metadata
dataset_info:
features:
- name: cell_id
dtype: string
- name: embedding
list: float64
- name: disease
dtype:
class_label:
names:
'0': AT0
'1': AT1
'2': AT2
'3': AT2 proliferating
'4': Adventitial fibroblasts
'5': Alveolar Mph CCL3+
'6': Alveolar Mph MT-positive
'7': Alveolar Mph proliferating
'8': Alveolar fibroblasts
'9': Alveolar macrophages
'10': B cells
'11': Basal resting
'12': CD4 T cells
'13': CD8 T cells
'14': Classical monocytes
'15': Club (nasal)
'16': Club (non-nasal)
'17': DC1
'18': DC2
'19': Deuterosomal
'20': EC aerocyte capillary
'21': EC arterial
'22': EC general capillary
'23': EC venous pulmonary
'24': EC venous systemic
'25': Goblet (bronchial)
'26': Goblet (nasal)
'27': Goblet (subsegmental)
'28': Hematopoietic stem cells
'29': Hillock-like
'30': Interstitial Mph perivascular
'31': Ionocyte
'32': Lymphatic EC differentiating
'33': Lymphatic EC mature
'34': Lymphatic EC proliferating
'35': Mast cells
'36': Mesothelium
'37': Migratory DCs
'38': Monocyte-derived Mph
'39': Multiciliated (nasal)
'40': Multiciliated (non-nasal)
'41': Myofibroblasts
'42': NK cells
'43': Neuroendocrine
'44': Non-classical monocytes
'45': Peribronchial fibroblasts
'46': Pericytes
'47': Plasma cells
'48': Plasmacytoid DCs
'49': SM activated stress response
'50': SMG duct
'51': SMG mucous
'52': SMG serous (bronchial)
'53': SMG serous (nasal)
'54': Smooth muscle
'55': Smooth muscle FAM83D+
'56': Subpleural fibroblasts
'57': Suprabasal
'58': T cells proliferating
'59': Tuft
'60': Unknown
'61': pre-TB secretory
- name: cell_type
dtype:
class_label:
names:
'0': B cell
'1': CD1c-positive myeloid dendritic cell
'2': CD4-positive, alpha-beta T cell
'3': CD8-positive, alpha-beta T cell
'4': T cell
'5': acinar cell
'6': alveolar adventitial fibroblast
'7': alveolar macrophage
'8': alveolar type 1 fibroblast cell
'9': bronchial goblet cell
'10': bronchus fibroblast of lung
'11': brush cell of tracheobronchial tree
'12': capillary endothelial cell
'13': classical monocyte
'14': club cell
'15': conventional dendritic cell
'16': dendritic cell
'17': elicited macrophage
'18': endothelial cell of lymphatic vessel
'19': epithelial cell of lower respiratory tract
'20': fibroblast
'21': hematopoietic stem cell
'22': ionocyte
'23': lung macrophage
'24': lung pericyte
'25': mast cell
'26': mesothelial cell
'27': mucus secreting cell
'28': multiciliated columnar cell of tracheobronchial tree
'29': multiciliated epithelial cell
'30': myofibroblast cell
'31': nasal mucosa goblet cell
'32': natural killer cell
'33': non-classical monocyte
'34': plasma cell
'35': plasmacytoid dendritic cell
'36': pulmonary alveolar epithelial cell
'37': pulmonary alveolar type 1 cell
'38': pulmonary alveolar type 2 cell
'39': pulmonary artery endothelial cell
'40': pulmonary neuroendocrine cell
'41': respiratory basal cell
'42': respiratory tract hillock cell
'43': serous secreting cell
'44': smooth muscle cell
'45': stromal cell
'46': tracheobronchial goblet cell
'47': tracheobronchial serous cell
'48': tracheobronchial smooth muscle cell
'49': vein endothelial cell
splits:
- name: train
num_bytes: 40867220944
num_examples: 1659134
download_size: 30506744537
dataset_size: 40867220944
configs:
- config_name: default
data_files:
- split: train
path: data/train-*