{
  "@context": "https://schema.org",
  "@type": "DataCatalog",
  "@id": "https://meplar.com/datasets/#catalog",
  "name": "Meplar data catalog",
  "url": "https://meplar.com/datasets/",
  "publisher": {
    "@type": "Organization",
    "@id": "https://meplar.com/#organization",
    "name": "Meplar",
    "url": "https://meplar.com/"
  },
  "isPartOf": {
    "@type": "WebSite",
    "@id": "https://meplar.com/#website",
    "name": "Meplar",
    "url": "https://meplar.com/",
    "inLanguage": "en",
    "publisher": {
      "@id": "https://meplar.com/#organization"
    }
  },
  "dataset": [
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "name": "Where biotech patents meet funding",
      "description": "Company patent counts, SEC offering disclosures and name-matched records with confidence fields.",
      "url": "https://meplar.com/datasets/biotech-patents/",
      "keywords": [
        "Economy"
      ],
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "@id": "https://meplar.com/datasets/biotech-patents/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "USPTO PatentsView",
          "url": "https://data.uspto.gov/support/transition-guide/patentsview",
          "description": "Patent grant and assignee records."
        },
        {
          "@type": "CreativeWork",
          "name": "SEC EDGAR Form D",
          "url": "https://www.sec.gov/files/structureddata/data/form-d-data-sets",
          "description": "Private securities offering notices."
        }
      ],
      "variableMeasured": [
        "company_name",
        "total_patents",
        "patents_2000_2024",
        "first_patent_year",
        "last_patent_year",
        "primary_cpc",
        "country",
        "assignee_type",
        "total_raised_usd",
        "num_rounds",
        "first_raise_year",
        "last_raise_year",
        "industry_group",
        "state",
        "match_score",
        "patents_per_million_raised",
        "efficiency_metric_reliable"
      ]
    },
    {
      "@type": "Dataset",
      "name": "Births and population around the world",
      "description": "Annual historical estimates of births and 1 July population, for the world and countries/areas.",
      "url": "https://meplar.com/datasets/births-and-population/",
      "keywords": [
        "Population"
      ],
      "isAccessibleForFree": true,
      "@context": "https://schema.org",
      "temporalCoverage": "1950/2023",
      "dateModified": "2026-10-13",
      "license": "https://creativecommons.org/licenses/by/3.0/igo/",
      "creator": {
        "@type": "Organization",
        "name": "UN DESA, WPP 2024",
        "url": "https://population.un.org/wpp/"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "world_births_population_1950_2023.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/births-and-population/v1/world_births_population_1950_2023.csv",
          "contentSize": "3387 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "country_births_population_1950_2023.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/births-and-population/v1/country_births_population_1950_2023.csv",
          "contentSize": "830204 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "births-and-population.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/births-and-population/v1/births-and-population.zip",
          "contentSize": "316193 bytes"
        }
      ],
      "@id": "https://meplar.com/datasets/births-and-population/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "UN DESA, WPP 2024",
          "url": "https://population.un.org/wpp/"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Births and population around the world",
          "url": "https://meplar.com/downloads/births-and-population/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "spatialCoverage": "World and countries/areas",
      "variableMeasured": [
        "year",
        "location",
        "un_location_id",
        "status",
        "births",
        "population_july_1",
        "iso3"
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "name": "History, prices and culture by year",
      "description": "Historical country-year indicators, prices, culture, events and notable births in four tables.",
      "url": "https://meplar.com/datasets/born-in-history/",
      "keywords": [
        "History"
      ],
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "@id": "https://meplar.com/datasets/born-in-history/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "Meplar Born-in experience",
          "url": "https://meplar.com/born-in/",
          "description": "The CSV package reshapes curated historical JSON into analysis tables."
        }
      ],
      "temporalCoverage": "1930/2025",
      "variableMeasured": [
        "year",
        "country_code",
        "country_name_current",
        "country_name_historical",
        "country_population_millions",
        "country_life_expectancy",
        "country_gdp_per_capita_usd",
        "country_leader",
        "country_leader_title",
        "world_population_billions",
        "world_life_expectancy_global",
        "world_births_millions",
        "world_internet_users",
        "us_gdp_per_capita_usd",
        "gallon_gas_usd",
        "median_home_usd",
        "billboard_no1_song",
        "billboard_no1_artist",
        "oscar_best_picture",
        "technology_milestone",
        "top_computer",
        "world_countries_count",
        "economy_us_gdp_per_capita_usd",
        "economy_us_median_household_income_usd",
        "economy_us_inflation_pct",
        "economy_us_unemployment_pct",
        "economy_us_minimum_wage_usd",
        "economy_sp500_year_end",
        "economy_dow_jones_year_end",
        "economy_gold_oz_usd",
        "economy_oil_barrel_usd",
        "prices_us_gallon_gas_usd",
        "prices_us_gallon_milk_usd",
        "prices_us_dozen_eggs_usd",
        "prices_us_loaf_bread_usd",
        "prices_us_movie_ticket_usd",
        "prices_us_new_car_avg_usd",
        "prices_us_median_home_usd",
        "prices_us_first_class_stamp_cents",
        "prices_us_big_mac_usd",
        "technology_top_computer",
        "technology_top_computer_price_usd",
        "technology_avg_hard_drive_mb",
        "technology_mobile_subscribers_millions",
        "technology_notable_releases",
        "leaders_us_president",
        "leaders_uk_pm",
        "leaders_france_president",
        "leaders_germany_chancellor",
        "leaders_ussr_leader",
        "leaders_china_leader",
        "leaders_japan_pm",
        "leaders_australia_pm",
        "leaders_canada_pm",
        "leaders_brazil_president",
        "leaders_mexico_president",
        "leaders_un_secretary",
        "leaders_pope",
        "leaders_ireland_taoiseach",
        "culture_music_billboard_no1_song",
        "culture_music_billboard_no1_artist",
        "culture_music_grammy_record",
        "culture_music_grammy_record_artist",
        "culture_music_grammy_album",
        "culture_music_grammy_album_artist",
        "culture_music_uk_no1_jan",
        "culture_music_uk_no1_jan_artist",
        "culture_film_box_office_no1",
        "culture_film_box_office_no1_gross_m",
        "culture_film_oscar_best_picture",
        "culture_film_oscar_best_director",
        "culture_film_oscar_best_director_name",
        "culture_film_oscar_best_actor",
        "culture_film_oscar_best_actor_film",
        "culture_film_oscar_best_actress",
        "culture_film_oscar_best_actress_film",
        "world_events_count",
        "notable_births_count",
        "leaders_russia_leader",
        "leaders_india_pm",
        "leaders_south_korea_president",
        "culture_music_uk_no1_artist",
        "month",
        "event",
        "name",
        "field"
      ]
    },
    {
      "@type": "Dataset",
      "name": "World electricity growth",
      "description": "Annual generation by source, with the changes behind the 2025 chart.",
      "url": "https://meplar.com/datasets/electricity-growth-2025/",
      "keywords": [
        "Energy"
      ],
      "isAccessibleForFree": true,
      "@context": "https://schema.org",
      "temporalCoverage": "2000/2025",
      "dateModified": "2026-10-12",
      "creator": {
        "@type": "Organization",
        "name": "Ember",
        "url": "https://ember-energy.org/data/yearly-electricity-data/"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "world-electricity-2000-2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/electricity-growth-2025/v1/world-electricity-2000-2025.csv",
          "contentSize": "59749 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "chart-data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/electricity-growth-2025/v1/chart-data.csv",
          "contentSize": "189 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "electricity-growth-2025.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/electricity-growth-2025/v1/electricity-growth-2025.zip",
          "contentSize": "131254 bytes"
        }
      ],
      "license": "https://creativecommons.org/licenses/by/4.0/",
      "@id": "https://meplar.com/datasets/electricity-growth-2025/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "Ember",
          "url": "https://ember-energy.org/data/yearly-electricity-data/"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Global electricity growth in 2025",
          "url": "https://meplar.com/downloads/electricity-growth-2025/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "spatialCoverage": "World",
      "variableMeasured": [
        "Area",
        "ISO 3 code",
        "Year",
        "Area type",
        "Electricity source",
        "Is aggregated source",
        "Generation (TWh)",
        "Generation YoY change (TWh)",
        "Generation YoY change (%)",
        "Share of generation (%)",
        "Share of generation YoY change (% points)",
        "Capacity (GW)",
        "Emissions (MtCO2e)",
        "Emissions YoY change (MtCO2e)",
        "Emissions YoY change (%)",
        "Share of emissions (%)",
        "Emissions intensity (gCO2e/kWh)",
        "Continent",
        "Ember region",
        "EU member",
        "OECD member",
        "G20 member",
        "G7 member",
        "ASEAN member",
        "Source",
        "2025 change in generation (TWh)"
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "name": "European football, player by player",
      "description": "Player-season appearances, goals, assists, cards and minutes for clubs and national teams.",
      "url": "https://meplar.com/datasets/european-football/",
      "keywords": [
        "Sport"
      ],
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "@id": "https://meplar.com/datasets/european-football/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "Transfermarkt",
          "url": "https://www.transfermarkt.com/",
          "description": "Historical player and appearance records. Later years are merged from an archived Kaggle export."
        }
      ],
      "temporalCoverage": "1996/2025",
      "variableMeasured": [
        "season_start_year",
        "season_end_year",
        "league_id",
        "club_id",
        "club_name",
        "competition_code",
        "competition_name",
        "competition_type",
        "player_id",
        "player_name",
        "player_href",
        "position",
        "nationality",
        "age",
        "in_squad",
        "appearances",
        "goals",
        "assists",
        "yellow_cards",
        "second_yellow",
        "red_cards",
        "sub_on",
        "sub_off",
        "minutes_played",
        "team_id",
        "team_name",
        "team_code"
      ]
    },
    {
      "@type": "Dataset",
      "name": "Exoplanet discoveries",
      "description": "Planet names, discovery methods, years and facilities, with a checked chart summary.",
      "url": "https://meplar.com/datasets/exoplanet-discoveries/",
      "keywords": [
        "Space"
      ],
      "isAccessibleForFree": true,
      "@context": "https://schema.org",
      "temporalCoverage": "1992/2026",
      "dateModified": "2026-10-12",
      "creator": {
        "@type": "Organization",
        "name": "NASA Exoplanet Archive",
        "url": "https://exoplanetarchive.ipac.caltech.edu/docs/intro.html"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "exoplanets.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/exoplanet-discoveries/v1/exoplanets.csv",
          "contentSize": "288818 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "chart-data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/exoplanet-discoveries/v1/chart-data.csv",
          "contentSize": "201 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "exoplanet-discoveries.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/exoplanet-discoveries/v1/exoplanet-discoveries.zip",
          "contentSize": "158069 bytes"
        }
      ],
      "@id": "https://meplar.com/datasets/exoplanet-discoveries/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "NASA Exoplanet Archive",
          "url": "https://exoplanetarchive.ipac.caltech.edu/docs/intro.html"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "How exoplanets were discovered",
          "url": "https://meplar.com/downloads/exoplanet-discoveries/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "variableMeasured": [
        "pl_name",
        "discoverymethod",
        "disc_year",
        "disc_facility",
        "discovery_group",
        "planet_count",
        "share_percent"
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "name": "What delays US flights?",
      "description": "Monthly airport delays, cancellations and delay causes, with airport locations.",
      "url": "https://meplar.com/datasets/flight-delays/",
      "keywords": [
        "Travel"
      ],
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isAccessibleForFree": true,
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "flight_delays_airports.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/flight-delays/v1/flight_delays_airports.csv",
          "contentSize": "2686472 bytes",
          "license": "https://catalog.data.gov/dataset/bts-flight-data"
        },
        {
          "@type": "DataDownload",
          "name": "What delays US flights?: CSV, README and source terms",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/flight-delays/v1/flight_delays_airports.zip",
          "contentSize": "530386 bytes"
        }
      ],
      "@id": "https://meplar.com/datasets/flight-delays/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "Bureau of Transportation Statistics",
          "url": "https://www.transtats.bts.gov/Fields.asp?gnoyr_VQ=FGJ",
          "description": "Reporting Carrier On-Time Performance (1987-present), used for the airport and route aggregates."
        },
        {
          "@type": "CreativeWork",
          "name": "OurAirports",
          "url": "https://ourairports.com/data/",
          "description": "Public-domain airport metadata used in the airport and route snapshots."
        },
        {
          "@type": "CreativeWork",
          "name": "OpenFlights",
          "url": "https://openflights.org/data.php",
          "description": "Airline identifiers/names in the documented route snapshot only; not included in the airport download."
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "US airport-month flight delays — Meplar v1",
          "url": "https://meplar.com/downloads/flight-delays/v1/README.txt",
          "encodingFormat": "text/plain"
        }
      ],
      "spatialCoverage": "US reporting-carrier airports",
      "temporalCoverage": "2020/2024",
      "variableMeasured": [
        {
          "@type": "PropertyValue",
          "name": "airport_iata",
          "description": "Airport IATA code in the compiled source."
        },
        {
          "@type": "PropertyValue",
          "name": "airport_name",
          "description": "Airport name from the cached OurAirports lookup."
        },
        {
          "@type": "PropertyValue",
          "name": "airport_city",
          "description": "Municipality from the cached airport lookup, with BTS city fallback."
        },
        {
          "@type": "PropertyValue",
          "name": "airport_state",
          "description": "State or territory code from the cached airport lookup, with BTS fallback."
        },
        {
          "@type": "PropertyValue",
          "name": "latitude",
          "description": "Airport latitude in decimal degrees; cached metadata."
        },
        {
          "@type": "PropertyValue",
          "name": "longitude",
          "description": "Airport longitude in decimal degrees; cached metadata."
        },
        {
          "@type": "PropertyValue",
          "name": "year",
          "description": "Reporting year (2020–2024)."
        },
        {
          "@type": "PropertyValue",
          "name": "month",
          "description": "Reporting month (1–12)."
        },
        {
          "@type": "PropertyValue",
          "name": "departures_total",
          "description": "Reported departure-side flight records, including cancellations."
        },
        {
          "@type": "PropertyValue",
          "name": "arrivals_total",
          "description": "Reported arrival-side flight records, including cancellations."
        },
        {
          "@type": "PropertyValue",
          "name": "avg_dep_delay_min",
          "description": "Mean departure delay in minutes; cancellations excluded, missing values ignored. Negative means early."
        },
        {
          "@type": "PropertyValue",
          "name": "avg_arr_delay_min",
          "description": "Mean arrival delay in minutes; cancellations excluded, missing values ignored. Negative means early."
        },
        {
          "@type": "PropertyValue",
          "name": "pct_dep_delayed_15plus",
          "description": "Percentage of non-cancelled departure records with an available delay flag that were delayed at least 15 minutes (0–100); rounded to about one percentage point."
        },
        {
          "@type": "PropertyValue",
          "name": "pct_arr_delayed_15plus",
          "description": "Percentage of non-cancelled arrival records with an available delay flag that were delayed at least 15 minutes (0–100); rounded to about one percentage point."
        },
        {
          "@type": "PropertyValue",
          "name": "cancellation_rate",
          "description": "Cancelled departure-side records as a percentage of departures_total (0–100)."
        },
        {
          "@type": "PropertyValue",
          "name": "avg_weather_delay",
          "description": "Departure-side weather-delay mean in minutes, over positive weather-delay values only."
        },
        {
          "@type": "PropertyValue",
          "name": "avg_carrier_delay",
          "description": "Departure-side carrier-delay mean in minutes, over positive carrier-delay values only."
        },
        {
          "@type": "PropertyValue",
          "name": "avg_nas_delay",
          "description": "Departure-side National Airspace System delay mean in minutes, over positive NAS-delay values only."
        },
        "origin_iata",
        "origin_name",
        "origin_city",
        "origin_state",
        "dest_iata",
        "dest_name",
        "dest_city",
        "dest_state",
        "airline_iata",
        "airline_name",
        "total_flights",
        "cancelled_flights",
        "diverted_flights",
        "pct_delayed_15plus",
        "avg_late_aircraft_delay",
        "avg_distance_miles"
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "name": "Reported fundraising in health care",
      "description": "SEC health-sector corporate issuer summaries with reported amounts sold, offering records and geography.",
      "url": "https://meplar.com/datasets/health-company-offerings/",
      "keywords": [
        "Economy"
      ],
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isAccessibleForFree": true,
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "health_company_offering_summaries.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/health-company-offerings/v1/health_company_offering_summaries.csv",
          "contentSize": "465699 bytes",
          "license": "https://www.sec.gov/about/webmaster-frequently-asked-questions"
        },
        {
          "@type": "DataDownload",
          "name": "Reported fundraising in health care: CSV, README and source terms",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/health-company-offerings/v1/health_company_offering_summaries.zip",
          "contentSize": "123274 bytes"
        }
      ],
      "@id": "https://meplar.com/datasets/health-company-offerings/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "SEC Form D structured data",
          "url": "https://www.sec.gov/data-research/sec-markets-data/form-d-data-sets",
          "description": "Quarterly public filing records, including ISSUERS and OFFERING tables."
        },
        {
          "@type": "CreativeWork",
          "name": "SEC reuse policy",
          "url": "https://www.sec.gov/about/webmaster-frequently-asked-questions",
          "description": "SEC public filing content is free to access and reuse. No SEC endorsement is implied."
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Health-company Form D offering summaries — Meplar v1",
          "url": "https://meplar.com/downloads/health-company-offerings/v1/README.txt",
          "encodingFormat": "text/plain"
        }
      ],
      "variableMeasured": [
        {
          "@type": "PropertyValue",
          "name": "issuer_name",
          "description": "Corporate issuer name recorded in the retained Form D filings."
        },
        {
          "@type": "PropertyValue",
          "name": "reported_amount_sold_usd",
          "description": "Sum of reported TOTALAMOUNTSOLD after deduplication and the documented cap; not verified lifetime funding."
        },
        {
          "@type": "PropertyValue",
          "name": "retained_offering_records",
          "description": "Number of offering records retained after same-CIK/sale-date deduplication; not actual financing rounds."
        },
        {
          "@type": "PropertyValue",
          "name": "first_initial_sale_year",
          "description": "Earliest recorded initial sale year in retained records; blank when unavailable."
        },
        {
          "@type": "PropertyValue",
          "name": "last_initial_sale_year",
          "description": "Latest recorded initial sale year in retained records; blank when unavailable."
        },
        {
          "@type": "PropertyValue",
          "name": "reported_industry_group",
          "description": "Issuer-reported Form D industry category."
        },
        {
          "@type": "PropertyValue",
          "name": "reported_state_or_country_code",
          "description": "As-filed state or country code; not always a US state."
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "name": "Indian cars: prices and specs",
      "description": "Indian car variants with prices, engine specifications, dimensions and available safety ratings.",
      "url": "https://meplar.com/datasets/indian-cars/",
      "keywords": [
        "Cars"
      ],
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "@id": "https://meplar.com/datasets/indian-cars/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "ZigWheels",
          "url": "https://www.zigwheels.com/",
          "description": "Listing/specification pages compiled in March 2026."
        }
      ],
      "spatialCoverage": "India",
      "variableMeasured": [
        "make",
        "model",
        "variant",
        "body_type",
        "segment",
        "year",
        "fuel_type",
        "transmission",
        "price_ex_showroom",
        "price_onroad_delhi",
        "engine_cc",
        "power_bhp",
        "torque_nm",
        "mileage_kmpl",
        "ev_range_km",
        "top_speed_kmph",
        "length_mm",
        "width_mm",
        "height_mm",
        "wheelbase_mm",
        "ground_clearance_mm",
        "boot_space_litres",
        "seating_capacity",
        "airbags",
        "abs",
        "adas_features",
        "bharat_ncap_stars",
        "bharat_ncap_aop_score",
        "bharat_ncap_cop_score",
        "global_ncap_stars"
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "name": "Inside the Michelin Guide",
      "description": "Michelin restaurant listings with award level, price tier, city and profile links.",
      "url": "https://meplar.com/datasets/michelin-guide/",
      "keywords": [
        "Food"
      ],
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "@id": "https://meplar.com/datasets/michelin-guide/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "Michelin Guide",
          "url": "https://guide.michelin.com/en/restaurants",
          "description": "Official listings collected March 5, 2026."
        }
      ],
      "variableMeasured": [
        "id",
        "name",
        "award",
        "star_count",
        "price",
        "city",
        "region",
        "country",
        "country_code",
        "url",
        "scraped_date"
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "name": "Roller coasters, by the numbers",
      "description": "Coaster status, opening year, manufacturer and available ride measurements.",
      "url": "https://meplar.com/datasets/roller-coasters/",
      "keywords": [
        "Travel"
      ],
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "@id": "https://meplar.com/datasets/roller-coasters/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "Roller Coaster DataBase",
          "url": "https://rcdb.com/",
          "description": "Source records are linked by rcdb_url."
        }
      ],
      "spatialCoverage": "Recorded parks worldwide",
      "variableMeasured": [
        "coaster_id",
        "name",
        "park_name",
        "city",
        "state_region",
        "country",
        "status",
        "opened_year",
        "type",
        "design",
        "make",
        "model",
        "length_ft",
        "height_ft",
        "speed_mph",
        "inversions",
        "rcdb_url"
      ]
    },
    {
      "@type": "Dataset",
      "name": "US baby names, year by year",
      "description": "Published name counts, complete applicant totals and the annual share of the ten most popular names.",
      "url": "https://meplar.com/datasets/us-baby-names/",
      "keywords": [
        "Population"
      ],
      "isAccessibleForFree": true,
      "@context": "https://schema.org",
      "temporalCoverage": "1880/2025",
      "dateModified": "2026-10-14",
      "license": "https://creativecommons.org/publicdomain/zero/1.0/",
      "creator": {
        "@type": "Organization",
        "name": "SSA",
        "url": "https://www.ssa.gov/oact/babynames/limits.html"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "baby_names_top_10_share_1950_2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-baby-names/v1/baby_names_top_10_share_1950_2025.csv",
          "contentSize": "16051 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "ssa_baby_names_1880_2025.csv.gz",
          "encodingFormat": "application/gzip",
          "contentUrl": "https://meplar.com/downloads/us-baby-names/v1/ssa_baby_names_1880_2025.csv.gz",
          "contentSize": "16367303 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "us-baby-names.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/us-baby-names/v1/us-baby-names.zip",
          "contentSize": "24544571 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "ssa_annual_applicant_totals_1880_2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-baby-names/v1/ssa_annual_applicant_totals_1880_2025.csv",
          "contentSize": "15802 bytes"
        }
      ],
      "@id": "https://meplar.com/datasets/us-baby-names/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "SSA",
          "url": "https://www.ssa.gov/oact/babynames/limits.html"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "U.S. baby names: the shrinking share of the top 10",
          "url": "https://meplar.com/downloads/us-baby-names/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "spatialCoverage": "US-born SSA applicants",
      "variableMeasured": [
        "year",
        "sex",
        "top_10_count",
        "ssa_applicant_total",
        "top_10_share_percent",
        "top_10_names",
        "name",
        "count",
        "rank_within_sex",
        "share_of_sex_percent",
        "published_name_count",
        "unpublished_name_count",
        "published_distinct_names",
        "top_1000_count",
        "top_1000_share_percent"
      ]
    },
    {
      "@type": "Dataset",
      "name": "Coal and gas in US electricity",
      "description": "Annual coal and natural gas generation, shares and companion electricity source series from EIA.",
      "url": "https://meplar.com/datasets/us-coal-and-gas-electricity/",
      "keywords": [
        "Energy"
      ],
      "isAccessibleForFree": true,
      "@context": "https://schema.org",
      "temporalCoverage": "1990/2025",
      "dateModified": "2026-10-14",
      "license": "https://www.eia.gov/about/copyrights_reuse.php",
      "creator": {
        "@type": "Organization",
        "name": "U.S. Energy Information Administration",
        "url": "https://www.eia.gov/"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "coal_gas_annual_1990_2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-coal-and-gas-electricity/v1/coal_gas_annual_1990_2025.csv",
          "contentSize": "2259 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "all_sources_annual_1990_2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-coal-and-gas-electricity/v1/all_sources_annual_1990_2025.csv",
          "contentSize": "40272 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "us-coal-and-gas-electricity.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/us-coal-and-gas-electricity/v1/us-coal-and-gas-electricity.zip",
          "contentSize": "201272 bytes"
        }
      ],
      "@id": "https://meplar.com/datasets/us-coal-and-gas-electricity/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "EIA, MER September 2026",
          "url": "https://www.eia.gov/totalenergy/data/browser/?tbl=T07.02A"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Coal and gas traded places in U.S. electricity generation",
          "url": "https://meplar.com/downloads/us-coal-and-gas-electricity/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "spatialCoverage": "50 states and Washington, DC",
      "variableMeasured": [
        "year",
        "coal_twh",
        "natural_gas_twh",
        "total_utility_scale_twh",
        "coal_share_pct",
        "natural_gas_share_pct",
        "eia_series_id",
        "source_description",
        "net_generation_twh"
      ]
    },
    {
      "@type": "Dataset",
      "name": "How US vehicles changed",
      "description": "EPA test weights for pickups and sedans/wagons, plus fuel economy and other vehicle types.",
      "url": "https://meplar.com/datasets/us-vehicle-weights/",
      "keywords": [
        "Cars"
      ],
      "isAccessibleForFree": true,
      "@context": "https://schema.org",
      "temporalCoverage": "1975/2024",
      "dateModified": "2026-10-13",
      "license": "https://edg.epa.gov/EPA_Data_License.htm",
      "creator": {
        "@type": "Organization",
        "name": "US EPA",
        "url": "https://www.epa.gov/automotive-trends/explore-automotive-trends-data"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "epa_pickups_sedans_1975_2024.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-vehicle-weights/v1/epa_pickups_sedans_1975_2024.csv",
          "contentSize": "2235 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "epa_all_vehicle_types_1975_2024.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-vehicle-weights/v1/epa_all_vehicle_types_1975_2024.csv",
          "contentSize": "30624 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "us-vehicle-weights.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/us-vehicle-weights/v1/us-vehicle-weights.zip",
          "contentSize": "375364 bytes"
        }
      ],
      "@id": "https://meplar.com/datasets/us-vehicle-weights/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "US EPA",
          "url": "https://www.epa.gov/automotive-trends/explore-automotive-trends-data"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "US pickups and sedans, 1975–2024",
          "url": "https://meplar.com/downloads/us-vehicle-weights/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "spatialCoverage": "United States",
      "variableMeasured": [
        "model_year",
        "sedan_wagon_test_weight_lb",
        "pickup_test_weight_lb",
        "pickup_minus_sedan_wagon_lb",
        "pickup_heavier_percent",
        "regulatory_class",
        "vehicle_type",
        "production_share",
        "real_world_mpg",
        "real_world_mpg_city",
        "real_world_mpg_hwy",
        "test_weight_lb",
        "horsepower",
        "footprint_sqft"
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "name": "Westminster winners & breed popularity",
      "description": "Westminster show winners and annual AKC breed popularity rankings in three tables.",
      "url": "https://meplar.com/datasets/westminster-dog-show/",
      "keywords": [
        "Sport"
      ],
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "@id": "https://meplar.com/datasets/westminster-dog-show/#dataset",
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "Westminster Kennel Club",
          "url": "https://www.westminsterkennelclub.org/conformation-records/best-in-show-winners/",
          "description": "Official show and group-winner records."
        },
        {
          "@type": "CreativeWork",
          "name": "American Kennel Club",
          "url": "https://www.akc.org/expert-advice/news/most-popular-dog-breeds-2024/",
          "description": "Annual breed popularity rankings."
        }
      ],
      "spatialCoverage": "United States",
      "variableMeasured": [
        "year",
        "breed",
        "group",
        "dog_name",
        "owners",
        "judges",
        "placement",
        "rank",
        "variety_note"
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/us-nuclear-electricity/#dataset",
      "name": "US nuclear electricity, units and capacity",
      "description": "Annual US nuclear net generation, year-end operable units and net summer capacity from EIA, with a 1990-based chart series.",
      "url": "https://meplar.com/datasets/us-nuclear-electricity/",
      "keywords": [
        "Energy"
      ],
      "isAccessibleForFree": true,
      "inLanguage": "en",
      "dateModified": "2026-10-14",
      "temporalCoverage": "1957/2025",
      "spatialCoverage": "50 US states and Washington, DC",
      "creator": {
        "@type": "Organization",
        "name": "U.S. Energy Information Administration",
        "url": "https://www.eia.gov/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "license": "https://www.eia.gov/about/copyrights_reuse.php",
      "usageInfo": "https://meplar.com/downloads/us-nuclear-electricity/v1/SOURCE_TERMS.txt",
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "US EIA, Monthly Energy Review, September 2026, Table 8.1",
          "url": "https://www.eia.gov/totalenergy/data/browser/csv.php?tbl=T08.01"
        },
        {
          "@type": "CreativeWork",
          "name": "EIA nuclear definitions",
          "url": "https://www.eia.gov/totalenergy/data/monthly/pdf/sec8.pdf"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Source, fields and method notes",
          "url": "https://meplar.com/downloads/us-nuclear-electricity/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "variableMeasured": [
        "year",
        "operable_units_year_end",
        "net_summer_capacity_gw_year_end",
        "net_generation_twh",
        "capacity_factor_pct_eia",
        "nuclear_share_pct"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/us-nuclear-electricity/v1/us_nuclear_annual_1957_2025.csv#download",
          "name": "us_nuclear_annual_1957_2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-nuclear-electricity/v1/us_nuclear_annual_1957_2025.csv",
          "contentSize": "2290 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/us-nuclear-electricity/v1/chart_data.csv#download",
          "name": "chart_data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-nuclear-electricity/v1/chart_data.csv",
          "contentSize": "3382 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/us-nuclear-electricity/v1/us-nuclear-electricity.zip#download",
          "name": "us-nuclear-electricity.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/us-nuclear-electricity/v1/us-nuclear-electricity.zip",
          "contentSize": "1190123 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/global-co2/#dataset",
      "name": "Global atmospheric CO₂: annual means and growth",
      "description": "NOAA global marine-surface annual CO₂ means, within-year increases and reported uncertainties, with a chart of 1980–2025.",
      "url": "https://meplar.com/datasets/global-co2/",
      "keywords": [
        "Climate"
      ],
      "isAccessibleForFree": true,
      "inLanguage": "en",
      "dateModified": "2026-10-14",
      "temporalCoverage": "1959/2025",
      "spatialCoverage": "Global marine surface",
      "creator": {
        "@type": "Organization",
        "name": "NOAA Global Monitoring Laboratory",
        "url": "https://gml.noaa.gov/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "license": "https://www.noaa.gov/office-education/outreach-communication/faq",
      "usageInfo": "https://meplar.com/downloads/global-co2/v1/SOURCE_TERMS.txt",
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "NOAA GML global CO₂ trends and citation",
          "url": "https://gml.noaa.gov/ccgg/trends/gl_data.html"
        },
        {
          "@type": "CreativeWork",
          "name": "NOAA within-year growth method",
          "url": "https://gml.noaa.gov/ccgg/trends/gl_gr.html"
        },
        {
          "@type": "CreativeWork",
          "name": "NOAA annual-mean CSV",
          "url": "https://gml.noaa.gov/webdata/ccgg/trends/co2/co2_annmean_gl.csv"
        },
        {
          "@type": "CreativeWork",
          "name": "NOAA growth CSV",
          "url": "https://gml.noaa.gov/webdata/ccgg/trends/co2/co2_gr_gl.csv"
        },
        {
          "@type": "CreativeWork",
          "name": "Dataset DOI",
          "url": "https://doi.org/10.15138/9N0H-ZH07"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Source, fields and method notes",
          "url": "https://meplar.com/downloads/global-co2/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "variableMeasured": [
        "year",
        "annual_mean_co2_ppm",
        "annual_mean_uncertainty_ppm",
        "within_year_increase_ppm",
        "increase_uncertainty_ppm"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/global-co2/v1/global_co2_annual_1959_2025.csv#download",
          "name": "global_co2_annual_1959_2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/global-co2/v1/global_co2_annual_1959_2025.csv",
          "contentSize": "1693 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/global-co2/v1/chart_data.csv#download",
          "name": "chart_data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/global-co2/v1/chart_data.csv",
          "contentSize": "1330 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/global-co2/v1/global-co2.zip#download",
          "name": "global-co2.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/global-co2/v1/global-co2.zip",
          "contentSize": "1190240 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/country-age-profiles/#dataset",
      "name": "Country age profiles and population",
      "description": "World Bank WDI age shares, population and derived age-group ratios for countries and aggregates, with the ten most populous countries in 2025.",
      "url": "https://meplar.com/datasets/country-age-profiles/",
      "keywords": [
        "Population"
      ],
      "isAccessibleForFree": true,
      "inLanguage": "en",
      "dateModified": "2026-10-14",
      "temporalCoverage": "1960/2025",
      "spatialCoverage": "World Bank countries/economies and aggregate groups",
      "creator": {
        "@type": "Organization",
        "name": "World Bank World Development Indicators; UN Population Division and underlying population sources",
        "url": "https://data.worldbank.org/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "license": "https://creativecommons.org/licenses/by/4.0/",
      "usageInfo": "https://meplar.com/downloads/country-age-profiles/v1/SOURCE_TERMS.txt",
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "WDI population ages 0–14 metadata",
          "url": "https://databank.worldbank.org/metadataglossary/world-development-indicators/series/SP.POP.0014.TO.ZS"
        },
        {
          "@type": "CreativeWork",
          "name": "WDI population ages 65+ metadata",
          "url": "https://databank.worldbank.org/metadataglossary/world-development-indicators/series/SP.POP.65UP.TO.ZS"
        },
        {
          "@type": "CreativeWork",
          "name": "WDI total-population metadata",
          "url": "https://databank.worldbank.org/metadataglossary/world-development-indicators/series/SP.POP.TOTL"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Source, fields and method notes",
          "url": "https://meplar.com/downloads/country-age-profiles/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "variableMeasured": [
        "code",
        "name",
        "aggregate",
        "year",
        "population",
        "children_pct",
        "older_pct",
        "working_age_pct",
        "children_per_older_adult"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/country-age-profiles/v1/country_age_profiles_1960_2025.csv#download",
          "name": "country_age_profiles_1960_2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/country-age-profiles/v1/country_age_profiles_1960_2025.csv",
          "contentSize": "1482017 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/country-age-profiles/v1/chart_data.csv#download",
          "name": "chart_data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/country-age-profiles/v1/chart_data.csv",
          "contentSize": "931 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/country-age-profiles/v1/country-age-profiles.zip#download",
          "name": "country-age-profiles.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/country-age-profiles/v1/country-age-profiles.zip",
          "contentSize": "2921781 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/electricity-access-gap/#dataset",
      "name": "Electricity access and estimated population without access",
      "description": "WDI electricity-access shares and population, with derived estimates of people without electricity and a World/Sub-Saharan Africa comparison for 2000–2024.",
      "url": "https://meplar.com/datasets/electricity-access-gap/",
      "keywords": [
        "Energy"
      ],
      "isAccessibleForFree": true,
      "inLanguage": "en",
      "dateModified": "2026-10-14",
      "temporalCoverage": "1960/2025",
      "spatialCoverage": "World and Sub-Saharan Africa (all income levels), with underlying country/economy and aggregate records",
      "creator": {
        "@type": "Organization",
        "name": "World Bank World Development Indicators and SDG 7.1.1 Electrification Dataset",
        "url": "https://data.worldbank.org/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "license": "https://creativecommons.org/licenses/by/4.0/",
      "usageInfo": "https://meplar.com/downloads/electricity-access-gap/v1/SOURCE_TERMS.txt",
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "World Bank SDG 7.1.1 Electrification Dataset via WDI metadata",
          "url": "https://databank.worldbank.org/metadataglossary/world-development-indicators/series/EG.ELC.ACCS.ZS"
        },
        {
          "@type": "CreativeWork",
          "name": "WDI total-population metadata",
          "url": "https://databank.worldbank.org/metadataglossary/world-development-indicators/series/SP.POP.TOTL"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Source, fields and method notes",
          "url": "https://meplar.com/downloads/electricity-access-gap/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "variableMeasured": [
        "code",
        "name",
        "aggregate",
        "year",
        "population",
        "electricity_pct",
        "without_electricity_estimate"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/electricity-access-gap/v1/electricity_access_1960_2025.csv#download",
          "name": "electricity_access_1960_2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/electricity-access-gap/v1/electricity_access_1960_2025.csv",
          "contentSize": "786320 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/electricity-access-gap/v1/chart_data.csv#download",
          "name": "chart_data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/electricity-access-gap/v1/chart_data.csv",
          "contentSize": "2313 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/electricity-access-gap/v1/electricity-access-gap.zip#download",
          "name": "electricity-access-gap.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/electricity-access-gap/v1/electricity-access-gap.zip",
          "contentSize": "2921776 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/global-earthquakes-2025/#dataset",
      "name": "Global cataloged earthquakes, magnitude 4.5+, in 2025",
      "description": "A frozen USGS ComCat export of 8,556 cataloged magnitude 4.5+ earthquakes in calendar year 2025, retaining source attributes and explicit depth groups.",
      "url": "https://meplar.com/datasets/global-earthquakes-2025/",
      "keywords": [
        "Earth"
      ],
      "isAccessibleForFree": true,
      "inLanguage": "en",
      "dateModified": "2026-10-14",
      "temporalCoverage": "2025-01-01/2025-12-31",
      "spatialCoverage": "Worldwide cataloged event locations",
      "creator": {
        "@type": "Organization",
        "name": "USGS ANSS ComCat and contributing seismic networks",
        "url": "https://earthquake.usgs.gov/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "license": "https://www.usgs.gov/faqs/are-usgs-reportspublications-copyrighted",
      "usageInfo": "https://meplar.com/downloads/global-earthquakes-2025/v1/SOURCE_TERMS.txt",
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "USGS ANSS ComCat query, 2025 magnitude 4.5+",
          "url": "https://earthquake.usgs.gov/fdsnws/event/1/query?format=csv&starttime=2025-01-01&endtime=2026-01-01&minmagnitude=4.5&eventtype=earthquake&orderby=time-asc"
        },
        {
          "@type": "CreativeWork",
          "name": "USGS ComCat documentation",
          "url": "https://earthquake.usgs.gov/data/comcat/"
        },
        {
          "@type": "CreativeWork",
          "name": "USGS earthquake depth definitions",
          "url": "https://www.usgs.gov/programs/earthquake-hazards/determining-depth-earthquake"
        },
        {
          "@type": "CreativeWork",
          "name": "Natural Earth coastline",
          "url": "https://naturalearth.s3.amazonaws.com/110m_physical/ne_110m_coastline.zip"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Source, fields and method notes",
          "url": "https://meplar.com/downloads/global-earthquakes-2025/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "variableMeasured": [
        "origin_time_utc",
        "latitude_deg",
        "longitude_deg",
        "depth_km",
        "magnitude",
        "magnitude_type",
        "nst",
        "gap",
        "dmin",
        "rms",
        "net",
        "event_id",
        "updated",
        "place",
        "type",
        "horizontalError",
        "depthError",
        "magError",
        "magNst",
        "status",
        "locationSource",
        "magSource",
        "depth_group",
        "event_url"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/global-earthquakes-2025/v1/earthquakes_2025_m45.csv#download",
          "name": "earthquakes_2025_m45.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/global-earthquakes-2025/v1/earthquakes_2025_m45.csv",
          "contentSize": "2285714 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/global-earthquakes-2025/v1/depth_summary.csv#download",
          "name": "depth_summary.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/global-earthquakes-2025/v1/depth_summary.csv",
          "contentSize": "133 bytes"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/global-earthquakes-2025/v1/global-earthquakes-2025.zip#download",
          "name": "global-earthquakes-2025.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/global-earthquakes-2025/v1/global-earthquakes-2025.zip",
          "contentSize": "2764733 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/football-events-2017-18/#dataset",
      "name": "Messi and Ronaldo, 2017/18: chart data and methods",
      "description": "Plotted tables and selected event audits for Wyscout-based analyses of Messi and Ronaldo in the 2017/18 domestic season.",
      "url": "https://meplar.com/datasets/football-events-2017-18/",
      "keywords": [
        "Sport",
        "Football",
        "Wyscout",
        "2017/18",
        "Messi",
        "Ronaldo"
      ],
      "inLanguage": "en",
      "isAccessibleForFree": true,
      "temporalCoverage": "2017/2018",
      "spatialCoverage": "Men’s domestic top divisions in England, Spain, Germany, Italy and France, 2017/18; Ronaldo analyses cover LaLiga only.",
      "creator": {
        "@id": "https://meplar.com/#organization",
        "@type": "Organization",
        "name": "Meplar"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "isPartOf": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "license": "https://creativecommons.org/licenses/by/4.0/",
      "usageInfo": "https://meplar.com/downloads/football-events-2017-18/v1/SOURCE_TERMS.txt",
      "isBasedOn": [
        {
          "@type": "Dataset",
          "name": "Events, fixed version 1 — Wyscout / Pappalardo & Massucco (2019)",
          "url": "https://doi.org/10.6084/m9.figshare.7770599.v1",
          "license": "https://creativecommons.org/licenses/by/4.0/"
        }
      ],
      "citation": [
        {
          "@type": "ScholarlyArticle",
          "name": "A public data set of spatio-temporal match events in soccer competitions",
          "url": "https://doi.org/10.1038/s41597-019-0247-7"
        },
        {
          "@type": "ScholarlyArticle",
          "name": "PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach",
          "url": "https://doi.org/10.1145/3343172"
        }
      ],
      "measurementTechnique": "Provider-coded event filtering, aggregation by player/team/scheduled matchweek, coordinate conversion to a 105 × 68 m reference pitch, and explicit plot grouping. No exposure, chance-quality or causal adjustment.",
      "variableMeasured": [
        "player_id",
        "player_name",
        "leagues",
        "take_on_attempts",
        "take_ons_won",
        "take_ons_not_won",
        "win_percentage",
        "appearances_with_events",
        "entity_type",
        "entity_name",
        "country",
        "team_id",
        "direct_free_kick_goals",
        "direct_free_kick_shots",
        "plot_x_goals",
        "plot_y_stack_position",
        "x_pct",
        "y_pct",
        "plot_x_m",
        "plot_distance_from_goal_m",
        "goal",
        "outside_box",
        "marker_attempt_count",
        "event_ids",
        "half_season",
        "dot_index",
        "plot_column",
        "plot_row"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/01_plotted_top10_take_ons.csv",
          "name": "01_plotted_top10_take_ons.csv",
          "description": "10 plotted rows for Messi won 159 take-ons in 2017/18, 2017/18; see the field and scope definitions.",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/01_plotted_top10_take_ons.csv",
          "contentSize": "586 bytes",
          "license": "https://creativecommons.org/licenses/by/4.0/"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/02_all_97_clubs_plus_messi.csv",
          "name": "02_all_97_clubs_plus_messi.csv",
          "description": "98 plotted rows for Messi’s six direct free kicks outscored 95 clubs in 2017/18, 2017/18; see the field and scope definitions.",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/02_all_97_clubs_plus_messi.csv",
          "contentSize": "3996 bytes",
          "license": "https://creativecommons.org/licenses/by/4.0/"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/03_all_shot_location_groups.csv",
          "name": "03_all_shot_location_groups.csv",
          "description": "152 plotted rows for Ronaldo’s 38 outside-box shots returned no goals in 2017/18, 2017/18; see the field and scope definitions.",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/03_all_shot_location_groups.csv",
          "contentSize": "8527 bytes",
          "license": "https://creativecommons.org/licenses/by/4.0/"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/04_all_166_nonpenalty_attempt_dots.csv",
          "name": "04_all_166_nonpenalty_attempt_dots.csv",
          "description": "166 plotted rows for Ronaldo’s two 83-shot halves: 3 and 20 goals in 2017/18, 2017/18; see the field and scope definitions.",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/04_all_166_nonpenalty_attempt_dots.csv",
          "contentSize": "2023 bytes",
          "license": "https://creativecommons.org/licenses/by/4.0/"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/01_all_2568_players_take_ons.csv",
          "name": "01_all_2568_players_take_ons.csv",
          "description": "2,568 plotted rows for Complete take-on player cohort, 2017/18; see the field and scope definitions.",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/football-events-2017-18/v1/plotted_data/01_all_2568_players_take_ons.csv",
          "contentSize": "108473 bytes",
          "license": "https://creativecommons.org/licenses/by/4.0/"
        },
        {
          "@type": "DataDownload",
          "@id": "https://meplar.com/downloads/football-events-2017-18/v1/football-events-2017-18.zip",
          "name": "Football chart data: plotted tables, selected audits and reproduction bundle",
          "encodingFormat": "application/zip",
          "contentSize": "2627808 bytes",
          "license": "https://creativecommons.org/licenses/by/4.0/",
          "contentUrl": "https://meplar.com/downloads/football-events-2017-18/v1/football-events-2017-18.zip",
          "description": "Charts, supplied plotted and selected-audit tables, methods, retained metadata and reproduction files. The approximately 1 GB expanded original event archive is not included."
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Source, license and methods",
          "url": "https://meplar.com/downloads/football-events-2017-18/v1/SOURCE_LICENSE_METHODS.md",
          "encodingFormat": "text/markdown"
        },
        {
          "@type": "CreativeWork",
          "name": "Messi won 159 take-ons in 2017/18",
          "url": "https://meplar.com/insights/messi-take-ons-2017-18/"
        },
        {
          "@type": "CreativeWork",
          "name": "Messi’s six direct free kicks outscored 95 clubs in 2017/18",
          "url": "https://meplar.com/insights/messi-direct-free-kicks-2017-18/"
        },
        {
          "@type": "CreativeWork",
          "name": "Ronaldo’s 38 outside-box shots returned no goals in 2017/18",
          "url": "https://meplar.com/insights/ronaldo-outside-box-shots-2017-18/"
        },
        {
          "@type": "CreativeWork",
          "name": "Ronaldo’s two 83-shot halves: 3 and 20 goals in 2017/18",
          "url": "https://meplar.com/insights/ronaldo-season-halves-2017-18/"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/india-findex-2024/#dataset",
      "name": "India accounts and digital merchant payments · Findex 2024",
      "description": "Four World Bank Findex estimates for India: account ownership and past-year digital merchant-payment participation, for women and men age 15+, with unchanged source proportions, percentage conversions, frozen source extract and offline reproduction.",
      "url": "https://meplar.com/datasets/india-findex-2024/",
      "keywords": [
        "India",
        "Global Findex",
        "Financial inclusion",
        "Gender",
        "Digital merchant payments"
      ],
      "isAccessibleForFree": true,
      "temporalCoverage": "2024",
      "spatialCoverage": "India",
      "dateModified": "2026-10-17",
      "license": "https://datacatalog.worldbank.org/public-licenses",
      "creator": {
        "@type": "Organization",
        "name": "World Bank",
        "url": "https://www.worldbank.org/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "includedInDataCatalog": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "World Bank Global Findex country-level data",
          "url": "https://www.worldbank.org/en/publication/globalfindex/download-data"
        },
        {
          "@type": "CreativeWork",
          "name": "Global Findex 2025 indicator glossary",
          "url": "https://thedocs.worldbank.org/en/doc/be6615202d1f08a25855c8ac2d615122-0050012025/related/GlobalFindex2025-glossary.xlsx"
        },
        {
          "@type": "CreativeWork",
          "name": "World Bank Global Findex methodology",
          "url": "https://www.worldbank.org/en/publication/globalfindex/methodology"
        },
        {
          "@type": "CreativeWork",
          "name": "World Bank source licence and additional terms",
          "url": "https://datacatalog.worldbank.org/public-licenses"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "India: near parity in accounts, a gap at digital checkout",
          "url": "https://meplar.com/insights/india-findex-2024/"
        }
      ],
      "variableMeasured": [
        "country",
        "iso3",
        "survey_year",
        "release",
        "population",
        "gender",
        "indicator_code",
        "indicator",
        "source_proportion",
        "percent",
        "chart_label_percent"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "chart_data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/india-findex-2024/v1/chart_data.csv",
          "contentSize": "691 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source_extract.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/india-findex-2024/v1/source_extract.csv",
          "contentSize": "192 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "reproduction.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/india-findex-2024/v1/reproduction.zip",
          "contentSize": "5269662 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/india-household-spending/#dataset",
      "name": "India household spending · HCES 2023–24",
      "description": "Published All-India rural and urban HCES 2023–24 MPCE composition: four chart rows and the complete 24-row Statement 4 transcription, with source units, subtotal markers and official reuse conditions.",
      "url": "https://meplar.com/datasets/india-household-spending/",
      "keywords": [
        "India",
        "Household consumption",
        "HCES",
        "MPCE"
      ],
      "isAccessibleForFree": true,
      "temporalCoverage": "2023-08/2024-07",
      "spatialCoverage": "India",
      "dateModified": "2026-10-17",
      "license": "https://www.mospi.gov.in/CopyrightPolicy",
      "creator": {
        "@type": "Organization",
        "name": "Ministry of Statistics & Programme Implementation / National Statistical Office, Government of India",
        "url": "https://www.mospi.gov.in/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "isPartOf": {
        "@type": "DataCatalog",
        "@id": "https://meplar.com/datasets/#catalog",
        "name": "Meplar data catalog",
        "url": "https://meplar.com/datasets/"
      },
      "includedInDataCatalog": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "MoSPI / NSO, HCES 2023–24 Fact Sheet, Statement 4 (printed p8)",
          "url": "https://www.mospi.gov.in/sites/default/files/publication_reports/HCES%20FactSheet%202023-24.pdf#page=9"
        },
        {
          "@type": "CreativeWork",
          "name": "HCES Section I and imputation definitions (printed pp3–4)",
          "url": "https://www.mospi.gov.in/sites/default/files/publication_reports/HCES%20FactSheet%202023-24.pdf#page=4"
        },
        {
          "@type": "CreativeWork",
          "name": "Official MoSPI copyright policy",
          "url": "https://www.mospi.gov.in/CopyrightPolicy"
        },
        {
          "@type": "CreativeWork",
          "name": "GSDD 2026, Category A: A.3.1 and 5.7.1",
          "url": "https://www.mospi.gov.in/uploads/acts_and_policies/acts_and_policies1778231030122_a1a3ee77-e36d-4895-8da5-b294751cbb1a_272304_(1).pdf#page=13"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Where ₹100 goes in rural and urban India",
          "url": "https://meplar.com/insights/india-household-spending/"
        },
        {
          "@type": "CreativeWork",
          "name": "Methods and source terms",
          "url": "https://meplar.com/downloads/india-household-spending/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "variableMeasured": [
        "sector",
        "category",
        "share_pct",
        "rupees_per_100_average_mpce",
        "category_mpce_rs",
        "total_mpce_rs",
        "source_row",
        "item_group",
        "category_kind",
        "broad_category",
        "rural_mpce_rs",
        "urban_mpce_rs",
        "rural_share_pct",
        "urban_share_pct",
        "footnote_marker"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "chart_data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/india-household-spending/v1/chart_data.csv",
          "contentSize": "225 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "statement4.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/india-household-spending/v1/statement4.csv",
          "contentSize": "1403 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "reproduction.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/india-household-spending/v1/reproduction.zip",
          "contentSize": "1892316 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/us-food-prices/#dataset",
      "name": "U.S. food prices · monthly CPI-U",
      "description": "Monthly BLS CPI-U food-at-home and food-away-from-home series for the U.S. city average, September 2019–September 2026; original and rebased levels, missing-value flags and cumulative period calculations.",
      "url": "https://meplar.com/datasets/us-food-prices/",
      "keywords": [
        "United States",
        "Food prices",
        "CPI-U",
        "Food at home",
        "Food away from home"
      ],
      "isAccessibleForFree": true,
      "temporalCoverage": "2019-09/2026-09",
      "spatialCoverage": "United States (U.S. city average)",
      "license": "https://www.bls.gov/opub/copyright-information.htm",
      "creator": {
        "@type": "Organization",
        "name": "U.S. Bureau of Labor Statistics",
        "url": "https://www.bls.gov/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "isPartOf": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "includedInDataCatalog": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "U.S. Bureau of Labor Statistics, CPI-U food series",
          "url": "https://download.bls.gov/pub/time.series/cu/cu.data.11.USFoodBeverage"
        },
        {
          "@type": "CreativeWork",
          "name": "BLS series definitions",
          "url": "https://download.bls.gov/pub/time.series/cu/cu.series"
        },
        {
          "@type": "CreativeWork",
          "name": "BLS missing-value footnote codes",
          "url": "https://download.bls.gov/pub/time.series/cu/cu.footnote"
        },
        {
          "@type": "CreativeWork",
          "name": "Archived September 2026 CPI release (14 October 2026)",
          "url": "https://www.bls.gov/news.release/archives/cpi_10142026.htm"
        },
        {
          "@type": "CreativeWork",
          "name": "BLS CPI concepts",
          "url": "https://www.bls.gov/opub/hom/cpi/concepts.htm"
        },
        {
          "@type": "CreativeWork",
          "name": "BLS reuse policy",
          "url": "https://www.bls.gov/opub/copyright-information.htm"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "After 2022, prices rose faster away from home.",
          "url": "https://meplar.com/insights/us-food-prices/"
        },
        {
          "@type": "CreativeWork",
          "name": "Methods and source terms",
          "url": "https://meplar.com/downloads/us-food-prices/v1/README.md",
          "encodingFormat": "text/markdown"
        }
      ],
      "variableMeasured": [
        "month",
        "food_at_home_cpi_1982_84_100",
        "food_away_cpi_1982_84_100",
        "food_at_home_sept_2019_100",
        "food_away_sept_2019_100",
        "footnote_code"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "SOURCE_PROVENANCE.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/us-food-prices/v1/SOURCE_PROVENANCE.json",
          "contentSize": "2257 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "metadata.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/us-food-prices/v1/metadata.json",
          "contentSize": "6221 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "monthly.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-food-prices/v1/monthly.csv",
          "contentSize": "4592 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "period-changes.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-food-prices/v1/period-changes.csv",
          "contentSize": "150 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source-and-data.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/us-food-prices/v1/source-and-data.zip",
          "contentSize": "1390014 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source-extract.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/us-food-prices/v1/source-extract.csv",
          "contentSize": "5388 bytes"
        }
      ],
      "measurementTechnique": "Monthly BLS CPI-U, not seasonally adjusted; separate September 2019 rebasing; missing October 2025 values retained."
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/australia-owner-occupier-loans/#dataset",
      "name": "Australian state owner-occupier loan sizes · quarterly averages",
      "description": "Published original average new owner-occupier dwelling loan commitments, June quarter 2016–June quarter 2026, in nominal A$ thousands. Includes all nine source geographies, a six-state chart extract and explicit six-state rankings.",
      "url": "https://meplar.com/datasets/australia-owner-occupier-loans/",
      "keywords": [
        "Australia",
        "Owner-occupier",
        "Dwelling loans",
        "New loan commitments",
        "ABS",
        "State averages"
      ],
      "isAccessibleForFree": true,
      "temporalCoverage": "2016-06/2026-06",
      "spatialCoverage": "Australia; chart covers NSW, Victoria, Queensland, South Australia, Western Australia and Tasmania",
      "license": "https://creativecommons.org/licenses/by/4.0/",
      "creator": {
        "@type": "Organization",
        "name": "Australian Bureau of Statistics",
        "url": "https://www.abs.gov.au/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "ABS Lending indicators, June Quarter 2026",
          "url": "https://www.abs.gov.au/statistics/economy/finance/lending-indicators/jun-quarter-2026"
        },
        {
          "@type": "CreativeWork",
          "name": "ABS methodology, June Quarter 2026",
          "url": "https://www.abs.gov.au/methodologies/lending-indicators-methodology/jun-quarter-2026"
        }
      ],
      "subjectOf": {
        "@type": "CreativeWork",
        "name": "Victoria’s average loan grew. Its state rank fell.",
        "url": "https://meplar.com/insights/australia-owner-occupier-loans/"
      },
      "variableMeasured": [
        "quarter",
        "geography",
        "average_loan_aud_thousands",
        "rank_among_six_states"
      ],
      "measurementTechnique": "Direct extraction of published original quarterly averages; six-state competition ranks computed separately; table cross-checked against embedded chart JSON. Historical data before July 2019, backcast analytical history retained from the same current ABS release.",
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "SOURCE_PROVENANCE.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/australia-owner-occupier-loans/v1/SOURCE_PROVENANCE.json",
          "contentSize": "11772 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "chart-data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/australia-owner-occupier-loans/v1/chart-data.csv",
          "contentSize": "1918 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "endpoints.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/australia-owner-occupier-loans/v1/endpoints.csv",
          "contentSize": "198 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "metadata.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/australia-owner-occupier-loans/v1/metadata.json",
          "contentSize": "2446 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source-and-data.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/australia-owner-occupier-loans/v1/source-and-data.zip",
          "contentSize": "725023 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source-extract.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/australia-owner-occupier-loans/v1/source-extract.csv",
          "contentSize": "6810 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "state-ranks.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/australia-owner-occupier-loans/v1/state-ranks.csv",
          "contentSize": "4901 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/bulgaria-food-price-levels-2025/#dataset",
      "name": "EU27 food price levels · provisional 2025",
      "description": "Eurostat price level indices for food and eight published food groups across 27 EU countries, with a separately labelled food-and-non-alcoholic-beverages field. Each category EU=100; provisional 2025, data 17 June 2026, COICOP 2018.",
      "url": "https://meplar.com/datasets/bulgaria-food-price-levels-2025/",
      "keywords": [
        "Food prices",
        "Bulgaria",
        "European Union",
        "Eurostat",
        "Price level index",
        "COICOP 2018"
      ],
      "temporalCoverage": "2025",
      "spatialCoverage": "27 European Union countries",
      "isAccessibleForFree": true,
      "license": "https://ec.europa.eu/eurostat/help/copyright-notice",
      "creator": {
        "@type": "Organization",
        "name": "Eurostat",
        "url": "https://ec.europa.eu/eurostat/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "isPartOf": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "includedInDataCatalog": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "measurementTechnique": "Eurostat-OECD PPP divided by annual average exchange rates; category EU average = 100",
      "variableMeasured": [
        "country",
        "year",
        "food",
        "bread_and_cereals",
        "meat",
        "fish",
        "milk_cheese_and_eggs",
        "oils_and_fats",
        "fruits_and_nuts",
        "vegetables",
        "other_food",
        "food_and_non_alcoholic_beverages"
      ],
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "Eurostat, Comparative price levels for food, beverages and tobacco — June 2026 workbook",
          "url": "https://ec.europa.eu/eurostat/statistics-explained/images/2/24/SE-Food_-_map_figure_tables-_June_2026.xlsx"
        },
        {
          "@type": "CreativeWork",
          "name": "Eurostat, comparative food price levels and methods (data 17 June 2026)",
          "url": "https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Comparative_price_levels_for_food%2C_beverages_and_tobacco"
        },
        {
          "@type": "CreativeWork",
          "name": "Eurostat, purchasing power parity dataset prc_ppp_ind_1",
          "url": "https://ec.europa.eu/eurostat/databrowser/view/prc_ppp_ind_1/default/table?lang=en"
        },
        {
          "@type": "CreativeWork",
          "name": "Eurostat copyright and free reuse policy",
          "url": "https://ec.europa.eu/eurostat/help/copyright-notice"
        }
      ],
      "subjectOf": [
        {
          "@type": "CreativeWork",
          "name": "Bulgaria’s food prices split.",
          "url": "https://meplar.com/insights/bulgaria-food-price-levels-2025/"
        }
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "SOURCE_PROVENANCE.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/bulgaria-food-price-levels-2025/v1/SOURCE_PROVENANCE.json",
          "contentSize": "2914 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "bulgaria-chart-data.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/bulgaria-food-price-levels-2025/v1/bulgaria-chart-data.csv",
          "contentSize": "297 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "eu27-food-price-levels.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/bulgaria-food-price-levels-2025/v1/eu27-food-price-levels.csv",
          "contentSize": "2021 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "metadata.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/bulgaria-food-price-levels-2025/v1/metadata.json",
          "contentSize": "3871 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source-and-data.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/bulgaria-food-price-levels-2025/v1/source-and-data.zip",
          "contentSize": "510409 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source-extract.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/bulgaria-food-price-levels-2025/v1/source-extract.csv",
          "contentSize": "15471 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/eu-home-leaving-gap/#dataset",
      "url": "https://meplar.com/datasets/eu-home-leaving-gap/",
      "name": "EU home-leaving threshold by sex · 2025",
      "description": "Estimated age at which half of each sex no longer live with parents, 2025;27 EU countries plus the official EU aggregate, men-minus-women gaps and a full source extract. Cross-sectional EU-LFS indicator, not recorded move-out dates.",
      "isAccessibleForFree": true,
      "temporalCoverage": "2025",
      "spatialCoverage": "European Union; 27 member states and official aggregate",
      "creator": {
        "@type": "Organization",
        "name": "Eurostat",
        "url": "https://ec.europa.eu/eurostat/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "keywords": [
        "Population",
        "EU-LFS",
        "Leaving home",
        "Gender gap"
      ],
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "Eurostat",
          "url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/yth_demo_030?lang=en&time=2025"
        },
        {
          "@type": "CreativeWork",
          "name": "Eurostat",
          "url": "https://ec.europa.eu/eurostat/databrowser/view/yth_demo_030/default/table?lang=en"
        },
        {
          "@type": "CreativeWork",
          "name": "Eurostat",
          "url": "https://ec.europa.eu/eurostat/web/products-eurostat-news/w/ddn-20260915-1"
        }
      ],
      "subjectOf": {
        "@type": "CreativeWork",
        "name": "Malta is the exception: the EU home-leaving gender gap in 2025",
        "url": "https://meplar.com/insights/eu-home-leaving-gap/"
      },
      "measurementTechnique": "The Eurostat indicator estimates the age at which 50% of each sex no longer live with parents, from cross-sectional EU-LFS co-residence status (ages 15–34). It is not an arithmetic mean of observed moving-out dates. Decode JSON-stat by explicit category indices; select 27 EU members and the official EU 27_2020 aggregate; gap=men−women, using Decimal. All 56 selectedF/M observations are present and unflagged. Order countries by descending gap, EU aggregate separately; do not average country estimates. Women earlier 26/27; Malta women 27.8, men 27.3; Romania women 25.3, men 29.4, gap 4.1. No causal/significance claim.",
      "variableMeasured": [
        "women_age_years",
        "men_age_years",
        "men_minus_women_years"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "SOURCE_PROVENANCE.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/eu-home-leaving-gap/v1/SOURCE_PROVENANCE.json",
          "contentSize": "1406 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "eu27-sex-gap-2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/eu-home-leaving-gap/v1/eu27-sex-gap-2025.csv",
          "contentSize": "1013 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "metadata.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/eu-home-leaving-gap/v1/metadata.json",
          "contentSize": "4095 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source-all-geographies-2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/eu-home-leaving-gap/v1/source-all-geographies-2025.csv",
          "contentSize": "3583 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source-and-data.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/eu-home-leaving-gap/v1/source-and-data.zip",
          "contentSize": "1157174 bytes"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "Dataset",
      "@id": "https://meplar.com/datasets/australia-debit-card-takeover/#dataset",
      "url": "https://meplar.com/datasets/australia-debit-card-takeover/",
      "name": "Australian consumer payment methods · 2007–2025",
      "description": "Rounded RBA consumer-payment shares by number for seven surveys from 2007 to 2025. Cash, debit and credit/charge chart extract plus full Table 1; exclusions, hierarchy and structured-source capture limitation retained.",
      "isAccessibleForFree": true,
      "temporalCoverage": "2007/2025",
      "spatialCoverage": "Australia",
      "creator": {
        "@type": "Organization",
        "name": "Reserve Bank of Australia",
        "url": "https://www.rba.gov.au/"
      },
      "publisher": {
        "@id": "https://meplar.com/#organization"
      },
      "includedInDataCatalog": {
        "@id": "https://meplar.com/datasets/#catalog"
      },
      "keywords": [
        "Australia",
        "Payments",
        "Debit cards",
        "Cash",
        "Consumer Payments Survey"
      ],
      "isBasedOn": [
        {
          "@type": "CreativeWork",
          "name": "RBA",
          "url": "https://www.rba.gov.au/publications/bulletin/2026/may/consumer-payment-behaviour-in-australia.html"
        }
      ],
      "subjectOf": {
        "@type": "CreativeWork",
        "name": "Debit cards took the lead: Australia, 2007–2025",
        "url": "https://meplar.com/insights/australia-debit-card-takeover/"
      },
      "measurementTechnique": "Shares by NUMBER of consumer payments in seven survey years:2007,2010,2013,2016,2019,2022,2025. Three selected methods are cash, debit cards, credit/charge cards; other methods omitted. Excludes payments aboveA$9,999, family/friend transfers, transport cards and automatic payments. Keep rounded source values, do not interpolate annual observations or renormalise. Card aggregate can differ from rounded debit+credit; do not add aggregate and components. Cash latest 13%→15%, RBA describes use as stable; no continuous decline/comeback/significance or causation claim.",
      "variableMeasured": [
        "survey_year",
        "cash_share_of_number_pct",
        "debit_share_of_number_pct",
        "credit_charge_share_of_number_pct"
      ],
      "distribution": [
        {
          "@type": "DataDownload",
          "name": "SOURCE_PROVENANCE.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/australia-debit-card-takeover/v1/SOURCE_PROVENANCE.json",
          "contentSize": "1517 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "metadata.json",
          "encodingFormat": "application/json",
          "contentUrl": "https://meplar.com/downloads/australia-debit-card-takeover/v1/metadata.json",
          "contentSize": "2970 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "payment-shares-2007-2025.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/australia-debit-card-takeover/v1/payment-shares-2007-2025.csv",
          "contentSize": "194 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "source-and-data.zip",
          "encodingFormat": "application/zip",
          "contentUrl": "https://meplar.com/downloads/australia-debit-card-takeover/v1/source-and-data.zip",
          "contentSize": "727402 bytes"
        },
        {
          "@type": "DataDownload",
          "name": "table1-all-methods.csv",
          "encodingFormat": "text/csv",
          "contentUrl": "https://meplar.com/downloads/australia-debit-card-takeover/v1/table1-all-methods.csv",
          "contentSize": "2409 bytes"
        }
      ]
    }
  ]
}
