cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16725268
title: Instruments used in older people evaluation during COVID-19 pandemic

description: Supplemental material, Instruments used in older people evaluation during COVID-19 pandemic, for Cross-sectional analysis of social and behavioral impacts of COVID-19 pandemic in community-dwelling older adults screened for insomnia by Szpalher, Weiss, Cardoso, Souza e Silva.<br>
DOI: 10.6084/m9.figshare.16725268.v3
title: Instruments used in older people evaluation during COVID-19 pandemic

description: Supplemental material, Instruments used in older people evaluation during COVID-19 pandemic, for Cross-sectional analysis of social and behavioral impacts of COVID-19 pandemic in community-dwelling older adults screened for insomnia by Szpalher, Weiss, Cardoso, Souza e Silva.<br>
DOI: 10.6084/m9.figshare.16725268.v2
title: Cross-sectional analysis of social and behavioral impacts of COVID-19 pandemic in community-dwelling older adults screened for insomnia

description: <strong>Objectives:</strong> This study sought to understand the impacts of the COVID-19 pandemic on older adults screened for the Nursing Diagnosis Insomnia (00095). <strong>Methods:</strong> a descriptive, qualitative study, data collection between February to May 2021 was used with 77 older people. Content analysis was performed as proposed by Bardin (2011). <strong>Results:</strong> Four thematic categories were emerged: (1) Physical exercises; (2) Social impacts; (3) Physical and mental health; (4) Finances. Physical and mental health category was most representative both in negative perceptions and in positive or neutral perceptions about the pandemic. The excess of bad news generates a negative perception. On the other hand, some older adults enjoyed benefits, such as improved sleep. <strong>Discussion:</strong> The verbalized feelings are interconnected, and these spheres of life complement each other, interfering with each other. It is suggested to produce nursing strategies for the elderly and studies that address nursing interventions in pandemic periods.
DOI: 10.6084/m9.figshare.16725616
title: Insomnia and demographics Research Form

description: Supplemental material, Instruments used in older people evaluation during COVID-19 pandemic, for Cross-sectional analysis of social and behavioral impacts of COVID-19 pandemic in community-dwelling older adults screened for insomnia by Szpalher, Weiss, Cardoso, Souza e Silva.<br>Insomnia and demographics Research Form used in older adults for master's research- Nursing Diagnosis Insomnia (2021-2023).
DOI: 10.6084/m9.figshare.16713667
title: Spreadsheet - Data of interviews with older people in Brazil during the pandemic

description: Supplemental material, Instruments used in older people evaluation during COVID-19 pandemic, for Cross-sectional analysis of social and behavioral impacts of COVID-19 pandemic in community-dwelling older adults screened for insomnia by Szpalher, Weiss, Cardoso, Souza e Silva.
DOI: 10.6084/m9.figshare.16713667.v6
title: Spreadsheet - Data of interviews with older people in Brazil during the pandemic

description: Supplemental material, Instruments used in older people evaluation during COVID-19 pandemic, for Cross-sectional analysis of social and behavioral impacts of COVID-19 pandemic in community-dwelling older adults screened for insomnia by Szpalher, Weiss, Cardoso, Souza e Silva.
DOI: 10.6084/m9.figshare.16713667.v5
title: Spreadsheet - Data of interviews with older people in Brazil during the pandemic

description: Supplemental material, Spreadsheet - Data of interviews with older people in Brazil during the pandemic, for Cross-sectional analysis of social and behavioral impacts of COVID-19 pandemic in community-dwelling older adults screened for insomnia by Szpalher, Weiss, Souza, Cardoso e Silva, in Aging and Health Journal.<strong><br></strong><strong><strong><br></strong>Objectives:</strong> This study sought to understand the impacts of the COVID-19 pandemic on older adults screened for the Nursing Diagnosis Insomnia (00095). <strong>Methods:</strong> a descriptive, qualitative study, data collection between February to May 2021 was used with 77 older people. Content analysis was performed as proposed by Bardin (2011). <strong>Results:</strong> Four thematic categories were emerged: (1) Physical exercises; (2) Social impacts; (3) Physical and mental health; (4) Finances. Physical and mental health category was most representative both in negative perceptions and in positive or neutral perceptions about the pandemic. The excess of bad news generates a negative perception. On the other hand, some older adults enjoyed benefits, such as improved sleep. <strong>Discussion:</strong> The verbalized feelings are interconnected, and these spheres of life complement each other, interfering with each other. It is suggested to produce nursing strategies for the elderly and studies that address nursing interventions in pandemic periods.
DOI: 10.5281/zenodo.5559835
title: Data for: Analysis of Conformational Exchange Processes using Methyl-TROSY-Based Hahn Echo Measurements of Quadruple-Quantum Relaxation

description: Raw experimental data used in associated publication. A full list of experiments is provided in the README.md file.
DOI: 10.5281/zenodo.5559834
title: Data for: Analysis of Conformational Exchange Processes using Methyl-TROSY-Based Hahn Echo Measurements of Quadruple-Quantum Relaxation

description: Raw experimental data used in associated publication. A full list of experiments is provided in the README.md file.
DOI: 10.6084/m9.figshare.13114331
title: Insights into Hydrogen Evolution Reaction on 2D Transition Metal Dichalcogenides

description: stripe model structures
DOI: 10.6084/m9.figshare.13114331.v1
title: HER-2D-TMDs.tar.bz2

description: stripe model structures
DOI: 10.6084/m9.figshare.16780534
title: Monitoring oxygen production on mass-selected iridium-tantalum oxide electrocatalysts

description: This project contains the computational raw data for the paper titled "Monitoring oxygen production on mass-selected iridium-tantalum oxide electrocatalysts".
DOI: 10.6084/m9.figshare.16780534.v1
title: Monitoring oxygen production on mass-selected iridium-tantalum oxide electrocatalysts

description: This project contains the computational raw data for the paper titled "Monitoring oxygen production on mass-selected iridium-tantalum oxide electrocatalysts".
DOI: 10.15468/fs63wb
title: Review of the braconid parasitoid subfamily Doryctinae (Hymenoptera, Braconidae) from the United Arab Emirates and Yemen

description: This dataset contains the digitized treatments in Plazi based on the original journal article Belokobylskij, Sergey A., Achterberg, Cornelis Van (2021): Review of the braconid parasitoid subfamily Doryctinae (Hymenoptera, Braconidae) from the United Arab Emirates and Yemen. European Journal of Taxonomy 765 (1): 1-143, DOI: https://doi.org/10.5852/ejt.2021.765.1479, URL: http://dx.doi.org/10.5852/ejt.2021.765.1479
DOI: 10.15468/upnpvn
title: Taxonomic revision of the genus Oplognathus MacLeay, 1819 (Coleoptera: Scarabaeidae: Rutelinae: Rutelini)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Carvalho, Tamara G., Seidel, Matthias, Grossi, Paschoal C. (2021): Taxonomic revision of the genus Oplognathus MacLeay, 1819 (Coleoptera: Scarabaeidae: Rutelinae: Rutelini). European Journal of Taxonomy 764 (1): 62-84, DOI: https://doi.org/10.5852/ejt.2021.764.1471, URL: http://dx.doi.org/10.5852/ejt.2021.764.1471
DOI: 10.15468/76zw86
title: Six new species of Tipula (Vestiplex) Bezzi (Diptera, Tipulidae) from Tibet

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yang, Qi-cheng, Pan, Zhao-hui, Liu, Xiao-yan, Yang, Ding (2021): Six new species of Tipula (Vestiplex) Bezzi (Diptera, Tipulidae) from Tibet. European Journal of Taxonomy 764 (1): 152-192, DOI: https://doi.org/10.5852/ejt.2021.764.1477, URL: http://dx.doi.org/10.5852/ejt.2021.764.1477
DOI: 10.15468/74zfqx
title: Taxonomy of the clam shrimp Halysestheriidae (Diplostraca: Spinicaudata) from the Upper Cretaceous Nenjiang Formation in central Dayangshu Basin of eastern Inner Mongolia, northeastern China

description: This dataset contains the digitized treatments in Plazi based on the original journal article LI, GANG (2021): Taxonomy of the clam shrimp Halysestheriidae (Diplostraca: Spinicaudata) from the Upper Cretaceous Nenjiang Formation in central Dayangshu Basin of eastern Inner Mongolia, northeastern China. Palaeoentomology 4 (2): 156-164, DOI: 10.11646/palaeoentomology.4.2.4, URL: http://dx.doi.org/10.11646/palaeoentomology.4.2.4
DOI: 10.15468/7s9g3w
title: A new species of Crenoptychoptera Kalugina, 1985 (Diptera: Ptychopteridae) from the Middle-Late Jurassic of Jiyuan Basin, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article LIU, YU-MING, HUANG, DI-YING (2021): A new species of Crenoptychoptera Kalugina, 1985 (Diptera: Ptychopteridae) from the Middle-Late Jurassic of Jiyuan Basin, China. Palaeoentomology 4 (1): 27-29, DOI: 10.11646/palaeoentomology.4.1.5, URL: http://dx.doi.org/10.11646/palaeoentomology.4.1.5
DOI: 10.15468/2ed5rk
title: First argiolestid damselfly (Odonata: Zygoptera) from the late Palaeocene of Northwest Argentina

description: This dataset contains the digitized treatments in Plazi based on the original journal article PETRULEVIČIUS, JULIÁN F. (2020): First argiolestid damselfly (Odonata: Zygoptera) from the late Palaeocene of Northwest Argentina. Palaeoentomology 3 (6): 541-545, DOI: 10.11646/palaeoentomology.3.6.1, URL: http://dx.doi.org/10.11646/palaeoentomology.3.6.1
DOI: 10.15468/yq5db8
title: The pharciceratid ammonoids from the Roteisenstein Formation of Dillenburg (Cephalopoda, Ammonoidea)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Korn, Dieter, Bockwinkel, Jürgen (2021): The pharciceratid ammonoids from the Roteisenstein Formation of Dillenburg (Cephalopoda, Ammonoidea). European Journal of Taxonomy 771: 1-79, DOI: https://doi.org/10.5852/ejt.2021.771.1503, URL: http://dx.doi.org/10.5852/ejt.2021.771.1503
DOI: 10.15468/5duvkd
title: The spider genus Medionops Sánchez-Ruiz & Brescovit (Araneae: Caponiidae) in Colombia, with the description of four new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Martínez, Leonel, Sánchez-Ruiz, Alexander, Bonaldo, Alexandre B. (2021): The spider genus Medionops Sánchez-Ruiz & Brescovit (Araneae: Caponiidae) in Colombia, with the description of four new species. European Journal of Taxonomy 773: 61-79, DOI: https://doi.org/10.5852/ejt.2021.773.1511, URL: http://dx.doi.org/10.5852/ejt.2021.773.1511
DOI: 10.15468/4wubue
title: Disporella guada sp. nov., an erect-ramose rectangulate cyclostome (Bryozoa, Stenolaemata) from the Caribbean Sea: convergent evolution in bryozoan colony morphology

description: This dataset contains the digitized treatments in Plazi based on the original journal article Taylor, Paul D., Harmelin, Jean-Georges, Waeschenbach, Andrea, Bouchon, Claude (2021): Disporella guada sp. nov., an erect-ramose rectangulate cyclostome (Bryozoa, Stenolaemata) from the Caribbean Sea: convergent evolution in bryozoan colony morphology. European Journal of Taxonomy 773: 1-18, DOI: https://doi.org/10.5852/ejt.2021.773.1507, URL: http://dx.doi.org/10.5852/ejt.2021.773.1507
DOI: 10.15468/qt5jq4
title: Middle Permian ostracods (Crustacea) from the Guadalupe Mountains, West Texas, USA

description: This dataset contains the digitized treatments in Plazi based on the original journal article Tarnac, Anaëlle, Forel, Marie-Béatrice, Nestell, Galina, Nestell, Merlynd, Crasquin, Sylvie (2021): Middle Permian ostracods (Crustacea) from the Guadalupe Mountains, West Texas, USA. European Journal of Taxonomy 770: 1-60, DOI: https://doi.org/10.5852/ejt.2021.770.1499, URL: http://dx.doi.org/10.5852/ejt.2021.770.1499
DOI: 10.5281/zenodo.5559991
title: Dryas integrifolia SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5559990
title: Dryas integrifolia SPAdes preassembly

description: .
DOI: 10.15468/fnjb8u
title: Neoarisemus groehni sp. nov., a notable moth fly (Diptera, Psychodidae, Psychodinae) from Ukrainian amber

description: This dataset contains the digitized treatments in Plazi based on the original journal article WAGNER, RÜDIGER (2021): Neoarisemus groehni sp. nov., a notable moth fly (Diptera, Psychodidae, Psychodinae) from Ukrainian amber. Palaeoentomology 4 (1): 19-22, DOI: 10.11646/palaeoentomology.4.1.3, URL: http://dx.doi.org/10.11646/palaeoentomology.4.1.3
DOI: 10.15468/ytfcqn
title: New fossil psocids from Cretaceous Siberian ambers (Psocodea: Trogiomorpha: Atropetae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article HAKIM, MARINA, HUANG, DI-YING, AZAR, DANY (2021): New fossil psocids from Cretaceous Siberian ambers (Psocodea: Trogiomorpha: Atropetae). Palaeoentomology 4 (2): 186-198, DOI: 10.11646/palaeoentomology.4.2.8, URL: http://dx.doi.org/10.11646/palaeoentomology.4.2.8
DOI: 10.26180/16780570
title: Data from Barter et al. "Predictors of geographic range size in Australian skinks" in Global Ecology and Biogeography

description: Data from Barter et al. "Predictors of geographic range size in Australian skinks" in Global Ecology and Biogeography
DOI: 10.15468/3fwc8s
title: Zaiwa: A new genus of the family Lophocateridae from mid-Cretaceous Burmese amber (Coleoptera: Cleroidea)

description: This dataset contains the digitized treatments in Plazi based on the original journal article LYUBARSKY, GEORGY YU., TIHELKA, ERIK, CAI, CHEN-YANG, PERKOVSKY, EVGENY E. (2021): Zaiwa: A new genus of the family Lophocateridae from mid-Cretaceous Burmese amber (Coleoptera: Cleroidea). Palaeoentomology 4 (3): 218-222, DOI: 10.11646/palaeoentomology.4.3.7, URL: http://dx.doi.org/10.11646/palaeoentomology.4.3.7
DOI: 10.15468/7g6x23
title: Maastrichtian representatives of the dragonfly family Aeschnidiidae question the entomofaunal turnover of the early Late Cretaceous

description: This dataset contains the digitized treatments in Plazi based on the original journal article NEL, ANDRÉ (2021): Maastrichtian representatives of the dragonfly family Aeschnidiidae question the entomofaunal turnover of the early Late Cretaceous. Palaeoentomology 4 (3): 209-212, DOI: 10.11646/palaeoentomology.4.3.5, URL: http://dx.doi.org/10.11646/palaeoentomology.4.3.5
DOI: 10.15468/9wsnvc
title: Are hind coxal knobs a synapomorphy for therevids? An unusual new species of Anabarhynchus Macquart from Australia (Diptera: Therevidae: Therevinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Winterton, Shaun L. (2004): Are hind coxal knobs a synapomorphy for therevids? An unusual new species of Anabarhynchus Macquart from Australia (Diptera: Therevidae: Therevinae). Zootaxa 413 (1): 1-8, DOI: 10.11646/zootaxa.413.1.1, URL: https://biotaxa.org/Zootaxa/article/view/zootaxa.413.1.1
DOI: 10.15468/psznpf
title: The second Caloneurodea from the Moscovian of Avion, France (Insecta, Archaeorthoptera)

description: This dataset contains the digitized treatments in Plazi based on the original journal article NEL, ANDRÉ, ROQUES, PATRICK (2021): The second Caloneurodea from the Moscovian of Avion, France (Insecta, Archaeorthoptera). Palaeoentomology 4 (4): 320-322, DOI: 10.11646/palaeoentomology.4.4.5, URL: http://dx.doi.org/10.11646/palaeoentomology.4.4.5
DOI: 10.5281/zenodo.4812716
title: WHO_dataset_may

description: backup for covid tweets dataset
DOI: 10.5281/zenodo.4812715
title: WHO_dataset_may

description: backup for covid tweets dataset
DOI: 10.15151/esrf-es-565008963
title: PROTEINS RELATED TO PATHOGENESIS OF DISEASES, VIRAL PROTEINS, CELL DIVISION, SIGNALLING AND CHROMATIN PROCESSES

description: Our BAG is composed of seven PIs at six different institutions in Italy and Austria. We focus on different protein targets and address diverse biological contexts by combining structural biology with biochemistry, biophysics, cellular and in vivo investigations.
DOI: 10.6084/m9.figshare.16780039.v1
title: Mg#_0-e45.7z

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16780039
title: Mg#_0-e45.7z

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16780042
title: Mg#_e45-e90

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16780042.v1
title: Mg#_e45-e90

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16780147
title: Mg#_e90-e135.7z

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.6084/m9.figshare.16780147.v1
title: Mg#_e90-e135.7z

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.26180/16780570.v1
title: Data from Barter et al. "Predictors of geographic range size in Australian skinks" in Global Ecology and Biogeography

description: Data from Barter et al. "Predictors of geographic range size in Australian skinks" in Global Ecology and Biogeography
DOI: 10.5281/zenodo.5560082
title: Parastichopus regalis SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5560081
title: Parastichopus regalis SPAdes preassembly

description: .
DOI: 10.6084/m9.figshare.16599245
title: Fungal genome annotation files and dragon disease ecology data

description: Annotation files and protein sequences for the gene models predicted from the genomes of Ascomycota fungi: <br> <i>Nannizziopsis barbatae</i> GCA_014964245.1<i>Ophidiomyces ophidiicola</i> GCA_002167195.1<i>Chrysosporium queenslandicum</i> GCA_001430955.1<br>Supplementary code and data for the analysis of the diseased dragon population.<br>
DOI: 10.6084/m9.figshare.16599245.v1
title: Fungal genome annotation files and dragon disease ecology data

description: Annotation files and protein sequences for the gene models predicted from the genomes of Ascomycota fungi: <br> <i>Nannizziopsis barbatae</i> GCA_014964245.1<i>Ophidiomyces ophidiicola</i> GCA_002167195.1<i>Chrysosporium queenslandicum</i> GCA_001430955.1<br>Supplementary code and data for the analysis of the diseased dragon population.<br>
DOI: 10.17632/pnzm27jbsj.1
title: AFLPs_Sacoglottis holdridgei

description: Base de datos correspondiente al tema de investigación: "Estructura genética poblacional de Sacoglottis holdridgei Cuatrec.(Humiriaceae) mediante marcadores AFLP’s en el Parque Nacional Isla del Coco, Costa Rica"
DOI: 10.6084/m9.figshare.15071121
title: Honey R, McLean C, Murray BR and Webb JK. 2021. Data from "Insulated nest boxes provide thermal refuges for wildlife in urban bushland during summer heatwaves"

description: This is the raw data that was analysed in the following paper:Honey R, McLean C, Murray BR and Webb JK. 2021. Insulated nest boxes provide thermal refuges for wildlife in urban bushland during summer heatwaves. Journal of Urban Ecology<br>Date of data collection: 20 December 2018 to 19 March 2019<br>Geographic location of data collection: Lake Macquarie region, NSW, Australia. <br><br>DATA & FILE OVERVIEW<br><br>1. File List: Excel file, with three spreadsheets.<br><br>2. Relationship between files: Spreadsheet 'raw data' contains raw data. Spreadsheet 'max temps' contains maximum daily temperatures from nest boxes. Spreadsheet 'hours above 35.1'<br><br>Raw data worksheet<br>1. Number of variables (columns): date, time, temperature from each nest box<br><br>2. Number of cases/rows: 4323 rows, 3 of which are heading rows to identify treatment/nest box ID<br><br>3. Specialized formats or other abbreviations used: N = north, S = south, U = uninsulated, I = insulated<br>
DOI: 10.6084/m9.figshare.15071121.v1
title: Honey R, McLean C, Murray BR and Webb JK. 2021. Data from "Insulated nest boxes provide thermal refuges for wildlife in urban bushland during summer heatwaves"

description: This is the raw data that was analysed in the following paper:Honey R, McLean C, Murray BR and Webb JK. 2021. Insulated nest boxes provide thermal refuges for wildlife in urban bushland during summer heatwaves. Journal of Urban Ecology<br>Date of data collection: 20 December 2018 to 19 March 2019<br>Geographic location of data collection: Lake Macquarie region, NSW, Australia. <br><br>DATA & FILE OVERVIEW<br><br>1. File List: Excel file, with three spreadsheets.<br><br>2. Relationship between files: Spreadsheet 'raw data' contains raw data. Spreadsheet 'max temps' contains maximum daily temperatures from nest boxes. Spreadsheet 'hours above 35.1'<br><br>Raw data worksheet<br>1. Number of variables (columns): date, time, temperature from each nest box<br><br>2. Number of cases/rows: 4323 rows, 3 of which are heading rows to identify treatment/nest box ID<br><br>3. Specialized formats or other abbreviations used: N = north, S = south, U = uninsulated, I = insulated<br>
DOI: 10.3886/e151921v1
title: Historical Home Mortgage Disclosure Act (HMDA) Data

description: Historical Home Mortgage Disclosure Act (HMDA) Data FilesThe Home Mortgage Disclosure Act (HMDA) is a near census of mortgage lending activity in the United States implemented by the Federal Reserve Board's Regulation C. Under HMDA, financial institutions are required to submit detailed records on loan applications and their ultimate outcomes, viz. origination, denial, application withdrawal, etc. HMDA forms the backbone of analysis into U.S. mortgage markets by providing detailed information about mortgage borrowers, lenders, and properties.<br><br>Since 2006, the HMDA data were published by the Federal Financial Institutions Examination Council (FFIEC) in an accessible format (CSV). Prior to 2006, the data are only available from the National Archives in fixed-width text format. This project seeks to convert the data prior to 2006 into a more accessible delimited format for easier analysis into historical mortgage market trends.<br><br> These data are provided as-is. I will continue to refine these data over time to provide the most accurate data on historical market trends. All codes will be available on my GitHub account.<br><br><b>Important Note:</b> Since the HMDA data include detailed information on borrowers, loan amounts, and property locations (by census tract) it may be possible (albeit incredibly time and resource intensive) to match the HMDA records with publicly available borrower information. Do not do this. It is unethical to conduct research by identifying individuals from these public data. In fact, in downloading these ICPSR clearly states that one should "not use these datasets for investigation of specific RESEARCH SUBJECTS, except when identification is authorized in writing by ICPSR." The HMDA data are collected and published to further the goal of anti-discrimination in U.S. housing markets. Using the data to re-identify borrowers is clearly a violation of this objective.<br>
description: Smallest Geographic Unit: Census Tract
DOI: 10.23728/b2share.97e7c3ffb21c42dc837633dde2193b56
title: Comparative Welfare States Dataset

description: The Comparative Welfare States (CWS) Dataset provides an array of welfare state, economic, institutional, political, policy, and demographic indicators at the country-level. The Dataset was assembled in the framework of the project "Comparative Welfare States in the 21st Century" directed by David Brady, Evelyne Huber, and John D. Stephens. The last 2016 version of CWS includes information on 22 countries from 1960-2014 on wage, salary, and income distribution data; social spending, revenue, and welfare state institutions data; labor force and labor institutions data; demographic data; macroeconomic data; product market regulation; and political variables.