Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.
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Transcript of Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.
![Page 1: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/1.jpg)
Data Analytics ChallengeBy: Mohamed Hakim Joe SchweizerJoe Throne Pete Mollica
![Page 2: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/2.jpg)
Lockheed Martin Challenge
Goal: Reduce Insider Threat Provided with employee records (Personal Contact Records,
Travel Records, Phone Records, Performance Records, Citizenship Records, and Server Access Logs).
Have to use predictive analysis to provide each employee with a threat level. (Inconsistent phone records, or flight plans)
Identify top potential insider threats, for each department, and company wide.
![Page 3: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/3.jpg)
Approach
Examine each record individually.
Provide an employee a threat level for each record.
Weight each threat level per record accordingly.
![Page 4: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/4.jpg)
Software Approach
![Page 5: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/5.jpg)
CSV Data
![Page 6: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/6.jpg)
Main Function
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Threat Level: Air Travel
![Page 8: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/8.jpg)
Threat Level: Phone Records
![Page 9: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/9.jpg)
Threat Level: Server Access Logs
![Page 10: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/10.jpg)
Threat Level: Job History
![Page 11: Data Analytics Challenge By: Mohamed Hakim Joe Schweizer Joe Throne Pete Mollica.](https://reader034.fdocuments.net/reader034/viewer/2022050916/5a4d1b607f8b9ab0599ace06/html5/thumbnails/11.jpg)
Threat Level: Citizenship