Datasets:

Aziz-snoubra
/

UNB_CIC_IOT_Dataset

Header_Length float64	Protocol Type int64	Time_To_Live float64	Rate float64	fin_flag_number float64	syn_flag_number float64	rst_flag_number float64	psh_flag_number float64	ack_flag_number float64	ece_flag_number float64	ack_count int64	syn_count int64	fin_count int64	rst_count int64	HTTP float64	HTTPS float64	DNS float64	TCP float64	UDP float64	DHCP float64	ARP float64	ICMP float64	IPv float64	LLC float64	Tot sum int64	Min int64	Max int64	AVG float64	Std float64	Tot size float64	IAT float64	Number int64	Variance float64	Label string
19.92	6	63.36	25,893.962218	0	0	0	0.99	0.99	0	99	0	0	0	0	0.01	0	0.99	0	0	0.01	0	0.99	0.99	6,421	60	481	64.21	42.1	64.21	0.000039	100	1,772.41	DDOS-PSHACK_FLOOD
0	47	64	3,703.841331	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	1	1	57,320	98	578	573.2	48	573.2	0.000271	100	2,304	MIRAI-GREIP_FLOOD
7.92	17	65.91	19,673.095685	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.99	0	0	0.01	1	1	6,010	60	70	60.1	1	60.1	0.000057	100	1	DOS-UDP_FLOOD
20.4	6	110.5	261.664826	0.1	0	0.3	0.2	0.4	0	4	0	1	3	0	0.5	0	0.7	0.2	0	0.1	0	0.9	0.9	2,223	54	1,500	222.3	451.596686	222.3	0.004766	10	203,939.566667	DNS_SPOOFING
0.32	1	63.96	28,944.199848	0	0	0	0	0.01	0	1	0	0	0	0	0.01	0	0.01	0	0	0	0.99	1	1	6,006	60	66	60.06	0.6	60.06	0.000035	100	0.36	DDOS-ICMP_FLOOD
20	6	64	47,281.07316	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000021	100	0	DDOS-TCP_FLOOD
20	6	64	99,698.217257	0	0	0	1	1	0	100	0	0	0	1	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.00001	100	0	DDOS-PSHACK_FLOOD
20.84	6	64	28,555.991285	0	1	0	0	0.21	0	21	100	0	0	0	0	0	1	0	0	0	0	1	1	15,006	60	174	150.06	46.667061	150.06	0.000035	100	2,177.814545	DDOS-SYN_FLOOD
8	17	64	43,518.406308	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000023	100	0	DDOS-UDP_FLOOD
52	6	64	322,638.769231	0	0	0	0	1	0	10	0	0	0	0	1	0	1	0	0	0	0	1	1	860	86	86	86	0	86	0.000003	10	0	MITM-ARPSPOOFING
20	6	64	36,494.422692	0	0	0	1	1	0	100	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000027	100	0	DDOS-PSHACK_FLOOD
20	6	64	32,681.190588	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000031	100	0	DDOS-SYNONYMOUSIP_FLOOD
0.08	1	64.64	20,982.011006	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0	0.01	0	0	0.99	1	1	6,022	60	82	60.22	2.2	60.22	0.000048	100	4.84	DDOS-ICMP_FLOOD
8	17	64	44,582.312925	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000022	100	0	DDOS-UDP_FLOOD
20	6	64	30,929.164516	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000032	100	0	DDOS-SYN_FLOOD
20	6	64	16,680.469278	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.00006	100	0	DOS-TCP_FLOOD
8	17	64	13,080.62997	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000076	100	0	DDOS-UDP_FLOOD
0	1	64	23,657.871284	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000042	100	0	DDOS-ICMP_FLOOD
20	6	64	34,247.603495	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000029	100	0	DDOS-TCP_FLOOD
8	17	64	24,912.710858	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.00004	100	0	DDOS-UDP_FLOOD
18.4	6	49.8	318.044253	0	0	0	0.3	0.5	0	5	0	0	0	0	0	0	0.5	0.3	0	0.2	0	0.8	0.8	1,593	60	680	159.3	197.802399	159.3	0.003435	10	39,125.788889	VULNERABILITYSCAN
8.72	17	64	8,750.529917	0	0	0	0.01	0.03	0	3	0	0	0	0	0	0	0.03	0.97	0	0	0	1	1	6,169	60	217	61.69	15.710574	61.69	0.000115	100	246.822121	DOS-UDP_FLOOD
20.76	6	64	20,112.707394	0	0.19	0.81	0	0.19	0	19	19	0	81	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.00005	100	0	DOS-SYN_FLOOD
20	6	64	39,824.382833	0	0	0	1	1	0	100	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000025	100	0	DDOS-PSHACK_FLOOD
20	6	64	19,650.053877	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000051	100	0	DDOS-TCP_FLOOD
20	6	64	47,127.011236	0	0	0	1	1	0	100	0	0	0	0	1	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000021	100	0	DDOS-PSHACK_FLOOD
20	6	64	44,587.052195	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000022	100	0	DDOS-SYNONYMOUSIP_FLOOD
20.12	6	64.59	27,623.182297	0.99	0	0.99	0.01	0.01	0	1	0	99	99	0	0.01	0	1	0	0	0	0	1	1	6,079	60	139	60.79	7.9	60.79	0.000036	100	62.41	DDOS-RSTFINFLOOD
0	1	64	8,996.791077	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000111	100	0	DDOS-ICMP_FLOOD
20	6	64	44,945.392199	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000022	100	0	DDOS-TCP_FLOOD
0.32	1	64	35,523.875667	0	0	0	0.01	0.01	0	1	0	0	0	0	0.01	0	0.01	0	0	0	0.99	1	1	6,203	60	263	62.03	20.3	62.03	0.000028	100	412.09	DDOS-ICMP_FLOOD
20	6	62	102.56	0	0	0	0.2	0.5	0	5	0	0	0	0	0.5	0	0.5	0.5	0	0	0	1	1	4,425	60	1,514	442.5	617.827241	442.5	0.009938	10	381,710.5	BENIGN
20	6	64	17,786.794453	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000056	100	0	DDOS-TCP_FLOOD
32	6	80.7	158.05792	0	0	0	0.2	1	0	10	0	0	0	0	0.9	0	1	0	0	0	0	1	1	7,027	66	1,514	702.7	713.074104	702.7	0.006393	10	508,474.677778	BENIGN
20	6	64	20,841.262112	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000048	100	0	DOS-TCP_FLOOD
2.56	1	64.75	6,642.758271	0	0.06	0	0	0.06	0.06	6	6	0	0	0	0.06	0.02	0.06	0.02	0	0	0.92	1	1	6,440	60	259	64.4	25.324161	64.4	0.000151	100	641.313131	DDOS-ICMP_FLOOD
20	6	64	30,673.570279	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000033	100	0	DDOS-SYN_FLOOD
0	1	64	186,247.957371	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000022	100	0	DDOS-ICMP_FLOOD
20	6	64	5,423.902754	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000185	100	0	DOS-TCP_FLOOD
20	6	64	44,582.312925	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000022	100	0	DDOS-SYN_FLOOD
19.8	6	63.36	17,777.747637	0	0	0.02	0.97	0.97	0	97	0	0	2	0	0	0	0.99	0	0	0.01	0	0.99	0.99	6,000	60	60	60	0	60	0.000056	100	0	DDOS-PSHACK_FLOOD
8	17	64	30,646.675435	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000033	100	0	DOS-UDP_FLOOD
18.8	6	74.8	112.828663	0.1	0	0	0.3	0.9	0	9	0	1	0	0.6	0	0	0.9	0.1	0	0	0	1	1	3,566	54	1,500	356.6	538.355768	356.6	0.011279	10	289,826.933333	DNS_SPOOFING
8.52	17	67.71	32,177.245876	0	0	0	0.03	0.04	0	4	0	0	0	0	0.01	0	0.04	0.95	0	0	0.01	1	1	7,387	60	1,239	73.87	118.351356	73.87	0.000113	100	14,007.043535	DDOS-UDP_FLOOD
0	1	64	37,147.320875	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000027	100	0	DDOS-ICMP_FLOOD
20	6	64	41,254.096587	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000024	100	0	DDOS-TCP_FLOOD
0	1	64	14,624.490934	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000068	100	0	DDOS-ICMP_FLOOD
8.48	17	67.48	13,620.523479	0	0	0	0.01	0.02	0	2	0	0	0	0	0.02	0	0.02	0.98	0	0	0	1	1	16,059	66	162	160.59	10.561121	160.59	0.000073	100	111.537273	DOS-UDP_FLOOD
19.8	6	63.36	28,826.831615	0	0.99	0	0	0	0	0	99	0	0	0	0	0	0.99	0	0	0.01	0	0.99	0.99	6,000	60	60	60	0	60	0.000035	100	0	DDOS-SYN_FLOOD
20	6	64	49,778.115357	1	0	1	0	0	0	0	0	100	100	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.00002	100	0	DDOS-RSTFINFLOOD
0	1	64	41,577.160983	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000024	100	0	DDOS-ICMP_FLOOD
19.8	6	63.36	14,714.274689	0	0.99	0	0	0	0	0	99	0	0	0	0	0	0.99	0	0	0.01	0	0.99	0.99	6,000	60	60	60	0	60	0.000068	100	0	DDOS-SYNONYMOUSIP_FLOOD
20	6	65.91	19,836.852062	0	0	0	0.02	0.02	0	2	0	0	0	0	0.99	0	0.99	0.01	0	0	0	1	1	6,123	60	156	61.23	9.946173	61.23	0.00005	100	98.926364	DOS-TCP_FLOOD
20	6	64	28,984.202889	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000035	100	0	DDOS-SYNONYMOUSIP_FLOOD
7.92	17	63.36	80,258.400306	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.99	0	0.01	0	0.99	0.99	6,000	60	60	60	0	60	0.000012	100	0	DDOS-UDP_FLOOD
19.76	6	63.37	9,268.770441	0	0.98	0	0	0	0	0	98	0	0	0	0	0	0.98	0.02	0	0	0	1	1	7,416	60	768	74.16	99.619348	74.16	0.000108	100	9,924.014545	DDOS-SYN_FLOOD
20	6	64	21,644.669213	1	0	1	0	0	0	0	0	100	100	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000046	100	0	DDOS-RSTFINFLOOD
19.76	6	65.28	42,443.877758	0	0.98	0	0	0	0	0	98	0	0	0	0	0.02	0.98	0.02	0	0	0	1	1	6,165	60	147	61.65	11.625794	61.65	0.000024	100	135.159091	DDOS-SYNONYMOUSIP_FLOOD
0	1	63.36	22,893.422848	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0.99	0.99	0.99	6,000	60	60	60	0	60	0.000044	100	0	DDOS-ICMP_FLOOD
28.84	6	74.46	1,011.706872	0.08	0.13	0.19	0.32	0.68	0	68	13	8	19	0	0.92	0	0.92	0.08	0	0	0	1	1	14,318	60	2,962	143.18	329.54549	143.18	0.000988	100	108,600.229899	DDOS-SLOWLORIS
20	6	64	30,922.323798	1	0	1	0	0	0	0	0	100	100	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000032	100	0	DDOS-RSTFINFLOOD
20	6	64	15,769.838704	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000063	100	0	DDOS-TCP_FLOOD
8	17	64	43,401.324503	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000023	100	0	DDOS-UDP_FLOOD
8.48	17	63.71	24,808.091323	0.01	0	0	0.01	0.02	0	2	0	1	0	0.02	0	0	0.02	0.98	0	0	0	1	1	6,387	60	441	63.87	38.098664	63.87	0.00004	100	1,451.508182	DOS-UDP_FLOOD
8	17	64	42,956.820975	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0	1	0	0	0	1	1	6,010	60	70	60.1	1	60.1	0.000027	100	1	DDOS-UDP_FLOOD
8	17	64	51,444.915982	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000019	100	0	DDOS-UDP_FLOOD
8	17	64	8,058.066127	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000124	100	0	DDOS-UDP_FLOOD
0.4	1	70.9	3,188.978521	0	0.01	0	0	0	0	0	1	0	0	0	0.01	0	0.01	0.02	0.01	0.02	0.95	0.98	0.98	6,508	60	350	65.08	32.500406	65.08	0.000314	100	1,056.276364	DDOS-ICMP_FLOOD
20	6	64	36,311.176522	1	0	1	0	0	0	0	0	100	100	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000028	100	0	DDOS-RSTFINFLOOD
8	17	64	31,605.033532	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000032	100	0	DDOS-UDP_FLOOD
19.84	6	66.95	5,777.676148	0	0.01	0.02	0.96	0.99	0	99	1	0	2	0	0	0	0.99	0	0	0.01	0	0.99	0.99	6,000	60	60	60	0	60	0.000176	100	0	DDOS-PSHACK_FLOOD
20	6	64	44,346.627194	0	0	0	1	1	0	100	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000023	100	0	DDOS-PSHACK_FLOOD
0	1	64	56,367.47749	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000018	100	0	DDOS-ICMP_FLOOD
8	17	64	48,427.479506	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000021	100	0	DDOS-UDP_FLOOD
20	6	64	24,545.318352	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000041	100	0	DDOS-TCP_FLOOD
19.8	6	63.36	7,124.083227	0	0	0	0.99	0.99	0	99	0	0	0	0	0	0	0.99	0	0	0.01	0	0.99	0.99	6,000	60	60	60	0	60	0.00014	100	0	DDOS-PSHACK_FLOOD
20	6	64	40,681.901067	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000025	100	0	DDOS-TCP_FLOOD
20	6	64	2,986.141152	0	1	0	0	0	0	0	100	0	0	0	1	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000335	100	0	DOS-SYN_FLOOD
20	6	64	10,460.132675	1	0	1	0	0	0	0	0	100	100	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000096	100	0	DDOS-RSTFINFLOOD
20.04	6	65.91	28,280.655384	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000035	100	0	DDOS-SYNONYMOUSIP_FLOOD
0	1	64	24,505.164758	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000041	100	0	DDOS-ICMP_FLOOD
19.88	6	64	21,868.112617	0.97	0	0.97	0.01	0.01	0	1	0	97	97	0.97	0.01	0	0.98	0.02	0	0	0	1	1	6,096	60	156	60.96	9.6	60.96	0.000046	100	92.16	DDOS-RSTFINFLOOD
0	1	64	8,472.485608	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000118	100	0	DDOS-ICMP_FLOOD
0	1	64	41,152.904239	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000024	100	0	DDOS-ICMP_FLOOD
0	1	64	48,896.059688	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.00002	100	0	DDOS-ICMP_FLOOD
0	1	64	22,588.884102	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000044	100	0	DDOS-ICMP_FLOOD
20	6	64	24,509.460644	1	0	1	0	0	0	0	0	100	100	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000041	100	0	DDOS-RSTFINFLOOD
32	6	64	355,449.491525	0	0	0	0.1	1	0	10	0	0	0	0	1	0	1	0	0	0	0	1	1	1,251	66	657	125.1	186.89061	125.1	0.000003	10	34,928.1	VULNERABILITYSCAN
19.8	6	63.36	8,278.177117	0	0	0	0.99	0.99	0	99	0	0	0	0	0.99	0	0.99	0	0	0.01	0	0.99	0.99	6,000	60	60	60	0	60	0.000122	100	0	DDOS-PSHACK_FLOOD
0	1	64	33,146.072388	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.00003	100	0	DDOS-ICMP_FLOOD
20	6	64	49,165.443676	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.00002	100	0	DDOS-SYNONYMOUSIP_FLOOD
20	6	64	28,459.112498	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.00004	100	0	DDOS-SYN_FLOOD
20	6	64	35,931.671378	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000028	100	0	DDOS-SYNONYMOUSIP_FLOOD
8	17	64.64	14,837.114861	0	0	0	0	0	0	0	0	0	0	0	0	0.01	0	1	0	0	0	1	1	6,039	60	99	60.39	3.9	60.39	0.000067	100	15.21	DOS-UDP_FLOOD
0.44	1	62.72	1,396.667421	0	0.01	0	0	0	0	0	1	0	0	0	0.01	0	0.01	0	0	0.02	0.97	0.98	0.98	91,760	60	1,514	917.6	589.658556	917.6	0.000719	100	347,697.212121	DDOS-ICMP_FRAGMENTATION
20	6	64	26,420.812598	0	1	0	0	0	0	0	100	0	0	0	0	0	1	0	0	0	0	1	1	6,000	60	60	60	0	60	0.000038	100	0	DDOS-SYNONYMOUSIP_FLOOD
32	6	80.8	1,545.831276	0	0	0	0	1	0	10	0	0	0	0	1	0	1	0	0	0	0	1	1	15,140	66	2,962	1,514	682.593746	1,514	0.000752	10	465,934.222222	BENIGN
0	47	64	5,025.104532	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	59,200	592	592	592	0	592	0.0002	100	0	MIRAI-GREETH_FLOOD
8	17	64	24,432.36442	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	6,000	60	60	60	0	60	0.000041	100	0	DOS-UDP_FLOOD
0	1	64	59,696.897239	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	6,000	60	60	60	0	60	0.000017	100	0	DDOS-ICMP_FLOOD

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