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      "geography_label": "San Antonio, TX - West San Antonio",
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      "geography_label": "Philadelphia, PA - South Philadelphia",
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      "geography_label": "Houston, TX - Midtown",
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      "geography_label": "San Antonio, TX - West San Antonio",
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      "geography_label": "Los Angeles, CA - Mid-City",
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      "geography_label": "Seattle, WA - Rainier Valley",
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      "geography_label": "Philadelphia, PA - South Philadelphia",
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      "geography_label": "San Antonio, TX - West San Antonio",
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      "geography_label": "Los Angeles, CA - Mid-City",
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      "geography_label": "Seattle, WA - Rainier Valley",
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      "geography_label": "Philadelphia, PA - South Philadelphia",
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      "geography_id": "32210",
      "geography_label": "Jacksonville, FL - Westside",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "14.7500"
    },
    {
      "computed_at": "2026-07-13T11:15:56.448000",
      "datapoint_count": 72,
      "geography_id": "39206",
      "geography_label": "Jackson, MS - North Jackson",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "14.9100"
    },
    {
      "computed_at": "2026-07-13T11:15:56.448000",
      "datapoint_count": 72,
      "geography_id": "60618",
      "geography_label": "Chicago, IL - North Center/Avondale",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "14.5600"
    },
    {
      "computed_at": "2026-07-13T11:15:56.448000",
      "datapoint_count": 69,
      "geography_id": "62201",
      "geography_label": "East St. Louis, IL",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "15.1800"
    },
    {
      "computed_at": "2026-07-13T11:15:56.448000",
      "datapoint_count": 75,
      "geography_id": "63105",
      "geography_label": "Clayton, MO",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "14.8400"
    },
    {
      "computed_at": "2026-07-13T11:15:56.448000",
      "datapoint_count": 76,
      "geography_id": "77004",
      "geography_label": "Houston, TX - Midtown",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "14.3200"
    },
    {
      "computed_at": "2026-07-13T11:15:56.448000",
      "datapoint_count": 77,
      "geography_id": "78228",
      "geography_label": "San Antonio, TX - West San Antonio",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "14.5100"
    },
    {
      "computed_at": "2026-07-13T11:15:56.448000",
      "datapoint_count": 72,
      "geography_id": "90019",
      "geography_label": "Los Angeles, CA - Mid-City",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "14.6700"
    },
    {
      "computed_at": "2026-07-13T11:15:56.448000",
      "datapoint_count": 72,
      "geography_id": "95123",
      "geography_label": "San Jose, CA - Blossom Valley",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "14.8400"
    },
    {
      "computed_at": "2026-07-13T11:15:56.448000",
      "datapoint_count": 71,
      "geography_id": "98118",
      "geography_label": "Seattle, WA - Rainier Valley",
      "geography_type": "postal_code",
      "observed_date": "2026-07-13",
      "value": "14.6800"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 63,
      "geography_id": "11385",
      "geography_label": "New York, NY - Ridgewood/Glendale",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "15.5900"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 65,
      "geography_id": "19145",
      "geography_label": "Philadelphia, PA - South Philadelphia",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "14.7400"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 71,
      "geography_id": "32210",
      "geography_label": "Jacksonville, FL - Westside",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "14.1200"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 60,
      "geography_id": "39206",
      "geography_label": "Jackson, MS - North Jackson",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "15.3300"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 66,
      "geography_id": "60618",
      "geography_label": "Chicago, IL - North Center/Avondale",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "15.2600"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 65,
      "geography_id": "62201",
      "geography_label": "East St. Louis, IL",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "14.9600"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 62,
      "geography_id": "63105",
      "geography_label": "Clayton, MO",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "15.2600"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 64,
      "geography_id": "77004",
      "geography_label": "Houston, TX - Midtown",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "14.5600"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 63,
      "geography_id": "78228",
      "geography_label": "San Antonio, TX - West San Antonio",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "14.3400"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 64,
      "geography_id": "90019",
      "geography_label": "Los Angeles, CA - Mid-City",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "15.3900"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 62,
      "geography_id": "95123",
      "geography_label": "San Jose, CA - Blossom Valley",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "14.5000"
    },
    {
      "computed_at": "2026-07-14T11:01:16.484000",
      "datapoint_count": 64,
      "geography_id": "98118",
      "geography_label": "Seattle, WA - Rainier Valley",
      "geography_type": "postal_code",
      "observed_date": "2026-07-14",
      "value": "15.4500"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 63,
      "geography_id": "11385",
      "geography_label": "New York, NY - Ridgewood/Glendale",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "15.9900"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 67,
      "geography_id": "19145",
      "geography_label": "Philadelphia, PA - South Philadelphia",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "14.3500"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 69,
      "geography_id": "32210",
      "geography_label": "Jacksonville, FL - Westside",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "15.0100"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 69,
      "geography_id": "39206",
      "geography_label": "Jackson, MS - North Jackson",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "14.8900"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 72,
      "geography_id": "60618",
      "geography_label": "Chicago, IL - North Center/Avondale",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "13.9700"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 60,
      "geography_id": "62201",
      "geography_label": "East St. Louis, IL",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "15.2200"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 63,
      "geography_id": "63105",
      "geography_label": "Clayton, MO",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "15.7400"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 70,
      "geography_id": "77004",
      "geography_label": "Houston, TX - Midtown",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "14.7000"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 73,
      "geography_id": "78228",
      "geography_label": "San Antonio, TX - West San Antonio",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "14.0900"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 68,
      "geography_id": "90019",
      "geography_label": "Los Angeles, CA - Mid-City",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "15.2100"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 71,
      "geography_id": "95123",
      "geography_label": "San Jose, CA - Blossom Valley",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "14.3900"
    },
    {
      "computed_at": "2026-07-15T11:01:13.181000",
      "datapoint_count": 76,
      "geography_id": "98118",
      "geography_label": "Seattle, WA - Rainier Valley",
      "geography_type": "postal_code",
      "observed_date": "2026-07-15",
      "value": "14.7000"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 62,
      "geography_id": "11385",
      "geography_label": "New York, NY - Ridgewood/Glendale",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "14.2000"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 70,
      "geography_id": "19145",
      "geography_label": "Philadelphia, PA - South Philadelphia",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "13.9700"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 73,
      "geography_id": "32210",
      "geography_label": "Jacksonville, FL - Westside",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "14.4200"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 60,
      "geography_id": "39206",
      "geography_label": "Jackson, MS - North Jackson",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "14.3000"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 69,
      "geography_id": "60618",
      "geography_label": "Chicago, IL - North Center/Avondale",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "14.4200"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 61,
      "geography_id": "62201",
      "geography_label": "East St. Louis, IL",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "15.2400"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 70,
      "geography_id": "63105",
      "geography_label": "Clayton, MO",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "14.8300"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 70,
      "geography_id": "77004",
      "geography_label": "Houston, TX - Midtown",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "13.8800"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 73,
      "geography_id": "78228",
      "geography_label": "San Antonio, TX - West San Antonio",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "13.8300"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 71,
      "geography_id": "90019",
      "geography_label": "Los Angeles, CA - Mid-City",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "14.4200"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 71,
      "geography_id": "95123",
      "geography_label": "San Jose, CA - Blossom Valley",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "13.8900"
    },
    {
      "computed_at": "2026-07-16T11:01:03.541000",
      "datapoint_count": 69,
      "geography_id": "98118",
      "geography_label": "Seattle, WA - Rainier Valley",
      "geography_type": "postal_code",
      "observed_date": "2026-07-16",
      "value": "13.1900"
    }
  ],
  "schema_version": 6,
  "series": {
    "canonical_url": "https://costinflation.com/indices/pantyliner-price-history",
    "coverage_note": "Pantyliner Price Index, Trends and History is based on prices available for Chicago, IL - North Center/Avondale, Clayton, MO, East St. Louis, IL, Houston, TX - Midtown, Jackson, MS - North Jackson, Jacksonville, FL - Westside, Los Angeles, CA - Mid-City, New York, NY - Ridgewood/Glendale, Philadelphia, PA - South Philadelphia, San Antonio, TX - West San Antonio, San Jose, CA - Blossom Valley, Seattle, WA - Rainier Valley. It should not be read as a national price or as a claim about every retailer.",
    "datapoint_count": 25089,
    "description": "Pantyliner Price Index, Trends and History tracks 100 liners prices across observed CostInflation markets, with city trends, latest ranges, daily history, and methodology context.",
    "display_quantity": "100 liners",
    "frequency": "Daily",
    "geographies": [
      {
        "color": "#dc2626",
        "datapoint_count": 2094,
        "geography_id": "60618",
        "geography_label": "Chicago, IL - North Center/Avondale",
        "geography_type": "postal_code",
        "latitude": 41.9464,
        "latest_observed_date": "2026-07-16",
        "latest_value": "14.4200",
        "longitude": -87.7027,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#0891b2",
        "datapoint_count": 2084,
        "geography_id": "63105",
        "geography_label": "Clayton, MO",
        "geography_type": "postal_code",
        "latitude": 38.6445,
        "latest_observed_date": "2026-07-16",
        "latest_value": "14.8300",
        "longitude": -90.3301,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#a16207",
        "datapoint_count": 2038,
        "geography_id": "62201",
        "geography_label": "East St. Louis, IL",
        "geography_type": "postal_code",
        "latitude": 38.6245,
        "latest_observed_date": "2026-07-16",
        "latest_value": "15.2400",
        "longitude": -90.1534,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#0f7a3f",
        "datapoint_count": 2130,
        "geography_id": "77004",
        "geography_label": "Houston, TX - Midtown",
        "geography_type": "postal_code",
        "latitude": 29.724,
        "latest_observed_date": "2026-07-16",
        "latest_value": "13.8800",
        "longitude": -95.363,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#7c3aed",
        "datapoint_count": 2037,
        "geography_id": "39206",
        "geography_label": "Jackson, MS - North Jackson",
        "geography_type": "postal_code",
        "latitude": 32.3682,
        "latest_observed_date": "2026-07-16",
        "latest_value": "14.3000",
        "longitude": -90.1673,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#7c3aed",
        "datapoint_count": 2173,
        "geography_id": "32210",
        "geography_label": "Jacksonville, FL - Westside",
        "geography_type": "postal_code",
        "latitude": 30.2797,
        "latest_observed_date": "2026-07-16",
        "latest_value": "14.4200",
        "longitude": -81.7337,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#2454d6",
        "datapoint_count": 2053,
        "geography_id": "90019",
        "geography_label": "Los Angeles, CA - Mid-City",
        "geography_type": "postal_code",
        "latitude": 34.0483,
        "latest_observed_date": "2026-07-16",
        "latest_value": "14.4200",
        "longitude": -118.3392,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#2454d6",
        "datapoint_count": 2099,
        "geography_id": "11385",
        "geography_label": "New York, NY - Ridgewood/Glendale",
        "geography_type": "postal_code",
        "latitude": 40.6997,
        "latest_observed_date": "2026-07-16",
        "latest_value": "14.2000",
        "longitude": -73.8893,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#0f7a3f",
        "datapoint_count": 2096,
        "geography_id": "19145",
        "geography_label": "Philadelphia, PA - South Philadelphia",
        "geography_type": "postal_code",
        "latitude": 39.9136,
        "latest_observed_date": "2026-07-16",
        "latest_value": "13.9700",
        "longitude": -75.182,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#0891b2",
        "datapoint_count": 2091,
        "geography_id": "78228",
        "geography_label": "San Antonio, TX - West San Antonio",
        "geography_type": "postal_code",
        "latitude": 29.462,
        "latest_observed_date": "2026-07-16",
        "latest_value": "13.8300",
        "longitude": -98.569,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#dc2626",
        "datapoint_count": 2110,
        "geography_id": "95123",
        "geography_label": "San Jose, CA - Blossom Valley",
        "geography_type": "postal_code",
        "latitude": 37.244,
        "latest_observed_date": "2026-07-16",
        "latest_value": "13.8900",
        "longitude": -121.8306,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      },
      {
        "color": "#a16207",
        "datapoint_count": 2084,
        "geography_id": "98118",
        "geography_label": "Seattle, WA - Rainier Valley",
        "geography_type": "postal_code",
        "latitude": 47.5412,
        "latest_observed_date": "2026-07-16",
        "latest_value": "13.1900",
        "longitude": -122.2754,
        "observation_count": 32,
        "updated_at": "2026-07-16T11:01:03.541000"
      }
    ],
    "geography_ids": [
      "60618",
      "63105",
      "62201",
      "77004",
      "39206",
      "32210",
      "90019",
      "11385",
      "19145",
      "78228",
      "95123",
      "98118"
    ],
    "geography_label": "Tracked cities",
    "geography_type": "postal_code",
    "id": "pantyliners",
    "index_kind": "leaf",
    "latest_observed_date": "2026-07-16",
    "latest_value_range": {
      "max": "15.2400",
      "min": "13.1900"
    },
    "methodology_summary": "CostInflation's Representative Price Index for 100 liners is our daily estimate of the typical shelf price shoppers are seeing, based on observed retail listings that are cleaned up and made comparable before they are averaged into one public number. We reduce the influence of unusual one-off prices so the index reflects the middle of the market, then combine component prices using the index's standard package sizes and weights. Charts can also show lower band, medium band and upper band.",
    "observation_count": 384,
    "quality_note": "Datapoints count the listing density behind each day's city-level estimate. They are not basket weights.",
    "seasonal_adjustment": "Not seasonally adjusted",
    "temporal_coverage": "2026-06-15/2026-07-16",
    "title": "Pantyliner Price Index, Trends and History",
    "units": "U.S. dollars",
    "updated_at": "2026-07-16T11:01:03.541000",
    "value_lane": "representative"
  }
}