I would like to visualize this data set using Python and probably a visualization tool like Matplotlib. The data set contains three columns: a user id with a question, a user id with an answer, and time. I would like to visualize this data set as a linked list style graph. That is a tree-like structure which would show relationships based on the connections between questions and answers. I've tried different sets of keywords in an attempt to find out how to visualize a data set in this way, but to no avail. [I'm new to data science or analysis]. So I would appreciate some help with this.
There are many prominent Python libraries for visualization and subsequent analysis of network graphs. The most widely used is NetworkX. It is easy to add nodes and directed edges in a NetworkX graph and visualize them with Matplotlib.
Installing NetworkX is a prerequisite.
pip install networkx
The following code creates a NetworkX DiGraph object, adds edges(and thereby nodes) to it and plots the graph.
import networkx as nx from matplotlib import pyplot as plt G = nx.DiGraph() G.add_edges_from([(1, 3), (2, 3), (2, 4), (4, 1)]) nx.draw(G)
Hopefully, this should get you started :)