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
21,019	Female	24	1	28	1	< 1 Year	No	106,578	26	285	0
181,151	Female	27	1	8	1	< 1 Year	No	46,172	152	218	0
241,235	Male	41	1	20	0	> 2 Years	Yes	2,630	156	128	0
84,323	Male	43	1	24	0	1-2 Year	No	30,681	124	50	0
46,767	Male	32	1	30	1	< 1 Year	No	24,717	152	228	0
400,749	Female	52	1	28	0	1-2 Year	Yes	44,379	26	140	1
222,433	Male	46	1	46	1	1-2 Year	No	17,881	26	37	0
233,505	Male	63	1	39	0	1-2 Year	Yes	31,683	26	162	0
26,048	Female	61	1	48	1	1-2 Year	No	2,630	124	100	0
430,827	Female	20	1	15	1	< 1 Year	No	30,548	160	130	0
364,950	Female	21	1	47	1	< 1 Year	No	25,932	152	238	0
339,711	Male	29	1	28	0	1-2 Year	Yes	29,168	26	254	0
159,168	Male	24	1	45	1	< 1 Year	No	2,630	152	217	0
244,640	Female	41	1	28	0	1-2 Year	Yes	2,630	156	59	0
260,534	Female	48	1	28	0	1-2 Year	Yes	2,630	154	242	0
319,541	Male	66	1	28	0	1-2 Year	Yes	28,504	26	47	1
220,218	Male	53	1	28	0	1-2 Year	Yes	40,404	55	49	0
240,930	Female	62	1	18	0	1-2 Year	Yes	28,556	26	55	1
310,217	Female	29	1	36	1	< 1 Year	No	41,089	151	31	0
317,228	Male	41	1	30	0	1-2 Year	Yes	2,630	124	69	0
108,552	Male	28	1	41	1	< 1 Year	No	38,812	152	259	0
326,145	Female	58	1	28	0	1-2 Year	Yes	33,240	122	155	0
267,293	Male	57	1	28	0	1-2 Year	Yes	37,317	124	93	0
97,626	Male	24	1	41	1	< 1 Year	No	26,742	152	199	0
156,262	Female	32	1	27	0	< 1 Year	Yes	28,478	152	259	0
115,444	Female	23	1	27	1	< 1 Year	No	28,462	152	240	0
188,662	Male	45	1	46	0	1-2 Year	Yes	39,165	124	152	0
348,123	Male	22	1	29	1	< 1 Year	No	45,564	152	215	0
457,779	Male	24	1	18	1	< 1 Year	No	34,993	152	117	0
501,722	Male	26	1	23	1	< 1 Year	No	21,525	152	130	0
166,141	Female	34	1	14	0	1-2 Year	No	45,411	26	210	0
258,934	Female	24	1	3	1	< 1 Year	No	33,542	152	27	0
126,838	Male	48	1	28	0	> 2 Years	Yes	40,105	25	40	1
304,803	Male	25	1	14	1	< 1 Year	No	50,818	152	251	0
271,412	Female	32	1	28	0	1-2 Year	Yes	2,630	124	199	0
465,985	Female	34	1	33	0	1-2 Year	Yes	27,358	124	163	1
17,238	Male	31	1	28	0	1-2 Year	Yes	2,630	157	193	0
279,907	Female	51	1	8	1	1-2 Year	No	39,624	13	123	0
77,263	Male	20	1	37	0	< 1 Year	Yes	35,574	160	90	0
183,221	Male	26	1	29	1	< 1 Year	No	29,883	151	22	0
246,752	Male	39	1	28	0	1-2 Year	Yes	52,798	26	45	1
122,408	Male	25	1	36	1	< 1 Year	No	37,101	152	31	0
431,015	Male	49	1	41	0	1-2 Year	Yes	2,630	124	111	1
270,839	Female	66	1	8	0	1-2 Year	Yes	2,630	26	278	0
498,810	Female	26	1	29	1	< 1 Year	No	29,030	152	151	0
246,542	Female	25	1	12	1	< 1 Year	No	2,630	152	218	0
299,283	Female	29	1	38	0	1-2 Year	Yes	28,829	124	224	0
315,555	Male	69	1	28	1	1-2 Year	No	28,842	13	67	0
125,171	Male	22	1	15	1	< 1 Year	No	26,617	152	232	0
178,359	Female	45	1	28	0	1-2 Year	No	33,698	124	120	0
504,607	Male	24	1	28	1	< 1 Year	No	2,630	152	75	0
151,061	Female	25	1	41	1	< 1 Year	No	36,520	152	177	0
51,334	Male	64	1	14	1	1-2 Year	No	28,315	26	24	0
130,238	Male	27	1	47	0	1-2 Year	Yes	2,630	157	273	0
504,514	Male	55	1	28	0	1-2 Year	Yes	52,823	26	204	1
298,007	Female	27	1	16	1	< 1 Year	No	34,038	152	260	0
390,803	Male	25	1	21	1	< 1 Year	No	19,687	152	168	0
491,443	Male	59	1	30	0	> 2 Years	Yes	24,413	26	196	1
419,082	Male	59	1	8	0	> 2 Years	Yes	51,223	26	164	1
32,629	Male	51	1	28	0	1-2 Year	Yes	38,707	26	195	1
17,918	Male	71	1	48	0	> 2 Years	Yes	2,630	156	194	0
337,150	Male	41	1	29	1	1-2 Year	No	34,213	124	253	0
291,513	Female	23	1	8	1	< 1 Year	No	45,695	152	251	0
172,199	Female	26	1	34	1	< 1 Year	No	2,630	26	121	0
374,511	Female	34	1	50	1	1-2 Year	No	37,001	8	178	0
393,933	Male	22	1	8	1	< 1 Year	No	32,356	152	214	0
218,442	Female	52	1	20	0	1-2 Year	Yes	2,630	26	198	1
257,565	Male	24	1	17	1	< 1 Year	No	35,904	152	67	0
42,071	Male	45	1	35	1	1-2 Year	No	25,591	124	181	0
214,086	Male	28	1	28	1	< 1 Year	No	34,611	152	279	0
193,934	Male	23	1	43	1	< 1 Year	No	2,630	152	46	0
206,095	Male	41	1	20	0	1-2 Year	Yes	2,630	154	121	1
30,496	Male	45	1	28	0	1-2 Year	Yes	40,426	122	241	0
134,576	Male	24	1	45	1	< 1 Year	No	21,378	152	79	0
481,484	Male	51	1	28	1	1-2 Year	No	40,244	124	110	0
317,044	Male	64	1	28	0	> 2 Years	Yes	37,559	124	123	1
416,733	Male	66	1	46	1	1-2 Year	No	31,180	124	71	0
468,214	Male	30	1	46	1	< 1 Year	No	38,037	152	63	0
236,498	Male	28	1	10	1	< 1 Year	No	28,116	152	136	0
144,240	Male	61	1	31	0	> 2 Years	Yes	2,630	9	140	0
55,204	Female	23	1	17	1	< 1 Year	No	30,733	152	226	0
401,316	Male	62	1	3	1	1-2 Year	No	2,630	26	216	0
348,575	Male	26	1	14	1	1-2 Year	No	2,630	124	249	0
213,740	Female	30	1	15	1	< 1 Year	No	29,270	152	62	0
316,326	Male	23	1	25	0	< 1 Year	Yes	30,883	152	173	0
128,624	Male	66	1	26	0	1-2 Year	Yes	61,829	120	220	0
465,486	Female	59	1	28	1	1-2 Year	No	39,237	26	274	0
401,522	Male	52	1	7	0	> 2 Years	Yes	66,281	26	290	1
243,649	Female	44	1	28	0	1-2 Year	Yes	43,022	13	277	0
362,394	Male	51	1	28	0	1-2 Year	Yes	44,784	26	187	0
125,198	Male	55	1	41	0	1-2 Year	Yes	42,719	26	172	0
131,287	Male	58	1	29	0	1-2 Year	Yes	2,630	26	171	1
337,711	Female	40	1	28	1	1-2 Year	No	45,779	122	198	0
43,487	Female	63	1	28	0	> 2 Years	Yes	2,630	26	259	0
421,732	Male	56	1	28	0	> 2 Years	Yes	49,589	26	223	1
25,430	Female	23	1	50	1	< 1 Year	No	33,418	152	80	0
935	Female	42	1	15	0	1-2 Year	Yes	27,103	124	175	0
20,654	Male	40	1	3	0	1-2 Year	Yes	36,006	124	111	0
167,466	Female	38	1	28	0	1-2 Year	Yes	77,169	60	223	0
333,972	Male	39	1	41	0	1-2 Year	Yes	33,997	152	30	0

Subsets and Splits

No community queries yet

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