cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s7tbic
title: Occurrence Download

description: A dataset containing 276807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cactaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 276807 records from 601 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041161-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7xp4f
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Animal Sound Archive",
 "TaxonKey is Panthera leo (Linnaeus, 1758)"
 ]
}

 The dataset includes 224 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049663-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qafpbd
title: Occurrence Download

description: A dataset containing 2449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Geometry POLYGON ((-87.08305 5.50723, -87.09750 5.52334, -87.09333 5.53390, -87.06055 5.54668, -87.06722 5.55140, -87.05278 5.56056, -87.02945 5.53918, -87.04806 5.52029, -87.08305 5.50723))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 2449 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042091-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xprcq5
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Bombus macgregori LaBougle & Ayala, 1985",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 63 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042100-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6sraz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Geometry POLYGON ((-81.606974 3.978582, -81.610836 4.001755, -81.595388 3.995962, -81.605043 3.978582, -81.606974 3.978582))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042094-200221144449610/datasets/export for details.
DOI: 10.15468/dl.wwnobb
title: Occurrence Download

description: A dataset containing 2696 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Fossil"
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico"
 ]
 },
 "Geometry POLYGON((-118.2311 23.8308,-93.4594 23.8308,-93.4594 39.4657,-118.2311 39.4657,-118.2311 23.8308))",
 {
 "or" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is Biodiversity Research and Teaching Collections - TCWC Vertebrates",
 "DatasetKey is KUBI Herpetology Collection",
 "DatasetKey is Reptile Specimens",
 "DatasetKey is UTEP Herpetology (Arctos)",
 "DatasetKey is Tissues Specimens",
 "DatasetKey is FHSM Herps Collection",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is MVZ Herp Collection (Arctos)",
 "DatasetKey is CAS Herpetology (HERP)"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Agkistrodon contortrix (Linnaeus, 1766)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2696 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012309-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykfkyy
title: Occurrence Download

description: A dataset containing 2506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alyxia buxifolia R.Br.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2506 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041145-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjqhfz
title: Occurrence Download

description: A dataset containing 49846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The echinoderm collection (IE) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 49846 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049665-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tysd7j
title: Occurrence Download

description: A dataset containing 9440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudonigrita arnaudi (Bonaparte, 1850))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9440 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059574-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pk9jzx
title: Occurrence Download

description: A dataset containing 28322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is DMNS Marine Invertebrate Collection (Arctos)"
 ]
}

 The dataset includes 28322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049664-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iwvjg5
title: Occurrence Download

description: A dataset containing 18122 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Aves",
 "TaxonKey is Insecta",
 "TaxonKey is Reptilia",
 "TaxonKey is Mammalia",
 "TaxonKey is Chilopoda",
 "TaxonKey is Diplopoda",
 "TaxonKey is Arachnida"
 ]
 },
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "DecimalLongitude is greater than or equal to 10.000000",
 "DecimalLongitude is less than 15.000000",
 "DecimalLatitude is greater than or equal to -30.000000",
 "DecimalLatitude is less than -25.000000",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 18122 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001265-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffqssm
title: Occurrence Download

description: A dataset containing 7919 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethopyga siparaja (Raffles, 1822)"
 ]
}

 The dataset includes 7919 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001265-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.obj7lh
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus clusiifolia (Miq.) Schott"
 ]
}

 The dataset includes 391 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019173-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afk0ku
title: Occurrence Download

description: A dataset containing 6220 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guarea guidonia (L.) Sleumer"
 ]
}

 The dataset includes 6220 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019186-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9a7run
title: Occurrence Download

description: A dataset containing 14042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-13399.0",
 "TaxonKey is Triadica sebifera (L.) Small"
 ]
}

 The dataset includes 14042 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003816-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/syn61987835
title: Mal-ID
DOI: 10.15468/dl.7vyyju
title: Occurrence Download

description: A dataset containing 7993 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bradybaena similaris (A.Férussac, 1822)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 7993 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003817-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4y2vy
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pleurothallis inflata Rolfe"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003818-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eztsqy
title: Occurrence Download

description: A dataset containing 8167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-126.85118 8.11723,-59.29932 8.11723,-59.29932 51.30748,-126.85118 51.30748,-126.85118 8.11723))",
 "TaxonKey is Sorghum halepense (L.) Pers."
 ]
}

 The dataset includes 8167 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003819-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngn6rk
title: Occurrence Download

description: A dataset containing 27820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-156.09289 9.09547,-51.72472 9.09547,-51.72472 69.36441,-156.09289 69.36441,-156.09289 9.09547))",
 "TaxonKey is Ailanthus altissima (Mill.) Swingle"
 ]
}

 The dataset includes 27820 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003821-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ckwmf
title: Occurrence Download

description: A dataset containing 4183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-129.04905 24.97738,-66.51071 24.97738,-66.51071 49.36248,-129.04905 49.36248,-129.04905 24.97738))",
 "TaxonKey is Elaeagnus angustifolia L."
 ]
}

 The dataset includes 4183 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003822-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2px2pb
title: Occurrence Download

description: A dataset containing 2880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 {
 "or" : [
 "Geometry POLYGON((-164.94745 23.34375,-117.77943 23.34375,-60.99342 23.34375,-60.99342 70.49702,-164.94745 70.49702,-164.94745 23.34375))",
 "Geometry POLYGON((-55.82039 15.95996,-52.31287 15.95996,-52.31287 17.26736,-55.82039 17.26736,-55.82039 15.95996))"
 ]
 },
 "TaxonKey is Pueraria montana (Lour.) Merr."
 ]
}

 The dataset includes 2880 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003824-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/terra-aqua-noaa20/ceres/ebaf-toa_l3b004.2.1
title: CERES Energy Balanced and Filled (EBAF) TOA Monthly means data in netCDF Edition4.2.1
DOI: 10.15468/dl.xy4989
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Boswellia papyrifera (Delile) Hochst."
 ]
}

 The dataset includes 90 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003825-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkxmpc
title: Occurrence Download

description: A dataset containing 9004 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus monophylla Torr. & Frém."
 ]
}

 The dataset includes 9004 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003828-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msbee5
title: Occurrence Download

description: A dataset containing 46229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus americanus Pallas, 1780"
 ]
}

 The dataset includes 46229 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003827-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c3jw2m
title: Naos Water Quality Monitoring

description: Water quality measurements, including pH, salinity, and temperatureCollected at three Panama locations: the Smithsonian Tropical Research Institute (STRI) Naos dock, STRI Naos water tanks, and the Panama Canal Authority's Naos dock.Measurements taken 3-5 times per week.All measurements are retrieved using a YSI Professional Plus multi-parameter sensor.
DOI: 10.15468/dl.tfxuhq
title: Occurrence Download

description: A dataset containing 197975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Hypericum perforatum L."
 ]
}

 The dataset includes 197975 records from 488 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/syn63689257
title: P2ILF_challenge_dataset
DOI: 10.15468/dl.36pbkw
title: Occurrence Download

description: A dataset containing 708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-168.02079 12.54764,-51.69365 12.54764,-51.69365 72.93318,-168.02079 72.93318,-168.02079 12.54764))",
 "TaxonKey is Vitex rotundifolia L.f."
 ]
}

 The dataset includes 708 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003829-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zjnf2
title: Occurrence Download

description: A dataset containing 12903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-157.32553 25.22361,-49.72591 22.48803,-51.77759 74.46412,-166.67211 74.92005,-157.32553 25.22361))",
 "TaxonKey is Ligustrum sinense Lour."
 ]
}

 The dataset includes 12903 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003830-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vqewh
title: Occurrence Download

description: A dataset containing 21110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-164.26258 12.73551,-55.22272 12.73551,-55.22272 70.66294,-164.26258 70.66294,-164.26258 12.73551))",
 "OccurrenceStatus is Present",
 "TaxonKey is Elaeagnus umbellata Thunb."
 ]
}

 The dataset includes 21110 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003831-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpp24c
title: Occurrence Download

description: A dataset listing the 23 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castor canadensis Kuhl, 1820"
 ]
}

 The dataset's 23 records were derived from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003826-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqxc5b
title: Occurrence Download

description: A dataset containing 84519 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castor canadensis Kuhl, 1820"
 ]
}

 The dataset includes 84519 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003832-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ya63uc
title: Occurrence Download

description: A dataset containing 20401489 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Southern African Bird Atlas Project 2"
 ]
}

 The dataset includes 20401489 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003823-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c3f601
title: Bay of Panama Water Quality Monitoring Project - 7 sites

description: Bay of Panama water quality monitoring program. The Bay of Panama is located south of Panama City. The monitoring consists of 7 sites located between 12 and 70km from Southeast of Panama City.
 Weekly depth profiles are collected at approximately 5-meter intervals using YSI EXO 2 & EXO 3 sondes.
 Measured parameters include temperature, salinity, conductivity, pH, turbidity, chlorophyll, and dissolved oxygen.
 Sampling Sites
 1 8° 38.743'N 79° 2.887'W
 2 8° 42.498'N 78° 57.855'W
 3 8° 41.894'N 79° 9.648'W
 4 8° 44.138'N 79° 15.955'W
 5 8° 45.670'N 79° 21.906'W
 6 8° 47.078'N 79° 27.968'W
 7 8° 51.308'N 79° 28.162'W
 Historical data can be located here: 
 1:https://smithsonian.figshare.com/articles/dataset/Bay_of_Panama_Water_Quality_Monitoring_Project_Site_1_of_7/10042703
 2:https://smithsonian.figshare.com/articles/dataset/Bay_of_Panama_Water_Quality_Monitoring_Project_Site_2_of_7/10042721
 3:https://smithsonian.figshare.com/articles/dataset/Bay_of_Panama_Water_Quality_Monitoring_Project_Site_3_of_7/10042706
 4:https://smithsonian.figshare.com/articles/dataset/Bay_of_Panama_Water_Quality_Monitoring_Project_Site_4_of_7/10042724
 5:https://smithsonian.figshare.com/articles/dataset/Bay_of_Panama_Water_Quality_Monitoring_Project_Site_5_of_7/10042715
 6:https://smithsonian.figshare.com/articles/dataset/Bay_of_Panama_Water_Quality_Monitoring_Project_Site_6_of_7/10046099
 7:https://smithsonian.figshare.com/articles/dataset/Bay_of_Panama_Water_Quality_Monitoring_Project_Site_7_of_7/10042385
DOI: 10.3886/e120088v1
title: National Neighborhood Data Archive: Code for merging ZIP code level datasets with the UDS Mapper ZIP code to ZCTA crosswalk

description: NaNDA contains some datasets that measure neighborhood context at the ZIP Code Tabulation Area (ZCTA) level. They are intended for use with survey or other individual-level data containing ZIP codes. Because ZIP codes do not exactly match ZIP code tabulation areas, a crosswalk is required to use ZIP-code-level geocoded datasets with ZCTA-level datasets from NaNDA. A ZIP-code-to-ZCTA crosswalk is available on the UDS Mapper website at https://www.udsmapper.org/zcta-crosswalk.cfm.<br><br>The sample SAS and Stata code provided here merges the UDS Mapper crosswalk with NaNDA datasets. <br>
description: Code was written and tested with SAS v9 and Stata v16.2.
description: SAS and Stata code.
DOI: 10.3886/e120088v2-157295
title: National Neighborhood Data Archive (NaNDA): Code for merging ZCTA level datasets with the UDS Mapper ZIP code to ZCTA crosswalk

description: NaNDA contains some datasets that measure neighborhood context at the ZIP Code Tabulation Area (ZCTA) level. They are intended for use with survey or other individual-level data containing ZIP codes. Because ZIP codes do not exactly match ZIP code tabulation areas, a crosswalk is required to use ZIP-code-level geocoded datasets with ZCTA-level datasets from NaNDA. A ZIP-code-to-ZCTA crosswalk is available on the UDS Mapper website at https://udsmapper.org/zip-code-to-zcta-crosswalk/.<br><br>The sample SAS and Stata code provided here merges the UDS Mapper crosswalk with NaNDA datasets. <br>
description: SAS and Stata code.
description: Code was written and tested with SAS v9 and Stata v16.2.