In order to compare the efficiency of two string search algorithms, the objective is to measure the time it takes to search for a specific word in a text using both the Z algorithm and the Anagram algorithm.

Just clone the repository and execute every cell in start.ipynb. Not forget to install all the dependencies.

For a more consistent comparison, four datasets of different sizes (specifically 8.40, 16.80, 25.19, and 33.59 MB) will be used. From each dataset, five random words will be extracted, and these will be used to measure the execution time of each algorithm.

The data used in this comparison were extrated from https://www.kaggle.com/datasets/sunnysai12345/news-summary.

Execution time (in seconds) for Z Algorithm per each word and dataset.

Execution time (in seconds) for Anagram Search per each word and dataset.

Average execution time (in seconds) per algorithm and dataset.