Split (1)

train · 18.1k rows

gene large_stringlengths 2 15	gene_id large_stringlengths 15 15	transcript large_stringlengths 15 15	mane_select bool 2 classes	pli float64 0 1 ⌀	loeuf float64 0.04 2 ⌀	oe_lof float64 0 7.72 ⌀	oe_lof_lower float64 0 1.91 ⌀	lof_z float64 -13.11 25.9 ⌀	mis_z float64 -15.7 16.1 ⌀	syn_z float64 -13.7 7.19 ⌀	oe_mis float64 0 2.86 ⌀	obs_lof int64 0 1.46k ⌀	exp_lof float64 0.07 3.18k ⌀	constraint_flags large_stringclasses 15 values
A1BG	ENSG00000121410	ENST00000263100	true	0	1.34	1.0454	0.822	-0.25212	-0.86092	-0.63549	1.0927	45	43.048	[]
A1CF	ENSG00000148584	ENST00000373997	true	0	0.825	0.6432	0.506	2.5286	1.2373	0.017838	0.87591	45	69.962	[]
A2M	ENSG00000175899	ENST00000318602	true	0	0.765	0.64522	0.546	3.6475	2.7587	1.8362	0.81308	95	147.24	[]
A2ML1	ENSG00000166535	ENST00000299698	true	0	0.953	0.83042	0.725	1.8986	1.6571	0.95121	0.89262	145	174.61	[]
A3GALT2	ENSG00000184389	ENST00000442999	true	0.000001	1.529	1.0219	0.698	-0.075727	-4.0799	-3.997	1.5718	17	16.635	["outlier_mis"]
A4GALT	ENSG00000128274	ENST00000642412	true	0.075507	1.393	0.61633	0.302	0.82815	-0.27835	-1.1415	1.0343	4	6.49	[]
A4GNT	ENSG00000118017	ENST00000236709	true	0.019136	1.375	0.70072	0.383	0.74202	1.064	0.50391	0.86061	6	8.5627	[]
AAAS	ENSG00000094914	ENST00000209873	true	0	0.921	0.74437	0.605	1.9607	0.88677	0.30512	0.90971	61	81.949	[]
AACS	ENSG00000081760	ENST00000316519	true	0	0.967	0.78685	0.643	1.6414	0.48387	0.48462	0.95578	65	82.607	[]
AADAC	ENSG00000114771	ENST00000232892	true	0.000064	1.126	0.74131	0.501	1.0183	0.35127	0.67565	0.95629	16	21.584	[]
AADACL2	ENSG00000197953	ENST00000356517	true	0	1.529	1.0541	0.741	-0.19957	0.46695	0.052456	0.93994	20	18.974	[]
AADACL3	ENSG00000188984	ENST00000359318	true	0.00177	1.25	0.73695	0.454	0.821	0.13335	0.58064	0.98345	10	13.569	[]
AADACL4	ENSG00000204518	ENST00000376221	true	0.011751	1.063	0.60894	0.366	1.2738	0.18346	0.94643	0.97844	9	14.78	[]
AADAT	ENSG00000109576	ENST00000337664	true	0.46289	0.625	0.39335	0.255	2.955	2.025	0.26635	0.72351	13	33.05	[]
AAGAB	ENSG00000103591	ENST00000261880	true	0	1.156	0.83853	0.617	0.7763	-1.0037	-0.008987	1.1581	27	32.199	[]
AAK1	ENSG00000115977	ENST00000409085	true	0.99999	0.406	0.29613	0.218	5.7991	2.6964	-0.19531	0.77983	28	94.554	[]
AAMDC	ENSG00000087884	ENST00000393427	true	0.000011	1.571	1.0119	0.667	-0.03735	0.17107	0.28365	0.9596	14	13.836	[]
AAMP	ENSG00000127837	ENST00000248450	true	0.99998	0.372	0.22979	0.146	4.7159	2.395	0.63624	0.72657	12	52.222	[]
AANAT	ENSG00000129673	ENST00000392492	true	0.000688	1.283	0.77559	0.487	0.71606	-0.46577	-0.95709	1.0783	11	14.183	[]
AAR2	ENSG00000131043	ENST00000320849	true	0	1.472	1.0911	0.819	-0.41162	1.4072	0.71365	0.83064	31	28.411	[]
AARD	ENSG00000205002	ENST00000378279	true	0.000429	1.719	1.0302	0.618	-0.07562	-0.86864	0.057878	1.1673	9	8.7362	[]
AARS1	ENSG00000090861	ENST00000261772	true	0	0.772	0.6317	0.519	3.2614	1.0453	-0.004092	0.92023	69	109.23	[]
AARS2	ENSG00000124608	ENST00000244571	true	0	0.752	0.62326	0.518	3.571	1.8985	1.1422	0.8584	78	125.15	[]
AARSD1	ENSG00000266967	ENST00000427569	true	0	1.122	0.87754	0.692	0.75122	0.646	0.68847	0.92475	46	52.419	[]
AASDH	ENSG00000157426	ENST00000205214	true	0	0.946	0.77308	0.635	1.8032	0.90632	1.8858	0.92836	68	87.96	[]
AASDHPPT	ENSG00000149313	ENST00000278618	true	0.021762	0.754	0.48944	0.326	2.3948	0.43306	0.86042	0.93691	15	30.648	[]
AASS	ENSG00000008311	ENST00000417368	true	0	0.948	0.78514	0.653	1.8145	1.5093	0.92372	0.87858	78	99.345	[]
AATF	ENSG00000275700	ENST00000619387	true	0	1.033	0.80816	0.637	1.2263	0.88384	-0.2198	0.90625	46	56.919	[]
AATK	ENSG00000181409	ENST00000326724	true	0	1.574	1.3225	1.115	-2.2665	-5.6829	-6.5136	1.3946	91	68.81	["outlier_mis","outlier_syn"]
ABAT	ENSG00000183044	ENST00000268251	true	0	0.871	0.6796	0.534	2.209	0.75346	-1.1377	0.92129	45	66.216	[]
ABCA1	ENSG00000165029	ENST00000374736	true	0	0.563	0.48631	0.421	7.1162	3.076	1.3522	0.84358	130	267.32	[]
ABCA10	ENSG00000154263	ENST00000690296	true	0	1.044	0.90668	0.789	0.97905	0.9632	0.63645	0.93472	139	153.31	[]
ABCA12	ENSG00000144452	ENST00000272895	true	0	0.582	0.50866	0.444	7.149	2.9254	1.7845	0.85901	150	294.89	[]
ABCA13	ENSG00000179869	ENST00000435803	true	0	1.063	0.98071	0.905	0.33829	-0.097771	-0.40071	1.0035	420	428.26	[]
ABCA2	ENSG00000107331	ENST00000341511	true	0.99999	0.436	0.36299	0.303	8.1615	3.7441	-3.8076	0.81987	83	228.66	[]
ABCA3	ENSG00000167972	ENST00000301732	true	0	0.612	0.51233	0.43	5.4153	1.3112	-1.1766	0.92574	88	171.76	[]
ABCA4	ENSG00000198691	ENST00000370225	true	0	0.786	0.69695	0.618	4.2396	1.3815	0.32417	0.93067	190	272.62	[]
ABCA5	ENSG00000154265	ENST00000392676	true	0	0.97	0.81258	0.683	1.6526	0.33724	0.22679	0.97454	88	108.3	[]
ABCA6	ENSG00000154262	ENST00000284425	true	0	1.041	0.88865	0.76	1.0497	-0.3291	0.4385	1.0238	110	123.78	[]
ABCA7	ENSG00000064687	ENST00000263094	true	0	1.368	1.2328	1.112	-2.8253	-3.5932	-4.1534	1.1886	253	205.23	["outlier_mis"]
ABCA8	ENSG00000141338	ENST00000586539	true	0	1.086	0.94197	0.819	0.59084	0.53784	1.1437	0.96366	136	144.38	[]
ABCA9	ENSG00000154258	ENST00000340001	true	0	1.006	0.87327	0.76	1.3498	1.6275	1.4284	0.89156	138	158.03	[]
ABCB1	ENSG00000085563	ENST00000622132	true	0.000019	0.575	0.46735	0.381	5.2814	2.7727	0.85708	0.80851	64	136.94	[]
ABCB10	ENSG00000135776	ENST00000344517	true	0	1.142	0.91	0.73	0.58745	0.35076	-1.6738	0.96737	54	59.341	[]
ABCB11	ENSG00000073734	ENST00000650372	true	0	0.739	0.61106	0.507	3.6992	1.2052	-0.064409	0.91493	77	126.01	[]
ABCB4	ENSG00000005471	ENST00000649586	true	0	0.623	0.51004	0.419	4.8285	3.5556	1.8181	0.75245	69	135.28	[]
ABCB5	ENSG00000004846	ENST00000404938	true	0	1.178	1.0182	0.882	-0.17451	-2.0603	-1.6446	1.1505	130	127.67	[]
ABCB6	ENSG00000115657	ENST00000265316	true	0	0.984	0.82611	0.696	1.5378	0.90031	-0.63678	0.92676	90	108.94	[]
ABCB8	ENSG00000197150	ENST00000358849	true	0	0.894	0.70955	0.567	2.1067	0.94868	0.15398	0.91747	52	73.286	[]
ABCB9	ENSG00000150967	ENST00000280560	true	0	0.796	0.6024	0.461	2.6042	1.0889	0.40573	0.9075	36	59.761	[]
ABCC1	ENSG00000103222	ENST00000399410	true	0.000001	0.564	0.46831	0.39	5.8881	2.0321	-1.3967	0.87597	80	170.83	[]
ABCC10	ENSG00000124574	ENST00000372530	true	0	0.894	0.76515	0.656	2.4288	2.2209	1.4442	0.86298	114	148.99	[]
ABCC11	ENSG00000121270	ENST00000356608	true	0	1.004	0.86795	0.752	1.3693	1.0742	0.85839	0.92987	130	149.78	[]
ABCC12	ENSG00000140798	ENST00000311303	true	0	1.022	0.88773	0.773	1.1903	1.2083	0.71391	0.92129	139	156.58	[]
ABCC2	ENSG00000023839	ENST00000647814	true	0	0.985	0.86322	0.757	1.5629	1.0363	1.6072	0.93538	157	181.88	[]
ABCC3	ENSG00000108846	ENST00000285238	true	0	0.831	0.71358	0.614	3.1339	1.2504	1.9245	0.92362	119	166.76	[]
ABCC4	ENSG00000125257	ENST00000645237	true	0	0.647	0.53522	0.444	4.7234	2.2737	0.13339	0.83802	77	143.87	[]
ABCC5	ENSG00000114770	ENST00000334444	true	0.99932	0.455	0.36571	0.295	6.768	4.8355	1.4276	0.68809	58	158.59	[]
ABCC6	ENSG00000091262	ENST00000205557	true	0	0.917	0.7907	0.683	2.2387	1.031	0.75439	0.93407	126	159.35	[]
ABCC8	ENSG00000006071	ENST00000389817	true	0	0.829	0.71928	0.625	3.2826	2.8451	1.1937	0.8303	137	190.47	[]
ABCC9	ENSG00000069431	ENST00000261200	true	0.000007	0.557	0.4611	0.383	5.9005	7.0369	0.57664	0.55072	77	166.99	[]
ABCD2	ENSG00000173208	ENST00000308666	true	0.000077	0.714	0.52871	0.396	3.0577	2.3144	0.48193	0.78085	31	58.634	[]
ABCD3	ENSG00000117528	ENST00000370214	true	0.99014	0.484	0.35063	0.257	4.8281	2.4773	0.31408	0.7437	27	77.004	[]
ABCD4	ENSG00000119688	ENST00000356924	true	0	0.772	0.61136	0.487	3.0076	0.53147	-0.12126	0.9476	51	83.421	[]
ABCE1	ENSG00000164163	ENST00000296577	true	0.99654	0.466	0.30234	0.201	4.1636	4.7629	0.71896	0.45331	15	49.613	[]
ABCF1	ENSG00000204574	ENST00000326195	true	0	0.69	0.56704	0.468	4.1337	3.375	1.576	0.71874	72	126.98	[]
ABCF2	ENSG00000033050	ENST00000287844	true	0.003378	0.61	0.46029	0.351	3.9876	3.7095	0.019805	0.64123	35	76.039	[]
ABCF2-H2BE1	ENSG00000285292	ENST00000222388	false	0.000314	0.633	0.48318	0.372	3.8834	3.7028	0.015182	0.64469	38	78.646	[]
ABCF3	ENSG00000161204	ENST00000429586	true	0	0.776	0.62844	0.511	3.127	1.3928	0.56259	0.87699	62	98.657	[]
ABCG1	ENSG00000160179	ENST00000398449	true	0.19578	0.573	0.4158	0.305	3.9887	2.327	0.44173	0.78828	27	64.935	[]
ABCG2	ENSG00000118777	ENST00000237612	true	0	1.308	1.0838	0.902	-0.60248	0.50878	0.98433	0.94985	78	71.968	[]
ABCG4	ENSG00000172350	ENST00000619701	true	0.000035	0.694	0.52344	0.399	3.3018	3.3781	1.0941	0.6891	35	66.865	[]
ABCG5	ENSG00000138075	ENST00000405322	true	0	1.219	0.9793	0.792	0.135	-1.0834	-1.7539	1.109	58	59.226	[]
ABCG8	ENSG00000143921	ENST00000272286	true	0	1.329	1.1062	0.924	-0.77462	-2.6097	-2.2818	1.2377	82	74.129	[]
ABHD1	ENSG00000143994	ENST00000316470	true	0	1.359	1.0659	0.843	-0.37063	-0.31823	0.37384	1.0379	47	44.095	[]
ABHD10	ENSG00000144827	ENST00000273359	true	0.000012	1.037	0.71376	0.501	1.2838	0.72923	-0.33812	0.89669	20	28.021	[]
ABHD11	ENSG00000106077	ENST00000222800	true	0	1.194	0.86041	0.63	0.65018	0.96297	0.047278	0.87373	26	30.218	[]
ABHD12	ENSG00000100997	ENST00000339157	true	0	0.967	0.7352	0.565	1.5916	-0.50211	-1.0699	1.0628	37	50.326	[]
ABHD12B	ENSG00000131969	ENST00000337334	true	0	1.148	0.87583	0.675	0.69299	-0.86724	-0.67676	1.1228	38	43.387	[]
ABHD13	ENSG00000139826	ENST00000375898	true	0.97685	0.504	0.26826	0.152	3.1671	2.1696	0.46886	0.71161	7	26.094	[]
ABHD14A	ENSG00000248487	ENST00000273596	true	0.000013	1.081	0.73665	0.513	1.1332	0.45437	0.31642	0.93189	19	25.792	[]
ABHD14A-ACY1	ENSG00000114786	ENST00000463937	false	0	0.949	0.74815	0.594	1.7269	0.93324	0.84705	0.90121	49	65.495	[]
ABHD14B	ENSG00000114779	ENST00000361143	true	0	1.789	1.2699	0.89	-0.90766	0.72101	1.4746	0.88111	20	15.749	[]
ABHD15	ENSG00000168792	ENST00000307201	true	0	1.479	1.1108	0.844	-0.51956	-0.4131	-1.0194	1.0456	34	30.607	[]
ABHD16A	ENSG00000204427	ENST00000395952	true	0	0.686	0.53759	0.425	3.6634	1.9771	0.74839	0.79905	47	87.427	[]
ABHD16B	ENSG00000183260	ENST00000369916	true	0	1.955	1.7032	1.127	-1.937	-2.7289	-3.8219	1.3096	18	10.568	[]
ABHD17A	ENSG00000129968	ENST00000292577	true	0.21099	0.783	0.43371	0.254	2.0607	1.5027	-0.076804	0.78004	8	18.445	[]
ABHD17B	ENSG00000107362	ENST00000333421	true	0.85835	0.579	0.3318	0.199	2.9486	2.777	0.099517	0.60486	9	27.124	[]
ABHD17C	ENSG00000136379	ENST00000258884	true	0.012876	0.919	0.5555	0.349	1.6759	2.0635	-2.4678	0.70564	11	19.802	[]
ABHD18	ENSG00000164074	ENST00000645843	true	0.000001	1.028	0.73062	0.528	1.3081	0.33876	-0.24921	0.94947	24	32.849	[]
ABHD2	ENSG00000140526	ENST00000352732	true	0.5507	0.57	0.39244	0.275	3.6749	2.6532	0.5942	0.69833	20	50.964	[]
ABHD3	ENSG00000158201	ENST00000289119	true	0	1.211	0.94685	0.747	0.31389	0.059178	-0.51289	0.99271	46	48.582	[]
ABHD4	ENSG00000100439	ENST00000428304	true	0	1.038	0.77988	0.592	1.2315	1.427	0.48818	0.82032	34	43.597	[]
ABHD5	ENSG00000011198	ENST00000644371	true	0	0.922	0.67612	0.502	1.7972	0.70878	-0.55094	0.90677	29	42.892	[]
ABHD6	ENSG00000163686	ENST00000478253	true	0	1.067	0.78224	0.581	1.1234	1.0868	0.99014	0.8568	29	37.073	[]
ABHD8	ENSG00000127220	ENST00000247706	true	0.25012	0.664	0.41734	0.271	2.7553	0.98917	-0.22497	0.89154	13	31.149	[]
ABI1	ENSG00000136754	ENST00000376140	true	0.9998	0.41	0.25802	0.167	4.4624	2.6994	0.81479	0.70145	13	50.385	[]
ABI2	ENSG00000138443	ENST00000261018	true	0.44932	0.585	0.39841	0.277	3.52	1.8219	0.80216	0.80284	19	47.69	[]
ABI3	ENSG00000108798	ENST00000225941	true	0	1.113	0.79142	0.572	0.9732	-0.38629	-0.85011	1.0494	24	30.325	[]
ABI3BP	ENSG00000154175	ENST00000471714	true	0	0.945	0.82654	0.724	2.0061	0.56225	0.10761	0.96308	154	186.32	[]

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