cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/sctb55k5y3
title: Joyful learning training evaluation research data

description: Contains data used in evaluating joyful learning design training integrated with the use of IT to support distance learning during the COVID-19 pandemic
DOI: 10.17632/yvjk3p4f5w
title: Data for: Macroscopic Kinetics of Melt Crystallization of Caprolactam

description: There are four data sheets in this file. This table 1 is the raw data for the determination of the thermal conductivity of caprolactam. The Table 2 shows some dimensionless parameters for data processing during the growth of the crystal layer. The Table 3 is the nonlinear correlation coefficient between the experimental value and the fitting value of the crystal layer diameter and the refrigerant temperature change, and The Table 4 is the nonlinear correlation coefficient between the experimental value and the fitting value of the crystal layer diameter as a function of the temperature drop rate.
DOI: 10.17632/pz9jpjtf7f
title: Fish and Fish Part Detection

description: This dataset is an enhancement version of the dataset used in [1], containing 600 images with 4486 annotations. The annotations for objects detected are fish heads, 1602 fishtails, and 1004 intact fish. It is used for object detection experiments using the YOLO model. Furthermore, it can be used for other models by first converting annotations to the required format.

[1] Prasetyo, E., Suciati, N., Fatichah, C., 2021. Yolov4-tiny and Spatial Pyramid Pooling for Detecting Head and Tail of Fish, in: International Conference on Artificial Intelligence and Computer Science Technology (ICAICST). pp. 157–161, doi: 10.1109/ICAICST53116.2021.9497822.

For use this dataset, please cite the following related articles:

Prasetyo, E., Suciati, N., Fatichah, C., 2022. Yolov4-tiny with Wing Convolution Layer for Detecting Fish Body Part. Computers and Electronics in Agriculture.
DOI: 10.6084/m9.figshare.24298225.v1
title: wrinkle_angle_datasets

description: Dataset of cloth folds and corner points, including labels for cloth folds and corner points.
DOI: 10.17632/5699hyhccj
title: The data of paper “Calcium Overload and Apoptosis in Mitochondrial Pathways under Ischemia, Hypoxia, and Epilepsy-Like Conditions in an In Vitro Study”

description: The data are used for peer review.
DOI: 10.17632/mk359z4y7m
title: Data for: The Fragility of Statistically Significant Results in Otolaryngology Randomized Trials

description: This is the data that was used for the paper entitled, 'The Fragility of Statistically Significant Results in Otolaryngology Randomized Trials"
DOI: 10.17632/t3zzhkxhf4
title: Survey data of Muang Fai, a traditional communal water irrigation system in Northern Thailand

description: This dataset contains the result of a survey of farmers practicing Muang fai, a hundred-years old communal irrigation system in Northern Thailand. The muang fai is governed by a set of pre-established rules which, to a large extent, resemble Ostrom’s (1990) well-known principles of effective common property resources. As the technology of alternative irrigation, such as groundwater pumping technology, becomes more affordable, the future of this long-held tradition, including its knowledge about its characteristics can be at risk. The target population of the survey was the group of Longan farmers who are located within the 12 villages that are engaged in muang fai Sop Rong in Chiang Mai Province, Northern Thailand. We specifically collected information on irrigation practices, farmland characteristics and socio-economic variables from 570 longan (their main crops) farmer households. Half of these farmers practice Muang fai, another half practice undergound pumping irrigation. Irrigation information collected includes type of irrigation (surface or underground), volume and frequency of water uses, type of pumps (if using pumps). Farming characteristics collected includes volume and value of the harvests, land size, and distance to irrigation canal. Socioeconomic characteristics included among others are farmers income, expenditure, education, off-farm employment and muang-fai membership. We also include GPS-coordinate (geo-code) of the location of the each farmland.  This dataset can be a source of baseline information for future research as well as help preserve the knowledge of this tradition.
DOI: 10.17632/4dddp7dpt8
title: Supplement to Arbeláez-Mejía et al EVOO Sensory and Decision-Making Processes 2025

description: Supplementary materials, including raw participant data, English language detailed task instructions, supplement of: "Dynamics of Sensory and Decision-Making Processes in the Evaluation of Extra Virgin Olive Oil by a Consumer Tasting Panel"
Sonia M. Arbeláez-Mejía, Juan M. Rosas, & Manuel M. Ramos-Álvarez
DOI: 10.17632/6n27597vdf
title: Cerebellar control of targeted tongue movements

description: Data repository for paper "Cerebellar control of targeted tongue movements", Bina et al., 2025, JPHYS
DOI: 10.17632/98tkbtcn3w
title: The Peptidyl Arginine Deiminase 4 (PAD4) inhibitor GSK484 diminishes Neutrophil Extracellular Trap (NET) density in the colon mucosa but fails to improve clinical and inflammatory biomarkers in experimental ulcerative colitis

description: This is the data repository for the manuscript titled: "The Peptidyl Arginine Deiminase 4 (PAD4) inhibitor GSK484 diminishes Neutrophil Extracellular Trap (NET) density in the colon mucosa but fails to improve clinical and inflammatory biomarkers in experimental ulcerative colitis".
DOI: 10.17632/fp8v2f5nm9
title: Associations between health biomarkers and fertility - supplemental material

description: Associations between serum health biomarker concentrations and reproductive performance, accounting for milk yield, in pasture-based Holstein cows in south-eastern Australia Supplemental material comprising: - Table S1. Distributions of calving to sampling intervals and calving to mating start date intervals for lactations used for biomarker descriptive statistics, and for lactations used to assess associations between each biomarker and each of reproductive performance and milk yield. - Table S2. Distributions of cow ages at calving for lactations used for biomarker descriptive statistics, and for lactations used to assess associations between each biomarker and each of reproductive performance and milk yield. - Table S3. Distributions of calving systems for lactations used for biomarker descriptive statistics, and for lactations used to assess associations between each biomarker and each of reproductive performance and milk yield. - Table S4. Associations between serum biomarker concentration and mating start date to conception intervals in pasture-based Holstein cows for biomarker concentration measured at 5, 17 and 29 d after calving when interaction between biomarker concentration and calving to sampling interval is fitted. - Figure S1. Relationships between serum biomarker concentrations measured ≤ 30 d after calving and hazard of conception from mating start date in pasture-based Holstein cows.
DOI: 10.17632/vxwb2rr6m7
title: Data for: Biochar as a filler in glassfiber reinforced composites: Experimental Study of Thermal and Mechanical Properties

description: BET analysis of biochar and activated charcoal
DOI: 10.17632/w55pczp59y
title: Rwanda Soil Symphony

description: The "Soil Symphony" dataset is a treasure trove of information for agronomists, researchers, and data enthusiasts seeking to unravel the intricate connection between soil properties and the flourishing of various crops. It comprises a collection of soil samples, each meticulously analyzed for key nutrient levels, pH, electrical conductivity, and the presence of essential micronutrients.
DOI: 10.17632/wb726rjw2f
title: risk information disclosure and corporate innovation

description: 我的解释变量是年报风险信息披露；被解释变量为企业创新。年报风险信息披露是用爬虫爬取的年报风险关键词数量来衡量；企业创新是由公司专利申请数量与专利被引用数量来衡量。
DOI: 10.17632/gvxxr8j62w
title: Full Daytime Sub-ambient Radiative Cooling in Commercial-like Paints with High Figure of Merit. X. Li et al
DOI: 10.17632/kphtgxn3ff
title: A Real-Time Shelf-Life Estimation Model

description: A Shelf-Life Estimation Model built in MATLAB for fresh fruits and vegetables. The model can accept any temperature history, whether simulated or provided by a temperature sensor,  and can account for passively-created modified atmospheres. It has been validated experimentally and found to be most accurate for unsealed non-climacteric products. Much effort has been put into making the model setup process as user-friendly as possible as a user manual has been provided.
DOI: 10.6084/m9.figshare.21625907.v2
title: Sequence data

description: We assessed the gut microbiota diversity in MPTP-treated mice by 16S rRNA sequencing.
DOI: 10.17632/2b3twfpr37
title: Characterizing Immunostimulatory Lipids in Drosophila melanogaster

description: Raw data for the manuscript entitled: Characterizing Immunostimulatory Lipids in Drosophila melanogaster
DOI: 10.17632/bk448r8vfy
title: Cross-national dataset from Chile, Spain, Venezuela and Colombia to analyze the meanings students attribute to the pedagogical authority of teachers

description: This dataset includes the answers of 913 university students from 4 different Ibero-American countries (Spain, Chile, Colombia and Venezuela) to a set of questions related to the perception of teachers as authority figures. These questions constitute the 17 items that make up the Scale of Pedagogical Authority Meanings in the Classroom. As a result of the psychometric properties evaluation, a list of the components of each factor has been established: a) Closeness and Empathy (composed by 6 items): Being nice Teaching in an entertaining way Being cool Being friendly with students Being democratic in the classroom Having an outgoing personality b) Teaching and Respect (4 items) Teaching in a clear way Possessing a deep knowledge of the subject Being intelligent Being respectful with students c) Gender of the teacher (2 items) Being a woman Being a man d) Character, Demand and Experience (4 items) Possessing much professional experience Having a strong character Teaching an important subject Applying sanctions relentlessly
DOI: 10.17632/znj4vhjs7h
title: Career and Job Engagement of National Service Persons

description: This data was obtained from national service persons (NSPs) in Ghana to examine the influence of organizational and personal resources on their career and job engagement. Using PLS-SEM procedures, it was established that job support (organizational resource) influences career planning, career engagement and career orientation. Career planning and career orientation (personal resources) influenced career engagement and job engagement. additionally, career engagement influenced job engagement and played a mediating role. An IPMA showed career engagement and job support as the two most important factors in the job engagement of NSPs, but the best performing factor was career orientation.
DOI: 10.6084/m9.figshare.28645199.v1
title: Genome-wide scan for runs of homozygosity identifies candidate genes in Sujiang pigs

description: The Sujiang pig is a synthetic breed that was derived from Chinese Jiangquhai pigs, Fengjing pigs and Western Duroc pigs. In this study, we estimated the genetic diversity and inbreeding level to shed insight into the continuous selection and improvement of Sujiang pigs.
DOI: 10.6084/m9.figshare.28888880.v3
title: Collected and curated data for research

description: Data for research XX<br>DOI:<br>Notice: file of filter_pan_cancer can be download from 10.6084/m9.figshare.28889885
DOI: 10.17632/5zjgxfmrmn
title: Data for: Chromatographic purification of Ca and Mg from biological and geological samples for isotope analysis by MC-ICP-MS

description: Ca and Mg isotope data
DOI: 10.17632/6vvck7j4cy
title: Managerial Decisions and Team Performance: Evidence from Professional Elite Soccer

description: How do managerial tactical choices influence team performance? Using detailed tournament data from four sources on 76 distinct managers coaching 34 teams in 1,580 matches covering ten seasons of the Italian male soccer premier league (“Serie A”), we provide field evidence on the impact of managerial perseverance in playing style and risk aversion on team performance. We document that managers’ perseverance is positively related to team outcomes. Our core findings are robust to a battery of checks. By shedding light on key features of decision-making in a high-powered incentives industry where managers receive frequent feedback, our results corroborate and help qualify the “managers matter” view advanced in prior research.
DOI: 10.17632/d4kjmbcjbf
title: Are You Sure That’s What Happened? Women Perceived as Unreliable Narrators in Carmen Maria Machado’s In The Dream House

description: In her memoir In the Dream House, Carmen Maria Machado explores the complexities of narrating trauma, particularly in the context of queer, abusive relationships. Traditionally viewed as reliable storytellers, women's accounts of abuse are often met with skepticism, prompting Machado to interrogate the societal perceptions that brand her narrative as unreliable. Through a shifting narrative perspective that oscillates between first and second person, Machado invites readers into her fragmented memories, effectively capturing the disconnection and disorientation of trauma. This introspective structure serves not only to illustrate her personal experience but also to emphasize the broader cultural tendency to dismiss women's voices. By employing concepts from narratology and trauma theory, Machado reveals how her storytelling reflects the intricacies of memory and identity, ultimately questioning why women's truths are scrutinized. The memoir acts as a powerful commentary on the need for empathy and understanding in recounting experiences of abuse, challenging the audience to acknowledge the validity of women's narratives and recognize the impact of societal biases. Through her artful blend of genres and perspectives, Machado fosters a deeper connection with her readers, urging them to confront the uncomfortable realities faced by women in their own lives.
DOI: 10.17632/f9wtj7s9b8
title: A dataset on the sensory and affective perception of Bordeaux and Rioja red wines collected from French and Spanish consumers at home and international wine students in the lab.

description: This dataset provides temporal sensory descriptions and affective answers for red wines: two Bordeaux and two Riojas. The wines were tasted at home by French (FR, n=106) and Spanish (SP, n=98) consumers and in the lab by wine students (WC, n=47). Standardized information was displayed on the samples (country and region of origin, name, producer, vintage, alcohol degree). The FR and SP panels were split into three groups, the first having no rating information, the second having expert rating information (based on Wine Advocate ratings), and the third having consumer rating information (based on online Vinino reviews). The participants first rated their expected liking for the four wines. Then, for each wine sample, they had (in order) to taste the sample while being video recorded, rate their liking, temporally describe the sequence of sensations they perceived using Free-Comment Attack-Evolution-Finish, answer several questions about familiarity and quality perception, and declare their willingness to pay (reserve price). Then, they had to rank the four wines according to their quality. General questions about wine involvement, subjective wine knowledge, valuation behaviour, purchasing, and consumption patterns were asked. Finally, an auction was resolved: participants declaring a reserve price greater than the drawn price won a bottle. The data were used to assess the influence of culture and expertise on temporal sensory evaluations in an article entitled “Using Free-Comment to investigate expertise and cultural differences in wine sensory description”. The data can be reused by researchers interested in studying the impact of external information on preferences and choices or investigating the sensory drivers of liking.
DOI: 10.17632/xp3hrmywfm
title: Multilingual Character Recognition Dataset for Moroccan Official Documents

description: the printed dataset with standard fonts of the characters that are used in Moroccan official documents are not available in internet with open-source license, specially Tifinagh and Arabic languages, which made us build new raw dataset, where we collected the most used fonts, then based on them we built 6 datasets; which is: Alphabet (contains the alphabet for a to z in lowercase and uppercase), digits (contains the numbers from 0 to 9), Arabic (contains the whole letters), Tifinagh (contains the all Tifinagh letters), French special characters such as “à, é, ç, è…” (contains the all special characters of French language), Symbols such as “?, !, (, )…”, in order to make a data augmentation, we generate more than one character with the same font.
DOI: 10.6084/m9.figshare.14839650.v1
title: leaderboardMI

description: leaderboardMI S1 Training Example data with label Testing Data that you need to predict, without label …
DOI: 10.17632/6bhm5zbs7f
title: Latvian Used-car Market Announcements Monitoring in 2023

description: Used-car market monitoring was started in 2018, 03 January, when Federal Administrative Court in Leipzig (Germany) allowed cities and communes in Germany to impose bans for diesel cars in order to reduce the level of nitric oxide in the air. This data-set represent 6th year of market monitoring, 2023. This research represent passenger vehicles only. Database represent main important used cars characteristics at the market such as price, motor type (diesel and so un), gearbox type, auto color, car body type, following technical inspection date, set of car. The 2023 year database analysis results shows changes in the used-car market taking into account pan-European trends towards increasing requirements for environmentally friendly cars. In subsequent years, the research will continue, given the increasing need to switch completely to zero emission transport in the EU.
DOI: 10.17632/6fsrsk3mb8
title: Dengue Fever Hematological Dataset: Clinical Insights for Improved Diagnosis and Patient Management

description: Data were collected from 1,523 patients at Jamalpur 250-Bedded General Hospital in Jamalpur, Bangladesh, from February 10, 2024, to September 27, 2024, following ethical guidelines with patient confidentiality protected. Each patient’s clinical and hematological profile was meticulously recorded to ensure a detailed representation of dengue's impact on hematological parameters. The dataset contains detailed hematological data of patients diagnosed with dengue fever, focusing on parameters that are crucial for diagnosis and severity assessment. It includes comprehensive blood indices like hemoglobin, total and differential white blood cell counts, RBC, and platelet counts, among others. Such data are critical for refining diagnostic criteria and developing predictive models for early detection and severity classification of dengue cases, potentially improving patient outcomes through timely interventions.


Clinical Parameters Included:

Age: Patient’s age (in years).
Gender: Male or Female.
Hemoglobin (g/dL): Levels of hemoglobin in blood.
Neutrophils (%), Lymphocytes (%), Monocytes (%): White blood cell counts.
RBC: Total red blood cells.
Hematocrit (HCT): Proportion of blood volume occupied by RBCs.
MCV (fL), MCH (pg), MCHC (g/dL): Red blood cell indices.
RDW-CV (%): Red cell distribution width.
Platelet Count (x10^3/µL): Total platelets in the blood.
PDW (%): Platelet distribution width.
MPV (fL): Mean platelet volume.
PCT (%): Plateletcrit, percentage of blood occupied by platelets.
WBC Count (x10^3/µL): Total white blood cells.
Result: Dengue test result (Positive/Negative).


Dataset Structure
Format: CSV
Rows: 1,523 (individual patient records)
Columns: 19 (including clinical and demographic characteristics)
DOI: 10.17632/75gdwhpsfr
title: Immigration Impact Analysis on Unemployment and Employment Based on System GMM Estimation: Some evidence for the UK

description: 1. The raw data is compressed in a zip file named data_2.
2. The data for analysis is aggregated in an excel file named analysis_uk_v2.
3. The software used for the econometric analysis was STATA 17.
DOI: 10.17632/gspc9r73r5
title: FRET-MC: a fluorescence melting competition assay for studying G4 structures in vitro

description: Raw FRET-melting, UV-melting and biophysical characterizations (CD/TDS/IDS). Note: Raw FRET-melting curves of test set are belong to another work and were mixed with FRET-MC results of other sequences what were not discussed in this paper, for this part we only showed the data for drawing. Note files provided experiment date and the meaning of batch.
DOI: 10.6084/m9.figshare.4052322.v3
title: Neutrophil tracking in cerebral ischemia

description: Includes all in vivo NIRF raw data used for the manuscript "Non-invasive near infrared fluorescence imaging of the neutrophil response in a mouse model of transient cerebral ischemia" published in JCBFM with the article number 676825 and the DOI: 10.1177/0271678X16676825<br><br>For histological images/data or FACS data please contact the authors. <br>
DOI: 10.6084/m9.figshare.29194403.v1
title: EEGPT-Calibry-PhysioNetP300-epoch=00-valid_loss=0.22_lora_only.ckpt

description: Dataset: PhysioNetP300<br>
DOI: 10.17632/28zbsynrfm
title: Photosynthesis rate and photosynthetic factors measurements of greenhouse tomato

description: On field leaf measurements with a LI-6400XT Portable Photosynthesis System and OPEN software version 6.2 of green house tomato (Lycopersicum esculentum)
DOI: 10.17632/jf429jpgwt
title: Data for: Clinical characteristics, types and complications of diabetics with young age at the onset ( 14 to 25 years).

description: Clinical characteristics, types and complications of diabetes with young age at the onset (14 to 25 years). Age at the onset of diabetes, type of diabetes, family history, presence of osmotic symptoms and ketosis, BMI and complications like hypertension, nephropathy and neuropathy were noted.
DOI: 10.6084/m9.figshare.29175257.v1
title: List of selected samples of <i>Crocallis</i> and related genera <i>Scodiomima</i> and <i>Dzhugesia</i> with DNA barcodes involved in Bayesian analysis Zootaxa

description: A series of geometrid moths from the little-known genus <i>Dzhugesia</i> Wehrli, 1936 were collected in southern Iran (Kerman Province).<b> </b>Both morphological characters and DNA barcoding confirm that the examined specimens represent a new species, herein described as <i>D. alierfani</i><b> </b>Makhov et Kamyab<b> sp. nov.</b> Additional remarks on the diagnosis of the genus <i>Dzhugesia</i> are also provided. The relationships of <i>Dzhugesia </i>and closely related genera <i>Crocallis</i> Treitschke and <i>Scodiomima </i>Staudinger, 1892 are discussed. The erroneous species association of the sample whose DNA barcode was published in the BOLD Systems database is corrected. This is the first record of the genus <i>Dzhugesia</i> from Iran.
DOI: 10.17632/s9mt3tmrrw
title: Impact of Instagram Influencer on consumer buying behaviour

description: This data contains the responses of 391 respondents.
DOI: 10.17632/vyz55cjjtp
title: U-shape and V-shape crack detection in a cantilever beam

description: Dataset for crack detection in a cantilever beam for U-shape and V-shape.

Attributes:
a/H = Ratio between depth of the crack and the depth of the beam.													
L1/L= Ratio between the distance of the crack from the fixed end and length of the beam.													
fr1 = first relative frequency ratio (ratio between first frequency of cracked beam and first frequency of un-													
cracked beam)													
fr2  = second  relative  frequency ratio  (ratio  between  second  frequency  of cracked beam  and  second													
frequency of un-cracked beam)													
fr3 = third relative frequency ratio (ratio between third frequency of cracked beam and third frequency of													
un-cracked beam)