Plotly, same scale for x and y axis

Question

I am using plotly for python and I can’t set x and y axis so they could have the same scale:

Here is my layout:

layout = Layout(
    xaxis=XAxis(
        range=[-150, 150],
        showgrid=True,
        zeroline=True,
        showline=True,
        gridcolor='#bdbdbd',
        gridwidth=2,
        zerolinecolor='#969696',
        zerolinewidth=4,
        linecolor='#636363',
        linewidth=6
    ),
    yaxis=YAxis(
        range=[-150,150],
        showgrid=True,
        zeroline=True,
        showline=True,
        gridcolor='#bdbdbd',
        gridwidth=2,
        zerolinecolor='#969696',
        zerolinewidth=4,
        linecolor='#636363',
        linewidth=6
    )
)

And then I get something like this!

enter image description here

Why is the scale is different for x and y? that will affect my visualization.

How can I get a grid with a square cells?

Asked By: farhawa

||

Source

Answer 1

You can assign same length for height and width in your layout. Here is an example:

layout = Layout(
    xaxis=XAxis(
       range=[-150, 150],
       showgrid=True,
       zeroline=True,
       showline=True,
       gridcolor='#bdbdbd',
       gridwidth=2,
       zerolinecolor='#969696',
       zerolinewidth=4,
       linecolor='#636363',
       linewidth=6
    ),
    yaxis=YAxis(
        range=[-150,150],
        showgrid=True,
        zeroline=True,
        showline=True,
        gridcolor='#bdbdbd',
        gridwidth=2,
        zerolinecolor='#969696',
        zerolinewidth=4,
        linecolor='#636363',
        linewidth=6
   ),
   height=600,
   width=600,
)

Answered By: neda

Answer 2

@neda’s answer only works for equal ranges on both x and y – which is seldom the case. This seems to be something a lot of people are asking for, something like matplotlib’s axis(‘equal’). See https://github.com/plotly/plotly.py/issues/70

For now, I use a multiplier to both ranges separately – essentially defining how long each unit length is on each axis.

height=(yMax - yMin) * mul
width= (xMax - xMin) * mul

Even by doing this, the grid is not a %100 perfect square..

Answered By: ahmedhosny

Answer 3

Finally, this feature is implemented.

layout = go.Layout(yaxis=dict(scaleanchor="x", scaleratio=1))

Update: in new versions of plotly, use the following:

fig.update_yaxes(
    scaleanchor="x",
    scaleratio=1,
  )

See example here https://plot.ly/python/axes/#fixed-ratio-axes.

Answered By: Max

Answer 4

ml_mx = max(Curve)
ml_mn = min(Curve)
ap_mx = max(Curve2)
ap_mn = min(Curve2)

if ml_mx > ap_mx:
    mx = ml_mx
else:
    mx = ap_mx

if ml_mn < ap_mn:
    mn = ml_mn
else:
    mn = ap_mn

mx = mx + mx * 0.2
mn = mn - mn * 0.2

fig_graficas.update_yaxes(
    range = [mn,mx]
)
fig_graficas.update_xaxes(
    range = [mn,mx]
)

Answered By: Jose Fco Pedrero Sanchez

Plotly, same scale for x and y axis

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