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
333,405	Female	23	1	8	0	< 1 Year	No	28,471	151	101	0
458,245	Male	41	1	28	0	1-2 Year	Yes	35,572	26	181	1
296,299	Male	45	1	28	0	1-2 Year	Yes	40,637	26	85	0
80,759	Male	43	1	28	0	1-2 Year	Yes	35,827	124	199	1
253,735	Male	25	1	11	1	< 1 Year	No	18,759	152	292	0
319,705	Female	24	1	15	0	< 1 Year	Yes	36,689	152	173	0
291,373	Male	44	1	3	1	1-2 Year	No	2,630	124	163	0
96,072	Female	26	1	28	0	< 1 Year	Yes	61,735	26	15	1
491,264	Male	27	1	18	0	< 1 Year	Yes	2,630	156	54	1
343,233	Female	25	1	46	1	< 1 Year	No	38,703	152	75	0
189,556	Male	60	1	28	0	1-2 Year	Yes	2,630	124	107	0
110,014	Female	23	1	28	0	< 1 Year	Yes	37,254	152	214	1
159,685	Male	45	1	41	0	1-2 Year	Yes	52,747	26	147	1
207,358	Male	21	1	42	0	< 1 Year	Yes	28,565	160	164	0
277,426	Female	41	1	36	0	1-2 Year	Yes	2,630	152	77	0
174,921	Male	67	1	29	1	1-2 Year	No	2,630	14	187	0
151,901	Male	42	1	28	1	1-2 Year	No	34,489	124	44	0
234,307	Male	24	1	15	0	< 1 Year	Yes	32,062	152	91	0
359,548	Female	34	1	35	1	1-2 Year	No	44,442	152	293	0
258,185	Female	29	1	11	1	< 1 Year	No	36,314	152	89	0
327,823	Male	33	1	8	0	< 1 Year	Yes	2,630	156	46	0
168,987	Female	23	1	15	0	< 1 Year	Yes	24,169	26	197	0
405,521	Female	39	1	8	0	1-2 Year	Yes	46,390	163	121	1
50,771	Male	49	1	28	0	1-2 Year	Yes	83,652	124	197	0
423,507	Male	40	1	26	1	1-2 Year	No	29,905	22	90	0
342,737	Male	41	1	50	1	1-2 Year	No	31,080	26	103	0
477,763	Female	32	1	46	1	< 1 Year	No	18,898	151	132	0
66,360	Male	39	1	33	0	1-2 Year	Yes	29,705	124	119	1
304,706	Male	46	1	28	0	1-2 Year	Yes	44,956	56	206	1
306,387	Female	32	1	11	1	< 1 Year	No	29,895	152	167	0
276,846	Female	26	1	41	1	< 1 Year	No	46,238	152	10	0
252,431	Female	32	1	11	1	< 1 Year	No	23,199	152	166	0
344,985	Male	45	1	28	0	1-2 Year	Yes	45,860	26	82	0
420,054	Male	41	1	35	1	1-2 Year	No	2,630	160	275	0
79,812	Male	72	1	28	0	1-2 Year	Yes	36,483	26	298	1
283,208	Female	35	1	41	1	1-2 Year	No	2,630	124	178	0
484,995	Male	29	1	30	0	1-2 Year	Yes	2,630	124	66	1
209,769	Male	24	1	42	0	< 1 Year	Yes	28,903	151	121	0
70,086	Male	57	1	41	0	1-2 Year	Yes	36,783	25	214	0
293,584	Female	51	1	31	1	1-2 Year	No	2,630	9	257	0
156,326	Male	73	1	12	0	1-2 Year	Yes	20,177	157	230	0
485,505	Male	25	1	29	1	< 1 Year	No	2,630	152	62	0
107,486	Female	47	1	28	0	1-2 Year	Yes	2,630	124	205	0
110,385	Female	21	1	7	1	< 1 Year	No	45,181	160	249	0
494,489	Male	64	1	29	1	1-2 Year	No	2,630	26	197	0
189,028	Female	28	1	35	0	< 1 Year	Yes	27,336	124	74	1
365,181	Male	39	1	3	0	1-2 Year	Yes	21,757	30	100	1
286,195	Female	54	1	28	0	1-2 Year	Yes	36,344	26	26	1
331,749	Male	37	1	3	0	1-2 Year	Yes	26,334	124	189	1
102,253	Female	23	1	12	1	< 1 Year	No	53,627	152	263	0
506,840	Male	33	1	46	0	1-2 Year	Yes	32,287	124	288	1
242,468	Male	46	1	28	1	1-2 Year	No	41,119	124	66	0
260,933	Male	40	1	3	0	1-2 Year	Yes	33,164	124	253	0
177,757	Male	47	1	28	0	1-2 Year	Yes	50,607	26	75	1
322,371	Female	42	1	28	0	1-2 Year	Yes	38,771	26	289	0
244,431	Male	28	1	30	1	< 1 Year	No	24,946	152	71	0
132,724	Male	24	1	49	0	< 1 Year	Yes	2,630	152	139	0
402,895	Male	31	1	50	0	< 1 Year	Yes	35,624	124	254	1
212,086	Male	54	1	46	0	1-2 Year	Yes	35,746	26	244	0
299,082	Female	35	1	45	1	1-2 Year	No	16,882	124	39	0
70,321	Male	34	1	28	0	1-2 Year	Yes	78,780	122	209	1
124,441	Female	28	1	35	1	< 1 Year	No	34,278	152	117	0
276,479	Female	25	1	39	1	< 1 Year	No	31,141	152	18	0
178,719	Male	45	1	8	1	1-2 Year	No	30,915	124	99	0
60,155	Female	40	1	41	1	1-2 Year	No	61,412	124	299	0
97,345	Female	70	1	28	1	1-2 Year	Yes	43,438	26	222	0
173,283	Female	24	1	25	0	< 1 Year	Yes	29,368	152	130	0
316,389	Female	21	1	50	0	< 1 Year	Yes	17,566	160	175	0
197,019	Male	39	1	28	0	1-2 Year	No	43,298	124	77	0
222,725	Female	21	1	8	0	< 1 Year	Yes	38,366	160	103	0
222,237	Male	22	1	11	1	< 1 Year	No	32,755	152	141	0
479,083	Male	22	1	8	1	< 1 Year	No	31,719	152	143	0
218,411	Female	21	1	11	1	< 1 Year	No	31,148	160	93	0
261,543	Male	27	1	8	0	< 1 Year	Yes	30,580	124	23	0
302,582	Female	61	1	28	0	1-2 Year	Yes	44,570	26	288	0
217,985	Male	47	1	1	0	1-2 Year	Yes	2,630	26	103	0
322,262	Female	30	1	28	0	< 1 Year	Yes	38,263	26	89	1
13,236	Female	23	1	29	0	< 1 Year	Yes	34,010	152	115	0
321,666	Female	70	1	28	0	1-2 Year	Yes	39,978	3	207	1
44,586	Female	54	1	32	0	1-2 Year	Yes	36,696	26	61	0
72,046	Female	20	1	5	0	< 1 Year	Yes	2,630	160	234	0
115,791	Female	46	1	47	0	> 2 Years	Yes	24,765	157	23	0
379,717	Female	32	1	15	0	< 1 Year	Yes	37,105	152	113	0
421,318	Female	23	1	35	1	< 1 Year	No	42,392	152	35	0
196,399	Male	25	1	30	1	< 1 Year	No	23,708	152	68	0
269,226	Female	73	1	28	0	1-2 Year	No	32,945	26	205	0
164,060	Female	28	1	3	0	< 1 Year	Yes	26,739	152	242	0
219,273	Male	25	1	8	0	1-2 Year	Yes	58,054	124	49	0
155,660	Male	47	1	38	0	1-2 Year	Yes	42,104	124	277	0
373,947	Male	37	1	11	0	1-2 Year	Yes	38,591	124	197	1
246,002	Male	43	1	28	0	1-2 Year	Yes	31,636	124	243	0
182,925	Male	35	1	11	1	1-2 Year	No	29,431	152	88	0
307,056	Male	51	1	28	0	1-2 Year	Yes	40,284	26	80	0
179,411	Male	49	1	28	0	1-2 Year	Yes	42,698	139	260	1
445,128	Male	54	1	47	1	1-2 Year	No	2,630	157	14	0
196,182	Female	21	1	15	0	< 1 Year	Yes	39,251	152	52	0
420,973	Female	29	1	46	0	< 1 Year	Yes	2,630	124	98	1
116,379	Male	60	1	9	1	1-2 Year	Yes	32,660	26	64	0
149,920	Male	25	1	14	0	< 1 Year	Yes	30,715	152	280	0
255,330	Female	22	1	10	1	< 1 Year	No	27,730	152	62	0

Subsets and Splits

No community queries yet

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