_sums": [
              27.542604,
              334.049425,
              21.68436,
              4.389725,
              0.333866
            ],
            "raw_pct": {
              "Strongly support": 7.1,
              "Somewhat support": 86.1,
              "Somewhat oppose": 5.6,
              "Strongly oppose": 1.1,
              "Not sure": 0.1
            }
          },
          "35-54": {
            "n": 301,
            "weight_sums": [
              22.007204,
              248.095567,
              25.454745,
              5.213959,
              0.228521
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            "raw_pct": {
              "Strongly support": 7.3,
              "Somewhat support": 82.4,
              "Somewhat oppose": 8.5,
              "Strongly oppose": 1.7,
              "Not sure": 0.1
            }
          },
          "55-64": {
            "n": 136,
            "weight_sums": [
              13.571785,
              104.337071,
              14.569958,
              3.431008,
              0.090177
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              "Strongly support": 10.0,
              "Somewhat support": 76.7,
              "Somewhat oppose": 10.7,
              "Strongly oppose": 2.5,
              "Not sure": 0.1
            }
          },
          "65+": {
            "n": 175,
            "weight_sums": [
              22.645132,
              130.918032,
              17.159214,
              4.032624,
              0.245006
            ],
            "raw_pct": {
              "Strongly support": 12.9,
              "Somewhat support": 74.8,
              "Somewhat oppose": 9.8,
              "Strongly oppose": 2.3,
              "Not sure": 0.1
            }
          }
        },
        "income": {
          "$125k or more": {
            "n": 236,
            "weight_sums": [
              20.617836,
              194.249304,
              18.27836,
              2.71785,
              0.136637
            ],
            "raw_pct": {
              "Strongly support": 8.7,
              "Somewhat support": 82.3,
              "Somewhat oppose": 7.7,
              "Strongly oppose": 1.2,
              "Not sure": 0.1
            }
          },
          "$35k-$74,999": {
            "n": 279,
            "weight_sums": [
              21.120487,
              230.005336,
              22.150905,
              5.463921,
              0.259344
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            "raw_pct": {
              "Strongly support": 7.6,
              "Somewhat support": 82.4,
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              "Strongly oppose": 2.0,
              "Not sure": 0.1
            }
          },
          "$75k-$124,999": {
            "n": 249,
            "weight_sums": [
              17.488621,
              212.471451,
              16.48604,
              2.354652,
              0.199233
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            "raw_pct": {
              "Strongly support": 7.0,
              "Somewhat support": 85.3,
              "Somewhat oppose": 6.6,
              "Strongly oppose": 0.9,
              "Not sure": 0.1
            }
          },
          "Under $35k": {
            "n": 236,
            "weight_sums": [
              26.539781,
              180.674004,
              21.952972,
              6.530893,
              0.302356
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              "Strongly support": 11.2,
              "Somewhat support": 76.6,
              "Somewhat oppose": 9.3,
              "Strongly oppose": 2.8,
              "Not sure": 0.1
            }
          }
        }
      }
    },
    "q8_vote_salience": {
      "question": "How important will a candidate's position on data centers be to your vote in the next local election?",
      "options": [
        "Very important",
        "Somewhat important",
        "Not too important",
        "Not at all important"
      ],
      "n_answered": 1000,
      "weight_sums": [
        51.401021,
        800.421038,
        132.551055,
        15.626885
      ],
      "raw_pct": {
        "Very important": 5.1,
        "Somewhat important": 80.0,
        "Not too important": 13.3,
        "Not at all important": 1.6
      },
      "raw_pct_precise": {
        "Very important": 5.1401,
        "Somewhat important": 80.0421,
        "Not too important": 13.2551,
        "Not at all important": 1.5627
      },
      "calibrated_pct": {
        "Very important": 9.1,
        "Somewhat important": 83.5,
        "Not too important": 7.0,
        "Not at all important": 0.4
      },
      "calibration_meta": {
        "category": "policy",
        "bucket_key": "policy__4",
        "match": "exact",
        "expected_mae_pp": 8.802,
        "branch": "withheld_withheld"
      },
      "crosstabs": {
        "party": {
          "Democrat": {
            "n": 327,
            "weight_sums": [
              22.173275,
              261.935349,
              38.868769,
              4.022608
            ],
            "raw_pct": {
              "Very important": 6.8,
              "Somewhat important": 80.1,
              "Not too important": 11.9,
              "Not at all important": 1.2
            }
          },
          "Independent": {
            "n": 192,
            "weight_sums": [
              9.371174,
              151.38584,
              28.179351,
              3.063629
            ],
            "raw_pct": {
              "Very important": 4.9,
              "Somewhat important": 78.8,
              "Not too important": 14.7,
              "Not at all important": 1.6
            }
          },
          "Other/Apolitical": {
            "n": 195,
            "weight_sums": [
              6.770958,
              162.355473,
              22.42091,
              3.452653
            ],
            "raw_pct": {
              "Very important": 3.5,
              "Somewhat important": 83.3,
              "Not too important": 11.5,
              "Not at all important": 1.8
            }
          },
          "Republican": {
            "n": 286,
            "weight_sums": [
              13.085614,
              224.744376,
              43.082025,
              5.087995
            ],
            "raw_pct": {
              "Very important": 4.6,
              "Somewhat important": 78.6,
              "Not too important": 15.1,
              "Not at all important": 1.8
            }
          }
        },
        "age": {
          "18-34": {
            "n": 388,
            "weight_sums": [
              25.619794,
              339.711065,
              21.107695,
              1.561456
            ],
            "raw_pct": {
              "Very important": 6.6,
              "Somewhat important": 87.6,
              "Not too important": 5.4,
              "Not at all important": 0.4
            }
          },
          "35-54": {
            "n": 301,
            "weight_sums": [
              15.201809,
              252.918315,
              30.380802,
              2.499063
            ],
            "raw_pct": {
              "Very important": 5.1,
              "Somewhat important": 84.0,
              "Not too important": 10.1,
              "Not at all important": 0.8
            }
          },
          "55-64": {
            "n": 136,
            "weight_sums": [
              5.767395,
              105.115526,
              22.461498,
              2.655578
            ],
            "raw_pct": {
              "Very important": 4.2,
              "Somewhat important": 77.3,
              "Not too important": 16.5,
              "Not at all important": 2.0
            }
          },
          "65+": {
            "n": 175,
            "weight_sums": [
              4.812023,
              102.676132,
              58.60106,
              8.910788
            ],
            "raw_pct": {
              "Very important": 2.7,
              "Somewhat important": 58.7,
              "Not too important": 33.5,
              "Not at all important": 5.1
            }
          }
        },
        "income": {
          "$125k or more": {
            "n": 236,
            "weight_sums": [
              18.006157,
              196.990078,
              19.53829,
              1.465471
            ],
            "raw_pct": {
              "Very important": 7.6,
              "Somewhat important": 83.5,
              "Not too important": 8.3,
              "Not at all important": 0.6
            }
          },
          "$35k-$74,999": {
            "n": 279,
            "weight_sums": [
              10.781447,
              223.269387,
              39.93484,
              5.014327
            ],
            "raw_pct": {
              "Very important": 3.9,
              "Somewhat important": 80.0,
              "Not too important": 14.3,
              "Not at all important": 1.8
            }
          },
          "$75k-$124,999": {
            "n": 249,
            "weight_sums": [
              12.159408,
              201.699368,
              32.059603,
              3.081619
            ],
            "raw_pct": {
              "Very important": 4.9,
              "Somewhat important": 81.0,
              "Not too important": 12.9,
              "Not at all important": 1.2
            }
          },
          "Under $35k": {
            "n": 236,
            "weight_sums": [
              10.454009,
              178.462205,
              41.018322,
              6.065468
            ],
            "raw_pct": {
              "Very important": 4.4,
              "Somewhat important": 75.6,
              "Not too important": 17.4,
              "Not at all important": 2.6
            }
          }
        }
      }
    }
  }
}