Graph Theory

INTRODUCTION A picture is worth a thousand words is a commonly used adage meaning that complex and sometimes multiple ideas can be conveyed by a single still image(wiki). So does the graph through the visual representation of data. Visual representation provides better insights and helps us make better data-driven decisions based on them. A better understanding of the "Graph Theory" concept can aid our data visualization to the next level. Though the graph theory is important, it is often hidden under the concept of many ML algorithms. Understanding the graph theory concepts and application of it to data science can benefit us by speeding up our code dramatically, reducing functions with plenty of looping to sweet one-liners, making possible certain tasks that were previously practically unsolvable.