Python 画气温图

Python 画气温图_第1张图片

import csv
from datetime import datetime
from matplotlib import pyplot as plt
# filename = 'sitka_weather_2014.csv'
filename = 'death_valley_2014.csv'
with open(filename) as f:
    reader = csv.reader(f)
    header_row = next(reader)
    # print(header_row) 
    # for index,column_header in enumerate(header_row):
    #     print(index,column_header)
    dates,highs,lows = [],[],[]
    for row in reader:
        try:
            current_date = datetime.strptime(row[0],'%Y-%m-%d')
            high = int(row[1])
            low = int(row[3])
        except ValueError:
            print(current_date,'missing data')
        else:
            dates.append(current_date)
            highs.append(high)
            lows.append(low)
fig = plt.figure(dpi=128,figsize=(10,6))
plt.plot(dates,highs,c='red',alpha=0.5)
plt.plot(dates,lows,c='blue',alpha=0.5)
plt.fill_between(dates,highs,lows,facecolor='blue',alpha=0.1)
plt.title('Daily high&low temperatures - 2014',fontsize=24)
plt.xlabel('',fontsize=16)
fig.autofmt_xdate()
plt.ylabel('Temperature(F)',fontsize=16)
plt.tick_params(axis='both',which='major',labelsize=16)
plt.show()

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