熊猫时间序列数据框图未在索引中

时间:2019-02-06 15:43:16

标签: python pandas dataframe matplotlib data-science

我有一个数据帧,其前5个元素如下所示:

enter image description here

我已从该数据框中删除了所有空值。这是每列的数据类型:

enter image description here

后来,当我尝试使用

获取地块时
data.plot(x=data.timestamp, style='.-')

它显示此错误:

KeyError                                  Traceback (most recent call last)
<ipython-input-48-e11e322ec19a> in <module>
      4 
      5 # data.coffees.plot(x=data.timestamp, style='.-')
----> 6 data.plot(x=data.timestamp, style='.-')
      7 # import matplotlib.pyplot as plt
      8 # plt.plot(x=data.timestamp, y=data.coffees, style=".-")

~/Softwares-and-tools/Anaconda3/lib/python3.6/site-packages/pandas/plotting/_core.py in __call__(self, x, y, kind, ax, subplots, sharex, sharey, layout, figsize, use_index, title, grid, legend, style, logx, logy, loglog, xticks, yticks, xlim, ylim, rot, fontsize, colormap, table, yerr, xerr, secondary_y, sort_columns, **kwds)
   2939                           fontsize=fontsize, colormap=colormap, table=table,
   2940                           yerr=yerr, xerr=xerr, secondary_y=secondary_y,
-> 2941                           sort_columns=sort_columns, **kwds)
   2942     __call__.__doc__ = plot_frame.__doc__
   2943 

~/Softwares-and-tools/Anaconda3/lib/python3.6/site-packages/pandas/plotting/_core.py in plot_frame(data, x, y, kind, ax, subplots, sharex, sharey, layout, figsize, use_index, title, grid, legend, style, logx, logy, loglog, xticks, yticks, xlim, ylim, rot, fontsize, colormap, table, yerr, xerr, secondary_y, sort_columns, **kwds)
   1975                  yerr=yerr, xerr=xerr,
   1976                  secondary_y=secondary_y, sort_columns=sort_columns,
-> 1977                  **kwds)
   1978 
   1979 

~/Softwares-and-tools/Anaconda3/lib/python3.6/site-packages/pandas/plotting/_core.py in _plot(data, x, y, subplots, ax, kind, **kwds)
   1764                 if is_integer(x) and not data.columns.holds_integer():
   1765                     x = data_cols[x]
-> 1766                 elif not isinstance(data[x], ABCSeries):
   1767                     raise ValueError("x must be a label or position")
   1768                 data = data.set_index(x)

~/Softwares-and-tools/Anaconda3/lib/python3.6/site-packages/pandas/core/frame.py in __getitem__(self, key)
   2680         if isinstance(key, (Series, np.ndarray, Index, list)):
   2681             # either boolean or fancy integer index
-> 2682             return self._getitem_array(key)
   2683         elif isinstance(key, DataFrame):
   2684             return self._getitem_frame(key)

~/Softwares-and-tools/Anaconda3/lib/python3.6/site-packages/pandas/core/frame.py in _getitem_array(self, key)
   2724             return self._take(indexer, axis=0)
   2725         else:
-> 2726             indexer = self.loc._convert_to_indexer(key, axis=1)
   2727             return self._take(indexer, axis=1)
   2728 

~/Softwares-and-tools/Anaconda3/lib/python3.6/site-packages/pandas/core/indexing.py in _convert_to_indexer(self, obj, axis, is_setter)
   1325                 if mask.any():
   1326                     raise KeyError('{mask} not in index'
-> 1327                                    .format(mask=objarr[mask]))
   1328 
   1329                 return com._values_from_object(indexer)

KeyError: "['2011-10-03T08:22:00.000000000' '2011-10-04T11:48:00.000000000'\n '2011-10-05T10:47:00.000000000' '2011-10-05T13:15:00.000000000'\n '2011-10-06T07:21:00.000000000' '2011-10-06T10:04:00.000000000'\n '2011-10-06T12:14:00.000000000' '2011-10-06T12:49:00.000000000'\n '2011-10-06T14:52:00.000000000' '2011-10-07T07:34:00.000000000'\n '2011-10-07T08:37:00.000000000' '2011-10-07T11:09:00.000000000'\n '2011-10-07T13:14:00.000000000' '2011-10-07T15:20:00.000000000'\n '2011-10-07T16:50:00.000000000' '2011-10-09T16:53:00.000000000'\n '2011-10-10T07:29:00.000000000' '2011-10-10T10:13:00.000000000'\n '2011-10-10T13:41:00.000000000' '2011-10-10T14:02:00.000000000'\n '2011-10-10T15:23:00.000000000' '2011-10-11T14:09:00.000000000'\n '2011-10-12T08:11:00.000000000' '2011-10-12T09:57:00.000000000'\n '2011-10-12T10:06:00.000000000' '2011-10-12T12:01:00.000000000'\n '2011-10-12T12:30:00.000000000' '2011-10-12T13:56:00.000000000'\n '2011-10-13T09:10:00.000000000' 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没有答案