Analyzing Apache Server Logs with Python | Calgary HTTP Dataset

📊 Web Server Log Analysis using Python
In this video, I walk through my complete solution to the Web Server Log Analysis take-home project using the Calgary HTTP dataset. I demonstrate how I parsed, cleaned, and analyzed Apache server log data using Python and Pandas in a Jupyter Notebook. The video includes step-by-step code execution, logic explanation, and a brief overview of challenges encountered.

✅ Topics Covered:

Parsing Apache log format

Data cleaning & preprocessing

Extracting HTTP methods, filenames, extensions

Aggregation and analysis (e.g., top hosts, status codes, unique filename counts)

Exporting results for further use

💡 Tools Used:
Python, Pandas, Jupyter Notebook