A TScatter is able to draw four variables scatter plot on a single plot.
Below is a Python example demonstrating the use of
Python interface
TScatter
class in PyROOT can be used to create and visualize scatter plots dynamically. By integrating with NumPy, it allows efficient data management and customization.
Key Features:
TScatter
object..png
, .pdf
) for further use.
Example Usage:
TScatter
:
The two first variables are the x and y position of the markers, the third is mapped on the current color map and the fourth on the marker size.
The following example demonstrates how it works:
TScatter can be drawn with the following options:
Option | Description |
---|---|
"A" | Produce a new plot with Axis around the graph |
Definition at line 32 of file TScatter.h.
Public Member Functions | |
TScatter () | |
TScatter default constructor. | |
TScatter (Int_t n) | |
TScatter normal constructor. | |
TScatter (Int_t n, const Double_t *x, const Double_t *y, const Double_t *col=nullptr, const Double_t *size=nullptr) | |
TScatter normal constructor. | |
~TScatter () override | |
TScatter default destructor. | |
Int_t | DistancetoPrimitive (Int_t px, Int_t py) override |
Compute distance from point px,py to a scatter plot. | |
void | ExecuteEvent (Int_t event, Int_t px, Int_t py) override |
Execute action corresponding to one event. | |
Double_t * | GetColor () const |
Get the array of colors. | |
TGraph * | GetGraph () const |
Get the graph holding X and Y positions. | |
TH2F * | GetHistogram () const |
Get the graph histogram used for drawing axis. | |
Double_t | GetMargin () const |
Set the margin around the plot in %. | |
Double_t | GetMaxMarkerSize () const |
Get the largest marker size used to paint the markers. | |
Double_t | GetMinMarkerSize () const |
Get the smallest marker size used to paint the markers. | |
Double_t * | GetSize () const |
Get the array of marker sizes. | |
TAxis * | GetXaxis () const |
Get the scatter's x axis. | |
TAxis * | GetYaxis () const |
Get the scatter's y axis. | |
TAxis * | GetZaxis () const |
Get the scatter's z axis. | |
TClass * | IsA () const override |
void | Paint (Option_t *chopt="") override |
Paint this scatter plot with its current attributes. | |
void | Print (Option_t *chopt="") const override |
Print graph and errors values. | |
void | SavePrimitive (std::ostream &out, Option_t *option="") override |
Save primitive as a C++ statement(s) on output stream out. | |
void | SetHistogram (TH2F *h) |
void | SetMargin (Double_t) |
Set the margin around the plot in %. | |
void | SetMaxMarkerSize (Double_t max) |
Set the largest marker size used to paint the markers. | |
void | SetMinMarkerSize (Double_t min) |
Set the smallest marker size used to paint the markers. | |
void | Streamer (TBuffer &) override |
Stream an object of class TObject. | |
void | StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b) |
Public Member Functions inherited from TNamed | |
TNamed () | |
TNamed (const char *name, const char *title) | |
TNamed (const TNamed &named) | |
TNamed copy ctor. | |
TNamed (const TString &name, const TString &title) | |
virtual | ~TNamed () |
TNamed destructor. | |
void | Clear (Option_t *option="") override |
Set name and title to empty strings (""). | |
TObject * | Clone (const char *newname="") const override |
Make a clone of an object using the Streamer facility. | |
Int_t | Compare (const TObject *obj) const override |
Compare two TNamed objects. | |
void | Copy (TObject &named) const override |
Copy this to obj. | |
virtual void | FillBuffer (char *&buffer) |
Encode TNamed into output buffer. | |
const char * | GetName () const override |
Returns name of object. | |
const char * | GetTitle () const override |
Returns title of object. | |
ULong_t | Hash () const override |
Return hash value for this object. | |
Bool_t | IsSortable () const override |
void | ls (Option_t *option="") const override |
List TNamed name and title. | |
TNamed & | operator= (const TNamed &rhs) |
TNamed assignment operator. | |
virtual void | SetName (const char *name) |
Set the name of the TNamed. | |
virtual void | SetNameTitle (const char *name, const char *title) |
Set all the TNamed parameters (name and title). | |
virtual void | SetTitle (const char *title="") |
Set the title of the TNamed. | |
virtual Int_t | Sizeof () const |
Return size of the TNamed part of the TObject. | |
void | StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b) |
Public Member Functions inherited from TObject | |
TObject () | |
TObject constructor. | |
TObject (const TObject &object) | |
TObject copy ctor. | |
virtual | ~TObject () |
TObject destructor. | |
void | AbstractMethod (const char *method) const |
Use this method to implement an "abstract" method that you don't want to leave purely abstract. | |
virtual void | AppendPad (Option_t *option="") |
Append graphics object to current pad. | |
virtual void | Browse (TBrowser *b) |
Browse object. May be overridden for another default action. | |
ULong_t | CheckedHash () |
Check and record whether this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object. | |
virtual const char * | ClassName () const |
Returns name of class to which the object belongs. | |
virtual void | Delete (Option_t *option="") |
Delete this object. | |
virtual void | Draw (Option_t *option="") |
Default Draw method for all objects. | |
virtual void | DrawClass () const |
Draw class inheritance tree of the class to which this object belongs. | |
virtual TObject * | DrawClone (Option_t *option="") const |
Draw a clone of this object in the current selected pad with: gROOT->SetSelectedPad(c1) . | |
virtual void | Dump () const |
Dump contents of object on stdout. | |
virtual void | Error (const char *method, const char *msgfmt,...) const |
Issue error message. | |
virtual void | Execute (const char *method, const char *params, Int_t *error=nullptr) |
Execute method on this object with the given parameter string, e.g. | |
virtual void | Execute (TMethod *method, TObjArray *params, Int_t *error=nullptr) |
Execute method on this object with parameters stored in the TObjArray. | |
virtual void | Fatal (const char *method, const char *msgfmt,...) const |
Issue fatal error message. | |
virtual TObject * | FindObject (const char *name) const |
Must be redefined in derived classes. | |
virtual TObject * | FindObject (const TObject *obj) const |
Must be redefined in derived classes. | |
virtual Option_t * | GetDrawOption () const |
Get option used by the graphics system to draw this object. | |
virtual const char * | GetIconName () const |
Returns mime type name of object. | |
virtual char * | GetObjectInfo (Int_t px, Int_t py) const |
Returns string containing info about the object at position (px,py). | |
virtual Option_t * | GetOption () const |
virtual UInt_t | GetUniqueID () const |
Return the unique object id. | |
virtual Bool_t | HandleTimer (TTimer *timer) |
Execute action in response of a timer timing out. | |
Bool_t | HasInconsistentHash () const |
Return true is the type of this object is known to have an inconsistent setup for Hash and RecursiveRemove (i.e. | |
virtual void | Info (const char *method, const char *msgfmt,...) const |
Issue info message. | |
virtual Bool_t | InheritsFrom (const char *classname) const |
Returns kTRUE if object inherits from class "classname". | |
virtual Bool_t | InheritsFrom (const TClass *cl) const |
Returns kTRUE if object inherits from TClass cl. | |
virtual void | Inspect () const |
Dump contents of this object in a graphics canvas. | |
void | InvertBit (UInt_t f) |
Bool_t | IsDestructed () const |
IsDestructed. | |
virtual Bool_t | IsEqual (const TObject *obj) const |
Default equal comparison (objects are equal if they have the same address in memory). | |
virtual Bool_t | IsFolder () const |
Returns kTRUE in case object contains browsable objects (like containers or lists of other objects). | |
R__ALWAYS_INLINE Bool_t | IsOnHeap () const |
R__ALWAYS_INLINE Bool_t | IsZombie () const |
void | MayNotUse (const char *method) const |
Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary). | |
virtual Bool_t | Notify () |
This method must be overridden to handle object notification (the base implementation is no-op). | |
void | Obsolete (const char *method, const char *asOfVers, const char *removedFromVers) const |
Use this method to declare a method obsolete. | |
void | operator delete (void *ptr) |
Operator delete. | |
void | operator delete (void *ptr, void *vp) |
Only called by placement new when throwing an exception. | |
void | operator delete[] (void *ptr) |
Operator delete []. | |
void | operator delete[] (void *ptr, void *vp) |
Only called by placement new[] when throwing an exception. | |
void * | operator new (size_t sz) |
void * | operator new (size_t sz, void *vp) |
void * | operator new[] (size_t sz) |
void * | operator new[] (size_t sz, void *vp) |
TObject & | operator= (const TObject &rhs) |
TObject assignment operator. | |
virtual void | Pop () |
Pop on object drawn in a pad to the top of the display list. | |
virtual Int_t | Read (const char *name) |
Read contents of object with specified name from the current directory. | |
virtual void | RecursiveRemove (TObject *obj) |
Recursively remove this object from a list. | |
void | ResetBit (UInt_t f) |
virtual void | SaveAs (const char *filename="", Option_t *option="") const |
Save this object in the file specified by filename. | |
void | SetBit (UInt_t f) |
void | SetBit (UInt_t f, Bool_t set) |
Set or unset the user status bits as specified in f. | |
virtual void | SetDrawOption (Option_t *option="") |
Set drawing option for object. | |
virtual void | SetUniqueID (UInt_t uid) |
Set the unique object id. | |
void | StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b) |
virtual void | SysError (const char *method, const char *msgfmt,...) const |
Issue system error message. | |
R__ALWAYS_INLINE Bool_t | TestBit (UInt_t f) const |
Int_t | TestBits (UInt_t f) const |
virtual void | UseCurrentStyle () |
Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked. | |
virtual void | Warning (const char *method, const char *msgfmt,...) const |
Issue warning message. | |
virtual Int_t | Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0) |
Write this object to the current directory. | |
virtual Int_t | Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0) const |
Write this object to the current directory. | |
Public Member Functions inherited from TAttLine | |
TAttLine () | |
AttLine default constructor. | |
TAttLine (Color_t lcolor, Style_t lstyle, Width_t lwidth) | |
AttLine normal constructor. | |
virtual | ~TAttLine () |
AttLine destructor. | |
void | Copy (TAttLine &attline) const |
Copy this line attributes to a new TAttLine. | |
Int_t | DistancetoLine (Int_t px, Int_t py, Double_t xp1, Double_t yp1, Double_t xp2, Double_t yp2) |
Compute distance from point px,py to a line. | |
virtual Color_t | GetLineColor () const |
Return the line color. | |
virtual Style_t | GetLineStyle () const |
Return the line style. | |
virtual Width_t | GetLineWidth () const |
Return the line width. | |
virtual void | Modify () |
Change current line attributes if necessary. | |
virtual void | ResetAttLine (Option_t *option="") |
Reset this line attributes to default values. | |
virtual void | SaveLineAttributes (std::ostream &out, const char *name, Int_t coldef=1, Int_t stydef=1, Int_t widdef=1) |
Save line attributes as C++ statement(s) on output stream out. | |
virtual void | SetLineAttributes () |
Invoke the DialogCanvas Line attributes. | |
virtual void | SetLineColor (Color_t lcolor) |
Set the line color. | |
virtual void | SetLineColorAlpha (Color_t lcolor, Float_t lalpha) |
Set a transparent line color. | |
virtual void | SetLineStyle (Style_t lstyle) |
Set the line style. | |
virtual void | SetLineWidth (Width_t lwidth) |
Set the line width. | |
void | StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b) |
Public Member Functions inherited from TAttFill | |
TAttFill () | |
AttFill default constructor. | |
TAttFill (Color_t fcolor, Style_t fstyle) | |
AttFill normal constructor. | |
virtual | ~TAttFill () |
AttFill destructor. | |
void | Copy (TAttFill &attfill) const |
Copy this fill attributes to a new TAttFill. | |
virtual Color_t | GetFillColor () const |
Return the fill area color. | |
virtual Style_t | GetFillStyle () const |
Return the fill area style. | |
virtual Bool_t | IsTransparent () const |
virtual void | Modify () |
Change current fill area attributes if necessary. | |
virtual void | ResetAttFill (Option_t *option="") |
Reset this fill attributes to default values. | |
virtual void | SaveFillAttributes (std::ostream &out, const char *name, Int_t coldef=1, Int_t stydef=1001) |
Save fill attributes as C++ statement(s) on output stream out. | |
virtual void | SetFillAttributes () |
Invoke the DialogCanvas Fill attributes. | |
virtual void | SetFillColor (Color_t fcolor) |
Set the fill area color. | |
virtual void | SetFillColorAlpha (Color_t fcolor, Float_t falpha) |
Set a transparent fill color. | |
virtual void | SetFillStyle (Style_t fstyle) |
Set the fill area style. | |
void | StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b) |
Public Member Functions inherited from TAttMarker | |
TAttMarker () | |
TAttMarker default constructor. | |
TAttMarker (Color_t color, Style_t style, Size_t msize) | |
TAttMarker normal constructor. | |
virtual | ~TAttMarker () |
TAttMarker destructor. | |
void | Copy (TAttMarker &attmarker) const |
Copy this marker attributes to a new TAttMarker. | |
virtual Color_t | GetMarkerColor () const |
Return the marker color. | |
virtual Size_t | GetMarkerSize () const |
Return the marker size. | |
virtual Style_t | GetMarkerStyle () const |
Return the marker style. | |
virtual void | Modify () |
Change current marker attributes if necessary. | |
virtual void | ResetAttMarker (Option_t *toption="") |
Reset this marker attributes to the default values. | |
virtual void | SaveMarkerAttributes (std::ostream &out, const char *name, Int_t coldef=1, Int_t stydef=1, Int_t sizdef=1) |
Save line attributes as C++ statement(s) on output stream out. | |
virtual void | SetMarkerAttributes () |
Invoke the DialogCanvas Marker attributes. | |
virtual void | SetMarkerColor (Color_t mcolor=1) |
Set the marker color. | |
virtual void | SetMarkerColorAlpha (Color_t mcolor, Float_t malpha) |
Set a transparent marker color. | |
virtual void | SetMarkerSize (Size_t msize=1) |
Set the marker size. | |
virtual void | SetMarkerStyle (Style_t mstyle=1) |
Set the marker style. | |
void | StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b) |
Static Public Member Functions | |
static TClass * | Class () |
static const char * | Class_Name () |
static constexpr Version_t | Class_Version () |
static const char * | DeclFileName () |
Static Public Member Functions inherited from TNamed | |
static TClass * | Class () |
static const char * | Class_Name () |
static constexpr Version_t | Class_Version () |
static const char * | DeclFileName () |
Static Public Member Functions inherited from TObject | |
static TClass * | Class () |
static const char * | Class_Name () |
static constexpr Version_t | Class_Version () |
static const char * | DeclFileName () |
static Longptr_t | GetDtorOnly () |
Return destructor only flag. | |
static Bool_t | GetObjectStat () |
Get status of object stat flag. | |
static void | SetDtorOnly (void *obj) |
Set destructor only flag. | |
static void | SetObjectStat (Bool_t stat) |
Turn on/off tracking of objects in the TObjectTable. | |
Static Public Member Functions inherited from TAttLine | |
static TClass * | Class () |
static const char * | Class_Name () |
static constexpr Version_t | Class_Version () |
static const char * | DeclFileName () |
Static Public Member Functions inherited from TAttFill | |
static TClass * | Class () |
static const char * | Class_Name () |
static constexpr Version_t | Class_Version () |
static const char * | DeclFileName () |
Static Public Member Functions inherited from TAttMarker | |
static TClass * | Class () |
static const char * | Class_Name () |
static constexpr Version_t | Class_Version () |
static const char * | DeclFileName () |
static Width_t | GetMarkerLineWidth (Style_t style) |
Internal helper function that returns the line width of the given marker style (0 = filled marker) | |
static Style_t | GetMarkerStyleBase (Style_t style) |
Internal helper function that returns the corresponding marker style with line width 1 for the given style. | |
Protected Attributes | |
Double_t * | fColor {nullptr} |
[fNpoints] array of colors | |
TGraph * | fGraph {nullptr} |
Pointer to graph holding X and Y positions. | |
TH2F * | fHistogram {nullptr} |
Pointer to histogram used for drawing axis. | |
Double_t | fMargin {.1} |
Margin around the plot in %. | |
Double_t | fMaxMarkerSize {5.} |
Largest marker size used to paint the markers. | |
Int_t | fMaxSize {-1} |
!Current dimension of arrays fX and fY | |
Double_t | fMinMarkerSize {1.} |
Smallest marker size used to paint the markers. | |
Int_t | fNpoints {-1} |
Number of points <= fMaxSize. | |
Double_t * | fSize {nullptr} |
[fNpoints] array of marker sizes | |
Protected Attributes inherited from TNamed | |
TString | fName |
TString | fTitle |
Protected Attributes inherited from TAttLine | |
Color_t | fLineColor |
Line color. | |
Style_t | fLineStyle |
Line style. | |
Width_t | fLineWidth |
Line width. | |
Protected Attributes inherited from TAttFill | |
Color_t | fFillColor |
Fill area color. | |
Style_t | fFillStyle |
Fill area style. | |
Protected Attributes inherited from TAttMarker | |
Color_t | fMarkerColor |
Marker color. | |
Size_t | fMarkerSize |
Marker size. | |
Style_t | fMarkerStyle |
Marker style. | |
Additional Inherited Members | |
Public Types inherited from TObject | |
enum | { kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 , kBitMask = 0x00ffffff } |
enum | { kSingleKey = (1ULL << ( 0 )) , kOverwrite = (1ULL << ( 1 )) , kWriteDelete = (1ULL << ( 2 )) } |
enum | EDeprecatedStatusBits { kObjInCanvas = (1ULL << ( 3 )) } |
enum | EStatusBits { kCanDelete = (1ULL << ( 0 )) , kMustCleanup = (1ULL << ( 3 )) , kIsReferenced = (1ULL << ( 4 )) , kHasUUID = (1ULL << ( 5 )) , kCannotPick = (1ULL << ( 6 )) , kNoContextMenu = (1ULL << ( 8 )) , kInvalidObject = (1ULL << ( 13 )) } |
Protected Types inherited from TObject | |
enum | { kOnlyPrepStep = (1ULL << ( 3 )) } |
Protected Member Functions inherited from TObject | |
virtual void | DoError (int level, const char *location, const char *fmt, va_list va) const |
Interface to ErrorHandler (protected). | |
void | MakeZombie () |
#include <TScatter.h>
TScatter::TScatter | ( | ) |
TScatter default constructor.
Definition at line 58 of file TScatter.cxx.
TScatter::TScatter | ( | Int_t | n | ) |
TScatter normal constructor.
the arrays are preset to zero
Definition at line 67 of file TScatter.cxx.
TScatter::TScatter | ( | Int_t | n, |
const Double_t * | x, | ||
const Double_t * | y, | ||
const Double_t * | col = nullptr , |
||
const Double_t * | size = nullptr |
||
) |
TScatter normal constructor.
if ex or ey are null, the corresponding arrays are preset to zero
Definition at line 89 of file TScatter.cxx.
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override |
TScatter default destructor.
Definition at line 114 of file TScatter.cxx.
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static |
|
inlinestaticconstexpr |
Definition at line 73 of file TScatter.h.
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inlinestatic |
Definition at line 73 of file TScatter.h.
Compute distance from point px,py to a scatter plot.
Compute the closest distance of approach from point px,py to this scatter plot. The distance is computed in pixels units.
Reimplemented from TObject.
Definition at line 129 of file TScatter.cxx.
Execute action corresponding to one event.
This member function is called when a graph is clicked with the locator
If Left button clicked on one of the line end points, this point follows the cursor until button is released.
if Middle button clicked, the line is moved parallel to itself until the button is released.
Reimplemented from TObject.
Definition at line 156 of file TScatter.cxx.
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inline |
Get the array of colors.
Definition at line 53 of file TScatter.h.
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inline |
Get the graph holding X and Y positions.
Definition at line 58 of file TScatter.h.
TH2F * TScatter::GetHistogram | ( | ) | const |
Get the graph histogram used for drawing axis.
Returns a pointer to the histogram used to draw the axis.
Definition at line 166 of file TScatter.cxx.
|
inline |
Set the margin around the plot in %.
Definition at line 55 of file TScatter.h.
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inline |
Get the largest marker size used to paint the markers.
Definition at line 56 of file TScatter.h.
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inline |
Get the smallest marker size used to paint the markers.
Definition at line 57 of file TScatter.h.
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inline |
Get the array of marker sizes.
Definition at line 54 of file TScatter.h.
TAxis * TScatter::GetXaxis | ( | ) | const |
Get the scatter's x axis.
Definition at line 191 of file TScatter.cxx.
TAxis * TScatter::GetYaxis | ( | ) | const |
Get the scatter's y axis.
Definition at line 201 of file TScatter.cxx.
TAxis * TScatter::GetZaxis | ( | ) | const |
Get the scatter's z axis.
Definition at line 211 of file TScatter.cxx.
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inlineoverridevirtual |
Reimplemented from TNamed.
Definition at line 73 of file TScatter.h.
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overridevirtual |
Paint this scatter plot with its current attributes.
Reimplemented from TObject.
Definition at line 221 of file TScatter.cxx.
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overridevirtual |
Print graph and errors values.
Reimplemented from TNamed.
Definition at line 231 of file TScatter.cxx.
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overridevirtual |
Save primitive as a C++ statement(s) on output stream out.
Reimplemented from TObject.
Definition at line 260 of file TScatter.cxx.
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inline |
Definition at line 67 of file TScatter.h.
void TScatter::SetMargin | ( | Double_t | margin | ) |
Set the margin around the plot in %.
Definition at line 247 of file TScatter.cxx.
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inline |
Set the largest marker size used to paint the markers.
Definition at line 64 of file TScatter.h.
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inline |
Set the smallest marker size used to paint the markers.
Definition at line 65 of file TScatter.h.
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overridevirtual |
|
inline |
Definition at line 73 of file TScatter.h.
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protected |
[fNpoints] array of colors
Definition at line 39 of file TScatter.h.
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protected |
Pointer to graph holding X and Y positions.
Definition at line 38 of file TScatter.h.
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protected |
Pointer to histogram used for drawing axis.
Definition at line 37 of file TScatter.h.
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protected |
Margin around the plot in %.
Definition at line 43 of file TScatter.h.
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protected |
Largest marker size used to paint the markers.
Definition at line 41 of file TScatter.h.
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protected |
!Current dimension of arrays fX and fY
Definition at line 35 of file TScatter.h.
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protected |
Smallest marker size used to paint the markers.
Definition at line 42 of file TScatter.h.
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protected |
Number of points <= fMaxSize.
Definition at line 36 of file TScatter.h.
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protected |
[fNpoints] array of marker sizes
Definition at line 40 of file TScatter.h.