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
129,891	Female	47	1	28	0	1-2 Year	Yes	35,001	124	75	0
211,347	Male	43	1	8	0	1-2 Year	No	34,012	160	155	0
14,739	Male	43	1	28	0	1-2 Year	Yes	35,500	124	175	1
47,670	Female	22	1	35	1	< 1 Year	No	53,225	160	183	0
269,994	Male	26	1	10	0	< 1 Year	Yes	35,459	152	259	0
496,568	Female	23	1	28	1	< 1 Year	No	31,226	152	130	0
289,132	Male	21	1	35	0	< 1 Year	Yes	2,630	160	101	0
329,573	Male	45	1	46	0	1-2 Year	Yes	23,981	26	14	0
252,937	Female	23	1	12	1	< 1 Year	No	26,336	152	295	0
307,990	Male	40	1	28	0	1-2 Year	Yes	24,119	128	56	0
412,078	Male	39	1	28	0	1-2 Year	Yes	50,877	13	206	1
439,337	Female	27	1	8	1	< 1 Year	No	41,455	152	151	0
40,852	Female	25	1	32	1	< 1 Year	No	31,070	152	219	0
104,415	Female	42	1	22	1	1-2 Year	No	23,975	26	160	0
429,381	Male	37	1	33	0	1-2 Year	Yes	36,912	124	143	1
343,461	Female	50	1	15	0	1-2 Year	Yes	30,494	26	146	0
42,361	Female	24	1	8	1	< 1 Year	No	33,923	152	164	0
86,166	Male	25	1	45	0	< 1 Year	Yes	54,828	152	40	0
450,758	Male	46	1	28	0	> 2 Years	Yes	49,619	124	17	1
451,282	Female	48	1	29	0	1-2 Year	Yes	2,630	157	58	1
290,934	Female	26	1	10	0	< 1 Year	Yes	26,362	152	267	0
402,573	Female	48	1	41	0	1-2 Year	Yes	29,225	26	19	1
156,194	Male	41	1	15	0	1-2 Year	Yes	2,630	152	103	0
47,659	Female	29	1	41	1	< 1 Year	No	22,407	152	292	0
499,251	Male	38	1	28	0	1-2 Year	Yes	37,222	124	62	1
201,240	Female	50	1	1	0	> 2 Years	Yes	2,630	157	102	0
32,333	Male	24	1	28	0	< 1 Year	Yes	45,263	152	41	0
157,005	Male	27	1	35	1	1-2 Year	Yes	2,630	156	177	0
55,725	Male	28	1	13	1	< 1 Year	No	26,411	152	282	0
124,310	Male	22	1	29	1	< 1 Year	No	28,646	152	266	0
180,321	Male	36	1	28	1	1-2 Year	No	32,399	37	296	0
475,404	Female	23	1	50	1	< 1 Year	No	38,619	152	266	0
471,850	Male	22	1	26	1	< 1 Year	No	29,217	152	115	0
352,060	Male	50	1	8	0	1-2 Year	Yes	49,336	124	90	1
47,878	Female	43	1	50	0	1-2 Year	Yes	27,007	8	216	0
96,053	Male	22	1	29	1	< 1 Year	No	41,460	152	212	0
370,177	Male	52	1	28	0	1-2 Year	Yes	50,784	124	234	1
333,822	Female	36	1	50	1	1-2 Year	No	34,519	124	295	0
85,328	Male	64	1	28	0	1-2 Year	Yes	40,741	116	221	0
70,442	Female	75	1	28	0	1-2 Year	Yes	42,376	124	258	0
350,710	Female	37	1	28	0	1-2 Year	No	49,418	124	111	0
249,182	Male	60	1	28	0	1-2 Year	Yes	43,803	26	288	0
493,552	Male	31	1	28	1	< 1 Year	No	41,442	152	293	0
295,970	Female	78	1	28	1	1-2 Year	No	23,046	26	118	0
183,171	Male	22	1	41	1	< 1 Year	No	35,102	152	218	0
276,562	Male	32	1	6	0	1-2 Year	No	22,534	124	184	0
152,795	Female	25	1	11	1	< 1 Year	No	22,732	152	296	0
393,223	Male	44	1	28	0	1-2 Year	Yes	2,630	26	19	1
334,308	Female	22	1	11	1	< 1 Year	No	27,509	152	299	0
204,943	Male	26	1	29	1	< 1 Year	No	71,907	152	36	0
50,428	Female	31	1	15	0	1-2 Year	Yes	2,630	154	46	0
286,773	Male	52	1	32	0	1-2 Year	No	31,160	26	104	0
88,599	Male	50	1	37	1	1-2 Year	No	36,799	26	49	0
121,479	Male	42	1	20	0	1-2 Year	Yes	2,630	124	74	0
110,219	Female	33	1	37	0	1-2 Year	Yes	2,630	155	26	1
102,603	Male	22	1	49	0	< 1 Year	No	41,571	152	210	0
484,805	Female	27	1	15	1	< 1 Year	No	41,327	152	140	0
267,521	Female	22	1	2	0	< 1 Year	No	30,170	152	285	0
26,073	Male	32	1	28	1	1-2 Year	No	37,225	55	135	0
286,101	Male	47	1	12	1	1-2 Year	No	29,205	124	249	0
211,361	Female	48	1	28	0	1-2 Year	Yes	40,088	124	288	1
402,109	Female	51	1	50	1	1-2 Year	No	25,514	8	200	0
38,908	Female	34	1	8	0	1-2 Year	Yes	40,061	157	94	1
43,883	Male	26	1	14	1	< 1 Year	No	2,630	152	210	0
291,406	Male	51	1	28	0	1-2 Year	Yes	38,777	26	154	1
280,345	Female	24	1	50	0	< 1 Year	Yes	68,868	152	113	0
118,806	Female	36	1	3	0	1-2 Year	Yes	29,489	124	292	1
205,326	Male	23	1	8	1	< 1 Year	No	64,169	152	67	0
149,952	Male	37	1	13	0	1-2 Year	Yes	2,630	154	281	1
159,505	Male	42	1	8	0	1-2 Year	Yes	45,438	124	228	1
22,013	Male	64	1	6	0	1-2 Year	Yes	20,269	26	248	0
214,505	Male	62	1	0	0	> 2 Years	Yes	2,630	122	186	0
28,237	Female	24	1	28	1	< 1 Year	No	37,682	152	181	0
322,147	Female	77	1	28	0	1-2 Year	Yes	48,242	122	150	0
191,067	Female	73	1	33	0	1-2 Year	Yes	24,658	26	201	0
366,455	Male	36	1	50	0	1-2 Year	Yes	41,444	152	62	0
5,422	Male	26	1	28	1	< 1 Year	No	131,469	152	18	0
299,355	Female	29	1	18	1	< 1 Year	No	23,828	152	190	0
19,658	Female	40	1	28	0	1-2 Year	No	23,832	124	100	0
370,337	Female	33	1	28	0	1-2 Year	Yes	2,630	156	287	0
108,080	Male	55	1	28	0	1-2 Year	Yes	31,720	26	91	0
461,001	Female	76	1	8	1	1-2 Year	No	46,256	7	120	0
61,537	Female	41	1	11	0	1-2 Year	Yes	30,422	154	212	1
302,472	Male	47	1	8	1	1-2 Year	No	33,653	124	198	0
296,821	Female	45	1	28	0	1-2 Year	Yes	40,236	124	163	0
159,028	Female	41	1	28	0	> 2 Years	Yes	41,746	26	236	1
358,894	Female	37	1	28	0	1-2 Year	Yes	35,332	26	84	0
424,982	Female	25	1	8	1	< 1 Year	No	2,630	152	89	0
217,083	Female	47	1	28	0	1-2 Year	Yes	30,420	124	239	0
305,161	Female	22	1	8	1	< 1 Year	No	50,640	152	293	0
442,030	Male	46	1	28	0	1-2 Year	Yes	44,623	124	258	1
380,347	Female	22	1	32	1	< 1 Year	No	32,812	152	33	0
55,674	Female	29	1	23	1	< 1 Year	No	2,630	152	146	0
291,116	Female	21	1	15	1	< 1 Year	No	28,791	160	179	0
83,405	Male	35	1	45	1	1-2 Year	No	44,306	152	22	0
198,790	Female	21	1	49	0	< 1 Year	Yes	21,349	152	210	1
28,459	Male	29	1	28	1	< 1 Year	No	49,025	152	86	0
487,099	Male	49	1	25	1	1-2 Year	No	33,400	26	74	0
316,049	Male	65	1	28	0	> 2 Years	Yes	51,491	26	262	0
166,129	Female	63	1	40	0	1-2 Year	Yes	34,881	26	213	0

Subsets and Splits

No community queries yet

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