Split (1)

train · 10.1k rows

filename stringlengths 14 14 ⌀	age float64 9.47 98.6 ⌀	gender stringclasses 2 values	race stringclasses 3 values	ethnicity stringclasses 2 values	language stringclasses 4 values	marriage_status stringclasses 7 values	glaucoma stringclasses 2 values	use stringclasses 3 values	md float64 -32.53 2.56 ⌀	se float64 -17.25 18 ⌀	avgcdratio float64 0 0.96 ⌀	rnflt float64 5.96 674 ⌀	sphere float64 -14.25 18 ⌀	cylinder float64 -25 4.25 ⌀	verticalcdratio float64 0 0.98 ⌀	tds_upper float64 -33.5 3.04 ⌀	tds_lower float64 -32.96 2.65 ⌀	clocks_upper float64 0.04 736 ⌀	clocks_lower float64 0.12 562 ⌀	md_severity stringclasses 4 values	cdr_status stringclasses 3 values	near_vision_refraction_stage stringclasses 3 values	rnflt_status stringclasses 3 values
data_00401.npz	69.983562	male	black	hispanic	spanish	married/civil union	yes	training	-6.18	3.25	0.798263	57.3753	3.25	0	0.804348	-8.961538	-4.153846	62.259557	49.0558	moderate	abnormal	positive	low
data_00402.npz	70.676712	male	white	non-hispanic	english	single	yes	training	-7.18	4.5	0.421114	84.6973	4.5	0	0.511111	-7.615385	-8.115385	78.845143	80.397557	moderate	normal	positive	medium
data_00403.npz	78.887671	male	black	non-hispanic	english	single	yes	training	-8.88	1.25	0.801687	47.3771	1.25	0	0.803922	-8.961538	-9.423077	46.729171	46.258857	moderate	abnormal	positive	low
data_00404.npz	69.671233	female	white	non-hispanic	english	single	yes	training	-3.36	0	0.625305	72.2118	0	0	0.769231	-7.5	-0.115385	85.318029	54.617329	mild	borderline	neutral	low
data_00405.npz	58.019178	female	black	non-hispanic	english	legally separated	yes	training	-7.23	4.5	0.633026	79.1607	4.5	0	0.58	-10.115385	-5.384615	71.124171	77.222857	moderate	borderline	positive	medium
data_00406.npz	67.608219	male	white	non-hispanic	english	married/civil union	no	training	1.75	1	0.591032	93.1979	1.5	-1.5	0.622222	2.307692	1.192308	90.638257	91.518229	normal	normal	positive	high
data_00407.npz	69.493151	female	white	non-hispanic	english	single	no	training	-0.69	7	0.524176	76.524	7	0	0.603774	-0.076923	-1.269231	71.543486	73.564314	normal	normal	positive	low
data_00408.npz	73.317808	male	white	non-hispanic	english	married/civil union	no	training	-0.49	1.25	0.586757	86.0463	1.25	0	0.56	-0.384615	-0.5	84.755414	80.322771	normal	normal	positive	medium
data_00409.npz	90.69589	female	white	non-hispanic	english	widowed	no	training	-1	7.5	0.387114	96.4348	7.5	0	0.37037	-0.346154	-1.346154	94.2799	86.843957	normal	normal	positive	high
data_00410.npz	57.950685	female	white	hispanic	english	married/civil union	yes	training	-11.23	4.25	0.571376	99.0791	4.25	0	0.53125	-10.615385	-11.269231	96.161886	89.389557	moderate	normal	positive	high
data_00411.npz	84.345205	male	white	non-hispanic	english	single	no	training	-0.16	3.25	0.481613	72.2881	3.25	0	0.56	0.346154	-0.538462	73.167614	63.070414	normal	normal	positive	low
data_00412.npz	66.367123	male	white	non-hispanic	english	married/civil union	no	training	0.5	1	0.505358	72.9519	1	0	0.475	0.538462	0.423077	68.8452	70.393086	normal	normal	positive	low
data_00413.npz	79.575342	female	white	non-hispanic	english	married/civil union	yes	training	-13.81	4.5	0.839443	60.542	4.5	0	0.821429	-23.192308	-4.730769	65.985886	51.7554	severe	abnormal	positive	low
data_00414.npz	50.706849	male	black	non-hispanic	english	divorced	no	training	-0.33	4	0.634138	84.8495	4	0	0.642857	0.461538	-0.961538	86.384471	71.962443	normal	borderline	positive	medium
data_00415.npz	73.915068	female	white	non-hispanic	english	married/civil union	yes	training	-5.95	3.75	0.53566	59.8924	3	-0.75	0.76087	-7.692308	-4.769231	64.713057	52.7554	mild	normal	positive	low
data_00416.npz	93.153425	male	white	non-hispanic	english	widowed	yes	training	-22.35	6	0.797427	56.8588	4.5	-3.25	0.830189	-19.346154	-23.807692	54.230457	57.375614	severe	abnormal	positive	low
data_00417.npz	29.679452	female	black	hispanic	english	single	no	training	0.6	0	0.581811	89.8828	0	0	0.527273	0.538462	0.653846	85.178114	83.252486	normal	normal	neutral	medium
data_00418.npz	53.446575	female	white	hispanic	spanish	married/civil union	no	training	-0.22	3	0.760017	89.2131	3	0	0.655738	-0.115385	-0.307692	83.154157	85.199129	normal	abnormal	positive	medium
data_00419.npz	75.169863	female	white	non-hispanic	english	widowed	yes	training	-9.47	2.75	0.730318	58.0158	3.5	-1.25	0.754386	-4.192308	-14.115385	53.100229	60.6297	moderate	abnormal	positive	low
data_00420.npz	66.923288	male	white	non-hispanic	english	single	yes	training	-8.68	1	0.714981	62.3171	1	0	0.727273	-11.038462	-7.038462	63.743014	57.094886	moderate	abnormal	positive	low
data_00421.npz	74.663014	female	white	non-hispanic	english	married/civil union	no	training	-0.65	3	0.545009	84.6434	3	0	0.6	0.115385	-1.538462	78.153757	83.509014	normal	normal	positive	medium
data_00422.npz	36.605479	male	white	non-hispanic	english	married/civil union	no	training	0.3	2.25	0.692591	100.887	2.25	0	0.661765	0.538462	0.038462	101.480757	92.739229	normal	borderline	positive	high
data_00423.npz	14.742466	male	asian	non-hispanic	english	single	yes	training	-11.1	2	0.35933	78.2792	2	0	0.365385	-15.538462	-9.653846	73.4431	75.1298	moderate	normal	positive	medium
data_00424.npz	59.367123	male	white	non-hispanic	english	married/civil union	yes	training	-7.69	-7	0.698958	59.3041	-7	0	0.75	-8.807692	-5.961538	57.132143	59.080814	moderate	borderline	negative	low
data_00425.npz	19.178082	male	white	non-hispanic	english	single	no	training	0.48	3	0.561573	100.485	3	0	0.539683	0.884615	0.115385	94.300414	92.4278	normal	normal	positive	high
data_00426.npz	64.260274	female	white	non-hispanic	english	single	no	training	1.53	3.75	0.706987	87.0045	3.75	0	0.676923	1.730769	1.269231	81.103114	82.546343	normal	abnormal	positive	medium
data_00427.npz	20.673973	male	white	non-hispanic	english	single	no	training	-0.88	0	0.721609	78.4992	0	0	0.730769	-0.884615	-0.846154	73.557043	75.565586	normal	abnormal	neutral	medium
data_00428.npz	66.89589	female	white	non-hispanic	english	married/civil union	no	training	1.33	3.5	0.11307	84.6468	3.5	0	0.177778	0.692308	1.884615	87.073429	74.076343	normal	normal	positive	medium
data_00429.npz	69.821918	female	white	non-hispanic	english	divorced	yes	training	-3.69	6.25	0.633188	75.8044	7	-1.25	0.618182	-3.653846	-4.230769	79.625171	69.645571	mild	borderline	positive	low
data_00430.npz	57.994521	female	white	non-hispanic	english	married/civil union	yes	training	-3.97	0	0.694937	61.9204	0	0	0.705882	-5.038462	-2.769231	66.987043	52.239686	mild	borderline	neutral	low
data_00431.npz	65.421918	male	white	non-hispanic	english	married/civil union	no	training	-0.77	3	0.79024	77.7687	3	0	0.754386	-0.653846	-0.615385	74.562386	72.6096	normal	abnormal	positive	medium
data_00432.npz	77.290411	male	white	non-hispanic	english	married/civil union	no	training	-0.92	3.25	0.734492	84.967	3.25	0	0.741379	-0.153846	-1.153846	83.350243	75.496571	normal	abnormal	positive	medium
data_00433.npz	80.413699	male	black	non-hispanic	english	married/civil union	no	training	-0.47	1	0.714441	71.9158	1.75	-2	0.678571	-0.653846	-0.269231	70.526843	68.6891	normal	abnormal	positive	low
data_00434.npz	87.819178	female	white	non-hispanic	english	married/civil union	yes	training	-3.35	3	0.057032	87.0417	3	0	0.052632	-1.615385	-5.769231	81.464886	83.021857	mild	normal	positive	medium
data_00435.npz	54.961644	male	white	non-hispanic	english	married/civil union	no	training	-0.27	3.75	0.799442	89.5232	3.75	0	0.737705	0.384615	-0.884615	86.834014	81.407843	normal	abnormal	positive	medium
data_00436.npz	57.646575	male	asian	non-hispanic	other languages	married/civil union	yes	training	-4.57	4.75	0.727607	107.923	4.75	0	0.66129	-3.230769	-6.115385	104.5866	96.455414	mild	abnormal	positive	high
data_00437.npz	48.369863	male	black	non-hispanic	english	married/civil union	no	training	-0.83	3.75	0.733822	84.5414	-2.5	-1.5	0.722222	-1.115385	-0.269231	87.497971	73.1909	normal	abnormal	positive	medium
data_00438.npz	46.827397	female	white	non-hispanic	english	life partner	yes	training	-5.07	2	0.460398	85.2841	2	0	0.46	-4.230769	-5.769231	82.828143	76.091986	mild	normal	positive	medium
data_00439.npz	79.142466	female	white	non-hispanic	english	married/civil union	yes	training	-5.54	0	0.668599	64.5648	-1.5	-1.25	0.733333	-9.576923	-3.153846	67.811414	55.749014	mild	borderline	neutral	low
data_00440.npz	60.917808	female	white	non-hispanic	english	married/civil union	no	training	1.42	3	0.305259	104.283	3	0	0.333333	1.461538	1.5	97.411771	96.740243	normal	normal	positive	high
data_00441.npz	37.093151	female	black	non-hispanic	english	single	no	training	-0.73	0.75	0.288948	115.823	0.75	0	0.258065	-1.192308	-0.461538	108.2976	106.854343	normal	normal	positive	high
data_00442.npz	62.624658	male	white	non-hispanic	english	divorced	no	training	0.31	-1.75	0.734589	77.5419	-1.75	0	0.666667	0.423077	0.461538	74.821729	70.690414	normal	abnormal	negative	low
data_00443.npz	76.512329	female	black	non-hispanic	english	single	yes	training	-5.73	2.75	0.668991	80.1276	2.75	0	0.645833	-8.153846	-3.576923	72.311386	77.957657	mild	borderline	positive	medium
data_00444.npz	76.813699	female	black	non-hispanic	english	widowed	yes	training	-8.05	2.5	0.707894	67.4469	2.5	0	0.714286	-9.730769	-6.961538	75.953143	54.598671	moderate	abnormal	positive	low
data_00445.npz	57.345205	male	black	non-hispanic	english	married/civil union	yes	training	-9.51	3	0.896047	59.89	3	0	0.869565	-12.5	-6.846154	61.121329	54.677186	moderate	abnormal	positive	low
data_00446.npz	35.389041	female	asian	non-hispanic	english	married/civil union	no	training	-0.07	-2.75	0.727256	76.8013	-2.75	0	0.679245	-0.115385	0.115385	70.487957	74.159857	normal	abnormal	negative	low
data_00447.npz	83.454795	female	white	non-hispanic	english	single	yes	training	-5.09	1.75	0.773435	59.4168	1.75	0	0.822222	-1.653846	-8.230769	59.039957	57.472929	mild	abnormal	positive	low
data_00448.npz	63.391781	male	white	non-hispanic	english	married/civil union	no	training	0.54	-0.25	0.469831	71.447	-0.25	0	0.466667	0.038462	0.807692	72.579814	63.014871	normal	normal	neutral	low
data_00449.npz	83.035616	female	white	non-hispanic	english	married/civil union	no	training	-0.81	3.5	0.293738	92.9752	3.25	-1.5	0.320755	0.115385	-1.653846	86.073314	92.806429	normal	normal	positive	high
data_00450.npz	41.20274	male	white	non-hispanic	english	married/civil union	yes	training	-10.34	3	0.068843	80.7236	3	0	0.061225	-11.923077	-12.807692	73.312	83.8778	moderate	normal	positive	medium
data_00451.npz	77	female	white	non-hispanic	english	married/civil union	yes	training	-3.14	0	0.503484	79.9757	5.75	-1.25	0.615385	-2.269231	-4.307692	73.512543	79.6534	mild	normal	neutral	medium
data_00452.npz	77.386301	female	white	non-hispanic	english	married/civil union	yes	training	-3.63	-1	0.723339	63.4205	-1	0	0.782609	-6.346154	-1.769231	70.124586	52.334929	mild	abnormal	negative	low
data_00453.npz	73.819178	male	white	non-hispanic	english	married/civil union	no	training	-0.57	5.75	0.738045	74.7366	5.75	0	0.731343	-0.076923	-0.846154	65.562957	76.746686	normal	abnormal	positive	low
data_00454.npz	53.139726	female	black	non-hispanic	english	single	yes	training	-7.58	1	0.57622	85.413	1	0	0.54902	-6.884615	-8.730769	72.996757	89.008014	moderate	normal	positive	medium
data_00455.npz	65.969863	male	white	non-hispanic	english	married/civil union	no	training	0.17	5	0.719506	78.8425	5	0	0.673913	0.692308	-0.384615	77.333057	72.592286	normal	abnormal	positive	medium
data_00456.npz	61.884932	female	white	non-hispanic	english	married/civil union	yes	training	-9.47	3	0.712461	85.6626	3	0	0.701754	-8.153846	-11.615385	81.592486	78.281186	moderate	abnormal	positive	medium
data_00457.npz	74.778082	male	white	non-hispanic	english	married/civil union	no	training	-0.43	2.25	0.713193	70.1806	2.25	0	0.653061	-0.346154	-0.5	69.699457	63.349743	normal	abnormal	positive	low
data_00458.npz	75.90411	female	black	non-hispanic	english	married/civil union	yes	training	-12.44	3.25	0.800214	55.2919	3.25	0	0.826923	-23.423077	-2.884615	60.916229	45.764457	severe	abnormal	positive	low
data_00459.npz	75.158904	female	asian	non-hispanic	other languages	married/civil union	no	training	-0.45	2.75	0.671817	88.9363	2.75	0	0.65	-0.192308	-0.846154	87.5066	80.741986	normal	borderline	positive	medium
data_00460.npz	83.183562	male	asian	non-hispanic	english	married/civil union	yes	training	-6.03	3.5	0.776543	59.3968	5.5	2.5	0.734375	-3.423077	-8.153846	62.665557	54.925314	moderate	abnormal	positive	low
data_00461.npz	54.619178	female	white	non-hispanic	english	married/civil union	no	training	-0.33	2	0.773993	76.594	2	0	0.781818	0.423077	-1.192308	62.178629	81.602686	normal	abnormal	positive	low
data_00462.npz	58.635616	male	black	non-hispanic	english	single	yes	training	-9.78	2.75	0.738425	67.6301	2.75	0	0.734375	-15.307692	-5.423077	65.548657	64.1515	moderate	abnormal	positive	low
data_00463.npz	66.6	female	white	non-hispanic	english	widowed	yes	training	-5.65	4.25	0.53033	76.8817	4.25	-1.75	0.613636	-4.846154	-6.576923	65.768443	79.893657	mild	normal	positive	low
data_00464.npz	55.358904	male	black	hispanic	english	married/civil union	yes	training	-10.65	3	0.688783	74.9885	3	0	0.614035	-12.115385	-9.846154	71.431043	72.939186	moderate	borderline	positive	low
data_00465.npz	84.832877	male	white	non-hispanic	english	married/civil union	yes	training	-4.73	4	0.084415	93.1204	4.75	-1.5	0.065217	-4.769231	-4.923077	92.783914	88.940643	mild	normal	positive	high
data_00466.npz	65.293151	male	white	non-hispanic	english	married/civil union	yes	training	-6.48	5.5	0.777162	86.1676	5.5	0	0.761905	-10.076923	-4.192308	83.518957	82.034814	moderate	abnormal	positive	medium
data_00467.npz	54.980822	female	white	non-hispanic	english	married/civil union	yes	training	-3.42	3.5	0.332012	74.7891	3.5	0	0.361702	-3.038462	-3.307692	72.891429	69.874271	mild	normal	positive	low
data_00468.npz	46.49589	female	white	non-hispanic	english	single	no	training	0.59	-3.5	0.670201	79.5384	-3.5	0	0.591837	1.384615	0.115385	74.068914	76.923914	normal	borderline	negative	medium
data_00469.npz	77.413699	female	white	non-hispanic	english	married/civil union	yes	training	-18.32	-1.75	0.707451	72.3719	-1.75	0	0.775862	-13.923077	-20.076923	61.587171	84.9957	severe	abnormal	negative	low
data_00470.npz	60.523288	male	white	non-hispanic	english	single	yes	training	-19.62	3.25	0.76712	91.6648	3.25	0	0.816327	-17.846154	-21.384615	89.0064	90.233414	severe	abnormal	positive	high
data_00471.npz	84.846575	female	black	non-hispanic	english	widowed	yes	training	-5.02	2.75	0.763169	70.7346	2.75	0	0.77193	-5.5	-4.538462	73.527086	65.395771	mild	abnormal	positive	low
data_00472.npz	65.257534	female	white	non-hispanic	english	single	no	training	-0.43	2.5	0.696427	70.591	1.5	-1.25	0.673469	-0.961538	-0.269231	73.289186	62.774443	normal	borderline	positive	low
data_00473.npz	61.465753	male	white	non-hispanic	english	married/civil union	no	training	-0.16	4.25	0.600257	93.1049	4.25	0	0.6	-1.192308	0.692308	87.042057	88.077029	normal	borderline	positive	high
data_00474.npz	42.158904	male	asian	non-hispanic	english	single	no	training	-0.64	3.25	0.69135	90.0987	-1.25	-1.5	0.660377	-0.038462	-0.923077	87.064929	85.093686	normal	borderline	positive	high
data_00475.npz	76.345205	female	black	non-hispanic	english	divorced	yes	training	-6.16	3.25	0.739784	89.7962	3.25	0	0.734375	-5.461538	-6.730769	83.367957	86.397843	moderate	abnormal	positive	medium
data_00476.npz	62.531507	male	white	non-hispanic	english	married/civil union	no	training	0.35	1.75	0.470131	90.9137	1.75	0	0.469388	0.846154	0	91.004457	84.052057	normal	normal	positive	high
data_00477.npz	65.460274	female	white	non-hispanic	english	married/civil union	no	training	0.72	3.25	0.750973	82.8035	0	-2	0.754098	0.538462	0.884615	82.215357	71.425571	normal	abnormal	positive	medium
data_00478.npz	51.208219	male	black	non-hispanic	english	married/civil union	no	training	0.23	4.5	0.627226	86.983	4.5	0	0.581818	0.423077	0.038462	86.082414	80.178757	normal	borderline	positive	medium
data_00479.npz	72.252055	female	white	hispanic	spanish	married/civil union	yes	training	-4.19	2.5	0.507747	84.3953	2.5	0	0.545455	-5.576923	-3.807692	82.215457	75.238771	mild	normal	positive	medium
data_00480.npz	66.106849	female	white	hispanic	english	single	no	training	-0.69	6	0.516975	103.547	6	0	0.5	-1	-0.5	93.397829	102.794314	normal	normal	positive	high
data_00481.npz	53.076712	female	asian	non-hispanic	other languages	married/civil union	yes	training	-4.07	2	0.78231	77.993	2	0	0.757576	-3.538462	-4.038462	77.455471	70.392414	mild	abnormal	positive	medium
data_00482.npz	72.671233	female	white	non-hispanic	english	married/civil union	no	training	1.56	3.75	0.657849	104.358	3.75	0	0.655738	2.153846	1.153846	102.809743	95.470314	normal	borderline	positive	high
data_00483.npz	29.567123	female	white	hispanic	spanish	single	yes	training	-8.23	-3.5	0.626587	85.1031	-3.5	0	0.586957	-8.153846	-9.038462	81.925343	77.967243	moderate	borderline	negative	medium
data_00484.npz	93.654795	female	white	non-hispanic	english	widowed	yes	training	-8.25	3.25	0.811469	66.2264	3.25	0	0.733333	-9.153846	-7.730769	81.916771	58.818229	moderate	abnormal	positive	low
data_00485.npz	73.167123	female	black	non-hispanic	english	single	yes	training	-4.04	2.5	0.72759	71.9739	3.25	-1.25	0.694915	-3.115385	-4.807692	63.2761	75.125786	mild	abnormal	positive	low
data_00486.npz	60.287671	female	white	non-hispanic	english	married/civil union	yes	training	-16.34	3.5	0.156288	84.5753	3.5	0	0.22449	-14.769231	-19.115385	77.9008	82.097714	severe	normal	positive	medium
data_00487.npz	37.315068	male	white	non-hispanic	english	married/civil union	no	training	-0.95	1	0.591056	99.2133	1	0	0.568627	-0.769231	-1.384615	93.7745	93.648443	normal	normal	positive	high
data_00488.npz	78.616438	female	white	non-hispanic	english	married/civil union	yes	training	-3.9	7	0.552583	76.1659	7.25	-1.5	0.555556	-3.423077	-5.461538	73.393243	72.252629	mild	normal	positive	low
data_00489.npz	72.50411	female	white	hispanic	spanish	legally separated	yes	training	-4.18	4	0.679647	88.3281	4	0	0.642857	-2.807692	-6.846154	89.510986	79.859686	mild	borderline	positive	medium
data_00490.npz	63.273973	female	white	non-hispanic	english	single	no	training	0.39	3.5	0.173002	95.1708	3.5	0	0.155556	1.038462	0.038462	95.217271	85.035714	normal	normal	positive	high
data_00491.npz	39.865753	female	black	non-hispanic	english	single	no	training	-0.99	0	0.600703	56.4512	0	0	0.537037	-1.384615	-0.730769	90.210414	21.931286	normal	borderline	neutral	low
data_00492.npz	75.452055	male	white	non-hispanic	english	married/civil union	yes	training	-3.94	3.25	0.690156	77.3146	-2.5	-4	0.74	-2.5	-5	79.832414	66.781714	mild	borderline	positive	low
data_00493.npz	25.405479	female	asian	non-hispanic	english	single	no	training	-0.72	0.25	0.604416	82.6716	0.25	0	0.468085	-0.807692	-0.538462	78.514113	72.1488	normal	borderline	neutral	medium
data_00494.npz	73.39726	female	white	non-hispanic	english	married/civil union	yes	training	-19.76	3.25	0.474678	45.5071	5.5	-4	0.538462	-12.192308	-26.346154	45.090586	44.806457	severe	normal	positive	low
data_00495.npz	60.183562	male	black	non-hispanic	english	divorced	yes	training	-5.29	4	0.593279	77.9076	3.75	-1.75	0.571429	-3.961538	-7.230769	84.231857	62.759729	mild	normal	positive	medium
data_00496.npz	67.482192	female	white	non-hispanic	english	widowed	yes	training	-5.23	1.75	0.711148	73.4083	3	-1.25	0.722222	-4.923077	-6.576923	69.787586	70.526314	mild	abnormal	positive	low
data_00497.npz	49.989041	female	white	non-hispanic	english	married/civil union	no	training	0.9	2	0.611341	81.8123	2	0	0.660377	1.269231	0.769231	75.269814	77.683086	normal	borderline	positive	medium
data_00498.npz	69.621918	female	white	non-hispanic	english	married/civil union	yes	training	-3.86	3.25	0.708768	78.7398	3.25	0	0.693548	-2.230769	-7.692308	73.629414	75.528729	mild	abnormal	positive	medium
data_00499.npz	65.041096	male	white	non-hispanic	english	married/civil union	no	training	-0.25	3.25	0.649629	83.0034	3.25	0	0.639344	-0.115385	-0.038462	76.005086	81.474129	normal	borderline	positive	medium
data_00500.npz	65.153425	female	white	non-hispanic	english	married/civil union	no	training	0.33	2.75	0.607044	84.9058	2.75	0	0.629032	0.346154	0.461538	85.490329	73.700971	normal	borderline	positive	medium

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