Split (1)

train · 3.45k rows

device_brand stringclasses 34 values	os stringclasses 4 values	screen_size float64 5.08 30.7	4g stringclasses 2 values	5g stringclasses 2 values	rear_camera_mp float64 0.08 48 ⌀	front_camera_mp float64 0 32 ⌀	internal_memory float64 0.01 1.02k ⌀	ram float64 0.02 12 ⌀	battery float64 500 9.72k ⌀	weight float64 69 855 ⌀	release_year int64 2.01k 2.02k	days_used int64 91 1.09k	normalized_used_price float64 1.54 6.62	normalized_new_price float64 2.9 7.85
Meizu	Android	15.29	yes	no	null	20	128	6	3,600	166	2,019	459	4.721085	5.830679
Meizu	Android	15.29	yes	no	null	16	64	6	4,000	165	2,019	517	4.842296	5.388661
Meizu	Android	15.29	yes	no	null	20	128	6	3,600	165	2,019	332	4.959412	6.040659
Micromax	Android	10.16	no	no	2	0.3	0.5	0.25	1,500	146.5	2,014	1,016	3.04357	3.926715
Micromax	Android	7.75	no	no	0.3	0.3	0.5	0.25	1,500	89	2,014	956	2.386926	3.664843
Micromax	Android	10.03	no	no	2	0.3	0.2	0.25	2,000	85	2,013	680	2.85647	4.244631
Micromax	Android	10.16	no	no	2	0.3	16	4	2,000	89	2,013	733	3.108614	4.094844
Micromax	Android	7.75	no	no	0.3	0.3	16	4	2,000	89	2,013	1,029	2.989714	3.884241
Motorola	Android	15.37	yes	no	null	16	128	6	5,000	210	2,020	242	4.829673	5.704849
Motorola	Android	15.42	yes	yes	null	25	256	12	5,000	203	2,020	220	5.186883	7.090785
Nokia	Android	16.56	yes	no	0.3	8	64	3	4,000	200	2,020	310	4.186012	5.004885
Nokia	Android	13.84	yes	no	0.3	5	16	2	3,000	180	2,020	193	3.616309	4.100161
Nokia	Android	13.84	yes	no	0.3	5	16	2	3,000	180	2,020	356	4.05543	4.591984
Nokia	Others	5.18	no	no	0.3	0	0.1	0.03	1,020	90.5	2,020	272	2.910174	3.399863
Nokia	Others	5.18	no	no	0.3	0	0.06	null	1,020	91.3	2,020	288	2.729159	2.911263
Nokia	Android	17.3	yes	yes	0.3	24	64	6	4,500	220	2,020	284	5.314043	6.216846
Nokia	Others	5.18	no	no	0.3	0	0.06	0.02	1,200	88.2	2,020	266	3.370738	3.699077
Nokia	Others	5.18	yes	no	0.3	0	null	0.02	1,200	86.5	2,019	234	2.721295	3.688379
OnePlus	Android	16.64	yes	yes	null	16	128	8	4,300	180	2,020	110	5.620944	6.609309
OnePlus	Android	16.64	yes	yes	null	16	128	8	4,300	180	2,020	208	5.288166	6.474107
OnePlus	Android	16.94	yes	yes	null	16	256	12	4,085	206	2,019	458	5.713403	6.686161
OnePlus	Android	16.94	yes	yes	null	16	128	6	4,000	206	2,019	294	5.670984	6.686647
Oppo	Android	16.64	yes	yes	null	32	128	8	4,000	172	2,020	187	5.170882	6.153456
Oppo	Android	16.33	yes	yes	null	32	128	8	4,000	183	2,020	271	5.009635	5.910254
Oppo	Android	16.69	yes	yes	null	32	128	6	4,000	184	2,020	100	5.033896	5.672842
Oppo	Android	16.64	yes	yes	null	16	128	8	4,000	186	2,020	186	5.116616	6.253483
Oppo	Android	15.29	yes	no	null	8	64	3	4,230	168	2,020	273	4.578313	4.782479
Oppo	Android	15.34	yes	yes	null	32	128	8	4,025	180	2,020	146	5.412315	5.988385
Oppo	Android	15.34	yes	yes	8	32	128	8	4,025	181	2,019	397	4.86838	6.088024
Oppo	Android	15.37	yes	no	8	8	128	4	4,230	180	2,019	411	4.570372	5.015888
Oppo	Android	15.34	yes	no	8	25	128	6	3,600	169.5	2,019	276	4.936199	5.632573
Oppo	Android	15.34	yes	no	8	32	128	4	4,035	186	2,019	205	4.941785	5.800667
Oppo	Android	16.59	yes	no	8	16	128	6	4,020	190	2,019	321	4.656718	5.556287
Oppo	Android	15.39	yes	yes	8	16	256	8	4,065	215	2,019	392	5.295614	6.780831
Oppo	Android	15.27	yes	no	8	5	32	2	4,000	170	2,019	296	4.322011	4.60567
Oppo	Android	15.29	yes	no	13	8	32	3	4,230	168	2,018	664	4.457714	5.437253
Oppo	Android	10.29	yes	no	8	5	8	1	2,000	135	2,015	1,076	4.024637	5.009968
Others	Android	16.43	yes	yes	8	20	128	6	4,000	171	2,019	317	5.570213	6.803361
Realme	Android	15.37	yes	no	null	16	64	4	4,300	191	2,020	289	4.70266	5.30206
Realme	Android	15.37	yes	no	null	16	128	4	5,000	199	2,020	338	4.941571	5.014162
Realme	Android	15.37	yes	no	null	5	32	3	5,000	195	2,020	111	4.498364	4.606569
Realme	Android	15.27	yes	no	null	5	32	3	4,000	166	2,020	167	2.896464	3.690877
Realme	Android	15.27	yes	no	null	5	32	2	4,000	166	2,019	399	4.288677	4.611351
Samsung	Android	20.32	yes	no	5	2	16	1.5	4,200	313	2,015	909	4.326117	5.348202
Others	Android	15.34	yes	no	2	8	256	8	3,130	141	2,020	135	4.915665	6.508292
Others	Android	12.93	yes	no	8	8	64	4	3,090	173	2,019	523	4.180522	5.34563
Others	Android	16.59	yes	yes	2	16	128	6	4,500	210	2,020	234	5.02085	5.985371
Others	Android	16.59	yes	no	8	24	128	6	3,820	192	2,019	414	5.036303	5.802239
Others	Android	17.78	yes	no	2	16	64	4	6,000	220	2,020	135	4.378897	4.805577
Others	Android	15.39	yes	no	2	8	32	2	5,000	206.5	2,020	153	4.084294	4.791152
Others	Android	15.39	yes	no	2	16	128	6	4,000	203	2,020	125	4.91947	5.393173
Others	Android	12.83	yes	no	2	5	16	2	2,700	153	2,020	123	3.629395	4.246493
Others	Android	12.7	yes	no	2	5	32	4	4,000	234	2,020	220	3.97481	4.699389
Others	Android	12.7	yes	no	13	5	16	2	4,000	234	2,020	173	4.293742	4.382277
Others	Android	15.42	yes	no	12	16	128	8	5,000	159	2,018	413	5.175472	5.700042
Vivo	Android	16.36	yes	no	null	32	128	8	4,500	176	2,020	343	5.052864	5.766695
Vivo	Android	16.59	yes	no	null	16	64	4	5,000	204.1	2,020	246	4.801066	5.068904
Vivo	Android	16.66	yes	yes	null	32	128	8	4,315	181.5	2,020	145	5.560335	6.446117
Vivo	Android	16.21	yes	no	null	16	128	8	4,500	190.2	2,020	300	4.847332	5.702782
Vivo	Android	16.43	yes	no	null	8	128	4	5,000	197	2,020	118	4.823261	5.249652
Vivo	Android	16.69	yes	yes	null	16	128	6	4,500	198.1	2,020	312	4.954347	5.857447
Vivo	Android	17.5	yes	yes	null	16	256	8	4,500	219.5	2,020	226	5.466878	6.44729
Vivo	Android	16.36	yes	no	null	32	128	8	4,500	176	2,020	199	5.192623	5.599199
Vivo	Android	16.36	yes	yes	13	32	128	8	4,350	196.5	2,019	279	5.288014	6.045455
Vivo	Android	16.21	yes	no	13	16	128	8	4,500	198.5	2,019	212	4.7706	5.793318
Vivo	Android	16.59	yes	no	13	16	128	8	5,000	193	2,019	188	5.064302	5.435249
Vivo	Android	16.21	yes	no	13	32	128	8	4,500	186.7	2,019	264	5.104733	5.801816
Vivo	Android	16.13	yes	no	13	8	64	3	5,000	191.5	2,019	230	4.417756	4.886809
Vivo	Android	16.21	yes	no	13	16	64	6	4,500	198.5	2,019	259	4.601664	5.55972
Vivo	Android	16.13	yes	no	13	8	64	4	5,000	190	2,019	349	4.593604	4.941928
Vivo	Android	16.13	yes	no	13	16	128	4	5,000	190.5	2,019	500	4.907347	5.245813
Vivo	Android	17.5	yes	yes	13	16	256	8	4,500	218.5	2,019	288	4.940713	6.594865
Vivo	Android	17.5	yes	no	13	16	128	8	4,500	217.3	2,019	391	5.278472	6.461015
Vivo	Android	16.28	yes	yes	13	12	128	8	4,500	217	2,019	204	4.91111	6.215967
Vivo	Android	16.28	yes	no	13	12	128	8	4,500	215	2,019	293	5.14435	6.015376
Vivo	Android	15.8	yes	no	8	5	16	2	4,030	163.5	2,019	456	3.966132	4.485598
Vivo	Android	16.21	yes	no	13	32	128	6	4,500	179	2,019	224	5.20686	5.635896
Vivo	Android	16.21	yes	no	13	12	64	6	4,500	198.5	2,019	451	4.735672	5.523459
Vivo	Android	16.59	yes	no	13	16	64	4	5,000	204.1	2,019	338	4.956109	5.304747
Vivo	Android	16.23	yes	no	13	16	128	6	3,700	185	2,019	455	4.755829	5.736217
Vivo	Android	15.9	yes	no	13	16	64	4	3,260	150	2,019	431	4.614625	5.071291
Vivo	Android	16.13	yes	no	13	20	128	4	5,000	190.5	2,019	334	4.761832	5.440511
Vivo	Android	16.59	yes	no	13	16	128	6	3,940	189.5	2,019	415	5.116316	5.561604
Vivo	Android	15.8	yes	no	13	5	16	2	4,030	163.5	2,019	266	4.382152	4.607966
Vivo	Android	10.29	no	no	5	2	4	0.5	1,900	130	2,013	931	3.379293	4.699844
Others	Android	12.93	yes	no	8	8	32	3	3,400	145	2,019	407	4.421488	5.199381
Others	Android	14.4	yes	no	13	8	16	2	2,920	160	2,019	233	4.523526	5.013099
Others	Android	15.21	yes	no	8	5	16	2	4,000	185	2,019	423	4.131801	4.405499
Others	Android	15.32	yes	no	8	16	128	6	4,000	184	2,019	470	4.85795	5.525891
Others	Android	15.9	yes	no	8	8	64	3	4,000	178	2,019	280	4.337813	5.196617
Xiaomi	Android	16.69	yes	yes	null	20	128	8	4,520	208	2,020	318	4.852499	5.664244
Xiaomi	Android	16.69	yes	yes	null	16	64	6	4,520	205	2,020	301	4.977492	5.301313
Xiaomi	Android	16.94	yes	yes	null	16	128	6	4,800	208	2,020	319	5.120924	5.52314
Xiaomi	Android	16.94	yes	yes	null	16	128	6	4,500	208	2,020	184	5.026246	5.563792
Xiaomi	Android	16.94	yes	no	null	32	64	6	5,020	209	2,020	256	4.966753	5.198718
Xiaomi	Android	15.8	yes	no	null	8	32	2	5,000	188	2,020	265	4.344065	4.495355
Xiaomi	Android	15.8	yes	no	null	8	32	2	5,000	188	2,020	321	3.421	4.392224
Xiaomi	Android	16.94	yes	no	null	16	64	6	4,500	208	2,020	169	4.96731	5.295513
Xiaomi	Android	20.12	yes	yes	12	20	512	12	4,050	241	2,019	478	6.619433	7.823342
Xiaomi	Android	16.23	yes	no	12	20	128	8	4,000	196	2,019	382	5.360588	6.211303

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