cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3sczrvrwym
title: Data and scripts for RDF recognition of nanoparticles architecture

description: 
The  ultimate sensitivity of pair radial distribution functions (RDF) of atoms to the nanoparticle architecture.

Each Jupiter notebook is presented in two formats: interactive with extension `ipynb` and static, with extension `html`.

Files included:

1. XAFS folder contanins X-ray absorption spectra (*.norm files) and extracted from them EXAFS oscillation functions (*.chi files) for the samples. Also added examples Larch script (*.lar) for fitting of the EXAFS data for sample PtCu_stage2 and example Bash script (*.sh) to produce a set of feff dat files.

1. `produce_rdfs.py` -- Python script to construct nanoparticle models and calculate RDFs for them. Requires ASE [https://wiki.fysik.dtu.dk/ase/ase] and bimetall [https://github.com/lavakyan/ase-bimetall] libraries.

1. `bimetall.tgz` -- bimetall library, requred for running of `produce_rdfs.py` script.

1. `rdfs.tgz` -- archive containing the RDFs obtained after run of `produce_rdfs.py` script.

1. `postproc_RDFs.ipynb` -- Jupyter notebook for loading, scaling and production of `*.pkl` data files.

1. `analyze_R1.ipynb` -- Jupyter notebook for analyzis of metal-metal interatomic distances. Gaussian fitting of RDFs. Classification using ML methods. Prediction of architectures for the samples.

1. `classify_RDFs.ipynb` -- Jupyter notebook for analysis of theoretical RDFs on a range 2 < R < 5 (three coordination shells) and predictions of nanoparticle architectures.

1. `classify_RDFs.ipynb` -- Jupyter notebook for analysis of theoretical RDFs on a range 2.2 < R < 3.2 (first coordination shell) and predictions of nanoparticle architectures.
DOI: 10.17632/42hpt8bnk3
title: Early Software Size Estimation using ADAF-adjusted Analysis Class Diagram Metrics - Datasets

description: It includes six different datasets. The first five datasets contain student projects collected from different offerings of two undergraduate-level courses – Object-Oriented Analysis and Design (OOAD) and Software Engineering (SE) – taught in a renowned private university in Lahore over a period of six years. The sixth dataset contains real-life industry projects collected from a renowned software house (i.e. member of Pakistan Software Houses Association for IT and ITeS (P@SHA)) in Lahore. 
Dataset #1 consists of 31 C++ GUI-based desktop applications.
Dataset #2 consists of 19 Java GUI-based desktop applications.
Dataset #3 consists of 11 Java Command line-based desktop applications.
Dataset #4 consists of 12 Java web applications.
Dataset #5 consists of 42 Java – all three categories.
Dataset #6 consists of 11 VB.NET GUI-based desktop applications.

The analysis class diagram (ACD) metrics were adjusted using analysis-to-design adjustment factors (ADAFs).
OCP was calculated using the ACD of the project.
SLOC was automatically collected from reverse engineering the source code of the project.

Attributes are used as follows:
Project Code - project ID for identification purposes
ANOC – ADAF-adjusted number of classes
ANOA – ADAF-adjusted number of attributes
ANOM – ADAF-adjusted number of methods
ANOR – ADAF-adjusted number of relationships
OCP – objective class points
SLOC – software size measured in source lines of code
DOI: 10.17632/8v9y435jpt
title: Structural basis for product specificities of MLL family methyltransferases

description: unprocessed and uncompressed imaging data
DOI: 10.17632/r36v7fxs3d
title: Ireland et al Nov 2024

description: Raw data for Ireland et al. "Narrowband UVB and Solar-Simulated UV Suppress Systemic Immune Responses Through Different Mechanisms"
DOI: 10.17632/ktpwhx4smy
title: Full reference list for Laughter and humour for personal development: A scoping review

description: This database provides the full reference list used in the following scoping review: Laughter and humour for personal development: A systematic scoping review of the evidence doi.org/10.1016/j.eujim.2020.101144
DOI: 10.17632/hf3yr4zghb
title: Data for: Are Younger Children in Diabetic Ketoacidosis at Higher Risk of Cerebral Edema?

description: Supplementary table of the results of literature review
DOI: 10.17632/kw7nb7bsmx
title: Digital analysis of anatomical parts - horse

description: The study shows the color difference between the anatomical piece before and after four different fixation methods, applying digital investigation using analysis of histograms and CIEDE2000 for color quality.
DOI: 10.15468/dl.s4fspx
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterygoplichthys multiradiatus (Hancock, 1828))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001560-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/23tygwg49w
title: Caroli Linnaei...Systema naturae per regna tria naturae :secundum classes, ordines, genera, species, cum characteribus, differentiis, synonymis, locis

description: Linné, Carl von, 1707-1778; Salvius, Lars, 1706-1773
DOI: 10.17632/xhm84smdvb
title: Ankit_etal_JGR_Rev1_2022b

description: Unpublished data
DOI: 10.17632/jfb3msz44d
title: Mouse ANKRD31 Regulates Spatiotemporal Patterning of Meiotic Recombination Initiation and Ensures Recombination between X and Y Sex Chromosomes

description: This data set contains the raw images (immunofluorescence and western blots) and unprocessed data from current study.
DOI: 10.17632/8nkt4n39nw
title: Slope

description: ‘Slope model’ is generated from the digital elevation map (DEM).
DOI: 10.17632/3ct39sm8pr
title: Urban Expansion and Land Use Land Cover Dynamics in Nekemte City, Oromia Regional State of Ethiopia.

description: The data that used in the study were collected both from primary and secondary data source. Primary data source was the data taken through survey questionnaires and observation while secondary data was the data collected from different written materials, book, library, journal, and other articles related to the study; ortho photo was secondary data taken to analyze the extent of the urban expansion throughout the city.
spatial data was analyzed using, QGIS 3.16, ERDASEMAGINE 2014, ArcGIS 10.7.1 for those data acquired to evaluate the extent of urbanization change and their spatial extents (trend analysis of the city expansion from the past to the recent year) which necessitated to analyses rate of land use land cover changes. ArcGIS is the tool which can describe things qualitatively as well as quantitatively densities expressed by concentrations, or a quantity normalized by area or total number, to describe what is happening.
The researcher selects one kebele from seven kebeles of the city to study in, the kebele was Cheleleki sub city; The criteria that the researcher used for the selection was purposively identified referring to its rapid urban expansion demographically and spatially towards the peripheral area; 361 house hold was selected using n=N/1+Nɛ2 formula from 23878 total population of the keble with total households of 5974 and 357 respondents were fully responded. Questionnaire containing both open-ended and closed-ended questions for acquiring the reliable information on the issue under this study were prepared and distributed to the target groups were filled and collected. The observation was used in investigating the nature of the city expansion in different direction, which was described, narrated for both spatial and non-spatial data analysis made.
Descriptive statistics based on percentages and frequencies were used to analyze quantitative data while data collected through observation was analyzed qualitatively in text. IBM SPSS software was used to analyses the quantitative data collected through survey questionnaires from respondent’s data.
DOI: 10.17632/758v3r8ybg
title: Hydraulic conductivity data in Native forest and Pine plantation

description: Unsaturated hydraulic conductivity data for Native forest and pine planations during the start of dry, mid dry, start of wet and mid wet seasons. The data was collected at 40 locations in each site. The data was sampled at the same location for each season.
DOI: 10.17632/3kg6k94pnn
title: Data for: Bridging the Gaps in Cognitive Achievement in India: The Crucial Role of the Integrated Child Development Services in Early Childhood

description: The study uses public-use data from the India Human Development Survey, which are available to download for free from the following link https://ihds.umd.edu/data-download. The replication data contains the code for undertaking the analysis for the associated paper.
DOI: 10.17632/9cbkcpm7tg
title: Single-molecule imaging of mRNA localization and regulation during the integrated stress response

description: Images used in figures
DOI: 10.15468/dl.qey6vq
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Crotalus aquilus Klauber, 1952"
 ]
}

 The dataset includes 551 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001561-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3jfp4xnjrb
title: XRD and XRF Dataset for Merapi Volcaniclastics

description: Datasets for "Mineralogical, Elemental, and Spatial Variability of Volcaniclastics in Fluvio-Coastal-Aeolian Sedimentary Systems and Their Insights for Mineral Sorting on Mars".

Contents:
(1) Raw X-Ray Diffraction (XRD) spectra
(2) XRD quantified mineralogical abundance (in wt%)
(3) X-Ray Fluorescence (XRF) quantified elemental abundance in bulk composition (in wt% and molar)

Datasets are used to quantify and assess both mineralogical and elemental sorting of Merapi volcaniclastics from source to sink (Indonesia) and to see its extent of analogous property with volcaniclastics found on Mars.
DOI: 10.17632/yyxhrgxfcn
title: LINF_070005800

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/zb2p738cnn
title: DATA ANALYSIS OF PERSUASION STRATEGIES IN SPOKEN DISCOURSE

description: The corpus was collected from two speeches “Put God First” and “Fall Forward” given by Denzel Washington to college graduates during the commencement ceremony at Dillard University on May 9, 2015. The data was included in the form of #18 excerpts that were useful in my research analysis.
DOI: 10.17632/p3r7njtr5b
title: Mobile banking utilitarian factors and relationship marketing dimensions perception

description: Data tabulation on the perception of mobile banking service utilitarian factors and relationship marketing dimensions. For the data collection, this study used the survey method.
DOI: 10.17632/4xxmncfkzr
title: Students’ Assessment of an Automatic Educational Change: Opportunities for Online Learning in Crisis Regions in Cameroon

description: This is the raw data from a survey that employed a questionnaire with close and open ended questions. It was aimed at identifying and examining the experiences and challenges of online learning to provide opportunities for online learning for students in the North West and South West regions plagued by a socio-political armed conflict in Cameroon. The data was collected through an online survey at the wake of COVID-19 and validated with a score of 1 and Cronbach alpha reliability index of 0.752. The data was interpreted using percentages, frequency counts, chi-square and thematic analysis which revealed that students view online learning as an opportunity for continuing education in crisis regions, however younger and undergraduate students particularly have limited experiences (P&lt;0.01) with online learning. Similarly, students perceive enormous challenges with online learning to which decision makers can address to make online learning effective in these areas. This data is limited to the case study of the University of Buea in one of the crisis regions in Cameroon.
DOI: 10.17632/bpfztthv3r
title: First-Principles Calculation of the Optoelectronic Properties of Doped Methylammonium Lead Halide Perovskites: A DFT-Based Study

description: Data accompanied with the paper "First-principles calculation of the optoelectronic properties of doped methylammonium lead halide perovskites: a DFT-based study" consists of two folders: "Raw Data" and "Processed Data".


1. The "Raw Data" folder contains the detailed simulation settings as well as the crystal structures in .pdb format. In order to reproduce the given results one must follow the following steps:
 1. Import the crystal structures from the respective .pdb files.
 2. Select the CASTEP module in the Materials Studio Software Package
 3. Set up the calculation according to the settings provided in the .docx file.
 4. Export the results to a .xlsx file


2. The "Processed Data" folder contains the output of the geometry optimisation, optical property and bandstructure calculations implemented according to the procedure mentioned previously. This folder contains three sub-folders:

a. Geometry Optimisation Data:
This folder provides the .castep output files of geometry optimisation simulations of different orders of dopant atoms placed in MAPbI3 and MAPbBr3 Supercells. These data (as presented and explained in the Supporting Information)
were used to determine the ground state configuration of the supercell for each doping concentration used in subseqent optical and bandstructure simulations. 

b. Refractive Index Data:
This folder provides the refractive index in .xlsx files of halide perovskites subdivided into several categories for convenience. They correspond to the figures presented in the manuscript, Figs. 2 - 6.
The .xlsx files for refractive index are divided into 4 columns:
 The first column A is the energy in eV.
 The second column B is the corresponding value of the real part of the refractive index n.
 The third column C is the energy in eV
 The fourth column D is the corresponding value of the imaginary part of the refractive index.

c. Band Structure Data:
This folder provides band structure .xlsx files and is accompanied by a code used to determine the bandgap. Detailed information on how the effective mass was calculated is also provided in the .docx file.
The .xlsx files for band structures are divided into two columns A and B.
 The first column A is the value of k which is plotted in the x axis of the bandstructure plot.
 The second column B is the energy of the bands in eV.
DOI: 10.15468/dl.8fjpu4
title: Occurrence Download

description: A dataset containing 38787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elaeagnus angustifolia L."
 ]
}

 The dataset includes 38787 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001537-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5vjkx969tm
title: Mendeley supplemental figure 1

description: SHAP value predictions
DOI: 10.17632/px3scyg968
title: Data from: Where are the males? The influence of bottom-up, top-down factors and sociability on the spatial distribution of a territorial ungulate

description: Data corresponding to the article:
Where are the males? The influence of bottom-up, top-down factors and sociability on the spatial distribution of a territorial ungulate.
Panebianco, A.1*; Gregorio, P.1; Schroeder, N.M.2; Marozzi, A.1; Ovejero, R. 3, 4; Heidel, L.5; Peña, F.1, 2; Leggieri, L.R.1; Taraborelli, P.A.6; Carmanchahi, P.D.1.
1 Grupo de Investigación de Eco-Fisiología de Fauna Silvestre (GIEFAS), Asentamiento Universitario de San Martín de los Andes (AUSMA), Universidad Nacional del
Comahue (CONICET-INIBIOMA-AUSMA-UNCo), Neuquén, Argentina.
2 Instituto Argentino de Investigaciones de las Zonas Áridas (IADIZA), CONICET, Mendoza, Argentina
3 Instituto de Ecología Regional, IER-CONICET-UNT, Tucumán, Argentina.
4 Laboratorio de Ecología Conductual, Instituto de Ciencias Ambientales y Evolutivas, Facultad de Ciencias, Universidad Austral de Chile 
5Wildlife Conservation Society, Argentina
6 CONICET-Centro Regional Buenos Aires Sur, INTA Barrow, Tres Arroyos, Argentina
*Corresponding author: Antonella Panebianco
DOI: 10.17632/pp8kztvdgs
title: Data for: Synchrotron X-ray and neutron investigation of the structure and thermal expansion of the monoclinic Al13Cr2 phase

description: Synchrotron X-ray diffraction patterns and Rietveld refinement fits.
DOI: 10.17632/7n6pmzbyr6
title: data source of Unity of terrestrial soil and extraterrestrial regolith in granular configuration (including samples from Chang’e-6)

description: S1: Soil information (including sampling site, data reference source, texture) from earth (Asia, North America, Africa, Europe, Austria) and the Moon;
S2: GSD parameters of soils from earth and moon;
S3: Detail GSD data (soil weight percentage within each grade) from earth;
S4: Detail GSD data (soil weight percentage within each grade) from moon;
S5: Matlab code for simulating soil data (soil grain size distribution and GSD parameters);
S6: Soil sample of unimodal;
S7: Soil sample of bimodal;
S8: Soil sample of trimodal;
S9: Soil sample of multimodal;
S10: Soil data being simulated.
DOI: 10.17632/nkc2xd6brz
title: Social Media influencers and university students

description: This data corresponds to a survey of 1805 students in Jordanian Universities. A questionnaire designed and tested by the principal investigators was used in this study to examine the knowledge of influencers, following, impression, and the role they play in the students' decision making (e.g., dietary, health, and shopping habits). The questionnaire is comprised of 35 self-administered assessment questions. Most of the questions have a four-level rating scale; always (1), most of the time (2), sometimes (3), never (4). Participants were also asked to complete a survey on socio-demographic factors; age, gender, weight and height (Body Mass Index), marital status of students and their parents, area of living, nationality (Jordanian or not), annual family income, if the student is working, if the student is having a smart phone, type of university, students' major, GPA, study level, and study program.
DOI: 10.15468/dl.ee6jc6
title: Occurrence Download

description: A dataset containing 473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abelmoschus moschatus (L.) Medik.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 473 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001538-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/thydd6pm7y
title: EKSISTENSI FILSAFAT ILMU DALAM PENDIDIKAN PRAKTIS (Philosophical Questions of Science in Studying Practical Education)

description: Ketika berbicara tentang tahap-tahap perkembangan pengetahuan, tercakup di
dalamnya telaah filsafat mengenai hakikat ilmu. Setiap jenis pengetahuan selalu
mempunyai ciri-ciri yang spesifik “untuk apa/mengenai apa (ontologi)”, bagaimana dan
mengapa terjadi? (epistemologi)” dan “untuk apa (aksiologi) pengetahuan tersebut
disusun”.
Ketiga landasan ini saling berkaitan; ontologi ilmu terkait dengan epistemologi
ilmu, epistemologi ilmu terkait dengan aksiologi ilmu dan seterusnya. Jika ingin
membicarakan epistemologi ilmu, maka harus dikaitkan dengan ontologi dan aksiologi
ilmu. Apalagi bahasan yang didasarkan pada model berpikir sistemik, justru ketiganya
harus selalu dikaitkan
DOI: 10.17632/ybsbyc8mxn
title: Supplemental Tables for "Dermoscopic and Histopathologic Analysis of the Correlation Between Pigmentation of Basal Cell Carcinoma and Tumor Aggressiveness"

description: Supplemental Tables for "Dermoscopic and Histopathologic Analysis of the Correlation Between Pigmentation of Basal Cell Carcinoma and Tumor Aggressiveness"
DOI: 10.17632/rw2yhtpj96
title: dataset of a functional MRI study in transgender individuals - Part III

description: Processed images for the seed-to-seed connectivity and graph-theory analyses in the "Brain network interactions in transgender individuals with gender incongruence" manuscript submitted to Neuroimage journal.
Original T1- and T2*-weighted images can be found in: doi:10.17632/hjmfrv6vmg.1
DOI: 10.17632/tk79tf4b7s
title: LINF_070012300

description: SNARE-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/f2w9ss6nn4
title: Determination of proteinic structures: An experimentation program

description: Title of program: POETA Catalogue Id: AABU_v1_0 Nature of problem Determination of the spatial conformation of a protein from its amino acid sequence. ADAPTATION SUMMARY: Vol:Year:Page 41:1986:169 "0001 AGAB" "Association of proteins: adaptation and coupling of two available programs." L. Seijo; B. Coghlan; S. Fraga Note: adaptation instructions are contained in source code Versions of this program held in the CPC repository in Mendeley Data AABU_v1_0; POETA; 10.1016/0010-4655(85)90028-1 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/7hmkstm2xh
title: Data for: Spatial risks in emerging markets equities: Time-varying versus time-invariant risk analysis

description: Daily data for 24 emerging markets indices in the MSCI Index as at February 2019.
DOI: 10.17632/9hzbwwzsm8
title: Response of Girgir (Eruca sativa L.) to Plant Density and blended NPS fertilizer

description: Field experimen consisted of five blended NPS fertilizer rates (0, 50,100, 150, and 200 kg ha-1) and three inter spacing (10, 20 and 30cm) of girgir crop with the objective of determining the optimum blended NPS fertilizers rate and an appropriate inter spacing for leave yield and yield components of girgir crop at Wayu Tuka district, Western Ethiopia
DOI: 10.17632/64f9tp3rxb
title: Level of suppression and oppression of Scheduled castes and other Dalit and non-Dalit communities
DOI: 10.17632/r3c23vck2r
title: Dataset of Facebook Research in Business & Management Field (2005-2019)

description: The dataset of facebook reseach & publication in business & management field, which was indexed by Scopus from 2005 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/bv24hk9rcb
title: Tensor LEED II: A technique for high speed surface structure determination by low energy electron diffraction. TLEED2

description: Abstract We present the second and final part of the suite of computer codes which implements the Tensor LEED technique for high-speed surface structure determination by LEED. The first program of this package is described in a previous paper. Title of program: TLEED2 Catalogue Id: ABHO_v1_0 Nature of problem Rapid calculation of LEED I/V spectra from complex and reconstructed surfaces. Versions of this program held in the CPC repository in Mendeley Data ABHO_v1_0; TLEED2; 10.1016/0010-4655(89)90040-4 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/p27tzscvb3
title: data_acp-2022-125

description: Electromagnetic, particle and meteorological data related to the study "Continental thunderstorm ground enhancement
observed at an exceptionally low altitude" (Atmospheric Chemistry and Physics).