cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.756brm
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis crystallina (Torr. & A.Gray) A.Gray"
 ]
}

 The dataset includes 515 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190993-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzsjaw
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Atractus major Boulenger, 1894"
 ]
}

 The dataset includes 137 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083999-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112028999
title: Cuneiform Tablet 1913.14.1515, Spurlock 1913.14.1515

description: [Text Description:] Document concerning one hundred five kur of barley ❧ [Text or Publication Number Note:] Spurlock 1913.14.1515; CDLI P421367 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 4.9 x 3.5 x 1.9 cm (31 g)
DOI: 10.25549/inscriptifact-ouc112029048
title: Cuneiform Tablet 1913.14.1515, Spurlock 1913.14.1515

description: [Text Description:] Document concerning one hundred five kur of barley ❧ [Text or Publication Number Note:] Spurlock 1913.14.1515; CDLI P421367 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 4.9 x 3.5 x 1.9 cm (31 g)
DOI: 10.15468/dl.p5qypv
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thelypodium milleflorum A.Nelson"
 ]
}

 The dataset includes 401 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153049-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4xekv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Geometry POLYGON((-65.83008 -60.19616,-16.34766 -60.67318,-15.11719 -42.81152,-13.71094 -12.89749,-31.28906 10.83331,-43.24219 24.84657,-38.32031 36.87962,-25.83984 65.58572,-36.38672 67.54217,-47.63672 67.54217,-68.68652 67.25506,-69.16992 65.54937,-77.21191 64.68032,-78.00293 63.33241,-77.3877 62.20651,-72.68555 59.04055,-70.13672 53.85253,-76.24512 48.95137,-78.83789 41.83683,-82.44141 37.30028,-95.80078 33.57801,-101.77734 27.21556,-98.10791 18.16673,-94.81201 17.28771,-90.06592 14.96601,-87.60498 15.00846,-85.18799 13.94473,-84.35303 10.2933,-82.33154 8.68964,-81.10107 8.47237,-80.52979 8.6462,-79.29932 9.25394,-78.46436 8.9936,-77.03613 7.4932,-69.60937 2.1089,-50.97656 -14.26438,-68.99414 -40.5138,-72.1582 -51.01375,-68.4668 -54.41893,-65.83008 -60.19616))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rynkatorpa felderi Pawson & Vance, 2005"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197527-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112029049
title: Cuneiform Tablet 1913.14.1515, Spurlock 1913.14.1515

description: [Text Description:] Document concerning one hundred five kur of barley ❧ [Text or Publication Number Note:] Spurlock 1913.14.1515; CDLI P421367 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 4.9 x 3.5 x 1.9 cm (31 g)
DOI: 10.15468/dl.ec4ukw
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Colubraria obscura (Reeve, 1844)"
 ]
}

 The dataset includes 86 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215784-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxat6h
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mangroves of Vanuatu"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010594-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031243
title: Cuneiform Tablet 1913.14.1528, Spurlock 1913.14.1528

description: [Text Description:] Delivery of silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1528; CDLI P421380 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Light Brown (5YR 6/6) -orangish discoloration Medium Gray (N 5.5/ 24.6% R) -dark discoloration ❧ [Physical Object Note:] 5.2 x 3.8 x 1.9 cm (40 g)
DOI: 10.15468/dl.y6byvd
title: Occurrence Download

description: A dataset containing 3601 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazona xantholora (G.R.Gray, 1859)"
 ]
}

 The dataset includes 3601 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084053-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nueycf
title: Occurrence Download

description: A dataset listing the 3683 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Belize",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 3683 records were derived from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074463-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112032794
title: Cuneiform Tablet 1913.14.1672, Spurlock 1913.14.1672

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1672; CDLI P421523 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 5.9 x 3.9 x 1.9 cm (47 g)
DOI: 10.15468/dl.rwua3d
title: Occurrence Download

description: A dataset containing 1010 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora vascular de las llanuras aluviales del bajo río Nechí (Antioquia, Colombia)"
 ]
}

 The dataset includes 1010 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036055-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m9p3u
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perenethis L.Koch, 1878"
 ]
}

 The dataset includes 95 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057602-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjab5r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Musa rubinea Häkkinen & C.H.Teo",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074501-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3wcpd
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liliopsida",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Geometry POLYGON ((-58.46973 -34.53973, -58.46306 -34.54778, -58.43167 -34.57056, -58.42695 -34.57362, -58.42028 -34.57556, -58.40389 -34.57695, -58.39612 -34.57667, -58.37500 -34.58139, -58.36945 -34.58389, -58.36584 -34.58750, -58.36299 -34.59355, -58.35917 -34.60195, -58.34634 -34.63362, -58.35752 -34.64414, -58.36409 -34.64738, -58.37409 -34.65146, -58.46552 -34.68792, -58.53314 -34.65475, -58.53314 -34.60939, -58.50006 -34.55050, -58.46973 -34.53973))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 133 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084020-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031199
title: Cuneiform Tablet 1913.14.1529, Spurlock 1913.14.1529

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1529; CDLI P421381 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -light body color Light Brown (5YR 5/6) -orangish discoloration Medium Gray (N 5.25/ 22.1% R) -dark discoloration ❧ [Physical Object Note:] 4.1 x 3.3 x 1.7 cm (26 g)
DOI: 10.15468/dl.sj9j6e
title: Occurrence Download

description: A dataset containing 2197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca elegans Boiss."
 ]
}

 The dataset includes 2197 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215787-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031319
title: Cuneiform Tablet 1913.14.1529, Spurlock 1913.14.1529

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1529; CDLI P421381 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -light body color Light Brown (5YR 5/6) -orangish discoloration Medium Gray (N 5.25/ 22.1% R) -dark discoloration ❧ [Physical Object Note:] 4.1 x 3.3 x 1.7 cm (26 g)
DOI: 10.15468/dl.5t7f5p
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Veronica didyma Ten."
 ]
}

 The dataset includes 296 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057603-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frfq45
title: Occurrence Download

description: A dataset containing 128985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 "Geometry POLYGON((-70.64680372679953 17.820955327609205,-68.7823620185928 17.820955327609205,-68.7823620185928 19.685397035815917,-70.64680372679953 19.685397035815917,-70.64680372679953 17.820955327609205))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 128985 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084005-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uw7jr5
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliophila pectinata Burch. ex DC."
 ]
}

 The dataset includes 76 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153169-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031320
title: Cuneiform Tablet 1913.14.1529, Spurlock 1913.14.1529

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1529; CDLI P421381 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -light body color Light Brown (5YR 5/6) -orangish discoloration Medium Gray (N 5.25/ 22.1% R) -dark discoloration ❧ [Physical Object Note:] 4.1 x 3.3 x 1.7 cm (26 g)
DOI: 10.15468/dl.mrem4a
title: Occurrence Download

description: A dataset containing 1141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Forsskaolea tenacissima L."
 ]
}

 The dataset includes 1141 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218688-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hgjwy
title: Occurrence Download

description: A dataset containing 997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Homalodisca vitripennis (Germar, 1821)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 997 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084015-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5cjkh
title: Occurrence Download

description: A dataset containing 13131873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 13131873 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010596-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031803
title: Cuneiform Tablet 1913.14.1532, Spurlock 1913.14.1532

description: [Text Description:] Document regarding a free citizenship ❧ [Text or Publication Number Note:] Spurlock 1913.14.1532; CDLI P421384 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8/2) -body Dark Gray (N 2.75/ 5.5% R) -discolorations ❧ [Physical Object Note:] 5.9 x 4.4 x 2 cm (54 g)
DOI: 10.15468/dl.fsvjth
title: Occurrence Download

description: A dataset containing 278452 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coturnix coturnix (Linnaeus, 1758)"
 ]
}

 The dataset includes 278452 records from 536 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190990-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4ubga
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pontellina platychela Fleminger & Hulsemann, 1974"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130775-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.incpap
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010154-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.slgurn
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015366-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjbzgc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancylis laciniana (Zeller, 1875)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Switzerland",
 "Country is Switzerland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0400598-210914110416597/datasets/export for details.
DOI: 10.15468/dl.byvcjw
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015444-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stw4ch
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010093-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv2146
title: Occurrence Download

description: A dataset containing 757178500 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Animalia"
 ]
}

 The dataset includes 757178500 records from 14576 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001796-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10466851
title: Data and Code: Cortical representational geometry of diverse tasks reveals subject-specific and subject-invariant cognitive structures

description: Note

Here we provide preprocessed data and analysis code used in "Cortical representational geometry of diverse tasks reveals subject-specific and subject-invariant cognitive structures".

fMRI data were normalized into the standard space (MNI152NLin6Asym) and resampled to the surface template (fsaverage5). 

The analysis code requires Python version 3.8.8, Nilearn version 0.8.1, and Scikit-learn version 0.24.1.

If you have any questions, please send an email to nakai.tomoya [at] neuro.mimoza.jp. 

 

Usage

Encoding model training and testing

VertexRidge_SaveWeight_Multi.pyVertexRidge_Prediction_Multi.pyVisualizeRSM_WholeCortex.py

VertexRidge_Prediction_Multi_BlockPerm.py

Identification analysis

VertexRidge_SaveWeight_Multi_SplitHalf.pySubIdentify.py

Inter-subject correlation analysis (task-type model)

Vertex_Relation_ISC_RSM.pyVertex_WeightISC_Multi.pyVertex_WeightRSM_Multi.pyRidgelinePlot_RSM-WeightISC_Multi.py

Multidimensional scaling

CalcDissimilarity.pyCalcMDS.rShowMDS.py

Principal component analysis

WeightPCA.pyVisualizeRSM-Network.py

WeightPCA_NonRSM.py

Inter-subject correlation analysis (model-free)

Vertex_ISC_Multi.pyScatterPlot_ISC-WeightISC-RSM.py

Analysis using other latent features

VertexRidge_SaveWeight_Lang.pyVertexRidge_SaveWeight_Visual.pyVertexRidge_Prediction_Lang.pyVertexRidge_Prediction_Visual.pyVertex_WeightISC_Lang.pyVertex_WeightISC_Visual.pyVertex_WeightRSM_Lang.pyVertex_WeightRSM_Visual.pyRidgelinePlot_RSM-WeightISC_Lang.pyRidgelinePlot_RSM-WeightISC_Visual.pyRidgelinePlot_RSM-WeightISC_DiffFeatures.py
DOI: 10.5281/zenodo.10581223
title: Data and Code: Cortical representational geometry of diverse tasks reveals subject-specific and subject-invariant cognitive structures

description: Note

Here we provide preprocessed data and analysis code used in "Cortical representational geometry of diverse tasks reveals subject-specific and subject-invariant cognitive structures".

fMRI data were normalized into the standard space (MNI152NLin6Asym) and resampled to the surface template (fsaverage5). 

The analysis code requires Python version 3.8.8, Nilearn version 0.8.1, and Scikit-learn version 0.24.1.

If you have any questions, please send an email to nakai.tomoya [at] neuro.mimoza.jp. 

 

Usage

Encoding model training and testing

VertexRidge_SaveWeight_Multi.pyVertexRidge_Prediction_Multi.pyVisualizeRSM_WholeCortex.py

VertexRidge_Prediction_Multi_BlockPerm.py

Identification analysis

VertexRidge_SaveWeight_Multi_SplitHalf.pySubIdentify.py

Inter-subject correlation analysis (task-type model)

Vertex_Relation_ISC_RSM.pyVertex_WeightISC_Multi.pyVertex_WeightRSM_Multi.pyRidgelinePlot_RSM-WeightISC_Multi.py

Multidimensional scaling

CalcDissimilarity.pyCalcMDS.rShowMDS.py

Principal component analysis

WeightPCA.pyVisualizeRSM-Network.py

WeightPCA_NonRSM.py

Inter-subject correlation analysis (model-free)

Vertex_ISC_Multi.pyScatterPlot_ISC-WeightISC-RSM.py

Analysis using other latent features

VertexRidge_SaveWeight_Lang.pyVertexRidge_SaveWeight_Visual.pyVertexRidge_Prediction_Lang.pyVertexRidge_Prediction_Visual.pyVertex_WeightISC_Lang.pyVertex_WeightISC_Visual.pyVertex_WeightRSM_Lang.pyVertex_WeightRSM_Visual.pyRidgelinePlot_RSM-WeightISC_Lang.pyRidgelinePlot_RSM-WeightISC_Visual.pyRidgelinePlot_RSM-WeightISC_DiffFeatures.py
DOI: 10.15468/dl.qx6rx3
title: Occurrence Download

description: A dataset containing 3828 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anathallis Barb.Rodr."
 ]
}

 The dataset includes 3828 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049857-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10311521
title: Forex Exchange Rates Since 2004 (Updated Daily)