In this project, I analyzed gameplay data of approximately 4800 chess games I played on chess.com using pandas, pyvis, matplotlib and more.
Understand the flow of the game through moves visualized as a network graph.
Discover the most common end positions in the games played.
Interact with the visualizations to get a better understanding of specific nodes and connections.
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
import networkx as nx
from pyvis.network import Network
from pyvis.physics import Physics
import chess
import json
import re