Split (3)

train · 4.05k rows

age int64	condition large_string	adhd_level float64	dyslexia_severity float64	autism_score float64	focus_duration_min int64	reading_speed_wpm int64	audio_sensitivity float64	screen_sensitivity float64	prefers_visual int64	prefers_audio int64	math_interest float64	art_interest float64	science_interest float64	learning_speed large_string	font_size_target int64	pacing_target large_string	reward_freq_target large_string	gamification_target large_string	chunk_size_target large_string	tts_needed int64	opendyslexic_needed int64	low_stimulation_needed int64
12	dyslexia	0	0.936663	0	19	62	0.13324	0.264507	0	1	0.92383	0.06782	0.847382	slow	22	slow	medium	low	small	1	1	0
13	combined	0.709212	0.600455	0	7	98	0.675627	0.511174	0	0	0.283786	0.663854	0.619261	slow	18	fast	high	medium	micro	1	1	0
11	autism	0	0	0.906822	31	200	0.950566	0.593484	0	0	0.716086	0.16291	0.675907	medium	16	predictable	low	none	structured	0	0	1
10	neurotypical	0	0	0	42	269	0.830151	0.358236	0	1	0.678698	0.333813	0.582377	fast	14	standard	low	low	standard	0	0	0
12	ADHD	0.683362	0	0	5	147	0.378975	0.522997	0	1	0.766527	0.822138	0.085991	fast	16	fast	high	high	micro	0	0	0
18	neurotypical	0	0	0	35	276	0.060771	0.631514	1	1	0.75146	0.93922	0.224796	slow	14	standard	low	low	standard	0	0	0
10	neurotypical	0	0	0	29	277	0.808348	0.502728	1	1	0.947997	0.66283	0.537722	medium	14	standard	low	low	standard	0	0	0
9	combined	0.384081	0.484399	0	8	115	0.631843	0.684711	1	1	0.861571	0.094713	0.407935	slow	20	fast	high	medium	micro	1	1	0
13	autism	0	0	0.919433	15	200	0.708845	0.782513	1	0	0.01968	0.707276	0.494748	fast	16	predictable	low	none	structured	0	0	1
16	ADHD	0.651095	0	0	5	127	0.233822	0.025025	1	0	0.647652	0.635404	0.464268	fast	16	fast	high	high	micro	0	0	0
9	combined	0.353092	0.396695	0	4	104	0.340193	0.143669	1	1	0.975374	0.130766	0.37054	fast	20	fast	high	medium	micro	1	1	0
7	dyslexia	0	0.848126	0	19	110	0.835546	0.955354	0	1	0.584514	0.806472	0.18718	slow	22	slow	medium	low	small	1	1	0
14	dyslexia	0	0.815243	0	11	97	0.57165	0.306611	1	1	0.432531	0.6942	0.400278	slow	18	slow	medium	low	small	1	1	0
10	combined	0.529374	0.415629	0	9	84	0.437451	0.252111	1	1	0.158605	0.781393	0.83369	fast	20	fast	high	medium	micro	1	1	0
14	neurotypical	0	0	0	33	249	0.358086	0.784031	1	0	0.956988	0.520606	0.786258	slow	14	standard	low	low	standard	0	0	0
12	dyslexia	0	0.800025	0	10	119	0.778364	0.762959	0	1	0.443045	0.198951	0.394666	medium	20	slow	medium	low	small	1	1	0
13	neurotypical	0	0	0	44	225	0.185923	0.137673	0	0	0.127681	0.584522	0.513126	fast	14	standard	low	low	standard	0	0	0
18	ADHD	0.699122	0	0	5	154	0.097675	0.171117	1	1	0.275775	0.825237	0.229812	fast	18	fast	high	high	micro	0	0	0
6	ADHD	0.817582	0	0	2	174	0.136826	0.639895	0	1	0.001645	0.452041	0.246892	fast	18	fast	high	high	micro	0	0	0
13	autism	0	0	0.750067	13	200	0.894957	0.671011	1	1	0.972665	0.046869	0.352789	slow	18	predictable	low	none	structured	0	0	1
8	neurotypical	0	0	0	30	221	0.1149	0.847345	1	0	0.61479	0.557725	0.176893	slow	14	standard	low	low	standard	0	0	0
17	neurotypical	0	0	0	30	253	0.044733	0.234697	0	0	0.506938	0.113183	0.07745	slow	14	standard	low	low	standard	0	0	0
15	dyslexia	0	0.468748	0	13	95	0.148799	0.831058	0	1	0.038265	0.799249	0.895831	fast	22	slow	medium	low	small	1	1	0
8	dyslexia	0	0.863606	0	16	101	0.513563	0.280766	0	1	0.020422	0.536474	0.44635	fast	18	slow	medium	low	small	1	1	0
13	combined	0.710378	0.304274	0	8	119	0.31355	0.849316	0	1	0.695187	0.300677	0.505435	fast	20	fast	high	medium	micro	1	1	0
17	ADHD	0.870669	0	0	8	143	0.412885	0.54878	0	1	0.404666	0.708365	0.675456	medium	18	fast	high	high	micro	0	0	0
6	autism	0	0	0.531678	8	200	0.95496	0.647673	1	0	0.986852	0.135871	0.749836	fast	14	predictable	low	none	structured	0	0	1
15	autism	0	0	0.92315	17	200	0.635092	0.961248	0	0	0.974228	0.780588	0.531762	fast	14	predictable	low	none	structured	0	0	1
15	combined	0.774489	0.599913	0	7	104	0.067401	0.571427	1	1	0.479676	0.467693	0.379822	fast	20	fast	high	medium	micro	1	1	0
14	combined	0.488734	0.520165	0	10	99	0.719564	0.734621	0	0	0.81332	0.877076	0.789669	fast	18	fast	high	medium	micro	1	1	0
6	autism	0	0	0.877214	5	200	0.831426	0.597505	0	0	0.525454	0.973662	0.082757	medium	18	predictable	low	none	structured	0	0	1
14	neurotypical	0	0	0	29	225	0.548767	0.272992	1	0	0.737317	0.724356	0.42547	medium	14	standard	low	low	standard	0	0	0
14	neurotypical	0	0	0	45	184	0.657342	0.108786	1	1	0.229579	0.813529	0.184772	fast	14	standard	low	low	standard	0	0	0
17	autism	0	0	0.506233	31	200	0.750642	0.666527	1	0	0.7502	0.245466	0.650928	fast	14	predictable	low	none	structured	0	0	1
11	combined	0.423088	0.38861	0	9	105	0.616342	0.305675	0	1	0.8077	0.958659	0.16864	medium	20	fast	high	medium	micro	1	1	0
16	ADHD	0.927407	0	0	7	124	0.678783	0.492581	0	1	0.644028	0.999444	0.039211	medium	16	fast	high	high	micro	0	0	0
11	neurotypical	0	0	0	28	275	0.067679	0.526059	0	1	0.873331	0.043534	0.386881	medium	14	standard	low	low	standard	0	0	0
14	ADHD	0.987419	0	0	2	161	0.076713	0.615685	0	1	0.498647	0.89816	0.747172	medium	18	fast	high	high	micro	0	0	0
18	ADHD	0.582314	0	0	5	173	0.122482	0.851293	0	0	0.818688	0.887164	0.785491	medium	18	fast	high	high	micro	0	0	0
8	ADHD	0.583393	0	0	5	136	0.845856	0.667801	1	1	0.963323	0.719142	0.762496	fast	16	fast	high	high	micro	0	0	0
12	autism	0	0	0.550432	33	200	0.844459	0.89309	1	0	0.677615	0.596783	0.156783	medium	14	predictable	low	none	structured	0	0	1
9	neurotypical	0	0	0	26	204	0.476262	0.078955	0	0	0.120282	0.757189	0.172879	slow	14	standard	low	low	standard	0	0	0
9	combined	0.688895	0.665342	0	10	134	0.371584	0.829457	1	0	0.5251	0.175013	0.374216	slow	18	fast	high	medium	micro	1	1	0
6	autism	0	0	0.721311	15	200	0.639684	0.647745	1	1	0.183821	0.881746	0.617237	slow	18	predictable	low	none	structured	0	0	1
18	ADHD	0.678388	0	0	8	172	0.020394	0.020401	0	0	0.498712	0.424151	0.662912	fast	18	fast	high	high	micro	0	0	0
18	autism	0	0	0.905323	39	200	0.94246	0.547338	0	0	0.991518	0.884278	0.06858	medium	14	predictable	low	none	structured	0	0	1
9	dyslexia	0	0.735909	0	10	86	0.108355	0.839186	0	1	0.780528	0.776269	0.429875	fast	22	slow	medium	low	small	1	1	0
16	dyslexia	0	0.478505	0	16	107	0.941588	0.870747	1	1	0.333709	0.615027	0.417231	medium	18	slow	medium	low	small	1	1	0
8	combined	0.484679	0.596821	0	3	110	0.433834	0.974531	1	1	0.296386	0.549045	0.187961	fast	18	fast	high	medium	micro	1	1	0
15	ADHD	0.800371	0	0	3	120	0.01853	0.341614	0	1	0.665404	0.470114	0.186624	slow	18	fast	high	high	micro	0	0	0
11	neurotypical	0	0	0	29	242	0.587655	0.371526	0	1	0.070867	0.494215	0.430277	medium	14	standard	low	low	standard	0	0	0
8	dyslexia	0	0.639165	0	13	74	0.809452	0.383217	0	1	0.989692	0.743241	0.130453	medium	18	slow	medium	low	small	1	1	0
7	dyslexia	0	0.810724	0	19	61	0.574991	0.934088	0	1	0.560201	0.242936	0.880516	medium	18	slow	medium	low	small	1	1	0
8	autism	0	0	0.749916	6	200	0.635802	0.633459	0	1	0.506557	0.255488	0.849294	slow	14	predictable	low	none	structured	0	0	1
13	autism	0	0	0.736271	31	200	0.861525	0.946343	0	0	0.154024	0.300169	0.640555	fast	14	predictable	low	none	structured	0	0	1
16	ADHD	0.909519	0	0	2	171	0.65484	0.480765	1	0	0.256925	0.954695	0.219868	fast	18	fast	high	high	micro	0	0	0
10	neurotypical	0	0	0	36	229	0.551231	0.313716	0	1	0.67771	0.33115	0.433456	fast	14	standard	low	low	standard	0	0	0
13	neurotypical	0	0	0	45	189	0.260443	0.192951	1	0	0.114732	0.957724	0.106804	fast	14	standard	low	low	standard	0	0	0
16	ADHD	0.72387	0	0	3	153	0.037435	0.044532	0	0	0.304552	0.706422	0.023736	slow	18	fast	high	high	micro	0	0	0
11	neurotypical	0	0	0	39	264	0.571499	0.040622	1	0	0.608389	0.27418	0.305049	fast	14	standard	low	low	standard	0	0	0
12	autism	0	0	0.761592	33	200	0.94131	0.642421	0	1	0.194591	0.130172	0.488208	slow	14	predictable	low	none	structured	0	0	1
7	dyslexia	0	0.741577	0	16	111	0.616874	0.27576	0	1	0.044013	0.012115	0.132942	medium	18	slow	medium	low	small	1	1	0
15	dyslexia	0	0.979661	0	17	72	0.195926	0.801708	1	1	0.431614	0.860006	0.83651	medium	20	slow	medium	low	small	1	1	0
11	ADHD	0.846607	0	0	3	128	0.802851	0.428754	1	1	0.843893	0.56935	0.896792	slow	16	fast	high	high	micro	0	0	0
13	dyslexia	0	0.460449	0	15	99	0.976507	0.698245	1	1	0.689211	0.01182	0.210752	fast	20	slow	medium	low	small	1	1	0
16	ADHD	0.880227	0	0	6	142	0.781828	0.246523	1	1	0.243164	0.43471	0.664195	medium	18	fast	high	high	micro	0	0	0
16	neurotypical	0	0	0	39	225	0.779132	0.382627	1	1	0.095089	0.219867	0.897217	fast	14	standard	low	low	standard	0	0	0
17	combined	0.627327	0.517099	0	10	70	0.263698	0.573364	0	1	0.402287	0.321176	0.904696	medium	18	fast	high	medium	micro	1	1	0
7	ADHD	0.548167	0	0	2	162	0.498135	0.026749	0	1	0.604584	0.326956	0.302753	fast	18	fast	high	high	micro	0	0	0
18	ADHD	0.7863	0	0	5	156	0.49621	0.219024	1	1	0.780905	0.796131	0.500983	medium	16	fast	high	high	micro	0	0	0
6	autism	0	0	0.873876	30	200	0.749891	0.940572	1	0	0.071989	0.854332	0.870467	medium	16	predictable	low	none	structured	0	0	1
13	neurotypical	0	0	0	40	216	0.739256	0.32869	1	1	0.643602	0.760494	0.520873	medium	14	standard	low	low	standard	0	0	0
9	autism	0	0	0.622348	15	200	0.739644	0.708617	0	0	0.98022	0.305657	0.956418	fast	14	predictable	low	none	structured	0	0	1
15	neurotypical	0	0	0	24	197	0.944301	0.071216	0	0	0.867498	0.381669	0.298356	slow	14	standard	low	low	standard	0	0	0
18	neurotypical	0	0	0	36	229	0.921162	0.177202	0	0	0.103554	0.657522	0.606161	medium	14	standard	low	low	standard	0	0	0
6	neurotypical	0	0	0	44	222	0.630622	0.120776	1	1	0.62925	0.529393	0.283394	medium	14	standard	low	low	standard	0	0	0
9	autism	0	0	0.535668	32	200	0.701374	0.975506	0	0	0.01622	0.295784	0.207087	fast	16	predictable	low	none	structured	0	0	1
13	combined	0.477654	0.374316	0	3	133	0.893582	0.695391	1	0	0.454394	0.424125	0.820071	medium	18	fast	high	medium	micro	1	1	0
7	dyslexia	0	0.53253	0	11	107	0.175711	0.358797	1	1	0.530835	0.840271	0.806702	slow	18	slow	medium	low	small	1	1	0
16	combined	0.720248	0.60538	0	9	114	0.20637	0.29971	0	1	0.614082	0.916165	0.620765	fast	20	fast	high	medium	micro	1	1	0
17	dyslexia	0	0.43181	0	14	76	0.660234	0.830595	0	1	0.980851	0.167411	0.97604	fast	20	slow	medium	low	small	1	1	0
8	dyslexia	0	0.472257	0	12	75	0.496592	0.105367	1	1	0.126007	0.950109	0.365451	slow	18	slow	medium	low	small	1	1	0
8	autism	0	0	0.984338	23	200	0.945806	0.925396	0	0	0.303779	0.995603	0.661825	slow	14	predictable	low	none	structured	0	0	1
11	dyslexia	0	0.418869	0	11	93	0.699654	0.503765	1	1	0.513272	0.210722	0.218255	medium	22	slow	medium	low	small	1	1	0
13	combined	0.656431	0.355335	0	8	94	0.264966	0.495795	1	1	0.684138	0.650063	0.940949	fast	20	fast	high	medium	micro	1	1	0
9	autism	0	0	0.69281	25	200	0.950255	0.853221	1	1	0.649245	0.397936	0.35171	fast	14	predictable	low	none	structured	0	0	1
14	dyslexia	0	0.74734	0	19	73	0.196432	0.733545	0	1	0.892105	0.849587	0.631626	fast	18	slow	medium	low	small	1	1	0
17	autism	0	0	0.627919	29	200	0.783617	0.61059	0	1	0.555576	0.309654	0.471599	medium	16	predictable	low	none	structured	0	0	1
12	combined	0.779867	0.646034	0	6	133	0.584979	0.876242	1	1	0.224633	0.10305	0.997605	fast	20	fast	high	medium	micro	1	1	0
8	autism	0	0	0.525894	19	200	0.850242	0.862994	0	1	0.250389	0.371844	0.9038	slow	16	predictable	low	none	structured	0	0	1
10	ADHD	0.606767	0	0	6	170	0.921975	0.355472	1	1	0.352527	0.461361	0.271221	slow	18	fast	high	high	micro	0	0	0
17	combined	0.574386	0.40929	0	9	133	0.247785	0.607469	0	0	0.25985	0.211719	0.907182	fast	18	fast	high	medium	micro	1	1	0
17	combined	0.342594	0.528514	0	9	126	0.102831	0.093409	1	1	0.424293	0.798833	0.977766	slow	20	fast	high	medium	micro	1	1	0
10	combined	0.455501	0.562605	0	7	80	0.866171	0.018287	0	0	0.992963	0.181745	0.160998	medium	18	fast	high	medium	micro	1	1	0
10	combined	0.68315	0.692071	0	8	70	0.538396	0.674668	1	0	0.569857	0.875969	0.946268	slow	18	fast	high	medium	micro	1	1	0
18	neurotypical	0	0	0	26	213	0.791619	0.721994	1	1	0.656537	0.14195	0.243069	medium	14	standard	low	low	standard	0	0	0
10	dyslexia	0	0.955176	0	19	118	0.126473	0.177083	1	1	0.022126	0.697741	0.007919	medium	20	slow	medium	low	small	1	1	0
12	neurotypical	0	0	0	36	272	0.772426	0.131405	0	0	0.81286	0.810691	0.906933	fast	14	standard	low	low	standard	0	0	0
17	dyslexia	0	0.522631	0	10	75	0.428498	0.243546	0	1	0.137555	0.498726	0.202012	medium	22	slow	medium	low	small	1	1	0
11	dyslexia	0	0.499203	0	17	118	0.240073	0.163866	1	1	0.376062	0.859466	0.652741	medium	18	slow	medium	low	small	1	1	0

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