pandas.tools在哪里

Question

安装后pandas：

idf:~/Documents/python/plot$ pip3 install pandas --user
Collecting pandas
  Using cached https://files.pythonhosted.org/packages/f9/e1/4a63ed31e1b1362d40ce845a5735c717a959bda992669468dae3420af2cd/pandas-0.24.0-cp36-cp36m-manylinux1_x86_64.whl
Requirement already satisfied: numpy>=1.12.0 in /home/idf/.local/lib/python3.6/site-packages (from pandas) (1.15.4)
Requirement already satisfied: pytz>=2011k in /home/idf/.local/lib/python3.6/site-packages (from pandas) (2018.7)
Requirement already satisfied: python-dateutil>=2.5.0 in /home/idf/.local/lib/python3.6/site-packages (from pandas) (2.7.5)
Requirement already satisfied: six>=1.5 in /home/idf/.local/lib/python3.6/site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)
zipline 1.3.0 has requirement pandas<=0.22,>=0.18.1, but you'll have pandas 0.24.0 which is incompatible.
Installing collected packages: pandas
Successfully installed pandas-0.24.0
idf:~/Documents/python/plot$ 

我尝试加载pandas.tools，

from pandas.tools.plotting import autocorrelation_plot

ModuleNotFoundError                       Traceback (most recent call last)
<ipython-input-52-e11ce94b8d5d> in <module>
----> 1 from pandas.tools.plotting import autocorrelation_plot


ModuleNotFoundError: No module named 'pandas.tools'

我该如何进入pandas.tools？

Answer 1

在此提交中，软件包pandas.tools.plotting已移至，作为Pandas 中＃16005和＃12548的一部分。pandas.plotting0.20.0

最近，在Pandas中发布的Pandas ＃23376中的提交中，删除了以前允许继续使用的已弃用的程序包。0.24.0pandas.toolspandas.tools.plotting

如此，一旦您允许Pandas升级到0.24.0更高版本或更高版本，您将需要替换进口，pandas.tools.plotting而不是进口pandas.plotting。

Answer 2

它变成了pandas.plotting。

希望这可以帮助。

Answer 3

Traceback (most recent call last):
  File "brod.py", line 3, in <module>
    from pandas.tools.plotting import scatter_matrix
ModuleNotFoundError: No module named 'pandas.tools'

这发生在新版本的熊猫中。这个

from pandas.tools.plotting import scatter_matrix

如果您使用新版本的熊猫，则用于旧版本的熊猫，然后编写代码

from pandas.plotting import scatter_matrix

代替

from pandas.tools.plotting import scatter_matrix