azure / Azure-Sentinel-Notebooks - File Age & Freshness

File age measurements show the distribution of file ages (days since the first commit) and the file freshness (days since the latest commit).

Summary

Number of files: 127
Daily file updates (only one update per file and date counted): 517
First update: 2019-10-03
Latest update: 2025-01-08
Days between first and latest update: 1,925 (275 weeks, estimated 1,375 working days)
Active days (at least one file change): 292
Data:

Organized per file

File Change History Overall

File Age Distribution Overall

Days since first update

There are 127 files with 78,200 lines of code in files.

125 files that are 366+ days old (76,157 lines of code)
1 files that are 181-365 days old (498 lines of code)
1 files that are 91-180 days old (1,545 lines of code)
0 files that are 31-90 days old (0 lines of code)
0 files that are 1-30 days old (0 lines of code)

Legend:

366+

181-365

91-180

31-90

1-30

explore: grouped by folders | grouped by age

File Freshness Distribution Overall

Days since last update

There are 127 files with 78,200 lines of code in files.

97 files have been last changed 366+ days ago (41,721 lines of code)
28 files have been last changed 181-365 days ago (34,436 lines of code)
2 files have been last changed 91-180 days ago (2,043 lines of code)
0 files have been last changed 31-90 days ago (0 lines of code)
0 files have been last changed 1-30 days ago (0 lines of code)

Legend:

366+

181-365

91-180

31-90

1-30

explore: grouped by folders | grouped by freshness

File Change History per File Extension

ipynb, py, pkl, md, txt, yaml, json, sh, gitignore, ps1, rst

File Age Distribution per Extension

Days since first update

366+

181-365

91-180

31-90

1-30

File Freshness Distribution per Extension

Days since last update

366+

181-365

91-180

31-90

1-30

File Change History per Logical Decomposition

primary

primary (file age distribution)

Days since first update

366+

181-365

91-180

31-90

1-30

primary (file freshness distribution)

Days since last update

366+

181-365

91-180

31-90

1-30

Oldest Files (Top 50)

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
Entity Explorer - Linux Host.ipynb in root	808	-	2019-10-18	2024-06-18	39	7	peter.bryan@microsoft.com	ianhelle@microsoft.com
Entity Explorer - Account.ipynb in root	2678	-	2019-10-19	2024-06-18	48	8	ianhelle@microsoft.com	ianhelle@microsoft.com
Entity Explorer - Windows Host.ipynb in root	808	-	2019-10-19	2024-06-18	39	6	ianhelle@microsoft.com	ianhelle@microsoft.com
Entity Explorer - IP Address.ipynb in root	2005	-	2019-10-22	2024-06-18	52	9	aspatil@microsoft.com	ianhelle@microsoft.com
ConfiguringNotebookEnvironment.ipynb in root	1102	-	2019-10-28	2024-06-18	35	6	ianhelle@microsoft.com	ianhelle@microsoft.com
config_reader.py in utils	12	1	2019-10-28	2019-12-04	2	2	ianhelle@microsoft.com	peter.bryan@microsoft.com
check_nb_kernel.py in utils	181	6	2020-02-27	2024-06-18	14	3	ianhelle@microsoft.com	ianhelle@microsoft.com
msticpyconfig.yaml in root	5	-	2020-02-27	2021-12-14	5	2	ianhelle@microsoft.com	ianhelle@microsoft.com
nb_check.py in utils	162	8	2020-05-16	2021-12-14	30	5	ianhelle@microsoft.com	ianhelle@microsoft.com
Guided Hunting - Anomalous Office365 Exchange Sessions.ipynb in root	596	-	2020-06-04	2024-06-18	26	8	karishma.dixit@microsoft.com	ianhelle@microsoft.com
Guided Hunting - Base64-Encoded Linux Commands.ipynb in root	1140	-	2020-08-10	2024-06-18	15	5	32920319+jannieli@users.nor...	ianhelle@microsoft.com
A Getting Started Guide For PowerShell AML Notebooks.ipynb in root	1352	-	2020-09-17	2022-08-24	15	6	42559062+juliango2100@users...	ashwin-patil@users.noreply....
Machine Learning in Notebooks Examples.ipynb in root	1575	-	2020-10-27	2024-06-18	24	6	ianhelle@microsoft.com	ianhelle@microsoft.com
Entity Explorer - Domain and URL.ipynb in root	568	-	2020-11-18	2024-06-18	17	4	43188418+zhzhao8888@users.n...	ianhelle@microsoft.com
Hands-on 1. Data Discovery using Azure REST API.ipynb in root	441	-	2020-12-04	2023-05-26	24	6	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Hands-on 2. Surfing Data using Azure SDK.ipynb in root	346	-	2020-12-04	2022-08-16	23	6	43188418+zhzhao8888@users.n...	ianhelle@microsoft.com
Credential Scan on Azure Blob Storage.ipynb in root	589	-	2021-04-30	2024-06-07	19	6	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Credential Scan on Azure Data Explorer.ipynb in root	579	-	2021-04-30	2024-06-07	24	8	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Credential Scan on Azure Log Analytics.ipynb in root	474	-	2021-04-30	2024-06-07	20	8	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
A Tour of Cybersec notebook features.ipynb in root	4283	-	2021-06-23	2024-06-18	25	7	ianhelle@microsoft.com	ianhelle@microsoft.com
Configurate Azure ML and Azure Synapse Analytics.ipynb in root	1095	-	2021-08-02	2022-09-14	20	6	zhzhao@microsoft.com	ashwin-patil@users.noreply....
Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb in root	1469	-	2021-10-04	2024-06-18	12	5	hello.tayta@gmail.com	ianhelle@microsoft.com
Guided Hunting - Azure Resource Explorer.ipynb in root	1363	-	2022-02-01	2024-06-18	5	3	32920319+jannieli@users.nor...	ianhelle@microsoft.com
Guided Investigation - Incident Triage.ipynb in root	1461	-	2022-02-18	2024-06-18	10	3	peter.bryan@microsoft.com	ianhelle@microsoft.com
check_nb_load.py in utils	17	-	2022-02-19	2022-02-19	1	1	ianhelle@microsoft.com	ianhelle@microsoft.com
IoCExtract.ipynb in tutorials-and-examples/feature-tutorials	2170	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
AzureSentinelAPIs.ipynb in tutorials-and-examples/feature-tutorials	1882	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl az_net_comms_df.pkl in tutorials-and-examples/example-notebooks/data	1832	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Training - MSTICPy Training 1221.ipynb in tutorials-and-examples/training-notebooks	1818	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
MDATPQuery.ipynb in tutorials-and-examples/feature-tutorials	1730	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
DataObfuscation.ipynb in tutorials-and-examples/feature-tutorials	1672	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb in scenario-notebooks	1474	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
Azure Sentinel Query Creator.ipynb in tutorials-and-examples/how-tos	1356	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl alerts_list.pkl in src/data	1300	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl alerts_list.pkl in tutorials-and-examples/example-notebooks/data	1300	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Splunk-DataConnector.ipynb in tutorials-and-examples/feature-tutorials	1222	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
AutomatedNotebooks-IncidentTriage.ipynb in scenario-notebooks	1141	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
TroubleShootingNotebooks.ipynb in tutorials-and-examples/how-tos	1083	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
Configurate Azure ML and Azure Synapse Analytics.ipynb in tutorials-and-examples/how-tos	1078	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
A Getting Started Guide For Azure Sentinel Notebooks.ipynb in tutorials-and-examples/deprecated-notebooks	931	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
ResourceGraphDriver.ipynb in tutorials-and-examples/feature-tutorials	915	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Guided Investigation - MDE Webshell Alerts.ipynb in scenario-notebooks	865	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
MordorData.ipynb in tutorials-and-examples/feature-tutorials	855	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
DataUploader.ipynb in tutorials-and-examples/feature-tutorials	832	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
SigmaRuleImporter.ipynb in tutorials-and-examples/example-notebooks	686	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
AzureBlobStorage.ipynb in tutorials-and-examples/feature-tutorials	503	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Notebook Template.ipynb in tutorials-and-examples/how-tos	502	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
Automation Setup - Configure Azure Machine Learning Compute Cluster and Managed Identity.ipynb in tutorials-and-examples/how-tos	457	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Automation Setup - Configure Azure Machine Learning Pipelines.ipynb in tutorials-and-examples/how-tos	455	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
SqlToKql.ipynb in tutorials-and-examples/feature-tutorials	418	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com

Files Not Recently Changed (Top 50)

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
config_reader.py in utils	12	1	2019-10-28	2019-12-04	2	2	ianhelle@microsoft.com	peter.bryan@microsoft.com
msticpyconfig.yaml in root	5	-	2020-02-27	2021-12-14	5	2	ianhelle@microsoft.com	ianhelle@microsoft.com
nb_check.py in utils	162	8	2020-05-16	2021-12-14	30	5	ianhelle@microsoft.com	ianhelle@microsoft.com
check_nb_load.py in utils	17	-	2022-02-19	2022-02-19	1	1	ianhelle@microsoft.com	ianhelle@microsoft.com
__init__.py in scenario-notebooks/UserSecurityMetadata	1	-	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
MDE APIs Demo Notebook.ipynb in tutorials-and-examples/example-notebooks	1	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
__init__.py in src/SentinelUtilities/SentinelPortal	1	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
__init__.py in src/SentinelUtilities/SentinelWidgets	1	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
__init__.py in src/SentinelUtilities/SentinelAzure	1	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
__init__.py in src/SentinelUtilities	1	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
__init__.py in src/SentinelUtilities/SentinelLog	1	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
__init__.py in src/SentinelUtilities/SentinelExceptions	1	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
input_error.py in src/SentinelUtilities/SentinelExceptions	1	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
__init__.py in src/SentinelUtilities/SentinelAnomalyLookup	2	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
__init__.py in src/SentinelUtilities/SentinelUtils	4	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
input_validation.py in src/SentinelUtilities/SentinelUtils	6	1	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl training_incident.pkl in src/data	7	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
azure_loganalytics_helper.py in src/SentinelUtilities/SentinelAzure	8	3	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl ip_locations.pkl in tutorials-and-examples/example-notebooks/data	9	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
anomaly_lookup_view_helper.py in src/SentinelUtilities/SentinelAnomalyLookup	11	3	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
config_reader.py in src/SentinelUtilities/SentinelUtils	12	1	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Utils.py in scenario-notebooks/UserSecurityMetadata	15	2	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
obfuscation_utility.py in src/SentinelUtilities/SentinelUtils	15	4	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl timeseries.pkl in src/data	15	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
log.py in src/SentinelUtilities/SentinelLog	16	3	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl failedLogons.pkl in tutorials-and-examples/example-notebooks/data	18	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
NodeEdge.py in scenario-notebooks/UserSecurityMetadata	25	8	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl ip_entities.pkl in tutorials-and-examples/feature-tutorials/data	25	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
GraphVis.py in scenario-notebooks/UserSecurityMetadata	26	3	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl host_logons.pkl in tutorials-and-examples/example-notebooks/data	29	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl host_logons.pkl in src/data	29	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
setup.py in src/SentinelUtilities	30	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl process_tree.pkl in tutorials-and-examples/example-notebooks/data	31	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl ti_results_url.pkl in tutorials-and-examples/example-notebooks/data	31	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl failed_logons_hourly.pkl in src/data	34	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
version_management.py in src/SentinelUtilities/SentinelUtils	44	3	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
mp_data.py in tutorials-and-examples/example-notebooks	54	5	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
example.yaml in tutorials-and-examples/feature-tutorials/data	59	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
data_queries.yaml in src/data	67	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
data_queries.yaml in tutorials-and-examples/example-notebooks/data	74	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
queries.yaml in tutorials-and-examples/example-notebooks/data	74	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Entities.py in scenario-notebooks/UserSecurityMetadata	87	13	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl ti_results_ipv4.pkl in tutorials-and-examples/example-notebooks/data	107	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl az_whois.df.pkl in tutorials-and-examples/example-notebooks/data	108	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
widget_view_helper.py in src/SentinelUtilities/SentinelWidgets	158	23	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
M365 Defender - APIs ep3.ipynb in tutorials-and-examples/example-notebooks	206	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
bookmark_helper.py in src/SentinelUtilities/SentinelPortal	210	40	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Provisioning DSVM.ipynb in tutorials-and-examples/how-tos	230	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl aad_logons.pkl in tutorials-and-examples/example-notebooks/data	238	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl aad_logons.pkl in src/data	238	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com

Most Recently Created Files (Top 50)

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
Guided Hunting - Anomalous Process Network Connections.ipynb in machine-learning-notebooks	1545	-	2025-01-08	2025-01-08	1	1	96274100+jgraff1995@users.n...	96274100+jgraff1995@users.n...
Sentinel Bulk Logs Export.ipynb in root	498	-	2024-08-13	2025-01-08	5	3	alex@andersconnection.com	50784041+anders-alex@users....
PerfTools_Log Analytics_CustomTable_Setup.ipynb in scenario-notebooks/Tools	727	-	2023-12-01	2023-12-01	1	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
PerfTools_Log Analytics Query.ipynb in scenario-notebooks/Tools	350	-	2023-12-01	2023-12-09	2	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
AIO_Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb in scenario-notebooks/Hunting-Notebooks	512	-	2023-10-03	2023-12-01	2	2	mcarrilloco@users.noreply.g...	43188418+zhzhao8888@users.n...
Hunting-QueryParquetFilesAndIngestionToCustomTable.ipynb in scenario-notebooks/Hunting-Notebooks	441	-	2023-09-27	2023-09-27	1	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
AutomateTools_ParquetGenerator.ipynb in scenario-notebooks/Hunting-Notebooks	369	-	2023-09-27	2023-12-01	2	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Scheduled_Hunting-AutomatedDataQueryAndMDTIAPIAndIngestionToCustomTable.ipynb in scenario-notebooks/Hunting-Notebooks	499	-	2023-09-06	2023-12-01	4	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
LogAnalytics-CustomTableSetup.ipynb in scenario-notebooks/Hunting-Notebooks	743	-	2023-08-08	2023-08-15	2	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb in scenario-notebooks/Hunting-Notebooks	506	-	2023-08-08	2023-12-01	6	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Hunting-AzureResourceProvisioning.ipynb in scenario-notebooks/Hunting-Notebooks	476	-	2023-08-08	2023-08-08	1	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Guided Investigation - Azure WAF SQLI.ipynb in root	989	-	2023-01-25	2024-06-18	10	3	peter.bryan@microsoft.com	ianhelle@microsoft.com
Guided Investigation - Fusion Incident.ipynb in root	1755	-	2022-12-08	2024-06-18	7	4	haijunz@microsoft.com	ianhelle@microsoft.com
model.ps1 in mitremap-notebook	12	-	2022-12-04	2022-12-13	3	3	vaasawa@microsoft.com	ashwin-patil@users.noreply....
MitreMap - Infer MITRE technique from Threat Intel Data.ipynb in mitremap-notebook	282	-	2022-10-27	2022-12-13	5	3	vaasawa@microsoft.com	ashwin-patil@users.noreply....
AutomationGallery-CredentialScanOnAzureBlobStorage.ipynb in scenario-notebooks/Automated-Notebooks	655	-	2022-09-27	2023-06-03	8	4	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
AutomationGallery-CredentialScanOnAzureLogAnalytics.ipynb in scenario-notebooks/Automated-Notebooks	488	-	2022-09-27	2023-06-03	10	3	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
AutomationGallery-CredentialScanOnAzureDataExplorer.ipynb in scenario-notebooks/Automated-Notebooks	368	-	2022-09-27	2023-02-23	4	2	43188418+zhzhao8888@users.n...	ashwin-patil@users.noreply....
Entity Explorer - Host.ipynb in root	804	-	2022-08-19	2024-06-18	5	3	peter.bryan@microsoft.com	ianhelle@microsoft.com
Guided Hunting - Use Machine Learning to Detect Potential Low and Slow Password Sprays using Apache Spark via Azure Synapse.ipynb in scenario-notebooks	2598	-	2022-07-19	2024-06-18	4	3	amrisingh@microsoft.com	ianhelle@microsoft.com
Azure Kubernetes Service Guided Hunting.ipynb in azure-hunting	1071	-	2022-06-17	2022-08-16	6	5	aideenfay@microsoft.com	ianhelle@microsoft.com
MasqueradingProcessNameAnomaly.ipynb in machine-learning-notebooks	907	-	2022-06-15	2022-08-16	5	4	hello.tayta@gmail.com	ianhelle@microsoft.com
Export Historical Log Data.ipynb in scenario-notebooks	1305	-	2022-05-11	2022-08-16	6	4	amrisingh@microsoft.com	ianhelle@microsoft.com
Guided Hunting - Investigating Malicious Links Shared in Teams.ipynb in root	526	-	2022-05-09	2024-06-18	7	5	pebryan@microsoft.com	ianhelle@microsoft.com
Microsoft Sentinel Query Creator.ipynb in scenario-notebooks	1979	-	2022-03-28	2024-06-18	7	5	pebryan@microsoft.com	ianhelle@microsoft.com
Guided Analysis - User Security Metadata.ipynb in scenario-notebooks/UserSecurityMetadata	367	-	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Entities.py in scenario-notebooks/UserSecurityMetadata	87	13	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
GraphVis.py in scenario-notebooks/UserSecurityMetadata	26	3	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
NodeEdge.py in scenario-notebooks/UserSecurityMetadata	25	8	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Utils.py in scenario-notebooks/UserSecurityMetadata	15	2	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
__init__.py in scenario-notebooks/UserSecurityMetadata	1	-	2022-03-11	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
IoCExtract.ipynb in tutorials-and-examples/feature-tutorials	2170	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
AzureSentinelAPIs.ipynb in tutorials-and-examples/feature-tutorials	1882	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl az_net_comms_df.pkl in tutorials-and-examples/example-notebooks/data	1832	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Training - MSTICPy Training 1221.ipynb in tutorials-and-examples/training-notebooks	1818	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
MDATPQuery.ipynb in tutorials-and-examples/feature-tutorials	1730	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
DataObfuscation.ipynb in tutorials-and-examples/feature-tutorials	1672	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb in scenario-notebooks	1474	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
Azure Sentinel Query Creator.ipynb in tutorials-and-examples/how-tos	1356	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl alerts_list.pkl in src/data	1300	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
pkl alerts_list.pkl in tutorials-and-examples/example-notebooks/data	1300	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Splunk-DataConnector.ipynb in tutorials-and-examples/feature-tutorials	1222	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
AutomatedNotebooks-IncidentTriage.ipynb in scenario-notebooks	1141	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
TroubleShootingNotebooks.ipynb in tutorials-and-examples/how-tos	1083	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
Configurate Azure ML and Azure Synapse Analytics.ipynb in tutorials-and-examples/how-tos	1078	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
A Getting Started Guide For Azure Sentinel Notebooks.ipynb in tutorials-and-examples/deprecated-notebooks	931	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
ResourceGraphDriver.ipynb in tutorials-and-examples/feature-tutorials	915	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
Guided Investigation - MDE Webshell Alerts.ipynb in scenario-notebooks	865	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
MordorData.ipynb in tutorials-and-examples/feature-tutorials	855	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com
DataUploader.ipynb in tutorials-and-examples/feature-tutorials	832	-	2022-03-10	2022-04-06	2	2	ianhelle@microsoft.com	hello.tayta@gmail.com

Most Recently Changed Files (Top 50)

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
Guided Hunting - Anomalous Process Network Connections.ipynb in machine-learning-notebooks	1545	-	2025-01-08	2025-01-08	1	1	96274100+jgraff1995@users.n...	96274100+jgraff1995@users.n...
Sentinel Bulk Logs Export.ipynb in root	498	-	2024-08-13	2025-01-08	5	3	alex@andersconnection.com	50784041+anders-alex@users....
A Tour of Cybersec notebook features.ipynb in root	4283	-	2021-06-23	2024-06-18	25	7	ianhelle@microsoft.com	ianhelle@microsoft.com
Entity Explorer - Account.ipynb in root	2678	-	2019-10-19	2024-06-18	48	8	ianhelle@microsoft.com	ianhelle@microsoft.com
Guided Hunting - Use Machine Learning to Detect Potential Low and Slow Password Sprays using Apache Spark via Azure Synapse.ipynb in scenario-notebooks	2598	-	2022-07-19	2024-06-18	4	3	amrisingh@microsoft.com	ianhelle@microsoft.com
Entity Explorer - IP Address.ipynb in root	2005	-	2019-10-22	2024-06-18	52	9	aspatil@microsoft.com	ianhelle@microsoft.com
Microsoft Sentinel Query Creator.ipynb in scenario-notebooks	1979	-	2022-03-28	2024-06-18	7	5	pebryan@microsoft.com	ianhelle@microsoft.com
Guided Investigation - Fusion Incident.ipynb in root	1755	-	2022-12-08	2024-06-18	7	4	haijunz@microsoft.com	ianhelle@microsoft.com
Machine Learning in Notebooks Examples.ipynb in root	1575	-	2020-10-27	2024-06-18	24	6	ianhelle@microsoft.com	ianhelle@microsoft.com
Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb in scenario-notebooks	1474	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb in root	1469	-	2021-10-04	2024-06-18	12	5	hello.tayta@gmail.com	ianhelle@microsoft.com
Guided Investigation - Incident Triage.ipynb in root	1461	-	2022-02-18	2024-06-18	10	3	peter.bryan@microsoft.com	ianhelle@microsoft.com
Guided Hunting - Azure Resource Explorer.ipynb in root	1363	-	2022-02-01	2024-06-18	5	3	32920319+jannieli@users.nor...	ianhelle@microsoft.com
Guided Hunting - Base64-Encoded Linux Commands.ipynb in root	1140	-	2020-08-10	2024-06-18	15	5	32920319+jannieli@users.nor...	ianhelle@microsoft.com
ConfiguringNotebookEnvironment.ipynb in root	1102	-	2019-10-28	2024-06-18	35	6	ianhelle@microsoft.com	ianhelle@microsoft.com
TroubleShootingNotebooks.ipynb in tutorials-and-examples/how-tos	1083	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
Guided Investigation - Azure WAF SQLI.ipynb in root	989	-	2023-01-25	2024-06-18	10	3	peter.bryan@microsoft.com	ianhelle@microsoft.com
Guided Investigation - MDE Webshell Alerts.ipynb in scenario-notebooks	865	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
Entity Explorer - Windows Host.ipynb in root	808	-	2019-10-19	2024-06-18	39	6	ianhelle@microsoft.com	ianhelle@microsoft.com
Entity Explorer - Linux Host.ipynb in root	808	-	2019-10-18	2024-06-18	39	7	peter.bryan@microsoft.com	ianhelle@microsoft.com
Entity Explorer - Host.ipynb in root	804	-	2022-08-19	2024-06-18	5	3	peter.bryan@microsoft.com	ianhelle@microsoft.com
Guided Hunting - Anomalous Office365 Exchange Sessions.ipynb in root	596	-	2020-06-04	2024-06-18	26	8	karishma.dixit@microsoft.com	ianhelle@microsoft.com
Entity Explorer - Domain and URL.ipynb in root	568	-	2020-11-18	2024-06-18	17	4	43188418+zhzhao8888@users.n...	ianhelle@microsoft.com
Guided Hunting - Investigating Malicious Links Shared in Teams.ipynb in root	526	-	2022-05-09	2024-06-18	7	5	pebryan@microsoft.com	ianhelle@microsoft.com
Notebook Template.ipynb in tutorials-and-examples/how-tos	502	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
Example - Azure Storage VT Hash Lookup.ipynb in tutorials-and-examples/example-notebooks	182	-	2022-03-10	2024-06-18	3	2	ianhelle@microsoft.com	ianhelle@microsoft.com
check_nb_kernel.py in utils	181	6	2020-02-27	2024-06-18	14	3	ianhelle@microsoft.com	ianhelle@microsoft.com
Credential Scan on Azure Blob Storage.ipynb in root	589	-	2021-04-30	2024-06-07	19	6	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Credential Scan on Azure Data Explorer.ipynb in root	579	-	2021-04-30	2024-06-07	24	8	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Credential Scan on Azure Log Analytics.ipynb in root	474	-	2021-04-30	2024-06-07	20	8	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
PerfTools_Log Analytics Query.ipynb in scenario-notebooks/Tools	350	-	2023-12-01	2023-12-09	2	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
PerfTools_Log Analytics_CustomTable_Setup.ipynb in scenario-notebooks/Tools	727	-	2023-12-01	2023-12-01	1	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
AIO_Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb in scenario-notebooks/Hunting-Notebooks	512	-	2023-10-03	2023-12-01	2	2	mcarrilloco@users.noreply.g...	43188418+zhzhao8888@users.n...
Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb in scenario-notebooks/Hunting-Notebooks	506	-	2023-08-08	2023-12-01	6	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Scheduled_Hunting-AutomatedDataQueryAndMDTIAPIAndIngestionToCustomTable.ipynb in scenario-notebooks/Hunting-Notebooks	499	-	2023-09-06	2023-12-01	4	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
AutomateTools_ParquetGenerator.ipynb in scenario-notebooks/Hunting-Notebooks	369	-	2023-09-27	2023-12-01	2	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Hunting-QueryParquetFilesAndIngestionToCustomTable.ipynb in scenario-notebooks/Hunting-Notebooks	441	-	2023-09-27	2023-09-27	1	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
LogAnalytics-CustomTableSetup.ipynb in scenario-notebooks/Hunting-Notebooks	743	-	2023-08-08	2023-08-15	2	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Hunting-AzureResourceProvisioning.ipynb in scenario-notebooks/Hunting-Notebooks	476	-	2023-08-08	2023-08-08	1	1	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
AutomationGallery-CredentialScanOnAzureBlobStorage.ipynb in scenario-notebooks/Automated-Notebooks	655	-	2022-09-27	2023-06-03	8	4	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
AutomationGallery-CredentialScanOnAzureLogAnalytics.ipynb in scenario-notebooks/Automated-Notebooks	488	-	2022-09-27	2023-06-03	10	3	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
Hands-on 1. Data Discovery using Azure REST API.ipynb in root	441	-	2020-12-04	2023-05-26	24	6	43188418+zhzhao8888@users.n...	43188418+zhzhao8888@users.n...
AutomationGallery-CredentialScanOnAzureDataExplorer.ipynb in scenario-notebooks/Automated-Notebooks	368	-	2022-09-27	2023-02-23	4	2	43188418+zhzhao8888@users.n...	ashwin-patil@users.noreply....
MitreMap - Infer MITRE technique from Threat Intel Data.ipynb in mitremap-notebook	282	-	2022-10-27	2022-12-13	5	3	vaasawa@microsoft.com	ashwin-patil@users.noreply....
model.ps1 in mitremap-notebook	12	-	2022-12-04	2022-12-13	3	3	vaasawa@microsoft.com	ashwin-patil@users.noreply....
Configurate Azure ML and Azure Synapse Analytics.ipynb in root	1095	-	2021-08-02	2022-09-14	20	6	zhzhao@microsoft.com	ashwin-patil@users.noreply....
A Getting Started Guide For PowerShell AML Notebooks.ipynb in root	1352	-	2020-09-17	2022-08-24	15	6	42559062+juliango2100@users...	ashwin-patil@users.noreply....
Export Historical Log Data.ipynb in scenario-notebooks	1305	-	2022-05-11	2022-08-16	6	4	amrisingh@microsoft.com	ianhelle@microsoft.com
Azure Kubernetes Service Guided Hunting.ipynb in azure-hunting	1071	-	2022-06-17	2022-08-16	6	5	aideenfay@microsoft.com	ianhelle@microsoft.com
MasqueradingProcessNameAnomaly.ipynb in machine-learning-notebooks	907	-	2022-06-15	2022-08-16	5	4	hello.tayta@gmail.com	ianhelle@microsoft.com