cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/42gpftmxdh.1
title: Association between genetic indexes and the incidence of claw horn lesions and lameness in Holstein cows

description: Results from additional analysis to accompany Barden M, Anagnostopoulos A, Griffiths BE, Bedford C, Winters M, Li B, Coffey M, Psifidi A, Banos G, Oikonomou G. Association between a genetic index for lameness resistance and the incidence of claw horn lesions in Holstein cows. Vet Rec. 2022 Jul;191(1):e1632. doi: 10.1002/vetr.1632. Epub 2022 Apr 25. PMID: 35468242. Logistic regression models were fit for four outcomes: sole haemorrhage, sole ulcer, white line disease, and lameness. Explanatory variables were parity and herd in addition to each published predicted transmitting ability (PTA) for dairy cows in the UK. Each PTA was fit in separate models, after being scaled to have a unit of one standard deviation. Results are presented at odds ratios with 95% confidence intervals.
DOI: 10.17632/wxbcdbtwm6.1
title: No evidence for a genetic causal relationship between Helicobacter Pylori infection and rosacea: A 2-Sample Mendelian randomization study

description: No evidence for a genetic causal relationship between Helicobacter Pylori infection and rosacea: A 2-Sample Mendelian randomization study
DOI: 10.17632/mtgdz4mtj7.1
title: JRD

description: The data was collected from professors with minimum of five years’ experience of working with higher educational institutions in India. These government funded HEIs included select Indian Institutes of Technology (IITs) and the Indian Institutes of Management (IIMs) that are premier institutions in the India’s higher education space and have been specially developed for technical and management education, respectively. Established across India, these institutions are reckoned for highly qualified and diverse set of academic faculties. Thus, the data set received was highly diverse. The data were collected in two different time frames - first during September-October 2022 and later during January-February 2023. Total usable responses are 351
DOI: 10.60508/r0t9-5r24
title: The Human Sleep Project

description: The Human Sleep Project (HSP) sleep physiology dataset is a growing collection
of clinical polysomnography (PSG) recordings. Beginning with PSG recordings
from from ~19K patients evaluated at the Massachusetts General Hospital, the
HSP will grow over the coming years to include data from >200K patients, as
well as people evaluated outside of the clinical setting.
DOI: 10.60508/rg2r-5n93
title: The Human Sleep Project

description: The Human Sleep Project (HSP) sleep physiology dataset is a growing collection
of clinical polysomnography (PSG) recordings. Beginning with PSG recordings
from from ~19K patients evaluated at the Massachusetts General Hospital, the
HSP will grow over the coming years to include data from >200K patients, as
well as people evaluated outside of the clinical setting.
DOI: 10.5517/ccdc.csd.cc2bkbv3
title: CCDC 2161625: Experimental Crystal Structure Determination

description: Related Article: Yunxuan Li, Guanglei Nan, Xianxin Hou, Yechao Yan, Yajun Yang, Ying Yang, Ke Li, Zhiyan Xiao|2023|Eur.J.Med.Chem.|261|115856|doi:10.1016/j.ejmech.2023.115856
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/jbzdh6vhnw.1
title: Ferroptosis-protective membrane domains in Quiescence

description: This is the original dataset that contains the unprocessed immunoblots, microscopy images, and tables with data points used in this manuscript.
DOI: 10.17632/z8p86dbjtw.1
title: Data of Pre-SARS-CoV-2 Infection Sports-Related Physical Activity Levels, Disease Severity, and Treatment Outcomes

description: The primary aim was to elucidate the potential associations between exercise and sports-related physical activity (PA) levels prior to the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection and two key aspects: (i) the severity of the disease and (ii) the treatments administered following the most recent SARS-CoV-2 infection. Data collection spanned from February to March 2023 (a two-month period), involving the utilization of the Active-Q (an online, interactive questionnaire) to automatically assess weekly habitual sports-related PA among adults prior to their last SARS-CoV-2 infection. The questionnaire also captured participant characteristics, such as ethnicity, region of residence, educational level, number of underlying medical conditions that might be associated with severe COVID-19 illnesses, pre-illness vaccination history, occurrences of SARS-CoV-2 re-infections, disease severity, and illness treatment following their most recent SARS-CoV-2 infection. [The data contains: Body mass (kg) and height (cm) values transformed to body mass index (kg·m−2); age (yr) are in raw format, sports-related physical activity level, sex at birth, ethnicity, region of residence, education level, SARS-CoV-2 re-infections, pre-illness vaccination profiles/types, number of underlying medical conditions that could be related to severe illness with COVID-19, disease severity, and illness treatment classification (nominal and categorical formats).] The dataset reveals key insights into the relationships between pre-SARS-CoV-2 infection PA levels and disease severity as well as treatment outcomes among respondents: (i) the independence of sports-related PA level prior to SARS-CoV-2 infection and disease severity categories (x2 = 9.097, df = 12, p = 0.695); and (ii) the dependency of sports-related PA level prior to SARS-CoV-2 infection and illness treatment categories (x2 = 39.362, df = 12, p &lt; 0.001), although post hoc comparisons indicated statistical dependency only between inactive PA level and home remedies treatment. These findings offer researchers a detailed exploration of the associations between pre-infection physical activity levels and key COVID-19 outcomes, including disease severity and treatment choices. Researchers and health professionals worldwide can draw on these findings to inform their own regional strategies and practices. Moreover, these findings highlight the importance of tailoring healthcare interventions to different patient profiles.
DOI: 10.17632/bmbvrjtsnw.1
title: Sex differences in brain excitability revealed by concurrent iTBS/fNIRS

description: Sex differences in brain excitability revealed by concurrent iTBS/fNIRS
DOI: 10.17632/62ry3d2z5s.1
title: AOA taxonomy database for accA gene

description: A taxonomy database for the processing of archaeal accA gene high-throughput sequencing.
DOI: 10.17632/62ry3d2z5s.2
title: AOA taxonomy database for accA gene

description: A taxonomy database for the processing of archaeal accA gene high-throughput sequencing.
DOI: 10.17632/d9mhb7rk68.1
title: Blowing Snow data of Zhongshan Station in Antarctica

description: This folder stores the data used in the analysis of the manuscript: "Using Ground-based Remote Sensing to Study Blowing Snow at Zhongshan Station in Antarctica" by Jin Ye, Lei Liu, Jinfeng Ding, Xichuan Liu, and Yibing Chen.
DOI: 10.17632/wcxcjnw927.1
title: Effects of different drying methods on Rubus chingii Hu fruit during processing:Supplement

description: Effects of different drying methods on Rubus chingii Hu fruit during processing:Supplement
DOI: 10.17632/3hvttt7rgy.1
title: Related data and codes for: Subslab ultra low velocity anomaly uncovered by and facilitating the largest deep earthquake

description: Broadband seismic data , synthetic data and related codes used for analysis of 2013 Sea of Okhotsk Mw8.3 deep earthquake
DOI: 10.17632/3hvttt7rgy.2
title: Related data and codes for: Subslab ultra low velocity anomaly uncovered by and facilitating the largest deep earthquake

description: Broadband seismic data , synthetic data and related codes used for analysis of 2013 Sea of Okhotsk Mw8.3 deep earthquake
DOI: 10.17632/d8wfm4dkc9.1
title: Dataset: Magnetic fabrics of rhyolite ignimbrites reveal complex emplacement dynamics of pyroclastic density currents, Altenberg–Teplice Caldera, Bohemian Massif
DOI: 10.17632/d8wfm4dkc9.2
title: Dataset: Magnetic fabrics of rhyolite ignimbrites reveal complex emplacement dynamics of pyroclastic density currents, Altenberg–Teplice Caldera, Bohemian Massif

description: This is an anisotropy of magnetic susceptibility dataset of a manuscript submitted to Bulletin of Volcanology (preliminary title: Magnetic fabrics of rhyolite ignimbrites reveal complex emplacement dynamics of pyroclastic density currents, Altenberg–Teplice Caldera, Bohemian Massif)
DOI: 10.17632/gyrfmt5mky.1
title: Zircon dataset of southwestern Okinawa Trough

description: Zircon U-Pb ages and ESD data analyzed in CORE S3 of southwestern Okinawa Trough
DOI: 10.17632/xp3hrmywfm.1
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: 10.17632/xp3hrmywfm.2
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: 10.17632/dhx944bdft.1
title: data for elements and organic features of the transect of the deep-sea gorgonian coral

description: The three profiles data of minor elements and organic composition within the transect of a gorgonian coral
DOI: 10.17632/dhx944bdft.2
title: data for elements and organic features of the transect of the deep-sea gorgonian coral

description: The three profiles data of minor elements and organic composition within the transect of a gorgonian coral
DOI: 10.17632/d4759vs5dc.1
title: Too Great to be More Prosocial: The Relationship Between Collective narcissism and Humanitarian Aid in the Chinese Context

description: (1) CN was positively associated with in-group satisfaction and inter-group hostile behavior intention. (2) Agentic CN negatively predicted humanitarian aid, but there was no significant mediating effect of strategic motives in the relationship between agentic CN and humanitarian aid. (3) Communal CN positively predicted humanitarian aid. Both prosocial motives and strategic motives played mediating roles in the relationship between communal CN and humanitarian aid.
DOI: 10.17632/kthgwv3r2m.1
title: An octavalent dendrimer of multiple antigenic peptide with a property of pan-coronavirus IgM induction improved clinical signs of feline infectious peritonitis in cats.

description: Raw data of serum IgM in mice, and blood tests, body temperature, and serum IgG in cats
DOI: 10.17632/hpzgg9z7s2.1
title: Report on Working Class Protesto between 2001-2019 in Turkey
DOI: 10.17632/hpzgg9z7s2.2
title: Report on Working Class Protest between 2001-2019 in Turkey
DOI: 10.17632/4g5njh2ct2.1
title: Supplementary data for "Physicochemical differences between camelid single-domain antibodies and mammalian antibodies"

description: Data includes supplementary information for the research article "Physicochemical differences between camelid single-domain antibodies and mammalian antibodies". The hypothesis of the article is that quantifiable sequential and structural differences exist between the variable domain of camelid heavy chain only IgGs (VHH) and the variable domain of the heavy chain of full IgGs (VH), and these differences can be used to engineer novel single domain antibodies from xenogeneic sources. Further detail is available at the article (publication pending).
DOI: 10.17632/4g5njh2ct2.2
title: Supplementary data for "Physicochemical differences between camelid single-domain antibodies and mammalian antibodies"

description: Data includes supplementary information for the research article "Physicochemical differences between camelid single-domain antibodies and mammalian antibodies". The hypothesis of the article is that quantifiable sequential and structural differences exist between the variable domain of camelid heavy chain only IgGs (VHH) and the variable domain of the heavy chain of full IgGs (VH), and these differences can be used to engineer novel single domain antibodies from xenogeneic sources. Further detail is available at the article (publication pending).
DOI: 10.17632/wcwgj45z5f.1
title: Pluripotency state transition of embryonic stem cells requires the turnover of histone chaperone FACT on chromatin

description: To explore how SSRP1-Q265K affects the interaction between FACT and histones, we performed in vivo eGFP IP, in vitro GST and Flag pull-down. The results showed that SSRP1-Q265K enhanced the interaction between FACT and H3-H4. The original signals of each assay was shown.
DOI: 10.17632/g735zwmrp8.1
title: AppendixData_TWD

description: Example data
DOI: 10.3886/8nkm-4080
title: Morocco Compact - Fruit Tree Productivity: Design Report (Revised, 2017)
DOI: 10.3886/dpx1-mr65
title: Morocco Compact - Fruit Tree Productivity: Design Report (Revised, 2017)
DOI: 10.18434/m313
title: NIST Electron Elastic-Scattering Cross-Section Database - SRD 64 Version 3.2
DOI: 10.5281/zenodo.10064023
title: Multiple Correspondence Analysis Bibliography (2017-2021)

description: Dataset studied in 
Koutsoupias N., (2022). Multiple Correspondence Analysis in Scientific Research: A Longitudinal Mapping, Proceedings of the 11th Panhellenic Data Analysis Conference with international participation.
DOI: 10.5281/zenodo.10064022
title: Multiple Correspondence Analysis Bibliography (2017-2021)

description: Dataset studied in 
Koutsoupias N., (2022). Multiple Correspondence Analysis in Scientific Research: A Longitudinal Mapping, Proceedings of the 11th Panhellenic Data Analysis Conference with international participation.
DOI: 10.5281/zenodo.10063698
title: Group Facility Data
DOI: 10.5281/zenodo.10063697
title: Group Facility Data
DOI: 10.6073/pasta/ee6d0c1d08e4e060e57a94765a360bea
title: Breeding Bird Community Surveys in the Huron Mountains, Marquette Co., Michigan (1997-1999).

description: Dr. Michael Kielb and collaborators conducted repeated surveys in June and July of 1997, 1998, and 1999, of breeding-bird communities along seven permanent transects in diverse habitats (old-growth forests, secondary forests, wetlands, riverine systems, etc.) within the boundaries of the Huron Mt. Club. Permanent 'listening-points' were established along each transect at intervals of ca. 200 m (7-20 points per transect), and numbers of singing birds tallied at each point. Data reported here are totals, by species, per transect. Detailed information on transect and point locations may be found in attached documents (reports to the Huron Mountain Wildlife Foundation) in .pdf format. Documents also include additional ad hoc observations. This study was repeated in 2020-2021, using the same transects and sampling points, by Ryan Buron and Harrison Jones, then graduate students at University of Florida; data from this follow-up study will be archived at EDI as a separate data-package.
DOI: 10.6073/pasta/501850bc0f3a5150a85f7079949fa30e
title: Hourly time series of Ives Lake (Huron Mountains, Marquette County, MI) Water Temperature-Depth Profiles, 2013-2022 (continuing study)

description: Long-term measurements of lake temperatures are essential to providing insights into local and regional changes in climate since large, still water bodies effectively act as a high-frequency filter. Ives Lake is a 30.7 m deep water body in northern Marquette County, in Michigan's Upper Peninsula. Beginning in 2013, temperature readings have been collected hourly from a string of twelve sensors located near the deepest point of the lake (approximately 46.84874 N lat, 87.84895 W long; identified by sonar survey in 2010 by first author). Measurements are continuing. The purpose of the project is to collect a data record of sufficient duration to determine if water temperatures are warming, and if the dates of autumn lake turnover are shifting toward later in the year.
DOI: 10.5519/qd.nyy01wbb
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (6 records)
DOI: 10.6084/m9.figshare.24470620
title: Annotations and associated frequency signals

description: Labelled industry datasets are the most valuable asset in prognostics and health management (PHM) research. However, creating labelled industry datasets is both difficult and expensive, making publicly available industry datasets rare at best. While labels are generally unavailable, many industry datasets contain annotations, maintenance work orders, or logbooks, with free-form text containing technical language descriptions of component properties, valuable information for any PHM model. Alas, publicly available annotated industry datasets are also scarce, in particular ones with associated signals available. Therefore, we release data from an annotated process industry dataset, consisting of 21090 pairs of signals and annotations from one year of kraftliner production.The annotations are written, in Swedish, by on-site Swedish experts, and the signals consist of accelerometer vibration measurements from two large (80x10x10m) paper machines. The data is cleaned and structured so that each annotation is associated with ten days of signal measurements leading up to the annotation date, where one signal measurement consists of 8192 samples over 6.4 seconds, which becomes 3200 samples stretching over 500 Hz in the frequency domain. The associated annotations are attached to each signal sample, so that the list of annotations is as long as the list of signals. In total, there are 43 unique annotations, though most are associated with multiple signals from different machines due to commonalities in fault descriptions. The language data is pre-processed so that all letters are lower case, numbers are removed, and names are replaced with the Swedish word "egennamn", meaning "name of a person" in English.Also included are pre-computed embeddings, which facilitates faster and easier testing for researchers wanting to easily investigate training signal encoders supervised through technical language supervision. The data presented here was used in the article "Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry" (https://papers.phmsociety.org/index.php/ijphm/article/view/3137). Please cite this article if you use this dataset.To use this dataset without understanding Swedish, please consult "Processing of Condition Monitoring Annotations with BERT and Technical Language Substitution: A Case Study" (https://www.papers.phmsociety.org/index.php/phme/article/view/3356) on how to augment the technical data to facilitate easier language model translations to other languages, and don't hesitate to contact me if you have questions regarding the data.Accessing the data is simple; all you need to do to load spectra and annotation pairs is:import pandas as pdspectra_note_df = pd.read_pickle("TL_spectra_note_df_big.pkl")all_spectra = TL_spectra_note_df['Spectra']all_annotations = TL_spectra_note_df['Notes']Pre-computed embeddings can be accessed through:all_embeddings = TL_spectra_note_df['Embeddings']
DOI: 10.6084/m9.figshare.24479788
title: testing

description: testing
DOI: 10.6084/m9.figshare.24479788.v1
title: testing

description: testing
DOI: 10.6084/m9.figshare.24477076
title: Soil pH and nutrients

description: Soil pH, organic and inorganic nutrients data from different crop rotation restoration years after cultivating <i>P</i><i>anax </i><i>quinquefolius</i>. CK, control soil with no ginseng cultivation history; A1, soil with 1-year post-ginseng rotation; A10, soil with 10-year post-ginseng rotation; A20, soil with 20-year post-ginseng rotation.
DOI: 10.5066/p9wbc4yo
title: Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2015/2016, 2018, and 2021 land-water matrices, Central Louisiana

description: Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring to determine the efficacy of these projects. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 390 sites that encompass the range of hydrological and ecological conditions for each stratum. As part of CRMS, land and water classifications are created from Digital Orthophoto Quarter Quadrangles (DOQQs) approximately every three years at all CRMS sites. This dataset consists of a matrix of six land-water products (2005, 2008, 2012, 2016, 2018, and 2021). The resulting matrix has 64 possible classes defined by the combination of land and water categories on those six dates.
DOI: 10.34740/kaggle/ds/3941280
title: Amazon Brazil Products 2023 (1.3M Products)
DOI: 10.5281/zenodo.10058314
title: ATEM datasets for emerging topics detection and analysis
DOI: 10.5281/zenodo.10058315
title: ATEM dataset for emerging topics detection (500k sample)
DOI: 10.5281/zenodo.10058530
title: ATEM datasets for emerging topics detection and analysis
DOI: 10.5281/zenodo.10063974
title: ATEM datasets for emerging topics detection and analysis
DOI: 10.34740/kaggle/ds/3816617
title: Full TMDB Movies Dataset 2023 (930K Movies)
DOI: 10.34740/kaggle/dsv/6849251
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.34740/kaggle/dsv/6849142
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.34740/kaggle/ds/3926891
title: Massive Product Text Classification Dataset
DOI: 10.34740/kaggle/ds/3892849
title: Amazon India Products 2023 (1.5M Products)
DOI: 10.25345/c5d795n2m
title: MassIVE MSV000093226 - Chemokine Receptor CCR2/CCR5 Apex Proteomics
title: Apex labeling of chemokine receptors to elucidate interaction partners for signaling using quantitative proteomics.
DOI: 10.34740/kaggle/ds/3808504
title: Amazon Kindle Books Dataset 2023 (130K Books)
DOI: 10.5281/zenodo.10064165
title: Supporting data for theoretical calculations, PXRD measurements and fluorescence emission studies
DOI: 10.5281/zenodo.10064164
title: Supporting data for theoretical calculations, PXRD measurements and fluorescence emission studies
DOI: 10.34740/kaggle/ds/3864183
title: Amazon UK Products Dataset 2023 (2.2M Products)
DOI: 10.34740/kaggle/ds/3892743
title: Amazon Canada Products 2023 (2.1M Products)
DOI: 10.34740/kaggle/ds/3798081
title: Amazon Products Dataset 2023 (1.4M Products)
DOI: 10.34740/kaggle/ds/3816442
title: Full TMDb TV Shows Dataset 2023 (150K Shows)
DOI: 10.34740/kaggle/ds/3893152
title: India Optimal Product Price Prediction Dataset
DOI: 10.34740/kaggle/ds/3893120
title: UK Optimal Product Price Prediction Dataset