cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/738zrn4kry.1
title: Data for: THE TROUBLE WITH THE CURVE: REEVALUATING THE GULF OF MEXICO SEA-LEVEL CURVE

description: Sea-level proxy data; R Bchron Model
DOI: 10.17632/f7cr74mwpj.1
title: Multi-format open-source sweet orange leaf dataset for disease detection, classification, and analysis.

description: The Sweet Orange Leaf Disease dataset offers a collection of images of sweet orange leaves collected from sweet orange growing gardens in Khemerdia, Bheramara, Kushtia, Bangladesh, pinpointed at geographical coordinates 35.3602°N and 113.9505°E. This data was collected from August 19 to August 22, 2023. The dataset comprises a total of 5,813 images. The dataset included healthy leaves and diseased leaves. In total, there are eleven classes: Citrus Canker, Citrus Greening, Citrus Mealybugs, Die Back, Foliage Damage, Spiny Whitefly, Powdery Mildew, Shot Hole, Yellow Dragon, Yellow Leaves, and Healthy Leaf. The photo was taken on a sunny day, so the image captured in natural lighting, and the temperature was around 27-29°C. Using two devices explicitly employing the high-resolution camera of an iPhone. The original images, captured in JPEG format, boasted a dimension of 3024 x 4032 pixels. The two devices, the iPhone XS Max and iPhone SE 2nd Generation, captured the dataset's photos. The data are converted into 640*480 pixels and a resolution of 72 dpi. Moreover, the images are annotated based on the diseases. This annotation will assist with semantic segmentation, which has attracted significant attention among data scientists.
DOI: 10.17632/sd5ttc5rzf.1
title: Impact of Short-form video addiction on University Students' attention and concentration

description: A keen emphasis on lectures, assignments, and individual study is required of university life. But there's cause for concern as short-form video services proliferate due to their addictive algorithms and bite-sized material. This begs the question of how pupils' capacity for focus and memory is affected by excessive use of these platforms. There appears to be a negative association between short-form video addiction and poor academic performance. Studies show that short-form video addiction might reduce attention span and make it more difficult to filter distractions. Comprehending this influence is essential for encouraging responsible technology usage and cultivating an effective learning atmosphere for college attendees.
DOI: 10.17632/rbx6gr7gds.3
title: Mass Energy in Pythagoras formula

description: every particle and atom and Neutron create up four subjects, these four subjects are Time, space, Energy, and magnetic field. In this article, Each subject (Time, space, energy, etc.) follows Pythagoras formula (a)^2 + (b)^2 = C^2, the calculation shown how the values obtained from each section comply with the Pythagoras formula (a)^2 + (b)^2 = C^2,
DOI: 10.17632/vcv84cj8hx.1
title: ESG SCORING

description: ESG SCORING AND FORECASTING IN CHINA
DOI: 10.17632/bbzrfcjmwt.1
title: Preprint

description: Miscellaneous preprints from science and philosophy
DOI: 10.17632/jzgzhvc8f8.1
title: ACTUALIDAD, PERSPECTIVAS Y RETOS DEL SISTEMA PENSIONAL EN COLOMBIA

description: El presente documento contiene un análisis de la ley 2381 de 2024 que hace una reforma al sistema pensional colombiano mediante la creación del sistema de pilares. Este documento es el resultado del análisis de la reforma y resume los principales retos que la reforma trae para el sistema.
DOI: 10.17632/748f8jkphb.2
title: Indian Medicinal Leaves Image Datasets

description: Indian Medicinal plant datasets is a repository that consists of medicinal plants images. The images are captured with varying background without any environment constraints
DOI: 10.17632/83rthbp8ys.2
title: Cipriani et al_GRISELDA_Lancet 2018_Open dataset

description: Comparative efficacy and acceptability of 21 antidepressant drugs in the acute treatment of adults with major depressive disorder: a systematic review and network meta-analysis - Full dataset for re-analysis
DOI: 10.17632/ktn6yh432p.2
title: Replication Package: Macroeconomic Perceptions, Financial Constraints, and Anomalies

description: This is the replication package for the paper "Macroeconomic Perceptions, Financial Constraints, and Anomalies" by Wei He, Zhiwei Su, and Jianfeng Yu, published in the Journal of Financial Economics.
DOI: 10.17632/znd5knbrjd.2
title: SAIS (Stress Analysis using IOT Sensor) Data Set

description: Predicting the stress level of humans is an enervating task as to determine stress level of humans requires an efficient scheme. For data collection, MySignals toolkit which consists he Arduino Uno board and different sensor ports is used. MySignals is a development platform for medical devices and e-Health applications. It is a multichannel physiological signal recorder which measures more than 15 different biometric parameters such as pulse, breath rate, oxygen in blood, electrocardiogram signals, blood pressure, muscle electromyography signals, glucose levels, galvanic skin response, lung capacity, snore waves, patient position, airflow and body scale parameters (weight, bone mass, body fat, muscle mass, body water, visceral fat, Basal Metabolic Rate and Body Mass Index). Galvanic Skin Response Sensor and Electrocardiogram Sensor were used to acquire data of participants of different age groups. After acquisition and pre-processing, the processed data can be utilized for classification and prediction purposes by applying machine learning and deep learning models to predict the mental state of the users and to understand their physiological characteristics under different circumstances.
DOI: 10.17632/86tsnnbv2w.1
title: Astronaut database

description: This database contains publically available information about all astronauts who participated in space missions before 15 January 2020 collected from NASA, Roscosmos, and fun-made websites. The provided information includes full astronaut name, sex, date of birth, nationality, military status, a title and year of a selction program, and information about each mission completed by a particular astronaut such as a year, ascend and descend shuttle names, mission and extravehicular activity (EVAs) durations.
DOI: 10.17632/f39n2kpk79.1
title: MATLAB/HOMER Polygeneration HESS link

description: The files attached contain a model coupling MATLAB and HOMER in order to optimize small-scale polygeneration systems for minimum lifetime costs. A publication draft titled "Techno-economic optimization model of polygeneration hybrid energy storage systems using biogas and batteries" has been submitted, where the model is further explained. The dataset contains: - 4 ".homer" files, which start the execution of the model. 2 are for the optimal polygeneration case, 2 are for the reference case. - 3 ".m" matlab files containing the Matlab code, where a significant part of the model is computed. - 2 Excel files: 1 containing electricity demand data, 1 containing biomass availability data.
DOI: 10.17632/523d6dxz4n.4
title: BdSLW-11: A Bangladeshi Sign Language Words Dataset for Recognizing 11 daily useful BdSL Words

description:  BdSLW - 11 stands for Bangladeshi Sign Language Words dataset for 11 sign words. This dataset is a collection of 1105 images of 11 classes or categories.  Each class of the dataset contains more than 77 images. The classes are labeled as the 11 BdSL daily useful common Sign Words. The classes are 'Bad', 'Beautiful',' Friend', 'Good',' House',' Me',' My', 'Request',' Skin',' Urine' and 'You'. The images are selected and processed focusing on only hand gestures, clear background, and brightness.  The size of the images is 224 x 224, and the format of the images is RGB with high resolution. Images are taken from volunteer signers with full permission by smartphones.  This dataset is greatly helpful for the Deaf and Dumb community and also researchers.

Note that the third version is updated as the 11 category-wise. Now researchers can download the full dataset as one folder as well as 11 category data separately, and they can use this data in their research easily.

* Fourth version is the replacement of some images with better quality.
DOI: 10.17632/jr3yv3wfhx.1
title: Dataset on Road and Traffic Obstacles

description: A comprehensive dataset titled "Dataset on Road and Traffic Obstacles," specifically focusing on various obstacles encountered on Indian roads. This dataset comprises a total of 38,295 images, meticulously categorized to aid in the development and testing of advanced machine learning models for road and traffic analysis.

The dataset includes diverse classes such as Animal on road, Auto, Crosswalk, Electric Bike, Random, Road, Road Obstacle, Road Sign, Road Traffic, Tractor, Traffic Sign, and Truck Tempo. Each class represents common elements and obstacles frequently observed on Indian roads, providing a rich and diverse collection for robust model training.
DOI: 10.17632/jnm4z2vmfj.1
title: Interactive plant growth regulator and fertilizer application dataset on growth and yield attributes tomato (Solanum lycopersicum L.)

description: The dataset describes how plant growth regulator (PGR) application reduces the need of excess chemical fertilizer use in tomato cultivation. PGRs like gibberellic acid, salicylic acid and naphthalene acetic acid at 50 ppm besides control (no PGR) and fertilizer inputs from 80% to 110% of the recommended doses along with control (farmers' practice) were applied in interaction following a factorial randomized complete block design. Data were collected on various growth and yield related characters to assess the combined influence of plant growth regulators and fertilizers.
DOI: 10.17632/228pwkw55h.2
title: Elemental analysis XRF of inks (1778-1825) 

description: This file contains raw data: the first sheet with spectra counts and a second sheet with ppm results of XRF analysis.
DOI: 10.17632/3ztv7f8nt3.1
title: Examining the Influence of Monetary Policy on Stock Market Performance in Namibia's Emerging Economy

description: The study utilises annual time series data from 1991 to 2022 sourced from reputable institutions, including the Bank of Namibia, the Namibia Stock Exchange (NSX), the Namibia Statistics Agency (NSA), and the World Bank. The selected variables are Stock Market Returns (NSXi), represented by the Namibia Stock Exchange overall index; Repo Rate (LNREPO), the primary monetary policy tool used by the Bank of Namibia; Broad Money Supply (LNM2), which reflects the total money supply in the economy; and Real Gross Domestic Product (LNRGDP), which measures economic output adjusted for inflation
DOI: 10.17632/73jb73tdst.1
title: Financial Risk Tolerance

description: SBM - data of the survey of Grable and Lytton applied to Evora students, used to calculate SBM. Last column refers to imput. FsQCA - data of the survey for social variables. First column refers to the scores of Financial risk tolerance from SBM.
DOI: 10.17632/yg5cyxfrjy.1
title: late preterm dyads with ACS exposure, Magdeburg 2012-2018

description: Original Research Data used in Brückner T., Redlich A., "The Influence of Antenatal Betamethasone Timing on the Neonatal Outcome in Late Preterm Infants - A Single-Center Cohort Study" 2024.
DOI: 10.17632/g6z5svv6jx.2
title: Binocular non-stereoscopic cues in Randot and Butterfly stereotests
DOI: 10.17632/dgyrt473vs.2
title: Loss-of-Function Mutations in Dnmt3a and Tet2 Lead to Accelerated Atherosclerosis and Concordant Macrophage Phenotypes

description: Multiplexed imaging data associated with "Loss-of-Function Mutations in Dnmt3a and Tet2 Lead to Accelerated Atherosclerosis and Concordant Macrophage Phenotypes"
DOI: 10.17632/kwj9599z73.1
title: LuffaFolio: A Multifaceted Luffa Aegyptiaca Image Dataset

description: This dataset is divided into 3 parts; Each part consists of smooth luffa grading, diseases, and flowers respectively. These images were captured from different village fields of Faridpur, Bangladesh. To construct the dataset, we have considered Luffa Aegyptiaca commonly known as Smooth Luffa (Dhundal/ধুন্দল). This dataset consists of a total of 1,933 JPG images; the dimension of each image is 1728 x 1728 pixels. The total size of the dataset is 1.45 GB. The dataset contains 3 folders: Luffa_Diseases, Flowers, and Luffa_Grade. The detail of the dataset: • Luffa_Diseases: This dataset contains leaves of smooth luffa representing various diseases along with non-affected ones. The categories of this dataset are Alternaria Disease, Angular Spot Disease, Holed Leaves, Mosaic Virus, and Fresh Leaves. A total of 1,228 JPG raw images are presented in this folder. • Flowers: This dataset contains flowers of smooth luffa. There is only a single category of this dataset. A total of 362 JPG raw images are presented in this folder. These images represent various maturity stages of smooth luffa flowers. • Luffa_Grade: This dataset contains fresh and defective smooth luffa. The categories of this dataset are Fresh and Faulty Luffa. A total of 343 JPG raw images are presented in this folder. We have also uploaded a Resized version (224 X 224 pixels) of full dataset in zip format.
DOI: 10.17632/hr5h2hcgg4.18
title: Chorological data for the main European woody species

description: The data are organized as a set of ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) mapping the distribution ranges of the main European tree and shrub species. For each species and in some cases subspecies, one or more shapefiles have been created containing: a) polygon features (name suffix “plg”), which define continuous areas of occupancy of the species range and b) point features (name suffix “pnt”), which identify more fragmented and isolated populations. For species with reported synanthropic occurrences outside the natural range, an additional point and/or polygon shapefile has also been created (suffix “syn”). Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix “clip”), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). Finally, an accompanying text document is included with the data, which provides more details on methodology and a list of all mapped species with related file names, taxonomical delimitation of the mapped species and references used to compile the respective chorological dataset.
DOI: 10.17632/jntmjf34cw.1
title: Replication files for Gu and Hale "Climate Risks and FDI" (JIE 2023)

description: This documentation provides replication information for all the main results reported in Gu and Hale (2023). Replication les for the online appendix and non-reported robustness tests are available
upon request.
This documentation is organized by the aggregation level of the analysis in the paper. Country and country-industry level analysis is based on publicly available sources, thus both data and code
files are shared. The firm-level analysis is based on proprietary ORBIS data, which cannot be shared. The ORBIS data was accessed through the NBER-ORBIS contract and the file names in
the codes correspond to the data as it is processed by the NBER. For this analysis, we provide a full guide of how one with access to the data can replicate the results using the code files provided.
Most analysis is conducted using Stata which takes in .dta data files and .do files. One figure is produced using Python code for which the Jupiter Notebook-formatted file is shared.
DOI: 10.17632/wdnyz9jy8k.1
title: Database of Finite Element Method Predictions for Web-Post Buckling Resistance of Steel Beams with Elliptically-Based Web Openings

description: The published database and accompanying .py scripts are derived from the following references:
• Ferreira, F. P. V., Shamass, R., Santos, L. F. P., Limbachiya, V., & Tsavdaridis, K. D. (2022). EC3 design of web-post buckling resistance for perforated steel beams with elliptically-based web openings. Thin-Walled Structures, 175, 109196. https://doi.org/10.1016/j.tws.2022.109196
• Ferreira, F. P. V., Shamass, R., Santos, L. F. P., Tsavdaridis, K. D., & Limbachiya, V. (2023). Web-post buckling resistance calculation of perforated high-strength steel beams with elliptically-based web openings for EC3. Structures, 55, 245–262. https://doi.org/10.1016/j.istruc.2023.05.139
Thus, the complete methodology developed, including the numerical validation study and the parameters analysed, can be found in the references mentioned above.

Acknowledgements
The authors would like to express their gratitude to Dr. Luis Fernando Pinho Santos for his valuable contribution to this research.
DOI: 10.17632/tr8tky6y96.1
title: Indonesian hospital database

description: This repository contains a complete list of Indonesian hospitals. Further versions will provide more data.
Indonesian: Daftar lengkap rumah sakit di Indonesia. Versi berikutnya akan berisi data yg lebih lengkap.

Data will come from bppsdmk.kemkes.go.id and wikidata.org
DOI: 10.17632/vpysb98628.1
title: "The Impact of Cyberbullying on Undergraduate Students: A Systematic Review of Social, Emotional, and Academic Outcomes

description: The data gathered was based on the studies done by the researchers that are related to the Cyber bullying in school specifically to undergraduate students.It explained the effect on academic ,social and emotional development of students if they experience bullying through social media in posting or direct messages.
DOI: 10.17632/32b5vfj6tc.1
title: TyreNet: A High-quality Annotated Dataset for Tyre Defect Classification with Deep Learning Models

description: The dataset consists of a total of 1,698 tyre images. 
There are 866 images of defective tyres, showcasing a range of issues like cracks, wear patterns, and other anomalies.
Additionally, there are 832 images of good (non-defective tyres), mimicking the realistic environment.
DOI: 10.17632/kvpkc4j658.1
title: Phishing Website Detection Dataset

description: The data contains both phishing/malign URL and clean/benign URL.
The phishing URLs are crawled from phishtank.org while the clean data comes from commoncrawl.org.
The data is split into 2 set: Training set and Test set. 
The Training set has 2 million URLs for each phishing and clean data. The Test set has 1 Million phish URLs and 1 million clean URLs.
DOI: 10.17632/z5hw2pvrn5.3
title: Origin and Critical Metal Enrichment of Ferromanganese Precipitates from Jiawang Seamount (Hook Ridge) Antarctica: Geochemistry and Isotope Evidence

description: Chemical copositon and Sr-Nd-Pb Isotope test results
DOI: 10.17632/4p6znzwd7x.1
title: A designer synthetic chromosome fragment functions in moss 

description: Here, we report the in vivo assembly of chromosomal fragments in the moss Physcomitrium patens, producing phenotypically virtually wild-type lines in which one-third of a chromosomal arm’s coding region is replaced by redesigned, chemically synthesized fragments. By eliminating 58.2% of the sequence, we significantly simplified the genome without discernible phenotypic effects, implying that most transposable elements minimally impact fitness. We also introduced other sequence modifications, such as PCRmark incorporation, gene locus swapping, and stop codon substitution. Despite these substantial changes, the complex epigenetic landscape was correctly reestablished, albeit with some three-dimensional conformation alterations. The synthesis of a partial multicellular eukaryotic chromosome arm lays the foundation for the synthetic moss genome project (SynMoss) and paves the way for genome synthesis in multicellular organisms.
DOI: 10.17632/4rd8h992r4.1
title: Data for: oTree: Writing short and efficient code for experiments with dynamically determined data quantity

description: This repository contains the companion code for the article oTree: Implementing experiments with dynamically determined data quantity to be published in a Special Issue on "Software for Experimental Economics" in the Journal of Behavioral and Experimental Finance. The experiment "market" that is provided as oTree application serves as a illustrative example for a simple stylized market simulation. Many individuals (1 ... N-1) are selling fruit. In each round, these sellers choose a kind of fruit and a selling price, whereas individual N (the buyer) needs to choose from which of those offers to buy. The implemenation follows the principle suggested in the paper, relying on "custom data models" from oTree's underlying Django framework. This project also illustrates how the admin interface extensions of the package otreeutils can be integrated in an experiment. This adds the functionality to observe data updates from custom data models in oTree's "session data viewer". Additionally, data exports for CSV and Excel contain all data from custom data models and an option to export the data in JSON format is available.
DOI: 10.17632/sdtjyys7gr.1
title: Growth phenotypes for the European flat oyster (Ostrea edulis)

description: Phenotypic data of four growth-related traits measured on 840 individuals. 6-month old oysters were placed in cages and deployed in the River Hamble (50.861° N, 1.312° W). After ~10 months of growth, the following traits were measured: body weight (BW), shell length (SL, the maximum distance between the anterior and posterior margins), shell height (SH, the maximum distance between the hinge to the furthermost edge), and shell width (SW, the maximum distance at the thickest part of the two shell valves). Shell measurements were taken with traceable digital callipers (0.02 mm precision). Weight was recorded in grams up to one decimal place. 

The data comprises a text file containing five tab-separated columns that indicate: Individual ID (1st column), BW measurement (in g) (2nd column), SH (in mm) (3rd column), SW (in mm) (4th column), and SL (in mm) (5th column).
DOI: 10.17632/xmkkrc9h5j.1
title: Variation in prevalence and risk factors of human leptospirosis around the world: systematic review and meta-analysis of its socio-environmental determinants

description: Datasets and R scripts used in the data analysis of the manuscript "Variation in prevalence and risk factors of human leptospirosis around the world: systematic review and meta-analysis of its socio-environmental determinants"