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dependency fix
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NAMESPACE

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@@ -4,6 +4,7 @@ export(get_SingleCellExperiment)
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export(get_metadata)
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importFrom(BiocGenerics,cbind)
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importFrom(DBI,dbConnect)
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importFrom(HDF5Array,HDF5RealizationSink)
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importFrom(HDF5Array,loadHDF5SummarizedExperiment)
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importFrom(RSQLite,SQLITE_RO)
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importFrom(RSQLite,SQLite)

R/query.R

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#' @importFrom dplyr as_tibble
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#' @importFrom HDF5Array loadHDF5SummarizedExperiment
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#' @importFrom stringr str_remove
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#' @importFrom HDF5Array HDF5RealizationSink
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#' @importFrom HDF5Array loadHDF5SummarizedExperiment
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#'
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#' @export
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#'

README.md

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@@ -14,13 +14,35 @@ library(tidySingleCellExperiment)
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Load the data
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``` r
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hca_metadata = get_metadata()
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get_metadata()
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```
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## # Source: table<metadata> [?? x 48]
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## # Database: sqlite 3.39.2 [/vast/projects/RCP/human_cell_atlas/metadata.sqlite]
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## .cell .sample .samp…¹ assay assay…² cell_…³ cell_…⁴ devel…⁵ devel…⁶ disease
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## <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
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## 1 AAACCT… 5f20d7… D17PrP… 10x … EFO:00… basal … CL:000… 31-yea… HsapDv… normal
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## 2 AAACCT… 5f20d7… D17PrP… 10x … EFO:00… basal … CL:000… 31-yea… HsapDv… normal
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## 3 AAACCT… 5f20d7… D17PrP… 10x … EFO:00… lumina… CL:000… 31-yea… HsapDv… normal
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## 4 AAACCT… 5f20d7… D17PrP… 10x … EFO:00… lumina… CL:000… 31-yea… HsapDv… normal
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## 5 AAACCT… 5f20d7… D17PrP… 10x … EFO:00… basal … CL:000… 31-yea… HsapDv… normal
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## 6 AAACCT… 5f20d7… D17PrP… 10x … EFO:00… basal … CL:000… 31-yea… HsapDv… normal
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## 7 AAACCT… 5f20d7… D17PrP… 10x … EFO:00… basal … CL:000… 31-yea… HsapDv… normal
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## 8 AAACGG… 5f20d7… D17PrP… 10x … EFO:00… basal … CL:000… 31-yea… HsapDv… normal
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## 9 AAACGG… 5f20d7… D17PrP… 10x … EFO:00… lumina… CL:000… 31-yea… HsapDv… normal
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## 10 AAACGG… 5f20d7… D17PrP… 10x … EFO:00… basal … CL:000… 31-yea… HsapDv… normal
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## # … with more rows, 38 more variables: disease_ontology_term_id <chr>,
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## # ethnicity <chr>, ethnicity_ontology_term_id <chr>, file_id <chr>,
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## # is_primary_data.x <chr>, organism <chr>, organism_ontology_term_id <chr>,
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## # sample_placeholder <chr>, sex <chr>, sex_ontology_term_id <chr>,
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## # tissue <chr>, tissue_ontology_term_id <chr>, dataset_id <chr>,
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## # collection_id <chr>, cell_count <int>, dataset_deployments <chr>,
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## # is_primary_data.y <chr>, is_valid <int>, linked_genesets <int>, …
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Explore the HCA content
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``` r
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hca_metadata |>
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get_metadata() |>
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distinct(tissue, file_id) |>
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count(tissue) |>
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arrange(desc(n))
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``` r
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options("restore_SingleCellExperiment_show" = TRUE)
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sce =
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hca_metadata |>
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get_metadata() |>
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filter(
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ethnicity == "African" &
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ethnicity == "African" &
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assay %LIKE% "%10x%" &
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tissue == "lung parenchyma" &
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cell_type %LIKE% "%CD4%"
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) |>
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get_SingleCellExperiment()
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```
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## Reading 9 files.
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## Reading 1 files.
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## .........
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## .
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``` r
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sce
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```
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## class: SingleCellExperiment
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## dim: 60661 1571
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## metadata(63): X_normalization batch_condition ... schema_version title
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## dim: 28024 1571
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## metadata(0):
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## assays(1): X
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## rownames(60661): TSPAN6 TNMD ... RP11-175I6.6 PRSS43P
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## rownames(28024): TSPAN6 TNMD ... RP11-107E5.4 RP11-299P2.2
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## rowData names(0):
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## colnames(1571):
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## ACAGCCGGTCCGTTAA_F02526_4fc10a6b85e5fa688b253db4e0db8ba0
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## GGGAATGAGCCCAGCT_F02526_4fc10a6b85e5fa688b253db4e0db8ba0 ...
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## TCGTAGAGTATATGGA_SC29_948efa032d715a169f9edae65c696836
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## GACGTTACACTGTGTA_SC29_948efa032d715a169f9edae65c696836
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## colData names(45): .sample .sample_name ... created_at.y updated_at.y
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## colnames(1571): ACAGCCGGTCCGTTAA_F02526 GGGAATGAGCCCAGCT_F02526 ...
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## TACAACGTCAGCATTG_SC84 CATTCGCTCAATACCG_F02526
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## colData names(47): .sample .sample_name ... file_id_db
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## stringr..str_remove.stringr..str_remove..cell...sample...._...
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## reducedDimNames(0):
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## mainExpName: NULL
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## altExpNames(0):

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