Datasets:

codesignal
/

imbalanced-data-practice

Dataset card Data Studio Files Files and versions Community

Split (2)

train · 382k rows

id int64	Gender string	Age int64	Driving_License int64	Region_Code float64	Previously_Insured int64	Vehicle_Age string	Vehicle_Damage string	Annual_Premium float64	Policy_Sales_Channel float64	Vintage int64	Response int64
44,098	Male	46	1	28	0	1-2 Year	Yes	40,407	26	111	1
200,190	Female	23	1	27	0	< 1 Year	Yes	33,921	151	57	0
260,347	Female	40	1	30	1	1-2 Year	No	2,630	124	78	0
378,659	Female	60	1	28	0	1-2 Year	Yes	33,966	26	57	1
25,902	Female	46	1	36	0	1-2 Year	Yes	38,191	124	82	1
261,982	Male	49	1	8	0	1-2 Year	Yes	47,267	26	152	0
31,606	Male	21	1	2	0	< 1 Year	Yes	36,067	152	117	0
313,495	Female	25	1	35	1	< 1 Year	No	27,384	152	188	0
236,419	Male	42	1	19	0	1-2 Year	Yes	33,161	124	158	0
307,164	Female	23	1	28	1	< 1 Year	No	33,016	152	184	0
249,576	Male	41	1	46	0	1-2 Year	Yes	40,134	124	285	0
437,706	Female	25	1	50	1	< 1 Year	No	35,256	152	176	0
119,861	Female	26	1	28	1	< 1 Year	No	55,186	152	282	0
402,963	Male	64	1	28	1	1-2 Year	No	40,289	124	283	0
57,146	Male	68	1	9	1	1-2 Year	No	35,737	26	70	0
248,735	Female	47	1	28	0	1-2 Year	Yes	51,990	124	186	0
315,481	Male	24	1	36	0	< 1 Year	No	2,630	152	168	0
31,186	Male	43	1	28	0	1-2 Year	Yes	2,630	156	172	0
172,182	Female	20	1	47	1	< 1 Year	No	2,630	160	218	0
94,442	Female	28	1	35	1	< 1 Year	No	21,071	152	180	0
291,488	Male	52	1	28	1	1-2 Year	No	43,702	124	116	0
371,203	Male	35	1	50	1	1-2 Year	No	34,317	8	211	0
108,676	Female	24	1	8	0	< 1 Year	Yes	34,767	152	290	0
280,532	Female	26	1	37	1	< 1 Year	No	36,071	152	248	0
162,077	Female	21	1	28	1	< 1 Year	No	42,309	160	79	0
19,004	Female	46	1	33	0	1-2 Year	Yes	2,630	124	227	1
217,592	Male	38	1	18	0	1-2 Year	Yes	30,673	124	271	0
125,988	Male	57	1	28	0	1-2 Year	Yes	32,690	122	98	0
297,691	Male	58	1	30	0	1-2 Year	Yes	30,291	26	102	0
27,407	Male	55	1	28	0	1-2 Year	Yes	45,923	26	240	0
263,643	Male	29	1	8	1	1-2 Year	No	29,861	124	285	0
305,128	Male	37	1	41	1	1-2 Year	No	31,917	124	104	0
372,867	Male	23	1	12	1	< 1 Year	No	2,630	152	98	0
26,088	Female	25	1	15	0	< 1 Year	No	41,014	152	14	0
398,728	Female	24	1	18	1	< 1 Year	No	28,587	152	108	0
10,238	Female	23	1	6	1	< 1 Year	No	27,028	26	188	0
384,943	Female	55	1	28	0	1-2 Year	Yes	45,697	26	240	1
101,139	Male	31	1	3	0	1-2 Year	Yes	19,028	124	295	1
326,251	Male	25	1	41	0	< 1 Year	Yes	28,903	152	125	0
242,171	Female	22	1	30	1	< 1 Year	No	26,780	152	199	0
210,840	Female	24	1	29	1	< 1 Year	No	26,029	152	266	0
380,893	Female	32	1	36	1	< 1 Year	No	38,399	152	42	0
140,025	Female	21	1	10	1	< 1 Year	No	26,699	152	64	0
387,988	Male	39	1	36	0	1-2 Year	Yes	2,630	26	252	1
298,511	Female	22	1	3	0	< 1 Year	Yes	32,389	152	278	0
106,598	Male	55	1	15	1	1-2 Year	No	2,630	26	265	0
365,337	Female	53	1	4	0	1-2 Year	Yes	36,527	26	32	0
284,483	Male	52	1	28	0	1-2 Year	Yes	2,630	26	286	0
12,762	Female	42	1	28	1	1-2 Year	No	27,426	124	72	0
494,166	Male	59	1	28	1	1-2 Year	No	25,180	122	10	0
256,189	Male	21	1	8	1	< 1 Year	No	45,571	160	263	0
25,006	Female	35	1	8	1	1-2 Year	No	32,969	160	131	0
306,948	Male	22	1	30	0	< 1 Year	Yes	33,295	152	202	0
80,166	Male	43	1	2	0	1-2 Year	Yes	18,822	124	128	1
40,670	Male	48	1	24	1	1-2 Year	No	29,480	124	98	0
335,110	Female	20	1	46	0	< 1 Year	No	2,630	160	252	0
50,269	Male	63	1	28	1	1-2 Year	No	53,588	13	178	0
43,237	Female	46	1	8	0	1-2 Year	No	62,248	26	67	0
42,715	Male	54	1	28	0	1-2 Year	Yes	41,425	26	189	1
419,930	Male	47	1	28	1	1-2 Year	No	42,827	26	75	0
439,774	Female	47	1	46	0	1-2 Year	Yes	2,630	124	169	1
466,610	Male	70	1	19	1	1-2 Year	No	2,630	124	54	0
99,663	Female	22	1	6	1	< 1 Year	No	27,641	150	25	0
333,832	Female	51	1	46	0	1-2 Year	Yes	25,575	11	123	0
106,035	Male	47	1	28	0	1-2 Year	Yes	45,989	26	132	0
320,967	Male	21	1	8	0	1-2 Year	Yes	33,625	154	220	1
247,598	Female	22	1	22	1	< 1 Year	No	26,557	152	203	0
128,816	Male	34	1	3	0	1-2 Year	No	2,630	157	116	0
84,533	Female	56	1	45	0	1-2 Year	Yes	2,630	157	278	0
281,350	Female	69	1	8	0	1-2 Year	No	2,630	26	215	0
51,275	Female	23	1	37	1	< 1 Year	No	25,446	152	220	0
232,806	Male	40	1	18	0	1-2 Year	Yes	2,630	156	274	1
429,344	Male	38	1	28	0	1-2 Year	Yes	46,296	125	90	1
166,217	Female	23	1	8	1	< 1 Year	No	30,770	151	171	0
53,441	Male	66	1	46	1	1-2 Year	No	30,557	11	41	0
114,299	Male	56	1	13	0	1-2 Year	Yes	32,339	124	118	1
289,339	Male	44	1	33	1	1-2 Year	No	24,067	124	107	0
284,411	Female	72	1	11	0	> 2 Years	Yes	29,958	26	88	0
439,255	Female	22	1	8	1	< 1 Year	No	50,011	160	279	0
160,209	Female	32	1	50	0	< 1 Year	Yes	35,705	152	155	1
114,945	Female	27	1	28	0	< 1 Year	Yes	140,912	24	173	0
152,787	Female	34	1	8	1	1-2 Year	No	39,857	152	201	0
265,940	Male	67	1	47	0	1-2 Year	Yes	31,477	26	100	0
72,827	Female	24	1	36	0	< 1 Year	No	33,261	152	12	0
226,937	Male	50	1	3	1	1-2 Year	No	32,803	119	258	0
395,336	Female	22	1	50	1	< 1 Year	No	32,584	152	279	0
300,936	Male	24	1	28	0	< 1 Year	Yes	33,001	124	276	0
393,239	Male	54	1	28	1	1-2 Year	No	34,187	122	11	0
36,700	Female	66	1	28	1	1-2 Year	No	48,153	13	144	0
105,582	Female	50	1	28	0	> 2 Years	Yes	59,144	26	23	1
212,072	Male	30	1	36	0	< 1 Year	Yes	31,425	152	42	1
263,294	Female	50	1	8	0	1-2 Year	Yes	50,041	124	102	0
342,948	Female	23	1	27	0	< 1 Year	No	28,455	152	164	0
487,067	Male	42	1	28	0	1-2 Year	Yes	35,304	26	175	1
1,567	Female	73	1	28	0	> 2 Years	Yes	29,932	124	10	0
406,955	Female	28	1	46	1	< 1 Year	No	28,769	152	103	0
414,197	Male	45	1	11	0	1-2 Year	Yes	2,630	124	33	1
60,375	Male	29	1	47	1	< 1 Year	No	2,630	152	197	0
234,395	Male	38	1	8	1	1-2 Year	No	2,630	124	50	0
506,758	Female	47	1	28	0	1-2 Year	Yes	38,414	124	222	1

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.