@@ -166,6 +166,8 @@ class Axes(_AxesBase):
166166 colors : ColorType | Sequence [ColorType ] | None = ...,
167167 linestyles : LineStyleType = ...,
168168 label : str = ...,
169+ * ,
170+ data = ...,
169171 ** kwargs
170172 ) -> LineCollection : ...
171173 def vlines (
@@ -176,6 +178,8 @@ class Axes(_AxesBase):
176178 colors : ColorType | Sequence [ColorType ] | None = ...,
177179 linestyles : LineStyleType = ...,
178180 label : str = ...,
181+ * ,
182+ data = ...,
179183 ** kwargs
180184 ) -> LineCollection : ...
181185 def eventplot (
@@ -188,14 +192,16 @@ class Axes(_AxesBase):
188192 colors : ColorType | Sequence [ColorType ] | None = ...,
189193 alpha : float | Sequence [float ] | None = ...,
190194 linestyles : LineStyleType | Sequence [LineStyleType ] = ...,
195+ * ,
196+ data = ...,
191197 ** kwargs
192198 ) -> EventCollection : ...
193199 def plot (
194200 self ,
195201 * args : float | ArrayLike | str ,
196202 scalex : bool = ...,
197203 scaley : bool = ...,
198- data : Any | None = ...,
204+ data = ...,
199205 ** kwargs
200206 ) -> list [Line2D ]: ...
201207 def plot_date (
@@ -206,13 +212,15 @@ class Axes(_AxesBase):
206212 tz : str | datetime .tzinfo | None = ...,
207213 xdate : bool = ...,
208214 ydate : bool = ...,
215+ * ,
216+ data = ...,
209217 ** kwargs
210218 ) -> list [Line2D ]: ...
211219 def loglog (self , * args , ** kwargs ) -> list [Line2D ]: ...
212220 def semilogx (self , * args , ** kwargs ) -> list [Line2D ]: ...
213221 def semilogy (self , * args , ** kwargs ) -> list [Line2D ]: ...
214222 def acorr (
215- self , x : ArrayLike , ** kwargs
223+ self , x : ArrayLike , * , data = ..., * *kwargs
216224 ) -> tuple [np .ndarray , np .ndarray , LineCollection | Line2D , Line2D | None ]: ...
217225 def xcorr (
218226 self ,
@@ -222,6 +230,8 @@ class Axes(_AxesBase):
222230 detrend : Callable [[ArrayLike ], ArrayLike ] = ...,
223231 usevlines : bool = ...,
224232 maxlags : int = ...,
233+ * ,
234+ data = ...,
225235 ** kwargs
226236 ) -> tuple [np .ndarray , np .ndarray , LineCollection | Line2D , Line2D | None ]: ...
227237 def step (
@@ -230,7 +240,7 @@ class Axes(_AxesBase):
230240 y : ArrayLike ,
231241 * args ,
232242 where : Literal ["pre" , "post" , "mid" ] = ...,
233- data : Any | None = ...,
243+ data = ...,
234244 ** kwargs
235245 ) -> list [Line2D ]: ...
236246 def bar (
@@ -241,6 +251,7 @@ class Axes(_AxesBase):
241251 bottom : float | ArrayLike | None = ...,
242252 * ,
243253 align : Literal ["center" , "edge" ] = ...,
254+ data = ...,
244255 ** kwargs
245256 ) -> BarContainer : ...
246257 def barh (
@@ -251,7 +262,7 @@ class Axes(_AxesBase):
251262 left : float | ArrayLike | None = ...,
252263 * ,
253264 align : Literal ["center" , "edge" ] = ...,
254- data : Any | None = ...,
265+ data = ...,
255266 ** kwargs
256267 ) -> BarContainer : ...
257268 def bar_label (
@@ -268,6 +279,8 @@ class Axes(_AxesBase):
268279 self ,
269280 xranges : Sequence [tuple [float , float ]],
270281 yrange : tuple [float , float ],
282+ * ,
283+ data = ...,
271284 ** kwargs
272285 ) -> BrokenBarHCollection : ...
273286 def stem (
@@ -278,7 +291,8 @@ class Axes(_AxesBase):
278291 basefmt : str | None = ...,
279292 bottom : float = ...,
280293 label : str | None = ...,
281- orientation : Literal ["vertical" , "horizontal" ] = ...
294+ orientation : Literal ["vertical" , "horizontal" ] = ...,
295+ data = ...,
282296 ) -> StemContainer : ...
283297
284298 # TODO: data kwarg preprocessor?
@@ -302,7 +316,8 @@ class Axes(_AxesBase):
302316 rotatelabels : bool = ...,
303317 * ,
304318 normalize : bool = ...,
305- hatch : str | Sequence [str ] | None = ...
319+ hatch : str | Sequence [str ] | None = ...,
320+ data = ...,
306321 ): ...
307322 def errorbar (
308323 self ,
@@ -321,6 +336,8 @@ class Axes(_AxesBase):
321336 xuplims : bool = ...,
322337 errorevery : int | tuple [int , int ] = ...,
323338 capthick : float | None = ...,
339+ * ,
340+ data = ...,
324341 ** kwargs
325342 ) -> ErrorbarContainer : ...
326343 def boxplot (
@@ -352,6 +369,8 @@ class Axes(_AxesBase):
352369 autorange : bool = ...,
353370 zorder : float | None = ...,
354371 capwidths : float | ArrayLike | None = ...,
372+ * ,
373+ data = ...,
355374 ) -> dict [str , Any ]: ...
356375 def bxp (
357376 self ,
@@ -392,6 +411,7 @@ class Axes(_AxesBase):
392411 * ,
393412 edgecolors : Literal ["face" , "none" ] | ColorType | Sequence [ColorType ] | None = ...,
394413 plotnonfinite : bool = ...,
414+ data = ...,
395415 ** kwargs
396416 ) -> PathCollection : ...
397417 def hexbin (
@@ -414,6 +434,8 @@ class Axes(_AxesBase):
414434 reduce_C_function : Callable [[np .ndarray ], float ] = ...,
415435 mincnt : int | None = ...,
416436 marginals : bool = ...,
437+ * ,
438+ data = ...,
417439 ** kwargs
418440 ) -> PolyCollection : ...
419441 def arrow (
@@ -422,9 +444,9 @@ class Axes(_AxesBase):
422444 def quiverkey (
423445 self , Q : Quiver , X : float , Y : float , U : float , label : str , ** kwargs
424446 ) -> QuiverKey : ...
425- def quiver (self , * args , ** kwargs ) -> Quiver : ...
426- def barbs (self , * args , ** kwargs ) -> Barbs : ...
427- def fill (self , * args , data : Any | None = ..., ** kwargs ) -> list [Polygon ]: ...
447+ def quiver (self , * args , data = ..., ** kwargs ) -> Quiver : ...
448+ def barbs (self , * args , data = ..., ** kwargs ) -> Barbs : ...
449+ def fill (self , * args , data = ..., ** kwargs ) -> list [Polygon ]: ...
428450 def fill_between (
429451 self ,
430452 x : ArrayLike ,
@@ -433,6 +455,8 @@ class Axes(_AxesBase):
433455 where : Sequence [bool ] | None = ...,
434456 interpolate : bool = ...,
435457 step : Literal ["pre" , "post" , "mid" ] | None = ...,
458+ * ,
459+ data = ...,
436460 ** kwargs
437461 ) -> PolyCollection : ...
438462 def fill_betweenx (
@@ -443,6 +467,8 @@ class Axes(_AxesBase):
443467 where : Sequence [bool ] | None = ...,
444468 step : Literal ["pre" , "post" , "mid" ] | None = ...,
445469 interpolate : bool = ...,
470+ * ,
471+ data = ...,
446472 ** kwargs
447473 ) -> PolyCollection : ...
448474 def imshow (
@@ -463,6 +489,7 @@ class Axes(_AxesBase):
463489 filterrad : float = ...,
464490 resample : bool | None = ...,
465491 url : str | None = ...,
492+ data = ...,
466493 ** kwargs
467494 ) -> AxesImage : ...
468495 def pcolor (
@@ -474,6 +501,7 @@ class Axes(_AxesBase):
474501 cmap : str | Colormap | None = ...,
475502 vmin : float | None = ...,
476503 vmax : float | None = ...,
504+ data = ...,
477505 ** kwargs
478506 ) -> Collection : ...
479507 def pcolormesh (
@@ -486,6 +514,7 @@ class Axes(_AxesBase):
486514 vmax : float | None = ...,
487515 shading : Literal ["flat" , "nearest" , "gouraud" , "auto" ] | None = ...,
488516 antialiased : bool = ...,
517+ data = ...,
489518 ** kwargs
490519 ) -> QuadMesh : ...
491520 def pcolorfast (
@@ -496,10 +525,11 @@ class Axes(_AxesBase):
496525 cmap : str | Colormap | None = ...,
497526 vmin : float | None = ...,
498527 vmax : float | None = ...,
528+ data = ...,
499529 ** kwargs
500530 ) -> AxesImage | PcolorImage | QuadMesh : ...
501- def contour (self , * args , ** kwargs ) -> QuadContourSet : ...
502- def contourf (self , * args , ** kwargs ) -> QuadContourSet : ...
531+ def contour (self , * args , data = ..., ** kwargs ) -> QuadContourSet : ...
532+ def contourf (self , * args , data = ..., ** kwargs ) -> QuadContourSet : ...
503533 def clabel (
504534 self , CS : ContourSet , levels : ArrayLike | None = ..., ** kwargs
505535 ) -> list [Text ]: ...
@@ -520,6 +550,8 @@ class Axes(_AxesBase):
520550 color : ColorType | Sequence [ColorType ] | None = ...,
521551 label : str | Sequence [str ] | None = ...,
522552 stacked : bool = ...,
553+ * ,
554+ data = ...,
523555 ** kwargs
524556 ) -> tuple [
525557 np .ndarray | list [np .ndarray ],
@@ -534,6 +566,7 @@ class Axes(_AxesBase):
534566 orientation : Literal ["vertical" , "horizontal" ] = ...,
535567 baseline : float | ArrayLike = ...,
536568 fill : bool = ...,
569+ data = ...,
537570 ** kwargs
538571 ) -> StepPatch : ...
539572 def hist2d (
@@ -550,6 +583,8 @@ class Axes(_AxesBase):
550583 weights : ArrayLike | None = ...,
551584 cmin : float | None = ...,
552585 cmax : float | None = ...,
586+ * ,
587+ data = ...,
553588 ** kwargs
554589 ) -> tuple [np .ndarray , np .ndarray , np .ndarray , QuadMesh ]: ...
555590 def ecdf (
@@ -560,6 +595,7 @@ class Axes(_AxesBase):
560595 complementary : bool = ...,
561596 orientation : Literal ["vertical" , "horizonatal" ]= ...,
562597 compress : bool = ...,
598+ data = ...,
563599 ** kwargs
564600 ) -> Line2D : ...
565601 def psd (
@@ -577,6 +613,8 @@ class Axes(_AxesBase):
577613 sides : Literal ["default" , "onesided" , "twosided" ] | None = ...,
578614 scale_by_freq : bool | None = ...,
579615 return_line : bool | None = ...,
616+ * ,
617+ data = ...,
580618 ** kwargs
581619 ) -> tuple [np .ndarray , np .ndarray ] | tuple [np .ndarray , np .ndarray , Line2D ]: ...
582620 def csd (
@@ -595,6 +633,8 @@ class Axes(_AxesBase):
595633 sides : Literal ["default" , "onesided" , "twosided" ] | None = ...,
596634 scale_by_freq : bool | None = ...,
597635 return_line : bool | None = ...,
636+ * ,
637+ data = ...,
598638 ** kwargs
599639 ) -> tuple [np .ndarray , np .ndarray ] | tuple [np .ndarray , np .ndarray , Line2D ]: ...
600640 def magnitude_spectrum (
@@ -606,6 +646,8 @@ class Axes(_AxesBase):
606646 pad_to : int | None = ...,
607647 sides : Literal ["default" , "onesided" , "twosided" ] | None = ...,
608648 scale : Literal ["default" , "linear" , "dB" ] | None = ...,
649+ * ,
650+ data = ...,
609651 ** kwargs
610652 ) -> tuple [np .ndarray , np .ndarray , Line2D ]: ...
611653 def angle_spectrum (
@@ -616,6 +658,8 @@ class Axes(_AxesBase):
616658 window : Callable [[ArrayLike ], ArrayLike ] | ArrayLike | None = ...,
617659 pad_to : int | None = ...,
618660 sides : Literal ["default" , "onesided" , "twosided" ] | None = ...,
661+ * ,
662+ data = ...,
619663 ** kwargs
620664 ) -> tuple [np .ndarray , np .ndarray , Line2D ]: ...
621665 def phase_spectrum (
@@ -626,6 +670,8 @@ class Axes(_AxesBase):
626670 window : Callable [[ArrayLike ], ArrayLike ] | ArrayLike | None = ...,
627671 pad_to : int | None = ...,
628672 sides : Literal ["default" , "onesided" , "twosided" ] | None = ...,
673+ * ,
674+ data = ...,
629675 ** kwargs
630676 ) -> tuple [np .ndarray , np .ndarray , Line2D ]: ...
631677 def cohere (
@@ -642,6 +688,8 @@ class Axes(_AxesBase):
642688 pad_to : int | None = ...,
643689 sides : Literal ["default" , "onesided" , "twosided" ] = ...,
644690 scale_by_freq : bool | None = ...,
691+ * ,
692+ data = ...,
645693 ** kwargs
646694 ) -> tuple [np .ndarray , np .ndarray ]: ...
647695 def specgram (
@@ -664,6 +712,8 @@ class Axes(_AxesBase):
664712 scale : Literal ["default" , "linear" , "dB" ] | None = ...,
665713 vmin : float | None = ...,
666714 vmax : float | None = ...,
715+ * ,
716+ data = ...,
667717 ** kwargs
668718 ) -> tuple [np .ndarray , np .ndarray , np .ndarray , AxesImage ]: ...
669719 def spy (
@@ -692,6 +742,8 @@ class Axes(_AxesBase):
692742 | float
693743 | Callable [[GaussianKDE ], float ]
694744 | None = ...,
745+ * ,
746+ data = ...,
695747 ) -> dict [str , Collection ]: ...
696748 def violin (
697749 self ,
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