lmplot.py

# So this function creates a faceted plot. The plot is parameterized by the following:

# col : divides the data points into days and creates that many plots
# palette: deep, muted, pastel, bright, dark, and colorblind. change the colors in graph. Experiment with these
# col_wrap: we want 2 graphs in a row? Yes.We do
# scatter_kws: attributes for points
# hue: Colors on a particular column.
# size: controls the size of graph

g = sns.lmplot(x="tip", y="total_bill",ci=None,data=tips, col="day",
	palette="muted",col_wrap=2,scatter_kws={"s": 100,"alpha":.5},
	line_kws={"lw":4,"alpha":0.5},hue="day",x_jitter=1.0,y_jitter=1.0,size=6)

# remove the top and right line in graph
sns.despine()
# Additional line to adjust some appearance issue
plt.subplots_adjust(top=0.9)

# Set the Title of the graph from here
g.fig.suptitle('Total Bill vs. Tip', fontsize=34,color="r",alpha=0.5)

# Set the xlabel of the graph from here
g.set_xlabels("Tip",size = 50,color="r",alpha=0.5)

# Set the ylabel of the graph from here
g.set_ylabels("Total Bill",size = 50,color="r",alpha=0.5)

# Set the ticklabel size and color of the graph from here
titles = ['Thursday','Friday','Saturday','Sunday']
for ax,title in zip(g.axes.flat,titles):
    ax.tick_params(labelsize=14,labelcolor="black")