cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9zf9m7ffcc
title: ECONOMIC GROWTH AND STRUCTURAL CHANGES: PRELIMINARY EVIDENCE FROM BIHAR

description: Structural Change is the phenomenon witnessed by almost all the developing and the developed states in their journey towards a higher sustained economic growth. The rise in per capita income and the structural change are complementary to each other. A rise in per capita income reinforces structural change and structural change leads to the rise in the productive efficiency stimulating rise in the per capita income of the people. The paper analyses this phenomenon in the state of Bihar which has, of late, started ta witness a higher growth trajectory in its economy. Sourcing the data from the archival records of the various government agencies, the study found that the state of Bihar has mirrored the structural change being experienced by the economy of India. The share of the primary sector in the state's GSDP has drastically declined and is replaced by the services sector. This phenomenon is particularly ascribed to the rising share of trade, communications and the government led public spending in the construction sector. However, the state is not experiencing a balanced growth pattern in its economy; some districts have become more developed relative to the other districts. It has also been seen that due to the low economic base of the state, we cannot expect that the state's socio-economic indicators will converge sooner to the_ more developed states of India.
DOI: 10.17632/b5s8ywwgwr
title: Mechanical Properties Dataset of BFRC for strength prediction with machine learning

description: Data were obtained from a large number of dissertations.As most of the concrete requirements focus on the compressive strength at 28 days, only data referring to specimens that were tested at this age were selected. 
Numerous parameters relating to the mechanical properties and mix design of BFRC were included in this dataset. The parameters of the mix design included in the database were cement (C), silica fume (SF), fly ash (FA), coarse aggregate (CA), fine aggregate (FA), water (W), and superplasticizer (S), and the parameters related to the fiber properties were diameter (FD), length (FL), and fiber volume fraction (FF). Finally, the mechanical properties recorded in the dataset were compressive strength (CS), flexural strength (FS), and splitting tensile strength (STS). The dataset contained 13 parameters divided into ten features and three targets.
DOI: 10.6084/m9.figshare.680889.v1
title: MCF7 human breast carcinoma cell line transcriptional regulatory network

description: The MCF7 human breast carcinoma cell line transcriptional regulatory network was reverse engineered by the ARACNe algorithm (PMID 16723010) from 527 MCF7 cell line samples perturbed with small molecule compounds for 6h (Connectivity MAP). Gene expression was profiled on Affymetrix H-GU133A arrays, processed by the cleaner algorithm (PMID 20042104), and normalized with MAS5 (affy package from Bioconductor). The regulatory network ('regul', 623 transcription factors regulating 5,982 target genes through 90,870 interactions) and the expression dataset used to assemble it ('dset', 527 samples x 6,839 probe-sets) are included as an R-system binary file.
DOI: 10.17632/3h3j4v5yft
title: Python script for the "A Simulation Study of the Efficiency of Unmarked On-Street Parking and Vehicle Downsizing" study

description: This script is used to simulate the process of parking the same inflow of randomly generated vehicles using different parking management methods.
DOI: 10.17632/j697r4z4k6
title: Data for: Long-term irrigation and fertilization practices increase the radium-226 levels in some agricultural soils in Vietnam

description: Table S1
DOI: 10.17632/rs86jtwfn9
title: Merged SAR and Optical

description: The map package files (merged.mpk) were prepared and can be opened by Arc Gis 10.8.2 and above versions. The map package data files include the SAR data (RISAT-1 from ISRO-Bhoonidhi) in HH,HV- polarizations, DEM ( USGS ) and IRS LISS III (Bhuvan-NRSC) data with the 30m spatial resolution were downloaded from the respective websites. Geology data in 1:50,000 scale is downloaded from GSI Bhukosh.
The resolution merged data of Optical and SAR data has been prepared using Brovey transform in ERDAS 2015 software. The output file have advantages of both optical and microwave features. Extracted the Lineaments(.shp) from the coupled data of merged SAR and improved and verified with the DEM, Optical, SAR and Geology data sets. All these data generation and Statistical calculation done with the help of ArcGIS software. ArcGIS guide will help to create shape files, Attribute table calculations of length, classification. Azumutal trend calculations of each lineaments done using Split lines and other geometric calculations giving the trend of each lineament and finally export the map (All .jpg files).
Rose diagrams was prepared based on the trend of lineaments with the help of Rockworks 17 software. The generated Azimuthal trend data in lineament shape file can be import to linears - utilites - Rose diagram. I was prepared Rose diagram of different class of lineaments using frequency calculation method.
Lineaments are the linear geological features can extend from few meters to hundreds of kms. Geologically lineaments are either structural or stratigraphical, typically it will comprise fault, fold axis, bedding contacts, dyke intrusions, shear zone or a straight coast line. Mapping lineaments using remote sensing is economical, faster can act as a preliminary study. Generally lineaments have been mapped using the optical remote sensing data such as Landsat, Resourcesat etc. For India, Lineaments were mapped using the LISS III and LISS IV of Resourcesat-1 & 2 at a scale of 1:50k. However in tropical region like India, limited exposure of ground due to vegetation cover, lineaments may go unnoticed in optical remote sensing data. This problem can be overcome by Synthetic Aperture Radar (SAR) data, which can penetrate ground significantly. With the launch of RISAT-1satelite, data availability of SAR data is immense for Indian region. Aim of this study to explore the SAR data and merged SAR and optical data for lineament mapping.
DOI: 10.17632/tbk36g2f2t
title: Data for: Role of Fairness, Accountability, and Transparency in Algorithms: Proposing Algorithmic Affordance

description: This is a data set for the study.
DOI: 10.17632/62hf4cvb7n
title: PROTAC Ternary Models: Brd4bd1-l28/l29/l30/l31-CRBN

description: This dataset contains all ternary models of system: Brd4bd1-l28/l29/l30/l31-CRBN. All ternary models pass two filters: linker rmsd (geometry) and Rosetta minimization energy (energy). The score.zip contains all Rosetta minimization Inter_E scores of all ternary models.
DOI: 10.17632/bzgf9r36kp
title: BUET-DDoS2020

description: Distributed Denial of Service (DDoS) is one of the most frequent attacks in cloud that cause significant damage, affect the performance and continue to be the predominant security challenge. Over the past decade, research on DDoS attack detection has focused on a few classes of these attacks. To generate DDoS flooding attack we use three tools namely: hping3, mausezahn and wreckuests. UDP flood attack, TCP SYN flood attack and ICMP flood attack was performed by using hping3. For DNS flood attack mausezahn was used and for HTTP Flood attack wreckuests was used. Tcpdump, a traffic protocol analyzer is used to capture the attack traffic. Moreover, legitimate traffic was also collected using tcpdump from Lab environment network. The captured attack traffic and normal traffic were used to create a new dataset. The dataset has six classes and 1081633 records out of which 1001984 are DDoS attacks. Distribution of Different Classes. Types No. of Records TCP SYN flood attack 551179 ICMP flood attack 136496 UDP flood attack 125774 DNS flood attack 114160 HTTP flood attack 74375 Legitimate traffic 79649
DOI: 10.17632/xgs6mxtzwv
title: Beached seabirds in Brazil - cause of death, pathologies and plastic ingestion

description: We reviewed complete postmortem examination records of 654 seabirds that beached between 2017-2021 in Southeastern Brazil.
This dataset includes information about:

- Biological data (species, weight, sex, stage of development, corporal score).
- Cause of death and pathologies/conditions found in necropsy.
- Debris ingestion, mostly plastic, including total amount and mass (0.0001 g) , and per type: industrial plastic, hard plastic, sheet plastic, threadlike plastic, foam, elastic, other items and hook.

For methods information, see the source article.
DOI: 10.6084/m9.figshare.22132982.v1
title: Urban forest microclimate gradients

description: Daily microclimate data used for manuscript entitled:Urban forest microclimates across temperate Europe are shaped by deep edge effects and forest structureDe Pauw et al. 2023 Agricultural and Forest MeteorologyAlso cleaned hourly microclimate measurements with metadata are provided here in SoilTemp format.
DOI: 10.17632/ddhyy849vy
title: Interaction between Microfinance Pricing and The Financial Sustainability: A Cross-Regional and Income-Level Perspective [Dataset]

description: The attached files are organized in the optimal sequence for systematic evaluation: 
1. Competition (CMP) Dataset – Contains the data and variables used to compute the Lerner Index, a key indicator of competition within the study. 

2. Translog_Cost_CMP_EViews_Workfile – Provides the estimation results for the translog cost function, obtained through Ordinary Least Squares (OLS) regression, including the estimated parameters (β₁, β₂, μ, δ). 

3. FULL Completed Dataset – Comprises the selected panel dataset encompassing all study variables, along with associated metadata (refer to it, please, for further details). 

4. Full_EViews_Workfile – Includes panel data, study variables, and econometric models implemented within the EViews software. 

5. Panel Unit Root Tests (OUTPUTS) – Presents the results of stationarity tests, including the Levin-Lin-Chu Test, the Im, Pesaran, and Shin (IPS) Test, the ADF-Fisher Chi-square Test, and the Phillips-Perron Fisher Test. Additionally, this file outlines the transformations applied to non-stationary variables to ensure stationarity before incorporating them into regression models. 

6. MODEL(1) (OUTPUTS) – Contains EViews-generated outputs documenting the complete analytical process for the first model, which examines the impact of pricing on Return On Assets (ROA) in microfinance institutions (MFIs), as detailed in the Table of Contents. 

7. MODEL(2) (OUTPUTS) – Includes the EViews outputs for the second model, which investigates the impact of pricing on Portfolio At Risk (PAR), 90 days (%) in MFIs, as specified in the Table of Contents. 

8. MODEL(3) (OUTPUTS) – Provides EViews outputs for the third model, analyzing the influence of pricing on Operational Self Sufficiency (OSS) (%) in MFIs, as outlined in the Table of Contents. 

9. MODEL(4) (OUTPUTS) – Contains EViews-generated outputs documenting the complete analytical process for the first model, which examines the impact of financial sustainability (ROA, PAR90, and OSS) on pricing in microfinance institutions (MFIs), as detailed in the Table of Contents.

This structured compilation of datasets and analytical outputs ensures transparency, reproducibility, and methodological rigor in the research process.
DOI: 10.17632/k42j7x2kpn
title: CLICK-ID: A Novel Dataset for Indonesian Clickbait Headlines

description: The CLICK-ID dataset is a collection of Indonesian news headlines that was collected from 12 local online news publishers; detikNews, Fimela, Kapanlagi, Kompas, Liputan6, Okezone, Posmetro-Medan, Republika, Sindonews, Tempo, Tribunnews, and Wowkeren. This dataset is comprised of mainly two parts; (i) 46,119 raw article data, and (ii) 15,000 clickbait annotated sample headlines. Annotation was conducted with 3 annotator examining each headline. Judgment were based only on the headline. The majority then is considered as the ground truth. In the annotated sample, our annotation shows 6,290 clickbait and 8,710 non-clickbait. There are 2 folder; raw and annotated. The raw folder contains the original files that were collected from the publisher's websites. On the other hand, the annotated folder contains the 15,000 chosen sample of annotated headlines. Both folders contains three folders with names corresponding to their contents' file extensions; (.csv) and (.xlsx), plus one combined folder. The raw data files contains the attributes: title, source, date, time, category, sub-category, content, and url. While the annotated data files contains the attributes: title, label, and label_score.
DOI: 10.6084/m9.figshare.29137415.v1
title: Supplementary Material for: Psoriatic Alopecia: Clinical Features, Pathogenesis, and Emerging Treatment Strategies

description: Background: Psoriatic alopecia is a distinct but underrecognized manifestation of psoriasis, leading to both non-scarring and scarring hair loss. While scalp involvement is common in psoriasis, the mechanisms underlying follicular damage and hair loss remain poorly understood. Diagnosis is challenging due to clinical and histopathological overlap with other alopecias, and treatment responses are often variable. Summary: This review examines the clinical presentation, pathogenesis, and management of psoriatic alopecia. The inflammatory process, primarily driven by the Th17/IL-23 axis, contributes to hair follicle disruption, sebaceous gland atrophy, and in severe cases, permanent alopecia. Trichoscopy and histopathology aid in diagnosis, but standardized criteria are lacking. Treatment strategies include topical corticosteroids, vitamin D analogs, and systemic biologics, but some patients remain refractory to conventional therapies. Paradoxical psoriatic alopecia induced by TNF inhibitors further complicates management, necessitating individualized treatment approaches. Key Messages: Psoriatic alopecia requires greater clinical recognition and research to improve diagnosis and treatment. A deeper understanding of its pathogenesis, particularly immune-mediated follicular damage, could lead to more effective therapies. Personalized treatment approaches, including novel biologics, hold promise for improving patient outcomes, but further studies are needed to optimize long-term management strategies.
DOI: 10.17632/2stn5mwwkm
title: Domestic water consumption in a habitation living lab in Sweden

description: The HSB Habitation Living Lab is a 29 apartment residential complex built on the university campus. Some 32 students have their permanent residence in the lab, which is also an open sustainability research and innovation platform. The present data set contains one month of disaggredated water consumption data and a total of 20535 rows of data. Water consumption is measured for individual micro-consumption points. 24 of the apartments are organized in four clusters with six studio apartments, where each apartment has it own kitchen box and private WC, and shares a common kitchen area and two bathrooms. Apart from this there are five apartments consisting of 2-4 rooms each. The dwellers are mainly students in their early-mid twenties. No detailed demographics are available. The following fields are used: time: the time of the consumption in 24h format day_of_month: day of the month (1-31) weekday: weekday name (monday-sunday) value: the reported consumption, in cubic meters. room_id: randomly hashed string to identify room units location: type of room where water is consumed location_type: type of apartment/space water_type: hot or cold water point_of_consumption: type of water utility, e.g. shower, wc, sink NB: The resolution and minimum reported volume is one liter (0.001 cbm) and the reporting frequency of the water meters is 1/600 Hz. The last digit of the time has been randomized to prevent potential cross matching.
DOI: 10.17632/ffgp73gfsr
title: Cherry Tomato Datasets

description: We collected five types of cherry tomatoes images in the greenhouse and labeled them as object detection dataset 1 and keypoint detection dataset 2.
DOI: 10.17632/j8jbt3wwsg
title: Supporting dataset for Cusinato et al., 2021, Winter Euro-Atlantic climate modes: Future Scenarios from a CMIP6 multi-model ensemble.

description: The datasets provide winter time-series of indices of major modes of Euro-Atlantic climate variability calculated for an ensemble of CMIP6 historical and ssp585 simulations. Indices include North Atlantic Oscillation (NAO), Eastern Atlantic pattern (EA), Eastern Atlantic Western Russian pattern (EAWR) and Scandinavian pattern (SCA). The indices have been computed from the 500hPa geopotential height (Z500) field and from the sea-level pressure field. 
Dataset are named according to the following criterion: ${index}_${level} where index=[NAO,EA,EAWR,SCA] and level=[Z500,SLP].
Each dataset is a NumPy array of size [46,249] corresponding to [simulations,time] where simulations refer to the 46 CMIP6 simulations (historical and ssp585) listed in the pdf document "CMIP6_simulations" and time refers to the period from 1851 to 2099 over which the indices time-series have been computed. The indices time-series of all the datasets have been standardized over the period 1980-2014.
DOI: 10.17632/k498ggvffd
title: JOES - Judd Ofelt from Emission Spectra Application Software

description: By using this app please cite article:
https://doi.org/10.1016/j.jlumin.2018.09.048
https://www.sciencedirect.com/science/article/pii/S0022231318313292

What is Judd-Ofelt theory?

Judd-Ofelt theory has the ability to predict oscillator strengths in both absorption and luminescence, luminescence branching rations, excited state radiative lifetimes, energy-transfer probabilities and estimates of quantum efficiencies by using only three parameters. Its predictive qualities are responsible for its widespread use in all fields regarding luminescence of rare earths. Rapid increase of the importance of the field of lanthanide materials is followed by an increasing trend of number of research papers mentioning the theory.
Why only europium?

Europium has unique quality that Judd-Ofelt analysis can be done solely from the emission spectrum. For Judd-Ofelt of other elements from the absorption spectrum, look for the application software named RELIC.
How to use it?

All you need is the output file from the spectrofluorometer or a Origin file containing the spectrum intensity vs wavelength. The help file is contained within the application.

Application software

JOES is written in Java, and thus works on Windows, Linux or Mac OS. It is licensed under GPLv3. The application does not require installation. For Windows there are binaries available, for other platforms there are jar files.

What is the app capable for?

    Calculate Branching ratios,
    Calculate Radiative transition probabilities,
    Calculate Cross-sections,
    Calculate Barycenters,
    Calculate Judd-Ofelt parameters
    Calculate CIE color space coordinates
    Estimate quantum efficiencies
    Draw CIE diagram
    Find Eu site symmetry
    Contains Refractive index database of 150 materials
DOI: 10.17632/knphgvc6cr
title: Major US Electric Utility Climate Pledges Have The Potential to Collectively Reduce Power Sector Emissions by One-Third

description: This spreadsheet contains the input data, calculations, and associated figures that provide the basis for Godlevskaya, D., Galik, C., and Kaufman, N. (2021). Aggregate Emissions Implications of Major US Electric Utility Climate Pledges: The Potential to Reduce Power Sector Emissions by One-Third. One Earth, 10.1016/j.oneear.2021.11.008.
DOI: 10.6084/m9.figshare.19165883.v1
title: Acute exercise and adolescents' attention

description: Dataset used in the publication "Effects of Acute Endurance, Strength, and Coordination Exercise Interventions on Attention in Adolescents: A Randomized Controlled Study"
DOI: 10.17632/44jhprfbb9
title: Supplemental Figure 11

description: Intralesional injections into the nail matrix.
DOI: 10.17632/wtbb5py458
title: Bayanno

description: This dataset is published for Bengali continuous speech recognition. The dataset has three files "Script Files" contain the Bengali text for continuous speech and "Speech Files" contain the recorded audio speech. "Speakers_information" CSV file has stored the speaker's information.
DOI: 10.17632/xttwsktvcv
title: Appendix A: Collaborative Writing Project Questionnaire

description: This Appendix A provides the data from the Collaborative Writing Project Questionnaire carried out to the students who participated in the Teaching Innovation Project: "Writing an academic review in tele-collaborative settings" (PID 181960), carried out at the Universitat de les Illes Balears (UIB) with the collaboration of the Open University of Catalonia (UOC) during the academic year 2018-2019. We have used some of the information obtained from these interviews in the article: "Collaborative Writing at Work: The Employment of Peer Feedback in a Blended Learning Environment" Article Summary: This exploratory study aims to analyse the nature of peer feedback during a collaborative writing assignment, and to identify the possible effects feedback has on the revision of a text written by university students in a blended learning environment. Under analysis are two different graduate’s courses in academic writing, during which, over a period of a whole semester, the students (n = 85) were divided into 25 work groups to carry out a co-evaluation assignment with the support of a technology platform. The results obtained indicate that, when collaborative writing includes peer feedback, instead of unidirectional corrections from the teacher, the students respond more reflectively and constructively, they discuss the content they are working with, and, as a result, they effect significant changes in their own writing.
DOI: 10.6084/m9.figshare.7021706.v1
title: Metadata from ENSO effects on the transpiration of eastern Amazon trees

description: Tree transpiration is important in the recycling of precipitation in the Amazon and might be negatively affected by El Niño–Southern Oscillation (ENSO)-induced droughts. To investigate the relative importance of soil moisture deficits versus increasing atmospheric demand (VPD) and determine if these drivers exert different controls over tree transpiration during the wet season versus the dry season (DS), we conducted sap flow measurements in a primary lowland tropical forest in eastern Amazon during the most extreme ENSO-induced drought (2015/2016) recorded in the Amazon. We also assessed whether trees occupying different canopy strata contribute equally to the overall stand transpiration (<i>T</i><sub>stand</sub>). Canopy trees were the primary source of <i>T</i><sub>stand</sub>. However, subcanopy trees are still important as they transpired an amount similar to other biomes around the globe. Tree water use was higher during the DS, indicating that during extreme drought trees did not reduce transpiration in response to low soil moisture. Photosynthetically active radiation and VPD exerted an overriding effect on water use patterns relative to soil moisture during extreme drought, indicating that light and atmospheric constraints play a critical role in controlling ecosystem fluxes of water. Our study highlights the importance of canopy and subcanopy trees to the regional water balance and highlights the resilience to droughts that these trees show during an extreme ENSO event.This article is part of a discussion meeting issue ‘The impact of the 2015/2016 El Niño on the terrestrial tropical carbon cycle: patterns, mechanisms and implications’.
DOI: 10.17632/2f73pzdkr4
title: Ultra-Sensitive High-Resolution Profiling of Anti-SARS-CoV-2 Antibodies for Detecting Early Seroconversion in COVID-19 Patients

description: This data was used for the figures presented in the text and SI. Data_DiscoveryCohort: SI figure 5 Data_TrainingCohort: Main text, figure 2 Data_ValidationCohort: Main text, figure 4