cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ph4p24mnxp.1
title: Cyclic compression test of In718 gyroid TPMS lattice

description: TPMS gyroid lattice-filled specimens, fabricated in Inconel 718 alloy via L-PBF, were subjected to various levels of plastic deformation. Afterwards, the specimens were subjected to cyclic loading-unloading tests to assess their elastic behavior. 

Financed by the European Union - NextGenerationEU (National Sustainable Mobility Center CN00000023, Italian Ministry of University and Research Decree n. 1033 - 17/06/2022, Spoke 11 - Innovative Materials & Lightweighting). The opinions expressed are those of the authors only and should not be considered as representative of the European Union or the European Commission’s official position. Neither the European Union nor the European Commission can be held responsible for them. 

Keywords: Spoke11 - CNMS MOST, Lightweight and sustainable design, Design for additive manufacturing
DOI: 10.15468/dl.6y7e32
title: Occurrence Download

description: A dataset containing 61449 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cantharellus cibarius Fr."
 ]
}

 The dataset includes 61449 records from 415 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006055-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/453s923vxw.1
title: Daily customer counts across locations - Panipuri

description: Code Description: Analyzing Daily Customer Counts Across Multiple Locations
This Python code snippet utilizes libraries such as NumPy, pandas, and Matplotlib to simulate and analyze customer footfall data across three different locations over a 30-day period. The primary objective is to generate random customer count data, visualize it, and provide insights into customer behavior in various commercial environments.
Key Components of the Code:
Library Imports:
The code begins by importing necessary libraries:
numpy for numerical operations and random number generation.
pandas for data manipulation and analysis.
matplotlib.pyplot for creating visualizations.
Data Simulation:
A random seed is set using np.random.seed(42) to ensure that the results are reproducible.
The variable days is created as an array representing the days of the month (from 1 to 30).
Three locations are defined: "Market," "Mall," and "Station."
Random Customer Count Generation:
A dictionary named data is initialized with the days of the month.
For each location, random customer counts are generated using np.random.randint(50, 200, size=len(days)), which creates an array of random integers between 50 and 200. This simulates variations in customer foot traffic for each location over the 30 days.
The resulting data dictionary is then converted into a pandas DataFrame named df.
Data Verification:
The code prints the first five rows of the DataFrame using print(df.head()). This step ensures that the data has been generated correctly and allows for a quick inspection of the structure.
Data Visualization:
A line plot is created to visualize daily customer counts across the three locations.
The figure size is set to (10, 5) for better visibility.
A loop iterates through each location, plotting the corresponding customer counts against the days of the month. Each line is labeled with its respective location name and marked with circular markers for clarity.
Labels for the x-axis ("Day") and y-axis ("Number of Customers") are added, along with a legend to identify each location's data series.
A title ("Daily Customer Count Across Locations") is assigned to the plot, and a grid is enabled for easier reading of values.
Display Plot:
Finally, plt.show() is called to render the plot visually.
DOI: 10.15468/dl.2m63ch
title: Occurrence Download

description: A dataset containing 6098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Boerhavia coccinea Mill., Boerhavia marlothiae Heimerl, Boerhavia patula Dombey, Boerhavia diffusa var. paniculata Kuntze, Boerhavia marlothii Heimerl, Boerhavia repens var. undulata Asch. & Schweinf., Boerhavia sonorae Rose, Boerhavia diffusa var. acrophila Domin, Boerhavia diffusa Engelm. & A.Gray, Boerhavia polymorpha Rich., Boerhavia coccinea f. parcehirsuta Heimerl, Boerhavia diandra Aubl., Boerhavia glandulosa Andersson, Boerhavia ixioides Standl., Boerhavia hirsuta L., Boerhavia diffusa var. hirta Balle, Boerhavia ramulosa M.E.Jones, Boerhavia diffusa Sw., Boerhavia squamata Raf., Boerhavia viscosa subsp. apiculata Standl., Boerhavia adscendens var. pubescens Choisy, Boerhavia nantocana Schauer, Boerhavia ixodes Standl., Boerhavia diffusa var. obtusifolia Choisy, Boerhavia hirsuta Jacq., Boerhavia viscosa Lag. & Rodr., Boerhavia viscosa f. oligadena Heimerl, Boerhavia patula Dombey ex Vahl, Boerhavia bracteata T.Cooke, Boerhavia diffusa var. xerophila Domin, Boerhavia obtusifolia Lam., Boerhavia diffusa f. crassifolia Domin, Boerhavia caribaea Jacq., Boerhavia diffusa var. obtusifolia Cordem., 1895, Boerhavia coccinea var. paniculata (Kuntze) Moscoso, Boerhavia diffusa var. undulata (Asch. & Schweinf.) Cufod., Boerhavia coccinea var. pubescens (Choisy) Cufod., Boerhavia diffusa var. hirsuta Heimerl, Boerhavia diffusa var. hirsuta (Jacq.) Kuntze, Boerhavia coccinea var. viscosa (Lag. & Rodr.) Moscoso, Boerhavia diffusa var. viscosa (Lag. & Rodr.) Heimerl)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 6098 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006057-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48529/bj14-jj83
title: Firm Surveys for Comparing Personal Initiative Training to Traditional Business Training 2013-2021
title: TGO_2013-2021_FSCPIT_v02_M
DOI: 10.48529/cjmy-ae11
title: Results-Based Financing Impact Evaluation 2015
title: CMR_2015_RBFIE-FEL_v01_M
DOI: 10.48529/nwdx-1p24
title: eVoucher and Farmer Field School Impact Evaluation 2023
title: MOZ_2023_FFSEVIE-ML_v01_M
DOI: 10.48529/7ppz-cw09
title: Enhanced Care Management (ECM) Evaluation of Healthcare Plans 2021
title: EST_2021_ECMIE_v01_M
DOI: 10.48529/1k7m-pg75
title: Results-Based Financing Impact Evaluation 2015
title: CMR_2015_RBFIE-HEL_v01_M
DOI: 10.17632/drfdt5d45m.1
title: Supplement to Risk of metastasis at presentation and disease-specific death for desmoplastic and spindle cell melanoma: a SEER database analysis

description: Supplement to 'Risk of metastasis at presentation and disease-specific death for desmoplastic and spindle cell melanoma: a SEER database analysis '
DOI: 10.5519/qd.mk9z0fx9
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5554514 records)
DOI: 10.17632/65b99vd3gj.1
title: Development and Assessment of Reliability and Validity for the Home-Based Pulmonary Rehabilitation Training Barrier Scale for Adults with Chronic Respiratory Diseases data

description: we conducted a survey on 500 adult patients with chronic respiratory diseases in Hubei Province, China, using a random sampling method from January to December 2023. Ultimately, 476 valid samples were obtained. We randomly divided the sample size into two parts: we used 235 samples for project analysis, exploratory factor analysis, and the evaluation of the reliability and validity of the scale, and we used 241 samples for confirmatory factor analysis.
DOI: 10.17632/pwmdfw3pxc.1
title: Smoothed Customer Trends - Panipuri

description: Key Components of the Visualization:
Figure Setup:
The figure size is set to (12, 6), providing a wide format that enhances readability and allows for better visualization of the data trends.
Plotting Smoothed Data:
A loop iterates through a predefined list of locations (assumed to be defined earlier in the code, such as "Market," "Mall," and "Station").
For each location, the following steps are executed:
The x-axis data, representing the days of the month, is extracted from the DataFrame df_smoothed and converted to a NumPy array using to_numpy(). This ensures efficient handling of the data during plotting.
The y-axis data, which contains the smoothed customer counts for each location, is also extracted and converted to a NumPy array.
The plt.plot() function is called to create a line plot for each location. Each line is labeled with the corresponding location name followed by "(Smoothed)" to indicate that this data has been processed for clarity.
Markers (circular) are added at each data point for better visibility, and a dashed line style (linestyle="--") is used to differentiate the smoothed trends from potential raw data plots.
Axis Labels and Title:
The x-axis is labeled as "Day", indicating that it represents the days of the month.
The y-axis is labeled as "Number of Customers", which denotes the customer counts being visualized.
A title, "Smoothed Customer Trends," succinctly describes the content of the plot.
Legend and Grid:
A legend is included to identify each location's smoothed trend line, enhancing interpretability.
A grid is enabled on the plot to facilitate easier reading of values and trends across both axes.
Display Plot:
Finally, plt.show() is called to render and display the plot visually.
DOI: 10.15468/dl.xxuuhx
title: Occurrence Download

description: A dataset containing 14556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea arabica L."
 ]
}

 The dataset includes 14556 records from 529 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006056-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2fz478mzyn.1
title: Supplement to Association of cutaneous immune-related adverse events with improved overall survival among patients with cutaneous squamous cell carcinoma treated with palliative PD-1 inhibition

description: Supplement to Association of cutaneous immune-related adverse events with improved overall survival among patients with cutaneous squamous cell carcinoma treated with palliative PD-1 inhibition
DOI: 10.17632/x9fbvsrpbf.1
title: Can Dollarization Mitigate the Macroeconomic Cost of Populism? Lessons from Latin America

description: Replication files for "Can Dollarization Mitigate the Macroeconomic Cost of Populism? Lessons from Latin America"
DOI: 10.17632/9jrtd4c7xg.1
title: Empirical Verification of Ricardian Equivalence - A Field Data Analysis (MAE dataset)

description: A dataset consisting of macroeconomic data that we used in our study. The dataset contains quarterly data from Q1 2017 to Q4 2023. The data is publicly available, or searchable (for example, the interest rate on a savings account is specific to the bank, but is not sensitive client data).
DOI: 10.17632/svyhv7mg4m.1
title: Supplementary Table 2

description: Supplementary Table 2 presents estimates obtained from the best model based on BIC. The table has 8034 rows and 14 columns. The column names and descriptions are given in the supplementary document Section 3.
DOI: 10.17632/hp99m2m32p.1
title: Supplementary Table 3

description: Supplementary Table 3 presents estimates obtained from the best model based on AIC. The table has 8034 rows and 14 columns. The column names and descriptions are given in the supplementary document Section 4.
DOI: 10.17632/bbbz899k7c
title: LINF_040015200

description: rRNA biogenesis protein RRP36; Leishmania infantum (strain JPCM5)
DOI: 10.17632/bbbz899k7c.1
title: LINF_040015200

description: rRNA biogenesis protein RRP36; Leishmania infantum (strain JPCM5)
DOI: 10.17632/f6tjxmy978.1
title: Supplemental Material - Pediatric Drug Reaction with Eosinophilia and Systemic Symptoms: Pharmacovigilance and Prognosis

description: The set of supplemental materials support the JAAD manuscript "Pediatric Drug Reaction with Eosinophilia and Systemic Symptoms: Pharmacovigilance and Prognosis", including supplemental methods and one supplemental table.
Supplemental Methods detail study design, data mining, and statistical analyses which were employed in this study.
Supplemental Table. The Disproportionality Analysis of Primary-Suspected Drugs in Adult DRESS
DOI: 10.15468/dl.rsb3u5
title: Occurrence Download

description: A dataset containing 4435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.52478 38.87505,-3.35531 38.87783,-3.17359 38.87611,-3.17427 39.15327,-3.52683 39.15221,-3.52478 38.87505))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia",
 "Year 2014-2025"
 ]
}

 The dataset includes 4435 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006058-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13463956
title: SRA bacterial Illumina data

description: Contains metadata of all fastq files of  microbial genomes deposited on SRA database until August 27 20204
DOI: 10.5281/zenodo.13463957
title: SRA bacterial Illumina data

description: Contains metadata of all fastq files of  microbial genomes deposited on SRA database until August 27 20204
DOI: 10.17632/8wvw36pdcp.1
title: Supplement 2 and 3 - Improved patient satisfaction and overall experience in the post-operative period utilizing visual education on wound healing for primary closures: A prospective cohort study

description: Supplement 2 and 3 - Educational Materials
DOI: 10.17632/czjtz4k4ff.1
title: See What You Feel: Exp. 1 haptic-to-vision crossmodal matching

description: Data refer to two experiments aimed at testing the SWYF method. In exp. 1, participants are requested to judge the size of out-of-sight handheld spheres (Test spheres) by finding their match on a visual scale made of objects of the same shape and organized from left-smallest to right-biggest (haptic-to-visual matching). In exp. 2, a second group of participants are asked to find a match for the same test spheres visually presented, using the same visual scale (visual-to-visual matching).
DOI: 10.21227/a21p-2x19
title: Shoviv Software

description: Shoviv Software started its journey in 2017 and has become a top organization that offers reliable solutions worldwide. It covers almost all kinds of solutions for email clients and cloud-based platforms. The main aim of Shoviv Software is to provide easy ways to backup, migrate, recover, password remover and perform other tasks for various platforms. It is known for its simple tools with advanced features, making tasks easier. Its popular tools include Outlook PST Repair Tool, Office 365 Backup Software, G Suite Backup Tool, and many more.
DOI: 10.5281/zenodo.14777591
title: Impact of Traditional Bread-Making Practices on Microbial Communities of Lebanese Sourdoughs

description: Supplementary tables. Each table is found on a sheet in the same excel file
DOI: 10.5281/zenodo.14777592
title: Impact of Traditional Bread-Making Practices on Microbial Communities of Lebanese Sourdoughs

description: Supplementary tables. Each table is found on a sheet in the same excel file
DOI: 10.17632/y5tvcz87x9.1
title: Microbiota protect against frailty, loss of skeletal muscle, and maintain inflammatory tone during aging in mice

description: We showed that germ-free mice had increased frailty, lower muscle mass, and lower circulating inflammatory monocytes. Therefore, lower systemic inflammation coincided with worse frailty and muscle loss. Microbial colonization decreased frailty, restored muscle mass, and increased circulating inflammatory monocytes while lowering transcripts in inflammatory TNF and NF-kB pathways within muscle. Hence, microbiota can increase circulating inflammation but decrease muscle inflammation to protect against frailty.
DOI: 10.17632/y5tvcz87x9.2
title: Microbiota protect against frailty, loss of skeletal muscle, and maintain inflammatory tone during aging in mice

description: We showed that germ-free mice had increased frailty, lower muscle mass, and lower circulating inflammatory monocytes. Therefore, lower systemic inflammation coincided with worse frailty and muscle loss. Microbial colonization decreased frailty, restored muscle mass, and increased circulating inflammatory monocytes while lowering transcripts in inflammatory TNF and NF-kB pathways within muscle. Hence, microbiota can increase circulating inflammation but decrease muscle inflammation to protect against frailty.
DOI: 10.15468/dl.hzzpzq
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea rhamnifolia (Chiov.) Bridson"
 ]
}

 The dataset includes 49 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006060-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mvgxdxb9dh.1
title: Assessing the Role of ChatGPT as Synthetic Users in Personas Training for HCI Students (Dataset)

description: Generated material, dataset and results used in the paper:
- Synthetic user interviews
- Real user interviews
- Quality assesstment results from students and professors.
- Scores from personas conducted by students.
DOI: 10.17632/rjjh5vsgj4.1
title: Supplemental Material Amivantamab JAAD

description: JAAD Supplemental Material
DOI: 10.15468/dl.rexoqj
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coffea mannii (Hook.f.) A.P.Davis",
 "Country is Côte d’Ivoire"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009718-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knkvs8
title: Occurrence Download

description: A dataset containing 91690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "GadmGid is THA",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelecaniformes",
 "Year 2000-2021"
 ]
}

 The dataset includes 91690 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251253-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvu77k
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antimima bracteata (L.Bolus) H.E.K.Hartmann"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009008-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhf1sf
title: Occurrence Download

description: A dataset containing 11711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is A global database for the distributions of crop wild relatives",
 "TaxonKey is Helianthus annuus L."
 ]
}

 The dataset includes 11711 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006136-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2bcmh
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allactaga elater (Lichtenstein, 1828))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 162 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277866-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcm2y6
title: Occurrence Download

description: A dataset containing 6301 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Colombia",
 "Country is Panama",
 "Country is Costa Rica",
 "Country is Mexico",
 "Country is Peru",
 "Country is Brazil",
 "Country is Venezuela (Bolivarian Republic of)",
 "Country is French Guiana",
 "Country is Suriname",
 "Country is Cuba",
 "Country is Bahamas",
 "Country is Honduras",
 "Country is Guatemala",
 "Country is Bolivia (Plurinational State of)",
 "Country is Ecuador",
 "Country is Trinidad and Tobago",
 "Country is Nicaragua",
 "Country is Belize"
 ]
 },
 "Year 2000-2019",
 "EventDate 2000-01-01-2019-01-01",
 "HasCoordinate is true",
 "TaxonKey is Ixobrychus exilis (Gmelin, 1789)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6301 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006139-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3byvhz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drummondita billyacatting L.R.J.Shelton & K.R.Thiele"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156692-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbvnyc
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens kamtschatica Vassilcz."
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052564-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvkdz2
title: Occurrence Download

description: A dataset containing 438 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum jamiesonis Rchb.f."
 ]
}

 The dataset includes 438 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156693-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xpecx
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aldrichina grahami (Aldrich, 1930))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277859-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.horws5
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geukensia granosissima (G.B.Sowerby Iii, 1914)"
 ]
}

 The dataset includes 157 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006142-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.