cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rtuh8g
title: Occurrence Download

description: A dataset containing 1298 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tephrosia filipes Benth."
 ]
}

 The dataset includes 1298 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123401-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g9mva
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phoenicopterus chilensis Molina, 1782"
 ]
}

 The dataset includes 106 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123402-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv67yw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum semireductum Rail."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123403-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9b6ga
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium heterotrichum Briq. ex Rech.f."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123404-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6th5hw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tephrosia flava Thulin"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123405-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ap8cv
title: Occurrence Download

description: A dataset containing 101957 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustela erminea Linnaeus, 1758"
 ]
}

 The dataset includes 101957 records from 661 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123295-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8ujqj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum semisagittatum Rail."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123406-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t99ujr
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium heynei V.S.Kumar & Chakrab."
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123407-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwywvx
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tephrosia flexuosa G.Don"
 ]
}

 The dataset includes 282 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123408-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t7xpx
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dendropanax hondurensis M.J. & Cannon"
 ]
}

 The dataset includes 42 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123409-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrma8v
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum semitubulosum Jurtzev"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123410-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.de5rd9
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium hieronymi Sennen"
 ]
}

 The dataset includes 152 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123411-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10599326
title: Multifaceted Activity of Fabimycin: Insights from Molecular Dynamics Studies on Bacterial Membrane models

description: This dataset presents a comprehensive collection of input data for Molecular Dynamics (MD) simulations performed using the GROMACS simulation software. The included systems cover various membrane environments, each with distinctive properties. The systems consist of:



IM (Inner Membrane): Simulations involving the inner membrane environment.

IM_OM (Inner Membrane and Outer Membrane Complex): Complex systems encompassing both inner and outer membrane components.

OM_D (Double Symmetric Outer Membrane): Simulations featuring a double symmetric outer membrane structure.

OM (Asymmetric Outer Membrane): Simulations with an asymmetric outer membrane configuration.

PC Membrane (Phosphatidylcholine Membrane): Simulations involving membranes composed of phosphatidylcholine.


For each membrane type, the dataset provides three replicas. The dataset includes initial and final structures (.gro files), simulation parameter files (.mdp), index files (.ndx), and topology files (.itp and .top) applicable to all systems.
DOI: 10.5281/zenodo.10634658
title: Multifaceted Activity of Fabimycin: Insights from Molecular Dynamics Studies on Bacterial Membrane models

description: This dataset presents a comprehensive collection of input data for Molecular Dynamics (MD) simulations performed using the GROMACS simulation software. The included systems cover various membrane environments, each with distinctive properties. The systems consist of:



IM (Inner Membrane): Simulations involving the inner membrane environment.

IM_OM (Inner Membrane and Outer Membrane Complex): Complex systems encompassing both inner and outer membrane components.

OM_D (Double Symmetric Outer Membrane): Simulations featuring a double symmetric outer membrane structure.

OM (Asymmetric Outer Membrane): Simulations with an asymmetric outer membrane configuration.

PC Membrane (Phosphatidylcholine Membrane): Simulations involving membranes composed of phosphatidylcholine.


For each membrane type, the dataset provides three replicas. The dataset includes initial and final structures (.gro files), simulation parameter files (.mdp), index files (.ndx), and topology files (.itp and .top) applicable to all systems.
DOI: 10.5281/zenodo.10599325
title: Multifaceted Activity of Fabimycin: Insights from Molecular Dynamics Studies on Bacterial Membrane models

description: This dataset presents a comprehensive collection of input data for Molecular Dynamics (MD) simulations performed using the GROMACS simulation software. The included systems cover various membrane environments, each with distinctive properties. The systems consist of:



IM (Inner Membrane): Simulations involving the bacteral mimicking inner membrane environment.

IM_OM (Inner Membrane and Outer Membrane Complex): Complex systems encompassing both inner and outer bacterial membrane models.

OM_D (Double Symmetric Outer Membrane): Simulations featuring a symmetric outer membrane structure.

OM (Asymmetric Outer Membrane): Simulations with an asymmetric outer membrane configuration.

PC Membrane (Phosphatidylcholine Membrane): Simulations involving membranes composed of phosphatidylcholine.


For each membrane type, the dataset provides three replicas. The dataset includes initial and final structures (.gro files), simulation parameter files (.mdp), index files (.ndx), and topology files (.itp and .top) applicable to all systems.
DOI: 10.5281/zenodo.10946177
title: Multifaceted Activity of Fabimycin: Insights from Molecular Dynamics Studies on Bacterial Membrane models

description: This dataset presents a comprehensive collection of input data for Molecular Dynamics (MD) simulations performed using the GROMACS simulation software. The included systems cover various membrane environments, each with distinctive properties. The systems consist of:



IM (Inner Membrane): Simulations involving the bacteral mimicking inner membrane environment.

IM_OM (Inner Membrane and Outer Membrane Complex): Complex systems encompassing both inner and outer bacterial membrane models.

OM_D (Double Symmetric Outer Membrane): Simulations featuring a symmetric outer membrane structure.

OM (Asymmetric Outer Membrane): Simulations with an asymmetric outer membrane configuration.

PC Membrane (Phosphatidylcholine Membrane): Simulations involving membranes composed of phosphatidylcholine.


For each membrane type, the dataset provides three replicas. The dataset includes initial and final structures (.gro files), simulation parameter files (.mdp), index files (.ndx), and topology files (.itp and .top) applicable to all systems.
DOI: 10.15468/dl.whfpmx
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tephrosia forbesii Baker"
 ]
}

 The dataset includes 91 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123413-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g93fb3
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum senile Soest"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123414-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.bkfmw14u
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1394182 records)
DOI: 10.15468/dl.62h3vr
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium hifacense Pau"
 ]
}

 The dataset includes 520 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123415-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5haq7r
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tephrosia fulvinervis Hochst. ex A.Rich."
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123417-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nghrzf
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phoenicopterus roseus Pallas, 1811"
 ]
}

 The dataset includes 227 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123416-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.19343657
title: artifact for a paper submission

description: Code and Dataset
<br>
[Environment preparation]
1. Python version: 3.6 or upper version
2. Dependent libraries: nltk, pandas, etc.
Utilize pip install [lib_name] to install the libraries.
<br>
[Code]
1. File list
Step1 Scrapy tool -- Use the Scrapy tool to crawl multi-language data from Stack Overflow.
Step2 LDA topic model -- Use LDA to generate development related topics.
Step3 Random sampling for Codebook -- Random sample 495 posts.
Step4 Random sampling for Coding Process -- Random sample 20% posts.
acceptance-categories.py -- Get the relationship between acceptance and categories.
accepted answer time.py -- Get the data on how long after the post is published to get the accepted answer.
evolution of acceptance.py -- Get the evolution of per-year percentage of posts with accepted answers.
view counts.py -- Get the data related to the post's view counts.
data analysis.py -- Other data analysis.
<br>
2. Command line
… \step1 Scrapy tool&gt;scrapy crawl -o output.csv getQA -- start to crawl data from Stack Overflow
<br>
3. Command parameters
scrapy bench -- Run quick benchmark test
scrapy check -- Check spider contracts
scrapy crawl -- Run a spider
scrapy edit -- Edit spider
scrapy fetch -- Fetch a URL using the Scrapy downloader
scrapy genspider -- Generate new spider using pre-defined templates
scrapy list -- List available spiders
scrapy parse -- Parse URL (using its spider) and print the results
scrapy runspider -- Run a self-contained spider (without creating a project)
Use "scrapy -h" to see more info about a command
<br>
[Dataset]
1. Data/dataset_1,113posts.csv: filtering via tags and number of votes.
2. Data/dataset_5,565posts.csv.csv: filtering via topic modeling.
3. Data/dataset_10,444posts.csv: random sampling.
4. Data/dataset_586posts.csv: manual analysis.
5. Data/CodeBook.xlsx:  key codes used to categorize SO posts on multilingual development issues. 
<br>
DOI: 10.6084/m9.figshare.19343657.v10
title: artifact for a paper submission

description: Code and Dataset
<br>
[Environment preparation]
1. Python version: 3.6 or upper version
2. Dependent libraries: nltk, pandas, etc.
Utilize pip install [lib_name] to install the libraries.
<br>
[Code]
1. File list
Step1 Scrapy tool -- Use the Scrapy tool to crawl multi-language data from Stack Overflow.
Step2 LDA topic model -- Use LDA to generate development related topics.
Step3 Random sampling for Codebook -- Random sample 495 posts.
Step4 Random sampling for Coding Process -- Random sample 20% posts.
acceptance-categories.py -- Get the relationship between acceptance and categories.
accepted answer time.py -- Get the data on how long after the post is published to get the accepted answer.
evolution of acceptance.py -- Get the evolution of per-year percentage of posts with accepted answers.
view counts.py -- Get the data related to the post's view counts.
data analysis.py -- Other data analysis.
<br>
2. Command line
… \step1 Scrapy tool&gt;scrapy crawl -o output.csv getQA -- start to crawl data from Stack Overflow
<br>
3. Command parameters
scrapy bench -- Run quick benchmark test
scrapy check -- Check spider contracts
scrapy crawl -- Run a spider
scrapy edit -- Edit spider
scrapy fetch -- Fetch a URL using the Scrapy downloader
scrapy genspider -- Generate new spider using pre-defined templates
scrapy list -- List available spiders
scrapy parse -- Parse URL (using its spider) and print the results
scrapy runspider -- Run a self-contained spider (without creating a project)
Use "scrapy -h" to see more info about a command
<br>
[Dataset]
1. Data/dataset_1,113posts.csv: filtering via tags and number of votes.
2. Data/dataset_5,565posts.csv.csv: filtering via topic modeling.
3. Data/dataset_10,444posts.csv: random sampling.
4. Data/dataset_586posts.csv: manual analysis.
5. Data/CodeBook.xlsx:  key codes used to categorize SO posts on multilingual development issues. 
<br>
DOI: 10.6084/m9.figshare.19343657.v9
title: Demystifying Issues, Challenges, and Solutions for Multilingual Software Development

description: Code and Dataset
<br>
[Environment preparation]
1. Python version: 3.6 or upper version
2. Dependent libraries: nltk, pandas, etc.
Utilize pip install [lib_name] to install the libraries.
<br>
[Code]
1. File list
Step1 Scrapy tool -- Use the Scrapy tool to crawl multi-language data from Stack Overflow.
Step2 LDA topic model -- Use LDA to generate development related topics.
Step3 Random sampling for Codebook -- Random sample 495 posts.
Step4 Random sampling for Coding Process -- Random sample 20% posts.
acceptance-categories.py -- Get the relationship between acceptance and categories.
accepted answer time.py -- Get the data on how long after the post is published to get the accepted answer.
evolution of acceptance.py -- Get the evolution of per-year percentage of posts with accepted answers.
view counts.py -- Get the data related to the post's view counts.
data analysis.py -- Other data analysis.
<br>
2. Command line
… \step1 Scrapy tool&gt;scrapy crawl -o output.csv getQA -- start to crawl data from Stack Overflow
<br>
3. Command parameters
scrapy bench -- Run quick benchmark test
scrapy check -- Check spider contracts
scrapy crawl -- Run a spider
scrapy edit -- Edit spider
scrapy fetch -- Fetch a URL using the Scrapy downloader
scrapy genspider -- Generate new spider using pre-defined templates
scrapy list -- List available spiders
scrapy parse -- Parse URL (using its spider) and print the results
scrapy runspider -- Run a self-contained spider (without creating a project)
Use "scrapy -h" to see more info about a command
<br>
[Dataset]
1. Data/dataset_1,113posts.csv: filtering via tags and number of votes.
2. Data/dataset_5,565posts.csv.csv: filtering via topic modeling.
3. Data/dataset_10,444posts.csv: random sampling.
4. Data/dataset_586posts.csv: manual analysis.
5. Data/CodeBook.xlsx:  key codes used to categorize SO posts on multilingual development issues. 
<br>
DOI: 10.15468/dl.yjxbvn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum senjavinensis Jurtzev & Tzvelev"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123418-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvyk6d
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium hijazicum Hedge & R.A.King"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123419-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5kd1qx1k
title: MassIVE MSV000094494 - Chikungunya virus glycoprotein targeting of host factors increases viral fitness in human macrophage
title: Proteomic analysis of Chikungunya virus E1 and E2 interacting proteins during macrophage infection
DOI: 10.15468/dl.7433km
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tephrosia fusca Wight & Arn."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123420-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4jqgv
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "GadmGid is CAN.2_1",
 "TaxonKey is Emblyna Chamberlin, 1948"
 ]
}

 The dataset includes 442 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123421-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5vy9n
title: Occurrence Download

description: A dataset containing 760 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum septentrionale Dahlst."
 ]
}

 The dataset includes 760 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123422-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3n4vh
title: Occurrence Download

description: A dataset containing 546 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium hircanicum L."
 ]
}

 The dataset includes 546 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123423-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ph7jnh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tephrosia galpinii H.M.L.Forbes"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123424-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcm5bd
title: Occurrence Download

description: A dataset containing 10129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.58052 2.64924,-67.29782 2.64924,-67.29782 5.96380,-75.58052 5.96380,-75.58052 2.64924))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pteroglossus castanotis Gould, 1834"
 ]
}

 The dataset includes 10129 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123425-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzg3bg
title: Occurrence Download

description: A dataset containing 1854 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum serotinum (Waldst. & Kit.) Poir."
 ]
}

 The dataset includes 1854 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123426-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.