cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ryx5sr
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rossia pacifica S.S.Berry, 1911",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 88 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213684-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvkdhx
title: Occurrence Download

description: A dataset containing 403 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Espeletia lopezii Cuatrec."
 ]
}

 The dataset includes 403 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253519-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q26pkj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caloptilia kisoensis Kumata, 1982",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213674-220831081235567/datasets/export for details.
DOI: 10.15468/dl.2jfykh
title: Occurrence Download

description: A dataset containing 1039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heptapleurum ellipticum (Blume) Seem."
 ]
}

 The dataset includes 1039 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249775-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/fhtytl
title: (-)-alpha-Pinene 60/400/600/900 MHz in CDCl3 NMR data

description: NMR data for (-)-alpha-pinene contains: 1H NMR acquired at 60 MHz, as well as 1D: 1H,13C 2D: COSY, HSQC and HMBC acquired 400 MHz, as well as 1D: 1H,13C 2D: HSQC and HMBC acquired 600 MHz, as well as 1D: 1H 2D: COSY acquired 900 MHz in CDCl3
description: IMPs
DOI: 10.7910/dvn/fnmmox
title: Townsend Thai Project Household Annual Resurvey, 2001 [limited version]

description: (*NOTE: This is a limited version that includes only the four provinces: Chacheongsao, Buriram, Lopburi, and Srisakate. )
&lt;br/&gt; &lt;br/&gt; The project is carried out in Thailand under the direction of Khun Sombat Sakuntasathhien and dedicated staff. The project is administered in the United States at the National Opinion Research Center and the University of Chicago. Survey design and research collaborators include Anna Paulson of Northwestern University, Tae Joeng Lee of Yonse University, and Michael Binford of the University of Florida. Robert M. Townsend is overall project director and principal investigator. &lt;br
/&gt; &lt;br/&gt; The initial purpose of the NICHD-NSF funded project was to evaluate the role of informal institutions such as the family and local networks in helping to support the welfare and well-being of individuals in semi-urban and rural areas of Thailand. Risk, and the potentially adverse and direct consequences of household- and firm-specific shocks is a key part of project. The mediating role of the family and social and economic networks in the mobilization of savings and allocation of cred
it was also deemed essential. These networks are not viewed in isolation but rather are part of the larger village, regional, and national level financial system. Thus the project includes an evaluation of village-level financial institutions, such as Production Credit Groups and rice banks, and national-level financial institutions such as commercial banks and the government agricultural bank, the Bank for Agriculture and Agricultural Cooperatives (BAAC).
&lt;br/&gt; &lt;br/&gt; Indeed, the project has both micro and macro aspects. It seeks to evaluate informal and formal financial institutions and markets and to construct and evaluate macro models of growth, fluctuations, and crisis. The macro models are based on the measured micro- underpinnings. &lt;br/&gt; &lt;br/&gt; Household Resampling. Every effort is made to resurvey previously interviewed households. In l998 we successfully reinterviewed 95.32% of the l997 target, previously- surveyed population. In l999 w
e resurveyd 97% of the l997 target. Most of the attrition is to due to the household having moved out of the village, though a handful have refused to be interviewed, and a third cause is death of the head. If in any year we are short of the target 15 households per village, we include random replacements, for the purpose of constructing village average variables, for example.
&lt;br/&gt;
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.; Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/g2lx8l
title: Townsend Thai Project Institutional Annual Resurvey, 2007

description: The project is carried out in Thailand under the direction of Khun Sombat Sakuntasathhien and dedicated staff. The project is administered in the United States at the National Opinion Research Center and the University of Chicago. Survey design and research collaborators include Anna Paulson of Northwestern University, Tae Joeng Lee of Yonse University, and Michael Binford of the University of Florida. Robert M. Townsend is overall project director and principal investigator.
&lt;br /&gt;&lt;br /&gt; The initial purpose of the NICHD-NSF funded project was to evaluate the role of informal institutions such as the family and local networks in helping to support the welfare and well-being of individuals in semi-urban and rural areas of Thailand. Risk, and the potentially adverse and direct consequences of household- and firm-specific shocks is a key part of project. The mediating role of the family and social and economic networks in the mobilization of savings and allocation of c
redit was also deemed essential. These networks are not viewed in isolation but rather are part of the larger village, regional, and national level financial system. Thus the project includes an evaluation of village-level financial institutions, such as Production Credit Groups and rice banks, and national-level financial institutions such as commercial banks and the government agricultural bank, the Bank for Agriculture and Agricultural Cooperatives (BAAC).
&lt;br /&gt;&lt;br /&gt; Indeed, the project has both micro and macro aspects. It seeks to evaluate informal and formal financial institutions and markets and to construct and evaluate macro models of growth, fluctuations, and crisis. The macro models are based on the measured micro- underpinnings.&lt;br /&gt;&lt;br /&gt; 161 institutions were surveyed in the initial l997 cross-section survey. In the annual resurveys we checked to see if an institution was pre-existing, but new institutions were added as well. Some i
nstitutions had failed. For example in l998, 45 institutions were sampled in total.
DOI: 10.7910/dvn/g435ni
title: Townsend Thai Project Household Annual Resurvey, 2000 [limited version]

description: (*NOTE: This is a limited version that includes only the four provinces: Chacheongsao, Buriram, Lopburi, and Srisakate.)
&lt;br/&gt; &lt;br/&gt; The project is carried out in Thailand under the direction of Khun Sombat Sakuntasathhien and dedicated staff. The project is administered in the United States at the National Opinion Research Center and the University of Chicago. Survey design and research collaborators include Anna Paulson of Northwestern University, Tae Joeng Lee of Yonse University, and Michael Binford of the University of Florida. Robert M. Townsend is overall project director and principal investigator. &lt;br
/&gt; &lt;br/&gt; The initial purpose of the NICHD-NSF funded project was to evaluate the role of informal institutions such as the family and local networks in helping to support the welfare and well-being of individuals in semi-urban and rural areas of Thailand. Risk, and the potentially adverse and direct consequences of household- and firm-specific shocks is a key part of project. The mediating role of the family and social and economic networks in the mobilization of savings and allocation of cred
it was also deemed essential. These networks are not viewed in isolation but rather are part of the larger village, regional, and national level financial system. Thus the project includes an evaluation of village-level financial institutions, such as Production Credit Groups and rice banks, and national-level financial institutions such as commercial banks and the government agricultural bank, the Bank for Agriculture and Agricultural Cooperatives (BAAC).
&lt;br/&gt; &lt;br/&gt; Indeed, the project has both micro and macro aspects. It seeks to evaluate informal and formal financial institutions and markets and to construct and evaluate macro models of growth, fluctuations, and crisis. The macro models are based on the measured micro- underpinnings. &lt;br/&gt; &lt;br/&gt; Household Resampling. Every effort is made to resurvey previously interviewed households. In l998 we successfully reinterviewed 95.32% of the l997 target, previously- surveyed population. In l999 w
e resurveyd 97% of the l997 target. Most of the attrition is to due to the household having moved out of the village, though a handful have refused to be interviewed, and a third cause is death of the head. If in any year we are short of the target 15 households per village, we include random replacements, for the purpose of constructing village average variables, for example.
&lt;br/&gt;
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.; Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/gc4gel
title: Townsend Thai Project Key Informant Annual Resurvey, 2010 (Rural)

description: The project is carried out in Thailand under the direction of Khun Sombat Sakuntasathhien and dedicated staff. The project is administered in the United States at the National Opinion Research Center and the University of Chicago. Survey design and research collaborators include Anna Paulson of Northwestern University, Tae Joeng Lee of Yonse University, and Michael Binford of the University of Florida. Robert M. Townsend is overall project director and principal investigator.
&lt;br /&gt;&lt;br /&gt; The initial purpose of the NICHD-NSF funded project was to evaluate the role of informal institutions such as the family and local networks in helping to support the welfare and well-being of individuals in semi-urban and rural areas of Thailand. Risk, and the potentially adverse and direct consequences of household- and firm-specific shocks is a key part of project. The mediating role of the family and social and economic networks in the mobilization of savings and allocation of c
redit was also deemed essential. These networks are not viewed in isolation but rather are part of the larger village, regional, and national level financial system. Thus the project includes an evaluation of village-level financial institutions, such as Production Credit Groups and rice banks, and national-level financial institutions such as commercial banks and the government agricultural bank, the Bank for Agriculture and Agricultural Cooperatives (BAAC).
&lt;br /&gt;&lt;br /&gt; Indeed, the project has both micro and macro aspects. It seeks to evaluate informal and formal financial institutions and markets and to construct and evaluate macro models of growth, fluctuations, and crisis. The macro models are based on the measured micro- underpinnings.&lt;br /&gt;&lt;br /&gt; For this part of the study, the headman from each village was interviewed.
DOI: 10.7910/dvn/giepjm
title: Replication data for: An Exploratory Study of Primary Care Clinicians' Perspectives on 2021 New and Updated Cancer Screening Guidelines

description: This cross-sectional study involved administering a web-based survey in July and August of 2021 to primary care clinicians practicing in diverse ambulatory settings in the Pacific Northwest belonging to the same health system. The survey assessed clinician demographics, attitudes about the impact of cancer screening on mortality, and how clinicians stay up-to-date with guidelines. 
description: Clinical Perceptions of Cancer Screening Guidelines
description: IBM SPSS, 28
description: Qualtrics
description: Survey participants consent did not include data sharing. Data is not available and was destroyed three years after the completion of all study-related activities.
DOI: 10.7910/dvn/gprsxh
title: The LGBTQ+ Minority Stress on Social Media (MiSSoM) Dataset: A Labeled Dataset for Natural Language Processing and Machine Learning
title: LGBTQ+ MiSSoM

description: Minority stress is the leading theoretical construct for understanding LGBTQ+ health disparities. As such, there is an urgent need to develop innovative policies and technologies to reduce minority stress. To spur technological innovation, we created the largest labeled datasets on minority stress using natural language from subreddits related to sexual and gender minority people. A team of mental health clinicians, LGBTQ+ health experts, and computer scientists developed two datasets: (1) the publicly available LGBTQ+ Minority Stress on Social Media (MiSSoM) dataset and (2) the advanced request-only version of the dataset, LGBTQ+ MiSSoM+. Both datasets have seven labels related to minority stress, including an overall composite label and six sublabels. LGBTQ+ MiSSoM (N = 27,709) includes both human- and machine-annotated la-bels and comes preprocessed with features (e.g., topic models, psycholinguistic attributes, sentiment, clinical keywords, word embeddings, n-grams, lexicons). LGBTQ+ MiSSoM+ includes all the characteristics of the open-access dataset, but also includes the original Reddit text and sentence-level labeling for a subset of posts (N = 5,772). Benchmark supervised machine learning analyses revealed that features of the LGBTQ+ MiSSoM datasets can predict overall minority stress quite well (F1 = 0.869). Benchmark performance metrics yielded in the prediction of the other labels, namely prejudiced events (F1 = 0.942), expected rejection (F1 = 0.964), internalized stigma (F1 = 0.952), identity concealment (F1 = 0.971), gender dysphoria (F1 = 0.947), and minority coping (F1 = 0.917), were excellent.
description: PushShift
description: Python
description: R
description: Reddit posts and comments were downloaded using PushShift (Baumgartner et al. 2020).
DOI: 10.7910/dvn/gtm9im
title: predictiondata__2021-01-18.csv

description: A dataset of all 7 consensus probabilistic predictive densities for the first survey from Jan 6th to Jan 16th, 2021.

Distributions are discretized. 

Density values and approximate cumulative probabilities are included.
DOI: 10.7910/dvn/hdschj
title: 316_PineTriTetra
title: Tri- and Tetrameric Proanthocyanidins with Dentin Bioactivities 2 from Pinus massoniana

description: Raw NMR, ECD, and MS data
DOI: 10.15468/dl.u2dq3k
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litsea walkeri",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019385-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/heov91
title: 328_8PNglcA

description: This dataset contains the raw NMR data (1D 1H, 13C, 2D: COSY, HMBC, HSQC) of 8-prenylnaringenin and its glucuronides acquired at 900MHz in DMSO-d6, as well as the MS data used to prepare figure 2 of the corresponding research article
DOI: 10.7910/dvn/hfi7he
title: 345_AutohydrolysisRedClover
title: Auto-hydrolysis of red clover as “green” approach to (iso)flavonoid enriched products

description: 1H NMR data for the article "Auto-hydrolysis of red clover as “green” approach to (iso)flavonoid enriched products", published in FITOTERAPIA
DOI: 10.7910/dvn/hkmuun
title: Behavior frames and observer judgments from 24 rats (12 females) receiving Pavlovian fear discrimination

description: Twenty-four Long Evans rats (12 females) received multi-cue Pavlovian fear discrimination in standard Med Associates boxes. Discrimination took place over a baseline of reward seeking and consisted of 10-s auditory cues predicting unique foot shock probabilities: danger (p=1), uncertainty (p=0.25), and safety (p=0). TTL-triggered, GigE cameras were programmed to capture 25 behavior frames before and 50 frames during cue presentation. 86,400 frames (1,152 trials) were captured during early (session 2), middle (session 8), and late discrimination (session 16). 
This data set consists of 1,152 PowerPoint files and 1,152 excel files, corresponding to the 1,152 single trials. Each PowerPoint is a sequence of 75 jpegs captured before (1-25) and during (26-75) cue presentation for that trial. Every PowerPoint file has a corresponding Excel file. Both file types are named by subject_session_trial. 01_08_15 = rat #1, session #8, trial #15. Each Excel file is a string of 75 observations, corresponding exactly to the 75 PowerPoint frames. Additional files included in the MetaData section. ‘Subject information’ provides date of birth, sex, and body weight for each subject. ‘Trial identity’ provides trial type identity (danger, uncertainty, or safety) for each of the 16 trials in a session. Each session is a tab and the 16 rows in each tab correspond to the 16 trials in that session. ‘Behavior definitions’ defines each behavior quantified.
DOI: 10.7910/dvn/hm8doi
title: SAS Programs - Claims-Based Frailty Index

description: &lt;p&gt;This SAS program calculates CFI for each patient from analytic data files containing information on patient identifiers, ICD-9-CM diagnosis codes (version 32), ICD-10-CM Diagnosis Codes (version 2020), CPT codes, and HCPCS codes.&lt;/p&gt;

&lt;p&gt;&lt;b&gt;NOTE:&lt;/b&gt; When downloading, store &lt;i&gt;"CFI_ICD9CM_V32.tab"&lt;/i&gt;, &lt;i&gt;"CFI_ICD10CM_V2020.tab"&lt;/i&gt;, and &lt;i&gt;"PX_CODES.tab"&lt;/i&gt; as &lt;i&gt;csv&lt;/i&gt; files (these files are originally stored as &lt;i&gt;csv&lt;/i&gt; files, but Dataverse automatically converts them to &lt;i&gt;tab&lt;/i&gt; files). Please read &lt;i&gt;"Frailty-Index-SAS-code-Guide"&lt;/i&gt; before proceeding. Interpretation, validation data, and annotated references are provided in &lt;i&gt;"Research Background - Claims-Based Frailty Index"&lt;/i&gt;.&lt;/p&gt;
DOI: 10.7910/dvn/hmqkck
title: Mindboggle-101 manually labeled individual brains
title: Version 3

description: The Mindboggle-101 dataset is part of the Mindboggle project (&lt;a href="http://mindboggle.info" target="_blank"&gt;http://mindboggle.info&lt;/a&gt;) and includes anatomically labeled brain surfaces and volumes derived from magnetic resonance images of 101 healthy individuals. The manually edited cortical labels follow sulcus landmarks according to the Desikan-Killiany-Tourville (DKT) labeling protocol:
&lt;br&gt;&lt;br&gt;

"101 labeled brain images and a consistent human cortical labeling protocol"
&lt;br&gt;
Arno Klein, Jason Tourville. Frontiers in Brain Imaging Methods. 6:171. 
&lt;br&gt;
DOI: &lt;a href="http://dx.doi.org/10.3389/fnins.2012.00171" target="_blank"&gt;10.3389/fnins.2012.00171&lt;/a&gt; 
&lt;br&gt;&lt;br&gt;

&lt;b&gt;Data and License&lt;/b&gt;
&lt;br&gt;
All labeled data, including nifti volumes (nii), vtk surfaces (vtk), and FreeSurfer files (mgh, etc.) for each scanned "GROUP" (OASIS-TRT-20, NKI-TRT-20, NKI-RS-22, MMRR-21, HLN-12, etc.) are licensed under a &lt;a href="http://creativecommons.org/licenses/by/4.0" target="_blank"&gt;Creative Commons License&lt;/a&gt;. These brains are in their original space as well as affine-registered to "MNI152space":
&lt;ul&gt;
&lt;li&gt;[GROUP]_volumes.tar.gz&lt;/li&gt;
&lt;li&gt;SurfaceLabels_[GROUP].tar.gz&lt;/li&gt;
&lt;/ul&gt;

The manually labeled subcortical portions of the "WholeBrain" OASIS-TRT-20 labels are licensed under a &lt;a href="http://creativecommons.org/licenses/by-nc-nd/3.0" target="_blank"&gt;similar Creative Commons License&lt;/a&gt;:
&lt;ul&gt;
&lt;li&gt;WholeBrain_VolumeLabels_OASIS-TRT-20.tar.gz&lt;/li&gt;
&lt;li&gt;WholeBrain_VolumeLabels_OASIS-TRT-20_MNI152space.tar.gz&lt;/li&gt;
&lt;/ul&gt;

The following code and documentation files are also included:

&lt;ul&gt;
&lt;li&gt;CHANGELOG.txt: log of changes&lt;/li&gt;
&lt;li&gt;code_prep_WholeBrain_OASIS-TRT-20_labels.txt: preprocessing code for volumes*&lt;/li&gt;
&lt;li&gt;code_[re]postprocess_Mindboggle101_data.txt: postprocessing code&lt;/li&gt;
&lt;li&gt;code_resample2mm.txt: resampling code&lt;/li&gt;
&lt;li&gt;label_definitions.txt: labeling protocol (see above article)&lt;/li&gt;
&lt;li&gt;labels_on_fsaverage_surfaces.png: example labels&lt;/li&gt;
&lt;li&gt;subject_list_Mindboggle101.txt: list of subjects&lt;/li&gt;
&lt;li&gt;subject_scans_info_Mindboggle101.tar.gz: information about the scans&lt;/li&gt;
&lt;li&gt;subject_sources_Mindboggle101.txt: scan sources&lt;/li&gt;
&lt;li&gt;subject_table_Mindboggle101.pdf: table of subjects&lt;/li&gt;
&lt;li&gt;ShapeTables_mindboggle_20141017.tar.gz: features and shapes output by Mindboggle software&lt;/li&gt;
&lt;/ul&gt;
DOI: 10.7910/dvn/hnmye5
title: 291_FlavoSAR
title: qHNMR Purity Determination of (iso)flavonoids used in SAR assays.

description: This dataset contains all the 1D qHNMR data (raw NMR files, jdx and mol files) as well as spreasheets for the calculation of the purity percentage of the following flavonoids: apigenin, naringenin, kaempferol, icaritin, desmethylicaritin, 8-prenylnaringenin, 8-prenylapigenin, genistein, 8-prenylgenistein, dihydrogenistein.
DOI: 10.7910/dvn/hnuusj
title: PREDICTD PaRallel Epigenomics Data Imputation with Cloud-based Tensor Decomposition

description: This dataset contains training data and the trained model parameters for PREDICTD, a 3D tensor decomposition-based model of the NIH Epigenomics Roadmap project data. The NIH Epigenomics Roadmap consortium was focused on mapping the genomic locations of many different epigenomic marks (for example histone modifications) in many different cell types. However, due to the large number of experiments that it would take to exhaustively produce such maps for all epigenomic marks and all cell types, many possible experiments were missing. The PREDICTD model used 3D tensor decomposition and reconstruction to predict the results of these missing experiments. The training data and model parameters are preserved to allow others to more easily replicate or follow up on the results in the PREDICTD publication (Durham, et al. 2018.).
description: Python, 2.7
description: Apache Spark, 1.6.2
description: https://bitbucket.org/noblelab/predictd
description: This dataset is paired with the computer code used to train the 3D tensor decomposition model. The code is hosted in the following BitBucket repository: https://bitbucket.org/noblelab/predictd.