{
  "dataset": "bfro",
  "source": "cryptids.md",
  "total_flags": 52,
  "files_flagged": 3,
  "findings": [
    {
      "file": "bfro_reports_geocoded_fixed.csv",
      "flags": [
        {
          "column": "Repeated coordinates",
          "finding": "5 locations appear 3+ times"
        },
        {
          "column": "_detail",
          "finding": "(37.0470,-77.9082): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(46.8030,-122.4133): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(38.1975,-119.9811): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(38.9333,-119.9833): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(38.9575,-120.0914): 3 events"
        },
        {
          "column": "precip_intensity = precip_probability",
          "finding": "1822/3567 rows (51%) have identical values"
        },
        {
          "column": "cloud_cover",
          "finding": "76% of integer values end in 0 (expected ~10%)"
        },
        {
          "column": "cloud_cover",
          "finding": "76% of integer values end in 00 (expected ~1%)"
        },
        {
          "column": "cloud_cover",
          "finding": "76% of values are multiples of 5 (expected ~20%)"
        },
        {
          "column": "precip_intensity",
          "finding": "100% of integer values end in 0 (expected ~10%)"
        },
        {
          "column": "precip_intensity",
          "finding": "100% of integer values end in 00 (expected ~1%)"
        },
        {
          "column": "precip_intensity",
          "finding": "100% of values are multiples of 5 (expected ~20%)"
        },
        {
          "column": "precip_intensity",
          "finding": "value '0.0' appears 1822 times (51% of all values, 13.3x the next most common)"
        },
        {
          "column": "precip_probability",
          "finding": "85% of integer values end in 0 (expected ~10%)"
        },
        {
          "column": "precip_probability",
          "finding": "85% of integer values end in 00 (expected ~1%)"
        },
        {
          "column": "precip_probability",
          "finding": "85% of values are multiples of 5 (expected ~20%)"
        },
        {
          "column": "precip_probability",
          "finding": "327 values (19%) are exact powers of 10"
        },
        {
          "column": "precip_probability",
          "finding": "value '0.0' appears 1822 times (51% of all values, 5.9x the next most common)"
        },
        {
          "column": "uv_index",
          "finding": "556 values (15%) are exact powers of 10"
        },
        {
          "column": "visibility",
          "finding": "86% of integer values end in 0 (expected ~10%)"
        },
        {
          "column": "visibility",
          "finding": "86% of values are multiples of 5 (expected ~20%)"
        }
      ]
    },
    {
      "file": "bfro_reports_geocoded.csv",
      "flags": [
        {
          "column": "Repeated coordinates",
          "finding": "5 locations appear 3+ times"
        },
        {
          "column": "_detail",
          "finding": "(37.0470,-77.9082): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(46.8030,-122.4133): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(38.1975,-119.9811): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(38.9333,-119.9833): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(38.9575,-120.0914): 3 events"
        },
        {
          "column": "precip_intensity = precip_probability",
          "finding": "1822/3567 rows (51%) have identical values"
        },
        {
          "column": "cloud_cover",
          "finding": "76% of integer values end in 0 (expected ~10%)"
        },
        {
          "column": "cloud_cover",
          "finding": "76% of integer values end in 00 (expected ~1%)"
        },
        {
          "column": "cloud_cover",
          "finding": "76% of values are multiples of 5 (expected ~20%)"
        },
        {
          "column": "precip_intensity",
          "finding": "100% of integer values end in 0 (expected ~10%)"
        },
        {
          "column": "precip_intensity",
          "finding": "100% of integer values end in 00 (expected ~1%)"
        },
        {
          "column": "precip_intensity",
          "finding": "100% of values are multiples of 5 (expected ~20%)"
        },
        {
          "column": "precip_intensity",
          "finding": "value '0.0' appears 1822 times (51% of all values, 13.3x the next most common)"
        },
        {
          "column": "precip_probability",
          "finding": "85% of integer values end in 0 (expected ~10%)"
        },
        {
          "column": "precip_probability",
          "finding": "85% of integer values end in 00 (expected ~1%)"
        },
        {
          "column": "precip_probability",
          "finding": "85% of values are multiples of 5 (expected ~20%)"
        },
        {
          "column": "precip_probability",
          "finding": "327 values (19%) are exact powers of 10"
        },
        {
          "column": "precip_probability",
          "finding": "value '0.0' appears 1822 times (51% of all values, 5.9x the next most common)"
        },
        {
          "column": "uv_index",
          "finding": "556 values (15%) are exact powers of 10"
        },
        {
          "column": "visibility",
          "finding": "86% of integer values end in 0 (expected ~10%)"
        },
        {
          "column": "visibility",
          "finding": "86% of values are multiples of 5 (expected ~20%)"
        }
      ]
    },
    {
      "file": "bfro_report_locations.csv",
      "flags": [
        {
          "column": "Repeated coordinates",
          "finding": "5 locations appear 3+ times"
        },
        {
          "column": "_detail",
          "finding": "(38.9333,-119.9833): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(38.9575,-120.0914): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(38.1975,-119.9811): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(37.0470,-77.9082): 3 events"
        },
        {
          "column": "_detail",
          "finding": "(46.8030,-122.4133): 3 events"
        },
        {
          "column": "longitude",
          "finding": "9 values outside [-180, 180] range"
        },
        {
          "column": "longitude",
          "finding": "30% of integer values end in 0 (expected ~10%)"
        }
      ]
    }
  ]
}