cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17372730
title: Spectral data for "Characterizing the Time Variability of 2M1207 A+b with JWST NIRSpec/PRISM"

description: The reduced spectral time series used for the core analysis of the publication "Characterizing the Time Variability of 2M1207 A+b with JWST NIRSpec/PRISM" (arXiv: 2509.13544). The data format is a netcdf file containing an xarray datatree.Here is an example script in Python to open the file and obtain each object's dataset:

from pathlib import Path
import xarray as xr

if xr.__version__ < "2024.10.0":
    raise Exception("This example requires xarray >= 2024.10.0 for datatree support.")

current_directory: Path = Path(__file__).parent
datatree_filepath: Path = current_directory / "2M1207_spectra_datatree.nc"

spectral_data_for_2M1207: xr.DataTree = xr.open_datatree(datatree_filepath)

primary_dataset: xr.Dataset = spectral_data_for_2M1207["science"]["2M1207A"].to_dataset()
secondary_dataset: xr.Dataset = spectral_data_for_2M1207["science"]["2M1207b"].to_dataset()

background_region_1_dataset: xr.Dataset = spectral_data_for_2M1207["background"]["background_region_1"].to_dataset()
DOI: 10.5281/zenodo.17372731
title: Spectral data for "Characterizing the Time Variability of 2M1207 A+b with JWST NIRSpec/PRISM"

description: The reduced spectral time series used for the core analysis of the publication "Characterizing the Time Variability of 2M1207 A+b with JWST NIRSpec/PRISM" (arXiv: 2509.13544). The data format is a netcdf file containing an xarray datatree.Here is an example script in Python to open the file and obtain each object's dataset:

from pathlib import Path
import xarray as xr

if xr.__version__ < "2024.10.0":
    raise Exception("This example requires xarray >= 2024.10.0 for datatree support.")

current_directory: Path = Path(__file__).parent
datatree_filepath: Path = current_directory / "2M1207_spectra_datatree.nc"

spectral_data_for_2M1207: xr.DataTree = xr.open_datatree(datatree_filepath)

primary_dataset: xr.Dataset = spectral_data_for_2M1207["science"]["2M1207A"].to_dataset()
secondary_dataset: xr.Dataset = spectral_data_for_2M1207["science"]["2M1207b"].to_dataset()

background_region_1_dataset: xr.Dataset = spectral_data_for_2M1207["background"]["background_region_1"].to_dataset()
DOI: 10.13140/rg.2.2.36191.27043
title: Science Studies teachers' didactic choices in sustainability teaching
DOI: 10.15468/dl.cfrtt5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropterus salmoides",
 "HasCoordinate is true",
 "Country is Namibia"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048281-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/bch7dy
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "gillesvialor"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "gillesvialor"
DOI: 10.13140/rg.2.2.23359.32162
title: Chronic Back Pain Addressing Psychological and Behavioral Factors
DOI: 10.13140/rg.2.2.14203.94247
title: How to Find Authentic Information for Programme Development and Revision
DOI: 10.13140/rg.2.2.21019.68649
title: HOW ZAFAR BUKHARI WAS DECLARED UNSUITABLE FOR ALL MAJOR CIVIL SERVICE GROUPS EXCEPT POST OFFICE-1987-88-HOW THE CIVIL SERVICE WAS EXTREMISED AND FILLED WITH RABID ISLAMISTS IN ZIA ERA BY PLACING AN ISLAMIST EXTREMIST CHAIRMAN IN FEDERAL PUBLIC SERVICE COMMISSION-
DOI: 10.15468/dl.4f9sft
title: Occurrence Download

description: A dataset containing 67262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-27.50298 21.28126, -26.43695 20.42046, -25.1287 19.94015, -23.6919 19.88185, -22.25048 20.2511, 38.59129 21.65886, 40.05275 21.35526, 41.49861 21.47933, 42.80482 22.01995, 43.85759 22.93039, 44.55982 24.13112, 76.4422 55.66586, 78.30868 56.53368, 79.62115 57.65488, 80.22432 58.94387, 79.98464 60.29035, 78.8192 61.56215, -62.74691 58.43671, -63.73428 57.13646, -63.88319 55.78588, -63.26559 54.51539, -61.99922 53.43331, -60.22441 52.62263, -28.2297 22.44742, -27.50298 21.28126))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 67262 records from 835 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048247-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.14217.04962
title: presentación 20 nov 24.pdf
DOI: 10.13140/rg.2.2.15016.58884
title: تكنولوجيا العمارة المحلية ــ نشاط.
DOI: 10.15468/sy8sa3
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "libbyhepburn"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "libbyhepburn"
DOI: 10.13140/rg.2.2.29054.40002
title: Diagnosing Onychomycosis Tools, Techniques, and Challenges
DOI: 10.13140/rg.2.2.25253.31203
title: ARTIFICIAL INTELLIGENCE SPELL CHECK TOTAL FAILURE ON GOOGLE , AMAZON, FACE BOOK , WHATSAPP ETC
DOI: 10.13140/rg.2.2.34218.63685
title: Asignatura: Producción textual Título del trabajo: Pasos para escribir una crónica Presentado por
DOI: 10.15468/dl.hdnvr4
title: Occurrence Download

description: A dataset containing 2919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-74.9 -9.3,-74.9 -8.8,-74.4 -8.8,-74.4 -9.3,-74.9 -9.3))",
 "IucnRedListCategory is one of (NE, DD, LC, NT, VU, EN, CR, EW, EX)"
 ]
}

 The dataset includes 2919 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048282-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ap3ba5
title: Occurrence Download

description: A dataset containing 806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lutra lutra",
 "Year 2025-2025"
 ]
}

 The dataset includes 806 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048283-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.28644.80004
title: An Additive Property of Harmonic Mean of a discrete Variable
DOI: 10.15468/qhapq4
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "sylvianeluciennehenriette"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "sylvianeluciennehenriette"
DOI: 10.15468/dl.bnw98c
title: Occurrence Download

description: A dataset containing 2684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Boletus edulis"
 ]
}

 The dataset includes 2684 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048285-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.29785.12642
title: Hanani, Yungan, 2024, Análisis de la energía producida por un panel solar a partir de su ángulo de inclinación.
DOI: 10.13140/rg.2.2.33140.56969
title: Basantes,2024,La Robotica en la vida cotidana
DOI: 10.13140/rg.2.2.29306.71369
title: 1000 random
DOI: 10.15468/xf7xb6
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "facui"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "facui"
DOI: 10.13140/rg.2.2.22150.18241
title: Deferoxamine Pharmacology, Monitoring, and Patient Outcomes
DOI: 10.13140/rg.2.2.16972.83848
title: 8 Division in 1971 war
DOI: 10.13140/rg.2.2.19961.28000
title: tables1.pdf
DOI: 10.13140/rg.2.2.25938.16327
title: eagles in shelter
DOI: 10.13140/rg.2.2.15138.13761
title: Dispelling Myths About Palliative and Hospice Care
DOI: 10.15468/dl.zfy528
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreochromis mossambicus",
 "HasCoordinate is true",
 "Country is Namibia"
 ]
}

 The dataset includes 50 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048287-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.24916.10887
title: CERTIFICATE OF REVIEW RECOGNITION Open Journal of Psychology Household Income and Offspring Education Explain Transgenerational Diminished Returns of Parental Education An Open Access Journal by SCIPUB
DOI: 10.13140/rg.2.2.36135.87201
title: IMG 4373
DOI: 10.15468/nbefsd
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "galentin"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "galentin"
DOI: 10.13140/rg.2.2.24601.53609
title: Effect of Ximenia americana plant species associated indigenous microbial consortia biopriming on seed germination and seedling growth of minor fruit tree species in danger of extinction Jointly Organized by Certificate No -IACP
DOI: 10.15468/dl.fvh8xe
title: Occurrence Download

description: A dataset containing 274611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "CoordinateUncertaintyInMeters is less than or equal to 10000.0",
 "Country is United States of America",
 "Geometry POLYGON((-94.76377 35.33049,-95.57476 35.26561,-94.66645 31.82704,-94.73133 29.32922,-91.61716 29.16702,-89.05445 28.97238,-88.69762 30.07532,-90.41691 30.17264,-89.63836 31.24314,-91.4874 31.34045,-90.18983 35.23317,-94.76377 35.33049))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Louisiana",
 "Year 2004-2024"
 ]
}

 The dataset includes 274611 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048274-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.28835.16166
title: Enzymatic Electrochemical Biosensors-A Mini Review
DOI: 10.15468/dl.yjp6st
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sternochetus mangiferae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 118 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048286-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.17241.84324
title: The Role of Community-Led Organizations in Enhancing HIV Care Delivery
DOI: 10.13140/rg.2.2.10347.45606
title: Mr. Grammatical Ontology: Anatomist, Medical Language Model training files
DOI: 10.13140/rg.2.2.11763.03366
title: Objective Evaluation in Anaesthesia Training A Proposed Modular System
DOI: 10.15468/dl.x532ud
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cipocereus minensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 104 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048288-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.11238.74569
title: Syrian Crisis 2024
DOI: 10.13140/rg.2.2.22982.79683
title: TIMSS23: YARIŞMACI TUTKUDAN DAYANIŞMACI TUTUMA YÖNELİM
DOI: 10.6084/m9.figshare.30410728
title: Data from "Juvenile social play and the development of socio-cognitive skills in male rats"

description: Behavioral data (adult stranger test and juvenile rough-and-tumble play [RTP] data) as well as neuron anatomy measures.
DOI: 10.6084/m9.figshare.30410728.v2
title: Data from "Juvenile social play and the development of socio-cognitive skills in male rats"

description: Behavioral data (adult stranger test and juvenile rough-and-tumble play [RTP] data) as well as neuron anatomy measures.
DOI: 10.13140/rg.2.2.27216.42246
title: Proprioceptive Insole used to Stabilize the PreClinical Clubfoot Deformity (left figure) and Rothbarts Foot (right figure)
DOI: 10.6084/m9.figshare.30410728.v1
title: Data from "Juvenile social play and the development of socio-cognitive skills in male rats"

description: Behavioral data (adult stranger test and juvenile rough-and-tumble play [RTP] data) as well as neuron anatomy measures.
DOI: 10.15468/rznkxr
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "briquette64"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "briquette64"
DOI: 10.13140/rg.2.2.18985.10086
title: Toyota Production System - Leaner Manufacturing for a Greener Planet, TMC (1998)
DOI: 10.15468/na4bmk
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes Arthur De France (arthurdf)

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "arthurdf"
DOI: 10.13140/rg.2.2.26230.10561
title: Paso 5 Gestionando el proyecto-https://www.canva.com/design/DAGY6_5BmT8/c5-JMqKlzJYGu7hDcZ1mPQ/view?utm_content=DAGY6_5BmT8&utm_campaign=designshare&utm_medium=link&utm_source=recording_view
DOI: 10.13140/rg.2.2.29061.26082
title: Discrete Variable: Multiplicative Property of Geometric Mean
DOI: 10.13140/rg.2.2.16963.31520
title: inventairemuseeGuelma1
DOI: 10.13140/rg.2.2.16334.16967
title: Reflection and Growth The Essential Role of Portfolios in Medicine
DOI: 10.6084/m9.figshare.30408208
title: Microbiome results

description: <b>Kraken_Bracken_QC_Results_k2-h3. </b>Kraken, Bracken, and QC results.<b>QIIME2_Results_k2-h3-q2.</b> QIIME2 results.FASTQ files available upon request.
DOI: 10.6084/m9.figshare.30408208.v1
title: Microbiome results

description: <b>Kraken_Bracken_QC_Results_k2-h3. </b>Kraken, Bracken, and QC results.<b>QIIME2_Results_k2-h3-q2.</b> QIIME2 results.FASTQ files available upon request.
DOI: 10.13140/rg.2.2.27049.30560
title: Server Administration Essential Training
DOI: 10.13140/rg.2.2.23589.00487
title: Reviewing Article - Introducing E-Governance Both in Ukraine
DOI: 10.13140/rg.2.2.10875.02085
title: جدول يوضح جرائم الفساد المنصوص عليها في القانون رقم 06/01 المؤر خ في 20 فبراير سنة 2006 المتعلق بالوقاية من الفساد ومكافحته.
DOI: 10.15468/7na3e7
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "francoismaricourt"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "francoismaricourt"
DOI: 10.6084/m9.figshare.30407857
title: Proteomics results

description: <b>Table S1.</b> <b>Proteins identified using Spectronaut. </b><b>Table S2. Significant DEPs in severe PASC vs. healthy controls. </b>
DOI: 10.6084/m9.figshare.30407857.v1
title: Proteomics results

description: <b>Table S1.</b> <b>Proteins identified using Spectronaut. </b><b>Table S2. Significant DEPs in severe PASC vs. healthy controls. </b>
DOI: 10.15468/dl.qv9vws
title: Occurrence Download

description: A dataset containing 490715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Africa, Europe)",
 "TaxonKey is Coturnix coturnix"
 ]
}

 The dataset includes 490715 records from 1986 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048252-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14536733
title: BugCatcher-Data

description: Bug datasets play a vital role in advancing software engineering tasks, including bug detection, fault localization, and automated program repair. These datasets enable the development of more accurate algorithms, facilitate efficient fault identification, and drive the creation of reliable automated repair tools. However, the manual collection and curation of such data are labor-intensive and prone to inconsistency, which limits scalability and reliability. Current datasets often fail to provide detailed and accurate information, particularly regarding bug types, descriptions, and classifications, reducing their utility in diverse research and practical applications. To address these challenges, we introduce BugCatcher, a comprehensive approach for constructing large-scale, high-quality bug datasets. BugCatcher begins by enhancing PR-Issue linking mechanisms, extending data collection to 12 programming languages over a decade, and ensuring accurate linkage between pull requests and issues. It employs a two-stage filtering process, BugCurator, to refine data quality, and utilizes large language models with Zero-shot Chain-of-Thought prompting to generate precise bug types and detailed descriptions. Furthermore, BugCatcher incorporates a robust classification framework, fine-tuning models for improved categorization. The resulting dataset, BugCatcher-Data, includes 243,265 bug-fix entries with comprehensive fields such as code diffs, bug locations, detailed descriptions, and classifications, serving as a substantial resource for advancing software engineering research and practices.
DOI: 10.5281/zenodo.18127883
title: Linked collectors and determiners for: Small island but great diversity: thirty six species of Parmotrema (Parmeliaceae, lichenized Ascomycota), including sixteen new species, on Réunion (Mascarenes), with additional data from the Western Indian Ocean.

description: Natural history specimen data linked to collectors and determiners held within, "Small island but great diversity: thirty six species of Parmotrema (Parmeliaceae, lichenized Ascomycota), including sixteen new species, on Réunion (Mascarenes), with additional data from the Western Indian Ocean". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/dd105358-251a-46be-8581-f7244dfb388e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/dd105358-251a-46be-8581-f7244dfb388e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.14536732
title: BugCatcher-Data

description: Bug datasets play a vital role in advancing software engineering tasks, including bug detection, fault localization, and automated program repair. These datasets enable the development of more accurate algorithms, facilitate efficient fault identification, and drive the creation of reliable automated repair tools. However, the manual collection and curation of such data are labor-intensive and prone to inconsistency, which limits scalability and reliability. Current datasets often fail to provide detailed and accurate information, particularly regarding bug types, descriptions, and classifications, reducing their utility in diverse research and practical applications. To address these challenges, we introduce BugCatcher, a comprehensive approach for constructing large-scale, high-quality bug datasets. BugCatcher begins by enhancing PR-Issue linking mechanisms, extending data collection to 12 programming languages over a decade, and ensuring accurate linkage between pull requests and issues. It employs a two-stage filtering process, BugCurator, to refine data quality, and utilizes large language models with Zero-shot Chain-of-Thought prompting to generate precise bug types and detailed descriptions. Furthermore, BugCatcher incorporates a robust classification framework, fine-tuning models for improved categorization. The resulting dataset, BugCatcher-Data, includes 243,265 bug-fix entries with comprehensive fields such as code diffs, bug locations, detailed descriptions, and classifications, serving as a substantial resource for advancing software engineering research and practices.
DOI: 10.5281/zenodo.18127885
title: Linked collectors and determiners for: Three new species of Peltaea (Malvaceae, Malvoideae) from the cerrado of Brazil.

description: Natural history specimen data linked to collectors and determiners held within, "Three new species of Peltaea (Malvaceae, Malvoideae) from the cerrado of Brazil". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/04e2cb61-a296-4e04-95dc-eca73a23855b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/04e2cb61-a296-4e04-95dc-eca73a23855b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127889
title: Linked collectors and determiners for: Cambridge University Herbarium (CGE).

description: Natural history specimen data linked to collectors and determiners held within, "Cambridge University Herbarium (CGE)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/0f146210-0f74-4c3a-8a9c-746637e3a9be using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/0f146210-0f74-4c3a-8a9c-746637e3a9be. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127891
title: Linked collectors and determiners for: Typification of Edmond Boissier's Cruciferae (Brassicaceae) names enumerated in Flora Orientalis.

description: Natural history specimen data linked to collectors and determiners held within, "Typification of Edmond Boissier's Cruciferae (Brassicaceae) names enumerated in Flora Orientalis". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/180b8c6d-242a-4fff-a1a3-e88d2e1e51ed using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/180b8c6d-242a-4fff-a1a3-e88d2e1e51ed. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127893
title: Linked collectors and determiners for: The genus Argopistes Motschulsky from Japan and Taiwan, with descriptions of three new species from Taiwan (Coleoptera, Chrysomelidae, Galerucinae, Alticini).

description: Natural history specimen data linked to collectors and determiners held within, "The genus Argopistes Motschulsky from Japan and Taiwan, with descriptions of three new species from Taiwan (Coleoptera, Chrysomelidae, Galerucinae, Alticini)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/30707443-4520-40d1-912e-36552fd4696d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/30707443-4520-40d1-912e-36552fd4696d. Formatted as a Frictionless Data package.