cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e145421v1
title: Data and Code for: Product Innovation, Product Diversification, and Firm Growth: Evidence from Japan’s Early Industrialization

description: We explore how firms grow by adding products. We leverage detailed data from Japan’s cotton spinning industry at the turn of the last century to do so. This setting allows us to fully characterize the type of differentiation (vertical or horizontal) of new product introductions as well as whether the product is within or outside of the firm’s prior technological capabilities. We find that trying to introduce innovative products beyond the firm’s previous technologically feasible set, even if such trials fail, is a key to firm growth. Indeed, it mostly facilitates growth through the firm’s later success in horizontal product diversification. In long-term outcomes, the right tail of the firm size distribution becomes dominated by firms first moved into technologically challenging products and then later applied their newly acquired technical competence to horizontal expansion of their product portfolios. Two mechanisms through which this knowledge transfer occurs are greater production system flexibility and higher product appeal to downstream buyers.
description: Cotton spinning industry firms operating in Japan between 1893-1914.
DOI: 10.3886/e145561
title: Data and code for: M Equilibrium: A Theory of Beliefs and Choices in Games

description: We introduce a set-valued solution concept, M equilibrium, to capture empirical regularities from over half a century of game-theory experiments. We show M equilibrium serves as a meta theory for various models that hitherto were considered unrelated. M equilibrium is empirically robust and, despite being set-valued, falsifiable. Results from a series of experiments that compare M equilibrium to leading behavioral-game-theory models demonstrate its virtues in predicting observed choices and stated beliefs. Data from experimental games with a unique pure-strategy Nash equilibrium and multiple M equilibria exhibit coordination problems that could not be anticipated through the lens of existing models.
description: A random sample of individuals registered with the UCY - LExEcon standard subject pool was invited through email and registered at a first-come-first-served basis to the available experimental sessions. Role assignment within each session was randomized.
description: other;
DOI: 10.3886/e145561v1
title: Data and code for: M Equilibrium: A Theory of Beliefs and Choices in Games

description: We introduce a set-valued solution concept, M equilibrium, to capture empirical regularities from over half a century of game-theory experiments. We show M equilibrium serves as a meta theory for various models that hitherto were considered unrelated. M equilibrium is empirically robust and, despite being set-valued, falsifiable. Results from a series of experiments that compare M equilibrium to leading behavioral-game-theory models demonstrate its virtues in predicting observed choices and stated beliefs. Data from experimental games with a unique pure-strategy Nash equilibrium and multiple M equilibria exhibit coordination problems that could not be anticipated through the lens of existing models.
description: A random sample of individuals registered with the UCY - LExEcon standard subject pool was invited through email and registered at a first-come-first-served basis to the available experimental sessions. Role assignment within each session was randomized.
description: other;
DOI: 10.6084/m9.figshare.17052410
title: Fingertip Videos for Heart Rate estimation

description: Videos of fingertip were recorded with Redmi Note 8 smartphone camera. Data was collected from 24 participants, both male and female in the age group of5 to 77 years. Each participant’s finger was illuminated withtorch light which was right next to the camera. The cameralens was then completely covered with the fingertip. Video was recorded for 20 seconds. The recording frequency of the camera was 30 frames per second (fps). Simultaneously, the ground truth HR was recorded using the Andesfit Health pulse oximeter. The dataset contained HR readings from 59 to 119 bpm.<br>This dataset can be used to extract the PPG waveform from the videos. The ground truth heart rate recorded in excel file can be used as a reference to validate your estimations.
DOI: 10.6084/m9.figshare.17052410.v1
title: Fingertip Videos for Heart Rate estimation

description: Videos of fingertip were recorded with Redmi Note 8 smartphone camera. Data was collected from 24 participants, both male and female in the age group of5 to 77 years. Each participant’s finger was illuminated withtorch light which was right next to the camera. The cameralens was then completely covered with the fingertip. Video was recorded for 20 seconds. The recording frequency of the camera was 30 frames per second (fps). Simultaneously, the ground truth HR was recorded using the Andesfit Health pulse oximeter. The dataset contained HR readings from 59 to 119 bpm.
DOI: 10.5281/zenodo.5709130
title: Dataset HD-tDCS 2

description: This registry contains raw data regarding baseline and endpoint assessments of patients with COVID-19 in hospitals and in the ICU.
DOI: 10.5281/zenodo.5709129
title: Dataset HD-tDCS 2

description: This registry contains raw data regarding baseline and endpoint assessments of patients with COVID-19 in hospitals and in the ICU.
DOI: 10.5281/zenodo.5715280
title: Data belonging to: Decreasing relatedness among mycorrhizal fungi in a shared plant network increases fungal network size but not plant benefit

description: Dataset beloning to the publication: "Decreasing relatedness among mycorrhizal fungi in a shared plant network increases fungal network size but not plant benefit" in Ecology letters (2021). R script used to analyse the data in the .csv files
DOI: 10.5281/zenodo.5715279
title: Data belonging to: Decreasing relatedness among mycorrhizal fungi in a shared plant network increases fungal network size but not plant benefit

description: Dataset beloning to the publication: "Decreasing relatedness among mycorrhizal fungi in a shared plant network increases fungal network size but not plant benefit" in Ecology letters (2021). R script used to analyse the data in the .csv files
DOI: 10.15468/tde84x
title: Lista de Reptiles del Perú

description: Última versión publicada por el Ministerio del Ambiente en diciembre de 2018Se presenta el listado de los reptiles, elaborados en el marco del documento “Situación actual de las especies de anfibios y reptiles del Perú”. Este esfuerzo ha permitido identificar a 469 especies de reptiles, distribuidas en territorio peruano. Estos resultados fueron corroborados con documentos relacionados a nomenclatura normalizada, adopciones de nuevas especies, revisión detallada de bibliografía especializada, especímenes de museos y centros de investigación, así como consultas con especialistas y gestores de los 3 niveles del gobierno.
DOI: 10.3886/e114666v1-102077
title: Replication data for: When Labor Disputes Bring Cities to a Standstill: The Impact of Public Transit Strikes on Traffic, Accidents, Air Pollution, and Health

description: Many governments have banned strikes in public transportation. Whether this can be justified depends on whether strikes endanger public safety or health. We use time-series and cross-sectional variation in powerful registry data to quantify the effects of public transit strikes on urban populations in Germany. Due to higher traffic volumes and longer travel times, total car hours operated increase by 11 to 13 percent during strikes. This effect is accompanied by a 14 percent increase in vehicle crashes, a 20 percent increase in accident-related injuries, a 14 percent increase in particle pollution, and an 11 percent increase in hospital admissions for respiratory diseases among young children.
DOI: 10.5281/zenodo.4570969
title: ENID - Endometrial Implants Dataset

description: ENID (ENdometrial Implants DAtaset) comprises 160 images taken from 100+ gynecologic laparoscopy surgeries and is purposefully created to be utilized for a variety of automatic content analysis problems in the context of Endometriosis recognition. ENID is the result of experiments on reorganizing previously published dataset GLENDA in terms of visual similarity. The dataset includes region-based annotations of a specific visual endometriosis manifestation: dark endometrial implants. Annotations are created for single video frames, which can contain multiple annotations. Each single annotation is exported as a pixel-based image mask: the annotated regions are colored, while the background is left black. Additionally a particular dataset augmentation is provided: ground truth annotations are tracked over time using the original videos. The tracking results are acquired via kernelized correlation filters (KCF). You are kindly requested to cite the original work that led to the creation of the dataset: https://doi.org/10.1007/s11042-021-11730-1. For the latest updates, please visit the dataset's homepage: http://ftp.itec.aau.at/datasets/ENID.
DOI: 10.15468/cbypmg
title: Reptiles del Perú

description: Se presentan los listados de los reptiles, elaborados en el marco del documento “Situación actual de las especies de anfibios y reptiles del Perú”. Este esfuerzo ha permitido identificar a 469 especies de reptiles, entre terrestres y acuáticos, distribuidas en territorio peruano. Estos resultados fueron corroborados con documentos relacionados a nomenclatura normalizada, adopciones de nuevas especies, revisión detallada de bibliografía especializada, especímenes de museos y centros de investigación, así como consultas con especialistas y gestores de los 3 niveles del gobierno.
DOI: 10.5281/zenodo.4570968
title: ENID - Endometrial Implants Dataset

description: ENID (ENdometrial Implants DAtaset) comprises 160 images taken from 100+ gynecologic laparoscopy surgeries and is purposefully created to be utilized for a variety of automatic content analysis problems in the context of Endometriosis recognition. ENID is the result of experiments on reorganizing previously published dataset GLENDA in terms of visual similarity. The dataset includes region-based annotations of a specific visual endometriosis manifestation: dark endometrial implants. Annotations are created for single video frames, which can contain multiple annotations. Each single annotation is exported as a pixel-based image mask: the annotated regions are colored, while the background is left black. Additionally a particular dataset augmentation is provided: ground truth annotations are tracked over time using the original videos. The tracking results are acquired via kernelized correlation filters (KCF). You are kindly requested to cite the original work that led to the creation of the dataset: https://doi.org/10.1007/s11042-021-11730-1. For the latest updates, please visit the dataset's homepage: http://ftp.itec.aau.at/datasets/ENID.
DOI: 10.15468/vf273p
title: Polysciadis (Araliaceae) species nova e Madagascaria in honorem Luciani Bernardii felsinei nominata

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lowry Ii, Porter P., Callmander, Martin W., Spichiger, Rodolphe (2020): Polysciadis (Araliaceae) species nova e Madagascaria in honorem Luciani Bernardii felsinei nominata. Candollea 75 (1): 107-114, DOI: 10.15553/c2020v751a11
DOI: 10.17632/n55f7xfx79.1
title: MLL-AF9 degradation induces rapid changes in transcriptional elongation and subsequent loss of an active chromatin landscape

description: Western blots and microscopy files associated with the manuscript by Olsen et al., "MLL-AF9 degradation induces rapid changes in transcriptional elongation and subsequent loss of an active chromatin landscape." The edited/annotated images can be found in the manuscript, the relevant Figure in the manuscript is indicated in the title of the image. All other relevant information is also included in the title of each file.
DOI: 10.17632/2znvfsdj3c.3
title: Rare Earth Element Resource Evaluation of Coal Byproducts: A Case Study from the Powder River Basin, Wyoming, Section 2.0 and 3.0 data

description: Data created during coal byproduct assessments in the Powder River Basin WY, and subsequently utilized in manuscript submission "Rare Earth Element Resource Evaluation of Coal Byproducts: A Case Study from the Powder River Basin, Wyoming". Submitted to Journal of Renewable & Sustainable Energy Reviews
DOI: 10.17632/5632yvtxpg.1
title: Hew & Lindell Psychologists' Cheek Bias Dataset

description: Hew and Lindell dataset for study examining posing biases in psychologists' professional portraits.
DOI: 10.17632/knphgvc6cr.1
title: Major US Electric Utility Climate Pledges Have The Potential to Collectively Reduce Power Sector Emissions by One-Third

description: This spreadsheet contains the input data, calculations, and associated figures that provide the basis for Godlevskaya, D., Galik, C., and Kaufman, N. (2021). Aggregate Emissions Implications of Major US Electric Utility Climate Pledges: The Potential to Reduce Power Sector Emissions by One-Third.
DOI: 10.17632/59c4jpj6gj.1
title: LINF_190020400

description: Tetratricopeptide repeat-containing protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/z6tft22mvp.1
title: supplemental Figures

description: supplemental figures for Kinetics of pepsin-induced hydrolysis and the coagulation of milk proteins
DOI: 10.17632/r83csstphc.1
title: Critically ill COVID-19 patients exhibit peripheral immune profiles predictive of mortality and reflective of SARS-COV-2 viral burden in the lung

description: Supplementary data in support of our analysis of peripheral blood and lower respiratory tract immune states in critically ill COVID-19 patients.
DOI: 10.17632/s3jkzbs98x.1
title: AA Placebo Supplementary Dataset

description: AA Placebo Systematic Review and Meta-Analysis Supplement
DOI: 10.17632/x9frhhy7d4.1
title: Serum Metabolome Alterations in Patients with Nonalcoholic Fatty Liver Disease 

description: Supplementary Data S1: In the negative mode the raw data of metabolites of all participants (149NAFLD and 149HCs).
Supplementary Data S2: In the positive mode the raw data of metabolites of all participants (149NAFLD and 149HCs).
Supplementary Data S3: Metabolites detected(100NAFLD and 100HCs) in the negative mode in the training set.
Supplementary Data S4: Metabolites detected in the positive mode in the training set(100NAFLD and 100HCs).
Supplementary Data S5: Differential metabolites between NAFLDs and healthy controls in discovery set.
Supplementary Data S6: Differential metabolites between NAFLDs and healthy controls in validation set.
Supplementary Data S7: Calculated data for volcanic maps.
Supplementary Data S8: Metabolite classification analysis.
Supplementary Data S9：metabolites correlation coefficient.
Supplementary Data S10：p-value of metabolites.
Supplementary Data S11：Brite A of KEGG brite Database.
Supplementary Data S12：Brite B of KEGG brite Database.
Supplementary Data S13：Brite C of KEGG brite Database.
Supplementary Data S14：KEGG metabolic pathway information sheet.
Supplementary Data S15：Results of differential metabolite KEGG enrichment analysis.
Supplementary Data S16：Results of KEGG pathway topological analysis of the differential metabolites.
Supplementary Data S17：32 serum metabolite markers
Supplementary Data S18：p-value of Spearman correlation analysis.
Supplementary Data S19：rho-value of Spearman correlation analysis.
DOI: 10.17632/xv5jwz3hhv.2
title: TCF7L2 dataset

description: TCF7L2 SNPs dataset
DOI: 10.17632/hxrtddggsx.2
title: Urban tree canopy has greater cooling effects in socially vulnerable communities in the US

description: This data is a geodatabase, which include the socioeconomic indicators and land surface temperature we used at blockgroup level for 38 cities in 2010
DOI: 10.3886/e124902v2-102078
title: The Costs and Benefits of Home Office during the Covid-19 Pandemic - Evidence from Infections and an Input-Output Model for Germany

description: We study the impact of working from home on (i) infection risk in German regions and (ii) output using an input-output (IO) model of the German economy. We find that working from home is very effective in reducing infection risk: regions whose industry structure allows for a larger fraction of work to be done from home experienced much fewer Covid-19 cases and fatalities. Moreover, confinement is significantly more costly in terms of induced output loss in regions where the share of workers who can work from home is lower. When phasing out confinement, home office should be maintained as long as possible, to allow those workers who cannot work from home to go back to work, while keeping infection risk minimal. Finally, systemic industries (with high multipliers and/or high value added per worker) should be given priority, especially those where home office is not possible. <br>
description: Smallest Geographic Unit: NUTS 2 (Regierungsbezirke)
DOI: 10.17632/2b5n75nn4t.1
title: Replication Files for "How Do Endowments Determine Trade? Quantifying the Output Mix, Factor Price, and Skill-Biased Technology Channels" by Peter Morrow and Daniel Trefler

description: Replication Files for "How Do Endowments Determine Trade? Quantifying the Output Mix, Factor Price, and Skill-Biased Technology Channels" by Peter Morrow and Daniel Trefler in the Journal of International Economics.
DOI: 10.17632/fmw97xwvdt.1
title: A Survey on Knowledge, Attitudes, and Practice About Antibiotic Prescribing and Resistance Among Medical Practitioners in Kenya

description: Antibiotic resistance is a growing global health threat worldwide and especially in developing countries. Irrational antibiotic prescription as well as lack of the requisite knowledge and awareness on proper antibiotic use are major drivers of antibiotic resistance. In Kenya, although the Ministry of Health has developed antibiotic use guidelines, these guidelines are not widely followed. Antibiotic prescription is, therefore, hugely at the discretion of the clinician. It is thus necessary to understand the knowledge, attitude, and practices (KAP) of antibiotic prescription among medical practitioners in the country. This study aimed to evaluate the knowledge, attitude, and practices (KAP) among antibiotic prescribers in three counties (Kiambu, Nakuru, and Bungoma) in Kenya. This was a cross-sectional study using a self-administered questionnaire. Simple descriptive statistics were used to generate frequencies, percentages, and proportions. Where necessary, univariate analyses such as Pearson’s Chi-Square were performed to compare proportions for statistical significance. The study used a structured self-administered questionnaire, which was developed in consultation with experts on antimicrobial resistance as well as previous studies (1). The survey instrument was a seven-part series questionnaire, with each series containing a set of questions intended to capture standardized responses. The questions ranged from those targeting general information responses to those that assessed knowledge, attitude, and practice in using antimicrobials. The first part entailed general questions on the number of years the respondent had worked since graduation from medical school, their current department, and designation. The second part comprised of the prescription pattern and the questions included frequency of prescribing antibiotics and use of antibiotic prescription guidelines when prescribing. The third part focused on the awareness and attitude on the current scope of antibiotic resistance while part four required the respondents to describe their confidence in antibiotic knowledge in prescribing and whether they consult their colleagues when prescribing. In part five, the source of information on antibiotic prescription and resistance was sought and part six aimed to know what guides their judgment when prescribing antibiotics. The last part included questions on the knowledge of antibiotic-resistant bacteria and the management of their infections. Both the data obtained and the questionnaire tool used to collect the data are shared.

References
1. Gitaka, Jesse, Moses Kamita, Dominic Mureithi, Davies Ndegwa, Moses Masika, Geoffrey Omuse, Moses Ngari et al. "Combating antibiotic resistance using guidelines and enhanced stewardship in Kenya: a protocol for an implementation science approach." BMJ open 10, no. 3 (2020): e030823.
DOI: 10.17632/82nwth6tv2.1
title: 1,192 Reported Sequences as of 16NOV2021 for the Coronavirus - Mu Variant in the USA /North America /Florida

description: USA / North America / Florida - Coronavirus; Mu Variant; Analysis of the Sequences as of 16NOV2021. Please keep in mind only PCR testing allows sequencing to be analyzed. Rapid testing sold over the counter is not included in analyzing the Mu Variant for the State of Florida.
DOI: 10.15468/q6qq53
title: Towards a revision of Pseudobombax Dugand (Malvaceae- Bombacoideae): typification of names published by E. Hassler and R. Chodat in the related genus Bombax L.

description: This dataset contains the digitized treatments in Plazi based on the original journal article de Carvalho-Sobrinho, Jefferson G., Ramella, Lorenzo, de Queiroz, Luciano P., Dorr, Laurence J. (2014): Towards a revision of Pseudobombax Dugand (Malvaceae- Bombacoideae): typification of names published by E. Hassler and R. Chodat in the related genus Bombax L. Candollea 69 (1): 93-99, DOI: 10.15553/c2014v691a12
DOI: 10.17632/s9cn8hx46g.1
title: Horse skribbing

description: In the field season of 2021, it was possible to record the phenomenon of horse scribbing (friction against the fence of the enclosure and its chewing).
Steppe zone of the South Urals, Russia. The border between Kazakhstan and Russia.
DOI: 10.6084/m9.figshare.13551434
title: Emotional labor multitasking performance

description: Reasearch database
DOI: 10.6084/m9.figshare.13551434.v1
title: Emotional labor multitasking performance

description: Reasearch database
DOI: 10.15468/zy24k5
title: Three new grass records for Madagascar

description: This dataset contains the digitized treatments in Plazi based on the original journal article Vorontsova, Maria S., Nanjarisoa, Olinirina Prisca, Besnard, Guillaume (2014): Three new grass records for Madagascar. Candollea 69 (1): 85-87, DOI: 10.15553/c2014v691a10
DOI: 10.5281/zenodo.5715381
title: Data for "The variation of flow and turbulence across the sediment–water interface"

description: See readme. Voermans, J. J., Ghisalberti, M., & Ivey, G. N. (2017). The variation of flow and turbulence across the sediment–water interface. Journal of Fluid Mechanics, 824, 413-437. Voermans, J. J., Ghisalberti, M., & Ivey, G. N. (2018). A model for mass transport across the sediment‐water interface. Water Resources Research, 54(4), 2799-2812. Voermans, J. J., Ghisalberti, M., & Ivey, G. N. (2018). The Hydrodynamic Response of the Sediment‐Water Interface to Coherent Turbulent Motions. Geophysical Research Letters, 45(19), 10-520.
DOI: 10.5281/zenodo.5715380
title: Data for "The variation of flow and turbulence across the sediment–water interface"

description: See readme. Voermans, J. J., Ghisalberti, M., & Ivey, G. N. (2017). The variation of flow and turbulence across the sediment–water interface. Journal of Fluid Mechanics, 824, 413-437. Voermans, J. J., Ghisalberti, M., & Ivey, G. N. (2018). A model for mass transport across the sediment‐water interface. Water Resources Research, 54(4), 2799-2812. Voermans, J. J., Ghisalberti, M., & Ivey, G. N. (2018). The Hydrodynamic Response of the Sediment‐Water Interface to Coherent Turbulent Motions. Geophysical Research Letters, 45(19), 10-520.