Split (1)

train · 410k rows

SampleID stringclasses 15 values	MouseID stringclasses 8 values	Age_bin stringclasses 2 values	Sex stringclasses 1 value	batch stringclasses 2 values	annotation stringclasses 25 values	10X_version stringclasses 1 value	n_counts float32 217 20k ⌀	n_genes float32 200 4.96k ⌀	mito_per float32 0 0.2 ⌀	scrublet_score float32 0 0.44 ⌀	n_genes_by_counts int64 191 4.85k ⌀	total_counts float32 15.8 590k ⌀	total_counts_mt float32 0 55.3 ⌀	pct_counts_mt float32 0 7.12 ⌀	cell_id stringlengths 22 22 ⌀
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,238	758	0.012116	0.106742	747	1,842.810547	15.566734	0.844728	AAACCTGAGAAGGACA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,861	1,088	0.01612	0.141884	1,073	2,276.231934	24.028584	1.05563	AAACCTGAGATGCGAC-1-0-0
5386STDY7599667	Donor4	old	M	cells	MuSC	3'v2	3,495	1,593	0.048927	0.278626	1,572	2,637.339844	37.579845	1.424915	AAACCTGAGCCGGTAA-1-0-0
5386STDY7599667	Donor4	old	M	cells	VenEC	3'v2	3,620	1,497	0.058287	0.054452	1,471	2,483.026855	36.756996	1.48033	AAACCTGAGTAGTGCG-1-0-0
5386STDY7599667	Donor4	old	M	cells	FB	3'v2	3,439	1,287	0.080547	0.07657	1,267	2,198.695068	42.476158	1.93188	AAACCTGAGTGCCATT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	838	606	0.02148	0.080189	600	1,643.867676	22.773123	1.385338	AAACCTGCAATCCGAT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,185	768	0.022785	0.073134	753	1,855.012573	25.205961	1.358803	AAACCTGCACGAGGTA-1-0-0
5386STDY7599667	Donor4	old	M	cells	VenEC	3'v2	3,618	1,372	0.042289	0.154217	1,344	2,286.498535	33.558876	1.467697	AAACCTGCATATGCTG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,817	1,071	0.019263	0.127503	1,046	2,236.18457	22.357851	0.999821	AAACCTGGTAAATGAC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,187	718	0.018534	0.195965	708	1,771.02771	24.731625	1.396456	AAACCTGGTAAGGGCT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,561	848	0.081999	0.112186	836	1,899.317871	44.421764	2.338827	AAACCTGGTAGCCTAT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	840	558	0.038095	0.173228	550	1,524.679932	32.428841	2.126928	AAACCTGGTAGTACCT-1-0-0
5386STDY7599667	Donor4	old	M	cells	Pericyte	3'v2	10,783	3,694	0.019753	0.189873	3,626	3,712.349365	26.73954	0.720286	AAACCTGGTCCATCCT-1-0-0
5386STDY7599667	Donor4	old	M	cells	SMC	3'v2	5,979	2,047	0.077772	0.034193	2,009	2,741.236084	40.505138	1.477623	AAACCTGGTCTCATCC-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	7,030	2,643	0.019061	0.184066	2,606	3,277.097656	25.536995	0.779256	AAACCTGGTGTTTGTG-1-0-0
5386STDY7599667	Donor4	old	M	cells	Tenoc	3'v2	4,364	1,629	0.093034	0.049724	1,605	2,476.510986	43.937836	1.774183	AAACCTGTCAAACAAG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,438	813	0.017385	0.145833	798	1,882.011963	25.573757	1.358852	AAACCTGTCACTGGGC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	719	502	0.054242	0.069869	494	1,420.235718	32.109886	2.260884	AAACCTGTCCACTGGG-1-0-0
5386STDY7599667	Donor4	old	M	cells	SMC	3'v2	3,731	1,470	0.074779	0.019486	1,443	2,394.601318	40.068451	1.673283	AAACCTGTCCAGGGCT-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	7,794	2,909	0.018989	0.104147	2,847	3,398.434814	25.347288	0.745852	AAACCTGTCCCGGATG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	890	574	0.189888	0.028713	568	1,514.68811	49.99284	3.300537	AAACCTGTCGGACAAG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,274	796	0.025118	0.124224	783	1,905.014282	25.632128	1.345508	AAACGGGAGAGTGAGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,080	695	0.032407	0.043328	681	1,754.251221	31.210386	1.779129	AAACGGGAGATATGCA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,036	673	0.040541	0.145833	659	1,699.557861	31.609941	1.859892	AAACGGGAGCAGACTG-1-0-0
5386STDY7599667	Donor4	old	M	cells	FB	3'v2	3,479	1,509	0.025582	0.080189	1,478	2,439.550293	29.37026	1.203921	AAACGGGAGCGATAGC-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	2,556	1,242	0.039124	0.121058	1,217	2,329.308105	32.081299	1.377289	AAACGGGAGGCCGAAT-1-0-0
5386STDY7599667	Donor4	old	M	cells	VenEC	3'v2	1,372	745	0.147959	0.060976	732	1,747.090088	47.099243	2.695868	AAACGGGAGGCTCTTA-1-0-0
5386STDY7599667	Donor4	old	M	cells	MuSC	3'v2	5,896	1,840	0.034939	0.085995	1,807	2,457.394775	30.87508	1.256415	AAACGGGAGGTGCACA-1-0-0
5386STDY7599667	Donor4	old	M	cells	mSchwann	3'v2	1,066	627	0.08818	0.025862	615	1,594.68396	38.645561	2.423399	AAACGGGAGTGTACTC-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	4,018	1,766	0.107018	0.07657	1,735	2,754.821777	46.600357	1.691592	AAACGGGCACCACGTG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,853	1,061	0.017809	0.068296	1,042	2,214.103271	26.689194	1.205418	AAACGGGCACCGGAAA-1-0-0
5386STDY7599667	Donor4	old	M	cells	mSchwann	3'v2	1,811	1,013	0.049696	0.014517	991	2,107.09668	32.080692	1.522507	AAACGGGCATATGGTC-1-0-0
5386STDY7599667	Donor4	old	M	cells	SMC	3'v2	4,026	1,525	0.124441	0.02008	1,498	2,370.124023	46.399231	1.957671	AAACGGGGTATGAAAC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	4,882	2,162	0.020688	0.154217	2,128	3,095.584717	27.462887	0.887163	AAACGGGGTCACACGC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,739	1,015	0.021277	0.138085	999	2,180.946777	26.056936	1.194753	AAACGGGGTCCGAAGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	MuSC	3'v2	2,264	865	0.041519	0.130901	856	1,782.18103	31.961752	1.793406	AAACGGGGTGAGTGAC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	2,086	1,036	0.105465	0.099196	1,022	2,104.280762	42.304234	2.010389	AAACGGGGTGTAATGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	4,182	1,787	0.022716	0.08804	1,760	2,786.394287	28.346682	1.017325	AAACGGGGTTAGGGTG-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	2,080	1,079	0.032212	0.092308	1,062	2,198.610107	31.110725	1.415018	AAACGGGGTTGCGTTA-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	5,757	2,270	0.035088	0.231527	2,229	3,065.151367	30.526052	0.995907	AAACGGGTCAGAGACG-1-0-0
5386STDY7599667	Donor4	old	M	cells	VenEC	3'v2	3,468	1,618	0.042099	0.168164	1,590	2,715.979736	31.095013	1.144891	AAACGGGTCCCAACGG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	3,259	1,482	0.020558	0.127503	1,451	2,555.811279	28.136572	1.100886	AAACGGGTCGCCGTGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	Macrophage-LAM	3'v2	17,220	3,316	0.021661	0.141884	3,244	2,894.61377	27.450695	0.948337	AAACGGGTCGGCATCG-1-0-0
5386STDY7599667	Donor4	old	M	cells	VenEC	3'v2	3,664	1,812	0.025928	0.173228	1,778	2,878.351563	26.517311	0.921267	AAACGGGTCTTATCTG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,721	951	0.042998	0.168164	937	2,062.127197	32.233704	1.563129	AAAGATGAGACAAGCC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,112	693	0.010791	0.027982	681	1,735.532715	16.701624	0.962334	AAAGATGAGGAGTCTG-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	1,426	857	0.023142	0.10942	847	1,972.878784	26.212997	1.328667	AAAGATGAGGCTACGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	mSchwann	3'v2	2,176	1,148	0.096507	0.02008	1,126	2,224.751221	46.041241	2.069501	AAAGATGAGTATTGGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,771	996	0.067194	0.039466	981	2,123.130615	36.289444	1.709242	AAAGATGAGTGGAGTC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,123	750	0.026714	0.099196	742	1,844.275879	27.827055	1.508834	AAAGATGAGTTAGGTA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	643	462	0.024883	0.071481	457	1,364.224243	24.303129	1.781461	AAAGATGAGTTTGCGT-1-0-0
5386STDY7599667	Donor4	old	M	cells	Pericyte	3'v2	5,945	2,450	0.040875	0.216174	2,406	3,198.198975	35.197483	1.100541	AAAGATGCAACTGCTA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,446	824	0.042877	0.052038	816	1,910.528564	29.593529	1.548971	AAAGATGCACGGTGTC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,515	873	0.013201	0.085995	853	1,973.287598	21.56834	1.093016	AAAGATGCACTAAGTC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,304	804	0.027607	0.068296	789	1,902.425537	26.994247	1.418939	AAAGATGCAGCTGTTA-1-0-0
5386STDY7599667	Donor4	old	M	cells	Macrophage-LYVE1	3'v2	7,125	2,547	0.034386	0.149941	2,512	3,114.517822	32.597256	1.046623	AAAGATGCAGTCAGCC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	4,490	1,951	0.037416	0.239865	1,925	2,919.430664	35.143539	1.203781	AAAGATGCATGCCCGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	4,644	1,993	0.036176	0.302041	1,955	2,935.296631	31.897396	1.086684	AAAGATGGTTATGTGC-1-0-0
5386STDY7599667	Donor4	old	M	cells	FB	3'v2	5,257	1,952	0.035762	0.062371	1,914	2,775.308105	31.996655	1.152905	AAAGATGTCCACGAAT-1-0-0
5386STDY7599667	Donor4	old	M	cells	nmSchwann	3'v2	2,032	1,216	0.051181	0.08804	1,190	2,396.796631	34.585732	1.442998	AAAGATGTCCTTGACC-1-0-0
5386STDY7599667	Donor4	old	M	cells	mSchwann	3'v2	1,444	814	0.110803	0.07657	798	1,850.526123	44.199615	2.388489	AAAGATGTCGAACTGT-1-0-0
5386STDY7599667	Donor4	old	M	cells	MuSC	3'v2	4,407	1,173	0.040163	0.127503	1,160	1,881.169312	35.590599	1.89194	AAAGATGTCGACGGAA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	4,952	2,084	0.045234	0.138085	2,046	2,932.987305	36.182915	1.233654	AAAGATGTCGATAGAA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	868	607	0.02765	0.066761	599	1,623.974976	22.775234	1.402437	AAAGATGTCGGGAGTA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	900	542	0.038889	0.062371	533	1,475.390747	34.749451	2.355271	AAAGATGTCTATCGCC-1-0-0
5386STDY7599667	Donor4	old	M	cells	FB	3'v2	2,916	1,281	0.028464	0.084006	1,264	2,221.876465	29.925037	1.346836	AAAGATGTCTCAACTT-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	1,925	1,053	0.011429	0.104147	1,032	2,185.918457	22.145424	1.013095	AAAGCAAAGCGCCTCA-1-0-0
5386STDY7599667	Donor4	old	M	cells	Pericyte	3'v2	2,622	1,525	0.032418	0.035032	1,497	2,760.595703	26.757214	0.969255	AAAGCAAAGGCGATAC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	2,031	1,079	0.015756	0.078355	1,058	2,204.227295	22.06641	1.001095	AAAGCAAAGGCTACGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,255	750	0.028685	0.124224	738	1,816.611328	29.71114	1.635525	AAAGCAAAGTAGCGGT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	5,154	2,170	0.024641	0.168164	2,127	3,028.477539	29.687895	0.980291	AAAGCAAAGTCGTACT-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	2,978	1,441	0.07186	0.173228	1,414	2,526.787598	38.303539	1.515899	AAAGCAACACCTCGTT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	3,716	1,758	0.017492	0.141884	1,729	2,832.350098	26.270525	0.927517	AAAGCAACACGTGAGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	3,274	1,582	0.047037	0.195965	1,554	2,665.347412	34.637836	1.299562	AAAGCAACATCCGCGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	1,279	753	0.01251	0.071481	743	1,794.252563	19.927391	1.110623	AAAGCAACATCTGGTA-1-0-0
5386STDY7599667	Donor4	old	M	cells	mSchwann	3'v2	1,845	942	0.060705	0.039466	923	1,996.504517	39.690804	1.988015	AAAGCAACATGCAACT-1-0-0
5386STDY7599667	Donor4	old	M	cells	Monocyte	3'v2	11,740	3,180	0.019336	0.189873	3,091	3,212.775635	25.477673	0.793011	AAAGCAAGTACACCGC-1-0-0
5386STDY7599667	Donor4	old	M	cells	RBD	3'v2	4,732	1,821	0.03973	0.073134	1,784	2,663.302002	33.433975	1.255358	AAAGCAAGTAGCTTGT-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	2,027	1,067	0.0296	0.184066	1,045	2,212.141113	29.519171	1.334416	AAAGCAAGTCCGAAGA-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	2,502	1,205	0.040767	0.134426	1,188	2,303.086182	36.694706	1.593284	AAAGCAAGTCTGCAAT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	4,120	1,868	0.014806	0.223642	1,838	2,886.114258	23.886467	0.827634	AAAGCAAGTCTTCTCG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	2,269	1,163	0.025562	0.056974	1,141	2,270.909912	28.120819	1.238306	AAAGCAAGTGACCAAG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,673	950	0.066348	0.101633	936	2,068.476074	42.026115	2.031743	AAAGCAAGTTCTGTTT-1-0-0
5386STDY7599667	Donor4	old	M	cells	MuSC	3'v2	2,363	873	0.046974	0.115044	858	1,761.609497	32.755764	1.859423	AAAGCAAGTTGGTTTG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,271	773	0.041699	0.10942	760	1,839.931519	34.428761	1.871198	AAAGCAATCAGATAAG-1-0-0
5386STDY7599667	Donor4	old	M	cells	Pericyte	3'v2	4,668	2,027	0.061911	0.195965	1,998	2,958.915039	35.07893	1.185534	AAAGCAATCAGCGACC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	532	424	0.030075	0.059612	419	1,304.40979	25.327187	1.941659	AAAGCAATCCTCGCAT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	1,001	684	0.015984	0.099196	672	1,750.322754	21.137735	1.207648	AAAGCAATCTGACCTC-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	3,709	1,740	0.02804	0.124224	1,709	2,809.657227	31.22908	1.111491	AAAGCAATCTGGGCCA-1-0-0
5386STDY7599667	Donor4	old	M	cells	nmSchwann	3'v2	1,936	1,132	0.060434	0.090143	1,109	2,296.650879	36.211678	1.576717	AAAGTAGAGAAACCGC-1-0-0
5386STDY7599667	Donor4	old	M	cells	SMC	3'v2	1,746	823	0.152348	0.085995	808	1,749.499146	49.105133	2.806811	AAAGTAGAGATGCCAG-1-0-0
5386STDY7599667	Donor4	old	M	cells	SMC	3'v2	7,386	2,417	0.140672	0.018901	2,380	2,900.47876	46.324482	1.597132	AAAGTAGAGATGTAAC-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	3,724	1,696	0.038937	0.127503	1,661	2,738.51123	32.106472	1.172406	AAAGTAGAGGAATTAC-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	5,089	2,088	0.024563	0.101633	2,056	2,976.592285	28.879089	0.970206	AAAGTAGCAACGCACC-1-0-0
5386STDY7599667	Donor4	old	M	cells	FB	3'v2	1,427	802	0.064471	0.149941	786	1,828.157349	33.54335	1.834817	AAAGTAGCAAGTCTGT-1-0-0
5386STDY7599667	Donor4	old	M	cells	ArtEC	3'v2	6,801	2,516	0.024114	0.195965	2,476	3,184.873535	27.476315	0.862713	AAAGTAGCAGGACCCT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	5,254	2,118	0.018081	0.138085	2,078	2,991.601074	27.21483	0.909708	AAAGTAGCAGTTTACG-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	2,379	1,162	0.02396	0.071481	1,141	2,266.423828	23.760969	1.04839	AAAGTAGCATCGGTTA-1-0-0
5386STDY7599667	Donor4	old	M	cells	mSchwann	3'v2	3,414	1,485	0.150264	0.020683	1,453	2,464.409668	45.585491	1.849753	AAAGTAGGTAAGGGCT-1-0-0
5386STDY7599667	Donor4	old	M	cells	CapEC	3'v2	4,378	1,908	0.018273	0.158672	1,868	2,883.363281	26.91893	0.933595	AAAGTAGGTCTAGTGT-1-0-0

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