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# create data | |
x = list(range(1951, 1960)) | |
data = [] | |
data.append({'label': 'New York', 'x': x, 'y': [ | |
13.8, 13.6, 14.3, 13, 13.6, 13.5, 13.4, 13, 12.6]}) | |
data.append({'label': 'Massachusetts', 'x': x, 'y': [ | |
10.1, 10, 11.5, 10.8, 11.7, 11.50, 10.1, 11.8, 10.7]}) | |
data.append({'label': 'Connecticut', 'x': x, 'y': [ | |
12.7, 10.9, 12.5, 11, 14.3, 12.4, 11.8, 10.2, 9.7]}) | |
data.append({'label': 'Rhode Island', 'x': x, 'y': [ | |
8, 8.2, 8.2, 8, 10.4, 8.2, 8.4, 8.5, 9]}) | |
# initialize figure | |
fig, ax = plt.subplots(figsize=(6, 6)) | |
# remove splines | |
ax.spines['top'].set_visible(False) | |
ax.spines['right'].set_visible(False) | |
# set spline bounds | |
ax.spines['left'].set_bounds(8, 16) | |
ax.spines['bottom'].set_bounds(1951, 1959) | |
# set axis limits | |
ax.set_ylim(7, 17) | |
ax.set_xlim(1950, 1960) | |
# set axis ticks | |
ax.xaxis.set_ticks(x) | |
ax.yaxis.set_ticks(list(range(8, 18, 2))) | |
# make ticks inward facing | |
ax.xaxis.set_tick_params(direction='in') | |
ax.yaxis.set_tick_params(direction='in') | |
# plot data | |
for data_dict in data: | |
x = data_dict['x'] | |
y = data_dict['y'] | |
label = data_dict['label'] | |
ax.scatter(x, y, s=8, color='black', zorder=3) | |
ax.scatter(x, y, s=64, color='white', zorder=2) | |
if label == 'Connecticut': | |
linestyle = 'solid' | |
ax.plot([1955, 1956], [y[x.index(1955)], y[x.index(1956)]], | |
color='black', linewidth=2, zorder=1, linestyle=linestyle) | |
else: | |
linestyle = (0, (5, 10)) | |
ax.plot(x, y, color='black', zorder=1, linewidth=0.7, linestyle=linestyle) | |
ax.text(x[-1]+0.5, y[-1], label, va='center') | |
ax.text(1957.5, 15.5, 'Traffic Deaths per 100,000\nPersons in Connecticut,\nMassachusetts, Rhode Island,\nand New York, 1951-1959', va='center') |
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