我无法从pandas系列对象中制作直方图,不明白为什么无法运行。这段代码以前可以正常工作,但现在无法工作。
这是我的一部分代码(具体来说,是我正在尝试制作直方图的pandas系列对象):
type(dfj2_MARKET1['VSPD2_perc'])
输出结果为:pandas.core.series.Series
这是我的绘图代码:
fig, axes = plt.subplots(1, 7, figsize=(30,4))
axes[0].hist(dfj2_MARKET1['VSPD1_perc'],alpha=0.9, color='blue')
axes[0].grid(True)
axes[0].set_title(MARKET1 + ' 5-40 km / h')
错误消息:
AttributeError Traceback (most recent call last)
<ipython-input-75-3810c361db30> in <module>()
1 fig, axes = plt.subplots(1, 7, figsize=(30,4))
2
----> 3 axes[1].hist(dfj2_MARKET1['VSPD2_perc'],alpha=0.9, color='blue')
4 axes[1].grid(True)
5 axes[1].set_xlabel('Time spent [%]')
C:\Python27\lib\site-packages\matplotlib\axes.pyc in hist(self, x, bins, range, normed, weights, cumulative, bottom, histtype, align, orientation, rwidth, log, color, label, stacked, **kwargs)
8322 # this will automatically overwrite bins,
8323 # so that each histogram uses the same bins
-> 8324 m, bins = np.histogram(x[i], bins, weights=w[i], **hist_kwargs)
8325 m = m.astype(float) # causes problems later if it's an int
8326 if mlast is None:
C:\Python27\lib\site-packages\numpy\lib\function_base.pyc in histogram(a, bins, range, normed, weights, density)
158 if (mn > mx):
159 raise AttributeError(
--> 160 'max must be larger than min in range parameter.')
161
162 if not iterable(bins):
AttributeError: max must be larger than min in range parameter.
hist
函数,而不是matplotlib的。这个函数可以像预期的那样处理NaN值。请看我的更新。 - joris