cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3733zt5bs6
title: Comments on Telegram channels related to cryptocurrencies along with sentiments

description: Through Telegram API, the authors collected this database over four months ago. These data are Telegram's comments of over eight professional Telegram channels about cryptocurrencies from December 2023 to March 2024. The theory of Behavioral economics shows that the opinions of people, especially experts, can impact the stock market trend (here, cryptocurrencies). Existing databases often cover tweets or Telegram's comments on one or more cryptocurrencies. Also, in these databases, no attention is paid to the user's expertise, and most of the data is extracted using hashtags. Failure to pay attention to the user's expertise causes the irrelevant volume to increase and the neutral polarity considerably. This database has a main table with eight columns. The columns of the main table are explained in the attached document. Researchers can use this dataset in various machine learning tasks, such as sentiment analysis and deep transfer learning with sentiment analysis. Also, this data can be used to check the impact of influencers' opinions on the cryptocurrency market trend. The use of this database is allowed by mentioning the source. Furthermore, we have added Python code to extract Telegram's comments. We used the RoBERTa pre-trained deep neural network and BiGRU deep neural network with an attention layer-based HDRB model(https://ieeexplore.ieee.org/document/10292644) for sentiment analysis.
DOI: 10.17632/jydmnwgkkz
title: Supporting datasets for 3D Vs model of eastern North China

description: The datasets include the Rayleigh wave phase velocity and the Z/H ratio used for inverting S wave velocity in our study. The final 3D S wave model is also provided in the folder. The detailed instructions for the files are described in the readme file.
DOI: 10.17632/kxh8hksyf9
title: Belonging to the General and Queer Communities: Potential Mechanisms in the Relationship Between Attachment and Depression in Lesbian, Gay, Bisexual, Queer, and Pansexual Persons

description: According to the integrated attachment and sexual minority stress model and the theory of belonging, minority stress places lesbian, gay, bisexual, queer, and pansexual (LGBQP) persons at risk of insecure attachment and mental-health problems, whereas belonging to a community (especially the LGBQP+ Community) is beneficial. We tested the hypothesis that the sense of belonging (SOB) to the LGBQP+ Community may be one mechanism through which attachment security protects LGBQP adults from depression. We also tested whether this mechanism is equally present at different levels of SOB to the general community. As predicted, SOB to the LGBQP+ Community mediated the indirect negative effect of attachment security on depression, lending tentative support to the mechanism and conceptually replicating prior research. We found no evidence that this mediation effect would vary with levels of SOB to the general community. Exploratory analyses revealed that anxious and avoidant attachment may differ in the extent to which SOB to the LGBQP+ and general communities mediate their relationships with depression. This research was appropriately powered (N = 364) but limited by its cross-sectional methodology. We discuss the implications of this research regarding health inequities, access to the LGBQP+ Community, and the promotion of well-being in queer people. The variables within the dataset refer to the General Belongingness Scale (GBS; Malone et al., 2012), the Center for Epidemiologic Scale for Depression (CESD; Radloff, 1977), and the Experiences in Close Relationships Scale Short Form (ECRS-SF; Wei et al., 2007). The GBS measures participants’ experiences of feeling included, accepted, and connected in a community. Within our study, there were two versions of the GBS administered; one version referred to the LGBQP community, and one version referred to the general community. The CESD assesses the frequency of depressive symptoms experienced in the past week. We administered two versions of the ECRS-SF. Participants were selected to take one version of the ECRS-SF based on their response to a question asking if they had ever been in a close romantic relationship before. Participants who answered "yes" received the original version of the ECRS-SF. Participants who answered "no" received an altered version of the ECRS-SF that changed the language from "romantic partner" to "people I'm close with". Standard demographic information such as: age, gender, relationship status, and ethnicity are included in this dataset. Standard demographic information such as: age, gender, relationship status, and ethnicity are included in this dataset.
DOI: 10.17632/nrchz3wc88
title: Chironomid dataset from Mutterbergersee: A late-Holocene paleotemperature proxy record for the Central Eastern Alps, Austria

description: Data have been derived from the investigation of long-term (AD 1300–2010) changes in chironomid (non-biting midges) assemblages in sediment core MUT-10, retrieved from Mutterbergersee (MUT), a high-alpine lake in the Central Eastern Alps (Stubai Alps, Tyrol). The data are provided in five separate Excel sheets. The first sheet (metadata) provides information about the coring site, archive type and related research articles. The second one (raw chironomid count) contains subfossil chironomid head capsule count data (= number of head capsules recovered per sample). The third one (chironomid percentages) contains the relative abundances of each taxon calculated with respect to the total chironomid remains enumerated per sample. The fourth sheet (chironomid-inferred T_July) includes mean July air temperature data calculated from the chironomid assemblages using a Swiss-Norwegian chironomid–temperature inference model. The chronological framework data are available in the fifth sheet (dating) containing information on the 210Pb and 14C measurements in sediment core MUT-10.
DOI: 10.6084/m9.figshare.11783667.v1
title: Electron microscopy dataset for the recognition of nanoscale ordering effects and location of nanoparticles — Dataset 2 (disordered)

description: The dataset contains Scanning Electron Microscopy (SEM) images of palladium nanoparticles attached on carbon surface in predominantly disordered fashion. A basic code example and metadata files are provided. For description, see the article: D.A. Boiko, E.O. Pentsak, V.A. Cherepanova, V.P. Ananikov, Scientific Data, 2020.
DOI: 10.6084/m9.figshare.24211398.v1
title: Climate, host ontogeny and pathogen structural specificity determine forest disease distribution at a regional scale

description: Excel file with the data used in the study.
DOI: 10.6084/m9.figshare.24721035.v2
title: ITC-Net-Audio-5: An Audio Streaming Dataset for Application Identification in Network Traffic Classification

description: This dataset contains network traffic captured during audio streaming communications on five trending applications: Google Meet, Skype, Telegram, WhatsApp, and SoundCloud. It includes 500 PCAP files (i.e., 100 files per application) captured by Wireshark and PCAPdroid tools during voice calls and online music playback.Each application's data is stored in a dedicated ZIP file with the application's name, and they are named as [application name]_[file number].pcap. Alongside the dataset, there is a PDF document containing tables and figures that provide a brief description of the dataset specifications, a visual representation of the methodology, and versions of the tools used.For more details, please refer to our paper published in the BMC journal. link: https://doi.org/10.1186/s13104-024-06718-7If you use this dataset in academic publications, please cite our BMC journal paper.<br>
DOI: 10.6084/m9.figshare.8088365.v2
title: PCR.nc

description: PCR reconstruction netcdf file.<br>
DOI: 10.6084/m9.figshare.8298044.v1
title: Supplemental Table 5_Full list of enriched TF binding sites in top PAH genes.xlsx

description: <b>Supplemental Table 5_Full list of enriched TF binding sites in top PAH genes</b>
DOI: 10.17632/pngxtjmtt3
title: MSRCMPMT for Project Scheduling

description: This test dataset contains sample project information for the multi-project scheduling problem. There are 12 test cases available, each containing two related files (BW and FW). The corresponding resource file is also included.
DOI: 10.17632/yn47f2yrt2
title: UK small area characteristics 2011

description: This file includes deprivation and population density measures for the whole of the UK at small area level. The small area geography used comprises Lower Super Output Areas in England & Wales, Datazones in Scotland and Super Output Areas in Northern Ireland. Each country has their own 'official' Indexes of Multiple Deprivation but these are not directly comparable due to year of data releases, dates of variable inputs and the methods used in calculation. There are no UK coverage urban-rural measures. Whilst population density is not strictly an urban-rural measure, it is a good proxy. This file includes deprivation and population density measures which are comparable and applicable across the UK.
DOI: 10.17632/yr6pm33ttj
title: Supplementary materials for the Data Article "Geotraceability of Falanghina del Sannio (South Italy): Preliminary mineralogical and isotopic data"

description: The present dataset gathers mineralogical and isotopic geochemical data of 45 soil samples collected from the La Guardiense and Cantina di Solopaca wineries (Southern Italy) in order to provide useful information for the geotraceability of Falanghina white wine terroir. 

The data here reported are associated to the data article titled "Geotraceability of Falanghina del Sannio (South Italy): Mineralogical and isotopic data" submitted to Data in Brief.

The present dataset is composed of supplementary tables and tabulated raw data of figures (.csv format).

For further details, refer to the above mentioned paper.
DOI: 10.6084/m9.figshare.11862090.v1
title: Data for New York City Index of Gentrification

description: This excel workbook contains a worksheet with the source variables, relative change input variables and final output variables for calculating an index of gentrification for NYC census tracts, representing change from the year 2000 to 2016. It also includes data on residential housing sales, for comparison. A data dictionary is found in a second worksheet (tab) within this workbook.
DOI: 10.6084/m9.figshare.1314459.v8
title: Portal Project Teaching Database

description: The Portal Project Teaching Database is a simplified version of the Portal Project Database designed for teaching. It provides a real world example of life-history, population, and ecological data, with sufficient complexity to teach many aspects of data analysis and management, but with many complexities removed to allow students to focus on the core ideas and skills being taught. The database is currently available in csv, json, and sqlite. This database is not designed for research as it intentionally removes some of the real-world complexities. The original database is published at Ecological Archives(http://esapubs.org/archive/ecol/E090/118/) and this version of the database should be used for research purposes. The Python code used for converting the original database to this teach version is included as 'create_portal_teach_dataset.py'. Suggested changes or additions to this dataset can be requested or contributed in the project GitHub repository(https://github.com/weecology/portal-teachingdb).
DOI: 10.6084/m9.figshare.28518392.v1
title: ocd_study.csv

description: This dataset contains anonymized data from a single-case experimental study (SCED) using an A-B-A design that investigated the impact of Cognitive Integrative Art Therapy (CIAT) on obsessive-compulsive symptoms and cognitive control mechanisms. The study included four participants diagnosed with OCD, who underwent assessments at three time points: Baseline (Week 1), Post-Intervention (Week 3), and Withdrawal Phase (Week 4).The dataset includes:Yale-Brown Obsessive-Compulsive Scale (Y-BOCS) scores at each time point, measuring OCD symptom severity.Thought Control Ability Questionnaire (TCAQ) scores, assessing the participants' perceived ability to regulate intrusive thoughts.Go/No-Go Task performance metrics, including accuracy (%) and reaction time (ms), measuring cognitive control and response inhibition.This dataset is available in CSV format.
DOI: 10.17632/g8g9vdxyvn
title: Generation of a dataset for DoW attack detection in serverless architectures 

description: This dataset represents function invocations in serverless environments and can be used to train and evaluate machine learning and deep learning algorithms for the detection of these types of attacks.
DOI: 10.17632/kxmrcnwkpg
title: rTMS Modulation of Behavioral and Biological Measures in 3xTg-AD Mice

description: Abstract: Background/Objectives: The biological basis for behavioral manifestations of Alz-heimer’s disease remains unclear. Behavioral disinhibition, an overlooked manifestation of Alz-heimer’s disease, can result in substantial caregiver burden, and lacks effective management. This study expands upon previous work investigating disinhibited behavior in Alzheimer’s disease and a potential treatment of increasing brain-derived neurotrophic factor (BDNF) with rTMS. Methods: 47 3xTg-AD (Alzheimer’s) and 52 B6 (wildtype) mice were administered with ANA12 (an antagonist of TrkB receptor) or Vehicle (saline) and then rTMS or Sham treatment daily. After 14 days of treatments and injections, mouse behavior was assessed under various behavioral cognitive tests. Mice were then perfused, and brain samples were processed for histology and protein assays. Brain homogenates were analyzed for BDNF and its downstream signaling mol-ecules. Results: Open field testing demonstrated that 3xTg-AD mice traveled less total distance than B6 mice. 3xTg-AD-Sham mice injected with ANA12 were the only group to travel signifi-cantly less distance than B6-ANA12-Sham or B6-Vehicle-Sham mice (p&lt;0.05), while 3xTg-AD-rTMS mice (irrespective of injection) were not significantly different from any group, indicating some corrective influence from rTMS. 3xTg-AD mice had significantly greater meas-ured levels of BDNF and TrkB than the wild type mice. Conclusions: Treatment of Alzheimer’s disease using rTMS positively affects elements of disinhibition, but not all behavioral abnormali-ties. rTMS shifts 3xTg-AD open field behavioral test measures, eliminating and generating sig-nificant differences between untreated 3xTg-AD and B6 genotypes. Despite its benefit, further in-vestigation of rTMS as a treatment for Alzheimer’s disease as well as its biological underpin-nings are needed.
DOI: 10.17632/tz3nkpzwhc
title: A study of Dissociation of microdissected mouse brain tissue for artifact free Single-Cell RNA Sequencing. Lu Liu et al

description: This data set contains the video resource of the White-Grey matter microdissection and the custom shortened program for gentleMACS™ OctoDissociator.
DOI: 10.17632/wh7xt9v6hg
title: The status of water access, sanitation, and hygiene in schools: a cross sectional survey to identify capacities and assess coverage in Garoua, North Cameroon

description: Abstract
There has been an increasing global interest in understanding, documenting, and monitoring water, sanitation, and hygiene (WASH) services in schools. This study is the first to identify existing WASH-in-school capacities and understand the magnitude of the gaps in WASH coverage in schools in the Northern Cameroon. Using a cross-sectional design, relevant authorities of 176 schools in Garoua, were interviewed. The survey guide included core questions for monitoring WASH in schools from recommended guidelines. Eleven indicators-related variables were extracted from data to calculate the WASH-in-school indicators composite score. Eighteen schools (10.2%) didn’t have any existing drinking water supply infrastructure. Latrine facilities were existing in most of the included schools, the boy students-to-latrine ratio=77:1 and girl students-to-latrine ratio=76:1 remained very high compared to the WHO norms. Two-thirds of schools accessed all the three most basic WASH services. The WASH-in-schools indicators composite score ranged from 3-11, with a mean of 10.08±1.61 and private schools were more likely to have a high total score (p=0.014). The WASH-in-school composite score provides an assessment of the spatial dimensions of reduced access to water in schools, improper hygiene practices, and inadequate sanitation facilities. Such a score could be used to identify hotspots lacking WASH infrastructural facilities and strategize optimal interventions to reduce the incidence of WASH related diseases in schools.
DOI: 10.6084/m9.figshare.22292953.v2
title: Time Series for LEO

description: README <br> <strong>1. Introduction</strong> <br> <br> <strong>1.1</strong> This folder contains time series for the elevation angle obtained from simulations for the following orbit altitudes: <br> 1. 1000 km 2. 1200 km 3. 1400 km 4. 1600 km 5. 1800 km 6. 2000 km <br> <br> <strong>1.2</strong> For each altitude, the following orbit inclinations where considered: <br> 20º, 25º, 30º, ..., 85º <strong>1.3 </strong>The elevation angle time series were observed from 16 Earth Station's, ES's. Those ES's are numbered and located* as follows: <br> 1. ES1 = ( 0º, 276.7121º) 2. ES2 = ( 5º, 276.7121º) 3. ES3 = (10º, 276.7121º) 4. ES4 = (15º, 276.7121º) 5. ES5 = (20º, 276.7121º) 6. ES6 = (25º, 261.7121º) 7. ES1 = (30º, 259.7121º) 8. ES2 = (35º, 259.7121º) 9. ES3 = (40º, 259.7121º) 10. ES4 = (45º, 259.7121º) 11. ES5 = (50º, 259.7121º) 12. ES6 = (55º, 259.7121º) 13. ES7 = (60º, 259.7121º) 14. ES8 = (65º, 259.7121º) 15. ES9 = (70º, 259.7121º) 16. ES10 = (75º, 259.7121º) 17. ES11 = (80º, 259.7121º) 18. ES12 = (85º, 259.7121º) <br> *Location for the ES's is provided in cartesian format: (latitude in deg, longitude in deg) <strong>1.4</strong> The eccentricity for all the simulations correspond to that of a circular orbit. <br> <br> <strong>1.5</strong> For organization convenience, all the time series files are organized within six folders according to their orbit altitudes. <br> <br> <strong>1.6</strong> Files in this folder are provided to facilitate reproduction of our work and to encourage future work based on our proposed methodology and results. <br> <br> <br> <br> <br> <br> <strong>2. General description</strong> <br> <br> <strong>2.1</strong> Time series filenames Each time series is identified with the following character format: <br> "hhhh-ii-ES#.csv". where: hhhh indicates the orbit altitude ii indicates the orbit inclination ES# indicates the ES from which the elevation angle is being observed <br> <br> <strong>2.2</strong> Time series length Elevation angle time series are provided for a simulation period of 180 days. <br> <br> <br> <br> <br> <br> <strong>3. File format</strong> <br> <strong>3.1</strong> Time series are provided using the .csv (comma separated values) file format to facilitate reading through diverse programming tools. <br> <strong>3.2</strong> Each time series is provided as an individual two-column .csv file. The first column contains the time vector and the second contains the corresponding elevation angle vector. <br>
DOI: 10.17632/ffx7vnmgcb
title: Supplemental Materials for "Pre-operative and intra-operative dermoscopy of nail unit squamous cell carcinoma and its relationship with the depth of invasion: a retrospective study."

description: Supplemental figure 1
Supplemental table 1 and 2
DOI: 10.6084/m9.figshare.21321207.v1
title: Spatial-temporal evolution and influencing factors of inbound tourism flows in Jiangxi province since 2000.zip

description: The file contains three datasets, namely the calculation of the centre of mass coordinates, the impact factor indicators and the grey correlation analysis process.
DOI: 10.6084/m9.figshare.21424917.v1
title: buoyancy flux

description: The data to produce fig. 2 in manuscript "A theoretical model for buoyancy flux determination in planetary boundary layer based on endoreversible heat engine"
DOI: 10.6084/m9.figshare.7958747.v1
title: polypharmacy-dataset

description: Polypharmacy side-effects dataset
DOI: 10.6084/m9.figshare.c.3618332_d2.v1
title: MOESM1 of Grading fluorescein angiograms in malarial retinopathy

description: Additional file 1. Fluorescein angiography in severe malaria: grading form.
DOI: 10.6084/m9.figshare.12757153.v1
title: Additional file 8 of Knowledge-primed neural networks enable biologically interpretable deep learning on single-cell sequencing data

description: Additional file 8: Table S6. Differential node weights comparing GEN KPNNs trained to distinguish leukemic and normal cells at different stages of hematopoietic differentiation for acute myeloid leukemia (AML).
DOI: 10.17632/fm6h8zzxw4
title: iPA toolbox: An Integrated Processing and Analyzing Toolkit for Multi-Modal Cellular and Subcellular Images

description: An Integrated Processing and Analyzing Toolkit for Multi-Modal Cellular and Subcellular Images. v1.0.0
DOI: 10.6084/m9.figshare.4539889.v1
title: GRID release 2017-01-10

description: A database of over 70,000 institutes in the world with persistent identifiers.<br>New institutes added from:<br>* Grants from the US* Grants from the UK* Grants from the EU* Grants from Japan<br>Improvements:<br>* Enhanced wikidata coverage* Duplicates removed<br><br>Note: the geonames information is from geonames.org and licensed as CC-BY 3.0.
DOI: 10.6084/m9.figshare.11912493.v1
title: Details of the unique genotypes including four reintroduced giant pandas(SupplementaryMaterial).docx

description: Details of the unique genotypes including four reintroduced giant pandas in Liziping National Nature Reserve
DOI: 10.6084/m9.figshare.14569425.v1
title: Rojahn et al ( 2021) - Freshwater Biology Data.xlsx

description: Supplementary material: The value of quantitative environmental DNA analyses for the management of invasive and endangered fish. <br>Datasheets contain site sample information, conventional monitoring data (catch and electrofishing data) and raw quantitative PCR data used in analyses.
DOI: 10.17632/jprxshtr4t
title: Machine vision-based multiple width measurements for agricultural produce - Original and multiple width measurements images

description: The attached MS PowerPoint presentation contains the original image data that was used in the analysis of the manuscript “Machine vision-based multiple width measurements for agricultural produce.” The image data contains (1) original images of agricultural produce (food product, vegetables, and fruits), (2) labeled binary images showing the measured multiple widths, and (3) a sample of plotted multiple widths showing the profile. The top and bottom end caps are set to cover the main body of the object, ignoring the pedicle. The individual image title includes the common name of the produce and the DPI (image resolution).
DOI: 10.6084/m9.figshare.24866670.v1
title: Farmer preference for macadamia varieties and constraints to production in Malawi: Raw data

description: This data was collected for the purpose of researching farmer preference for macadamia varieties and constraints to production in Malawi.
DOI: 10.60893/figshare.jcp.27245643.v1
title: Supporting Information

description: Gradients and additional timings
DOI: 10.17632/dj6ph9k53p
title: Ear-EEG Sleep Monitoring Feature data 

description: An export of the calculated features used for sleep scoring ear-EEG recordings, as described in https://www.nature.com/articles/s41598-019-53115-3. Included is: features for 80 nights, manual labels based on simultaneous PSG recordings, and an indicator for whether a given epoch has one or two functioning ear-EEG devices.
DOI: 10.17632/gh46svnb3f
title: Data from "Mineral Surface area of sinking particles in the deep ocean interior: Preliminary implications"

description: Mineral surface area (MSA) data in sinking particle and surface sediment in the Ulleung Basin, East/Japan Sea
DOI: 10.17632/ksjdts9nyt
title: Intangible Cultural Heritage Domains

description: the Intangible Cultural Heritage from UNESCO