cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14854274
title: Global Fondant Market 2025 To 2034

description: Fondant Market Size, Trends and Insights By Product Type (Rolled Fondant, Poured Fondant, Sculpting Fondant, Sculpting Fondant, Gumpaste Fondant), By Application (Confectionary, Bakery), By End User (Bakery Industry/Chains, Commercial Food Service, In-Store Bakery, Artisan Production, Others), By Distribution Channel (B2B, B2C), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Fondant Market was valued at USD 550 Million in 2024 and grew at a CAGR of 6.9% from 2025 to 2034. The market is expected to reach USD 898.79 Million by 2034, during the forecast period 2025- 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61941
DOI: 10.25582/data.2025-02.3377089/2513825
title: Data for EMSL Project 60938 from February 2025
DOI: 10.25582/data.2025-02.3377071/2513826
title: Data for EMSL Project 60942 from February 2025
DOI: 10.25582/data.2025-02.3377087/2513827
title: Data for EMSL Project 60942 from February 2025
DOI: 10.25582/data.2025-02.3377077/2513828
title: Data for EMSL Project 60946 from February 2025
DOI: 10.15121/2513872
title: Ground Source Heat Pump Screening Tool and Related Resources

description: This archive contains both a link to Oak Ridge National Laboratory's Ground Source Heat Pump (GSHP) Screening Tool and related resources documenting its development, technical features, and applications. The web-based screening tool is a techno-economic analysis resource designed to evaluate the feasibility, costs, and benefits of implementing GSHP systems in buildings across various U.S. climate zones. It is intended for use by building owners, HVAC system designers, and installers to support decision-making in residential and commercial applications, incorporating advanced modeling capabilities such as ground heat exchanger design. The included resources detail the tool's creation and use, covering topics such as innovative ground heat exchanger design methodologies, the development of an open library of g-functions for borehole configurations, and studies on GSHP performance and economic viability in retrofitting single-family homes.
DOI: 10.15121/2513873
title: EGS Collab Experiment 2: Continuous Active Source Seismic Monitoring (CASSM)

description: The dataset contains continuous active-source seismic monitoring (CASSM) data collected during EGS Collab Experiment 2, conducted from February to September 2022 at the Sanford Underground Research Facility in Lead, South Dakota. This experiment aimed to investigate enhanced geothermal systems through high-pressure fluid injections at depths of 1200-1500 meters. The seismic monitoring system included 16 three-component piezoelectric accelerometers and 24 hydrophones installed in boreholes around the injection zones, recording signals from piezoelectric seismic sources. Data were acquired using both continuous and triggered recording systems, with sampling rates of up to 100 kHz. The raw data are organized by timestamps and stored in .dat format, with accompanying log files. Calibration certificates for selected accelerometers are provided to aid in correcting sensor responses, though users are advised to consider possible effects of enclosures and installation on sensor performance. Users are strongly advised to consult the accompanying report, which outlines the experimental setup, data acquisition, sensor specifications, and recording systems.
DOI: 10.15468/dl.kkgvns
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crossoptilon mantchuricum Swinhoe, 1863"
 ]
}

 The dataset includes 722 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024504-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmcvjd
title: Occurrence Download

description: A dataset containing 606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puffinus carneipes Gould, 1844",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 606 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024505-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjvtk5
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardenna carneipes (Gould, 1844)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 604 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024506-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/6650460
title: 🇱🇦🐼 Laos Food Panda Restaurant Reviews
DOI: 10.34740/kaggle/ds/6650581
title: 🇲🇲🐼 Myanmar Food Panda Restaurant Reviews
DOI: 10.15468/dl.86fcfj
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cirsium vulgare (Savi) Airy Shaw, 1938"
 ]
}

 The dataset includes 98 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024510-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cs96b
title: Occurrence Download

description: A dataset containing 576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Ovis ammon (Linnaeus, 1758)",
 "Year 1990-2010"
 ]
}

 The dataset includes 576 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024511-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yge9my
title: Occurrence Download

description: A dataset containing 6529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Human Observation, Observation, Material citation, Occurrence evidence, Specimen)",
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.24.9_2",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "Month is one of (January, February, April, March, May, June, July, August, September, October, November, December)",
 "TaxonKey is Plantae",
 "Year 1000-2025"
 ]
}

 The dataset includes 6529 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024508-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mtvr4
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branchiostegus japonicus (Houttuyn, 1782)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 221 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024509-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14854281
title: Global Psychiatric Digital Biomarkers Market 2025 To 2034

description: Psychiatric Digital Biomarkers Market Size, Trends and Insights By Type (Wearable, Mobile based Applications, Sensors, Other Type), By Clinical Practice (Diagnostic Psychiatric Digital Biomarkers, Monitoring Psychiatric Digital Biomarkers, Predictive and Prognostic Psychiatric Digital Biomarkers, Other Clinical Practice), By End Use (Healthcare Companies, Healthcare Providers, Payers, Other End Use), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Psychiatric Digital Biomarkers Market is estimated to be USD 7.65 Billion in 2025 and is projected to reach USD 36.8 Billion in 2034. The market is anticipated to grow at a CAGR of 19.5% during the forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=62001
DOI: 10.5281/zenodo.14854282
title: Global Psychiatric Digital Biomarkers Market 2025 To 2034

description: Psychiatric Digital Biomarkers Market Size, Trends and Insights By Type (Wearable, Mobile based Applications, Sensors, Other Type), By Clinical Practice (Diagnostic Psychiatric Digital Biomarkers, Monitoring Psychiatric Digital Biomarkers, Predictive and Prognostic Psychiatric Digital Biomarkers, Other Clinical Practice), By End Use (Healthcare Companies, Healthcare Providers, Payers, Other End Use), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Psychiatric Digital Biomarkers Market is estimated to be USD 7.65 Billion in 2025 and is projected to reach USD 36.8 Billion in 2034. The market is anticipated to grow at a CAGR of 19.5% during the forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=62001
DOI: 10.15468/dl.8ad37h
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branchiostegus albus Dooley, 1978",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024512-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds003643.v2.0.7
title: Le Petit Prince: A multilingual fMRI corpus using ecological stimuli
DOI: 10.15468/dl.tbxfv4
title: Occurrence Download

description: A dataset containing 683 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coryanthes Hook."
 ]
}

 The dataset includes 683 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024513-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.873aeb
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branchiostegus argentatus (Cuvier, 1830)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024514-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7fffu
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cirsium vulgare (Savi) Petr."
 ]
}

 The dataset includes 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024516-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14854293
title: Global Duchenne Muscular Dystrophy Drugs Market 2025 To 2034

description: Duchenne Muscular Dystrophy Drugs Market Size, Trends and Insights By Drug Type (Exon skipping drugs, Corticosteroids, Gene therapy, Other drug types), By Route of Administration (Oral, Injectable), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Duchenne Muscular Dystrophy Drugs Market size reached a value of USD 3.9 Billion in 2025. The market is expected to reach USD 6.5 Billion by 2034, exhibiting a growth rate (CAGR) of 10.96% during the forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=62179
DOI: 10.5281/zenodo.14854294
title: Global Duchenne Muscular Dystrophy Drugs Market 2025 To 2034

description: Duchenne Muscular Dystrophy Drugs Market Size, Trends and Insights By Drug Type (Exon skipping drugs, Corticosteroids, Gene therapy, Other drug types), By Route of Administration (Oral, Injectable), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Duchenne Muscular Dystrophy Drugs Market size reached a value of USD 3.9 Billion in 2025. The market is expected to reach USD 6.5 Billion by 2034, exhibiting a growth rate (CAGR) of 10.96% during the forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=62179
DOI: 10.15468/dl.epxxpr
title: Occurrence Download

description: A dataset containing 9165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dillenia L.",
 "Year 1000-2025"
 ]
}

 The dataset includes 9165 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024518-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvupzu
title: Occurrence Download

description: A dataset containing 18101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Costus L.",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18101 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024517-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e232122
title: Replication Package for "Climate and Migration in the United States"

description: Replication code and data for "Climate and Migration in the United States". <br>Paper abstract: We study whether households engage in climate-related migration in the United States, a country where most of the population does not regularly experience natural disasters or work in climate-exposed industries. With comprehensive, long-run data from both the Census and from tax filings, we document that warm temperatures induce net out-migration, while cooler temperatures do not. By comparing estimates from models using different lengths of temporal variation, we further show that migration is a medium-run response to high temperatures: decadal and longer shifts in weather have larger annualized impacts than year-over-year changes. Finally, comparisons across county types suggest amenity value is an important mechanism behind climate-related migration in the United States.<br><br>
DOI: 10.3886/e232122v3
title: Replication Package for "Climate and Migration in the United States"

description: Replication code and data for "Climate and Migration in the United States". <br>Paper abstract: We study whether households engage in climate-related migration in the United States, a country where most of the population does not regularly experience natural disasters or work in climate-exposed industries. With comprehensive, long-run data from both the Census and from tax filings, we document that warm temperatures induce net out-migration, while cooler temperatures do not. By comparing estimates from models using different lengths of temporal variation, we further show that migration is a medium-run response to high temperatures: decadal and longer shifts in weather have larger annualized impacts than year-over-year changes. Finally, comparisons across county types suggest amenity value is an important mechanism behind climate-related migration in the United States.<br><br>
DOI: 10.5281/zenodo.17237164
title: SaaS Pricing Evaluation Corpus for Temporal Representation & Analysis (SPECTRA)

description: SaaS Pricing Evaluation Corpus for Temporal Representation & Analysis (SPECTRA)

The aim of this repository is to centralize the dataset including the iPricings modeled by the authors to write the paper: "Racing the Market: An Industry Support Analysis for Pricing-Driven DevOps in SaaS" for ICSOC 2024.

In this version, the authors from the paper "A-MINT: An LLM Pipeline for Automated Modeling of iPricings from SaaS Pricing Pages" from ICSOC 2025 have manually curated some of the iPricings from the previous version after a closer look to the original pricing pages.

Available iPricings

The SaaS of the following table are the ones that have been used in the original paper. The following symbols are used to indicate the status of the version of the iPricings from a particular SaaS for the indicated year:



✅: The SaaS is modeled for the indicated year.

✖️: There is a snapshot, but a clear feature list cannot be extracted.

 ❌: There isn't a snapshot for the SaaS in the indicated year.





SaaS
2019
2020
2021
2022
2023
2024


ClickUp
✅
✅
✅
✅
✅
✅


Microsoft 365
✅
✅
✅
✅
✅
✅


Salesforce
✅
✅
✅
✅
✅
✅


Slack
✅
✅
❌
❌
✅
✅


Buffer
✅
✅
✅
✅
✅
✅


Hypercontext
❌
❌
✅
✅
✅
✅


Notion
✖️
✖️
✅
✅
✅
✅


OpenPhone
❌
✅
✅
✅
✅
✅


Pumble
❌
❌
✅
✅
✅
✅


Tableau
✅
✅
✅
✅
✅
✅


Quip
✅
✅
✅
✅
✅
✅


Mailchimp
✅
✅
✅
✅
✅
✅


Deskera
❌
❌
✅
✅
✅
✅


UserGuiding
❌
✅
✅
✅
✅
✅


Crowdcast
❌
✅
✅
✅
✅
✅


Planable
✅
✅
✅
✅
✅
✅


Databox
✅
✅
✅
✅
✅
✅


Trustmary
❌
✅
✅
✅
✅
✅


Evernote
✅
✅
✅
✅
✅
✅


Canva
✅
✅
✅
✅
✅
✅


Clockify
✅
✅
✅
✅
✅
✅


GitHub
✅
✅
✅
✅
✅
✅


Figma
✅
✅
✅
✅
✅
✅


Jira
✅
✅
✅
✅
✅
✅


Dropbox
✖️
✖️
✅
✅
✅
✅


Overleaf
✅
✅
✅
✅
✅
✅


Postman
❌
✅
✅
✅
✅
✅


Zapier
✅
✅
❌
✅
✅
✅


Box
✅
✅
✅
✅
✅
✅


Wrike
✅
✅
✅
✅
✅
✅
DOI: 10.5281/zenodo.17237051
title: SaaS Pricing Evaluation Corpus for Temporal Representation & Analysis (SPECTRA)

description: SaaS Pricing Evaluation Corpus for Temporal Representation & Analysis (SPECTRA)

The aim of this repository is to centralize the dataset including the iPricings modeled by the authors to write the paper: "Racing the Market: An Industry Support Analysis for Pricing-Driven DevOps in SaaS" for ICSOC 2024.

In this version, the authors from the paper "Automated Analysis of Pricings in SaaS-Based Information Systems" from CAiSE 2025 have manually curated some of the iPricings from the previous version after applying automated validation.

Available iPricings

The SaaS of the following table are the ones that have been used in the original paper. The following symbols are used to indicate the status of the version of the iPricings from a particular SaaS for the indicated year:



✅: The SaaS is modeled for the indicated year.

✖️: There is a snapshot, but a clear feature list cannot be extracted.

 ❌: There isn't a snapshot for the SaaS in the indicated year.





SaaS
2019
2020
2021
2022
2023
2024


ClickUp
✅
✅
✅
✅
✅
✅


Microsoft 365
✅
✅
✅
✅
✅
✅


Salesforce
✅
✅
✅
✅
✅
✅


Slack
✅
✅
❌
❌
✅
✅


Buffer
✅
✅
✅
✅
✅
✅


Hypercontext
❌
❌
✅
✅
✅
✅


Notion
✖️
✖️
✅
✅
✅
✅


OpenPhone
❌
✅
✅
✅
✅
✅


Pumble
❌
❌
✅
✅
✅
✅


Tableau
✅
✅
✅
✅
✅
✅


Quip
✅
✅
✅
✅
✅
✅


Mailchimp
✅
✅
✅
✅
✅
✅


Deskera
❌
❌
✅
✅
✅
✅


UserGuiding
❌
✅
✅
✅
✅
✅


Crowdcast
❌
✅
✅
✅
✅
✅


Planable
✅
✅
✅
✅
✅
✅


Databox
✅
✅
✅
✅
✅
✅


Trustmary
❌
✅
✅
✅
✅
✅


Evernote
✅
✅
✅
✅
✅
✅


Canva
✅
✅
✅
✅
✅
✅


Clockify
✅
✅
✅
✅
✅
✅


GitHub
✅
✅
✅
✅
✅
✅


Figma
✅
✅
✅
✅
✅
✅


Jira
✅
✅
✅
✅
✅
✅


Dropbox
✖️
✖️
✅
✅
✅
✅


Overleaf
✅
✅
✅
✅
✅
✅


Postman
❌
✅
✅
✅
✅
✅


Zapier
✅
✅
❌
✅
✅
✅


Box
✅
✅
✅
✅
✅
✅


Wrike
✅
✅
✅
✅
✅
✅
DOI: 10.5281/zenodo.17236913
title: SaaS Pricing Evaluation Corpus for Temporal Representation & Analysis (SPECTRA)

description: SaaS Pricing Evaluation Corpus for Temporal Representation & Analysis (SPECTRA)

The aim of this repository is to centralize the dataset including the iPricings modeled by the authors to write the paper: "Racing the Market: An Industry Support Analysis for Pricing-Driven DevOps in SaaS" for ICSOC 2024.

In this version, the authors from the paper "A-MINT: An LLM Pipeline for Automated Modeling of iPricings from SaaS Pricing Pages" from ICSOC 2025 have manually curated some of the iPricings from the previous version after a closer look to the original pricing pages.

Available iPricings

The SaaS of the following table are the ones that have been used in the original paper. The following symbols are used to indicate the status of the version of the iPricings from a particular SaaS for the indicated year:



✅: The SaaS is modeled for the indicated year.

✖️: There is a snapshot, but a clear feature list cannot be extracted.

 ❌: There isn't a snapshot for the SaaS in the indicated year.





SaaS
2019
2020
2021
2022
2023
2024


ClickUp
✅
✅
✅
✅
✅
✅


Microsoft 365
✅
✅
✅
✅
✅
✅


Salesforce
✅
✅
✅
✅
✅
✅


Slack
✅
✅
❌
❌
✅
✅


Buffer
✅
✅
✅
✅
✅
✅


Hypercontext
❌
❌
✅
✅
✅
✅


Notion
✖️
✖️
✅
✅
✅
✅


OpenPhone
❌
✅
✅
✅
✅
✅


Pumble
❌
❌
✅
✅
✅
✅


Tableau
✅
✅
✅
✅
✅
✅


Quip
✅
✅
✅
✅
✅
✅


Mailchimp
✅
✅
✅
✅
✅
✅


Deskera
❌
❌
✅
✅
✅
✅


UserGuiding
❌
✅
✅
✅
✅
✅


Crowdcast
❌
✅
✅
✅
✅
✅


Planable
✅
✅
✅
✅
✅
✅


Databox
✅
✅
✅
✅
✅
✅


Trustmary
❌
✅
✅
✅
✅
✅


Evernote
✅
✅
✅
✅
✅
✅


Canva
✅
✅
✅
✅
✅
✅


Clockify
✅
✅
✅
✅
✅
✅


GitHub
✅
✅
✅
✅
✅
✅


Figma
✅
✅
✅
✅
✅
✅


Jira
✅
✅
✅
✅
✅
✅


Dropbox
✖️
✖️
✅
✅
✅
✅


Overleaf
✅
✅
✅
✅
✅
✅


Postman
❌
✅
✅
✅
✅
✅


Zapier
✅
✅
❌
✅
✅
✅


Box
✅
✅
✅
✅
✅
✅


Wrike
✅
✅
✅
✅
✅
✅
DOI: 10.5281/zenodo.17236914
title: SaaS Pricing Evaluation Corpus for Temporal Representation & Analysis (SPECTRA)

description: SaaS Pricing Evaluation Corpus for Temporal Representation & Analysis (SPECTRA)

The aim of this repository is to centralize the dataset including the iPricings modeled by the authors to write the paper: "Racing the Market: An Industry Support Analysis for Pricing-Driven DevOps in SaaS" for ICSOC 2024.

Available iPricings

The SaaS of the following table are the ones that have been used in the original paper. The following symbols are used to indicate the status of the version of the iPricings from a particular SaaS for the indicated year:



✅: The SaaS is modeled for the indicated year.

✖️: There is a snapshot, but a clear feature list cannot be extracted.

 ❌: There isn't a snapshot for the SaaS in the indicated year.





SaaS
2019
2020
2021
2022
2023
2024


ClickUp
✅
✅
✅
✅
✅
✅


Microsoft 365
✅
✅
✅
✅
✅
✅


Salesforce
✅
✅
✅
✅
✅
✅


Slack
✅
✅
❌
❌
✅
✅


Buffer
✅
✅
✅
✅
✅
✅


Hypercontext
❌
❌
✅
✅
✅
✅


Notion
✖️
✖️
✅
✅
✅
✅


OpenPhone
❌
✅
✅
✅
✅
✅


Pumble
❌
❌
✅
✅
✅
✅


Tableau
✅
✅
✅
✅
✅
✅


Quip
✅
✅
✅
✅
✅
✅


Mailchimp
✅
✅
✅
✅
✅
✅


Deskera
❌
❌
✅
✅
✅
✅


UserGuiding
❌
✅
✅
✅
✅
✅


Crowdcast
❌
✅
✅
✅
✅
✅


Planable
✅
✅
✅
✅
✅
✅


Databox
✅
✅
✅
✅
✅
✅


Trustmary
❌
✅
✅
✅
✅
✅


Evernote
✅
✅
✅
✅
✅
✅


Canva
✅
✅
✅
✅
✅
✅


Clockify
✅
✅
✅
✅
✅
✅


GitHub
✅
✅
✅
✅
✅
✅


Figma
✅
✅
✅
✅
✅
✅


Jira
✅
✅
✅
✅
✅
✅


Dropbox
✖️
✖️
✅
✅
✅
✅


Overleaf
✅
✅
✅
✅
✅
✅


Postman
❌
✅
✅
✅
✅
✅


Zapier
✅
✅
❌
✅
✅
✅


Box
✅
✅
✅
✅
✅
✅


Wrike
✅
✅
✅
✅
✅
✅