Subset (3)

coastal_flood_prone · 10k rows

Split (1)

train · 10k rows

id int64	month int64	year int64	season string	monthly_mean_temp_c float64	temp_anomaly_c float64	monthly_rainfall_mm float64	rainfall_anomaly_pct float64	relative_humidity_pct int64	enso_phase string	flooding_event int64	drought_month int64	altitude_m int64	urban int64	population_density string	age_group string	sex string	disease string	climate_attributable int64	severity string	hospitalised int64	died int64	itn_use int64	vector_control_active int64	wash_improved int64	surveillance_detected int64	early_warning_issued int64	outbreak_declared int64
1	9	2,021	wet	30.5	1.27	94.4	-32.6	66	neutral	0	0	49	0	medium	50_plus	female	diarrhoeal_disease	1	mild	0	0	0	1	0	0	0	0
2	5	2,023	wet	28.2	0.59	238.3	13.3	69	el_nino	0	0	62	0	high	5_14	male	malaria	1	mild	0	0	1	0	0	0	0	0
3	5	2,023	wet	29.2	0.86	289.7	21.8	67	el_nino	1	0	58	0	high	15_49	male	cholera	1	mild	0	0	0	0	0	0	0	0
4	7	2,022	wet	30.6	0.63	228.4	21.4	62	neutral	0	0	16	1	medium	5_14	female	malaria	0	moderate	1	0	1	1	1	0	0	0
5	3	2,021	wet	29.8	1.02	329.9	-2.5	59	neutral	1	0	6	1	high	50_plus	female	malaria	0	moderate	0	0	1	1	0	0	0	0
6	5	2,022	wet	27.1	0.08	276.5	-13.2	67	neutral	0	0	42	1	high	under5	female	malaria	0	mild	0	0	0	1	0	0	0	0
7	8	2,018	wet	24.9	0.29	298.2	21	88	la_nina	0	0	20	0	low	5_14	female	malaria	0	mild	0	0	0	1	0	1	0	0
8	4	2,022	wet	33	0.87	358.4	-12.5	50	el_nino	0	0	113	0	high	5_14	female	malaria	1	mild	0	0	1	1	0	0	0	0
9	9	2,023	wet	28.3	0.94	387.5	5.5	60	la_nina	1	0	96	1	high	5_14	male	diarrhoeal_disease	1	mild	0	0	0	0	1	1	0	0
10	12	2,021	dry	27	0.97	180.7	2.3	42	el_nino	0	0	48	0	medium	5_14	female	cholera	0	mild	0	0	0	0	1	1	0	0
11	8	2,023	wet	28.2	0.45	249.9	6.1	67	el_nino	0	0	52	0	high	15_49	female	diarrhoeal_disease	1	moderate	1	0	0	0	0	1	0	0
12	8	2,023	wet	34.1	0.54	191.1	-2.4	43	la_nina	0	0	113	1	high	15_49	male	malaria	1	mild	0	0	1	1	0	1	0	0
13	3	2,019	wet	28	0.67	290.9	-13.9	70	neutral	1	0	60	0	high	50_plus	male	malaria	1	mild	0	0	1	1	1	0	1	0
14	10	2,018	wet	29.8	-0.07	353.5	11.4	51	neutral	0	0	51	0	low	15_49	female	diarrhoeal_disease	0	mild	0	0	0	0	1	1	0	0
15	6	2,020	wet	24.8	1.23	240.4	-1.5	52	el_nino	0	0	89	0	medium	5_14	female	diarrhoeal_disease	0	moderate	0	0	0	1	0	1	0	0
16	11	2,019	dry	30.3	1.18	217.9	18.3	16	el_nino	0	0	14	0	medium	15_49	female	schistosomiasis	1	mild	0	0	0	0	1	0	0	0
17	6	2,021	wet	28.8	1.01	415.5	-51.6	57	el_nino	1	0	94	0	medium	15_49	female	malaria	0	moderate	1	0	1	1	1	0	0	0
18	5	2,022	wet	26.7	0.39	288.2	21.1	65	neutral	0	0	75	1	high	15_49	male	malaria	0	moderate	1	0	0	1	0	0	0	0
19	11	2,023	dry	23.9	-0.36	58.9	-11.8	40	el_nino	0	0	54	1	high	under5	male	malaria	0	mild	0	0	0	1	1	1	0	0
20	10	2,020	wet	22.8	0.46	337.4	-7.1	67	neutral	0	0	47	1	high	15_49	female	diarrhoeal_disease	0	mild	0	0	0	1	1	0	0	0
21	8	2,018	wet	26	1.04	258.2	-45.8	76	el_nino	1	0	17	0	high	15_49	female	malaria	0	mild	0	0	0	0	0	1	0	0
22	6	2,021	wet	33.8	0.83	284.4	26.9	54	neutral	0	0	59	0	low	15_49	male	malaria	1	mild	0	0	0	0	0	0	0	0
23	5	2,023	wet	31.3	0.23	270.6	64.9	67	neutral	0	0	67	0	medium	15_49	male	diarrhoeal_disease	0	mild	0	0	0	1	0	1	0	0
24	5	2,019	wet	30.9	-0.12	239.8	-49.8	47	la_nina	0	0	76	0	low	5_14	female	schistosomiasis	0	moderate	0	0	0	0	1	0	1	0
25	4	2,021	wet	30.3	0.46	350.8	40.7	53	neutral	0	0	44	0	medium	under5	female	malaria	0	moderate	1	0	0	1	1	1	0	0
26	7	2,021	wet	26.6	-0.04	195.6	6.2	62	neutral	0	0	45	1	high	15_49	male	diarrhoeal_disease	0	mild	0	0	0	0	0	0	0	0
27	10	2,020	wet	26.4	0.76	300.1	1.3	55	la_nina	1	0	45	0	medium	5_14	female	malaria	1	moderate	0	0	0	0	0	0	0	0
28	12	2,023	dry	24.7	1.16	233.8	-29.4	24	neutral	0	0	98	0	low	15_49	female	malaria	1	mild	0	0	1	0	0	0	0	0
29	10	2,019	wet	27	0.48	318.7	19.1	70	la_nina	1	0	18	0	high	15_49	female	diarrhoeal_disease	0	mild	0	0	0	0	0	1	0	0
30	8	2,018	wet	27.3	0.59	392.6	-26	36	la_nina	0	0	37	0	medium	5_14	female	malaria	1	mild	0	0	0	0	1	0	1	0
31	7	2,023	wet	25.4	-0.07	284.8	-9.8	87	el_nino	1	0	16	1	low	15_49	female	malaria	1	severe	0	0	1	0	1	1	0	0
32	7	2,022	wet	30.6	0.94	205.8	-32.9	75	el_nino	0	0	121	0	high	15_49	male	malaria	0	moderate	0	0	0	1	0	1	0	0
33	12	2,021	dry	26.8	1.28	0	-20.7	25	el_nino	0	1	22	0	medium	under5	male	malaria	1	moderate	1	0	1	0	1	1	0	0
34	1	2,021	dry	24.4	0.02	115.7	-8.8	22	el_nino	0	0	83	1	high	15_49	male	malaria	0	mild	0	0	0	1	1	1	0	0
35	1	2,019	dry	29.4	-0.01	0	25	49	neutral	0	0	52	0	medium	under5	female	diarrhoeal_disease	0	mild	0	0	0	0	0	0	0	0
36	10	2,020	wet	30.2	1.02	382.5	15.9	73	el_nino	1	0	0	1	medium	15_49	female	diarrhoeal_disease	1	moderate	1	0	0	1	0	1	0	0
37	12	2,018	dry	27.2	1.7	134.5	0.3	37	neutral	0	0	43	0	low	under5	female	malaria	0	severe	1	0	1	0	1	0	0	0
38	6	2,022	wet	31.8	1.35	258.1	-31.1	61	neutral	1	0	32	0	medium	under5	female	dengue	0	mild	0	0	0	1	1	0	0	0
39	4	2,021	wet	23.9	0.81	272.8	-2.9	79	neutral	0	0	96	1	high	50_plus	female	malaria	1	moderate	1	0	1	0	0	0	0	0
40	8	2,022	wet	26.8	1.28	237.4	-12.2	75	la_nina	0	0	58	1	medium	15_49	male	schistosomiasis	1	mild	0	0	0	0	1	1	0	0
41	7	2,021	wet	28.5	0.94	179.3	18.1	65	la_nina	0	0	0	1	medium	15_49	female	diarrhoeal_disease	0	severe	0	0	0	1	1	0	1	0
42	10	2,022	wet	27.2	0.6	273.5	-7.8	77	neutral	0	0	64	0	medium	15_49	female	malaria	0	mild	0	0	1	1	0	1	0	0
43	6	2,020	wet	31.1	1.38	399.3	13.2	81	el_nino	1	0	23	0	high	15_49	female	dengue	1	mild	0	0	0	1	0	0	0	0
44	3	2,022	wet	25.7	0.76	354.6	21.6	67	la_nina	0	0	86	0	medium	5_14	female	diarrhoeal_disease	0	mild	0	0	0	0	1	1	0	0
45	10	2,022	wet	28.6	1	415.5	3.3	52	neutral	1	0	9	1	medium	15_49	male	malaria	0	mild	0	0	1	0	0	0	0	0
46	6	2,023	wet	24.8	0.91	336.2	9.4	72	la_nina	0	0	40	0	medium	50_plus	male	diarrhoeal_disease	1	moderate	0	0	0	0	0	0	0	0
47	6	2,021	wet	28.6	0.97	330.3	-9.4	74	el_nino	1	0	93	0	high	5_14	female	malaria	1	mild	0	0	0	0	1	0	0	0
48	12	2,022	dry	27.5	0.8	148.1	29.7	37	neutral	0	0	64	0	high	15_49	male	schistosomiasis	0	mild	0	0	0	0	0	1	0	0
49	11	2,023	dry	25	1.02	0	-5.1	36	la_nina	0	0	94	0	low	5_14	female	malaria	1	moderate	0	0	1	1	0	0	1	0
50	9	2,019	wet	28	0	187.8	5.7	80	neutral	0	0	32	0	low	under5	female	malaria	0	severe	0	0	0	1	0	0	0	0
51	8	2,022	wet	27	1.41	412.1	12.4	76	la_nina	0	0	68	1	high	5_14	female	diarrhoeal_disease	0	mild	0	0	0	0	0	0	0	0
52	3	2,023	wet	31.4	0.62	301.7	-24.7	70	el_nino	0	0	42	1	high	15_49	male	malaria	0	moderate	1	0	1	0	0	1	0	0
53	7	2,023	wet	32.9	-0.36	89.9	-13.6	65	el_nino	0	0	64	1	medium	15_49	male	schistosomiasis	1	moderate	1	0	0	0	0	0	0	0
54	4	2,022	wet	28	0.05	181.3	-21.5	94	neutral	0	0	37	1	high	15_49	male	malaria	0	moderate	0	0	1	1	0	1	0	0
55	8	2,018	wet	28.6	0.11	241.5	9.1	72	neutral	0	0	95	0	high	under5	male	dengue	0	mild	0	0	0	1	1	1	0	0
56	3	2,019	wet	27	0.46	205.9	-22	92	el_nino	0	0	76	1	high	50_plus	male	malaria	1	moderate	1	0	0	0	0	0	1	0
57	6	2,020	wet	27.2	1.08	321	-13.7	51	la_nina	0	0	0	0	medium	15_49	male	malaria	1	mild	0	0	0	0	0	0	0	0
58	11	2,023	dry	27	0.02	141.1	37.9	25	neutral	0	0	28	1	medium	5_14	male	malaria	0	moderate	1	0	0	0	1	0	0	0
59	8	2,022	wet	32.4	1.52	236.3	9.3	57	el_nino	0	0	32	0	medium	under5	female	diarrhoeal_disease	1	mild	0	0	0	0	1	0	0	0
60	7	2,020	wet	27.5	0.6	78.4	6.4	75	neutral	0	0	30	1	high	50_plus	male	malaria	0	moderate	1	0	0	0	1	0	1	0
61	10	2,023	wet	29.6	1.08	435.3	-5.1	69	la_nina	0	0	27	0	medium	15_49	male	malaria	1	mild	0	0	1	1	1	0	0	0
62	10	2,023	wet	29.8	1.13	514	-5.3	55	la_nina	1	0	34	0	high	under5	female	malaria	0	mild	0	0	0	1	1	0	0	0
63	7	2,023	wet	27.6	0.67	236	22.9	44	la_nina	0	0	38	1	high	under5	female	diarrhoeal_disease	0	severe	0	0	0	1	0	0	0	0
64	11	2,023	dry	30.5	-0.63	25.4	-4.1	13	la_nina	0	0	87	1	high	15_49	female	dengue	0	mild	0	0	0	1	0	1	0	0
65	12	2,023	dry	30.4	0.64	35.6	-12.3	28	neutral	0	0	57	0	medium	5_14	female	dengue	0	severe	0	0	0	1	0	0	0	0
66	7	2,019	wet	32.1	0.89	188	20.6	76	neutral	0	0	72	0	low	under5	female	dengue	1	mild	0	0	0	0	0	0	1	0
67	8	2,020	wet	28.2	0.95	479.3	37.9	61	la_nina	1	0	65	0	high	15_49	female	diarrhoeal_disease	0	mild	0	0	0	0	0	0	0	0
68	10	2,021	wet	25.4	0.12	141.6	-44.2	66	el_nino	0	0	49	0	high	5_14	male	schistosomiasis	1	mild	0	0	0	0	0	0	0	0
69	3	2,021	wet	25.2	0.96	286.1	-15.4	64	neutral	0	0	39	0	high	15_49	female	malaria	0	mild	0	0	1	0	1	1	0	0
70	5	2,020	wet	28.8	1.07	350.6	-49.9	44	neutral	0	0	89	0	high	50_plus	female	diarrhoeal_disease	0	moderate	0	0	0	1	0	0	0	0
71	7	2,022	wet	25.7	1.8	183.7	18.7	44	neutral	0	0	95	0	medium	15_49	male	malaria	0	mild	0	0	1	1	1	1	0	0
72	6	2,023	wet	27	0.44	339.4	20.2	63	neutral	1	0	25	0	low	5_14	female	malaria	1	mild	0	0	0	0	1	0	0	0
73	1	2,022	dry	21.9	0.97	161.1	-3.8	41	el_nino	0	0	46	0	medium	5_14	male	malaria	1	severe	0	0	0	0	0	0	0	0
74	9	2,023	wet	31.4	1.43	142	-7.8	81	el_nino	0	0	55	0	high	5_14	male	malaria	1	severe	0	0	0	0	1	1	0	0
75	10	2,020	wet	29.1	1.37	59	39.8	69	neutral	0	0	13	0	high	under5	female	schistosomiasis	0	mild	0	0	0	0	0	0	0	0
76	4	2,019	wet	24.9	0.83	259.3	29.2	62	neutral	0	0	88	0	medium	15_49	male	diarrhoeal_disease	0	moderate	0	0	0	0	0	0	0	0
77	2	2,021	dry	27.4	0.94	0	-2.2	15	neutral	0	0	43	1	high	15_49	female	malaria	1	moderate	1	0	1	1	0	1	0	0
78	12	2,018	dry	23.5	0.11	6.1	-31.2	39	neutral	0	1	0	1	high	15_49	female	diarrhoeal_disease	1	mild	0	0	0	0	1	0	0	0
79	5	2,022	wet	28.3	0.29	281.4	-14.6	58	el_nino	1	0	81	1	medium	50_plus	male	malaria	0	moderate	0	0	0	0	0	0	0	0
80	5	2,021	wet	28.1	0.39	280	-9.7	82	neutral	1	0	70	0	low	15_49	male	malaria	0	severe	1	0	1	0	0	0	0	0
81	3	2,022	wet	26.7	0.48	174.9	-26.3	63	el_nino	0	0	75	0	high	5_14	female	malaria	0	mild	0	0	0	0	0	0	0	0
82	9	2,018	wet	28.8	-0.42	181.5	17.2	79	neutral	0	0	2	1	medium	under5	male	malaria	0	moderate	0	0	0	1	0	1	0	0
83	5	2,022	wet	27.6	0.85	97.1	11.9	64	neutral	0	0	78	0	low	5_14	male	malaria	1	severe	0	0	0	0	0	1	0	0
84	10	2,020	wet	30.8	1.58	191.2	-5.7	73	el_nino	0	0	16	0	medium	15_49	female	malaria	0	mild	0	0	1	1	0	0	0	0
85	9	2,022	wet	27.6	1.13	212.3	5.8	61	el_nino	0	0	64	0	low	15_49	male	malaria	1	mild	0	0	0	0	1	1	0	0
86	7	2,019	wet	30.8	0.52	214.5	-29.9	52	la_nina	0	0	71	0	medium	5_14	male	malaria	0	mild	0	0	0	0	0	0	0	0
87	2	2,021	dry	24.6	-0.28	30	-14.5	16	la_nina	0	0	36	0	high	5_14	female	malaria	0	severe	0	1	0	0	0	0	0	0
88	2	2,023	dry	30.4	-0.72	0	25.6	31	neutral	0	1	80	0	medium	15_49	male	schistosomiasis	0	mild	0	0	0	1	0	0	0	0
89	4	2,023	wet	28.5	0.22	209	-20	49	el_nino	0	0	13	0	low	under5	female	malaria	1	moderate	0	0	1	0	0	0	0	0
90	12	2,022	dry	25.9	0.88	0	-6.8	32	neutral	0	1	57	1	high	15_49	female	malaria	1	moderate	1	0	1	1	1	0	0	0
91	10	2,021	wet	28	0.41	243.9	5	55	la_nina	0	0	9	0	high	under5	female	diarrhoeal_disease	0	mild	0	0	0	0	0	0	1	0
92	6	2,022	wet	29.2	0.1	371	-2.4	51	neutral	1	0	12	0	medium	under5	male	schistosomiasis	1	mild	0	0	0	0	0	0	0	0
93	4	2,021	wet	25.3	0.06	320.9	-65	67	neutral	0	0	35	1	low	5_14	male	dengue	0	mild	0	0	0	1	1	1	0	0
94	6	2,021	wet	26.1	1.13	314.8	2.6	51	el_nino	0	0	84	1	high	under5	female	diarrhoeal_disease	0	moderate	0	0	0	1	1	0	0	0
95	3	2,022	wet	28.5	1.07	252.4	-8.6	48	el_nino	1	0	51	1	high	5_14	male	malaria	1	mild	0	0	0	0	0	0	0	0
96	5	2,023	wet	29.1	1.11	281.9	20.5	66	neutral	1	0	25	1	high	15_49	male	cholera	1	severe	0	0	0	0	1	1	0	1
97	6	2,020	wet	29.8	0.67	275.6	2.7	67	la_nina	1	0	51	0	low	15_49	male	malaria	1	mild	0	0	1	0	0	0	0	0
98	3	2,021	wet	30.7	0.96	383.3	-2.4	61	el_nino	0	0	28	1	high	15_49	male	malaria	1	moderate	1	0	0	1	1	0	0	0
99	6	2,019	wet	26.2	1.45	327	15.1	79	el_nino	0	0	27	1	high	15_49	male	malaria	0	mild	0	0	1	1	0	1	0	0
100	2	2,023	dry	23	0.81	43	-11.7	59	neutral	0	0	71	1	high	5_14	male	malaria	1	moderate	1	0	0	0	1	0	0	0

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