cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6wmcghjy6n
title: Codes for the EAP 2026 article “The impact of financial crises on industrial growth: lessons from the last 40 years”

description: These codes use the original sources of data to add in replicating the Economic Analysis and Policy article (R&R February 2026). I also included the Stata dataset files and the original Excel files necessary to replicate all the empirical exercises. The appendix contains all the robustness exercises. Relative to a previous Mendeley Data link, this version only has one line added to mention that code “regs_BankingCrises_Pers_doubleFE.do" creates Table 4 in the article.
DOI: 10.17632/6wmcghjy6n.1
title: Codes for the EAP 2026 article “The impact of financial crises on industrial growth: lessons from the last 40 years”

description: These codes use the original sources of data to add in replicating the Economic Analysis and Policy article (R&R February 2026). I also included the Stata dataset files and the original Excel files necessary to replicate all the empirical exercises. The appendix contains all the robustness exercises. Relative to a previous Mendeley Data link, this version only has one line added to mention that code “regs_BankingCrises_Pers_doubleFE.do" creates Table 4 in the article.
DOI: 10.17632/vkdxsnhkrm
title: Anterior Segment Parameter Analysis After SMILE Surgery and Its Impact on the Calculation of Effective Intraocular Lens Position

description: A large hospital of Hebei Medical University made a prospective study. The subjects are a group of people who have undergone SMILE surgery in the second half of 2020.Clinical examinations were made before operation and 1st and 3rd Month Post-Surgery, respectively, and the results of naked eye vision, diopter, intraocular pressure, slit lamp microscope examination, as well as data of Pentacam (corneal diopter, central corneal thickness, anterior chamber depth) and IOL-Master (corneal power, aqueous depth, axial length) were recorded. In addition, supplementary parameters such as corneal thickness and cutting depth were recorded. We used paired t test to compare the changes of corneal diopter, anterior chamber dimensions and axial measurement measured by Pentacam and IOL-Master before and after SMILE operation. The same method is also used to compare the estimated lens position (ELP) calculated from IOL-Master and Pentacam data according to Holladay I and Haigis formula, and p-value below 0.05 denotes significance. In addition, Pearson correlation coefficient was used to analyze the relationship between the changes of anterior chamber depth measured by IOL-Master and Pentacam before and after SMILE operation and the corneal ablation depth.
DOI: 10.17632/vkdxsnhkrm.1
title: Anterior Segment Parameter Analysis After SMILE Surgery and Its Impact on the Calculation of Effective Intraocular Lens Position

description: A large hospital of Hebei Medical University made a prospective study. The subjects are a group of people who have undergone SMILE surgery in the second half of 2020.Clinical examinations were made before operation and 1st and 3rd Month Post-Surgery, respectively, and the results of naked eye vision, diopter, intraocular pressure, slit lamp microscope examination, as well as data of Pentacam (corneal diopter, central corneal thickness, anterior chamber depth) and IOL-Master (corneal power, aqueous depth, axial length) were recorded. In addition, supplementary parameters such as corneal thickness and cutting depth were recorded. We used paired t test to compare the changes of corneal diopter, anterior chamber dimensions and axial measurement measured by Pentacam and IOL-Master before and after SMILE operation. The same method is also used to compare the estimated lens position (ELP) calculated from IOL-Master and Pentacam data according to Holladay I and Haigis formula, and p-value below 0.05 denotes significance. In addition, Pearson correlation coefficient was used to analyze the relationship between the changes of anterior chamber depth measured by IOL-Master and Pentacam before and after SMILE operation and the corneal ablation depth.
DOI: 10.5519/apno0sfs
title: The Herbarium of Sir Hans Sloane (1660-1753)

description: This dataset integrates three data sources, namely:

1. An inventory of the Sloane herbarium developed by Scott et al (2024); see https://data.nhm.ac.uk/dataset/sloane-herbarium-inventory
2. A transcription of the annotations in Sloane's personal copy of John Ray's Historia Plantarum that serves as a taxonomic index to the herbarium using pre-Linnean polynomial names that was developed by Pickering et al (2024): https://data.nhm.ac.uk/dataset/sloane-historia-plantarum
3. Records of specimens from the Sloane Herbarium available on the data portal. At present these are limited to specimens from HS1-7 (the specimens collected during Sloane's voyage to Jamaica); HS211 (specimens collected by Englebert Kaempfer in Japan); specimens in HS 212 (collected by Mark Catesby ); and specimens in HS332 and HS334 (collected by John Bartram). A separate dataset that provides more detailed information on the plant in HS1-7, including links to Sloane's account of his 'Voyage to the Islands Madera, Barbados, Nieves, S. Christophers, and Jamaica' (Sloane, 1707, 1725) was published by Jarvis (2016) and can be accessed here: https://data.nhm.ac.uk/dataset/sloane-jamaica-specimens
DOI: 10.17632/gg88rc79vv.3
title: EpiEEG-60: A Balanced Epileptic Seizure and Normal EEG Dataset

description: This dataset contains raw Electroencephalogram (EEG) recordings collected from 60 distinct individuals. The cohort is equally divided into two groups: 30 neurologically normal subjects and 30 abnormal subjects clinically diagnosed with epilepsy. The dataset is intended to support research in automated seizure detection, neurological signal processing, and machine learning classification tasks.

#Participants and Demographics#

 Total Subjects: 60
 Groups: 30 Normal, 30 Epilepsy 
 Demographics: The participants include both male and female subjects with an age range of 17 to 70 years.
 Validation: All recordings were manually labeled and verified by an expert neurologist from the National Institute of Neuroscience and Hospital (NINS).

#Data Acquisition Details#

 Instrumentation: Signals were acquired using a Nihon Kohden EEG system.
 Sampling Rate: 500 Hz.
 Recording Duration: Approximately 30 ± 2 minutes per subject.
 Channel Configuration: Each recording comprises 43 channels, including standard EEG (electroencephalogram), EOG (electro-oculogram), MISC (miscellaneous reference), and BIO (physiological) channels.

 Filtering: Default acquisition settings included a 0–250 Hz bandwidth filter.

#File Formats and Structure#
The dataset is organized using a structured directory hierarchy. The main directory, Ready_data, contains two subdirectories: Normal and Abnormal. Inside these, subject-specific folders (e.g., Patient_01, Patient_02) contain the recording sessions.
Each recording session includes seven proprietary Nihon Kohden files necessary for full decoding and interpretation:

 .EEG: Contains the continuous, digitized raw EEG voltage waveforms.
 .21E: Header file providing essential acquisition parameters (channel indexing, sensitivity, sampling frequency) required for parsing the .EEG file.
 .EVT: Event annotation file storing time-stamped markers for clinical events (e.g., "Eyes Open," "Hyperventilation," "Seizure Onset").
 .CMT: Electrode configuration file defining channel labels and 10–20 system positions.
 .CN2: Channel-specific settings (amplifier configuration, calibration factors).
 .LOG: System log recording session history and hardware status.
 .TRD: Trend data files containing compressed signal views.

#Usage Notes#
These files are binary and typically require specialized libraries for processing. Python users can utilize MNE-Python (using the read_raw_nihon function) to load the data, as the .21E and .EEG files function together to reconstruct the signal. The .EVT files are critical for extracting epochs related to specific stimuli or clinical states.
DOI: 10.15468/dl.wqxugp
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Eriachne lanata"
 ]
}

 The dataset includes 85 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021854-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fk2swywm9m
title: Codes for the EAP R&R 2026 article “The impact of financial crises on industrial growth: lessons from the last 40 years”

description: These codes use the original sources of data to add in replicating the Economic Analysis and Policy article (R&R February 2026). I also included the Stata dataset files and the original Excel files necessary to replicate all the empirical exercises. The appendix contains all the robustness exercises. Relative to a previous Mendeley Data link, this version only has one line added to mention that code “regs_BankingCrises_Pers_doubleFE.do" creates Table 4 in the article. It also adds a few lines to explain how to recreate all the tables in the appendix.
DOI: 10.17632/fk2swywm9m.1
title: Codes for the EAP R&R 2026 article “The impact of financial crises on industrial growth: lessons from the last 40 years”

description: These codes use the original sources of data to add in replicating the Economic Analysis and Policy article (R&R February 2026). I also included the Stata dataset files and the original Excel files necessary to replicate all the empirical exercises. The appendix contains all the robustness exercises. Relative to a previous Mendeley Data link, this version only has one line added to mention that code “regs_BankingCrises_Pers_doubleFE.do" creates Table 4 in the article. It also adds a few lines to explain how to recreate all the tables in the appendix.
DOI: 10.34740/kaggle/dsv/14857383
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29447750
title: Single-cell/nucleus transcriptomics data from PPGL patients - Kemkem et al. (2025)

description: In this study, we intended to determine if SOX2+ cells in PCCs and PGLs can behave as tumour-initiating stem cells. Using expression and transcriptomic studies, we demonstrate the presence of SOX2/<i>SOX2</i>-expressing cells across a broad range of PCCs, PGLs, irrespective of tumour aggressivity, location, and causative mutation. <i>In silico</i> analyses reveal the co-expression of SOX2 and chromaffin cell markers in the tumour, and the active proliferation of these double-positive cells. Isolation of these cells <i>in vitro</i> in stem cell-promoting media, and their xenotransplantation on chicken chorioallantoic membranes, demonstrates that they have the potential to expand and metastasise <i>in ovo</i>, supporting their potential as tumour-initiating cells.The uploaded data comprises process CellRanger outputs for all collected samples novel to our study. For the patient metadata table please consult the supplementary table associated with the manuscript.<br>
DOI: 10.17632/cnpf2mhzbh
title: Chondrocyte Viability and Function is Impaired by E-Cigarette Liquid Flavor Additives

description: Primary data for the paper titled "Chondrocyte Viability and Function is Impaired by E-Cigarette Liquid Flavor Additives".
DOI: 10.6084/m9.figshare.29447750.v2
title: Single-cell/nucleus transcriptomics data from PPGL patients - Kemkem et al. (2025)

description: In this study, we intended to determine if SOX2+ cells in PCCs and PGLs can behave as tumour-initiating stem cells. Using expression and transcriptomic studies, we demonstrate the presence of SOX2/<i>SOX2</i>-expressing cells across a broad range of PCCs, PGLs, irrespective of tumour aggressivity, location, and causative mutation. <i>In silico</i> analyses reveal the co-expression of SOX2 and chromaffin cell markers in the tumour, and the active proliferation of these double-positive cells. Isolation of these cells <i>in vitro</i> in stem cell-promoting media, and their xenotransplantation on chicken chorioallantoic membranes, demonstrates that they have the potential to expand and metastasise <i>in ovo</i>, supporting their potential as tumour-initiating cells.The uploaded data comprises process CellRanger outputs for all collected samples novel to our study. For the patient metadata table please consult the supplementary table associated with the manuscript.<br>
DOI: 10.6084/m9.figshare.29447750.v1
title: Single-cell/nucleus transcriptomics data

description: In this study, we intended to determine if SOX2+ cells in PCCs and PGLs can behave as tumour-initiating stem cells. Using expression and transcriptomic studies, we demonstrate the presence of SOX2/<i>SOX2</i>-expressing cells across a broad range of PCCs, PGLs, irrespective of tumour aggressivity, location, and causative mutation. <i>In silico</i> analyses reveal the co-expression of SOX2 and chromaffin cell markers in the tumour, and the active proliferation of these double-positive cells. Isolation of these cells <i>in vitro</i> in stem cell-promoting media, and their xenotransplantation on chicken chorioallantoic membranes, demonstrates that they have the potential to expand and metastasise <i>in ovo</i>, supporting their potential as tumour-initiating cells.The uploaded data comprises process CellRanger outputs for all collected samples novel to our study. For the patient metadata table please consult the source publication.<br>
DOI: 10.17632/cnpf2mhzbh.1
title: Chondrocyte Viability and Function is Impaired by E-Cigarette Liquid Flavor Additives

description: Primary data for the paper titled "Chondrocyte Viability and Function is Impaired by E-Cigarette Liquid Flavor Additives".
DOI: 10.17632/8mpsnnndnd
title: Quasi-Experimental Mixed-Methods Dataset: Rural Teachers’ Digital Competence and System Usage Logs (MIPSTA), Soto Norte, Colombia

description: This dataset contains de-identified data collected during the implementation and evaluation of the Model for Integrative and Predictive Smart Teaching Adaptation (MIPSTA) in rural public schools in Soto Norte (Santander, Colombia). The study followed a mixed-methods, quasi-experimental pre–post design over one academic semester with 120 rural teachers (60 experimental, 60 control). The dataset includes: (1) pre-intervention and post-intervention digital competence scores on a 0–100 scale; (2) individual change scores computed as Post minus Pre; (3) questionnaire responses measured on a five-point Likert scale, organized into six subscales (S1–S6); and (4) aggregated system usage logs describing engagement patterns (for example weekly sessions, module access frequencies, session duration summaries, and offline synchronization events when applicable). Optional files may include qualitative code counts derived from semi-structured interviews and documentation of the coding scheme used for thematic analysis.
DOI: 10.15468/dl.kkxuvt
title: Occurrence Download

description: A dataset containing 154674843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cotingidae, Cracidae, Cuculidae, Dicaeidae, Emberizidae, Estrildidae, Falconidae, Fringillidae)"
 ]
}

 The dataset includes 154674843 records from 11034 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021800-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nug5pr
title: Occurrence Download

description: A dataset containing 24650577 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 24650577 records were derived from 61661 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011844-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17517111
title: Prevalence and Factors Associated with Depression, Anxiety, and Stress among the Nursing Students during Clinical Placement: A Cross-Sectional Study in Sylhet, Bangladesh
DOI: 10.5281/zenodo.17517112
title: Prevalence and Factors Associated with Depression, Anxiety, and Stress among the Nursing Students during Clinical Placement: A Cross-Sectional Study in Sylhet, Bangladesh
DOI: 10.15468/dl.yqvcw6
title: Occurrence Download

description: A dataset containing 144345 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Eremogone picta, Genista legionensis, Prometheum sempervivoides, Chaloupkaea pisidica, Dryopteris inaequalis, Lebeckia wrightii, Anthoxanthum australe, Zanthoxylum mollissimum, Dactylocamptis valonii, Dryopteris deweveri, Cyanothamnus fabianoides, Harmonia hallii, Gavilea platyantha, Aegilops sharonensis, Conophytum halenbergense, Anthoxanthum juncifolium, Genista tridens, Viscaria alpina, Eremogone blepharophylla, Synaptantha tillaeacea, Genista tribracteolata, Pterostylis stenosepala, Hieracium verdonianum, Descurainia millefolia, Pseudognaphalium stramineum, Faucaria felina, Hypochaeris robertia, Pterostylis xerampelina, Limoniastrum monopetalum, Coccoloba uvifera, Pseudognaphalium viravira, Hieracium leve, Podolobium procumbens, Isatis aptera, Pterostylis pedina, Pterostylis collina, Leptochloa digitata, Hieracium tephrosoma, Sibara angelorum, Lotononis alpina, Robeschia schimperi, Polygaloides webbiana, Schoenoplectus scirpoides, Alyssoides utriculata, Schoenoplectus pungens, Pinus quadrifolia, Lasiosiphon kraussianus, Anarrhinum forskaohlii, Zephyranthes phycelloides, Vepris lanceolata, Daubenya comata, Gagea peduncularis, Zephyranthes popetana, Embelia ruminata, Cerastium julicum, Coriandrum tordylium, Tanacetum aucherianum, Ephedrides trifurcata, Clinopodium multiflorum, Micromeria fontanesii, Amphithalea flava, Cinnagrostis heterophylla, Eucalyptus erythrandra, Clinopodium alboviride, Tabernaemontana tomentosa, Eriosyce calderana, Ionopsidium savianum, Clinopodium umbrosum, Chrysothamnus viscidiflorus, Amphithalea purpurea, Haworthiopsis sordida, Delphinium davisii, Mesosphaerum oblongifolium, Eucalyptus improcera, Hexaphylla pubescens, Dudleya saxosa, Arnoseris minima, Sclerolaena muricata, Acmispon oroboides, Vachellia erioloba, Cicerbita microcephala, Stipagrostis shawii, Cochemiea armillata, Cochemiea saboae, Diplachne fusca, Herniaria glaberrima, Retama raetam, Dichoropetalum aureum, Cicerbita boissieri, Carpobrotus virescens, Acmispon rigidus, Erepsia polita, Elattostachys xylocarpa, Vachellia gladiata, Herniaria litardierei, Cicerbita sonchifolia, Alcea tabrisiana, Cochemiea goodridgei, Cochemiea phitauiana)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 144345 records from 1119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013777-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4n2gh
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013811-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwcuf2
title: Occurrence Download

description: A dataset containing 11315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Icaricia acmon)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-124.4096 32.53444, -114.1312 32.53444, -114.1312 42.00948, -124.4096 42.00948, -124.4096 32.53444))"
 ]
}

 The dataset includes 11315 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013813-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13602693
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.3ys8cc
title: Occurrence Download

description: A dataset containing 11315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Icaricia acmon)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-124.4096 32.53444, -114.1312 32.53444, -114.1312 42.00948, -124.4096 42.00948, -124.4096 32.53444))"
 ]
}

 The dataset includes 11315 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013817-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hfech
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Qatar",
 "Year is 2020",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 231 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013818-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.