inspect_block creates a list where the original data has been divided
into blocks denoted in the state vector. Streamlines the process of inspecting
specific blocks of interest.
inspect_block(data, block_length)
| data | data |
|---|---|
| block_length | integer value to divide data |
A list where each item is a data frame that contains the original data for each block denoted in the state vector.
tabulate_state_vector for creating the state vector matrix based
on desired blocks.
inspect_block(security_logs, 30)#> [[1]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 McAfee NSP Attempt 223.7… 32.73… 135 20000 #> 2 CISCO ASA Failure 174.1… 219.1… 80 25 #> 3 IBM SNIPS Success 174.1… 145.1… 80 593 #> 4 McAfee NSP Success 227.1… 151.1… 21 25 #> 5 Juniper SRX Success 28.9.… 145.1… 135 90 #> 6 McAfee NSP Success 28.9.… 145.1… 80 25 #> 7 McAfee NSP Attempt 28.9.… 56.13… 80 25 #> 8 McAfee ePO Attempt 223.7… 151.1… 25 20000 #> 9 McAfee ePO Attempt 174.1… 151.1… 25 593 #> 10 CISCO ASA Attempt 227.1… 56.13… 25 90 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #> #> [[2]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 Juniper SRX Failure 227.1… 151.1… 80 90 #> 2 CISCO ASA Success 28.9.… 32.73… 25 20000 #> 3 McAfee ePO Success 174.1… 32.73… 113 80 #> 4 CISCO ASA Failure 227.1… 219.1… 21 80 #> 5 Juniper SRX Success 227.1… 219.1… 25 593 #> 6 CISCO ASA Failure 28.9.… 219.1… 113 90 #> 7 CISCO ASA Failure 89.13… 145.1… 21 20000 #> 8 Palo Alto Ne… Firewall Failure 174.1… 145.1… 113 90 #> 9 IBM SNIPS Success 174.1… 151.1… 21 593 #> 10 CISCO ASA Success 89.13… 145.1… 80 80 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #> #> [[3]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 IBM SNIPS Success 28.9.… 219.1… 113 25 #> 2 Palo Alto Ne… Firewall Success 89.13… 56.13… 21 80 #> 3 Palo Alto Ne… Firewall Success 89.13… 145.1… 21 25 #> 4 IBM SNIPS Failure 174.1… 151.1… 80 80 #> 5 CISCO ASA Attempt 223.7… 219.1… 113 90 #> 6 CISCO ASA Success 223.7… 219.1… 113 25 #> 7 Juniper SRX Attempt 89.13… 151.1… 113 80 #> 8 McAfee NSP Attempt 223.7… 219.1… 80 593 #> 9 McAfee NSP Failure 89.13… 219.1… 21 20000 #> 10 McAfee NSP Failure 89.13… 151.1… 21 25 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #> #> [[4]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 Juniper SRX Success 223.7… 219.1… 80 80 #> 2 CISCO ASA Success 223.7… 32.73… 21 80 #> 3 McAfee ePO Attempt 227.1… 56.13… 135 80 #> 4 IBM SNIPS Success 28.9.… 32.73… 135 593 #> 5 Juniper SRX Attempt 223.7… 56.13… 25 90 #> 6 McAfee ePO Success 174.1… 151.1… 135 25 #> 7 IBM SNIPS Attempt 89.13… 32.73… 21 593 #> 8 McAfee NSP Success 227.1… 151.1… 80 90 #> 9 CISCO ASA Success 223.7… 56.13… 80 593 #> 10 McAfee ePO Success 28.9.… 151.1… 80 593 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #> #> [[5]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 Palo Alto Ne… Firewall Success 89.13… 32.73… 135 25 #> 2 McAfee NSP Failure 223.7… 32.73… 80 20000 #> 3 McAfee NSP Attempt 89.13… 56.13… 135 20000 #> 4 Palo Alto Ne… Firewall Success 89.13… 151.1… 25 25 #> 5 IBM SNIPS Attempt 174.1… 145.1… 135 20000 #> 6 IBM SNIPS Success 174.1… 32.73… 25 80 #> 7 McAfee NSP Failure 174.1… 151.1… 25 90 #> 8 McAfee NSP Success 227.1… 219.1… 113 80 #> 9 IBM SNIPS Success 227.1… 219.1… 21 80 #> 10 Palo Alto Ne… Firewall Attempt 174.1… 145.1… 80 20000 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #> #> [[6]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 CISCO ASA Success 223.7… 145.1… 80 25 #> 2 McAfee ePO Attempt 174.1… 219.1… 21 20000 #> 3 IBM SNIPS Attempt 223.7… 151.1… 25 593 #> 4 CISCO ASA Success 223.7… 151.1… 113 90 #> 5 IBM SNIPS Attempt 174.1… 151.1… 21 25 #> 6 IBM SNIPS Attempt 223.7… 145.1… 113 90 #> 7 McAfee NSP Attempt 223.7… 151.1… 21 90 #> 8 Juniper SRX Success 227.1… 219.1… 80 90 #> 9 CISCO ASA Attempt 28.9.… 32.73… 113 90 #> 10 CISCO ASA Success 28.9.… 56.13… 113 80 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #> #> [[7]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 Palo Alto Ne… Firewall Success 227.1… 32.73… 135 80 #> 2 CISCO ASA Success 227.1… 219.1… 135 593 #> 3 McAfee ePO Success 89.13… 145.1… 25 20000 #> 4 CISCO ASA Attempt 227.1… 145.1… 25 25 #> 5 Juniper SRX Failure 174.1… 151.1… 25 80 #> 6 Palo Alto Ne… Firewall Success 227.1… 56.13… 25 80 #> 7 Palo Alto Ne… Firewall Attempt 223.7… 56.13… 21 25 #> 8 IBM SNIPS Attempt 89.13… 219.1… 25 25 #> 9 McAfee ePO Attempt 89.13… 56.13… 25 20000 #> 10 McAfee NSP Success 28.9.… 32.73… 135 90 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #> #> [[8]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 IBM SNIPS Attempt 227.1… 56.13… 25 80 #> 2 CISCO ASA Failure 227.1… 219.1… 21 80 #> 3 McAfee NSP Success 89.13… 56.13… 80 80 #> 4 CISCO ASA Attempt 174.1… 151.1… 21 90 #> 5 McAfee ePO Success 28.9.… 219.1… 113 20000 #> 6 CISCO ASA Failure 28.9.… 56.13… 135 593 #> 7 McAfee NSP Attempt 174.1… 145.1… 113 25 #> 8 Juniper SRX Failure 227.1… 151.1… 21 25 #> 9 McAfee NSP Failure 223.7… 32.73… 21 25 #> 10 Juniper SRX Failure 227.1… 56.13… 80 593 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #> #> [[9]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 IBM SNIPS Attempt 227.1… 56.13… 21 20000 #> 2 Palo Alto Ne… Firewall Attempt 89.13… 56.13… 25 20000 #> 3 McAfee ePO Success 223.7… 219.1… 80 25 #> 4 Juniper SRX Failure 227.1… 56.13… 21 25 #> 5 Juniper SRX Success 174.1… 145.1… 21 80 #> 6 Palo Alto Ne… Firewall Failure 28.9.… 145.1… 80 80 #> 7 McAfee NSP Success 28.9.… 151.1… 113 20000 #> 8 McAfee NSP Failure 227.1… 32.73… 25 80 #> 9 Palo Alto Ne… Firewall Success 227.1… 151.1… 21 80 #> 10 CISCO ASA Success 28.9.… 145.1… 113 90 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #> #> [[10]] #> # A tibble: 30 x 10 #> Device_Vendor Device_Product Device_Action Src_IP Dst_IP Src_Port Dst_Port #> <chr> <chr> <chr> <chr> <chr> <int> <int> #> 1 McAfee NSP Failure 227.1… 145.1… 25 80 #> 2 Juniper SRX Attempt 174.1… 145.1… 21 593 #> 3 McAfee ePO Success 28.9.… 56.13… 113 593 #> 4 IBM SNIPS Success 227.1… 32.73… 25 90 #> 5 Juniper SRX Failure 223.7… 151.1… 80 80 #> 6 Juniper SRX Failure 174.1… 56.13… 21 90 #> 7 IBM SNIPS Success 223.7… 56.13… 80 90 #> 8 McAfee NSP Success 223.7… 219.1… 21 80 #> 9 McAfee ePO Failure 28.9.… 219.1… 25 80 #> 10 McAfee ePO Attempt 174.1… 56.13… 135 25 #> # … with 20 more rows, and 3 more variables: Protocol <chr>, Country_Src <chr>, #> # Bytes_TRF <int> #>