cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-37259
title: Summary of The progressives and the police, 1991-06-17

description: Memo - re: dissertation summary, "The progressives and the police: urban reform and the professionalization of the Los Angeles police" by Joseph G Woods - from: Diana M Torres; to: Thomas Hungar, 1991 June 17. PART OF A SERIES: O'Melveny & Myers, the firm for which Commission Chairman Warren Christopher worked, conducted research pertaining to the structure and organization of the LAPD. Included in the series are materials related to the firm's research and work product, including excerpts from city charter revisions, summaries of dissertations and books about organizational control of the police, memoranda on various structural issues facing both the LAPD and the Commission's investigation, an excerpt from the Manual of the Los Angeles Police Department, and a transcript of court proceedings in Collins v. City of Los Angeles, a civil case in which a female African-American police recruit filed a lawsuit against the city on the grounds of racial and gender discrimination.
DOI: 10.15468/dl.29w2y7
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alpinia novae-pommeraniae K.Schum."
 ]
}

 The dataset includes 90 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000369-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35622
title: Claims (GX 17640 - GX 17991), 1985

description: Collection of claims filed against the Los Angeles Police Department with regards ranging from wrongful death to violation of civil rights, etc., 1985. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.fgy8ks
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichotrigona Camargo & Moure, 1983",
 "Country is Brazil"
 ]
}

 The dataset includes 219 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002583-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks3bg3
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allophylus brachystachys Radlk."
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000376-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.now9ax
title: Occurrence Download

description: A dataset containing 163983 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Mongolia"
 ]
}

 The dataset includes 163983 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002583-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvylyw
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dypsis paludosa J.Dransf.",
 "Country is Madagascar"
 ]
}

 The dataset includes 58 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002583-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35378
title: Claims (GX 17640 - GX 17991), 1985

description: Collection of claims filed against the Los Angeles Police Department with regards ranging from wrongful death to violation of civil rights, etc., 1985. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.zw4ayu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Microzooplankton abundance and biomass at station TT050_15-3"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002583-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xox09n
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Damaliscus pygargus (Pallas, 1767)",
 "Geometry POLYGON((12.04 -37.66,12.04 -30.41,25.82 -30.41,25.82 -37.66,12.04 -37.66))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002583-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35377
title: Claims (GX 17640 - GX 17991), 1985

description: Collection of claims filed against the Los Angeles Police Department with regards ranging from wrongful death to violation of civil rights, etc., 1985. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.iykc57
title: Occurrence Download

description: A dataset containing 17787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Falco amurensis Radde, 1863",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17787 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002583-171020152545675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35394
title: Claims (GX 17640 - GX 17991), 1985

description: Collection of claims filed against the Los Angeles Police Department with regards ranging from wrongful death to violation of civil rights, etc., 1985. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-35385
title: Claims (GX 17640 - GX 17991), 1985

description: Collection of claims filed against the Los Angeles Police Department with regards ranging from wrongful death to violation of civil rights, etc., 1985. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-42840
title: Claims (GX 10850 - GX 11351), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-42858
title: Claims (GX 10850 - GX 11351), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-42849
title: Claims (GX 10850 - GX 11351), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-42817
title: Claims (GX 10850 - GX 11351), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-42836
title: Claims (GX 10850 - GX 11351), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.xhheq8
title: Occurrence Download

description: A dataset containing 2096243530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 2096243530 records from 41519 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056530-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yp4uw
title: Occurrence Download

description: A dataset containing 1070 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Rhaebo haematiticus (Cope, 1862))"
 ]
}

 The dataset includes 1070 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076742-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jguj6h
title: Occurrence Download

description: A dataset containing 7243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((44.23632 6.81635,156.73632 6.81635,156.73632 51.81635,44.23632 51.81635,44.23632 6.81635))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ocypodidae"
 ]
}

 The dataset includes 7243 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076745-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13352434
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.5281/zenodo.13352435
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.15468/dl.sx4g4s
title: Occurrence Download

description: A dataset containing 19155 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "GadmGid is one of (COL.31.27_2)"
 ]
}

 The dataset includes 19155 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076746-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kg9hzm
title: Occurrence Download

description: A dataset listing the 214 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Year is 2023",
 "GadmGid is one of (COL.15.36_2)"
 ]
 }
 ]
}

 The dataset's 214 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076743-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6n8kp4
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Rhaebo haematiticus (Cope, 1862))"
 ]
}

 The dataset's 2 records were derived from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076744-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsjakn
title: Occurrence Download

description: A dataset containing 287396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-07-26",
 "EventDate is less than or equal to 2024-08-25",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 287396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076736-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5rx93r3m
title: MassIVE MSV000095667 - Fatty acid and carotenoid profiles of macromycete fungi from the Colombian Amazon region - IonTrap (-)
title: This dataset contains raw data from LC-MS analysis of various macromycete extracts. The chromatographic separation was conducted at 30C using a Zorbax SB-C18 column (4.6 x 150 mm, 3.5 um). The elution gradient ranged from 5% to 100% acetonitrile over 65 minutes, with a flow rate of 0.5 mL/min and an injection volume of 10 uL. All extracts were dissolved in a chloroform-methanol mixture (2:1). The analysis was performed using a Thermo Scientific Dionex Ultimate 3000 Series HPLC system coupled to an LCQ Fleet mass spectrometer.
DOI: 10.25439/rmt.26789413
title: Mapping cross-national conceptions of essential energy to advance housing energy justice - READ ME

description: The project entailed qualitative research from focus groups and urban tours. The study leveraged the cross-national collaboration of the WELLBASED project. WELLBASED was a European Union Horizon 2020 project that was trialling energy poverty interventions between 2021 and 2025 across six cities: Leeds (UK), Valencia (Spain), Heerlen (Netherlands), Edirne (Turkey), Obuda (Hungary) and Jelgava (Latvia). The study captured and compared the WELLBASED professionals’ perceptions of essential energy.This dataset contains transcripts of focus groups, photos of urban tours in five of the six cities, and varied versions of a Comic that was produced as part of this project.
DOI: 10.25439/rmt.26789413.v1
title: Mapping cross-national conceptions of essential energy to advance housing energy justice - READ ME

description: The project entailed qualitative research from focus groups and urban tours. The study leveraged the cross-national collaboration of the WELLBASED project. WELLBASED was a European Union Horizon 2020 project that was trialling energy poverty interventions between 2021 and 2025 across six cities: Leeds (UK), Valencia (Spain), Heerlen (Netherlands), Edirne (Turkey), Obuda (Hungary) and Jelgava (Latvia). The study captured and compared the WELLBASED professionals’ perceptions of essential energy.This dataset contains transcripts of focus groups, photos of urban tours in five of the six cities, and varied versions of a Comic that was produced as part of this project.
DOI: 10.25439/rmt.26789374.v1
title: Mapping cross-national conceptions of essential energy to advance housing energy justice - Urban tour photos Jelgava

description: The project entailed qualitative research from focus groups and urban tours. The study leveraged the cross-national collaboration of the WELLBASED project. WELLBASED was a European Union Horizon 2020 project that was trialling energy poverty interventions between 2021 and 2025 across six cities: Leeds (UK), Valencia (Spain), Heerlen (Netherlands), Edirne (Turkey), Obuda (Hungary) and Jelgava (Latvia). The study captured and compared the WELLBASED professionals’ perceptions of essential energy.This dataset contains the photos of the urban tour in Jelgava, Latvia, in the summer of 2023.
DOI: 10.25439/rmt.26789374
title: Mapping cross-national conceptions of essential energy to advance housing energy justice - Urban tour photos Jelgava

description: The project entailed qualitative research from focus groups and urban tours. The study leveraged the cross-national collaboration of the WELLBASED project. WELLBASED was a European Union Horizon 2020 project that was trialling energy poverty interventions between 2021 and 2025 across six cities: Leeds (UK), Valencia (Spain), Heerlen (Netherlands), Edirne (Turkey), Obuda (Hungary) and Jelgava (Latvia). The study captured and compared the WELLBASED professionals’ perceptions of essential energy.This dataset contains the photos of the urban tour in Jelgava, Latvia, in the summer of 2023.
DOI: 10.25439/rmt.26789344
title: Mapping cross-national conceptions of essential energy to advance housing energy justice - Transcripts

description: The project entailed qualitative research from focus groups and urban tours. The study leveraged the cross-national collaboration of the WELLBASED project. WELLBASED was a European Union Horizon 2020 project that was trialling energy poverty interventions between 2021 and 2025 across six cities: Leeds (UK), Valencia (Spain), Heerlen (Netherlands), Edirne (Turkey), Obuda (Hungary) and Jelgava (Latvia). The study captured and compared the WELLBASED professionals’ perceptions of essential energy.