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[英]How to take draw an average line for a scatter / a plot in MatPlotLib?
[英]how to plot an average line in matplotlib?
我有2個列表使用matplotlib繪制時間序列圖
r1=['14.5', '5.5', '21', '19', '25', '25']
t1=[datetime.datetime(2014, 4, 12, 0, 0), datetime.datetime(2014, 5, 10, 0, 0), datetime.datetime(2014, 6, 12, 0, 0), datetime.datetime(2014, 7, 19, 0, 0), datetime.datetime(2014, 8, 15, 0, 0), datetime.datetime(2014, 9, 17, 0, 0)]
我編寫了使用這兩個列表繪制圖形的代碼,如下所示:
xy.plot(h,r1)
xy.xticks(h,t1)
xy.plot(r1, '-o', ms=10, lw=1, alpha=1, mfc='orange')
xy.xlabel('Sample Dates')
xy.ylabel('Air Temperature')
xy.title('Tier 1 Lake Graph (JOR-01-L)')
xy.grid(True)
xy.show()
我添加了這組代碼以繪制列表r1的平均值,即:
avg= (reduce(lambda x,y:x+y,r1)/len(r1))
avg1.append(avg)
avg2=avg1*len(r1)
xy.plot(h,avg2)
xy.plot(h,r1)
xy.xticks(h,t1)
xy.plot(r1, '-o', ms=10, lw=1, alpha=1, mfc='orange')
xy.xlabel('Sample Dates')
xy.ylabel('Air Temperature')
xy.title('Tier 1 Lake Graph (JOR-01-L)')
xy.grid(True)
xy.show()
但是代碼開始拋出錯誤,提示:
Traceback (most recent call last):
File "C:\Users\Ayush\Desktop\UWW Data Examples\new csvs\temp.py", line 63, in <module>
avg= (reduce(lambda x,y:x+y,r1)/len(r1))
TypeError: unsupported operand type(s) for /: 'str' and 'int'
matplotlib中是否有任何直接方法可將平均線添加到圖中? 感謝幫助..
r1
是一個字符串列表,而不是實際的floats/ints
因此顯然您不能將字符串除以int,您需要在傳遞lambda之前將其強制轉換為float
或將列表內容轉換為float
,然后再傳遞它:
r1 = ['14.5', '5.5', '21', '19', '25', '25']
r1[:] = map(float,r1)
所做的更改確實有效:
In [3]: r1=['14.5', '5.5', '21', '19', '25', '25']
In [4]: avg= (reduce(lambda x,y:x+y,r1)/len(r1))
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-4-91fbcb81cdb6> in <module>()
----> 1 avg= (reduce(lambda x,y:x+y,r1)/len(r1))
TypeError: unsupported operand type(s) for /: 'str' and 'int'
In [5]: r1[:] = map(float,r1)
In [6]: avg= (reduce(lambda x,y:x+y,r1)/len(r1))
In [7]: avg
Out[7]: 18.333333333333332
同樣,使用sum將更容易獲得平均值:
avg = sum(r1) / len(r1)
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