cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d6sq6v
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera uncia (Schreber, 1775)"
 ]
}

 The dataset includes 366 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058415-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tee50
title: Occurrence Download

description: A dataset containing 62421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium angustifolium Lam.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62421 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001006-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-14496
title: The progressives and the police, 1973

description: Joseph Gerald Woods. The progressives and the police: urban reformers and the professionalization of the Los Angeles police. University of California, Los Angeles (Ph.D., history), 1973. Published by University Microfilms International (Ann Arbor, Michigan, USA), 1982. PART OF A SERIES: A critical component of the Commission's investigation centered on the idea that governance of the LAPD was shared between the Office of the Chief of Police, an administrative body, and the Board of Police Commissioners, a citizen body. To better understand the dynamic between these two entities, the staff of Heller, Ehrman, White, & McAuliffe researched the history of the Los Angeles City Charter, focusing primarily on its provisions regarding the distribution of power and the structure and organization of the LAPD. Included in the series are reproductions of reports, dissertations, article clippings, excerpts from city documents, and charter amendments related to the charter's conception and development over time. The series also includes several summaries of expert witness interviews regarding the effectiveness of this structure.
DOI: 10.15468/dl.parvjc
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ditaxis rosularis Pax & K.Hoffm."
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182100-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjjdc2
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalus basiliscus (Cope, 1864)",
 "Country is Mexico"
 ]
}

 The dataset includes 552 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001006-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-20502
title: Witness file - Maher, Patrick, 1984 Sept. 7 - 1991 June 3

description: Witness file - Maher, Patrick, 1984 September 7 - 1991 June 3. PART OF A SERIES: The circumstances surrounding the beating of Rodney King led many to believe that the incident was racially motivated and reflected a spirit of bias and discrimination within the LAPD. Irell & Manella analyzed in depth the LAPD's recruitment, hiring, training, and promotion practices to determine if bias and intolerance were in fact pervasive issues within the Department. The series includes materials related to Irell and Manella's work product, including the firm’s correspondence; summaries of personnel files for potential recruits; records of the Leon Panduro case, in which a citizen was shot by a probationary officer; minutes from the LAPD Professional Advisory Committee maintained between 1983 and 1991; witness files, which consist of written testimony and supplemental materials; and notes, outlines, and drafts maintained over the course of Irell and Manella’s investigation.
DOI: 10.15468/dl.ctr34d
title: Occurrence Download

description: A dataset containing 506331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus idaeus L."
 ]
}

 The dataset includes 506331 records from 1177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006814-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57761/0g3q-e237
title: L2 Voter and Demographic Dataset

description: If you have questions or concerns, please contact Ron Nakao at ronbo@stanford.edu.


description: The L2 Voter and Demographic data is current as of July 21 2022. The data includes demographic and voter history tables for all 50 states and the District of Columbia. The dataset is built from publicly available government records about voter registration and election participation. These records indicate whether a person voted in an election or not, but they do not record whom that person voted for. Voter registration and election participation data are augmented by demographic information from outside data sources.
description: To create this file, L2 processes registered voter data on an ongoing basis for all 50 states and the District of Columbia, with refreshes of the underlying state voter data typically at least every six months and refreshes of telephone numbers and National Change of Address processing approximately every 30 to 60 days. These data are standardized and enhanced with propriety commercial data and modeling codes and consist of approximately 185,000,000 records nationwide.


description: For each state, there are two available tables: demographic and voter history. The demographic and voter tables can be joined on the 'LALVOTERID' variable. One can also use the 'LALVOTERID' variable to link the L2 Voter and Demographic data with the L2 Commercial data.



The 'LALVOTERID' variable can also be used to validate the state. For example, let's look at the 'LALVOTERID' *LALCA123456789*. The characters in the fourth and fifth positions of this identifier are 'CA' (California). The second way to validate the state is by using the RESIDENCE\_ADDRESSES\_STATE, which should have a value of 'CA' (California).



The date appended to each table name represents when the data was last updated. These dates will differ state by state because states update their voter files at different cadences.



The demographic files use 691 consistent variables. For more information about these variables, see ***2021-11-03-L2-Voter-Demographic-File-Layout.xlsx***.



The voter history files have different variables depending on the state. The ***2022-07-21-L2-Voter-Data-Dictionaries.tar.gz ***file expands into a folder with .csv data dictionaries for each state's demographic and voter files. While the demographic file data dictionaries should complement the 2021-11-03-L2-Voter-Demographic-File-Layout.xlsx file, the voter file data dictionaries will be unique to each state.



***Experian\_Mosaic\_Guide.pdf *** is a codebook for two variables which appear in the demographic tables: 'CommercialData\_MosaicZ4' and 'CommercialData\_MosaicZ4Global.'



***L2\_Data\_Dictionary.pdf ***has information about where variables were sourced from.



***2021-11-03\_National\_File\_Notes.pdf ***contains L2 Voter and Demographic Dataset ("National File") release notes from between 2019 and 2021.



***2022-06-03\_Nationwide\_Congressional\_District\_Redistricting\_Analysis.xlsx ***summarizes the redistricting that has occurred following the 2020 census.
DOI: 10.57761/745x-nx36
title: L2 Voter and Demographic Dataset

description: If you have questions or concerns, please contact Ron Nakao at ronbo@stanford.edu.


description: The L2 Voter and Demographic data is current as of May 31 2022. The data includes demographic and voter history tables for all 50 states and the District of Columbia. The dataset is built from publicly available government records about voter registration and election participation. These records indicate whether a person voted in an election or not, but they do not record whom that person voted for. Voter registration and election participation data are augmented by demographic information from outside data sources.
description: To create this file, L2 processes registered voter data on an ongoing basis for all 50 states and the District of Columbia, with refreshes of the underlying state voter data typically at least every six months and refreshes of telephone numbers and National Change of Address processing approximately every 30 to 60 days. These data are standardized and enhanced with propriety commercial data and modeling codes and consist of approximately 185,000,000 records nationwide.


description: For each state, there are two available tables: demographic and voter history. The demographic and voter tables can be joined on the 'LALVOTERID' variable. One can also use the 'LALVOTERID' variable to link the L2 Voter and Demographic data with the L2 Commercial data.



The 'LALVOTERID' variable can also be used to validate the state. For example, let's look at the 'LALVOTERID' *LALCA123456789*. The characters in the fourth and fifth positions of this identifier are 'CA' (California). The second way to validate the state is by using the RESIDENCE\_ADDRESSES\_STATE, which should have a value of 'CA' (California).



The date appended to each table name represents when the data was last updated.



The demographic files use 691 consistent variables. For more information about these variables, see ***2021-11-03-L2-Voter-Demographic-File-Layout.xlsx***.



The voter history files have different variables depending on the state. The ***2022-05-31-L2-Voter-Data-Dictionaries.tar.gz ***file expands into a folder with .csv data dictionaries for each state's demographic and voter files. While the demographic file data dictionaries should complement the 2021-11-03-L2-Voter-Demographic-File-Layout.xlsx file, the voter file data dictionaries will be unique to each state.



***Experian\_Mosaic\_Guide.pdf *** is a codebook for two variables which appear in the demographic tables: 'CommercialData\_MosaicZ4' and 'CommercialData\_MosaicZ4Global.'



***L2\_Data\_Dictionary.pdf ***has information about where variables were sourced from.
DOI: 10.57761/8g1d-g732
title: L2 Voter and Demographic Dataset

description: If you have questions or concerns, please contact Ron Nakao at ronbo@stanford.edu.


description: The L2 Voter and Demographic Dataset includes demographic and voter history tables for all 50 states and the District of Columbia. The dataset is built from publicly available government records about voter registration and election participation. These records indicate whether a person voted in an election or not, but they do not record whom that person voted for. Voter registration and election participation data are augmented by demographic information from outside data sources.

The L2 Voter and Demographic Dataset is current as of November 06 2024.
description: To create this file, L2 processes registered voter data on an ongoing basis for all 50 states and the District of Columbia, with refreshes of the underlying state voter data typically at least every six months and refreshes of telephone numbers and National Change of Address processing approximately every 30 to 60 days. These data are standardized and enhanced with propriety commercial data and modeling codes and consist of approximately 185,000,000 records nationwide.


description: For each state, there are two available tables: demographic and voter history. The demographic and voter tables can be joined on the `LALVOTERID `variable. One can also use the `LALVOTERID `variable to link the L2 Voter and Demographic Dataset with the L2 Consumer Dataset.



In addition, the `LALVOTERID `variable can be used to validate the state. For example, let's look at the `LALVOTERID = LALCA3169443`. The characters in the fourth and fifth positions of this identifier are 'CA' (California). The second way to validate the state is by using the `RESIDENCE_ADDRESSES_STATE `variable, which should have a value of 'CA' (California).



The date appended to each table name represents when the data was last updated. These dates will differ state by state because states update their voter files at different cadences.



The demographic files use 698 consistent variables. For more information about these variables, see ***2024-07-05-L2-Voter-Demographic-File-Layout.xlsx***.



The voter history files have different variables depending on the state. The ***2024-11-06-L2-Voter-Dictionaries.tar.gz ***file contains .csv data dictionaries for each state's demographic and voter files. While the demographic file data dictionaries should mirror the*** 2024-07-05-L2-Voter-Demographic-File-Layout.xls***x file, the voter file data dictionaries will be unique to each state.



***L2\_Data\_Dictionary.pdf ***has information about where variables were sourced from.



***2024-07-10-National-File-Notes.pdf ***contains L2 Voter and Demographic Dataset ("National File") release notes from 2018 to 2024.

As of July 2024, all files were updated to a new file layout. For a summary of the layout changes, see ***2024-08-14-L2-Voter-Demographic-File-Layout-Updates.xlsx***.

For information about how consumer information has been incorporated into the new file layout, see ***2024-07-31-L2-Voter-Demographic-Added-Consumer-Information.xlsx***.
DOI: 10.57761/8ms2-ka25
title: L2 Voter and Demographic Dataset

description: If you have questions or concerns, please contact Vijoy Abraham at vijoy@stanford.edu.


description: The L2 Voter and Demographic data is current as of April 22 2022. The data includes demographic and voter history tables for all 50 states and the District of Columbia. The dataset is built from publicly available government records about voter registration and election participation. These records indicate whether a person voted in an election or not, but they do not record whom that person voted for. Voter registration and election participation data are augmented by demographic information from outside data sources.
description: To create this file, L2 processes registered voter data on an ongoing basis for all 50 states and the District of Columbia, with refreshes of the underlying state voter data typically at least every six months and refreshes of telephone numbers and National Change of Address processing approximately every 30 to 60 days. These data are standardized and enhanced with propriety commercial data and modeling codes and consist of approximately 185,000,000 records nationwide.


description: For each state, there are two available tables: demographic and voter history. The demographic and voter tables can be joined on the 'LALVOTERID' variable. One can also use the 'LALVOTERID' variable to link the L2 Voter and Demographic data with the L2 Commercial data.



The 'LALVOTERID' variable can also be used to validate the state. For example, let's look at the 'LALVOTERID' *LALCA123456789*. The characters in the fourth and fifth positions of this identifier are 'CA' (California). The second way to validate the state is by using the RESIDENCE\_ADDRESSES\_STATE, which should have a value of 'CA' (California).



The date appended to each table name represents when the data was last updated.



The demographic files use 691 consistent variables. For more information about these variables, see ***2021-11-03-L2-Voter-Demographic-File-Layout.xlsx***.



The voter history files have different variables depending on the state. The ***2022-04-22-L2-Voter-Data-Dictionaries.tar.gz ***file expands into a folder with .csv data dictionaries for each state's demographic and voter files. While the demographic file data dictionaries should complement the 2021-11-03-L2-Voter-Demographic-File-Layout.xlsx file, the voter file data dictionaries will be unique to each state.



***Experian\_Mosaic\_Guide.pdf *** is a codebook for two variables which appear in the demographic tables: 'CommercialData\_MosaicZ4' and 'CommercialData\_MosaicZ4Global.'



***L2\_Data\_Dictionary.pdf ***has information about where variables were sourced from.
DOI: 10.15468/dl.qjhr8y
title: Occurrence Download

description: A dataset containing 53268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lacerta agilis Linnaeus, 1758",
 "Year 2000-2020"
 ]
}

 The dataset includes 53268 records from 276 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137144-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4d4xm
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gagea sarmentosa K.Koch"
 ]
}

 The dataset includes 14 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005120-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3vgzk
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lessingianthus ibitipocensis Borges & Dematt.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032283-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5egfel
title: Occurrence Download

description: A dataset containing 654223 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Benin"
 ]
}

 The dataset includes 654223 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020635-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq2nj7
title: Occurrence Download

description: A dataset containing 14634 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentiana bavarica L."
 ]
}

 The dataset includes 14634 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005131-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgti70
title: Occurrence Download

description: A dataset containing 7838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bombus griseocollis (De Geer, 1773)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7838 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032284-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x4vef
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Budorcas taxicolor Hodgson, 1850"
 ]
}

 The dataset includes 97 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156892-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmvwpj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Flemingia tiliacea Niyomdham"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005126-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o7ctlw
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lessingianthus irwinii (Barroso) H.Rob.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032284-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqaa98
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Allium melananthum Coincy"
 ]
}

 The dataset includes 165 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172467-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmx7t2
title: Occurrence Download

description: A dataset containing 1865 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Columba unicincta Cassin, 1860"
 ]
}

 The dataset includes 1865 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005137-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rkrvu
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Winter Bird Census",
 "TaxonKey is Bubo bubo (Linnaeus, 1758)"
 ]
}

 The dataset includes 342 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032284-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95nbcp
title: Occurrence Download

description: A dataset containing 29472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "Geometry POLYGON((-65.02738 -14.64629,-65.03055 -15.19507,-64.59562 -15.70785,-64.00965 -16.01123,-63.56386 -16.07191,-63.36148 -15.91788,-63.36192 -15.73063,-63.40282 -15.46375,-63.68359 -14.98987,-65.02738 -14.64629))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 29472 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004442-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.20xvdr
title: Occurrence Download

description: A dataset containing 754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Lontra longicaudis (Olfers, 1818)"
 ]
}

 The dataset includes 754 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032284-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.