I'm trying to draw a line through the data as seen here
but this is what I get when I run my plot function
Below is the code I'm using to generate the data as well as the line. I'm not sure why this is producing a web of graphs rather than a single line through the data, so any help is greatly appreciated!
#function that plots graphs of specific width and height.
def plot_func(x, y, xlabel, ylabel, title):
fig = plt.figure(figsize=(16, 8))
#plt.scatter(x, y, alpha=1200/len(x), linewidths= 1)
p = np.poly1d(np.polyfit(x, y, 4))
plt.plot(x, p(x))
fig.suptitle(title, fontsize=24)
plt.xlabel(xlabel, fontsize=18)
plt.ylabel(ylabel, fontsize=16)
plt.show()
Preferably I would like to be able to draw a single line through the data
