Human pancreas

Human pancreas cells dataset from the scIB benchmarks

openproblems_v1

Info

openproblems_v1/pancreas

1.26 GiB

02-02-2024

16382 × 18771

Description

Human pancreatic islet scRNA-seq data from 6 datasets across technologies (CEL-seq, CEL-seq2, Smart-seq2, inDrop, Fluidigm C1, and SMARTER-seq).

Preview

An AnnData object with n_obs × n_vars = 16382 × 18771 with slots:

obsm: X_pca
NameDescriptionTypeData typeSize
obs

size_factors

The size factors created by the normalisation method, if any.vectorfloat3216382

cell_type

Classification of the cell type based on its characteristics and function within the tissue or organism.vectorcategory16382

batch

A batch identifier. This label is very context-dependent and may be a combination of the tissue, assay, donor, etc.vectorcategory16382
var

feature_name

A human-readable name for the feature, usually a gene symbol.vectorobject18771

hvg

Whether or not the feature is considered to be a 'highly variable gene'vectorbool18771

hvg_score

A ranking of the features by hvg.vectorfloat6418771
obsp

knn_connectivities

K nearest neighbors connectivities matrix.sparsematrixfloat3216382 × 16382

knn_distances

K nearest neighbors distance matrix.sparsematrixfloat6416382 × 16382
obsm

X_pca

The resulting PCA embedding.densematrixfloat3216382 × 50
varm

pca_loadings

The PCA loadings matrix.densematrixfloat6418771 × 50
layers

counts

Raw countssparsematrixfloat3216382 × 18771

normalized

Normalised expression valuessparsematrixfloat3216382 × 18771
uns

dataset_description

Long description of the dataset.atomicstr1

dataset_id

A unique identifier for the dataset. This is different from the `obs.dataset_id` field, which is the identifier for the dataset from which the cell data is derived.atomicstr1

dataset_name

A human-readable name for the dataset.atomicstr1

dataset_organism

The organism of the sample in the dataset.atomicstr1

dataset_reference

Bibtex reference of the paper in which the dataset was published.atomicstr1

dataset_summary

Short description of the dataset.atomicstr1

dataset_url

Link to the original source of the dataset.atomicstr1

knn

Supplementary K nearest neighbors data.dict3

normalization_id

Which normalization was usedatomicstr1

pca_variance

The PCA variance objects.dict2

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