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IT Academy - Data Science with Python

S05 T01: Log Transformation with Regular Expressions

forthebadge made-with-python

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Code Time

Linkedin: JesusSantana

GitHub JesusSantana

Description

The analysis of registers is an important function for the control and the alert, the compliance of the security policies, the audit and the regulatory compliance, the response to incidents of security and fins and total forensic investigations. By analyzing the registration data, companies can more easily identify possible threats and problems, address the cause and initiate a rapid response to mitigate the risks.

Level 1

The analyst has to make sure that the records consist of a complete range of missatges and are interpreted according to the context. The registration elements must be standardized, using the terms or terminology, to avoid confusion and provide cohesion..

The Dades Scientist has provided access to the registrations-Logs on which the activity of totes visits to realities is registered at the website of the travel agency "akumenius.com".

  • Exercise 1:
    • Normalize, identify, and enumerate each of the attributes / variables in the "Web_access_log-akumenius.com" file structure found in the GitHub repository "Data-sources".

Level 2

  • Exercise 2:
    • Cleans, preprocesses, structures and transforms (dataframe) the data of the Web Access record.
  • Exercise 3:
    • Geolocates IP's. Here is a page of interest:
    • ip2geotools

Level 3

  • Exercise 4:
    • Show me your creativity, Surprise me go one step further with the above analysis.

BONUS ***

  • Build Dashboard In Python – Plotly Dash
    • Dash is a Python framework, based on Flask, Plotly and ReactJS