Subset (3)

cells · 9.7M rows

Split (1)

train · 9.7M rows

sample stringlengths 10 23	species stringclasses 1 value	gene_count int64 400 7k	tscp_count int64 436 70.1k	mread_count int64 489 153k	bc1_wind int64 1 96	bc2_wind int64 1 192	bc3_wind int64 1 192	bc1_well stringclasses 96 values	bc2_well stringclasses 192 values	bc3_well stringclasses 192 values	log1p_n_genes_by_counts float64 5.99 8.85	log1p_total_counts float64 6.08 11.2	total_counts_MT float64 0 3.06k	pct_counts_MT float64 0 15	log1p_total_counts_MT float64 0 8.03	donor stringclasses 12 values	cytokine stringclasses 91 values	treatment stringclasses 2 values	cell_type stringclasses 18 values	cell_id stringlengths 14 16	cell_integer_id int64 0 9.7M	cell_start_index int64 0 18.8B
Donor9_TSLP	hg38	1,640	2,798	5,989	9	186	124	A9	p2.H6	p2.C4	7.403061	7.937017	66	2.358828	4.204693	Donor9	TSLP	cytokine	CD8 Naive	09_186_124__s144	9,697,900	18,830,911,445
Donor9_TSLP	hg38	1,318	2,090	4,389	9	186	126	A9	p2.H6	p2.C6	7.184629	7.645398	31	1.483254	3.465736	Donor9	TSLP	cytokine	CD4 Memory	09_186_126__s144	9,697,901	18,830,913,085
Donor9_TSLP	hg38	1,647	2,782	5,847	9	186	132	A9	p2.H6	p2.C12	7.407318	7.931285	69	2.48023	4.248495	Donor9	TSLP	cytokine	CD4 Naive	09_186_132__s144	9,697,902	18,830,914,403
Donor9_TSLP	hg38	3,266	7,865	17,007	9	186	142	A9	p2.H6	p2.D10	8.091627	8.970305	147	1.86904	4.997212	Donor9	TSLP	cytokine	NK	09_186_142__s144	9,697,903	18,830,916,050
Donor9_TSLP	hg38	2,039	3,935	8,341	9	186	143	A9	p2.H6	p2.D11	7.620705	8.277921	105	2.668361	4.663439	Donor9	TSLP	cytokine	CD4 Naive	09_186_143__s144	9,697,904	18,830,919,316
Donor9_TSLP	hg38	2,009	3,771	8,060	9	186	166	A9	p2.H6	p2.F10	7.60589	8.235361	49	1.29939	3.912023	Donor9	TSLP	cytokine	NK	09_186_166__s144	9,697,905	18,830,921,355
Donor9_TWEAK	hg38	1,230	2,005	4,363	46	101	3	D10	p2.A5	A3	7.115582	7.603898	44	2.194514	3.806663	Donor9	TWEAK	cytokine	CD4 Memory	46_101_003__s144	9,697,906	18,830,923,364
Donor9_TWEAK	hg38	3,150	7,269	15,830	46	102	28	D10	p2.A6	C4	8.055475	8.891512	127	1.747146	4.85203	Donor9	TWEAK	cytokine	CD14 Mono	46_102_028__s144	9,697,907	18,830,924,594
Donor9_TWEAK	hg38	1,119	1,756	3,831	46	102	104	D10	p2.A6	p2.A8	7.021084	7.471363	19	1.082005	2.995732	Donor9	TWEAK	cytokine	CD8 Memory	46_102_104__s144	9,697,908	18,830,927,744
Donor9_TWEAK	hg38	1,707	3,167	6,732	46	102	173	D10	p2.A6	p2.G5	7.443078	8.060856	52	1.641933	3.970292	Donor9	TWEAK	cytokine	CD8 Naive	46_102_173__s144	9,697,909	18,830,928,863
Donor9_TWEAK	hg38	2,076	4,480	9,737	46	102	177	D10	p2.A6	p2.G9	7.63868	8.407601	99	2.209821	4.60517	Donor9	TWEAK	cytokine	CD4 Naive	46_102_177__s144	9,697,910	18,830,930,570
Donor9_TWEAK	hg38	2,025	3,892	8,513	46	113	77	D10	p2.B5	G5	7.613819	8.266935	62	1.593011	4.143135	Donor9	TWEAK	cytokine	CD8 Memory	46_113_077__s144	9,697,911	18,830,932,646
Donor9_TWEAK	hg38	2,099	4,145	9,033	46	113	115	D10	p2.B5	p2.B7	7.649693	8.3299	80	1.930036	4.394449	Donor9	TWEAK	cytokine	NKT	46_113_115__s144	9,697,912	18,830,934,671
Donor9_TWEAK	hg38	2,235	4,574	9,751	46	114	23	D10	p2.B6	B11	7.712444	8.428362	152	3.323131	5.030438	Donor9	TWEAK	cytokine	CD14 Mono	46_114_023__s144	9,697,913	18,830,936,770
Donor9_TWEAK	hg38	1,193	1,860	3,957	46	114	83	D10	p2.B6	G11	7.085064	7.528869	40	2.150538	3.713572	Donor9	TWEAK	cytokine	CD4 Memory	46_114_083__s144	9,697,914	18,830,939,005
Donor9_TWEAK	hg38	1,604	2,589	5,692	46	126	2	D10	p2.C6	A2	7.380879	7.859413	92	3.553496	4.532599	Donor9	TWEAK	cytokine	CD14 Mono	46_126_002__s144	9,697,915	18,830,940,198
Donor9_TWEAK	hg38	953	1,462	3,256	46	126	66	D10	p2.C6	F6	6.860664	7.288244	26	1.778386	3.295837	Donor9	TWEAK	cytokine	CD4 Memory	46_126_066__s144	9,697,916	18,830,941,802
Donor9_TWEAK	hg38	842	1,236	2,627	46	126	97	D10	p2.C6	p2.A1	6.736967	7.120444	21	1.699029	3.091043	Donor9	TWEAK	cytokine	B Naive	46_126_097__s144	9,697,917	18,830,942,755
Donor9_TWEAK	hg38	495	642	1,380	46	150	19	D10	p2.E6	B7	6.206576	6.466145	37	5.76324	3.637586	Donor9	TWEAK	cytokine	B Naive	46_150_019__s144	9,697,918	18,830,943,597
Donor9_TWEAK	hg38	1,392	2,286	4,805	46	150	58	D10	p2.E6	E10	7.239215	7.734996	50	2.187227	3.931826	Donor9	TWEAK	cytokine	NKT	46_150_058__s144	9,697,919	18,830,944,092
Donor9_TWEAK	hg38	1,111	1,789	3,809	46	150	122	D10	p2.E6	p2.C2	7.013915	7.489971	58	3.242035	4.077538	Donor9	TWEAK	cytokine	CD8 Naive	46_150_122__s144	9,697,920	18,830,945,484
Donor9_TWEAK	hg38	2,110	5,010	10,955	46	150	164	D10	p2.E6	p2.F8	7.654917	8.519391	288	5.748503	5.666427	Donor9	TWEAK	cytokine	cDC	46_150_164__s144	9,697,921	18,830,946,595
Donor9_TWEAK	hg38	1,002	1,448	3,098	46	150	177	D10	p2.E6	p2.G9	6.910751	7.278629	26	1.79558	3.295837	Donor9	TWEAK	cytokine	B Naive	46_150_177__s144	9,697,922	18,830,948,705
Donor9_TWEAK	hg38	1,182	1,854	3,979	46	161	49	D10	p2.F5	E1	7.075809	7.52564	47	2.535059	3.871201	Donor9	TWEAK	cytokine	CD4 Naive	46_161_049__s144	9,697,923	18,830,949,707
Donor9_TWEAK	hg38	1,246	2,033	4,437	46	161	130	D10	p2.F5	p2.C10	7.128496	7.61776	57	2.803738	4.060443	Donor9	TWEAK	cytokine	CD4 Naive	46_161_130__s144	9,697,924	18,830,950,889
Donor9_TWEAK	hg38	1,435	2,428	5,252	46	161	145	D10	p2.F5	p2.E1	7.269617	7.795235	37	1.523888	3.637586	Donor9	TWEAK	cytokine	NKT	46_161_145__s144	9,697,925	18,830,952,135
Donor9_TWEAK	hg38	1,120	1,678	3,599	46	173	13	D10	p2.G5	B1	7.021976	7.425954	40	2.38379	3.713572	Donor9	TWEAK	cytokine	CD4 Memory	46_173_013__s144	9,697,926	18,830,953,570
Donor9_TWEAK	hg38	1,105	1,737	3,726	46	173	109	D10	p2.G5	p2.B1	7.008505	7.46049	48	2.763385	3.89182	Donor9	TWEAK	cytokine	B Intermediate/Memory	46_173_109__s144	9,697,927	18,830,954,690
Donor9_TWEAK	hg38	1,211	1,832	3,901	46	173	169	D10	p2.G5	p2.G1	7.100027	7.513709	53	2.893013	3.988984	Donor9	TWEAK	cytokine	CD4 Memory	46_173_169__s144	9,697,928	18,830,955,795
Donor9_TWEAK	hg38	1,401	2,352	5,112	46	185	19	D10	p2.H5	B7	7.245655	7.763446	38	1.615646	3.663562	Donor9	TWEAK	cytokine	CD4 Memory	46_185_019__s144	9,697,929	18,830,957,006
Donor9_TWEAK	hg38	1,735	3,377	7,112	46	185	103	D10	p2.H5	p2.A7	7.459339	8.125039	52	1.539828	3.970292	Donor9	TWEAK	cytokine	B Naive	46_185_103__s144	9,697,930	18,830,958,407
Donor9_TWEAK	hg38	3,212	8,007	17,202	46	185	128	D10	p2.H5	p2.C8	8.07496	8.988196	167	2.085675	5.123964	Donor9	TWEAK	cytokine	CD14 Mono	46_185_128__s144	9,697,931	18,830,960,142
Donor9_TWEAK	hg38	1,001	1,450	3,086	46	186	84	D10	p2.H6	G12	6.909753	7.280008	16	1.103448	2.833213	Donor9	TWEAK	cytokine	CD4 Memory	46_186_084__s144	9,697,932	18,830,963,354
Donor9_TWEAK	hg38	2,537	5,569	11,777	46	186	170	D10	p2.H6	p2.G2	7.839132	8.625151	150	2.693482	5.01728	Donor9	TWEAK	cytokine	CD4 Memory	46_186_170__s144	9,697,933	18,830,964,355
Donor9_VEGF	hg38	3,066	6,943	14,990	61	101	108	F1	p2.A5	p2.A12	8.028455	8.845634	119	1.713957	4.787492	Donor9	VEGF	cytokine	CD8 Memory	61_101_108__s144	9,697,934	18,830,966,892
Donor9_VEGF	hg38	2,337	5,138	11,137	61	102	72	F1	p2.A6	F12	7.757051	8.544614	39	0.75905	3.68888	Donor9	VEGF	cytokine	CD8 Memory	61_102_072__s144	9,697,935	18,830,969,958
Donor9_VEGF	hg38	1,508	2,391	5,107	61	113	4	F1	p2.B5	A4	7.319202	7.779885	19	0.794647	2.995732	Donor9	VEGF	cytokine	CD4 Memory	61_113_004__s144	9,697,936	18,830,972,295
Donor9_VEGF	hg38	1,555	2,747	5,912	61	113	28	F1	p2.B5	C4	7.349874	7.918629	30	1.092101	3.433987	Donor9	VEGF	cytokine	NK	61_113_028__s144	9,697,937	18,830,973,803
Donor9_VEGF	hg38	2,973	6,593	14,160	61	113	41	F1	p2.B5	D5	7.997663	8.793916	92	1.39542	4.532599	Donor9	VEGF	cytokine	CD8 Memory	61_113_041__s144	9,697,938	18,830,975,358
Donor9_VEGF	hg38	2,417	5,296	11,367	61	113	119	F1	p2.B5	p2.B11	7.790696	8.574896	91	1.718278	4.521789	Donor9	VEGF	cytokine	NKT	61_113_119__s144	9,697,939	18,830,978,331
Donor9_VEGF	hg38	1,541	2,573	5,410	61	113	122	F1	p2.B5	p2.C2	7.340836	7.853216	26	1.010494	3.295837	Donor9	VEGF	cytokine	CD8 Naive	61_113_122__s144	9,697,940	18,830,980,748
Donor9_VEGF	hg38	1,247	1,957	3,967	61	113	128	F1	p2.B5	p2.C8	7.129298	7.579679	25	1.277466	3.258097	Donor9	VEGF	cytokine	CD8 Memory	61_113_128__s144	9,697,941	18,830,982,289
Donor9_VEGF	hg38	793	1,103	2,364	61	113	171	F1	p2.B5	p2.G3	6.677083	7.006695	17	1.541251	2.890372	Donor9	VEGF	cytokine	CD4 Memory	61_113_171__s144	9,697,942	18,830,983,536
Donor9_VEGF	hg38	1,196	1,869	3,961	61	114	7	F1	p2.B6	A7	7.087574	7.533694	30	1.605137	3.433987	Donor9	VEGF	cytokine	CD4 Naive	61_114_007__s144	9,697,943	18,830,984,329
Donor9_VEGF	hg38	1,205	1,807	3,951	61	114	10	F1	p2.B6	A10	7.095064	7.499977	30	1.66021	3.433987	Donor9	VEGF	cytokine	CD8 Memory	61_114_010__s144	9,697,944	18,830,985,525
Donor9_VEGF	hg38	2,445	5,329	11,344	61	125	146	F1	p2.C5	p2.E2	7.802209	8.581106	164	3.077501	5.105946	Donor9	VEGF	cytokine	CD8 Naive	61_125_146__s144	9,697,945	18,830,986,730
Donor9_VEGF	hg38	1,239	1,932	4,082	61	137	63	F1	p2.D5	F3	7.122867	7.566829	26	1.345756	3.295837	Donor9	VEGF	cytokine	CD4 Naive	61_137_063__s144	9,697,946	18,830,989,175
Donor9_VEGF	hg38	2,906	7,274	15,310	61	138	59	F1	p2.D6	E11	7.974877	8.8922	75	1.03107	4.330733	Donor9	VEGF	cytokine	CD4 Naive	61_138_059__s144	9,697,947	18,830,990,414
Donor9_VEGF	hg38	2,421	5,264	11,185	61	138	157	F1	p2.D6	p2.F1	7.792349	8.568836	47	0.892857	3.871201	Donor9	VEGF	cytokine	MAIT	61_138_157__s144	9,697,948	18,830,993,320
Donor9_VEGF	hg38	1,993	3,628	7,714	61	138	172	F1	p2.D6	p2.G4	7.597898	8.196713	35	0.964719	3.583519	Donor9	VEGF	cytokine	CD8 Memory	61_138_172__s144	9,697,949	18,830,995,741
Donor9_VEGF	hg38	2,638	5,952	12,925	61	149	93	F1	p2.E5	H9	7.878155	8.69165	92	1.545699	4.532599	Donor9	VEGF	cytokine	CD4 Naive	61_149_093__s144	9,697,950	18,830,997,734
Donor9_VEGF	hg38	2,910	7,695	16,853	61	149	125	F1	p2.E5	p2.C5	7.976252	8.948456	126	1.637427	4.844187	Donor9	VEGF	cytokine	CD4 Naive	61_149_125__s144	9,697,951	18,831,000,372
Donor9_VEGF	hg38	4,903	17,851	37,838	61	149	142	F1	p2.E5	p2.D10	8.497806	9.789871	182	1.019551	5.209486	Donor9	VEGF	cytokine	CD14 Mono	61_149_142__s144	9,697,952	18,831,003,282
Donor9_VEGF	hg38	1,462	2,454	5,306	61	150	60	F1	p2.E6	E12	7.288244	7.805882	36	1.466993	3.610918	Donor9	VEGF	cytokine	Treg	61_150_060__s144	9,697,953	18,831,008,185
Donor9_VEGF	hg38	2,587	5,168	11,037	61	150	192	F1	p2.E6	p2.H12	7.858641	8.550434	123	2.380031	4.820282	Donor9	VEGF	cytokine	CD14 Mono	61_150_192__s144	9,697,954	18,831,009,647
Donor9_VEGF	hg38	1,268	1,930	4,086	61	161	92	F1	p2.F5	H8	7.145984	7.565794	25	1.295337	3.258097	Donor9	VEGF	cytokine	CD8 Naive	61_161_092__s144	9,697,955	18,831,012,234
Donor9_VEGF	hg38	1,269	1,850	3,811	61	162	118	F1	p2.F6	p2.B10	7.146772	7.523481	43	2.324324	3.78419	Donor9	VEGF	cytokine	NK CD56bright	61_162_118__s144	9,697,956	18,831,013,502
Donor9_VEGF	hg38	1,942	3,526	7,408	61	162	122	F1	p2.F6	p2.C2	7.571988	8.168203	81	2.297221	4.406719	Donor9	VEGF	cytokine	CD14 Mono	61_162_122__s144	9,697,957	18,831,014,771
Donor9_VEGF	hg38	1,182	1,780	3,776	61	162	123	F1	p2.F6	p2.C3	7.075809	7.484931	53	2.977528	3.988984	Donor9	VEGF	cytokine	CD8 Memory	61_162_123__s144	9,697,958	18,831,016,713
Donor9_VEGF	hg38	864	1,162	2,391	61	173	53	F1	p2.G5	E5	6.76273	7.058758	11	0.946644	2.484907	Donor9	VEGF	cytokine	CD8 Memory	61_173_053__s144	9,697,959	18,831,017,895
Donor9_VEGF	hg38	847	1,151	2,395	61	173	113	F1	p2.G5	p2.B5	6.742881	7.049255	18	1.563858	2.944439	Donor9	VEGF	cytokine	CD4 Memory	61_173_113__s144	9,697,960	18,831,018,759
Donor9_VEGF	hg38	770	1,072	2,256	61	173	135	F1	p2.G5	p2.D3	6.647688	6.978214	12	1.119403	2.564949	Donor9	VEGF	cytokine	CD4 Memory	61_173_135__s144	9,697,961	18,831,019,606
Donor9_VEGF	hg38	1,547	2,677	5,713	61	174	72	F1	p2.G6	F12	7.344719	7.892826	36	1.344789	3.610918	Donor9	VEGF	cytokine	CD8 Memory	61_174_072__s144	9,697,962	18,831,020,376
Donor9_VEGF	hg38	1,114	1,735	3,742	61	174	155	F1	p2.G6	p2.E11	7.01661	7.459339	26	1.498559	3.295837	Donor9	VEGF	cytokine	CD8 Memory	61_174_155__s144	9,697,963	18,831,021,923
Donor9_VEGF	hg38	1,771	3,228	7,065	61	185	49	F1	p2.H5	E1	7.479864	8.079927	29	0.898389	3.401197	Donor9	VEGF	cytokine	CD4 Memory	61_185_049__s144	9,697,964	18,831,023,037
Donor9_VEGF	hg38	4,703	13,240	28,261	61	185	98	F1	p2.H5	p2.A2	8.456168	9.491074	162	1.223565	5.09375	Donor9	VEGF	cytokine	cDC	61_185_098__s144	9,697,965	18,831,024,808
Donor9_VEGF	hg38	2,360	5,279	11,620	61	185	176	F1	p2.H5	p2.G8	7.766841	8.571681	91	1.723811	4.521789	Donor9	VEGF	cytokine	CD8 Memory	61_185_176__s144	9,697,966	18,831,029,511
Donor9_VEGF	hg38	1,373	2,218	4,614	61	186	18	F1	p2.H6	B6	7.225481	7.704812	48	2.164112	3.89182	Donor9	VEGF	cytokine	CD4 Naive	61_186_018__s144	9,697,967	18,831,031,871
Donor9_VEGF	hg38	586	783	1,616	61	186	21	F1	p2.H6	B9	6.375025	6.664409	15	1.915709	2.772589	Donor9	VEGF	cytokine	CD4 Memory	61_186_021__s144	9,697,968	18,831,033,244
Donor9_VEGF	hg38	1,439	2,381	4,989	61	186	93	F1	p2.H6	H9	7.272398	7.775696	43	1.805964	3.78419	Donor9	VEGF	cytokine	CD4 Memory	61_186_093__s144	9,697,969	18,831,033,830
Donor9_VEGF	hg38	1,962	3,457	7,093	61	186	108	F1	p2.H6	p2.A12	7.582229	8.148446	85	2.458779	4.454347	Donor9	VEGF	cytokine	CD14 Mono	61_186_108__s144	9,697,970	18,831,035,269
Donor9_VEGF	hg38	1,589	2,785	5,983	61	186	135	F1	p2.H6	p2.D3	7.371489	7.932362	49	1.759426	3.912023	Donor9	VEGF	cytokine	CD8 Naive	61_186_135__s144	9,697,971	18,831,037,231
Donor9_VEGF	hg38	1,819	3,342	7,088	61	186	157	F1	p2.H6	p2.F1	7.506592	8.114624	54	1.615799	4.007333	Donor9	VEGF	cytokine	CD8 Naive	61_186_157__s144	9,697,972	18,831,038,820
Donor9_VEGF	hg38	1,628	2,709	5,704	61	186	168	F1	p2.H6	p2.F12	7.396335	7.904704	44	1.624216	3.806663	Donor9	VEGF	cytokine	B Intermediate/Memory	61_186_168__s144	9,697,973	18,831,040,639

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