cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.u5tm9j
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombyx mori Linnaeus, 1758",
 "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 228 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000697-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8syzx
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrangea asterolasia Diels"
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000699-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amr93q
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-80.20746 25.4741,-80.70298 25.08808,-82.25814 24.70084,-82.26576 24.40962,-81.73213 24.38184,-80.62675 24.70084,-80.2532 25.1364,-80.20746 25.4741))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solenastrea bournoni Milne Edwards & Haime, 1849"
 ]
}

 The dataset includes 368 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000700-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.432db3
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is RIO GRaNdE dO SUL",
 "TaxonKey is Pipile Bonaparte, 1856"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000701-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv8qzk
title: Occurrence Download

description: A dataset containing 3743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus microscaphus (Cope, 1867))"
 ]
}

 The dataset includes 3743 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000703-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cv6hu
title: Occurrence Download

description: A dataset containing 2947378 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Corylus avellana L., Taxus baccata L., Quercus robur L., Quercus petraea (Matt.) Liebl.)"
 ]
}

 The dataset includes 2947378 records from 4702 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000687-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfdw6q
title: Occurrence Download

description: A dataset containing 255788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus suber L."
 ]
}

 The dataset includes 255788 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025714-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv3qcd
title: Occurrence Download

description: A dataset containing 28162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium latifolium L."
 ]
}

 The dataset includes 28162 records from 618 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025728-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhn44s
title: Occurrence Download

description: A dataset listing the 1372 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "GadmGid is ITA.14.1.6_1",
 "GbifRegion is Europe and Central Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1372 records were derived from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025700-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4tvfv
title: Occurrence Download

description: A dataset listing the 1606 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "GadmGid is ITA.20.2.59_1",
 "GbifRegion is Europe and Central Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1606 records were derived from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025703-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm23aq
title: Occurrence Download

description: A dataset listing the 52735 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Geometry POLYGON((-10.79932 49.99062,1.98454 49.99062,1.98454 58.61615,-10.79932 58.61615,-10.79932 49.99062))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1000-1981"
 ]
}

 The dataset's 52735 records were derived from 985 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025701-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ej6nk9
title: Occurrence Download

description: A dataset containing 3821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corynocarpus laevigatus J.R.Forst. & G.Forst.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 3821 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009365-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15171249
title: Group Health Dataset (Sleep and Screen Time)

description: Group Health (Sleep and Screen Time) Dataset

Title: Group Health (Sleep and Screen Time) Dataset

Description: This dataset includes biometric and self-reported sleep-related information from users wearing health monitoring devices. It tracks heart rate data, screen time, and sleep quality ratings, intended for health analytics, sleep research, or machine learning applications.  

Creator: Eindhoven University of Technology

Version: 1.0  

License: CC-BY 4.0  

Keywords: sleep health, wearable data, heart rate, screen time, sleep rating, health analytics  

Format: CSV (.csv)  

Size: 301,556 records

PID: 10.5281/zenodo.15171250 

 

Column Descriptions

 

- Uid (int64): Unique identifier for the user. Example: `2`

- Sid (object): Session ID representing device/session (e.g., wearable device). Example: `huami.32093/11110030`

- Key (object): The type of health metric (e.g., 'heart_rate'). Example: `heart_rate`

- Time (int64): Unix timestamp of when the measurement was taken. Example: `1743911820`

- Value (object): JSON object containing measurement details (e.g., heart rate BPM). Example: `{"time":1743911820,"bpm":64}`

- UpdateTime (float64): Timestamp when the record was last updated. Example: `1743911982.0`

- screentime (object): Reported or detected screen time during sleep period. Example: `0 days 08:25:00`

- expected_sleep (object): Expected sleep time duration (possibly self-reported or algorithmic). Example: `0 days 07:45:00`

- sleep_rating (float64): Numerical rating of sleep quality. Example: `0.65`

 

Notes

- The `Value` field stores JSON-like strings which should be parsed for specific values such as heart rate (`bpm`).

- Missing data in `screentime`, `expected_sleep`, and `sleep_rating` should be handled carefully during analysis.

- Timestamps are in Unix format and may need conversion to readable datetime.

 

 

Provenance

 

The Group Health (Sleep and Screen Time) Dataset was collected by the students at the Eindhoven University of Technology as part of a health monitoring study. Participants wore wearable health devices (Mi Band Smartwatches) that tracked biometric data, including heart rate, screen time, and self-reported sleep information. The dataset was compiled from multiple sessions of device usage over time the course of two weeks, with the data anonymized for privacy and research purposes. The original data was already in a standardized csv format and was altered for preprocessing purposes and analysis. This dataset is openly shared under a CC-BY 4.0 license, enabling users to reuse and modify the data while properly attributing the original creators
DOI: 10.6084/m9.figshare.28746656
title: raw-data.xlsx

description: The raw data of this manuscript "<i>Impact of online negative and positive reviews on App Innovation"</i>
DOI: 10.15468/dl.y5uq5b
title: Occurrence Download

description: A dataset containing 950 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mesophylla macconnelli Thomas, 1901"
 ]
}

 The dataset includes 950 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009368-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rqqxq
title: Occurrence Download

description: A dataset containing 29609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lotus tenuis Waldst. & Kit. ex Willd.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 29609 records from 757 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009369-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr24582.v1
title: ABC News/Washington Post Bush Iraq Speech Poll, January 2007
title: Version 1

description: This special topic poll, fielded January 10, 2007, is part of a continuing series of monthly polls that
solicit public opinion on various political and social issues.
The focus of this poll was the Iraq war and whether respondents watched President Bush's speech on Iraq on the night of January 10, 2007.
Respondents were asked whether they approved of the way President Bush was handling the situation in Iraq,
whether the war with Iraq was worth fighting, and whether President Bush or Congress would do a
better job handling the situation in Iraq.
Opinions were solicited on Bush's proposal to send additional military forces to Iraq, whether increasing the number of military
forces would make a difference in the length of the war, the ability of the Iraqi government to meet its'
political and economic commitments, whether the United States is winning the war in Iraq, and whether the United
States' involvement in Iraq is similar to the Vietnam war.
Demographic information includes sex, age, type of residential area (e.g., urban or rural), and political party affiliation.
description: The data contain a weight variable (WEIGHT) that should be used in analyzing the data. The data were weighted using demographic information from the Census to adjust for sampling and nonsampling deviations from population values. Respondents customarily were classified into one of 48 cells based on age, race, sex, and education. Weights were assigned so the proportion in each of these 48 cells matched the actual population proportion according to the Census Bureau's most recent Current Population Survey.
description: Households were selected by random-digit dialing. Within households, the respondent selected was the adult living in the household who last had a birthday and who was home at the time of the interview.
description: Datasets: 
DS1: ABC News/Washington Post Bush Iraq Speech Poll, January 2007
description: Persons aged 18 and over living in households with telephones in the contiguous 48 United States.
description: telephone interviewThe data available for download are not weighted. Users will need to weight the data prior to analysis.The CASEID variable was reformatted in order to make it a unique identifier.Original reports using these data may be found via the ABC
News Polling Unit Web site and via the

Washington Post Opinion Surveys and Polls Web site.System missing values were recoded to -1.FIPS and ZIP variables were recoded for confidentiality.The variables PCTBLACK, PCTASIAN, PCTHISP, BLOCKCNT, MSAFLAG, CSA, CBSA, METRODIV, ZIP, and NIELSMKT were converted from character to numeric.Value labels for unknown codes were added in the CSA, METRODIV, and MSA variables.The data collection was produced by Taylor Nelson Sofres of Horsham, PA.
DOI: 10.3886/icpsr24582
title: ABC News/Washington Post Bush Iraq Speech Poll, January 2007
title: Archival Version

description: This special topic poll, fielded January 10, 2007, is part of a continuing series of monthly polls that
solicit public opinion on various political and social issues.
The focus of this poll was the Iraq war and whether respondents watched President Bush's speech on Iraq on the night of January 10, 2007.
Respondents were asked whether they approved of the way President Bush was handling the situation in Iraq,
whether the war with Iraq was worth fighting, and whether President Bush or Congress would do a
better job handling the situation in Iraq.
Opinions were solicited on Bush's proposal to send additional military forces to Iraq, whether increasing the number of military
forces would make a difference in the length of the war, the ability of the Iraqi government to meet its'
political and economic commitments, whether the United States is winning the war in Iraq, and whether the United
States' involvement in Iraq is similar to the Vietnam war.
Demographic information includes sex, age, type of residential area (e.g., urban or rural), and political party affiliation.
description: The data contain a weight variable (WEIGHT) that should be used in analyzing the data. The data were weighted using demographic information from the Census to adjust for sampling and nonsampling deviations from population values. Respondents customarily were classified into one of 48 cells based on age, race, sex, and education. Weights were assigned so the proportion in each of these 48 cells matched the actual population proportion according to the Census Bureau's most recent Current Population Survey.
description: Households were selected by random-digit dialing. Within households, the respondent selected was the adult living in the household who last had a birthday and who was home at the time of the interview.
description: Datasets: 
DS1: ABC News/Washington Post Bush Iraq Speech Poll, January 2007
description: Persons aged 18 and over living in households with telephones in the contiguous 48 United States.
description: telephone interviewThe data available for download are not weighted. Users will need to weight the data prior to analysis.The CASEID variable was reformatted in order to make it a unique identifier.Original reports using these data may be found via the ABC
News Polling Unit Web site and via the

Washington Post Opinion Surveys and Polls Web site.System missing values were recoded to -1.FIPS and ZIP variables were recoded for confidentiality.The variables PCTBLACK, PCTASIAN, PCTHISP, BLOCKCNT, MSAFLAG, CSA, CBSA, METRODIV, ZIP, and NIELSMKT were converted from character to numeric.Value labels for unknown codes were added in the CSA, METRODIV, and MSA variables.The data collection was produced by Taylor Nelson Sofres of Horsham, PA.
DOI: 10.15468/dl.cnbjdx
title: Occurrence Download

description: A dataset containing 43925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cosmos bipinnatus Cav.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 43925 records from 346 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009370-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1285/i30350107n3p1
title: Indice
DOI: 10.15468/dl.8k4ap7
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Corambe obscura (A.E.Verrill, 1870)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 182 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016886-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1285/i30350107n3p5
title: Introduzione
DOI: 10.5285/31b8167c-4d8d-07f0-e063-7086abc03df1
title: High-resolution bathymetry, seafloor texture maps, and colour corrected images from the Greater Haig Fras Marine Protected Area (MPA) and the South West Deeps (East) MPA collected during RRS Discovery cruise DY152 with BioCam

description: The dataset contains BioCam visual seafloor mapping device data collected between 12th to 21st July 2022 in the Greater Haig Fras Marine Protected Area (MPA) and the South West Deeps (East) MPA collected by the University of Southampton and the National Oceanography Centre (NOC) on RRS Discovery cruise DY152, as part of the NERC Oceanids Marine Sensor Capital program (grant reference NE/P020887/1, BioCam - Mapping of Benthic Biology, Geology and Ecology with Essential Ocean Variables). These data were collected using the BioCam seafloor mapping device mounted to the 6000 m rated Autosub Long Range (ALR) Autonomous Underwater Vehicle (AUV). This includes colour corrected strobed images, cm-resolution bathymetry maps and texture maps. To collect colour imagery, a strobe was mounted at the front and another one at the back of the Autonomous Underwater Vehicle (AUV) and were used to illuminate the seafloor when the colour camera of BioCam, mounted at the centre of the AUV, acquired those images once every 3s. The strobed colour images were stored in raw format along with their timestamps. A line laser mounted at the front and another one mounted at the back of the AUV projected lines onto the seafloor at the same time. The lasers were permanently on, except when the strobes were triggered, when they were briefly turned off to avoid projecting the laser lines onto the strobed colour photos. Images of the laser line projection were acquired at 10 Hz and saved along with their timestamps. Post mission, the strobed images were colour corrected with an algorithm implemented in oplab-pipeline in post processing. Bathymetric data were computed using the laser line images that were processed with a light-sectioning algorithm published by Bodenmann, Thornton and Ura (2016). Texture maps were generated by projecting the colour-corrected images onto the 3D reconstructed bathymetry as detailed by Bodenmann, Thornton and Ura (2016).
DOI: 10.15468/dl.psrrtb
title: Occurrence Download

description: A dataset containing 6867 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dermochelys coriacea (Vandelli, 1761)"
 ]
}

 The dataset includes 6867 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012754-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fmswl
title: Occurrence Download

description: A dataset containing 215195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is SysTax - Zoological Collections"
 ]
}

 The dataset includes 215195 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014565-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzrnqg
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melaleuca subfalcata Turcz.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046198-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esomvw
title: Occurrence Download

description: A dataset containing 2670 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bacillus subtilis (Ehrenberg, 1835) Cohn, 1872"
 ]
}

 The dataset includes 2670 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012754-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hup7v
title: Occurrence Download

description: A dataset containing 1030501 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dragonfly records from the British Dragonfly Society Recording Scheme"
 ]
}

 The dataset includes 1030501 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001858-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.