cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17236491
title: Dataset for "From Prediction to Explanation: Temporal SHAP for Perceived Difficulty in Online Learning"

description: # Difficulty–Danmaku Dataset

## DescriptionThis dataset combines **teacher segment-level ratings** with **student bullet-screen comments (danmaku)** collected from Bilibili online courses, enabling research on instructional quality, cognitive dynamics, and perceived difficulty. Eight courses across multiple domains are included:  `finance`, `freud_paragraphs`, `if_else_paragraphs`, `jane_eyre_paragraphs`, `literature`, `math`, `mayuan1`, and `physics`.

- **Teacher ratings (CSV):** Each course segment is independently rated by four teachers. Files follow the naming pattern `<course>.csv`, `<course>2.csv`, `<course>3.csv`, `<course>4.csv`.  - **Danmaku annotations (XLSX):** Bullet-screen comments are annotated with interaction type, emotion target, fine-grained emotion, cognitive level, and perceived difficulty.  - **Derived outputs:** Running the accompanying code produces SHAP-based time-series explanations (`shap_timeseries*.csv`) that quantify the temporal contribution of instructional features.  - **Reliability summaries:** Files such as `kappa_overall_summary.xlsx` report inter-rater agreement.

## File structure- **CSV (teacher ratings):** Segment boundaries, transcript snippets, and 10 instructional feature ratings (e.g., explaining skill, interaction skill, feedback timeliness, clarity, difficulty).  - **XLSX (danmaku annotations):** Timestamped comments annotated along interaction, emotion, cognition, and difficulty dimensions.  - **Generated SHAP files:** Feature-level attributions for model interpretability.

## Use casesThis dataset supports:- Analysis of **instructional features and student perception** in online learning.  - Research on **temporal dynamics** of cognition, emotion, and perceived difficulty.  - Benchmarking of **multi-task learning and explainable AI** methods in educational contexts.

## Ethics & ComplianceAll data have been de-identified and anonymized. Bullet-screen comments contain no personal identifiers. Data use complies with Bilibili’s non-commercial academic use policy.  This dataset is provided strictly for **academic, non-commercial research**.

## LicenseDataset released under **CC BY 4.0**. Please cite if used.

## CitationPlease cite as:  *Authors*. **Difficulty–Danmaku Dataset** (Version 1.0). Zenodo. DOI: [to be added after upload]
DOI: 10.5281/zenodo.17236492
title: Dataset for "From Prediction to Explanation: Temporal SHAP for Perceived Difficulty in Online Learning"

description: # Difficulty–Danmaku Dataset

## DescriptionThis dataset combines **teacher segment-level ratings** with **student bullet-screen comments (danmaku)** collected from Bilibili online courses, enabling research on instructional quality, cognitive dynamics, and perceived difficulty. Eight courses across multiple domains are included:  `finance`, `freud_paragraphs`, `if_else_paragraphs`, `jane_eyre_paragraphs`, `literature`, `math`, `mayuan1`, and `physics`.

- **Teacher ratings (CSV):** Each course segment is independently rated by four teachers. Files follow the naming pattern `<course>.csv`, `<course>2.csv`, `<course>3.csv`, `<course>4.csv`.  - **Danmaku annotations (XLSX):** Bullet-screen comments are annotated with interaction type, emotion target, fine-grained emotion, cognitive level, and perceived difficulty.  - **Derived outputs:** Running the accompanying code produces SHAP-based time-series explanations (`shap_timeseries*.csv`) that quantify the temporal contribution of instructional features.  - **Reliability summaries:** Files such as `kappa_overall_summary.xlsx` report inter-rater agreement.

## File structure- **CSV (teacher ratings):** Segment boundaries, transcript snippets, and 10 instructional feature ratings (e.g., explaining skill, interaction skill, feedback timeliness, clarity, difficulty).  - **XLSX (danmaku annotations):** Timestamped comments annotated along interaction, emotion, cognition, and difficulty dimensions.  - **Generated SHAP files:** Feature-level attributions for model interpretability.

## Use casesThis dataset supports:- Analysis of **instructional features and student perception** in online learning.  - Research on **temporal dynamics** of cognition, emotion, and perceived difficulty.  - Benchmarking of **multi-task learning and explainable AI** methods in educational contexts.

## Ethics & ComplianceAll data have been de-identified and anonymized. Bullet-screen comments contain no personal identifiers. Data use complies with Bilibili’s non-commercial academic use policy.  This dataset is provided strictly for **academic, non-commercial research**.

## LicenseDataset released under **CC BY 4.0**. Please cite if used.

## CitationPlease cite as:  *Authors*. **Difficulty–Danmaku Dataset** (Version 1.0). Zenodo. DOI: [to be added after upload]
DOI: 10.15468/dl.gfy6vg
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emilia citrina",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 201 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033984-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/pz4h3b
title: Ribbon seal (Histriophoca fasciata) location data from a satellite telemetry tag (ptt id 64715) deployed in the Bering Sea from 2006-05-03 to 2006-05-27, deployment id 57a0e32401fbb03c1272b2b3

description: This is the OBIS extraction of Ribbon seal (Histriophoca fasciata) location data from a satellite telemetry tag (ptt id 64715) deployed in the Bering Sea from 2006-05-03 to 2006-05-27, deployment id 57a0e32401fbb03c1272b2b3 from the U.S. Animal Telemetry Network (ATN). This extraction is a subset of detections intended to be useful for the OBIS network. The source dataset, containing the full set of detections, is available at NCEI: https://www.ncei.noaa.gov/archive/accession/0305290. The entire collection of satellite telemetry location and profile data collected from satellite-linked tags deployed on marine animals and contributed by organizations that are part of the U.S. Animal Telemetry Network (ATN) can be found at: https://doi.org/10.25921/wp4e-ph20
DOI: 10.15468/2w8d4j
title: Spotted seal (Phoca largha) location data from a satellite telemetry tag (ptt id 64717) deployed in the Bering Sea from 2006-05-03 to 2006-05-16, deployment id 57a0e36a01fbb03c1272b2b4

description: This is the OBIS extraction of Spotted seal (Phoca largha) location data from a satellite telemetry tag (ptt id 64717) deployed in the Bering Sea from 2006-05-03 to 2006-05-16, deployment id 57a0e36a01fbb03c1272b2b4 from the U.S. Animal Telemetry Network (ATN). This extraction is a subset of detections intended to be useful for the OBIS network. The source dataset, containing the full set of detections, is available at NCEI: https://www.ncei.noaa.gov/archive/accession/0305291. The entire collection of satellite telemetry location and profile data collected from satellite-linked tags deployed on marine animals and contributed by organizations that are part of the U.S. Animal Telemetry Network (ATN) can be found at: https://doi.org/10.25921/wp4e-ph20
DOI: 10.15468/dl.d3td66
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Attalea speciosa)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 205 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033986-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bb6xte
title: Occurrence Download

description: A dataset containing 1091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mimoides ilus",
 "Year 1965-2015"
 ]
}

 The dataset includes 1091 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033985-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/72rkqu
title: Ribbon seal (Histriophoca fasciata) location data from a satellite telemetry tag (ptt id 64899) deployed in the Bering Sea from 2009-06-04 to 2009-06-12, deployment id 52d8556fa86a2315ac16875d

description: This is the OBIS extraction of Ribbon seal (Histriophoca fasciata) location data from a satellite telemetry tag (ptt id 64899) deployed in the Bering Sea from 2009-06-04 to 2009-06-12, deployment id 52d8556fa86a2315ac16875d from the U.S. Animal Telemetry Network (ATN). This extraction is a subset of detections intended to be useful for the OBIS network. The source dataset, containing the full set of detections, is available at NCEI: https://www.ncei.noaa.gov/archive/accession/0305292. The entire collection of satellite telemetry location and profile data collected from satellite-linked tags deployed on marine animals and contributed by organizations that are part of the U.S. Animal Telemetry Network (ATN) can be found at: https://doi.org/10.25921/wp4e-ph20
DOI: 10.15468/dl.wanv55
title: Occurrence Download

description: A dataset containing 2817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (December, January, November, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Asthenes anthoides",
 "Year 1970-2025"
 ]
}

 The dataset includes 2817 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033987-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/uuxtqc
title: Ribbon seal (Histriophoca fasciata) location data from a satellite telemetry tag (ptt id 65922) deployed in the Bering Sea from 2006-05-06 to 2006-05-08, deployment id 5e62c9f02c72b0449f4ae78e

description: This is the OBIS extraction of Ribbon seal (Histriophoca fasciata) location data from a satellite telemetry tag (ptt id 65922) deployed in the Bering Sea from 2006-05-06 to 2006-05-08, deployment id 5e62c9f02c72b0449f4ae78e from the U.S. Animal Telemetry Network (ATN). This extraction is a subset of detections intended to be useful for the OBIS network. The source dataset, containing the full set of detections, is available at NCEI: https://www.ncei.noaa.gov/archive/accession/0305293. The entire collection of satellite telemetry location and profile data collected from satellite-linked tags deployed on marine animals and contributed by organizations that are part of the U.S. Animal Telemetry Network (ATN) can be found at: https://doi.org/10.25921/wp4e-ph20
DOI: 10.15468/dl.6smwmk
title: Occurrence Download

description: A dataset containing 7841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocuta crocuta"
 ]
}

 The dataset includes 7841 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033988-250920141307145/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.30230539
title: Triangulación de resultados de cuatro grupos de discusión con docentes, sobre el perfil de competencias del profesorado universitario

description: This document contains the figures and its analysis that illustrate the results about each category mentioned in the article named "The Competency Profile of University Teachers from the Teacher's Perspective: The Case of Universidad Nacional Autónoma de Honduras".
DOI: 10.6084/m9.figshare.30230539.v2
title: Triangulación de resultados de cuatro grupos de discusión con docentes, sobre el perfil de competencias del profesorado universitario

description: This document contains the figures and its analysis that illustrate the results about each category mentioned in the article named "The Competency Profile of University Teachers from the Teacher's Perspective: The Case of Universidad Nacional Autónoma de Honduras".
DOI: 10.6084/m9.figshare.30230539.v1
title: Anexos para el artículo sobre perfil de competencias del profesorado universitario desde la perspectiva de los docentes

description: This document contains the figures and its analysis that illustrate the results about each category mentioned in the article named "The Competency Profile of University Teachers from the Teacher's Perspective: The Case of Universidad Nacional Autónoma de Honduras".
DOI: 10.15468/zrrwm8
title: Ribbon seal (Histriophoca fasciata) location data from a satellite telemetry tag (ptt id 65924) deployed in the Bering Sea from 2006-05-02 to 2006-06-18, deployment id 579e26f3d76c5c6184585a21

description: This is the OBIS extraction of Ribbon seal (Histriophoca fasciata) location data from a satellite telemetry tag (ptt id 65924) deployed in the Bering Sea from 2006-05-02 to 2006-06-18, deployment id 579e26f3d76c5c6184585a21 from the U.S. Animal Telemetry Network (ATN). This extraction is a subset of detections intended to be useful for the OBIS network. The source dataset, containing the full set of detections, is available at NCEI: https://www.ncei.noaa.gov/archive/accession/0305294. The entire collection of satellite telemetry location and profile data collected from satellite-linked tags deployed on marine animals and contributed by organizations that are part of the U.S. Animal Telemetry Network (ATN) can be found at: https://doi.org/10.25921/wp4e-ph20
DOI: 10.15468/dl.7qhs6y
title: Occurrence Download

description: A dataset containing 49366 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasypus novemcinctus"
 ]
}

 The dataset includes 49366 records from 628 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033910-250920141307145/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.28783421
title: CELL SIZE UPDATED APR 2025.xlsx

description: Pulmonary Endothelial Cell HPAEC phenotypic data following overexpression of CARMIL1 by lentiviral delivery
DOI: 10.5281/zenodo.15203397
title: KURASHCHILARNING KOMPLEKS TAYYORGARLIGINI AMALGA OSHIRISHDA RAQAMLI TEXNOLOGIYALARDAN FOYDALANISH METODIKASI.
DOI: 10.5281/zenodo.15203398
title: KURASHCHILARNING KOMPLEKS TAYYORGARLIGINI AMALGA OSHIRISHDA RAQAMLI TEXNOLOGIYALARDAN FOYDALANISH METODIKASI.
DOI: 10.15468/dl.bh85qa
title: Occurrence Download

description: A dataset containing 71694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vigna vexillata var. vexillata, Zornia guanipensis Pittier, Corylus avellana var. avellana, Quercus ithaburensis subsp. macrolepis (Kotschy) Hedge & Yalt., Quercus robur subsp. robur, Quercus robur subsp. pedunculiflora (K.Koch) Menitsky, Quercus ungeri Kotschy, Quercus orocantabrica Rivas Mart., Penas, T.E.Díaz & Llamas, Quercus robur subsp. brutia (Ten.) O.Schwarz, Carissa carandas L., Vincetoxicum indicum var. indicum, Asclepias ×kansana Vail, Asclepias barjoniifolia E.Fourn., Ceropegia woodii Schltr., Kopsia arborea Blume, Plumeria pudica Jacq., Centaurium pulchellum subsp. pulchellum, Pyrostria bibracteata (Baker) Cavaco, Peponidium cystiporon (Cavaco) Razafim., Lantz & B.Bremer, Pyrostria major (A.Rich. ex DC.) Kainul. & Razafim., Keetia zanzibarica (Klotzsch) Bridson, Chassalia capitata DC., Chassalia boryana DC., Coffea liberica var. dewevrei (De Wild. & T.Durand) Lebrun, Cremaspora triflora (Thonn.) K.Schum., Cremaspora triflora subsp. confluens (K.Schum.) Verdc., Crucianella patula L., Galium mollugo subsp. mollugo, Genipa americana L., Oldenlandia lancifolia var. lancifolia, Pentodon pentandrus var. pentandrus, Ixora alba L., Ixora hookeri (Oudem.) Bremek., Ixora thwaitesii Hook.f., Ixora undulata Roxb. ex Sm., Kohautia subverticillata (K.Schum.) Mantell, Kohautia subverticillata subsp. subverticillata, Mericarpaea ciliata (Banks & Sol.) Eig, Morinda coreia Buch.-Ham., Ixora borboniae Mouly & B.Bremer, Oldenlandia sieberi Baker, Pentas lanceolata subsp. quartiniana (A.Rich.) Verdc., Polysphaeria parvifolia Hiern, Rondeletia odorata Jacq., Rondeletia odorata subsp. odorata, Erodium boissieri Coss., Erodium rupicola Boiss., Erodium sebaceum Delile, Erodium stellatum Delile, Geranium ibericum var. ibericum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 71694 records from 853 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019675-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrzg9q
title: Occurrence Download

description: A dataset containing 610 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arnoglossus thori Kyle, 1913"
 ]
}

 The dataset includes 610 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049519-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11105305
title: Dinamika Politik Israel-Palestina Dalam Konteks Hubungan Amerika Serikat
DOI: 10.5281/zenodo.11105306
title: Dinamika Politik Israel-Palestina Dalam Konteks Hubungan Amerika Serikat
DOI: 10.15468/dl.e694vj
title: Occurrence Download

description: A dataset containing 2195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-134.76955 22.29848,-61.23045 22.29848,-61.23045 51.70152,-134.76955 51.70152,-134.76955 22.29848))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus fraternus (Smith, 1854)",
 "Year 1000-2023"
 ]
}

 The dataset includes 2195 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049520-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pisec
title: Occurrence Download

description: A dataset containing 61827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Argyranthemum adauctum subsp. palmensis A.Santos",
 "TaxonKey is Argyranthemum lidii Humphries",
 "TaxonKey is Argyranthemum sundingii L.Borgen",
 "TaxonKey is Argyranthemum winteri (Svent.) Humphries",
 "TaxonKey is Armeria bigerrensis subsp. losae (Bernis) Rivas Mart., T.E.Díaz, Fern.Prieto, Loidi & Penas",
 "TaxonKey is Armeria bigerrensis subsp. legionensis (Bernis) Rivas Mart. et al.",
 "TaxonKey is Armeria colorata Pau",
 "TaxonKey is Armeria filicaulis subsp. trevenqueana Nieto Fel.",
 "TaxonKey is Armeria humilis subsp. humilis",
 "TaxonKey is Armeria humilis subsp. odorata (Samp.) P.Silva",
 "TaxonKey is Armeria merinoi (Bernis) Nieto Fel. & Silva Pando",
 "TaxonKey is Armeria rivasmartinezii S. Sardinero & G. Nieto Feliner",
 "TaxonKey is Armeria rothmaleri G. Nieto Feliner",
 "TaxonKey is Armeria villosa subsp. villosa",
 "TaxonKey is Armeria villosa subsp. carratracensis (Bernis) Nieto Fel.",
 "TaxonKey is Artemisia armeniaca Willd. ex Ledeb.",
 "TaxonKey is Artemisia L.",
 "TaxonKey is Arum italicum subsp. canariense (Webb & Berthel.) P.C.Boyce",
 "TaxonKey is Asparagus fallax Svent.",
 "TaxonKey is Asparagus",
 "TaxonKey is Asparagus nesiotes subsp. purpuriensis Marrero Rodr. & A.Ramos",
 "TaxonKey is Asphodelus roseus Humbert & Maire",
 "TaxonKey is Asplenium filare subsp. canariense (Willd.) Ormonde",
 "TaxonKey is Asplenium majoricum Litard.",
 "TaxonKey is Asplenium monanthes L."
 ]
 }
 ]
}

 The dataset includes 61827 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003468-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ez2hyu
title: Occurrence Download

description: A dataset containing 960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aulopus filamentosus (Bloch, 1792)"
 ]
}

 The dataset includes 960 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049538-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95vk99
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Widjajachloa K.M.Wong & S.Dransf."
 ]
}

 The dataset includes 183 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049558-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aefepz
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Microzooplankton (larger protists and small copepods) abundance measured on concentrated water bottle samples at station PS65/543-5"
 ]
}

 The dataset includes 60 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003468-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68sg83
title: Occurrence Download

description: A dataset containing 485177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salix caprea L.)",
 "HasCoordinate is true",
 "Geometry POLYGON ((25.280527 74.385866, 34 74.516506, 34 35.773364, 32.861584 35.588421, 26.375071 34.609982, 22.816449 34.504241, 13.627633 36.690862, 10.001544 38.719154, -0.356862 36.404548, -9.323257 35.627079, -12.292937 57.408982, 25.280527 74.385866))"
 ]
}

 The dataset includes 485177 records from 1700 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049527-231002084531237/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.24070320
title: Additional file 13 of Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens

description: Additional file 13: Table S3. Detailed information on the SNPs associated with the SCFAs.
DOI: 10.6084/m9.figshare.24070323
title: Additional file 14 of Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens

description: Additional file 14: Table S4. Two-part model association on RFI, FCR and Propionate.
DOI: 10.6084/m9.figshare.24070323.v1
title: Additional file 14 of Combined effect of microbially derived cecal SCFA and host genetics on feed efficiency in broiler chickens

description: Additional file 14: Table S4. Two-part model association on RFI, FCR and Propionate.
DOI: 10.6084/m9.figshare.24077040
title: Additional file 2 of Suppressive stroma-immune prognostic signature impedes immunotherapy in ovarian cancer and can be reversed by PDGFRB inhibitors

description: Additional file 2: Table S1. Dataset information.
DOI: 10.6084/m9.figshare.24077040.v1
title: Additional file 2 of Suppressive stroma-immune prognostic signature impedes immunotherapy in ovarian cancer and can be reversed by PDGFRB inhibitors

description: Additional file 2: Table S1. Dataset information.