Datasets:

ayush-yadavv
/

nhanes_celiac_data

age_at_diagnosis float64 5 80	current_age float64 5.35 89.7	years_of_symptoms_before_diagnosis float64 0 15	bmi float64 16 35	followup_years float64 0 10	sex stringclasses 2 values	marsh_grade_at_diagnosis stringclasses 6 values	mucosal_healing_on_followup stringclasses 2 values	rcd_type stringclasses 2 values	smoking_status stringclasses 3 values	gfd_adherence stringclasses 4 values	family_history_of_malignancy stringclasses 2 values	hla_risk stringclasses 3 values	celiac_serology_risk int64 0 2	source_cycle stringclasses 2 values
43.709344	51.636714	6.324301	27.797983	7.92737	Female	3b	Yes	null	Never	Good	No	Low	1	2011-2012
16.236221	17.387164	9.229783	25.323329	1.150943	Male	3c	Yes	null	Never	Good	No	Medium	0	2011-2012
32.010231	34.03695	10.109577	23.318737	2.026719	Female	2	Yes	null	Never	Partial	No	Medium	1	2009-2010
16.845978	18.566905	9.369384	17.389851	1.720927	Female	3c	Yes	RCD_I	Never	Partial	No	High	2	2011-2012
42.552247	44.725736	5.352402	24.577668	2.173489	Female	3c	Yes	RCD_I	Former	Good	No	Low	1	2011-2012
52.446642	59.525562	10.754261	25.458955	7.07892	Female	3b	Yes	null	Never	Good	No	High	1	2009-2010
40.70136	49.472947	10.544043	18.599722	8.771587	Male	3b	Yes	RCD_I	Never	Excellent	No	Medium	1	2009-2010
49.634876	54.230992	13.781204	23.18218	4.596117	Female	1	Yes	RCD_I	Never	Poor	Yes	Medium	1	2009-2010
24.458688	27.939099	7.22119	24.645258	3.480411	Male	0	Yes	null	Former	Partial	No	Medium	1	2009-2010
61.733832	63.475847	2.212415	16.20882	1.742015	Female	3b	Yes	null	Current	Partial	No	Low	1	2009-2010
59.682746	60.035095	10.792097	29.465102	0.352349	Male	3c	No	RCD_II	Never	Poor	Yes	Medium	2	2011-2012
17.121205	22.550368	3.426795	32.115338	5.429163	Male	3b	No	null	Former	Good	Yes	Medium	1	2011-2012
13.798114	15.069307	7.449813	23.257227	1.271193	Female	1	Yes	RCD_II	Former	Good	No	Medium	2	2009-2010
13.222115	15.388937	1.247834	28.987202	2.166822	Female	3a	Yes	null	Never	Partial	No	Medium	1	2011-2012
10.717941	20.704884	5.423106	21.402168	9.986943	Male	3b	Yes	RCD_II	Former	Good	No	Medium	2	2009-2010
10.202098	10.937708	14.831359	26.525698	0.73561	Male	3c	Yes	null	Current	Poor	Yes	Medium	2	2009-2010
17.907489	18.695769	1.546182	19.015508	0.78828	Female	3c	No	null	Current	Good	Yes	Low	1	2011-2012
17.00187	25.802637	2.338322	20.137691	8.800767	Female	3c	Yes	null	Never	Good	No	Low	0	2009-2010
19.534185	23.610267	0.3766	27.95909	4.076082	Female	3a	Yes	RCD_II	Never	Good	No	Low	2	2009-2010
52.306625	58.59536	7.955354	25.091369	6.288735	Female	3b	No	null	Never	Excellent	Yes	High	1	2011-2012
79.502064	80.456737	12.263434	16.973364	0.954673	Female	3c	Yes	RCD_I	Current	Poor	No	High	2	2011-2012
62.674056	72.068372	5.135196	26.300389	9.394316	Female	3b	No	RCD_I	Never	Good	No	High	2	2009-2010
18.321486	22.863679	2.556067	22.770859	4.542192	Female	3a	No	null	Never	Good	No	Medium	1	2011-2012
51.652211	55.252199	10.948038	18.937485	3.599988	Female	3c	Yes	null	Former	Poor	No	High	2	2011-2012
34.379582	44.308788	10.548531	22.187867	9.929206	Female	3a	Yes	null	Former	Good	No	High	0	2011-2012
74.393624	84.292855	0.509097	25.025607	9.899231	Female	2	Yes	null	Current	Excellent	No	High	0	2009-2010
49.735593	55.352323	12.719557	21.25815	5.61673	Female	3c	Yes	null	Never	Good	Yes	Medium	1	2011-2012
10.326843	16.103898	3.81924	24.98066	5.777055	Female	2	Yes	null	Never	Excellent	Yes	Medium	0	2011-2012
56.853983	57.197257	1.105906	26.729121	0.343274	Female	3b	Yes	null	Never	Good	No	Low	2	2011-2012
54.000494	57.327401	5.877765	29.078228	3.326907	Female	0	No	null	Never	Good	Yes	Medium	1	2011-2012
70.848074	79.102443	11.834932	26.565373	8.254369	Female	1	No	null	Current	Partial	Yes	Medium	2	2009-2010
73.720313	81.632199	10.8918	31.688802	7.911887	Male	0	No	null	Never	Excellent	No	Medium	1	2011-2012
8.008743	13.094821	12.794822	19.501057	5.086078	Male	2	Yes	null	Never	Poor	No	Medium	1	2011-2012
27.291059	33.089401	4.469488	31.019552	5.798342	Female	1	No	null	Current	Good	No	Low	1	2009-2010
46.991237	50.351299	4.960898	22.433185	3.360062	Male	3b	No	null	Former	Good	No	Low	1	2011-2012
12.641929	13.937786	12.839016	24.283885	1.295857	Male	3a	Yes	null	Never	Poor	No	Medium	1	2009-2010
66.979273	71.560657	3.973274	25.962246	4.581384	Male	2	Yes	null	Never	Excellent	No	High	1	2009-2010
42.730445	45.136697	2.231617	22.322312	2.406252	Female	2	Yes	RCD_II	Never	Good	No	Low	2	2009-2010
58.711301	61.77804	6.602847	24.661303	3.06674	Female	3b	Yes	null	Former	Excellent	No	Medium	1	2009-2010
22.32771	29.394706	6.410122	25.184481	7.066996	Female	3a	No	null	Former	Partial	No	Medium	0	2011-2012
53.444592	54.733643	1.542984	21.235138	1.289051	Female	3c	Yes	null	Former	Good	No	Low	1	2009-2010
24.310941	28.596867	0.761284	21.266552	4.285926	Female	2	Yes	null	Current	Partial	No	Low	1	2009-2010
66.12048	66.843342	5.268755	25.438014	0.722862	Female	0	No	null	Never	Partial	No	Low	2	2009-2010
16.586915	25.715733	4.576933	27.05629	9.128817	Male	3b	Yes	null	Never	Excellent	No	Medium	0	2009-2010
19.03432	27.121407	1.992788	30.171718	8.087086	Female	1	Yes	null	Never	Poor	No	Medium	1	2009-2010
60.099087	67.685002	10.538417	18.853064	7.585915	Male	3b	No	null	Never	Good	No	Medium	1	2011-2012
14.076179	15.372266	5.788884	28.108704	1.296087	Male	2	No	null	Former	Partial	No	Medium	1	2011-2012
79.663734	87.838194	2.082531	17.307205	8.17446	Female	3a	Yes	null	Never	Poor	No	High	1	2011-2012
6.144863	7.440708	11.789012	26.127	1.295845	Male	3c	Yes	null	Former	Good	No	High	0	2009-2010
10.113996	15.73093	11.879446	20.60293	5.616934	Female	1	Yes	null	Former	Partial	Yes	Low	1	2009-2010
62.360735	63.73859	14.408499	27.203255	1.377855	Female	3b	No	null	Never	Good	Yes	High	1	2009-2010
46.286935	52.402822	9.621562	18.327855	6.115887	Female	3c	Yes	null	Former	Good	No	Low	1	2011-2012
58.17847	61.861635	3.894619	23.165258	3.683165	Male	3b	No	RCD_I	Never	Good	No	Medium	1	2009-2010
51.899763	61.508624	5.138026	22.250956	9.608861	Female	3a	Yes	null	Never	Partial	Yes	Medium	1	2009-2010
14.885778	15.809627	4.438668	25.212939	0.923849	Male	2	Yes	null	Never	Poor	No	Medium	1	2011-2012
35.693718	36.241317	10.937024	22.419379	0.547599	Female	1	Yes	null	Never	Partial	Yes	Medium	0	2011-2012
73.119941	78.217169	3.667896	27.936335	5.097227	Male	3c	Yes	RCD_I	Never	Poor	No	Low	1	2009-2010
59.798788	66.803858	13.202405	18.995557	7.00507	Female	3a	No	RCD_I	Current	Partial	No	Low	2	2009-2010
44.559235	46.811893	1.72394	24.739215	2.252658	Male	3a	No	RCD_I	Former	Excellent	No	Low	1	2009-2010
21.293493	30.487852	10.53384	25.815739	9.194359	Male	1	No	null	Never	Excellent	No	Low	1	2011-2012
57.151569	61.010854	6.420636	30.27783	3.859285	Male	3a	Yes	RCD_I	Current	Partial	No	Low	1	2011-2012
48.602492	48.821797	11.827294	25.737467	0.219305	Male	3b	Yes	null	Never	Excellent	No	Low	1	2011-2012
39.471106	39.561737	10.369607	28.57005	0.090631	Female	3c	Yes	null	Never	Good	No	Medium	0	2009-2010
61.723257	69.962379	13.068758	20.43674	8.239121	Female	3a	Yes	RCD_I	Never	Poor	No	Low	1	2009-2010
23.962715	27.869377	0.760509	18.571855	3.906662	Male	3a	Yes	RCD_I	Never	Excellent	No	Medium	1	2011-2012
33.191621	34.267408	7.98531	19.939694	1.075787	Male	3c	Yes	null	Former	Partial	No	Low	1	2009-2010
45.385698	52.529784	1.43068	29.394198	7.144086	Female	3c	Yes	RCD_I	Former	Good	No	Medium	1	2011-2012
27.186807	27.813529	1.327864	25.459322	0.626721	Male	2	Yes	null	Never	Poor	Yes	Medium	1	2009-2010
18.41308	22.472695	2.204218	22.987687	4.059615	Female	3a	Yes	null	Former	Good	No	Low	0	2009-2010
48.911445	55.085781	0.218802	16	6.174335	Female	2	Yes	null	Never	Excellent	No	Low	0	2011-2012
42.315489	49.636687	8.089012	18.808247	7.321198	Female	3b	Yes	null	Former	Partial	No	Low	1	2009-2010
15.368417	17.462941	7.705695	19.645211	2.094524	Female	3a	No	null	Former	Excellent	No	Medium	1	2009-2010
69.346809	74.123446	7.811397	21.714261	4.776636	Male	3a	Yes	null	Current	Good	No	High	1	2011-2012
24.691267	28.486948	13.19466	21.238775	3.79568	Female	3c	No	RCD_I	Former	Excellent	No	Medium	1	2011-2012
27.043757	33.646485	8.470184	28.237875	6.602728	Female	3b	Yes	null	Never	Poor	No	Low	2	2009-2010
69.37422	74.698424	12.485803	20.946393	5.324203	Male	3b	Yes	null	Former	Excellent	No	Medium	1	2009-2010
75.824918	76.829554	0.695344	22.528076	1.004636	Female	2	Yes	RCD_I	Current	Good	No	Low	2	2011-2012
31.714546	38.810338	8.358575	20.377379	7.095792	Female	3b	Yes	null	Former	Good	No	Low	0	2009-2010
79.710893	82.350829	11.176276	16	2.639936	Female	1	No	null	Never	Poor	Yes	Medium	2	2011-2012
24.719319	31.324238	13.453701	23.920719	6.604919	Female	3c	Yes	null	Never	Poor	No	Medium	2	2011-2012
66.454867	66.598569	2.809096	18.007347	0.143702	Female	3c	Yes	null	Never	Good	No	Medium	1	2009-2010
27.364797	37.223753	10.063435	26.337875	9.858955	Female	3c	Yes	null	Never	Partial	No	Medium	1	2011-2012
63.517019	69.104877	4.987456	23.447666	5.587858	Male	3b	Yes	RCD_I	Never	Partial	No	High	1	2011-2012
57.679904	64.219118	7.9304	19.079161	6.539214	Female	3c	Yes	null	Never	Good	No	Medium	1	2009-2010
47.697874	50.23326	7.102433	19.833318	2.535387	Male	1	No	null	Former	Partial	Yes	High	1	2009-2010
61.102605	65.264531	1.162381	16	4.161925	Female	3a	No	null	Current	Good	No	High	1	2011-2012
61.986774	64.290981	4.298785	25.328751	2.304207	Male	2	Yes	null	Never	Poor	Yes	Medium	1	2009-2010
13.547442	22.406465	4.38599	21.506199	8.859024	Female	3b	Yes	null	Never	Good	No	Low	0	2009-2010
15.082507	19.737707	0.129281	26.938662	4.6552	Female	3c	No	null	Never	Poor	No	Medium	1	2009-2010
56.206769	64.475973	3.786216	24.619994	8.269204	Female	3c	Yes	null	Current	Partial	No	Low	1	2011-2012
19.975534	23.903611	5.034883	30.8363	3.928077	Male	3b	Yes	RCD_I	Never	Excellent	No	Low	1	2009-2010
32.179542	33.98598	13.596111	23.05147	1.806437	Female	1	No	null	Never	Poor	Yes	Low	0	2009-2010
74.750504	76.29339	13.342939	24.984717	1.542886	Female	3a	No	null	Never	Partial	No	Low	2	2011-2012
23.142037	29.416188	5.961651	24.756686	6.274151	Female	3c	Yes	null	Former	Good	No	High	0	2009-2010
11.691663	15.778788	1.071377	32.170631	4.087125	Female	1	No	null	Never	Excellent	No	High	1	2009-2010
28.533661	30.008506	7.121357	22.996613	1.474845	Female	3b	Yes	null	Never	Poor	No	High	1	2009-2010
44.013555	51.140383	7.005528	22.298686	7.126828	Female	2	No	null	Never	Excellent	No	Low	1	2009-2010
56.222331	65.785643	4.858753	28.987849	9.563312	Male	3b	Yes	null	Never	Good	No	Low	1	2011-2012
53.381202	60.520481	9.545381	28.40928	7.139279	Male	2	No	null	Former	Excellent	Yes	Medium	1	2011-2012
67.838104	68.303504	11.349279	24.583018	0.4654	Male	3c	Yes	null	Never	Partial	No	High	1	2009-2010

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