cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr07064
title: University Students' Values, Vocations, and Political Orientations: Uruguay, 1966
title: Archival Version

description: This study is part of a larger comparative investigation
 that included over 15 universities in several Latin American
 countries, in an effort to assess the adequacy of educational
 structures for fulfilling the needs of developing nations (see also
 Brazil: ICPSR 7044, Colombia: ICPSR 7056, Mexico: ICPSR 7059, Panama:
 ICPSR 7060, Paraguay: ICPSR 7061, and Puerto Rico: ICPSR 7063). There
 is a close similarity among the questionnaires administered in these
 countries, many items being identical. The present study was conducted
 in Uruguay in 1966. The respondents' educational backgrounds were
 explored through extensive questions about their secondary school
 attendance and the level of education attained by their parents and
 grandparents. The value that students placed on education and on the
 university in general was examined in variables probing the importance
 of completing a degree, the main functions of an academic institution,
 and the respondents' professional prospects and expectations after
 graduation. Other questions elicited the respondents' views on faculty
 and student involvement in politics. A major portion of the study
 assessed the students' perspectives on national and international
 affairs. Respondents gave their opinions about specific issues
 affecting their country, such as agrarian reform, the role of the
 national government, the benefits of foreign capital, and the
 advantages of joining the Latin American Free Trade
 Association. Further variables explored the students' views on
 international issues, such as the Cuban Revolution and aspects of the
 social, economic, and cultural development of several world
 powers. Finally, several questions probed the respondents'
 perspectives on life, social relations and family ties, and moral and
 religious matters, as well as their tendencies toward progressive
 political thinking. Demographic variables include age, sex, marital
status, number of siblings, religion, and occupation, if applicable.
description: Datasets: 
DS1: University Students' Values, Vocations, and Political Orientations: Uruguay, 1966
description: Students from Universidad de Montevideo, Uruguay.
DOI: 10.3886/icpsr07254.v1
title: Americans' Use of Time, 1965-1966
title: Version 1

description: These data were gathered as part of a multinational time
 budget project (see also TIME USE IN ECONOMIC AND SOCIAL ACCOUNTS,
 1975-1976 [ICPSR 7580] and AMERICANS' USE OF TIME, 1965-1966, AND TIME
 USE IN ECONOMIC AND SOCIAL ACCOUNTS, 1975-1976: MERGED DATA [ICPSR
 7796]). This study includes variables of two general types. One group
 concerns sociodemographic characteristics of respondents and
 households, the other set deals with time use. The time use data were
 obtained by having respondents keep a complete diary of their
 activities for a single 24-hour period between November 15 and
 December 15, 1965, or between March 7 and April 29, 1966. Additional
 data were gathered from an interview taken on the day after the diary
 was completed. Data on both primary and secondary time use were
recorded, along with where and with whom the activities took place.
description: National cross-section sample plus a group of approximately
776 respondents from Jackson, Michigan.
description: Datasets: 
DS1: Americans' Use of Time, 1965-1966
description: Americans between 19 and 65 years of age, living in cities
 with a population between 30,000 and 280,000 and in households that
had at least one adult employed in a nonfarm occupation.
description: The codebook is provided by ICPSR as a Portable Document Format (PDF) file. The PDF file format was developed by Adobe Systems Incorporated and can be accessed using PDF reader software, such as Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.15468/dl.pkquw9
title: Occurrence Download

description: A dataset containing 3060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plagiothecium undulatum (Hedw.) Schimp.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3060 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071928-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr07001.v1
title: Congressional Attitudes Toward Congressional Organization
title: Version 1

description: This data collection contains information on the opinions 
 of United States congressmen and women on their roles in Congress, 
 the roles and functions of Congress, congressional organizations and 
 procedures, and the problems and effectiveness of Congress. Three 
 general types of respondents were interviewed: general, leader, and 
 top leader respondents. Respondents were asked about their position 
 on various proposals for congressional reorganization, such as the 
 use of electronic voting devices, four-year terms of office, and 
 year-long congressional sessions, and their opinions on the likelihood 
 of these proposals being adopted. Other items probed their views on 
 issues such as the protection of minority interests, party bloc vote,
 moral-based decisions, rule of the majority, equality of Congress 
 and the Executive branch, party compromise, degree of influence of
 lobbyists, and pressing congressional problems. Demographic items 
 specify age, occupation, education, previous political experience, 
 political party affiliation, length of service in Congress, 
 congressional leadership position, ranks, and committee membership 
 and functions, as well as voting records, constituency characteristics 
 by region and district, percentage of total party unity votes, 
conservative coalition support, and bipartisan support.
description: Datasets: 
DS0: Study-Level Files
DS1: 1: Deck 1
DS2: 2: Deck 3
DS3: 3: Deck 4
description: United States congressmen and women.
description: The Congressional Attitudes Toward Congressional
 Organization (ICPSR 7001) data are written in IBM column-binary
 format. The data are multiply-punched and are stored in EBCDIC. The
 file should be designated a binary file when used on a non-EBCDIC
system. Please note that there is no deck two in the collection.
DOI: 10.3886/icpsr07001
title: Congressional Attitudes Toward Congressional Organization
title: Archival Version

description: This data collection contains information on the opinions 
 of United States congressmen and women on their roles in Congress, 
 the roles and functions of Congress, congressional organizations and 
 procedures, and the problems and effectiveness of Congress. Three 
 general types of respondents were interviewed: general, leader, and 
 top leader respondents. Respondents were asked about their position 
 on various proposals for congressional reorganization, such as the 
 use of electronic voting devices, four-year terms of office, and 
 year-long congressional sessions, and their opinions on the likelihood 
 of these proposals being adopted. Other items probed their views on 
 issues such as the protection of minority interests, party bloc vote,
 moral-based decisions, rule of the majority, equality of Congress 
 and the Executive branch, party compromise, degree of influence of
 lobbyists, and pressing congressional problems. Demographic items 
 specify age, occupation, education, previous political experience, 
 political party affiliation, length of service in Congress, 
 congressional leadership position, ranks, and committee membership 
 and functions, as well as voting records, constituency characteristics 
 by region and district, percentage of total party unity votes, 
conservative coalition support, and bipartisan support.
description: Datasets: 
DS0: Study-Level Files
DS1: 1: Deck 1
DS2: 2: Deck 3
DS3: 3: Deck 4
description: United States congressmen and women.
description: The Congressional Attitudes Toward Congressional
 Organization (ICPSR 7001) data are written in IBM column-binary
 format. The data are multiply-punched and are stored in EBCDIC. The
 file should be designated a binary file when used on a non-EBCDIC
system. Please note that there is no deck two in the collection.
DOI: 10.25976/yj5u-ct24
title: St. Croix Watershed - Enhanced Nutrients Monitoring

description: As part of the International Watersheds Initiative through the oversight of the International Joint Commission (IJC), the St. Croix International Waterway Commission conducted routine surface water sampling at stations throughout the St. Croix Watershed with a focus on nutrient levels. Samples were submitted to Environment and Climate Change Canada's (ECCC's) Atlantic Laboratory for Environmental Testing (ALET) and the Quebec Laboratory for Environmental Testing (QLET). Sampling occurred throughout the mainstem of the St. Croix, the headwater lakes, and many major tributaries to represent spatial coverage, and also occurred throughout the seasons to represent temporal variance.
DOI: 10.5281/zenodo.15363842
title: floFISH example dataset for pytests and bulkprocessing example

description: This zenodo repository contains an example datsaset for running the pytests in the github flofish project (https://github.com/LaToyaVanderB/flofish), and for running the bulk_processing.ipynb found in this project as well. 

After downloading, make sure the files are moved to their correct folder within the cloned flofish github repo:

the files: 

1) MG1655_GLU_OD_0.3_left_DIC_02.tif

2) MG1655_GLU_OD_0.3_left_CY5, CY3.5 NAR, CY3, DAPI_02.vsi

3) grgb.npy

have to be moved to the folder "flofish/flofish/tests/data/input"

________________________________________________________________________________________

The entire bulk_processing folder has to be moved to the folder "flofish/flofish".

________________________________________________________________________________________

When placed in these folder you should be able to run the flofish code.
DOI: 10.5281/zenodo.15363841
title: floFISH example dataset for pytests and bulkprocessing example

description: This zenodo repository contains an example datsaset for running the pytests in the github flofish project (https://github.com/LaToyaVanderB/flofish), and for running the bulk_processing.ipynb found in this project as well. 

After downloading, make sure the files are moved to their correct folder within the cloned flofish github repo:

the files: 

1) MG1655_GLU_OD_0.3_left_DIC_02.tif

2) MG1655_GLU_OD_0.3_left_CY5, CY3.5 NAR, CY3, DAPI_02.vsi

3) grgb.npy

have to be moved to the folder "flofish/flofish/tests/data/input"

________________________________________________________________________________________

The entire bulk_processing folder has to be moved to the folder "flofish/flofish".

________________________________________________________________________________________

When placed in these folder you should be able to run the flofish code.
DOI: 10.3886/icpsr06825.v1
title: National Ambulatory Medical Care Survey, 1994
title: Version 1

description: The National Ambulatory Medical Care Surveys (NAMCS) supply
 data on ambulatory medical care provided in physicians' offices. The
 1994 survey contains information from 33,598 patient visits to 1,704
 physicians' offices. Data are available on the patient's smoking habits,
 reason for the visit, expected source of payment, the physician's 
 diagnosis, and the kinds of diagnostic and
 therapeutic services rendered. Other variables cover drugs/medications
 ordered, administered, or provided during office visits, such as
 medication code, generic name and code, brand name, entry status,
 prescription status, federal controlled substance status, composition
 status, and related ingredient codes. Information is included on the
 physician's specialization and geographic location. Demographic
 information on patients, such as age, sex, race, and ethnicity, was
also collected.
description: The 1994 NAMCS utilized a multistage probability sample design.
 Primary sampling units were selected in the first stage, physician
 practices within PSUs in the second stage, and patient visits to selected
physicians in the third stage.
description: Datasets: 
DS1: National Ambulatory Medical Care Survey, 1994
description: Office visits made within the United States by patients of
 nonfederally employed physicians who were primarily involved in
 office-based patient care activities, but not engaged in the
specialties of radiology, pathology, or anesthesiology.
description: Per agreement with NCHS, ICPSR distributes the data
 file(s) and technical documentation in this collection in their original
form as prepared by NCHS.
DOI: 10.15468/dl.2ecrc4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Carex secalina)",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample, Material citation, Literature Occurrence, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is one of (Present)",
 "Year is greater than or equal to 1960",
 "Geometry POLYGON((-35 20,50 20,50 80,-35 80,-35 20))",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071929-250525065834625/datasets/export for details.
DOI: 10.7910/dvn/yvduta
title: Synthetic Learner Dataset for LEARN-RS Subject Recommendation Study

description: This dataset was generated for the development and evaluation of LEARN-RS, an interpretable machine learning recommender system for personalized subject recommendations in digital learning environments. The dataset contains synthetic records representing diverse learner profiles, including cognitive style attributes based on Kolb’s experiential learning dimensions, engagement metrics, prior academic performance, and demographic indicators. Each record is labeled with a recommended subject category (English, Chemistry, Art, or Project-Based Learning) derived from model predictions.

The dataset includes the following fields:

Concrete Experience (CE_Score): Numeric score reflecting experiential learning preference

Reflective Observation (RO_Score): Numeric score reflecting reflective observation tendency

Abstract Conceptualization (AC_Score): Numeric score reflecting conceptual learning inclination

Active Experimentation (AE_Score): Numeric score reflecting active experimentation tendency

Engagement_Score: Composite engagement metric

Study_Habit_Consistency: Self-reported consistency of study habits

Prior_Grades: Average prior academic performance

Performance_Trend: Trend indicator of academic improvement or decline

Subject_Familiarity: Self-assessed familiarity with subject domains

Age: Learner age in years

Recommended_Subject: Target label for recommendation

This dataset was synthetically generated to simulate realistic learning behavior patterns while avoiding identifiable personal data. It is provided under a Creative Commons Attribution (CC BY 4.0) license to support reproducibility and further research in machine learning recommender systems.
DOI: 10.15468/dl.nznma2
title: Occurrence Download

description: A dataset containing 75907301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "License is CC-BY 4.0",
 "Month is February",
 "Year 1000-2025"
 ]
}

 The dataset includes 75907301 records from 1632 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071926-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27951282
title: Gratitude; Depression; Self-Evaluation; Psychological capital from 715 university students. data~715.xlsx

description: This study investigates the relationships among gratitude, depression, self-evaluation, and psychological capital (PsyCap) among university students. Adoption of a cross-sectional quantitative research design, data were collected from 715 participants and analyzed using partial least squares structural equation modeling (PLS-SEM) with a second-order structural model to examine the hierarchical relationships among the constructs.
DOI: 10.6084/m9.figshare.27951282.v1
title: Gratitude; Depression; Self-Evaluation; Psychological capital from 715 university students. data~715.xlsx

description: This study investigates the relationships among gratitude, depression, self-evaluation, and psychological capital (PsyCap) among university students. Adoption of a cross-sectional quantitative research design, data were collected from 715 participants and analyzed using partial least squares structural equation modeling (PLS-SEM) with a second-order structural model to examine the hierarchical relationships among the constructs.
DOI: 10.23668/psycharchives.13140
title: Dataset for: Emotional Experience of people with schizophrenia and people at risk for psychosis: A meta-analysis of emotion induction studies

description: This data set contains the data for a meta-analysis on differences in the emotional experience after standardized emotion induction procedures of people with schizophrenia or at risk for psychosis and mentally healthy people. This meta-analysis included studies (k=111) comparing people with schizophrenia to mentally healthy people or people at risk for psychosis with people not at risk for psychosis on a measure of emotional experience (positive emotion [unipolar measure], negative emotion [unipolar measure], and/or valence [bipolar measure]) after a standardized, laboratory-based emotion induction using pleasant, neutral, and/or unpleasant stimuli. The data set includes files for 27 different meta-analyses (111... - 333...) with different combinations of studies of the overall study pool. Please refer to the Codebook for a breakdown of the rationale behind the file numbering and the content of the respective meta-analysis. The analyses of the referring research article can be reproduced with these data using the analysis code also published on psycharchives.org (see related objects).
description: Codebook for the data sets 111... - 333... .csv Data sets 111... .csv - 333... .csv
DOI: 10.23668/psycharchives.13142
title: Impact of Resource Value and Visual Perspective Taking on Distributional Equity Among Children Aged 3–5

description: One way that children pursue fairness is through allocation equity. No studies to date have examined how children will allocate the resources they like and dislike when the contributions of the recipients are not equal. We examined whether resource value and visual perspective taking (VPT) affect children’s allocation equity in the involved situation. In Study 1, Chinese preschoolers aged 3 to 5 years old (N = 35) participated in a resource allocation task in which they were asked to allocate stickers with differing subjective value to recipients who varied in the level of contribution they made in a shared task. The children did not make allocations based on contribution when the resources had subjective value. In Study 2, in a similar allocation task with a different sample of children aged 3 to 5 years old (N = 47), children did not inhibit resource preference to achieve a equitable distribution, regardless of their level of skill in VPT.
DOI: 10.15468/dl.xd4a5y
title: Occurrence Download

description: A dataset listing the 85 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is HeathNet data"
 ]
}

 The dataset's 85 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014053-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23668/psycharchives.13143
title: Research data for: Repetition costs in sequence chunking

description: Research data for accepted article titled: Repetition costs in sequence chunking
description: Dataset for: Brown, R.M., Koch, I. Repetition costs in sequence chunking. Psychon Bull Rev (2023). https://doi.org/10.3758/s13423-023-02338-7
description: We examined how flexibly we plan sequences of actions when we switch between multiple action sequences. Mastering a sequential skill is assumed to involve integrating successive actions into groups known as chunks that can be efficiently planned and smoothly executed. Chunking is suggested by gains in planning efficiency for long compared to short action sequences following practice and learning associations between actions and perceptual outcomes. Less is understood about how efficiently we plan sequential chunks when we switch between multiple action sequences. Do we plan learned chunks less efficiently when we switch to a different action sequence? We examined this question by comparing the initiation and execution latencies of long versus short action sequences, performed from memory, when sequences switched or repeated across trials. Additionally, each action within the sequences generated predictable perceptual outcomes that were either spatially compatible or spatially incompatible with the action sequences. Results suggested repetition costs (instead of benefits) when performing long sequences. Repetition, as opposed to switching, prolonged initiation and increased the error rate of long compared to short sequences. We attribute these results to the flexible coordination of chunk planning and execution. Repetition may prolong advanced planning of long sequences in order to resolve conflict between multiple chunks, and switching may allow the planning of later chunks to be postponed until execution. We propose that the chunking of action sequences can both facilitate and interfere with action-switching performance.
DOI: 10.23668/psycharchives.13149
title: Datasets for: Semantic classifier congruency in the first and second language

description: This study examines the classifier as semantic-syntactic language feature and investigates the semantic classifier congruency effect in language production. Participants were instructed to name a picture (e.g., noodles) after seeing or hearing a classifier (e.g., a bowl of). In Experiment 1 with English monolinguals, better performance was observed in semantically congruent trials (a bowl of noodles) than in semantically incongruent trials (a bowl of students). In Experiments 2 and 3 with Chinese-English bilinguals, the semantic classifier congruency effect was replicated, but the effect differed in size as a function of the language (smaller for L2 English than for L1 Chinese), language switching (smaller in repeat than in switch trials) and of classifier modality (smaller for written than spoken classifier presentation). Together, these findings provide evidence for a semantic classifier effect in both L1 and L2. Furthermore, they suggest an influence of semantic-syntactic language features in bilingual language control.
DOI: 10.15468/dl.9xk5ge
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pavetta pumila N.E.Br."
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014058-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.