cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/g2xc3mxcgy
title: Data for: Trade integration and research and development investment as a proxy for idiosyncratic risk in the cross-section of stock returns

description: We compile raw data from the Datastream database for all stocks traded on the Tokyo Stock Exchance, Osaka Exchange, Fukuoka Stock Exchange, Nagoya Stock Exchange and Sapporo Securities Exchange. Particularly, we collect the following data series, on a monthly basis: (i) total return index (RI series), (ii) market value (MV series), (iii) market-to-book equity (PTBV series), and (iv) primary SIC codes. Following Griffing et al. (2010), we exclude non-common equity securities from Datastream data. Additionally, we remove all companies with less than 12 observations in RI series for the period under analysis. Hence, our sample comprises 5,627 stocks, considering all companies that started trading or were delisted in the period under analysis. We use the three-month Treasury Bill rate for Japan, as provided by the OECD database, as a proxy for the risk-free rate. Accordingly, the dataset comprises the following series: 1. Japan_25_Portfolios_MV_PTBV_M: Monthly returns for 25 size-book-to-market equity portfolios, following the Fama and French (1993) methodology. (Raw data source: Datastream database) 2. Japan_20_Portfolios_MOM_M: Monthly returns for 20 momentum portfolios rebalanced in June of each year. (Raw data source: Datastream database) 3. Japan_61_Portfolios_SECTOR_M: Monthly returns for 61 industry portfolios. (Raw data source: Datastream database) 4. Japan_RF_M: Three-month Treasury Bill rate for Japan. (Raw data source: OECD) 5. Japan_C_Q: Private final consumption expenditure, in national currency and constant prices, non-seasonally adjusted, for Japan. (Raw data source: OECD) 6. Japan_Trade_Y: Trade openness for Japan, as measured by the variation rate of exports plus imports. (Raw data source: OECD) 7. Japan_RD_Y: Variation rate of R&D investment for Japan. (Raw data source: OECD) 8. Japan_IK_Y: Investment-capital ratio for Japan., determined using the methodology suggested by Cochrane (1991) (Raw data source: OECD) 9. Japan_CCI_M: Consumer confidence index for Japan. (Raw data source: OECD) REFERENCES: Cochrane, J.H. (1991), Production-based asset pricing and the link between stock returns and economic fluctuations. The Journal of Finance, 46, 209-237. Fama, E. F. and French, K. R. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33, 3–56. Griffin, J. M., Kelly, P., and Nardari, F. (2010). Do market efficiency measures yield correct inferences? A comparison of developed and emerging markets. Review of Financial Studies, 23, 3225–3277.
DOI: 10.17632/g54vtzmtjd
title: Enhanced Arctic Stratification during Mid Pliocene Warm Period

description: This study proposes that the water column stratification strengthens at the Yermak Plateau during warmer periods of MPWP and weakened during colder periods based on the relative nutrient utilization at the surface. The relative nutrient utilization is reconstructed using nitrogen isotope (δ15N) of sedimentary organic matter (SOM), where we have also checked for the provenance and the burial diagenesis. The sediment core is collected during ODP expedition 151 from Hole 910C, Yermak Plateau, Arctic Ocean. The water column depth at the study site is 556.4 m. We have measured the δ15N values of SOM to reconstruct the relative nutrient utilization. The CaCO3 %, Mass accumulation rate of CaCO3 (MAR), and Ba/Al are used to reconstruct the surface water productivity. The carbon isotope (δ13C) and the elemental concentration (total organic carbon (TOC) and total nitrogen (TN)) of SOM are measured to determine the provenance and diagenetic alteration at the study site. The provenance of the organic matter is determined from δ13C versus C/N ratio. While, the diagenetic alteration is observed from the cross plot between δ15N vs TOC, TN, and C/N. From this data set, we found that the origin of the organic matter is mostly from the marine environment with a negligible diagenetic alteration. The high δ15N values with high productivity indicate the maximum consumption of nutrients during the interglacial periods, which suggests that the limited nutrient supply to the surface could be due to the strong stratification. Whereas during the colder period the low δ15N values with low productivity indicate low relative nutrient utilization and it implies the repletion of nutrient at the surface with new nitrate could be due to the weak stratification. This study finds that the strong stratification during the warmer period at the Yermak Plateau could be due to the freshening of the surface layer via more sea ice melt, river runoff and, net precipitation. The weak stratification during the colder period could be due to the lowering of salinity gradient due to brine rejection during sea ice formation.
DOI: 10.17632/wfsspy2gx8
title: PeerConf: A dataset for peer review aggregation

description: PaperConf is a dataset that contains various crucial information about peer reviews from several scientific conferences. These Peer reviews are collected from 5 different scientific conferences with the permission of the conference chairs of the respective conferences. The dataset contains a total of 3242 peer reviews of 1236 papers from multiple scientific conferences. The peer reviews contain important information like recommendation score, confidence score, the review given by the reviewer, the final decision and some identifying attributes. Features like paper title, paper abstract, author name etc. as well as the conference names are removed during dataset preparation in order to maintain the privacy of the authors and reviewers. The dataset can be used for training and testing Machine Learning models predicting acceptance decisions, Peer review summarization etc.
DOI: 10.17632/88vyk43czd
title: Effectiveness of Achieving ILOs in Self Regulated Learning Dataset

description: Effectiveness of Achieving ILOs in Self-Regulated Learning Dataset
DOI: 10.17632/kpxrhy5tj9
title: Isotopic and Trace Elemental Signatures in Ancient Anthropogenic Carbonate: Refining Radiocarbon Dating Sample Selection

description: Supplemental dataset of our study. The data includes carbon and oxygen isotopes, trace elements, radiocarbon dating, as well as XRD and FTIR spectral data.
DOI: 10.17632/yhdsztk82n
title: Dataset of Entrepreneurial Intention of University Students

description: This dataset contains information on entrepreneurial intention collected from university students in West Java who are enrolled in entrepreneurship programs. The data provides insights into the motivational and psychological factors influencing their entrepreneurial aspirations, as well as demographic information.

Attributes
Motivation: The level of motivation students have towards entrepreneurship (e.g., High, Low).
Expectation: The level of expectation about success in entrepreneurship (e.g., High, Low).
Risk Resistance: The students' ability to handle risks in entrepreneurship (e.g., Moderate, High).
Negative Attitudes: The extent of negative attitudes students have towards entrepreneurship.
Gender: The gender of the respondent (e.g., Male, Female).
Desire to start a business in the future: Students' intent to start a business in the future (e.g., Intend, Undecided).
Purpose
This dataset is intended for use in studying entrepreneurial intentions, including:

Identifying factors influencing entrepreneurial motivation and decisions.
Understanding gender differences in entrepreneurial attitudes.
Examining the role of education in shaping entrepreneurial expectations.

File Information
Format: Excel file (.xlsx)
DOI: 10.17632/8nf8jd2g8k
title: LINF_180017500

description: LYR domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/dhhkk73fcn
title: PCOS

description: pcos
DOI: 10.17632/y8b2gnxr6p
title: international visitors and low-paid jobs: Data for Mexico 

description: This dataset contains the rate of critical occupancy conditions, the real GDP and the number in international visitors. The objective is to analyze the impact of the international visitors on the rate of critical occupancy. 

This dataset also contains two EViews files. One contains the DOLS model, while the other contains the rate of critical occupancy conditions in monthly frequency data in order to obtain its trend via the Hodrick-Prescott filter.
DOI: 10.6084/m9.figshare.3514256.v1
title: Appendix B. Detailed molecular techniques used in prey DNA identification analyses.

description: Detailed molecular techniques used in prey DNA identification analyses.
DOI: 10.15468/dl.zr5rgw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((8.6827 2.71,8.9648 2.8113,8.9648 10.8496,-0.0352 10.8496,-0.0352 5.0957,0.3816 5.278,1.1532 5.3393,1.5603 5.6976,3.8925 5.9309,4.2618 5.8773,4.5416 5.6356,5.1549 4.4105,5.7546 3.8683,6.2396 3.7859,8.2757 4.0386,7.9361 3.4903,8.1439 2.8795,8.6827 2.71))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012912-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.14776692.v1
title: Medical students’ quality of life and its association with harassment and social support

description: <b>Abstract</b> <b><i>Objectives</i></b><b>: </b>To explore the associations between self-reported quality of life (QoL) and harassment and the potential moderating effect of social support.<b> </b> <b><i>Design</i></b><b>: </b>Senior medical students were invited to participate in a survey consisting of a background section, the world health organisation QoL questionnaire (New Zealand version), a version of the generalized workplace harassment questionnaire, and the multidimensional scale of perceived social support. A series of multivariate statistical analyses were conducted. <b><i>Results</i></b><b>: </b>Two hundred and five students completed the online survey (response rate = 25%). The findings indicated a high incidence of verbal (90%) and covert harassment (87%), with relatively low levels of physical harassment (6%) and manipulation (6%). The correlational analyses indicated that low levels of QoL were associated with high levels of verbal and covert harassment and high levels of social support were directly associated with high levels of QoL. The moderation models indicated that social support conditionally influences the impact of verbal and covert harassment on social and psychological QoL. <b><i>Conclusions</i></b><b>: </b>These findings imply that medical students experiencing harassment in clinical learning environments likely experienced lowered levels of QoL. Social support may moderate, in certain instances, the adverse impact of harassment on QoL.<b> </b>
DOI: 10.17632/9hdvznfzvs
title: Self-consistent RPA calculations with Skyrme-type interactions: The skyrme_rpa program

description: Abstract Random Phase Approximation (RPA) calculations are nowadays an indispensable tool in nuclear physics studies. We present here a complete version implemented with Skyrme-type interactions, with the spherical symmetry assumption, that can be used in cases where the effects of pairing correlations and of deformation can be ignored. The full self-consistency between the Hartree–Fock mean field and the RPA excitations is enforced, and it is numerically controlled by comparison with energy-weighted ... Title of program: skyrme_rpa (v 1.00) Catalogue Id: AENF_v1_0 Nature of problem Systematic observations of excitation properties in finite nuclear systems can lead to improved knowledge of the nuclear matter equation of state as well as a better understanding of the effective interaction in the medium. This is the case of the nuclear giant resonances and low-lying collective excitations, which can be described as small amplitude collective motions in the framework of the Random Phase Approximation (RPA). This work provides a tool where one starts from an assumed form of nuc ... Versions of this program held in the CPC repository in Mendeley Data AENF_v1_0; skyrme_rpa (v 1.00); 10.1016/j.cpc.2012.07.016 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/69shd7b46g
title: Raw data of article “Transcranial near infrared therapy reprograms metabolism to rescue sleep and place cell functionality” published in iScience (2025)

description: This dataset contains supplementary tables (Table S2 and Table S5) from the article:
Dong et al. (2025)
Transcranial near infrared therapy reprograms metabolism to rescue sleep and place cell functionality, published in iScience.

Included files:

Table S2_Differentially_Abundant_Metabolites.xlsx: contains metabolomics-based comparison of significantly altered metabolites across control, sleep deprivation (SD), and tNIR-treated groups.

Table S5_Ion_Levels_Comparison_by_Group.xlsx: presents quantified ionomic profiles across experimental groups, highlighting ionic dysregulation and recovery patterns.
DOI: 10.17632/m7s79xyy6z
title: Retrospective analysis of ten year import data of Pacific white shrimp brooders to India

description: The Pacific white shrimp, Penaeus vannamei is an exotic shrimp species cultured in India and a predominant item in the Indian export basket. Commercial culture of P. vannamei was introduced in India, in the year 2009 with the establishment of a dedicated Centralized Shrimp Quarantine unit, called the Aquatic Quarantine Facility (AQF). The role of this facility is to quarantine the specific pathogen free (SPF) shrimp brooders imported by the shrimp hatcheries in the country from empanelled overseas broodstock suppliers. The dataset provided in the article is on the shrimp imports into the country during each quarter period, in the span of last ten years. Imports by different broodstock suppliers recorded during the ten year period are furnished. The data can be utilized for modelling sustainable vannamei farming in the country without compromising loss in shrimp production and export revenue.
DOI: 10.17632/my3xfgmrb5
title: Hypergravity Exposed Lepidium Sativum Data

description: This data set is from an experiment to expose Lepidium Sativum seeds to a hypergravity environment of 2g for 8 days. The data includes samples from four runs in a centrifuge, along with data from four control sets exposed to identical environmental conditions with only 1g of gravity. This data includes the raw data of the measurements in both xlsx and PDF format, a table of the rata, and an image depicting the centrifuge used for the experiment.
DOI: 10.17632/np2573yv7w
title: Daily Methane Emission and Agronomic Data of Rice Cultivars in Latin America and the Caribbean for 2019 

description: This is the data collected for daily methane emission, root and yield attributes of four (4) rice cultivars under irrigated systems in Latin America and the Caribbean (LAC). The experiment was conducted at the International Center for Tropical Agriculture (CIAT), Palmira, Colombia in 2019; to determine which of the cultivars produce less methane without grain yield compromise. Data were collected to generate information on the role of the root and yield attributes towards methane mitigation strategy under irrigated system. The data is been processed for manuscript publication.
DOI: 10.17632/9d89vjcghv
title: SIMPD V1: South Indian Medicinal Plants dataset (Version 1)

description: Automated plant recognition in real-time, wild settings presents a significant challenge in both botanical taxonomy and computer vision. Existing databases of medicinal plants are typically designed for specific plant classes and are often created in controlled laboratory environments with plain white backgrounds. Traditional handcrafted feature engineering is inadequate for handling large-scale datasets consisting of unconstrained images.
Furthermore, existing datasets lack mobile-based plant images captured in natural scenes, and they exhibit significant variability depending on contributors, camera types, geographic locations, seasonal variations, and individual plant characteristics. To address this gap, a new database of medicinal plants found in the wild has been developed.
This dataset, named South Indian Medicinal Plants (SIMP) Dataset Version 1, comprises 2,503 images collected from various locations in and around Tirunelveli. The SIMP dataset includes 20 different classes of medicinal plants, encompassing herbs, shrubs, creepers, climbers, wild plants, and trees.
DOI: 10.17632/nnbt4x86zr
title: Excessive MYC-topoisome activity triggers acute DNA-damage, MYC-degradation and replacement by a p53-topoisome

description: Raw data for Das et al., Molecular Cell :
- Phosphorimager image files (.tif) (black and white) corresponding to western blot gels and description of each Figure was provided as a seperate pdf file ( inside the same folder; e.g. named as info for respective figure) for better understanding. 
Confocal images (.tif) were also provided for respective figures along with the info folder.
DOI: 10.17632/yjkykp3vms
title: Relocated hypocenters in the NMSZ and parameters of modeled planes 

description: The intraplate New Madrid Seismic Zone (NMSZ) is located in the northern Mississippi Embayment and over 200 earthquakes are recorded every year. We relocated 4131 hypocenters for earthquakes occurring between 2000 and 2019 using the HypoDD SVD relocation technique. The input catalog data are broadband data obtained from the Center for Earthquake Research and Information (CERI) earthquake catalog. We used earthquakes recorded from Jan 1st, 2000 to Dec 31st, 2019 within an area from 35.5 𝑁 to 36.9 𝑁 and from 90.6 𝑊 to 89.2 𝑊. This dataset includes 4568 earthquakes recorded by 314 stations.

A detailed description of the format of svd.reloc file is presented in Waldhauser (2001), USGS Open File Report 01-113.

Folders 'NP', 'RFP', and 'AFP' contain the OADC analysis simulation results for the northern part, Reelfoot fault part, and axial fault part of NMSZ respectively. Text files are log files of simulations that failed to converge. '.mat' files are binary MATLAB files that store the workspace variables of successfully converged simulations.

The NMSZ_31_fault_planes.parameters file contains the parameters of the resulted 31 fault planes from our research. Measurements of X, Y, and Z in this file are the distances from the origin located at 36.5 𝑁, 90 𝑊 in kilometers.
DOI: 10.17632/8bxvc9xtdm
title: Data for: WHAT DRIVES INDIAN AIRLINES OPERATIONAL EXPENSE: AN ECONOMETRIC MODEL
DOI: 10.17632/38wfwc763h
title: GC-MS/MS Analysis of Peperomia Extract for JTCM

description: GC-MS/MS Analysis of Peperomia Extract for JTCM both Ethyl Acetate and Ethanol Extract
DOI: 10.17632/53msmtff79
title: Survey Data on Payment Methods and Overspending Among Young Consumers

description: This dataset contains survey responses from Indonesian college students, capturing various aspects of payment behavior, financial literacy, and demographic information.
DOI: 10.17632/d85cbd4d6y
title: Bayreuth Festspielhaus measured and virtual BRIRs, Sketchup model

description: Virtual reproduction of Bayreuth Festspielhaus (BF) through a geometrical model of the theatre, which includes the material properties found after acoustic calibration procedures. A whole virtual orchestra of about 110 elements and a loudspeaker orchestra (and soloist/choirs) was simulated in Odeon v.12. BRIRs (Binaural Room Impulse Responses) for 3 receivers in the stalls of BF were rendered with and without the audience. Measured BRIRs (in unoccupied condition) are also included (recorded in September 2014, custom dodecahedron as a sound source and Schoeps KFM6 as a binaural microphone).

If you use data from dataset please cite the following:
D. D’Orazio et al. The aesthetics of the Bayreuth Festspielhaus explained by means of acoustic measurements and simulations, Journal of Cultural Heritage, 34, November–December 2018, 151-158, https://doi.org/10.1016/j.culher.2018.03.003
DOI: 10.17632/js65tnkvk6
title: Data for: In situ LA-ICP-MS study of garnets in the Makeng Fe skarn deposit, eastern China: fluctuating fluid flow, ore-forming conditions and implication for mineral exploration
DOI: 10.17632/7pw9x424sm
title: Supplemental table. Criteria used for direct immunofluorescence pattern classification.

description: Supplemental table. Criteria used for direct immunofluorescence pattern classification.
DOI: 10.17632/8gx2fvg2k6
title: DataCo SMART SUPPLY CHAIN FOR BIG DATA ANALYSIS

description: A DataSet of Supply Chains used by the company DataCo Global was used for the analysis. Dataset of Supply Chain , which allows the use of Machine Learning Algorithms and R Software. Areas of important registered activities : Provisioning , Production , Sales , Commercial Distribution.It also allows the correlation of Structured Data with Unstructured Data for knowledge generation. Type Data : Structured Data : DataCoSupplyChainDataset.csv Unstructured Data : tokenized_access_logs.csv (Clickstream) Types of Products : Clothing , Sports , and Electronic Supplies Additionally it is attached in another file called DescriptionDataCoSupplyChain.csv, the description of each of the variables of the DataCoSupplyChainDatasetc.csv.
DOI: 10.17632/67r8fgpgks
title: Reproduction code for Sovereign Debt and Credit Default Swaps

description: Reproduction code for Sovereign Debt and Credit Default Swaps, conditionally accepted at the Journal of International Economics
DOI: 10.17632/jnx89bmv4s
title: BARseq2 in M1 and A1

description: BARseq2 in M1 and A1. Including processed projection data, in situ sequencing data, and analysis scripts. Also include helper files needed to run the scripts. Accompanying Sun et al., 2021 Nat Neurosci
DOI: 10.17632/4g27bfgwxj
title: Data for: Vulcanization, interfacial interaction, and dynamic mechanical properties of in-situ organic amino modified kaolinite/SBR nanocomposites based on latex compounding method

description:  Latex compounding method can be used to prepare highly dispersed kaolinite/SBR nanocomposites.  Amino group can effectively accelerate the vulcanization process.  Kaolinite modified with KH892 displays strong interfacial interaction with rubber.
DOI: 10.6084/m9.figshare.14582805.v1
title: NIPT_RT_PCR_data

description: The raw data as part of the submission to BMC Medical Genomics.