azure / Azure-Sentinel-Notebooks
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 127 files with 78,200 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 1 file changed 51-100 times (2,005 lines of code)
    • 11 files changed 21-50 times (13,378 lines of code)
    • 18 files changed 6-20 times (17,603 lines of code)
    • 97 files changed 1-5 times (45,214 lines of code)
0% | 2% | 17% | 22% | 57%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 127 files with 78,200 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 15 files changed by 6-10 contributors (18,731 lines of code)
    • 102 files changed by 2-5 contributors (53,796 lines of code)
    • 10 files changed by 1 contributor (5,673 lines of code)
0% | 0% | 23% | 68% | 7%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
ipynb, py, pkl, md, txt, yaml, json, sh, gitignore, ps1, rst
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ipynb0% | 2% | 18% | 24% | 54%
py0% | 0% | 14% | 16% | 68%
pkl0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
ps10% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ROOT0% | 6% | 45% | 38% | 9%
utils0% | 0% | 43% | 48% | 7%
scenario-notebooks0% | 0% | 0% | 30% | 69%
azure-hunting0% | 0% | 0% | 100% | 0%
tutorials-and-examples0% | 0% | 0% | 0% | 100%
machine-learning-notebooks0% | 0% | 0% | 0% | 100%
src0% | 0% | 0% | 0% | 100%
mitremap-notebook0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
2005 - 2019-10-22 2024-06-18 52 9 aspatil@microsoft.com ianhelle@microsoft.com
2678 - 2019-10-19 2024-06-18 48 8 ianhelle@microsoft.com ianhelle@microsoft.com
808 - 2019-10-18 2024-06-18 39 7 peter.bryan@microsoft.com ianhelle@microsoft.com
808 - 2019-10-19 2024-06-18 39 6 ianhelle@microsoft.com ianhelle@microsoft.com
1102 - 2019-10-28 2024-06-18 35 6 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
596 - 2020-06-04 2024-06-18 26 8 karishma.dixit@microsoft.com ianhelle@microsoft.com
4283 - 2021-06-23 2024-06-18 25 7 ianhelle@microsoft.com ianhelle@microsoft.com
441 - 2020-12-04 2023-05-26 24 6 43188418+zhzhao8888@users.n... 43188418+zhzhao8888@users.n...
579 - 2021-04-30 2024-06-07 24 8 43188418+zhzhao8888@users.n... 43188418+zhzhao8888@users.n...
1575 - 2020-10-27 2024-06-18 24 6 ianhelle@microsoft.com ianhelle@microsoft.com
346 - 2020-12-04 2022-08-16 23 6 43188418+zhzhao8888@users.n... ianhelle@microsoft.com
474 - 2021-04-30 2024-06-07 20 8 43188418+zhzhao8888@users.n... 43188418+zhzhao8888@users.n...
1095 - 2021-08-02 2022-09-14 20 6 zhzhao@microsoft.com ashwin-patil@users.noreply....
589 - 2021-04-30 2024-06-07 19 6 43188418+zhzhao8888@users.n... 43188418+zhzhao8888@users.n...
568 - 2020-11-18 2024-06-18 17 4 43188418+zhzhao8888@users.n... ianhelle@microsoft.com
1140 - 2020-08-10 2024-06-18 15 5 32920319+jannieli@users.nor... ianhelle@microsoft.com
1352 - 2020-09-17 2022-08-24 15 6 42559062+juliango2100@users... ashwin-patil@users.noreply....
181 6 2020-02-27 2024-06-18 14 3 ianhelle@microsoft.com ianhelle@microsoft.com
1469 - 2021-10-04 2024-06-18 12 5 hello.tayta@gmail.com ianhelle@microsoft.com
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...
989 - 2023-01-25 2024-06-18 10 3 peter.bryan@microsoft.com ianhelle@microsoft.com
1461 - 2022-02-18 2024-06-18 10 3 peter.bryan@microsoft.com ianhelle@microsoft.com
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...
526 - 2022-05-09 2024-06-18 7 5 pebryan@microsoft.com ianhelle@microsoft.com
1755 - 2022-12-08 2024-06-18 7 4 haijunz@microsoft.com ianhelle@microsoft.com
1979 - 2022-03-28 2024-06-18 7 5 pebryan@microsoft.com ianhelle@microsoft.com
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...
1071 - 2022-06-17 2022-08-16 6 5 aideenfay@microsoft.com ianhelle@microsoft.com
1305 - 2022-05-11 2022-08-16 6 4 amrisingh@microsoft.com ianhelle@microsoft.com
5 - 2020-02-27 2021-12-14 5 2 ianhelle@microsoft.com ianhelle@microsoft.com
282 - 2022-10-27 2022-12-13 5 3 vaasawa@microsoft.com ashwin-patil@users.noreply....
498 - 2024-08-13 2025-01-08 5 3 alex@andersconnection.com 50784041+anders-alex@users....
804 - 2022-08-19 2024-06-18 5 3 peter.bryan@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
1363 - 2022-02-01 2024-06-18 5 3 32920319+jannieli@users.nor... ianhelle@microsoft.com
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....
499 - 2023-09-06 2023-12-01 4 1 43188418+zhzhao8888@users.n... 43188418+zhzhao8888@users.n...
2598 - 2022-07-19 2024-06-18 4 3 amrisingh@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....
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
Notebook Template.ipynb
in tutorials-and-examples/how-tos
 502 - 2022-03-10 2024-06-18 3 2 ianhelle@microsoft.com ianhelle@microsoft.com
865 - 2022-03-10 2024-06-18 3 2 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
1474 - 2022-03-10 2024-06-18 3 2 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
Files With Most Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
2005 - 2019-10-22 2024-06-18 52 9 aspatil@microsoft.com ianhelle@microsoft.com
2678 - 2019-10-19 2024-06-18 48 8 ianhelle@microsoft.com ianhelle@microsoft.com
596 - 2020-06-04 2024-06-18 26 8 karishma.dixit@microsoft.com ianhelle@microsoft.com
579 - 2021-04-30 2024-06-07 24 8 43188418+zhzhao8888@users.n... 43188418+zhzhao8888@users.n...
474 - 2021-04-30 2024-06-07 20 8 43188418+zhzhao8888@users.n... 43188418+zhzhao8888@users.n...
808 - 2019-10-18 2024-06-18 39 7 peter.bryan@microsoft.com ianhelle@microsoft.com
4283 - 2021-06-23 2024-06-18 25 7 ianhelle@microsoft.com ianhelle@microsoft.com
808 - 2019-10-19 2024-06-18 39 6 ianhelle@microsoft.com ianhelle@microsoft.com
1102 - 2019-10-28 2024-06-18 35 6 ianhelle@microsoft.com ianhelle@microsoft.com
1575 - 2020-10-27 2024-06-18 24 6 ianhelle@microsoft.com ianhelle@microsoft.com
441 - 2020-12-04 2023-05-26 24 6 43188418+zhzhao8888@users.n... 43188418+zhzhao8888@users.n...
346 - 2020-12-04 2022-08-16 23 6 43188418+zhzhao8888@users.n... ianhelle@microsoft.com
1095 - 2021-08-02 2022-09-14 20 6 zhzhao@microsoft.com ashwin-patil@users.noreply....
589 - 2021-04-30 2024-06-07 19 6 43188418+zhzhao8888@users.n... 43188418+zhzhao8888@users.n...
1352 - 2020-09-17 2022-08-24 15 6 42559062+juliango2100@users... ashwin-patil@users.noreply....
nb_check.py
in utils
 162 8 2020-05-16 2021-12-14 30 5 ianhelle@microsoft.com ianhelle@microsoft.com
1140 - 2020-08-10 2024-06-18 15 5 32920319+jannieli@users.nor... ianhelle@microsoft.com
1469 - 2021-10-04 2024-06-18 12 5 hello.tayta@gmail.com ianhelle@microsoft.com
1979 - 2022-03-28 2024-06-18 7 5 pebryan@microsoft.com ianhelle@microsoft.com
526 - 2022-05-09 2024-06-18 7 5 pebryan@microsoft.com ianhelle@microsoft.com
1071 - 2022-06-17 2022-08-16 6 5 aideenfay@microsoft.com ianhelle@microsoft.com
568 - 2020-11-18 2024-06-18 17 4 43188418+zhzhao8888@users.n... ianhelle@microsoft.com
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...
1755 - 2022-12-08 2024-06-18 7 4 haijunz@microsoft.com ianhelle@microsoft.com
1305 - 2022-05-11 2022-08-16 6 4 amrisingh@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
181 6 2020-02-27 2024-06-18 14 3 ianhelle@microsoft.com ianhelle@microsoft.com
989 - 2023-01-25 2024-06-18 10 3 peter.bryan@microsoft.com ianhelle@microsoft.com
1461 - 2022-02-18 2024-06-18 10 3 peter.bryan@microsoft.com ianhelle@microsoft.com
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...
498 - 2024-08-13 2025-01-08 5 3 alex@andersconnection.com 50784041+anders-alex@users....
1363 - 2022-02-01 2024-06-18 5 3 32920319+jannieli@users.nor... ianhelle@microsoft.com
282 - 2022-10-27 2022-12-13 5 3 vaasawa@microsoft.com ashwin-patil@users.noreply....
804 - 2022-08-19 2024-06-18 5 3 peter.bryan@microsoft.com ianhelle@microsoft.com
2598 - 2022-07-19 2024-06-18 4 3 amrisingh@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....
5 - 2020-02-27 2021-12-14 5 2 ianhelle@microsoft.com ianhelle@microsoft.com
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....
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
Notebook Template.ipynb
in tutorials-and-examples/how-tos
 502 - 2022-03-10 2024-06-18 3 2 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
865 - 2022-03-10 2024-06-18 3 2 ianhelle@microsoft.com ianhelle@microsoft.com
1474 - 2022-03-10 2024-06-18 3 2 ianhelle@microsoft.com ianhelle@microsoft.com
12 1 2019-10-28 2019-12-04 2 2 ianhelle@microsoft.com peter.bryan@microsoft.com
pkl
 7 - 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
67 - 2022-03-10 2022-04-06 2 2 ianhelle@microsoft.com hello.tayta@gmail.com
34 - 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
pkl
host_logons.pkl
in src/data
 29 - 2022-03-10 2022-04-06 2 2 ianhelle@microsoft.com hello.tayta@gmail.com
Files With Least Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
1545 - 2025-01-08 2025-01-08 1 1 96274100+jgraff1995@users.n... 96274100+jgraff1995@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...
727 - 2023-12-01 2023-12-01 1 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...
499 - 2023-09-06 2023-12-01 4 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...
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...
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...
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
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
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
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
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
512 - 2023-10-03 2023-12-01 2 2 mcarrilloco@users.noreply.g... 43188418+zhzhao8888@users.n...
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
457 - 2022-03-10 2022-04-06 2 2 ianhelle@microsoft.com hello.tayta@gmail.com
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
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....
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
Adding Hunting Bookmarks.ipynb
in tutorials-and-examples/how-tos
 354 - 2022-03-10 2022-04-06 2 2 ianhelle@microsoft.com hello.tayta@gmail.com
Adding Secrets to Azure Key Vault.ipynb
in tutorials-and-examples/how-tos
 347 - 2022-03-10 2022-04-06 2 2 ianhelle@microsoft.com hello.tayta@gmail.com
322 - 2022-03-10 2022-04-06 2 2 ianhelle@microsoft.com hello.tayta@gmail.com
Sumologic-DataConnector.ipynb
in tutorials-and-examples/feature-tutorials
 276 - 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
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
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
bookmark_helper.py
in src/SentinelUtilities/SentinelPortal
 210 40 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
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
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
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
Correlations

File Size vs. Number of Changes: 127 points

machine-learning-notebooks/Guided Hunting - Anomalous Process Network Connections.ipynb x: 1545 lines of code y: 1 # changes Sentinel Bulk Logs Export.ipynb x: 498 lines of code y: 5 # changes A Tour of Cybersec notebook features.ipynb x: 4283 lines of code y: 25 # changes ConfiguringNotebookEnvironment.ipynb x: 1102 lines of code y: 35 # changes Entity Explorer - Account.ipynb x: 2678 lines of code y: 48 # changes Entity Explorer - Domain and URL.ipynb x: 568 lines of code y: 17 # changes Entity Explorer - Host.ipynb x: 804 lines of code y: 5 # changes Entity Explorer - IP Address.ipynb x: 2005 lines of code y: 52 # changes Entity Explorer - Linux Host.ipynb x: 808 lines of code y: 39 # changes Guided Hunting - Anomalous Office365 Exchange Sessions.ipynb x: 596 lines of code y: 26 # changes Guided Hunting - Azure Resource Explorer.ipynb x: 1363 lines of code y: 5 # changes Guided Hunting - Base64-Encoded Linux Commands.ipynb x: 1140 lines of code y: 15 # changes Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 1469 lines of code y: 12 # changes Guided Hunting - Investigating Malicious Links Shared in Teams.ipynb x: 526 lines of code y: 7 # changes Guided Investigation - Azure WAF SQLI.ipynb x: 989 lines of code y: 10 # changes Guided Investigation - Fusion Incident.ipynb x: 1755 lines of code y: 7 # changes Guided Investigation - Incident Triage.ipynb x: 1461 lines of code y: 10 # changes Machine Learning in Notebooks Examples.ipynb x: 1575 lines of code y: 24 # changes scenario-notebooks/Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 1474 lines of code y: 3 # changes scenario-notebooks/Guided Hunting - Use Machine Learning to Detect Potential Low and Slow Password Sprays using Apache Spark via Azure Synapse.ipynb x: 2598 lines of code y: 4 # changes scenario-notebooks/Guided Investigation - MDE Webshell Alerts.ipynb x: 865 lines of code y: 3 # changes scenario-notebooks/Microsoft Sentinel Query Creator.ipynb x: 1979 lines of code y: 7 # changes tutorials-and-examples/example-notebooks/Example - Azure Storage VT Hash Lookup.ipynb x: 182 lines of code y: 3 # changes tutorials-and-examples/how-tos/Notebook Template.ipynb x: 502 lines of code y: 3 # changes tutorials-and-examples/how-tos/TroubleShootingNotebooks.ipynb x: 1083 lines of code y: 3 # changes utils/check_nb_kernel.py x: 181 lines of code y: 14 # changes Credential Scan on Azure Blob Storage.ipynb x: 589 lines of code y: 19 # changes Credential Scan on Azure Data Explorer.ipynb x: 579 lines of code y: 24 # changes Credential Scan on Azure Log Analytics.ipynb x: 474 lines of code y: 20 # changes scenario-notebooks/Tools/PerfTools_Log Analytics Query.ipynb x: 350 lines of code y: 2 # changes scenario-notebooks/Hunting-Notebooks/AIO_Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 512 lines of code y: 2 # changes scenario-notebooks/Hunting-Notebooks/AutomateTools_ParquetGenerator.ipynb x: 369 lines of code y: 2 # changes scenario-notebooks/Hunting-Notebooks/Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 506 lines of code y: 6 # changes scenario-notebooks/Hunting-Notebooks/Scheduled_Hunting-AutomatedDataQueryAndMDTIAPIAndIngestionToCustomTable.ipynb x: 499 lines of code y: 4 # changes scenario-notebooks/Tools/PerfTools_Log Analytics_CustomTable_Setup.ipynb x: 727 lines of code y: 1 # changes scenario-notebooks/Hunting-Notebooks/Hunting-QueryParquetFilesAndIngestionToCustomTable.ipynb x: 441 lines of code y: 1 # changes scenario-notebooks/Hunting-Notebooks/LogAnalytics-CustomTableSetup.ipynb x: 743 lines of code y: 2 # changes scenario-notebooks/Hunting-Notebooks/Hunting-AzureResourceProvisioning.ipynb x: 476 lines of code y: 1 # changes scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureLogAnalytics.ipynb x: 488 lines of code y: 10 # changes scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureBlobStorage.ipynb x: 655 lines of code y: 8 # changes Hands-on 1. Data Discovery using Azure REST API.ipynb x: 441 lines of code y: 24 # changes scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureDataExplorer.ipynb x: 368 lines of code y: 4 # changes mitremap-notebook/MitreMap - Infer MITRE technique from Threat Intel Data.ipynb x: 282 lines of code y: 5 # changes mitremap-notebook/model.ps1 x: 12 lines of code y: 3 # changes Configurate Azure ML and Azure Synapse Analytics.ipynb x: 1095 lines of code y: 20 # changes A Getting Started Guide For PowerShell AML Notebooks.ipynb x: 1352 lines of code y: 15 # changes Hands-on 2. Surfing Data using Azure SDK.ipynb x: 346 lines of code y: 23 # changes azure-hunting/Azure Kubernetes Service Guided Hunting.ipynb x: 1071 lines of code y: 6 # changes machine-learning-notebooks/MasqueradingProcessNameAnomaly.ipynb x: 907 lines of code y: 5 # changes scenario-notebooks/Export Historical Log Data.ipynb x: 1305 lines of code y: 6 # changes scenario-notebooks/AutomatedNotebooks-IncidentTriage.ipynb x: 1141 lines of code y: 2 # changes scenario-notebooks/AutomatedNotebooks-Manager.ipynb x: 322 lines of code y: 2 # changes scenario-notebooks/UserSecurityMetadata/Entities.py x: 87 lines of code y: 2 # changes scenario-notebooks/UserSecurityMetadata/GraphVis.py x: 26 lines of code y: 2 # changes scenario-notebooks/UserSecurityMetadata/Utils.py x: 15 lines of code y: 2 # changes scenario-notebooks/UserSecurityMetadata/__init__.py x: 1 lines of code y: 2 # changes src/SentinelUtilities/SentinelLog/log.py x: 16 lines of code y: 2 # changes src/SentinelUtilities/SentinelPortal/bookmark_helper.py x: 210 lines of code y: 2 # changes src/SentinelUtilities/SentinelUtils/version_management.py x: 44 lines of code y: 2 # changes src/SentinelUtilities/SentinelWidgets/widget_view_helper.py x: 158 lines of code y: 2 # changes src/data/aad_logons.pkl x: 238 lines of code y: 2 # changes src/data/alerts_list.pkl x: 1300 lines of code y: 2 # changes src/data/data_queries.yaml x: 67 lines of code y: 2 # changes src/data/failed_logons_hourly.pkl x: 34 lines of code y: 2 # changes tutorials-and-examples/deprecated-notebooks/A Getting Started Guide For Azure Sentinel Notebooks.ipynb x: 931 lines of code y: 2 # changes tutorials-and-examples/example-notebooks/M365 Defender - APIs ep3.ipynb x: 206 lines of code y: 2 # changes tutorials-and-examples/example-notebooks/SigmaRuleImporter.ipynb x: 686 lines of code y: 2 # changes tutorials-and-examples/example-notebooks/data/az_net_comms_df.pkl x: 1832 lines of code y: 2 # changes tutorials-and-examples/example-notebooks/data/az_whois.df.pkl x: 108 lines of code y: 2 # changes tutorials-and-examples/example-notebooks/data/data_queries.yaml x: 74 lines of code y: 2 # changes tutorials-and-examples/example-notebooks/mp_data.py x: 54 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/AzureBlobStorage.ipynb x: 503 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/AzureSentinelAPIs.ipynb x: 1882 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/DataObfuscation.ipynb x: 1672 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/DataUploader.ipynb x: 832 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/IoCExtract.ipynb x: 2170 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/MDATPQuery.ipynb x: 1730 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/MordorData.ipynb x: 855 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/ResourceGraphDriver.ipynb x: 915 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/Splunk-DataConnector.ipynb x: 1222 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/SqlToKql.ipynb x: 418 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/Sumologic-DataConnector.ipynb x: 276 lines of code y: 2 # changes tutorials-and-examples/feature-tutorials/data/example.yaml x: 59 lines of code y: 2 # changes tutorials-and-examples/how-tos/Adding Secrets to Azure Key Vault.ipynb x: 347 lines of code y: 2 # changes tutorials-and-examples/how-tos/Automation Setup - Configure Azure Machine Learning Compute Cluster and Managed Identity.ipynb x: 457 lines of code y: 2 # changes tutorials-and-examples/how-tos/Automation Setup - Configure Azure Machine Learning Pipelines.ipynb x: 455 lines of code y: 2 # changes tutorials-and-examples/how-tos/Azure Sentinel Query Creator.ipynb x: 1356 lines of code y: 2 # changes tutorials-and-examples/how-tos/Configurate Azure ML and Azure Synapse Analytics.ipynb x: 1078 lines of code y: 2 # changes tutorials-and-examples/how-tos/Provisioning DSVM.ipynb x: 230 lines of code y: 2 # changes tutorials-and-examples/training-notebooks/Training - MSTICPy Training 1221.ipynb x: 1818 lines of code y: 2 # changes utils/check_nb_load.py x: 17 lines of code y: 1 # changes msticpyconfig.yaml x: 5 lines of code y: 5 # changes utils/nb_check.py x: 162 lines of code y: 30 # changes
52.0
# changes
  min: 1.0
  average: 6.43
  25th percentile: 2.0
  median: 2.0
  75th percentile: 5.0
  max: 52.0
0 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

Number of Contributors vs. Number of Changes: 127 points

machine-learning-notebooks/Guided Hunting - Anomalous Process Network Connections.ipynb x: 1 # contributors y: 1 # changes Sentinel Bulk Logs Export.ipynb x: 3 # contributors y: 5 # changes A Tour of Cybersec notebook features.ipynb x: 7 # contributors y: 25 # changes ConfiguringNotebookEnvironment.ipynb x: 6 # contributors y: 35 # changes Entity Explorer - Account.ipynb x: 8 # contributors y: 48 # changes Entity Explorer - Domain and URL.ipynb x: 4 # contributors y: 17 # changes Entity Explorer - IP Address.ipynb x: 9 # contributors y: 52 # changes Entity Explorer - Linux Host.ipynb x: 7 # contributors y: 39 # changes Entity Explorer - Windows Host.ipynb x: 6 # contributors y: 39 # changes Guided Hunting - Anomalous Office365 Exchange Sessions.ipynb x: 8 # contributors y: 26 # changes Guided Hunting - Base64-Encoded Linux Commands.ipynb x: 5 # contributors y: 15 # changes Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 5 # contributors y: 12 # changes Guided Hunting - Investigating Malicious Links Shared in Teams.ipynb x: 5 # contributors y: 7 # changes Guided Investigation - Azure WAF SQLI.ipynb x: 3 # contributors y: 10 # changes Guided Investigation - Fusion Incident.ipynb x: 4 # contributors y: 7 # changes Machine Learning in Notebooks Examples.ipynb x: 6 # contributors y: 24 # changes scenario-notebooks/Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 2 # contributors y: 3 # changes 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 y: 4 # changes utils/check_nb_kernel.py x: 3 # contributors y: 14 # changes Credential Scan on Azure Blob Storage.ipynb x: 6 # contributors y: 19 # changes Credential Scan on Azure Data Explorer.ipynb x: 8 # contributors y: 24 # changes Credential Scan on Azure Log Analytics.ipynb x: 8 # contributors y: 20 # changes scenario-notebooks/Tools/PerfTools_Log Analytics Query.ipynb x: 1 # contributors y: 2 # changes scenario-notebooks/Hunting-Notebooks/AIO_Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 2 # contributors y: 2 # changes scenario-notebooks/Hunting-Notebooks/Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 1 # contributors y: 6 # changes scenario-notebooks/Hunting-Notebooks/Scheduled_Hunting-AutomatedDataQueryAndMDTIAPIAndIngestionToCustomTable.ipynb x: 1 # contributors y: 4 # changes scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureBlobStorage.ipynb x: 4 # contributors y: 8 # changes scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureDataExplorer.ipynb x: 2 # contributors y: 4 # changes mitremap-notebook/model.ps1 x: 3 # contributors y: 3 # changes Configurate Azure ML and Azure Synapse Analytics.ipynb x: 6 # contributors y: 20 # changes A Getting Started Guide For PowerShell AML Notebooks.ipynb x: 6 # contributors y: 15 # changes Hands-on 2. Surfing Data using Azure SDK.ipynb x: 6 # contributors y: 23 # changes azure-hunting/Azure Kubernetes Service Guided Hunting.ipynb x: 5 # contributors y: 6 # changes machine-learning-notebooks/MasqueradingProcessNameAnomaly.ipynb x: 4 # contributors y: 5 # changes scenario-notebooks/Export Historical Log Data.ipynb x: 4 # contributors y: 6 # changes msticpyconfig.yaml x: 2 # contributors y: 5 # changes utils/nb_check.py x: 5 # contributors y: 30 # changes
52.0
# changes
  min: 1.0
  average: 6.43
  25th percentile: 2.0
  median: 2.0
  75th percentile: 5.0
  max: 52.0
0 9.0
# contributors
min: 1.0 | average: 2.8 | 25th percentile: 2.0 | median: 2.0 | 75th percentile: 3.0 | max: 9.0

Number of Contributors vs. File Size: 127 points

machine-learning-notebooks/Guided Hunting - Anomalous Process Network Connections.ipynb x: 1 # contributors y: 1545 lines of code Sentinel Bulk Logs Export.ipynb x: 3 # contributors y: 498 lines of code A Tour of Cybersec notebook features.ipynb x: 7 # contributors y: 4283 lines of code ConfiguringNotebookEnvironment.ipynb x: 6 # contributors y: 1102 lines of code Entity Explorer - Account.ipynb x: 8 # contributors y: 2678 lines of code Entity Explorer - Domain and URL.ipynb x: 4 # contributors y: 568 lines of code Entity Explorer - Host.ipynb x: 3 # contributors y: 804 lines of code Entity Explorer - IP Address.ipynb x: 9 # contributors y: 2005 lines of code Entity Explorer - Linux Host.ipynb x: 7 # contributors y: 808 lines of code Entity Explorer - Windows Host.ipynb x: 6 # contributors y: 808 lines of code Guided Hunting - Anomalous Office365 Exchange Sessions.ipynb x: 8 # contributors y: 596 lines of code Guided Hunting - Azure Resource Explorer.ipynb x: 3 # contributors y: 1363 lines of code Guided Hunting - Base64-Encoded Linux Commands.ipynb x: 5 # contributors y: 1140 lines of code Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 5 # contributors y: 1469 lines of code Guided Hunting - Investigating Malicious Links Shared in Teams.ipynb x: 5 # contributors y: 526 lines of code Guided Investigation - Azure WAF SQLI.ipynb x: 3 # contributors y: 989 lines of code Guided Investigation - Fusion Incident.ipynb x: 4 # contributors y: 1755 lines of code Guided Investigation - Incident Triage.ipynb x: 3 # contributors y: 1461 lines of code Machine Learning in Notebooks Examples.ipynb x: 6 # contributors y: 1575 lines of code scenario-notebooks/Guided Hunting - Detect potential network beaconing using Apache Spark via Azure Synapse.ipynb x: 2 # contributors 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 y: 2598 lines of code scenario-notebooks/Guided Investigation - MDE Webshell Alerts.ipynb x: 2 # contributors y: 865 lines of code scenario-notebooks/Microsoft Sentinel Query Creator.ipynb x: 5 # contributors y: 1979 lines of code tutorials-and-examples/example-notebooks/Example - Azure Storage VT Hash Lookup.ipynb x: 2 # contributors y: 182 lines of code tutorials-and-examples/how-tos/Notebook Template.ipynb x: 2 # contributors y: 502 lines of code tutorials-and-examples/how-tos/TroubleShootingNotebooks.ipynb x: 2 # contributors y: 1083 lines of code utils/check_nb_kernel.py x: 3 # contributors y: 181 lines of code Credential Scan on Azure Blob Storage.ipynb x: 6 # contributors y: 589 lines of code Credential Scan on Azure Data Explorer.ipynb x: 8 # contributors y: 579 lines of code Credential Scan on Azure Log Analytics.ipynb x: 8 # contributors y: 474 lines of code scenario-notebooks/Tools/PerfTools_Log Analytics Query.ipynb x: 1 # contributors y: 350 lines of code scenario-notebooks/Hunting-Notebooks/AIO_Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 2 # contributors y: 512 lines of code scenario-notebooks/Hunting-Notebooks/AutomateTools_ParquetGenerator.ipynb x: 1 # contributors y: 369 lines of code scenario-notebooks/Hunting-Notebooks/Hunting-AutomatedDataQueryAndIngestionToCustomTable.ipynb x: 1 # contributors y: 506 lines of code scenario-notebooks/Hunting-Notebooks/Scheduled_Hunting-AutomatedDataQueryAndMDTIAPIAndIngestionToCustomTable.ipynb x: 1 # contributors y: 499 lines of code scenario-notebooks/Tools/PerfTools_Log Analytics_CustomTable_Setup.ipynb x: 1 # contributors y: 727 lines of code scenario-notebooks/Hunting-Notebooks/Hunting-QueryParquetFilesAndIngestionToCustomTable.ipynb x: 1 # contributors y: 441 lines of code scenario-notebooks/Hunting-Notebooks/LogAnalytics-CustomTableSetup.ipynb x: 1 # contributors y: 743 lines of code scenario-notebooks/Hunting-Notebooks/Hunting-AzureResourceProvisioning.ipynb x: 1 # contributors y: 476 lines of code scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureLogAnalytics.ipynb x: 3 # contributors y: 488 lines of code scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureBlobStorage.ipynb x: 4 # contributors y: 655 lines of code Hands-on 1. Data Discovery using Azure REST API.ipynb x: 6 # contributors y: 441 lines of code scenario-notebooks/Automated-Notebooks/AutomationGallery-CredentialScanOnAzureDataExplorer.ipynb x: 2 # contributors y: 368 lines of code mitremap-notebook/MitreMap - Infer MITRE technique from Threat Intel Data.ipynb x: 3 # contributors y: 282 lines of code mitremap-notebook/model.ps1 x: 3 # contributors y: 12 lines of code Configurate Azure ML and Azure Synapse Analytics.ipynb x: 6 # contributors y: 1095 lines of code A Getting Started Guide For PowerShell AML Notebooks.ipynb x: 6 # contributors y: 1352 lines of code Hands-on 2. Surfing Data using Azure SDK.ipynb x: 6 # contributors y: 346 lines of code azure-hunting/Azure Kubernetes Service Guided Hunting.ipynb x: 5 # contributors y: 1071 lines of code machine-learning-notebooks/MasqueradingProcessNameAnomaly.ipynb x: 4 # contributors y: 907 lines of code scenario-notebooks/Export Historical Log Data.ipynb x: 4 # contributors y: 1305 lines of code scenario-notebooks/AutomatedNotebooks-IncidentTriage.ipynb x: 2 # contributors y: 1141 lines of code scenario-notebooks/AutomatedNotebooks-Manager.ipynb x: 2 # contributors y: 322 lines of code scenario-notebooks/UserSecurityMetadata/Entities.py x: 2 # contributors y: 87 lines of code scenario-notebooks/UserSecurityMetadata/GraphVis.py x: 2 # contributors y: 26 lines of code scenario-notebooks/UserSecurityMetadata/Utils.py x: 2 # contributors y: 15 lines of code src/SentinelUtilities/SentinelPortal/bookmark_helper.py x: 2 # contributors y: 210 lines of code src/SentinelUtilities/SentinelUtils/version_management.py x: 2 # contributors y: 44 lines of code src/SentinelUtilities/SentinelWidgets/widget_view_helper.py x: 2 # contributors y: 158 lines of code src/data/aad_logons.pkl x: 2 # contributors y: 238 lines of code src/data/alerts_list.pkl x: 2 # contributors y: 1300 lines of code src/data/data_queries.yaml x: 2 # contributors y: 67 lines of code tutorials-and-examples/deprecated-notebooks/A Getting Started Guide For Azure Sentinel Notebooks.ipynb x: 2 # contributors y: 931 lines of code tutorials-and-examples/example-notebooks/SigmaRuleImporter.ipynb x: 2 # contributors y: 686 lines of code tutorials-and-examples/example-notebooks/data/az_net_comms_df.pkl x: 2 # contributors y: 1832 lines of code tutorials-and-examples/example-notebooks/data/az_whois.df.pkl x: 2 # contributors y: 108 lines of code tutorials-and-examples/example-notebooks/data/data_queries.yaml x: 2 # contributors y: 74 lines of code tutorials-and-examples/feature-tutorials/AzureSentinelAPIs.ipynb x: 2 # contributors y: 1882 lines of code tutorials-and-examples/feature-tutorials/DataObfuscation.ipynb x: 2 # contributors y: 1672 lines of code tutorials-and-examples/feature-tutorials/DataUploader.ipynb x: 2 # contributors y: 832 lines of code tutorials-and-examples/feature-tutorials/IoCExtract.ipynb x: 2 # contributors y: 2170 lines of code tutorials-and-examples/feature-tutorials/MDATPQuery.ipynb x: 2 # contributors y: 1730 lines of code tutorials-and-examples/feature-tutorials/MordorData.ipynb x: 2 # contributors y: 855 lines of code tutorials-and-examples/feature-tutorials/ResourceGraphDriver.ipynb x: 2 # contributors y: 915 lines of code tutorials-and-examples/feature-tutorials/Splunk-DataConnector.ipynb x: 2 # contributors y: 1222 lines of code tutorials-and-examples/feature-tutorials/SqlToKql.ipynb x: 2 # contributors y: 418 lines of code tutorials-and-examples/feature-tutorials/Sumologic-DataConnector.ipynb x: 2 # contributors y: 276 lines of code tutorials-and-examples/how-tos/Adding Hunting Bookmarks.ipynb x: 2 # contributors y: 354 lines of code tutorials-and-examples/how-tos/Automation Setup - Configure Azure Machine Learning Compute Cluster and Managed Identity.ipynb x: 2 # contributors y: 457 lines of code tutorials-and-examples/how-tos/Automation Setup - Configure Azure Machine Learning Pipelines.ipynb x: 2 # contributors y: 455 lines of code tutorials-and-examples/how-tos/Azure Sentinel Query Creator.ipynb x: 2 # contributors y: 1356 lines of code tutorials-and-examples/how-tos/Configurate Azure ML and Azure Synapse Analytics.ipynb x: 2 # contributors y: 1078 lines of code tutorials-and-examples/how-tos/Provisioning DSVM.ipynb x: 2 # contributors y: 230 lines of code tutorials-and-examples/training-notebooks/Training - MSTICPy Training 1221.ipynb x: 2 # contributors y: 1818 lines of code utils/check_nb_load.py x: 1 # contributors y: 17 lines of code utils/nb_check.py x: 5 # contributors y: 162 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 9.0
# contributors
min: 1.0 | average: 2.8 | 25th percentile: 2.0 | median: 2.0 | 75th percentile: 3.0 | max: 9.0