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
139,367	Male	59	1	8	1	1-2 Year	No	43,981	7	299	0
347,119	Male	48	1	41	1	1-2 Year	No	27,102	124	34	0
371,648	Male	46	1	28	0	1-2 Year	Yes	52,123	122	23	0
453,587	Male	25	1	8	1	< 1 Year	No	35,329	152	33	0
234,800	Male	63	1	48	0	1-2 Year	No	2,630	124	102	0
326,529	Male	22	1	46	1	< 1 Year	No	2,630	160	72	0
366,243	Male	41	1	18	1	1-2 Year	No	31,446	124	283	0
485,628	Male	41	1	28	1	1-2 Year	No	27,523	52	83	0
391,863	Female	28	1	8	1	< 1 Year	No	40,579	152	47	0
250,916	Male	46	1	8	0	1-2 Year	Yes	35,842	154	219	1
215,700	Male	60	1	26	1	1-2 Year	No	39,176	122	144	0
17,743	Female	46	1	28	1	1-2 Year	No	41,682	60	148	0
375,928	Male	52	1	45	0	> 2 Years	Yes	44,076	26	282	0
106,040	Male	30	1	18	1	< 1 Year	No	34,620	152	146	0
161,608	Female	26	1	15	0	< 1 Year	Yes	30,822	152	233	0
148,006	Male	23	1	7	1	< 1 Year	No	31,261	160	165	0
205,598	Male	49	1	46	1	1-2 Year	No	16,891	90	260	0
391,524	Female	21	1	46	1	< 1 Year	No	43,383	160	259	0
502,680	Female	40	1	24	0	1-2 Year	Yes	23,655	26	248	1
188,845	Female	20	1	46	1	< 1 Year	No	26,607	160	11	0
263,004	Female	46	1	28	0	> 2 Years	Yes	39,794	26	229	0
470,889	Female	24	1	8	1	< 1 Year	No	45,553	152	45	0
381,644	Male	23	1	45	1	< 1 Year	No	28,221	151	286	0
282,515	Female	24	1	26	1	< 1 Year	No	42,564	152	228	0
307,454	Male	26	1	18	1	< 1 Year	No	25,151	152	251	0
439,692	Male	21	1	46	1	< 1 Year	No	36,490	152	95	0
447,639	Male	34	1	18	0	1-2 Year	Yes	2,630	157	168	1
310,834	Female	76	1	28	0	> 2 Years	Yes	2,630	26	168	1
348,315	Female	25	1	28	0	< 1 Year	Yes	46,050	124	187	1
151,105	Female	41	1	28	0	1-2 Year	Yes	38,995	124	240	0
495,477	Male	28	1	29	1	< 1 Year	No	62,335	26	103	0
295,807	Female	23	1	8	0	< 1 Year	No	30,630	152	276	0
245,459	Male	24	1	8	1	< 1 Year	No	63,299	152	79	0
206,679	Male	24	1	8	1	< 1 Year	No	46,108	152	186	0
9,678	Male	64	1	48	0	1-2 Year	Yes	2,630	26	90	0
199,083	Female	25	1	34	0	1-2 Year	Yes	2,630	156	27	0
272,086	Female	28	1	18	1	< 1 Year	No	29,081	152	179	0
266,190	Male	32	1	8	1	< 1 Year	No	59,438	151	144	0
207,020	Female	49	1	28	0	1-2 Year	No	36,919	26	221	0
346,201	Male	47	1	28	1	1-2 Year	No	46,152	124	127	0
278,669	Male	26	1	28	0	< 1 Year	Yes	38,792	124	277	1
229,948	Male	36	1	28	0	1-2 Year	Yes	38,144	124	153	0
227,604	Male	35	1	7	0	1-2 Year	Yes	43,821	26	61	1
397,896	Female	49	1	8	0	1-2 Year	Yes	37,502	26	142	1
162,642	Male	58	1	8	1	1-2 Year	No	47,760	124	204	0
324,955	Male	73	1	28	0	1-2 Year	Yes	30,336	124	40	0
93,947	Female	37	1	12	0	1-2 Year	Yes	2,630	157	276	0
452,378	Female	24	1	10	1	< 1 Year	No	2,630	152	92	0
141,284	Male	24	1	42	1	< 1 Year	No	28,759	152	118	0
134,196	Female	67	1	7	1	1-2 Year	No	47,548	124	45	0
279,431	Male	24	1	23	0	1-2 Year	Yes	20,786	163	25	1
146,664	Female	51	1	3	1	1-2 Year	No	23,546	26	182	0
369,369	Male	24	1	36	1	< 1 Year	Yes	38,164	152	83	0
209,007	Female	66	1	29	0	1-2 Year	Yes	29,187	124	109	0
236,741	Male	78	1	8	1	1-2 Year	No	31,548	26	197	0
76,061	Female	38	1	29	0	1-2 Year	No	34,441	124	299	0
198,399	Female	22	1	47	0	< 1 Year	Yes	26,837	152	74	0
142,407	Male	79	1	13	1	1-2 Year	No	2,630	26	51	0
131,557	Male	26	1	28	1	< 1 Year	No	51,197	152	223	0
231,755	Male	54	1	29	1	1-2 Year	No	47,434	26	71	0
35,182	Male	53	1	12	0	1-2 Year	Yes	2,630	157	57	0
52,744	Female	20	1	31	0	< 1 Year	No	2,630	160	73	0
263,633	Female	39	1	3	0	1-2 Year	No	22,452	152	295	0
278,904	Female	31	1	20	1	< 1 Year	No	2,630	26	161	0
248,009	Female	23	1	46	0	< 1 Year	Yes	20,133	152	225	0
411,197	Female	31	1	28	1	< 1 Year	No	24,722	152	93	0
461,955	Male	25	1	50	1	< 1 Year	No	51,534	152	216	0
150,052	Male	33	1	13	1	1-2 Year	No	23,868	124	195	0
440,091	Male	28	1	12	1	< 1 Year	No	25,859	152	11	0
27,382	Female	37	1	24	0	1-2 Year	Yes	31,417	157	129	0
379,950	Female	31	1	26	1	< 1 Year	No	32,178	152	283	0
420,651	Female	39	1	46	0	1-2 Year	Yes	26,774	154	15	1
22,176	Male	67	1	32	0	> 2 Years	Yes	2,630	124	33	0
324,298	Female	24	1	9	1	< 1 Year	No	41,915	152	246	0
153,338	Male	24	1	33	0	< 1 Year	Yes	34,026	152	72	0
77,712	Male	52	1	8	1	1-2 Year	No	33,370	26	36	0
465,278	Male	32	1	2	1	< 1 Year	No	31,126	152	120	0
288,619	Male	48	1	41	0	1-2 Year	Yes	44,514	124	271	1
304,631	Male	25	1	28	1	< 1 Year	No	74,471	152	205	0
280,017	Male	61	1	20	1	1-2 Year	Yes	2,630	156	35	0
284,654	Male	57	1	2	0	1-2 Year	Yes	35,438	26	41	0
106,952	Male	32	1	12	0	1-2 Year	Yes	31,443	124	297	0
216,470	Female	25	1	41	1	< 1 Year	No	39,471	160	289	0
239,590	Male	76	1	8	0	1-2 Year	Yes	36,384	26	279	0
108,009	Male	60	1	23	1	1-2 Year	No	32,572	124	90	0
290,695	Female	67	1	28	0	> 2 Years	Yes	56,702	26	177	0
444,729	Male	27	1	29	1	< 1 Year	No	33,622	152	159	0
370,376	Male	54	1	33	0	1-2 Year	Yes	2,630	26	114	0
164,764	Female	31	1	15	1	< 1 Year	No	44,238	151	51	0
434,399	Female	34	1	46	1	1-2 Year	No	23,675	152	86	0
222,009	Female	38	1	28	0	1-2 Year	Yes	46,000	122	93	0
161,646	Female	52	1	28	0	1-2 Year	Yes	40,559	26	225	0
11,738	Male	55	1	28	0	> 2 Years	Yes	51,976	26	159	0
296,575	Female	39	1	15	0	< 1 Year	No	2,630	1	201	0
85,689	Female	20	1	20	1	< 1 Year	No	2,630	160	57	0
35,578	Male	35	1	28	0	1-2 Year	Yes	46,670	61	195	0
385,790	Female	23	1	41	1	< 1 Year	No	30,129	152	214	0
36,519	Male	58	1	35	0	1-2 Year	No	27,453	26	117	0
419,177	Female	22	1	36	1	< 1 Year	No	27,861	152	64	0
214,903	Female	20	1	29	1	1-2 Year	No	2,630	156	84	0

Subsets and Splits

No community queries yet

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