Подготовка графиков для публикации
Введение в визуализацию данных с Matplotlib
Ariel Rokem
Data Scientist
Изменение стиля графика
import matplotlib.pyplot as plt
fig, ax = plt.subplots()
ax.plot(seattle_weather["MONTH"], seattle_weather["MLY-TAVG-NORMAL"])
ax.plot(austin_weather["MONTH"], austin_weather["MLY-TAVG-NORMAL"])
ax.set_xlabel("Time (months)")
ax.set_ylabel("Average temperature (Fahrenheit degrees)")
plt.show()
Выбор стиля
plt.style.use("ggplot")fig, ax = plt.subplots() ax.plot(seattle_weather["MONTH"], seattle_weather["MLY-TAVG-NORMAL"]) ax.plot(austin_weather["MONTH"], austin_weather["MLY-TAVG-NORMAL"]) ax.set_xlabel("Time (months)") ax.set_ylabel("Average temperature (Fahrenheit degrees)") plt.show()
Стиль «bmh»
plt.style.use("bmh")fig, ax = plt.subplots() ax.plot(seattle_weather["MONTH"], seattle_weather["MLY-TAVG-NORMAL"]) ax.plot(austin_weather["MONTH"], austin_weather["MLY-TAVG-NORMAL"]) ax.set_xlabel("Time (months)") ax.set_ylabel("Average temperature (Fahrenheit degrees)") plt.show()
Стили Seaborn
plt.style.use("seaborn-colorblind")fig, ax = plt.subplots() ax.plot(seattle_weather["MONTH"], seattle_weather["MLY-TAVG-NORMAL"]) ax.plot(austin_weather["MONTH"], austin_weather["MLY-TAVG-NORMAL"]) ax.set_xlabel("Time (months)") ax.set_ylabel("Average temperature (Fahrenheit degrees)") plt.show()
