azure / Azure-Sentinel-Notebooks
File Size

The distribution of size of files (measured in lines of code).

Intro
Learn more...
File Size Overall
65% | 20% | 11% | 1% | 1%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: grouped by folders | grouped by size | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
ipynb64% | 22% | 11% | <1% | <1%
pkl82% | 0% | 8% | 4% | 4%
py0% | 0% | 19% | 45% | 35%
yaml0% | 0% | 0% | 0% | 100%
ps10% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
ROOT72% | 21% | 6% | 0% | <1%
tutorials-and-examples65% | 19% | 11% | 1% | 1%
scenario-notebooks52% | 24% | 22% | 0% | <1%
machine-learning-notebooks63% | 36% | 0% | 0% | 0%
src58% | 0% | 20% | 7% | 13%
azure-hunting100% | 0% | 0% | 0% | 0%
mitremap-notebook0% | 0% | 95% | 0% | 4%
utils0% | 0% | 0% | 92% | 7%
Longest Files (Top 50)
File# lines# units
4283 -
2678 -
2598 -
IoCExtract.ipynb
in tutorials-and-examples/feature-tutorials
2170 -
2005 -
1979 -
AzureSentinelAPIs.ipynb
in tutorials-and-examples/feature-tutorials
1882 -
pkl
az_net_comms_df.pkl
in tutorials-and-examples/example-notebooks/data
1832 -
Training - MSTICPy Training 1221.ipynb
in tutorials-and-examples/training-notebooks
1818 -
1755 -
MDATPQuery.ipynb
in tutorials-and-examples/feature-tutorials
1730 -
DataObfuscation.ipynb
in tutorials-and-examples/feature-tutorials
1672 -
1575 -
1545 -
1474 -
1469 -
1461 -
1363 -
Azure Sentinel Query Creator.ipynb
in tutorials-and-examples/how-tos
1356 -
1352 -
1305 -
pkl
alerts_list.pkl
in src/data
1300 -
pkl
alerts_list.pkl
in tutorials-and-examples/example-notebooks/data
1300 -
Splunk-DataConnector.ipynb
in tutorials-and-examples/feature-tutorials
1222 -
1141 -
1140 -
1102 -
1095 -
TroubleShootingNotebooks.ipynb
in tutorials-and-examples/how-tos
1083 -
1078 -
1071 -
989 -
A Getting Started Guide For Azure Sentinel Notebooks.ipynb
in tutorials-and-examples/deprecated-notebooks
931 -
ResourceGraphDriver.ipynb
in tutorials-and-examples/feature-tutorials
915 -
MasqueradingProcessNameAnomaly.ipynb
in machine-learning-notebooks
907 -
865 -
MordorData.ipynb
in tutorials-and-examples/feature-tutorials
855 -
DataUploader.ipynb
in tutorials-and-examples/feature-tutorials
832 -
808 -
808 -
804 -
LogAnalytics-CustomTableSetup.ipynb
in scenario-notebooks/Hunting-Notebooks
743 -
727 -
SigmaRuleImporter.ipynb
in tutorials-and-examples/example-notebooks
686 -
AutomationGallery-CredentialScanOnAzureBlobStorage.ipynb
in scenario-notebooks/Automated-Notebooks
655 -
596 -
589 -
579 -
568 -
526 -
Files With Most Units (Top 17)
File# lines# units
bookmark_helper.py
in src/SentinelUtilities/SentinelPortal
210 40
widget_view_helper.py
in src/SentinelUtilities/SentinelWidgets
158 23
Entities.py
in scenario-notebooks/UserSecurityMetadata
87 13
nb_check.py
in utils
162 8
NodeEdge.py
in scenario-notebooks/UserSecurityMetadata
25 8
181 6
mp_data.py
in tutorials-and-examples/example-notebooks
54 5
obfuscation_utility.py
in src/SentinelUtilities/SentinelUtils
15 4
log.py
in src/SentinelUtilities/SentinelLog
16 3
azure_loganalytics_helper.py
in src/SentinelUtilities/SentinelAzure
8 3
anomaly_lookup_view_helper.py
in src/SentinelUtilities/SentinelAnomalyLookup
11 3
version_management.py
in src/SentinelUtilities/SentinelUtils
44 3
GraphVis.py
in scenario-notebooks/UserSecurityMetadata
26 3
Utils.py
in scenario-notebooks/UserSecurityMetadata
15 2
12 1
config_reader.py
in src/SentinelUtilities/SentinelUtils
12 1
input_validation.py
in src/SentinelUtilities/SentinelUtils
6 1
Files With Long Lines (Top 50)

There are 97 files with lines longer than 120 characters. In total, there are 2538 long lines.

File# lines# units# long lines
pkl
az_net_comms_df.pkl
in tutorials-and-examples/example-notebooks/data
1832 - 189
2598 - 183
1305 - 84
1071 - 73
A Getting Started Guide For Azure Sentinel Notebooks.ipynb
in tutorials-and-examples/deprecated-notebooks
931 - 73
1102 - 66
1140 - 64
865 - 64
2005 - 63
1363 - 62
MasqueradingProcessNameAnomaly.ipynb
in machine-learning-notebooks
907 - 53
pkl
alerts_list.pkl
in src/data
1300 - 50
pkl
alerts_list.pkl
in tutorials-and-examples/example-notebooks/data
1300 - 50
2678 - 48
1095 - 47
Training - MSTICPy Training 1221.ipynb
in tutorials-and-examples/training-notebooks
1818 - 46
1078 - 45
1474 - 41
1469 - 41
596 - 39
1352 - 39
568 - 37
1755 - 35
AutomationGallery-CredentialScanOnAzureLogAnalytics.ipynb
in scenario-notebooks/Automated-Notebooks
488 - 33
1979 - 32
808 - 31
808 - 31
ResourceGraphDriver.ipynb
in tutorials-and-examples/feature-tutorials
915 - 31
989 - 31
498 - 30
804 - 29
579 - 28
AutomationGallery-CredentialScanOnAzureBlobStorage.ipynb
in scenario-notebooks/Automated-Notebooks
655 - 26
pkl
ti_results_ipv4.pkl
in tutorials-and-examples/example-notebooks/data
107 - 25
TroubleShootingNotebooks.ipynb
in tutorials-and-examples/how-tos
1083 - 25
1461 - 25
589 - 25
474 - 25
pkl
aad_logons.pkl
in src/data
238 - 24
pkl
aad_logons.pkl
in tutorials-and-examples/example-notebooks/data
238 - 24
pkl
az_whois.df.pkl
in tutorials-and-examples/example-notebooks/data
108 - 23
4283 - 23
34 - 22
Splunk-DataConnector.ipynb
in tutorials-and-examples/feature-tutorials
1222 - 20
IoCExtract.ipynb
in tutorials-and-examples/feature-tutorials
2170 - 19
MordorData.ipynb
in tutorials-and-examples/feature-tutorials
855 - 19
Guided Analysis - User Security Metadata.ipynb
in scenario-notebooks/UserSecurityMetadata
367 - 18
pkl
host_logons.pkl
in src/data
29 - 17
pkl
host_logons.pkl
in tutorials-and-examples/example-notebooks/data
29 - 17
457 - 17
Correlations

File Size vs. Commits (all time): 127 points

machine-learning-notebooks/Guided Hunting - Anomalous Process Network Connections.ipynb x: 2 commits (all time) y: 1545 lines of code Sentinel Bulk Logs Export.ipynb x: 5 commits (all time) y: 498 lines of code A Tour of Cybersec notebook features.ipynb x: 31 commits (all time) y: 4283 lines of code ConfiguringNotebookEnvironment.ipynb x: 44 commits (all time) y: 1102 lines of code Entity Explorer - Account.ipynb x: 63 commits (all time) y: 2678 lines of code Entity Explorer - Domain and URL.ipynb x: 19 commits (all time) y: 568 lines of code Entity Explorer - Host.ipynb x: 8 commits (all time) y: 804 lines of code Entity Explorer - IP Address.ipynb x: 70 commits (all time) y: 2005 lines of code Entity Explorer - Linux Host.ipynb x: 57 commits (all time) y: 808 lines of code Entity Explorer - Windows Host.ipynb x: 54 commits (all time) y: 808 lines of code Guided Hunting - Anomalous Office365 Exchange Sessions.ipynb x: 37 commits (all time) y: 596 lines of code Guided Hunting - Azure Resource Explorer.ipynb x: 7 commits (all time) y: 1363 lines of code Guided Hunting - Base64-Encoded Linux Commands.ipynb x: 18 commits (all time) y: 1140 lines of code Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 16 commits (all time) y: 1469 lines of code Guided Hunting - Investigating Malicious Links Shared in Teams.ipynb x: 9 commits (all time) y: 526 lines of code Guided Investigation - Azure WAF SQLI.ipynb x: 20 commits (all time) y: 989 lines of code Guided Investigation - Fusion Incident.ipynb x: 10 commits (all time) y: 1755 lines of code Guided Investigation - Incident Triage.ipynb x: 10 commits (all time) y: 1461 lines of code Machine Learning in Notebooks Examples.ipynb x: 34 commits (all time) y: 1575 lines of code scenario-notebooks/Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 3 commits (all time) y: 1474 lines of code scenario-notebooks/Guided Hunting - Use Machine Learning to Detect Potential Low and Slow Password Sprays using Apache Spark via Azure Synapse.ipynb x: 6 commits (all time) y: 2598 lines of code scenario-notebooks/Guided Investigation - MDE Webshell Alerts.ipynb x: 3 commits (all time) y: 865 lines of code scenario-notebooks/Microsoft Sentinel Query Creator.ipynb x: 7 commits (all time) y: 1979 lines of code tutorials-and-examples/example-notebooks/Example - Azure Storage VT Hash Lookup.ipynb x: 3 commits (all time) y: 182 lines of code tutorials-and-examples/how-tos/Notebook Template.ipynb x: 3 commits (all time) y: 502 lines of code tutorials-and-examples/how-tos/TroubleShootingNotebooks.ipynb x: 3 commits (all time) y: 1083 lines of code utils/check_nb_kernel.py x: 17 commits (all time) y: 181 lines of code Credential Scan on Azure Blob Storage.ipynb x: 26 commits (all time) y: 589 lines of code Credential Scan on Azure Data Explorer.ipynb x: 31 commits (all time) y: 579 lines of code Credential Scan on Azure Log Analytics.ipynb x: 28 commits (all time) y: 474 lines of code scenario-notebooks/Tools/PerfTools_Log Analytics Query.ipynb x: 2 commits (all time) y: 350 lines of code scenario-notebooks/Hunting-Notebooks/AIO_Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 2 commits (all time) y: 512 lines of code scenario-notebooks/Hunting-Notebooks/AutomateTools_ParquetGenerator.ipynb x: 2 commits (all time) y: 369 lines of code scenario-notebooks/Hunting-Notebooks/Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 6 commits (all time) y: 506 lines of code scenario-notebooks/Hunting-Notebooks/Scheduled_Hunting-AutomatedDataQueryAndMDTIAPIAndIngestionToCustomTable.ipynb x: 4 commits (all time) y: 499 lines of code scenario-notebooks/Tools/PerfTools_Log Analytics_CustomTable_Setup.ipynb x: 1 commits (all time) y: 727 lines of code scenario-notebooks/Hunting-Notebooks/Hunting-QueryParquetFilesAndIngestionToCustomTable.ipynb x: 1 commits (all time) y: 441 lines of code scenario-notebooks/Hunting-Notebooks/LogAnalytics-CustomTableSetup.ipynb x: 2 commits (all time) y: 743 lines of code scenario-notebooks/Hunting-Notebooks/Hunting-AzureResourceProvisioning.ipynb x: 1 commits (all time) y: 476 lines of code scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureLogAnalytics.ipynb x: 11 commits (all time) y: 488 lines of code scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureBlobStorage.ipynb x: 8 commits (all time) y: 655 lines of code Hands-on 1. Data Discovery using Azure REST API.ipynb x: 30 commits (all time) y: 441 lines of code scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureDataExplorer.ipynb x: 4 commits (all time) y: 368 lines of code mitremap-notebook/MitreMap - Infer MITRE technique from Threat Intel Data.ipynb x: 11 commits (all time) y: 282 lines of code mitremap-notebook/model.ps1 x: 4 commits (all time) y: 12 lines of code Configurate Azure ML and Azure Synapse Analytics.ipynb x: 26 commits (all time) y: 1095 lines of code A Getting Started Guide For PowerShell AML Notebooks.ipynb x: 23 commits (all time) y: 1352 lines of code Hands-on 2. Surfing Data using Azure SDK.ipynb x: 29 commits (all time) y: 346 lines of code azure-hunting/Azure Kubernetes Service Guided Hunting.ipynb x: 8 commits (all time) y: 1071 lines of code machine-learning-notebooks/MasqueradingProcessNameAnomaly.ipynb x: 6 commits (all time) y: 907 lines of code scenario-notebooks/Export Historical Log Data.ipynb x: 10 commits (all time) y: 1305 lines of code scenario-notebooks/AutomatedNotebooks-IncidentTriage.ipynb x: 2 commits (all time) y: 1141 lines of code scenario-notebooks/AutomatedNotebooks-Manager.ipynb x: 2 commits (all time) y: 322 lines of code scenario-notebooks/UserSecurityMetadata/Entities.py x: 2 commits (all time) y: 87 lines of code scenario-notebooks/UserSecurityMetadata/GraphVis.py x: 2 commits (all time) y: 26 lines of code scenario-notebooks/UserSecurityMetadata/Utils.py x: 2 commits (all time) y: 15 lines of code src/SentinelUtilities/SentinelPortal/bookmark_helper.py x: 2 commits (all time) y: 210 lines of code src/SentinelUtilities/SentinelUtils/version_management.py x: 2 commits (all time) y: 44 lines of code src/SentinelUtilities/SentinelWidgets/widget_view_helper.py x: 2 commits (all time) y: 158 lines of code src/data/aad_logons.pkl x: 2 commits (all time) y: 238 lines of code src/data/alerts_list.pkl x: 2 commits (all time) y: 1300 lines of code src/data/data_queries.yaml x: 2 commits (all time) y: 67 lines of code tutorials-and-examples/deprecated-notebooks/A Getting Started Guide For Azure Sentinel Notebooks.ipynb x: 2 commits (all time) y: 931 lines of code tutorials-and-examples/example-notebooks/SigmaRuleImporter.ipynb x: 2 commits (all time) y: 686 lines of code tutorials-and-examples/example-notebooks/data/az_net_comms_df.pkl x: 2 commits (all time) y: 1832 lines of code tutorials-and-examples/example-notebooks/data/az_whois.df.pkl x: 2 commits (all time) y: 108 lines of code tutorials-and-examples/example-notebooks/data/data_queries.yaml x: 2 commits (all time) y: 74 lines of code tutorials-and-examples/feature-tutorials/AzureBlobStorage.ipynb x: 2 commits (all time) y: 503 lines of code tutorials-and-examples/feature-tutorials/AzureSentinelAPIs.ipynb x: 2 commits (all time) y: 1882 lines of code tutorials-and-examples/feature-tutorials/DataObfuscation.ipynb x: 2 commits (all time) y: 1672 lines of code tutorials-and-examples/feature-tutorials/DataUploader.ipynb x: 2 commits (all time) y: 832 lines of code tutorials-and-examples/feature-tutorials/IoCExtract.ipynb x: 2 commits (all time) y: 2170 lines of code tutorials-and-examples/feature-tutorials/MDATPQuery.ipynb x: 2 commits (all time) y: 1730 lines of code tutorials-and-examples/feature-tutorials/MordorData.ipynb x: 2 commits (all time) y: 855 lines of code tutorials-and-examples/feature-tutorials/ResourceGraphDriver.ipynb x: 2 commits (all time) y: 915 lines of code tutorials-and-examples/feature-tutorials/Splunk-DataConnector.ipynb x: 2 commits (all time) y: 1222 lines of code tutorials-and-examples/feature-tutorials/SqlToKql.ipynb x: 2 commits (all time) y: 418 lines of code tutorials-and-examples/feature-tutorials/Sumologic-DataConnector.ipynb x: 2 commits (all time) y: 276 lines of code tutorials-and-examples/how-tos/Automation Setup - Configure Azure Machine Learning Compute Cluster and Managed Identity.ipynb x: 2 commits (all time) y: 457 lines of code tutorials-and-examples/how-tos/Automation Setup - Configure Azure Machine Learning Pipelines.ipynb x: 2 commits (all time) y: 455 lines of code tutorials-and-examples/how-tos/Azure Sentinel Query Creator.ipynb x: 2 commits (all time) y: 1356 lines of code tutorials-and-examples/how-tos/Configurate Azure ML and Azure Synapse Analytics.ipynb x: 2 commits (all time) y: 1078 lines of code tutorials-and-examples/how-tos/Provisioning DSVM.ipynb x: 2 commits (all time) y: 230 lines of code tutorials-and-examples/training-notebooks/Training - MSTICPy Training 1221.ipynb x: 2 commits (all time) y: 1818 lines of code msticpyconfig.yaml x: 6 commits (all time) y: 5 lines of code utils/nb_check.py x: 36 commits (all time) y: 162 lines of code utils/config_reader.py x: 3 commits (all time) y: 12 lines of code
4283.0
lines of code
  min: 1.0
  average: 615.75
  25th percentile: 30.0
  median: 418.0
  75th percentile: 989.0
  max: 4283.0
0 70.0
commits (all time)
min: 1.0 | average: 8.08 | 25th percentile: 2.0 | median: 2.0 | 75th percentile: 7.0 | max: 70.0

File Size vs. Contributors (all time): 127 points

machine-learning-notebooks/Guided Hunting - Anomalous Process Network Connections.ipynb x: 1 contributors (all time) y: 1545 lines of code Sentinel Bulk Logs Export.ipynb x: 3 contributors (all time) y: 498 lines of code A Tour of Cybersec notebook features.ipynb x: 7 contributors (all time) y: 4283 lines of code ConfiguringNotebookEnvironment.ipynb x: 6 contributors (all time) y: 1102 lines of code Entity Explorer - Account.ipynb x: 8 contributors (all time) y: 2678 lines of code Entity Explorer - Domain and URL.ipynb x: 4 contributors (all time) y: 568 lines of code Entity Explorer - Host.ipynb x: 3 contributors (all time) y: 804 lines of code Entity Explorer - IP Address.ipynb x: 9 contributors (all time) y: 2005 lines of code Entity Explorer - Linux Host.ipynb x: 7 contributors (all time) y: 808 lines of code Entity Explorer - Windows Host.ipynb x: 6 contributors (all time) y: 808 lines of code Guided Hunting - Anomalous Office365 Exchange Sessions.ipynb x: 8 contributors (all time) y: 596 lines of code Guided Hunting - Azure Resource Explorer.ipynb x: 3 contributors (all time) y: 1363 lines of code Guided Hunting - Base64-Encoded Linux Commands.ipynb x: 5 contributors (all time) y: 1140 lines of code Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 5 contributors (all time) y: 1469 lines of code Guided Hunting - Investigating Malicious Links Shared in Teams.ipynb x: 5 contributors (all time) y: 526 lines of code Guided Investigation - Azure WAF SQLI.ipynb x: 3 contributors (all time) y: 989 lines of code Guided Investigation - Fusion Incident.ipynb x: 4 contributors (all time) y: 1755 lines of code Guided Investigation - Incident Triage.ipynb x: 3 contributors (all time) y: 1461 lines of code Machine Learning in Notebooks Examples.ipynb x: 6 contributors (all time) y: 1575 lines of code scenario-notebooks/Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 2 contributors (all time) y: 1474 lines of code scenario-notebooks/Guided Hunting - Use Machine Learning to Detect Potential Low and Slow Password Sprays using Apache Spark via Azure Synapse.ipynb x: 3 contributors (all time) y: 2598 lines of code scenario-notebooks/Guided Investigation - MDE Webshell Alerts.ipynb x: 2 contributors (all time) y: 865 lines of code scenario-notebooks/Microsoft Sentinel Query Creator.ipynb x: 5 contributors (all time) y: 1979 lines of code tutorials-and-examples/example-notebooks/Example - Azure Storage VT Hash Lookup.ipynb x: 2 contributors (all time) y: 182 lines of code tutorials-and-examples/how-tos/Notebook Template.ipynb x: 2 contributors (all time) y: 502 lines of code tutorials-and-examples/how-tos/TroubleShootingNotebooks.ipynb x: 2 contributors (all time) y: 1083 lines of code utils/check_nb_kernel.py x: 3 contributors (all time) y: 181 lines of code Credential Scan on Azure Blob Storage.ipynb x: 6 contributors (all time) y: 589 lines of code Credential Scan on Azure Data Explorer.ipynb x: 8 contributors (all time) y: 579 lines of code Credential Scan on Azure Log Analytics.ipynb x: 8 contributors (all time) y: 474 lines of code scenario-notebooks/Tools/PerfTools_Log Analytics Query.ipynb x: 1 contributors (all time) y: 350 lines of code scenario-notebooks/Hunting-Notebooks/AIO_Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 2 contributors (all time) y: 512 lines of code scenario-notebooks/Hunting-Notebooks/AutomateTools_ParquetGenerator.ipynb x: 1 contributors (all time) y: 369 lines of code scenario-notebooks/Hunting-Notebooks/Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 1 contributors (all time) y: 506 lines of code scenario-notebooks/Hunting-Notebooks/Scheduled_Hunting-AutomatedDataQueryAndMDTIAPIAndIngestionToCustomTable.ipynb x: 1 contributors (all time) y: 499 lines of code scenario-notebooks/Tools/PerfTools_Log Analytics_CustomTable_Setup.ipynb x: 1 contributors (all time) y: 727 lines of code scenario-notebooks/Hunting-Notebooks/Hunting-QueryParquetFilesAndIngestionToCustomTable.ipynb x: 1 contributors (all time) y: 441 lines of code scenario-notebooks/Hunting-Notebooks/LogAnalytics-CustomTableSetup.ipynb x: 1 contributors (all time) y: 743 lines of code scenario-notebooks/Hunting-Notebooks/Hunting-AzureResourceProvisioning.ipynb x: 1 contributors (all time) y: 476 lines of code scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureLogAnalytics.ipynb x: 3 contributors (all time) y: 488 lines of code scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureBlobStorage.ipynb x: 4 contributors (all time) y: 655 lines of code Hands-on 1. Data Discovery using Azure REST API.ipynb x: 6 contributors (all time) y: 441 lines of code scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureDataExplorer.ipynb x: 2 contributors (all time) y: 368 lines of code mitremap-notebook/MitreMap - Infer MITRE technique from Threat Intel Data.ipynb x: 3 contributors (all time) y: 282 lines of code mitremap-notebook/model.ps1 x: 3 contributors (all time) y: 12 lines of code Configurate Azure ML and Azure Synapse Analytics.ipynb x: 6 contributors (all time) y: 1095 lines of code A Getting Started Guide For PowerShell AML Notebooks.ipynb x: 6 contributors (all time) y: 1352 lines of code Hands-on 2. 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4283.0
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