scatterplot_interact.py

import cufflinks as cf

@interact
def scatter_plot(x=list(df.select_dtypes('number').columns), 
                 y=list(df.select_dtypes('number').columns)[1:],
                 theme=list(cf.themes.THEMES.keys()), 
                 colorscale=list(cf.colors._scales_names.keys())):
    
    df.iplot(kind='scatter', x=x, y=y, mode='markers', 
             xTitle=x.title(), yTitle=y.title(), 
             text='title',
             title=f'{y.title()} vs {x.title()}',
            theme=theme, colorscale=colorscale)

Hi Will,

I was trying to use the code in my code. Unfortunately, i got an error as following. Could please you help me in fixing it. ?

Thank you in advance
Naveen

---

KeyError Traceback (most recent call last)
C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\indexes\base.py in get_loc(self, key, method, tolerance)
2655 try:
-> 2656 return self._engine.get_loc(key)
2657 except KeyError:

pandas_libs\index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas_libs\index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas_libs\hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas_libs\hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'title'

During handling of the above exception, another exception occurred:

KeyError Traceback (most recent call last)
C:\ProgramData\Anaconda3\lib\site-packages\ipywidgets\widgets\interaction.py in update(self, *args)
249 value = widget.get_interact_value()
250 self.kwargs[widget._kwarg] = value
--> 251 self.result = self.f(**self.kwargs)
252 show_inline_matplotlib_plots()
253 if self.auto_display and self.result is not None:

in scatter_plot(x, y, theme, colorscale)
11 text='title',
12 title=f'{y.title()} vs {x.title()}',
---> 13 theme=theme, colorscale=colorscale)

C:\ProgramData\Anaconda3\lib\site-packages\cufflinks\plotlytools.py in _iplot(self, kind, data, layout, filename, sharing, title, xTitle, yTitle, zTitle, theme, colors, colorscale, fill, width, dash, mode, interpolation, symbol, size, barmode, sortbars, bargap, bargroupgap, bins, histnorm, histfunc, orientation, boxpoints, annotations, keys, bestfit, bestfit_colors, mean, mean_colors, categories, x, y, z, text, gridcolor, zerolinecolor, margin, labels, values, secondary_y, secondary_y_title, subplots, shape, error_x, error_y, error_type, locations, lon, lat, asFrame, asDates, asFigure, asImage, dimensions, asPlot, asUrl, online, **kwargs)
824 if text:
825 if not isinstance(text,list):
--> 826 text=self[text].values
827 data=df.to_iplot(colors=colors,colorscale=colorscale,kind=kind,interpolation=interpolation,fill=fill,width=width,dash=dash,sortbars=sortbars,keys=keys,
828 bestfit=bestfit,bestfit_colors=bestfit_colors,mean=mean,mean_colors=mean_colors,asDates=asDates,mode=mode,symbol=symbol,size=size,

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\frame.py in getitem(self, key)
2925 if self.columns.nlevels > 1:
2926 return self._getitem_multilevel(key)
-> 2927 indexer = self.columns.get_loc(key)
2928 if is_integer(indexer):
2929 indexer = [indexer]

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\indexes\base.py in get_loc(self, key, method, tolerance)
2656 return self._engine.get_loc(key)
2657 except KeyError:
-> 2658 return self._engine.get_loc(self._maybe_cast_indexer(key))
2659 indexer = self.get_indexer([key], method=method, tolerance=tolerance)
2660 if indexer.ndim > 1 or indexer.size > 1:

pandas_libs\index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas_libs\index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas_libs\hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas_libs\hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'title'

I got the same error.

I got the same error too.

same error..