cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-17068
title: Correspondence: complaints against LAPD (1 of 2), [after 1989-09]

description: Operations Headquarters Bureau, Los Angeles Police Department (Stephen C. Coker and Marty Cotwright), memorandum, to Detective Services Group, Los Angeles Police Department (J. Bova), re I.A. no. 86-600: Department complaint alleging unbecoming conduct against Detective III Elmer Pellegrino (serial no. 12470), Detective III Wallace Montgomery (serial no. 16136), Detective III Carlos Ramirez (serial no. 13427), Lieutenant II Charles Massey (serial no. 11880), and an unknown officder, Robbery Homicide Division (RHD); Department complaint alleging unbecoming conduct and neglect of duty against Lieutenant II William Hall (serial no. 13726, RHD. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.d674nt
title: Occurrence Download

description: A dataset containing 70442 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 one of (Anthemis arvensis L.)"
 ]
}

 The dataset includes 70442 records from 876 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002997-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5442t
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus guyavifolia"
 ]
}

 The dataset includes 266 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004247-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5refhh
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lachesis acrochorda (Garcia, 1896)"
 ]
}

 The dataset includes 23 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181383-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgbrre
title: Occurrence Download

description: A dataset containing 5 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 Leptotyphlops mbanjensis Broadley & Wallach, 2007"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011087-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8tjnr
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plumbago caerulea Kunth"
 ]
}

 The dataset includes 49 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032085-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhssdf
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fuchsia arborescens Sims"
 ]
}

 The dataset includes 374 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185970-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4unt3s
title: Occurrence Download

description: A dataset containing 1108 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 Hypsipetes everetti (Tweeddale, 1877)"
 ]
}

 The dataset includes 1108 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011072-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqeh63
title: Occurrence Download

description: A dataset containing 1359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carollia perspicillata (Linnaeus, 1758)"
 ]
}

 The dataset includes 1359 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208590-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmyw2x
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus attilae Kit Tan, B.Mathew & A.Baytop"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011101-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v33cfy
title: Occurrence Download

description: A dataset containing 102081 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is India Biodiversity Portal publication grade dataset"
 ]
}

 The dataset includes 102081 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046081-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv8w2m
title: Occurrence Download

description: A dataset containing 751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crabbea acaulis N.E.Br., Crabbea cirsioides (Nees) Nees, Crabbea nana (Nees) Nees, Crabbea velutina S.Moore)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 751 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006317-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu47hx
title: Occurrence Download

description: A dataset containing 11259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bidens L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 11259 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159167-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74e8jw
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tilia mongolica Maxim.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 417 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046114-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97sphn
title: Occurrence Download

description: A dataset containing 1300 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 Poecilotriccus luluae N.K.Johnson & R.E.Jones, 2001"
 ]
}

 The dataset includes 1300 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006357-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6vfpf
title: Occurrence Download

description: A dataset containing 5633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maianthemum F.H.Wigg.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 5633 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159154-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oanopi
title: Occurrence Download

description: A dataset containing 1003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de Solanales del Museo Botánico CORD - IMBIV",
 "TaxonKey is Cestrum L."
 ]
}

 The dataset includes 1003 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032087-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55naeq
title: Occurrence Download

description: A dataset containing 1622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocotyle L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 1622 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159149-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtmch3
title: Occurrence Download

description: A dataset containing 325 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 Grallaria dignissima P.L.Sclater & Salvin, 1880"
 ]
}

 The dataset includes 325 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006416-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tznuo
title: Occurrence Download

description: A dataset containing 61479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.85355 21.5655,-87.96616 21.61913,-88.07602 21.61913,-88.14743 21.62679,-88.24081 21.55273,-88.08426 21.52718,-87.90024 21.49396,-87.79037 21.49396,-87.82333 21.54251,-87.85355 21.5655))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 61479 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032088-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f94nf9
title: Occurrence Download

description: A dataset containing 148 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 Cistothorus meridae Hellmayr, 1907"
 ]
}

 The dataset includes 148 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006429-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skc92d
title: Occurrence Download

description: A dataset containing 711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spirodela Schleid.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 711 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159143-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjfvc4
title: Occurrence Download

description: A dataset containing 88267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cervus elaphus Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 88267 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032100-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15242528
title: Time series flood mapping using the Copernicus dataset in Google Earth Engine of Mountainous Region

description: Flood is a major challenge in a mountainous country like Nepal due to complex topography, high snowmelt, and unpredictable monsoon rainfall. This requires an urgent need to develop high-resolution flooded and non-flooded datasets. In this study high-resolution Copernicus optical imageries from 2019 to 2023. The dataset was created using spectral curve normalized difference vegetation index and applying varying threshold values to develop the flooded and non-flooded regions in different topographical regions.

The data was processed using Google Earth Engine in the monsoon composite by cloud masking, and filling was performed. The different thresholds help to delaminate the flooded and non-flooded region better.  This dataset will be applicable in different assessments such as the application of machine learning for early warning for mountainous regions. Identifying the flooded and non-flooded regions will helps in developing risk-sensitive land use planning and developing managed settlement plans. The natural based mitigation strategies can be developed in frequently flooded regions.
DOI: 10.57761/m3ew-rj40
title: Medicare 20% Part C [2018-2019]

description: Medicare Advantage (Part C) data (MBSF base/Inpatient/Outpatient/Carrier)


description: #Documentation  
**Inpatient Encounter (data documentation and codebook)**

[https://resdac.org/cms-data/files/ip-encounter/data-documentation](<https://resdac.org/cms-data/files/ip-encounter/data-documentation>)



**Outpatient Encounter **(data documentation and codebook)

[https://resdac.org/cms-data/files/op-encounter](<https://resdac.org/cms-data/files/op-encounter>)



**Carrier Encounter **(data documentation and codebook)

[https://resdac.org/cms-data/files/carrier-encounter](<https://resdac.org/cms-data/files/carrier-encounter>)
DOI: 10.57783/fkvx-qz28
title: Lexis-Nexis_Results_Test
DOI: 10.57761/m2v6-c098
title: Health Center Service Delivery and Look–Alike Sites

description: This dataset provides a list of federally-funded health centers that provide health services. For more than 40 years, Health Resources and Services Administration (HRSA)-supported health centers have provided comprehensive, culturally competent, quality primary health care services to medically underserved communities and vulnerable populations. Health centers are community-based and consumer-run organizations that serve populations with limited access to health care. These include low-income populations, the uninsured, those with limited English proficiency, migratory and seasonal agricultural workers, individuals and families experiencing homelessness, and those living in public housing.

(From the Health Resources & Services Administration)
DOI: 10.57761/rhq0-p036
title: Medicare [2006-2013] Part D Prescriber ID Bridge File

description: For the years 2006–2013, PRSCRBR\_ID (Prescriber Identifier) is missing in the Part D Event Files. During these years, CCW\_PRSCRBR\_ID (CCW Prescriber Identifier) is available instead. This identifier is not an NPI but a CCW-assigned number used to uniquely identify prescribers.



This crosswalk file can be used to link CCW\_PRSCRBR\_ID to NPI. It contains four variables:



<!-- -->

<!-- -->

<!-- -->

<!-- -->





For further details, refer to the [ResDAC page.](<https://resdac.org/cms-data/variables/ccw-prescriber-identifier>)
DOI: 10.57783/rxb3-hz43
title: Lexis-Nexis_Results_Test_Full
DOI: 10.60603/d32015
title: UCLA Library Center for Oral History Research
DOI: 10.60603/d39g62
title: UCLA Library Center for Oral History Research
DOI: 10.60603/d3f59b
title: UCLA Library Center for Oral History Research
DOI: 10.60603/d35p44
title: UCLA Library Center for Oral History Research
DOI: 10.57783/7rg5-5z62
title: Nielsen Retail Scanner

description: For any questions, please contact:

Eric Vlach, Associate Director of Cloud & Systems Engineering, Arts & Sciences IT, at ev2322@columbia.edu
description: The Retail Scanner Data (also referred to as RMS data) consists of weekly pricing, volume, and store merchandising conditions generated by participating retail store point-of-sale systems in all US markets. Depending on the year, data are included from approximately 30,000-50,000 participating grocery, drug, mass merchandiser, and other stores. Products from all NielsenIQ-tracked categories are included in the data, such as food, non-food grocery items, health and beauty aids, and select general merchandise. Currently, the years 2006-2021 are included. We expect to update the data on an annual basis. Updates are expected to be available in the first quarter of each calendar year, and will always lag by 2 years (e.g. 2022 Retail Scanner data is expected to be released in Q1 of 2024).



There are three major types of files associated with the Retail Scanner Data: Stores, Product Description, and Movement (i.e., weekly sales and pricing). The Stores file contains information about each individual store location. The Product Description file contains information about each UPC. The Movement files contain the price and quantity of goods sold at specific stores on a specific week.
DOI: 10.57783/1mbq-wx45
title: Nielsen Retail Scanner

description: For any questions, please contact:

Eric Vlach, Associate Director of Cloud & Systems Engineering, Arts & Sciences IT, at ev2322@columbia.edu
description: NielsenIQ Retail Scanner Data
description: Through a relationship with NielsenIQ, the Kilts Center at the University of Chicago Booth School of Business provides multiple consumer datasets to academic researchers around the world.

Columbia has an agreement with the Kilts Center. Authorized faculty, graduate students, and research staff can apply to access this dataset.



Annual funding of the dataset is shared between the Program for Economic Research and the Libraries.



Funding for data analysis using the Columbia Data Platform is provided by the Program for Economic Research.


description: The Retail Scanner Data (also referred to as RMS data) consists of weekly pricing, volume, and store merchandising conditions generated by participating retail store point-of-sale systems in all US markets. Depending on the year, data are included from approximately 30,000-50,000 participating grocery, drug, mass merchandiser, and other stores. Products from all NielsenIQ-tracked categories are included in the data, such as food, non-food grocery items, health and beauty aids, and select general merchandise. Currently, the years 2006-2021 are included. We expect to update the data on an annual basis. Updates are expected to be available in the first quarter of each calendar year, and will always lag by 2 years (e.g. 2022 Retail Scanner data is expected to be released in Q1 of 2024).



There are three major types of files associated with the Retail Scanner Data: Stores, Product Description, and Movement (i.e., weekly sales and pricing). The Stores file contains information about each individual store location. The Product Description file contains information about each UPC. The Movement files contain the price and quantity of goods sold at specific stores on a specific week.
DOI: 10.57761/ase3-z494
title: Taking the Pulse of the Planet Workshop

description: This is an example dataset for the Pulse Workshop on April 9th, 2025. It is derived from a previous datasets used for Geophysics 115 - Taking The Pulse of the Planet
description: <pre>These datasets are used for the GP 115 course: Taking the Pulse of the Planet. This purpose of these datasets is to give students exposure to working with satellite data and coding. 

One note: in the class if you update the version of the data it will update how you call it so make sure you change it in your code to the latest version if you want it to reflect that.</pre>
DOI: 10.15468/dl.n4qx3c
title: Occurrence Download

description: A dataset containing 2377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viola selkirkii Pursh ex Goldie",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2377 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005972-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive101025.20230509.8.1
title: Clavibacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.