cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29207324.v1
title: Charging and Discharging Capacitors: Brightspace Package of an Arithmetic Quiz

description: Charging and Discharging Capacitors: Brightspace Package of an Arithmetic Quiz Vasiliy Znamenskiy vznamenskiy@bmcc.cuny.edu Description: This material is a quiz in the Brightspace Learning Management System (LMS). The quiz includes 10 physics problems on the topic of charging and discharging capacitors through a resistor. The quiz assesses student understanding of key concepts, including voltage and charge of a capacitor, exponential functions, time constants, and dynamic changes in voltage and current. Quiz problems are called in Brightspace LMS as so-called arithmetic questions. The problems provide students with random initial values to generate many quiz variants. The quiz is appropriate for high school AP Physics or introductory college-level physics courses. Key Features: 10-question quiz in Brightspace importable format (.zip) aligned with RC circuit learning objectives, covers exponential charging/discharging, time constant. Ready for direct use in LMS. Suitable for homework, formative assessment, or quizzes. Educational Level: High School (Advanced Placement), Undergraduate (Introductory Physics). Format: Brightspace Quiz Package (.zip). Keywords: capacitors, charging and discharging, RC circuits, exponential decay, exponential growth, time constant, voltage, current, physics quiz, Brightspace LMS, physics education, electric circuits, formative assessment, AP Physics, introductory college physics, interactive quiz, randomized physics problems, electrical components, capacitor voltage function
DOI: 10.15468/dl.6krtg5
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diaporthe caulivora (Athow & Caldwell) J.M.Santos, Vrandečić & A.J.L.Phillips"
 ]
}

 The dataset includes 176 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014542-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/7563430
title: MetaKaggle Forum Data BGE-M3 Embeddings
DOI: 10.15468/dl.kte59j
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diaporthe aspalathi E.Jansen, Castl. & Crous"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014543-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15357060
title: Replication Kit: Software Optimizations' Effect on the Energy Consumption of Web Applications
DOI: 10.5281/zenodo.15357061
title: Replication Kit: Software Optimizations' Effect on the Energy Consumption of Web Applications
DOI: 10.5281/zenodo.15569055
title: Watershed-Agnostic Forecasting: An Explainable, Distributed, Data-Driven Hydrologic Model
DOI: 10.5281/zenodo.15569056
title: Watershed-Agnostic Forecasting: An Explainable, Distributed, Data-Driven Hydrologic Model
DOI: 10.15468/dl.zmvp5x
title: Occurrence Download

description: A dataset containing 11217741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1979-2025"
 ]
}

 The dataset includes 11217741 records from 972 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014541-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/zg4qw
title: Vigilance and Background Music
DOI: 10.6084/m9.figshare.26035159.v1
title: Supplementary Data15.Ad77271a.vs.Ad77271b_Haplotypes_ 3.9SNPs.syri.vcf

description: Dataset associated with manuscript NCOMMS-24-22396
DOI: 10.6084/m9.figshare.5455117.v1
title: Supplementary Material for: Metanephros Transplantation Inhibits the Progression of Vascular Calcification in Rats with Adenine-Induced Renal Failure

description: <i>Background/Aim:</i> Recent research has shown that transplanted metanephroi form primitive vascularized kidneys with histologically recognizable renal features. The aim of the present study was to determine the metabolic function of transplanted metanephroi in rats with chronic renal failure (CRF), with particular reference to secondary hyperparathyroidism and vascular calcification. <i>Methods:</i> CRF was induced in 11-week-old male Wistar rats by maintaining them on a 0.75% adenine diet for 4 weeks, followed by normal diet for an additional 2 weeks. At the end of adenine loading, whole metanephroi from embryonic day 15 rats were transplanted into the omentum and epididymis of the transplantation group. Vascular calcification was evaluated 2 weeks after metanephroi transplantation. <i>Results:</i> Metanephros transplantation significantly reduced vascular calcium and phosphorus content and suppressed the progression of vascular calcification as indicated by von Kossa staining of the media of the thoracic aorta. However, no significant differences between the adenine-fed control and transplantation groups were found regarding the serum levels of 1,25(OH)<sub>2</sub>D<sub>3</sub>, calcium or phosphorus or the calcium × phosphorus product. <i>Conclusion:</i> The present study has shown that transplantation of metanephroi suppresses the progression of vascular calcification via a mechanism that is independent of calcium-phosphorus dynamics.
DOI: 10.6084/m9.figshare.19524229.v2
title: Dataset TB-N70FIG.xlsx

description: This is a dataset for research in vitamin D level under-five children with Tuberculosis.
DOI: 10.6084/m9.figshare.24799975.v1
title: README.md from Predator-induced transgenerational plasticity of parental care behaviour in male threespined stickleback fish across two generations

description: Description of data and code
DOI: 10.6084/m9.figshare.22783004.v1
title: LODES OD dataset (sample)

description: LODES dataset
DOI: 10.6084/m9.figshare.7072091.v1
title: Perception.csv

description: A dataset examining the effects of different dimensions of biodiversity on self-reported human interest in tide-pool ecosystems. <br>
DOI: 10.6084/m9.figshare.17118968.v1
title: Spreadsheet - Review - Organizational Climate Measures

description: Spreadsheet - Review - Organizational Climate Measures
DOI: 10.17632/64dsrcnhst
title: WireFishing-M

description: This dataset, WireFishing-M, contains multimodal sensor data collected from a robotic cable insertion task using a Franka Emika Panda 7-DOF robotic manipulator, an Allegro Robot Hand, and a DIGIT tactile sensor. The task simulates the "wire fishing" operation, where flexible cables are inserted into a transparent L-shaped PVC pipe. Data collected includes high-resolution tactile images, synchronized RGB video from multiple views, robot joint states, end-effector poses, and force estimates. Seven different types of cables were used to capture a range of deformable object behaviors.

Due to Mendeley’s file size limitations, we provide a subset of representative trials for each cable type in this repository. The full dataset is accessible via Dropbox at the following link:
https://www.dropbox.com/scl/fo/0fi6vh4yx42rayw8q3g2b/ADai0G6wGWgbERmVV2MNZSo?rlkey=tww2m03qbenj1npr7czzryndy&st=5b4rgsdd&dl=0

File Naming Convention
Cable_(number)_Human: Trials where the robot hand was manually guided by a human to insert the cable. These trials have a higher success rate and represent expert-like insertion behavior.
Cable_(number)_Random: Trials where the robot performed insertions from randomized positions and orientations, leading to more variable success rates and diverse contact conditions.

Each top-level folder contains subfolders named by the data collection date (e.g., 20241204). Within each date folder, multiple subfolders are named by trial number (e.g., trial_1, trial_2), but these numbers do not correspond to specific experimental conditions—they are simply used to organize the data and prevent excessive file counts in a single directory.

Inside each trial folder, the following five folders are included:
global_view/: Contains bottom-view RGB camera images (.jpg) captured from beneath the robot workspace.
inner_view/: Contains side-view images (.jpg) of the pipe opening used to visually verify task success or failure.
local_view/: Contains front-view RGB camera images (.jpg) showing the robot and cable during insertion.
tactile_view/: Contains grayscale tactile images (.jpg) from the DIGIT sensor. Each image is vertically stacked to show three fingertips: index finger (top), thumb (middle), and middle finger (bottom).
robot_data/: Contains a single .npy file with time-series robot data. The data array format is as follows:
[0–2]: End-effector force (Fx, Fy, Fz)
[3–5]: End-effector torque (Tx, Ty, Tz)
[6–11]: End-effector pose (position x, y, z and quaternion x, y, z, w)
[12–18]: Joint angles of the 7-DOF Franka Emika Panda robot
[19]: Insertion success label (1 = success, 0 = failure)
DOI: 10.25400/lincolnuninz.16892392.v1
title: Motivations and satisfaction of New Zealand domestic tourists

description: Increased tourist pressures can cause deterioration of nature-based tourist destinations and adversely affect visitor satisfaction. This study aims to identify how public participation using mobile devices on-site, can assist in assessing future design scenarios for a popular nature-based destination, within a short day trip from Christchurch in Aotearoa New Zealand. An online survey using participants’ mobile devices at Kura Tāwhiti Castle Hill Rocks identified domestic tourists’ motivational, satisfaction and dissatisfaction factors that were associated with age and visit frequency at the destination. These factors were linked to site experiences, particularly being out in nature, that could be used to design future scenarios for similar nature-based settings in Aotearoa New Zealand. Four future scenarios using 2D photomontages were used to rank domestic visitor preferences for changing path and tracks, fencing, signage, structures and people. The study found that the low impact scenario with the least people was the most desirable. This high level of sensitivity of New Zealanders to change at outdoor recreational destinations suggests that nature-based settings must be designed and managed with considerable care to minimize the perception of over-crowding and deterioration of the site experience, particular for return visitors.
DOI: 10.6084/m9.figshare.4040112.v1
title: WS-DREAM dataset#1

description: <pre>**************************************************************************** * README file for 339 * 5825 Web service QoS dataset * Last updated: 2016/04/27 **************************************************************************** This dataset describes real-world QoS evaluation results from 339 users on 5,825 Web services. Note that we have recently updated the location information (e.g., IP, AS, Latitude, Longitude) of users and services into the dataset. It is available for downloading at: http://wsdream.github.io/dataset/wsdream_dataset1.html **************************************************************************** List of contents of the dataset **************************************************************************** userlist.txt - information of 339 service users. Format: | User ID | IP Address | Country | Continent | AS | Latitude | Longitude | Region | City | wslist.txt - information of the 5,825 Web services. Format: | Service ID | WSDL Address | Service Provider | IP Address | Country | Continent | AS | Latitude | Longitude | Region | City | rtMatrix.txt - 339 * 5825 user-item matrix of response-time. tpMatrix.txt - 339 * 5825 user-item matrix for throughput. readme.txt - descriptions of the dataset. **************************************************************************** Reference paper **************************************************************************** Please refer to the following papers for the detailed descriptions of this dataset: - Zibin Zheng, Yilei Zhang, and Michael R. Lyu, “Investigating QoS of Real- World Web Services”, IEEE Transactions on Services Computing , vol.7, no.1, pp.32-39, 2014. - Zibin Zheng, Yilei Zhang, and Michael R. Lyu, “Distributed QoS Evaluation for Real-World Web Services,” in Proc. of the 8th International Conference on Web Services (ICWS'10), Miami, Florida, USA, July 5-10, 2010, pp.83-90. IF YOU USE THIS DATASET IN PUBLISHED RESEARCH, PLEASE CITE EITHER OF THE ABOVE PAPERS. THANKS! **************************************************************************** Acknowledgements **************************************************************************** We would like to thank PlanetLab (http://www.planet-lab.org/) for collecting the dataset, and IPLocation (http://www.iplocation.net/) for collecting the location information. We also thank Prof. Mingdong Tang (HNUST) for contributing the AS information of the users and services. **************************************************************************** License **************************************************************************** The MIT License (MIT) Copyright (c) 2016, WS-DREAM, CUHK (https://wsdream.github.io)</pre>
DOI: 10.6084/m9.figshare.4530893.v6
title: The National Genomics Research and Healthcare Knowledgebase

description: This document sets out the protocol for the National Genomic Research Library (the Library), and is a development of the 100,000 Genomes Project. It reflects the evolution of the ambition to sequence 100,000 Genomes by 2018, to an ongoing and expanding research resource, the Library. This version supersedes version 5 and includes further details regarding research in the Library.
DOI: 10.6084/m9.figshare.19077689.v1
title: original data.xlsx

description: original data-fitness
DOI: 10.6084/m9.figshare.24595683.v4
title: Odocoileusvirginianus_IDATFiles

description: Raw methylation data for white-tailed deer (.idat).
DOI: 10.6084/m9.figshare.6979427.v1
title: Supplementary Material for: Reduced CD4 T Lymphocytes in Lymph Nodes of the Mouse Model of Autism Induced by Valproic Acid

description: <b><i>Objective:</i></b> Considering the potential role of lymphocytes in the pathophysiology of autism spectrum disorder (ASD), we aimed to evaluate possible alterations of T cell pools in the lymphoid organs of an animal model of autism induced by valproic acid (VPA). Pregnant Swiss mice received a single intraperitoneal injection of 600 mg/kg of VPA (VPA group) or saline (control group) on day 11 of gestation. Male offspring were euthanized on postnatal day 60 for removal of thy­muses, spleens, and a pool of inguinal, axillary and brachial lymph nodes. Cellularity was evaluated, and flow cytometry analysis was performed on cell suspensions incubated with the mouse antibodies anti-CD3-FITC, anti-CD4-PE, and anti-CD8-PE-Cy7. We observed that the prenatal exposure to VPA induced a reduction in the numbers of CD3+CD4+ T cells in their lymph nodes when compared to the control animals. This was specific since it was not seen in the thymus or spleen. The consistent decrease in the number of CD4+ T cells in subcutaneous lymph nodes of mice from the animal model of autism may be related to the allergic symptoms frequently observed in ASD. Further research is necessary to characterize the immunological patterns in ASD and the connection with the pathophysiology of this disorder.
DOI: 10.6084/m9.figshare.708390.v3
title: Code samples in "Modeling the Earth with Fatiando a Terra"

description: This file set includes an IPython notebook file with the code samples in the proceedings of the 2013 Scipy Conference "Modeling the Earth with Fatiando a Terra". Also included are a plain text Python file with the code and a pickle file with the polygonal prism model used in the proceedings. The links bellow are: * The git repository of the proceedings * A rendered version of the code_samples.ipynb notebook on http://nbviewer.ipython.org/
DOI: 10.17632/5mww8rb9td
title: Dhaka Stock Exchange Historical Data (1999-2025)

description: This dataset contains historical technical data from the Dhaka Stock Exchange (DSE), primarily collected from the official DSE website and supplemented with other publicly available online sources. It is intended solely for informational and research purposes. While every effort has been made to ensure the accuracy and completeness of the data, some inconsistencies or errors may still exist. Users are advised to independently verify any critical information before use.

Data Summary:
This dataset provides historical trading data for over 700 listed companies on the Dhaka Stock Exchange (DSE), covering the period from January 1999 to April 2025. The dataset consists of 1,684,249 rows and 7 columns, including the following fields:
- Trading Code: Ticker symbol of the company
- Date: Trading date
- Open: Opening price
- High: Highest price during the day
- Low: Lowest price during the day
- Close: Closing price
- Volume: Total shares traded on that day

Notable Findings:
The dataset reflects significant market cycles, including bullish and bearish trends, over two decades. Includes major economic events, such as:
- 2008 global financial crisis impact on DSE
- The 2010-11 market crash in Bangladesh
- The effects of COVID-19 (2020–21) on trading volume and volatility
- Historical price trajectories of major companies like BEXIMCO, SQUARE, GP, BATBC, etc., are well captured.

Value of the Data:
- Offers a comprehensive, time-rich view of Bangladesh’s capital market over 25+ years.
- Useful for quantitative finance, econometrics, and machine learning applications in time series forecasting.
- Enables comparative studies across sectors like banking, pharmaceuticals, telecom, textiles, etc.
- Suitable for academic research, policy analysis, and investment strategy development.
- Acts as a benchmark dataset for algorithm testing, especially in emerging market scenarios.

Potential Use Cases:
- Financial modeling and stock price forecasting using machine learning
- Volatility and risk analysis across different timeframes
- Impact studies of global/regional events on stock performance
- Development of automated trading systems for the Bangladesh market
- Training data for university courses in finance, statistics, or data science
- Backtesting investment strategies and portfolio simulations
- Data visualization projects to explore long-term market trends
DOI: 10.17632/zt4rgyf5yf
title: Respiration in insomnia: fully night-time respiratory signals in sleep state misperception and psycho-physiological

description: The information arranged here had been initially collected for a study entitled ‘Characterization of cardio-respiratory signals in a sleep disorder suffers’. This information describes the data of 82 subjects; taking part 41 healthy subjects and 41 subjects with insomnia in tow phenotype included 30 sleep state misperception and 11 psycho-physiological.
DOI: 10.6084/m9.figshare.23284367.v1
title: Chen dataset : scATAC + scRNA tables preprocessed (paired)

description: Folder containing both scATAC-seq accessibility matrice and scRNA-seq count matrice for the dataset
DOI: 10.6084/m9.figshare.28380158.v1
title: Rhabdomys kidney and urine osmolarity (data set)

description: Kidney RMT, urine osmolarity and medullary-cortex ratio data for five populations, belonging to four taxa of the African striped mouse genus <i>Rhabdomys </i>distributed along an aridity gradient<i>.</i>
DOI: 10.6084/m9.figshare.11106113.v1
title: SDG ontology

description: This ontology dataset has been created based on the keywords from the scientific output of the SDGs (seed+expansion). This is an ongoing study of the Millennium Development Goals (MDGs) and Sustainable Development Goals (SDGs) output. A preliminary study was presented at the 17th International Conference on Scientometrics & Informetrics (ISSI 2019) in Rome. <br><br>Bautista-Puig, N.; Mauleón E. (2019). <i>Unveiling the path towards sustainability: is there a research interest on sustainable goals?</i> In the 17th International Conference on Scientometrics & Informetrics (ISSI 2019), Rome (Italy), Volume II, ISBN 978-88-3381-118-5, p.2770-2771.<br>
DOI: 10.6084/m9.figshare.28235123.v1
title: Dataset for "Multi-stage Deep Clustering of Urban Ambient Noise for Seismic Imaging"

description: The 24-channel ambient noise dataset was collected from 6:30 PM (local time) on July 6, 2021, to 4:43 PM the next day, along the He-Hang Railway in Huzhou city, China. The Z-component data of seismometers is stored in MAT format. Please refer to our study for detailed information on the dataset.
DOI: 10.6084/m9.figshare.28934237.v1
title: VS Project database

description: VS Project survey was developed in 2023 to assess the prevalence and risk factors associated with <b>cigarette </b>and <b>e-cigarette</b> use in private high schools in Mexico City. In this dataset, the variable <b>SEAN</b> refers to e-cigarette use.<br>
DOI: 10.11583/dtu.8204744.v2
title: ALEX17 Test Site dataset: reference 118m met mast on top of Alaiz ridge

description: The present dataset is part of the Alaiz Experiment-2017 (ALEX17) which consists of one 118m met masts instrumented with nine measurement levels with booms perpendicular to 360º. Wind speed and wind direction are measured at five levels (118, 102, 90, 78 and 40 m) with wind vanes and cup anemometers, and with sonic anemometers at 118, 78 and 40 meters. Temperature and relative humidity are measured at five levels (113, 97, 81, 38 and 2 m). The dataset has 24 months of wind measurements from July/2017 to July/2019. The experiment report shows the coordinates of all sensors, intrument tilt and boom directions. Both raw data at 20Hz, as well as 10min averages of quality-controlled and tilt corrected data are available.
DOI: 10.6084/m9.figshare.17903834.v2
title: Rat 3D Tracking & E-Phys KISN 2020 Dataset

description: This dataset was collected in 2020 in the Whitlock Lab at the Kavli Institute for Systems Neuroscience (KISN) in Norway by Bartul Mimica and Tuce Tombaz. In the "data_files" directory, each pickle file is a separate (~20 min) recording session of an individual rat moving freely in a 2x2 m octagonal arena, with seven 3D motion captured body points, head and back Euler angles derived from such tracked points, inertial measurement unit-derived head Euler angles, sound stimulus presentation, spiking activity etc. In the "cluster_group_identity_files" directory, one can find whether individual clusters were classified as single units ("good") or multi-unit activity ("mua"). Further details about data structure can be found in the "data_description.pdf" file.
DOI: 10.6084/m9.figshare.25765707.v1
title: Metagenome-assembled-genomes recovered from the Arctic drift expedition MOSAiC: spreadsheet of MAGs, sample metadata, and sequencing information

description: Metagenome-assembled-genomes (MAGs) recovered from the MOSAiC drifting observatory, as part of HAVOC and pilot metagenomes. Samples were collected either as part of a core time series, or as part of the HAVOC project (Ridges - safe HAVens for ice-associated flora and fauna in a seasonally ice-covered Arctic OCean), collecting samples from ice-ridges, under-ice water, and from sediment traps beneath sea-ice ridges and level ice.This spreadsheet records metadata (including NCBI bioproject/biosample accessions) for these samples, and details about MAGs in the datasets:10.6084/m9.figshare.2574622210.6084/m9.figshare.2574313810.6084/m9.figshare.25743192