cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/hc8-4yr-q3c
title: Chlorophytum tuberosum (Roxb.) Baker

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t6j-4mz-0td
title: Caldcluvia D. Don

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9gf-3pd-6wz
title: Ranunculus lingua L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n12-697-yd3
title: Serratula tinctoria L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qjp-4c9-bcf
title: Chaerophyllum macrospermum (Willd. ex Spreng.) Fisch. & C. A. Mey.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ck9-t5r-gm7
title: Hedera helix L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dh0-d0e-cx7
title: Campanula sibirica L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b8d-1lg-4zx
title: Guatteria pogonopus Mart.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tyj-9w7-krr
title: Pentanema spiraeifolium (L.) D. Gut. Larr., Santos-Vicente, Anderb., E. Rico & M. M. Mart. Ort.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0z0-a6s-wfz
title: Cuscuta xanthochortos Mart. ex Engelm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b6s-850-4bl
title: Guatteria pohliana Schltdl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r4y-30t-swy
title: Oreochloa disticha (Wulfen) Link

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5n4-r3q-x1q
title: Scorzoneroides autumnalis (L.) Moench

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w09-grq-r9c
title: Glechoma hirsuta Waldst. & Kit.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q31-qvy-0s8
title: Celastrus scandens L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zpg-10g-2lx
title: Ternstroemia brasiliensis Cambess.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j88-fvz-nly
title: Coriaria L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lj3-jvs-jdm
title: Dichapetalum angolense Chodat

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t29-5rm-hfw
title: Cyphia glabra E.Wimm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tfv-crj-fwn
title: Larrea Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zhs-kr6-6gx
title: Ugni molinae Turcz.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/46t-t7k-1zr
title: Plantae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b88-ntw-27a
title: Plantae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0s8-x03-e3x
title: Alyssum alyssoides (L.) L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bxs-wtd-2w1
title: Tripogandra diuretica (Mart.) Handlos

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/al8-frv-bvj
title: Plantae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xk5-gb1-a4m
title: Mollinedia umbellata (Spreng.) Tul.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9ra-bqr-qws
title: Salvia abrotanoides (Kar.) Sytsma

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b93-47z-651
title: Cyperus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rpn-5lf-f50
title: Aechmea werdermannii Harms

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4mh-jcj-qz2
title: Juncus inflexus subsp. inflexus

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/70z-10j-dyq
title: Carex demissa Hornem.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vk9-y5s-d03
title: Salvia abrotanoides (Kar.) Sytsma

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0e8-hxz-zan
title: Mollinedia umbellata (Spreng.) Tul.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5kb-q2x-84f
title: Heliophila scoparia var. aspera (Schltr.) Marais

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.veqmwx
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea carnea Jacq.",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112682-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/f1c-pww-ez2
title: Phyllanthus tukuyuanus J.F.Brunel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hg6-d41-gcd
title: Aiouea sellowiana (Nees & Mart.) R. Rohde

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/000-wf6-xkj
title: Rubus crataegifolius Bunge

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8cm-8jx-nh7
title: Campanula thyrsoides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1v3-jn9-st1
title: Habenaria Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4cz-tsl-zy8
title: Adonis vernalis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6ma-2p2-67n
title: Plantae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.3443k5
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus norvegicus",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028755-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48420/29499026
title: Stroke durations - figure 4

description: Plotted data for figure 4 of publication: "A Finite-Time Quantum Otto Engine subject to Control Noise and Enhancement Techniques"Structure:6 files: {NA lambda = 0, NA lambda = 0.1, STA lambda = 0, STA lambda = 0.1, QL lambda = 0, QL lambda = 0.1 }.Each file shares the same structure, dimensions {2450,4}.The first dimension (2450) is formed from sampled increments of total cycle duration (50) x sampled increments of stroke duration ratios (49).The second dimension (4) has elements: {total cycle time, stroke splitting, power, efficiency}.<br>
DOI: 10.48420/29499026.v1
title: Stroke durations - figure 4

description: Plotted data for figure 4 of publication: "A Finite-Time Quantum Otto Engine subject to Control Noise and Enhancement Techniques"Structure:6 files: {NA lambda = 0, NA lambda = 0.1, STA lambda = 0, STA lambda = 0.1, QL lambda = 0, QL lambda = 0.1 }.Each file shares the same structure, dimensions {2450,4}.The first dimension (2450) is formed from sampled increments of total cycle duration (50) x sampled increments of stroke duration ratios (49).The second dimension (4) has elements: {total cycle time, stroke splitting, power, efficiency}.<br>
DOI: 10.15468/dl.wf75tm
title: Occurrence Download

description: A dataset containing 1799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arctium tomentosum",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1799 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028756-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5kk2g
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta nivea"
 ]
}

 The dataset includes 219 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028757-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/64a4d49d-281d-42c0-a45c-3abb3f337ad3
title: Lake Ice Extent 2025-present (raster 500 m), global, daily - version 2

description: On a daily basis classifies pixels in global freshwater bodies into 1) Snow-covered ice, 2) Partially snow-covered or snow-free ice, 3) Open water, and 4) Cloud. The data is updated in near real-time with the spatial resolution of 500 m and with a temporal extent from July 2025 to present.

Lake ice is a good climate indicator and interesting parameter in hydrological modelling, weather prediction and, after integration over time, estimating dates for ice phenology events (ice break-up, ice-off).
DOI: 10.15468/dl.xjyp73
title: Occurrence Download

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

 The dataset includes 50 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028759-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jn4g8
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lobelia baumannii",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 96 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028760-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3393f3
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus norvegicus",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 444 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028761-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48420/29561111
title: Alternative 1st laws - figure 8

description: Plotted data for figure 8 of publication: "A Finite-Time Quantum Otto Engine subject to Control Noise and Enhancement Techniques"Structure:9 files: {NA lambda = 0, NA lambda = 0.01, NA lambda = 0.1, STA lambda = 0, STA lambda = 0.01, STA lambda = 0.1, QL lambda = 0, QL lambda = 0.01, QL lambda = 0.1 }.Each file shares the same structure, dimensions {50,20}.The first dimension (50) is contains 50 sample points of total cycle durations.The second dimension (20) has elements: {total cycle time, P_X, P_Q, P_W, Eta_K, Eta_X, Eta_Q, Eta_W, contributions}. "P_A" ("Eta_A") is the power (efficiency) of the engine when the noisy energetics are counted as "A", as given in Appendix B of the paper. "Eta_K" is an alternative definition for efficiency where the noisy energetic changes appear in the heat and work statistics. The last 12 entries comprise "contributions", which is a flattened 4x3 matrix of data containing the work, heat and noise energetic changes over the 4 strokes {01, 12, 23, 30}.contributions = {w01, q01, X01, w12, q12, X12, w23, q23, X23, w30, q30, X30};
DOI: 10.48420/29561111.v1
title: Alternative 1st laws - figure 8

description: Plotted data for figure 8 of publication: "A Finite-Time Quantum Otto Engine subject to Control Noise and Enhancement Techniques"Structure:9 files: {NA lambda = 0, NA lambda = 0.01, NA lambda = 0.1, STA lambda = 0, STA lambda = 0.01, STA lambda = 0.1, QL lambda = 0, QL lambda = 0.01, QL lambda = 0.1 }.Each file shares the same structure, dimensions {50,20}.The first dimension (50) is contains 50 sample points of total cycle durations.The second dimension (20) has elements: {total cycle time, P_X, P_Q, P_W, Eta_K, Eta_X, Eta_Q, Eta_W, contributions}. "P_A" ("Eta_A") is the power (efficiency) of the engine when the noisy energetics are counted as "A", as given in Appendix B of the paper. "Eta_K" is an alternative definition for efficiency where the noisy energetic changes appear in the heat and work statistics. The last 12 entries comprise "contributions", which is a flattened 4x3 matrix of data containing the work, heat and noise energetic changes over the 4 strokes {01, 12, 23, 30}.contributions = {w01, q01, X01, w12, q12, X12, w23, q23, X23, w30, q30, X30};
DOI: 10.15468/dl.v8tpjj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Melierax canorus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028762-250717081556266/datasets/export for details.
DOI: 10.15468/dl.rg4fq8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Melierax canorus)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028763-250717081556266/datasets/export for details.
DOI: 10.15468/dl.khkja8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Melierax canorus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028764-250717081556266/datasets/export for details.
DOI: 10.15468/dl.a2s87h
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus tenuiflorus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028765-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sbd4dnp8wh
title: Hair cell population integrity necessary to preserve vestibular function

description: Dataset for "Hair cell population integrity necessary to preserve vestibular function"
DOI: 10.17632/sbd4dnp8wh.1
title: Hair cell population integrity necessary to preserve vestibular function

description: Dataset for "Hair cell population integrity necessary to preserve vestibular function"
DOI: 10.6084/m9.figshare.29611352
title: <b>Metabolic priming alters the morphology and metabolism of Human Dermal Fibroblasts</b>

description: This study explores how changes in glucose availability in the culture medium affect the metabolism and morphology of Normal Human Dermal Fibroblasts (NHDFs). By shifting cells from high-glucose to low-glucose or glucose-free, galactose-containing media, we investigated metabolic and structural adaptations. Using NMR spectroscopy, we confirmed glucose absence and observed increased oxidative metabolism, elevated protein content, and mitochondrial remodeling in glucose-free conditions. The antioxidant NAC mitigated these effects, suggesting a role for redox signaling. Findings emphasize the impact of metabolic environment on cell function and the need for careful normalization in metabolic assays.
DOI: 10.6084/m9.figshare.29611352.v1
title: <b>Metabolic priming alters the morphology and metabolism of Human Dermal Fibroblasts</b>

description: This study explores how changes in glucose availability in the culture medium affect the metabolism and morphology of Normal Human Dermal Fibroblasts (NHDFs). By shifting cells from high-glucose to low-glucose or glucose-free, galactose-containing media, we investigated metabolic and structural adaptations. Using NMR spectroscopy, we confirmed glucose absence and observed increased oxidative metabolism, elevated protein content, and mitochondrial remodeling in glucose-free conditions. The antioxidant NAC mitigated these effects, suggesting a role for redox signaling. Findings emphasize the impact of metabolic environment on cell function and the need for careful normalization in metabolic assays.
DOI: 10.15468/dl.dtdf85
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus tenuiflorus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028766-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nshbb7
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus tenuiflorus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 553 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028767-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fdxst56tcj
title: InGesture Dataset

description: The InGesture dataset provides high-resolution (200 Hz) inertial sensor data for hand gesture recognition, focusing on the challenge of distinguishing fluid intake from seven other kinematically similar gestures. Data were collected from 50 participants (34 male, 16 female, aged 18-67) across 65 recording sessions.

An inertial sensor (WT901BLECL5 IMU) was placed on each participant's dominant wrist, and gestures were annotated in real-time with a synchronized mobile app to ensure high temporal accuracy. The full dataset contains de labeled gesture instances.

To facilitate use, the data is provided in two complementary formats:
1. Continuous Recordings:
CSV files containing the full recording of each session (~10 minutes), ideal for segmentation and sequence modeling tasks.
Columns: timestamp, accX/Y/Z (accelerometer), asX/Y/Z (gyroscope), and label (gesture code).

2. Segmented Gestures:
Individual CSV files, where each file represents a single, pre-segmented gesture instance, ready for use in classification models.
Columns: timestamp, x/y/z (accelerometer), gx/gy/gz (gyroscope). The filename indicates the gesture (e.g., fluid_intake_1_800.csv).

Gesture Classes (Labels):
0: Free Condition / Other 
1: Fluid Intake 
2: Answering Phone 
3: Scratching Head 
4: Passing Hand over Face 
5: Adjusting Glasses 
6: Holding Chin 
7: Stretching with Hands behind Neck 

Additional Resources:
To accelerate analysis, the repository includes:
two Jupyter Notebook with Python code for loading, processing, and visualizing the data and classify examples.
A detailed metadata file with participant demographics (age, sex, height, weight) and session details (e.g., container type used), allowing for robust, stratified analysis.