cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/examiner-c44-12888
title: Aviation crash crew, 1951

description: 14 images. Aviation crash crew, June 8, 1951. William Rheuark (Sergeant); John Mangun (Sergeant); William Henneberger (T/Sergeant); Pete Mortenson (S/Sergeant); Charles Hallman (M/Sergeant); Carl Dapp (T/Sergeant).; More descriptive information with originals.
DOI: 10.25549/examiner-c44-12821
title: Divorce forgery, 1951

description: 2 images. Divorce forgery, July 12, 1951. Mrs. Pearl C. Risch; Fred C. Risch.
DOI: 10.25549/examiner-c44-103935
title: Olympic Equestrians, 1951

description: 547 images. Olympic Equestrians, 23 March 1951. 35 mm magic eye fotos. [From Page 78 to 316, 2 frames were scanned as one; half of 8 pages are blank which were not originally counted].
DOI: 10.25549/examiner-c44-77143
title: Hollywood Park Goose Girl, 1959

description: 10 images. Hollywood Park Goose Girl, 28 April 1959. Marilyn Ness -- Goose girl; Norma Jean Jani -- 25; Jay Wymond -- 21; Margo Marie Shaffer-- 21. (Sleeve reads: SP-12622).; Caption slip reads: "Photographer: Olmo. Date: 1959-04-28. Assignment: Hollywood Park 'Goose Girl'. Semifinalists L to R: Norma Jean Jani, 25; Jay Wymond, 21; Margo Marie Shaffer, 21; Marilyn Sue Ness, 19. Winner is Marilyn Sue ness, 19. In background, L to R: Norma Jean Jani; Jay Wymond; Margo Marie Shaffer. Marilyn Sue Ness, 19, with her great big goose".
DOI: 10.25549/examiner-c44-77177
title: Suicide, 1951

description: 6 images. Suicide, 7 September 1951. Eldon Hott (victim); Detective Sergeant Al Ortiz; Victim's pet dog "Peekie"; Mrs. Eldon Hott; Sergeant H.C. Clarke.; Caption slip reads: "Photographer: Glickman. Date: 1951-09-07. Assignment: Eldon Hott, suicide vict. Det. Sgt. Al Ortiz photographs Eldon Hott. Ortiz leaves house with shotgun as Eldon Hott's dog, 'Peekie' watches. Body shot of Eldon Hott. Mrs. Eldon Hott, center, is comforted by unidentified neighbor on learning of husband's death. Ortiz with suicide note and Sgt. H.C. Clarke over body of Hott. Ortiz leans over body of Eldon Hott.
DOI: 10.15468/dl.wcdmx2
title: Occurrence Download

description: A dataset containing 3108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Bidens vulgata Greene)"
 ]
}

 The dataset includes 3108 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017057-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-33883
title: Marble Championship (Long Beach) Lincoln Park, 1952

description: 12 images. Marble Championship (Long Beach) Lincoln Park, 05 January 1952. Bobby Frett -- 10 years (Champion of 1st to 4th grade division 3rd year in a row); Larry Wilson -- 9 years; Mrs. Everett Findlay; Gerald Desmond; Kenny Nakagawa -- 12 years (Champion of Junior High School Division); Ronnie Sumner -- 10 years (Champion of 5th and 6th grades division).; Caption slip reads: "Photographer: Emery. Date: 1952-01-05. Reporter: Emery. Assignment: Annual city marble championship, Long Beach Recreation Dept. Matches at Lincoln Park. 72 & 73: Long shots of contest. 82, 83, 16, 06: Bobby Frett, 10, of 3031 Adriatic Ave., Long Beach, from Silverado Park playground, in action. Bobby won championship of 1st-to-4th grade division for third year in row. His whirlwind style brought cheers. 17 & 05: Entering final match: Bobby Frett (left) who won; Larry Wilson, 9, of 623 E. 7th St., Long Beach, runner-up. The two finalists here show their fighting, hard-shooting spirit. 43: Bobby Frett gets his champ's crown from Mrs. Everett Findlay of City Recreation commission. At right is Gerald Desmond, Master of Ceremonies at presentation. 42: Bobby Frett shakes hands with his vanquished runner-up Larry Wilson, 9, at left. 031: Grade champions, left to right: Bobby Frett, 10, champ of grades one to four; Kenny Nakagawa, 12, of Cabrillo Playground No. 2, champ of Junior High Division; Ronnie Sumner, 10, of Houghton Park, left-handed player, champ of Grades 5 and 6. 032: Closeup of Bobby Frett, the Three-time champ, wearing crown, giving champion's salute".
DOI: 10.25549/examiner-c44-34957
title: Junior auxiliary members cooking for girls' club of Assistance League party, 1951

description: 3 images. Junior auxiliary members cooking for girls' club of Assistance League party, 4 December 1951. Sharyn Jones, child, member of girls' club; Bonnie Scheley, child, member of girls' club; Mrs. Howard Daum, Junior auxiliary; Mrs. Ashley Orr, Junior auxiliary. (Sleeve reads: S9449).; Caption slip reads: "Photographer: Paegel. Date: 12-04. Assignment: Society".; Supplementary material reads: "Photo assignment for Tuesday, Dec. 4 at 3:30 p.m. Pls go to Girls Club of the Assistance League, DeLongpre and St. Andrews, get shots of Junior Auxiliary members cooking for Girls Club party. Candid, three and five cols. Contacts Wednesday. Thanks, Carter Ludlow".
DOI: 10.25549/examiner-c44-12057
title: Parents Taxpayers Association, 1951

description: 2 images. Parents Taxpayers Association, July 6, 1951. Reverend Edmund G. Krueger; Reverend A.C. Nelson; Archbishop J. Francis A. McIntyre; Mrs. R. Calvert Haws.
DOI: 10.25549/examiner-c44-12754
title: Union oil fire in San Pedro, 1951

description: 51 images. Union oil fire in San Pedro, July 12, 1951. Also night shots.; More descriptive information with originals.
DOI: 10.25549/examiner-c44-16932
title: Examiner Swimming Meet entrants, 1951

description: 11 images. Examiner Swimming Meet entrants, 20 June 1951. Jill Braverman, 6; Mike Brustin, 6; Mimi Kempner, 7; Noel Nosseck, 7; Patty Kempner, 8; Noel Owens, 10; Paul V. Nass; Polly Raymond; Kathryn Hall, 12.; Caption slip reads: "Sports. Photographer: Monteverde. Date: 06-20. Assignment: Examiner swim meet entrants. 17: Captain Paul V. Nass; Kathryn Hall, 12; Mimi Kempner, 7. Kids standing : Girls are champs from last year's meet. 89, 46, 45: Kids diving: Jill Braverman, 6; Mike Brustin, 6; Mimi Kempner, 7; Noel Nosseck, 7; Patty Kempner, 8, (Examiner champ, 1949, 6 yrs. old); Noel Owens, 10; Captain Paul V. Nass (starter). 81, 80: Kathryn Hall, 12. 21-22: L to R: Back stroke -- Noel Owens, 10; Mimi Kempner, 7; Patty Kempner, 8; Polly Raymond in back. 83, 82, 85: L to R: Kathryn Hall, 12, last year's champ; Tommy Braverman, 11; Capt. Paul V. Nass starting them".
DOI: 10.15468/dl.p8wnmw
title: Occurrence Download

description: A dataset containing 102782 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Amaranthus retroflexus L.)"
 ]
}

 The dataset includes 102782 records from 1245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017047-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8zr54
title: Occurrence Download

description: A dataset listing the 1031 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((110.37 35.63,112.57 35.63,112.57 36.95,110.37 36.95,110.37 35.63))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1031 records were derived from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295924-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zxm0c
title: Occurrence Download

description: A dataset containing 71316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Linum catharticum L.",
 "TaxonKey is Armeria filicaulis (Boiss.) Boiss.",
 "TaxonKey is Bupleurum spinosum Gouan",
 "TaxonKey is Asplenium trichomanes",
 "TaxonKey is Bassia hyssopifolia (Pall.) Kuntze",
 "TaxonKey is Pastinaca sativa subsp. sylvestris (Mill.) Rouy & Camus",
 "TaxonKey is Brimeura amethystina (L.) Chouard",
 "TaxonKey is Vincetoxicum hirundinaria Medik.",
 "TaxonKey is Jasminum fruticans L.",
 "TaxonKey is Bupleurum gibraltaricum Lam.",
 "TaxonKey is Phillyrea angustifolia L.",
 "TaxonKey is Cirsium acaule subsp. gregarium (Boiss. ex DC.) Werner",
 "TaxonKey is Onosma tricerosperma subsp. tricerosperma",
 "TaxonKey is Cachrys sicula L.",
 "TaxonKey is Jurinea pinnata (Lag.) DC.",
 "TaxonKey is Hyssopus officinalis L.",
 "TaxonKey is Leucanthemum decipiens Pomel",
 "TaxonKey is Lavandula lanata Boiss.",
 "TaxonKey is Cephalanthera damasonium (Mill.) Druce",
 "TaxonKey is Mentha pulegium L.",
 "TaxonKey is Phlomis purpurea L.",
 "TaxonKey is Prunella hyssopifolia L.",
 "TaxonKey is Santolina viscosa Lag.",
 "TaxonKey is Prunella laciniata (L.) L.",
 "TaxonKey is Chaenorhinum macropodum var. degenii (Hervier) Figuerola, Peris & Stübing"
 ]
 }
 ]
}

 The dataset includes 71316 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011614-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tp9yj8
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Herbario de la Facultad de Ciencias Biológicas de la Universidad Complutense de Madrid (MACB)",
 "RecordedBy is Pajarón"
 ]
}

 The dataset includes 203 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317054-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv9953
title: Occurrence Download

description: A dataset containing 639 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Rhinella fernandezae (Gallardo, 1957)"
 ]
}

 The dataset includes 639 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046316-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iqtaaj
title: Occurrence Download

description: A dataset containing 43298 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marine Records from Pembrokeshire Marine Species Atlas"
 ]
}

 The dataset includes 43298 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011614-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5x3m7r
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Microbial eukaryotes Metagenome"
 ]
}

 The dataset includes 199 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0311656-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.az5qcj
title: Occurrence Download

description: A dataset containing 4930 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hyla orientalis Bedriaga, 1890"
 ]
}

 The dataset includes 4930 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046334-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgdtei
title: Occurrence Download

description: A dataset containing 505943 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Setophaga pinus (Linnaeus, 1766)"
 ]
}

 The dataset includes 505943 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011614-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8hd48
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galactia albiflora Urb."
 ]
}

 The dataset includes 8 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162873-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrwyyt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypothenemus hampei Ferrari, 1867",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059484-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nz28tq
title: Occurrence Download

description: A dataset containing 7249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 7249 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046329-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz85u7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Gastrotheca helenae Dunn, 1944"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046369-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dgzar
title: Occurrence Download

description: A dataset containing 21838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Salvia phlomoides subsp. boissieri (Noë) J.L.Rosúa & Blanca",
 "TaxonKey is Senecio laderoi Pérez Morales, M.E.García & Penas",
 "TaxonKey is Sideritis pusilla subsp. carthaginensis (Font Quer) Alcaraz, T.E.Díaz, Rivas Mart. & Sánchez-Gómez, 1989",
 "TaxonKey is Colchicum triphyllum Kunze",
 "TaxonKey is Sideritis pusilla (Lange) Pau",
 "TaxonKey is Eragrostis papposa (Roem. & Schult.) Steud.",
 "TaxonKey is Stachys heraclea Webb ex Ball",
 "TaxonKey is Stachys officinalis (L.) Trevis.",
 "TaxonKey is Teucrium freynii E.Rev. ex Willk.",
 "TaxonKey is Cotoneaster integerrimus Medik.",
 "TaxonKey is Crambe hispanica subsp. glabrata (DC.) Cout.",
 "TaxonKey is Colchicum autumnale L.",
 "TaxonKey is Crataegus granatensis Boiss.",
 "TaxonKey is Fritillaria hispanica Boiss. & Reut.",
 "TaxonKey is Genista jimenezii Pau",
 "TaxonKey is Ornithogalum arabicum Redouté, 1804",
 "TaxonKey is Glinus lotoides L.",
 "TaxonKey is Goodyera repens (L.) R.Br.",
 "TaxonKey is Scilla autumnalis L.",
 "TaxonKey is Helianthemum almeriense Pau",
 "TaxonKey is Helianthemum viscarium Boiss. & Reut.",
 "TaxonKey is Cytisus fontanesii Spach ex Ball",
 "TaxonKey is Hieracium compositum Lapeyr.",
 "TaxonKey is Dactylorhiza fuchsii (Druce) Soó",
 "TaxonKey is Juncus pygmaeus Rich. ex Thuill."
 ]
 }
 ]
}

 The dataset includes 21838 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011615-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7femfx
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia howii Merr. & Chun"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053806-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rftrhj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fernandezia harlingii Ormerod"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162874-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzeaib
title: Occurrence Download

description: A dataset containing 20470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Koeleria castellana Boiss. & Reut.",
 "TaxonKey is Kundmannia sicula (L.) DC.",
 "TaxonKey is Daucus crinitus Desf.",
 "TaxonKey is Daucus carota subsp. hispanicus (Gouan) Thell.",
 "TaxonKey is Lavatera mauritanica Duch., 1846",
 "TaxonKey is Limonium rigualii M.B.Crespo & Erben",
 "TaxonKey is Delphinium staphisagria L.",
 "TaxonKey is Limonium santapolense Erben",
 "TaxonKey is Elymus curvifolius (Lange) Melderis",
 "TaxonKey is Epilobium tetragonum L.",
 "TaxonKey is Scilla obtusifolia Poir.",
 "TaxonKey is Epipactis atrorubens (Hoffm.) Besser",
 "TaxonKey is Linaria spartea (L.) Chaz.",
 "TaxonKey is Lythrum tribracteatum Spreng.",
 "TaxonKey is Malva aegyptia L.",
 "TaxonKey is Melilotus siculus (Turra) B.D.Jackson",
 "TaxonKey is Iris lutescens Lam.",
 "TaxonKey is Micromeria inodora (Desf.) Benth.",
 "TaxonKey is Thymus inodorus Friv. ex Griseb., 1844",
 "TaxonKey is Romulea ramiflora subsp. ramiflora",
 "TaxonKey is Epipactis rhodanensis Gévaudan & Robatsch",
 "TaxonKey is Epipactis cardina Benito & C.E.Hermos.",
 "TaxonKey is Minuartia dichotoma L.",
 "TaxonKey is Minuartia valentina (Pau) Mateo & Figuerola",
 "TaxonKey is Nardus stricta L."
 ]
 }
 ]
}

 The dataset includes 20470 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011616-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waafns
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Erythrura coloria Ripley & Rabor, 1961"
 ]
}

 The dataset includes 412 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000306-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17787171
title: Dataset for: Effects of clay activity on landslide-debris flow dynamics: Insights from experiments and numerical modelling

description: This dataset contains the raw geotechnical test results and field survey data supporting the findings of the research paper. The data includes results from direct shear tests, ring shear tests, pore water pressure tests, as well as debris flow movement parameters, deposition images, and the fitted data presented in the paper.
DOI: 10.5281/zenodo.17787172
title: Dataset for: Effects of clay activity on landslide-debris flow dynamics: Insights from experiments and numerical modelling

description: This dataset contains the raw geotechnical test results and field survey data supporting the findings of the research paper. The data includes results from direct shear tests, ring shear tests, pore water pressure tests, as well as debris flow movement parameters, deposition images, and the fitted data presented in the paper.
DOI: 10.5281/zenodo.15668840
title: BlEmoRe competition dataset

description: News

This repository is being updated with pre-extracted feature embeddings to reduce preprocessing overhead for participants. 

Test dataset released, see the new file test.zip. Please provide your predictions in the submission_template.json format (included in this Zenodo record). This file contains the required structure for submissions.

Please email your submission files to:

Petri Laukka – petri.laukka@psyk.uu.se

And we will get back to you shortly with your accuracy scores! 

Access Instructions

This dataset is under restricted access and only available to participants of the BlEmoRe Competition.

To gain access, please send a short email to:Petri Laukka – petri.laukka@psyk.uu.seInclude the following:





A statement that you agree to the BlEmoRe Dataset Limited Use License




Confirmation that you intend to participate in the challenge.



Dataset Description

This is the training partition of the BlEmoRe dataset, released as part of the BlEmoRe Challenge on Blended Emotion Recognition. It includes 2,456 multimodal portrayals of both basic and blended emotions, recorded under controlled studio conditions with synchronized audio and video.

A total of 47 actors and actresses participated in the recordings. Each was instructed to express:

Basic Emotions





Anger, Disgust, Fear, Happiness, Sadness — portrayed in four different intensities (int1–int4)




Neutral — portrayed in four distinct but equivalent imagined situations (sit1–sit4); these situations are not ordered or ranked, and are included primarily to increase variability in neutral portrayals



Blended Emotions





All pairwise combinations of the five basic emotions (excluding neutral)




Portrayed in three blend ratios:





50/50: equal salience




70/30: first emotion dominant




30/70: second emotion dominant





Expressions were conveyed using facial expressions, body movement, and non-linguistic vocalizations (e.g., sighs, laughs). Participants were instructed to appear naturalistic and avoid exaggerated or stereotypical portrayals.

File Format & Naming Convention

The dataset is split into five ZIP archives containing raw .mov video files. Each file follows the naming pattern:

Basic emotions



<video_id>_<emotion>_<intensity_or_situation>_<version>



Blended emotions



<video_id>_mix_<emotion_1>_<emotion_2>_<version>


 
Description:





<video_id>: unique identifier for the actor/actress




<emotion>: one of the five basic emotions




<intensity_or_situation>: int1–int4 for intensity, sit1–sit4 for neutral context




<version>: ver1, ver2, etc. (some portrayals have multiple valid takes)




mix: appears only in blended emotion filenames



Metadata

A metadata file is provided, containing:





Filename




Emotion(s) and blend ratio




Actor/actress gender




Suggested validation fold assignment — each fold contains non-overlapping actors/actresses, and the folds are generally balanced by gender.