pandas.DataFrame.plot¶
Make plots of Series or DataFrame using the backend specified by the
option plotting.backend. By default, matplotlib is used.
- param data
- Series or DataFrame
The object for which the method is called
- param x
- label or position, default None
Only used if data is a DataFrame.
- param y
- label, position or list of label, positions, default None
Allows plotting of one column versus another. Only used if data is a DataFrame.
- param kind
- str
‘line’ : line plot (default)
‘bar’ : vertical bar plot
‘barh’ : horizontal bar plot
‘hist’ : histogram
‘box’ : boxplot
‘kde’ : Kernel Density Estimation plot
‘density’ : same as ‘kde’
‘area’ : area plot
‘pie’ : pie plot
‘scatter’ : scatter plot
‘hexbin’ : hexbin plot
- param figsize
a tuple (width, height) in inches
- param use_index
- bool, default True
Use index as ticks for x axis
- param title
- string or list
Title to use for the plot. If a string is passed, print the string at the top of the figure. If a list is passed and subplots is True, print each item in the list above the corresponding subplot.
- param grid
- bool, default None (matlab style default)
Axis grid lines
- param legend
- False/True/’reverse’
Place legend on axis subplots
- param style
- list or dict
matplotlib line style per column
- param logx
- bool or ‘sym’, default False
Use log scaling or symlog scaling on x axis .. versionchanged:: 0.25.0
- param logy
- bool or ‘sym’ default False
Use log scaling or symlog scaling on y axis .. versionchanged:: 0.25.0
- param loglog
- bool or ‘sym’, default False
Use log scaling or symlog scaling on both x and y axes .. versionchanged:: 0.25.0
- param xticks
- sequence
Values to use for the xticks
- param yticks
- sequence
Values to use for the yticks
- param xlim
2-tuple/list
- param ylim
2-tuple/list
- param rot
- int, default None
Rotation for ticks (xticks for vertical, yticks for horizontal plots)
- param fontsize
- int, default None
Font size for xticks and yticks
- param colormap
- str or matplotlib colormap object, default None
Colormap to select colors from. If string, load colormap with that name from matplotlib.
- param colorbar
- bool, optional
If True, plot colorbar (only relevant for ‘scatter’ and ‘hexbin’ plots)
- param position
- float
Specify relative alignments for bar plot layout. From 0 (left/bottom-end) to 1 (right/top-end). Default is 0.5 (center)
- param table
- bool, Series or DataFrame, default False
If True, draw a table using the data in the DataFrame and the data will be transposed to meet matplotlib’s default layout. If a Series or DataFrame is passed, use passed data to draw a table.
- param yerr
- DataFrame, Series, array-like, dict and str
See Plotting with Error Bars for detail.
- param xerr
- DataFrame, Series, array-like, dict and str
Equivalent to yerr.
- param mark_right
- bool, default True
When using a secondary_y axis, automatically mark the column labels with “(right)” in the legend **kwds : keywords Options to pass to matplotlib plotting method
- return
matplotlib.axes.Axesor numpy.ndarray of them If the backend is not the default matplotlib one, the return value will be the object returned by the backend.
Warning
This feature is currently unsupported by Intel Scalable Dataframe Compiler