This analysis focuses a IPSEC handshake. The data is [here][Pandas plotting]
Big Data Analysis with Pandas - IPSEC handshake packets |
Data
The data used is [here]
No,Mac SRC,Mac Dest,IP Src,IP Dest,IP Proto,TTL,TCP Src,TCP Dest,UDP Src,UDP Dest,Len 1,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65340,62515,58 2,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65341,500,918 3,00:18:4d:b0:d6:8c,00:1f:3c:4f:30:1d,146.176.210.2,192.168.0.20,17,117,,,500,65341,490 4,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,202 5,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,43 6,00:18:4d:b0:d6:8c,00:1f:3c:4f:30:1d,146.176.210.2,192.168.0.20,17,117,,,4500,65342,146 7,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,130 8,00:18:4d:b0:d6:8c,00:1f:3c:4f:30:1d,146.176.210.2,192.168.0.20,17,117,,,4500,65342,106 9,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,106 10,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,234 11,00:18:4d:b0:d6:8c,00:1f:3c:4f:30:1d,146.176.210.2,192.168.0.20,17,117,,,,,1514 12,00:18:4d:b0:d6:8c,00:1f:3c:4f:30:1d,146.176.210.2,192.168.0.20,17,117,,,4500,65342,186 13,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,1074 14,00:18:4d:b0:d6:8c,00:1f:3c:4f:30:1d,146.176.210.2,192.168.0.20,17,117,,,4500,65342,138 15,00:18:4d:b0:d6:8c,00:1f:3c:4f:30:1d,146.176.210.2,192.168.0.20,17,117,,,4500,65342,226 16,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,98 17,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,62515,62515,54 18,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,43 19,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,114 20,00:1f:3c:4f:30:1d,00:18:4d:b0:d6:8c,192.168.0.20,146.176.210.2,17,128,,,65342,4500,130 21,00:18:4d:b0:d6:8c,00:1f:3c:4f:30:1d,146.176.210.2,192.168.0.20,17,117,,,4500,65342,130
Code
An outline of the code is:
import numpy as np import pandas as pd import sys import statsmodels.api as sm