In [1]:
import plotly
from plotly import __version__
print(__version__)
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot

4.2.0
In [2]:
init_notebook_mode(connected=True)
In [3]:
iplot([{"x":[1,2,3,4,5], "y": [1,2,4,6,1]}])
In [9]:
import plotly.graph_objs as go
import numpy as np
x = np.random.randn(2000)
y = np.random.randn(2000)
In [10]:
iplot([go.Histogram2dContour(x=x, y=y, contours=dict(coloring="heatmap")),
      go.Scatter(x=x, y=y, mode="markers", marker=dict(color="white", size=3, opacity=0.3))])
In [11]:
import plotly.graph_objects as go

import pandas as pd

df = pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/2014_us_cities.csv')
df.head()

df['text'] = df['name'] + '<br>Population ' + (df['pop']/1e6).astype(str)+' million'
limits = [(0,2),(3,10),(11,20),(21,50),(50,3000)]
colors = ["royalblue","crimson","lightseagreen","orange","lightgrey"]
cities = []
scale = 5000

fig = go.Figure()

for i in range(len(limits)):
    lim = limits[i]
    df_sub = df[lim[0]:lim[1]]
    fig.add_trace(go.Scattergeo(
        locationmode = 'USA-states',
        lon = df_sub['lon'],
        lat = df_sub['lat'],
        text = df_sub['text'],
        marker = dict(
            size = df_sub['pop']/scale,
            color = colors[i],
            line_color='rgb(40,40,40)',
            line_width=0.5,
            sizemode = 'area'
        ),
        name = '{0} - {1}'.format(lim[0],lim[1])))

fig.update_layout(
        title_text = '2014 US city populations<br>(Click legend to toggle traces)',
        showlegend = True,
        geo = dict(
            scope = 'usa',
            landcolor = 'rgb(217, 217, 217)',
        )
    )

fig.show()
In [73]:
import plotly.graph_objects as go

import pandas as pd

df = pd.read_csv('2011_executions.csv')
df.head()

df['text'] = df['name'] + '<br>Executed ' + (df['pop']).astype(str) + " inmates"
limits = [(0,1),(2,8),(9,13)]
limit_names = ['> 10', '2-10', '1 ']
colors = ["royalblue","crimson","lightseagreen","orange","lightgrey"]
cities = []
scale = 0.01

fig = go.Figure()

years = [2011,2012,2013,2014,2015,2016]

for i in range(len(limits)):
    lim = limits[i]
    df_sub = df[lim[0]:lim[1]]
    print('***********')
    print(df_sub)
    fig.add_trace(go.Scattergeo(
        locationmode = 'USA-states',
        lon = df_sub['lon'],
        lat = df_sub['lat'],
        text = df_sub['text'],
        marker = dict(
            size = df_sub['pop']/scale,
            color = colors[i],
            line_color='rgb(40,40,40)',
            line_width=0.5,
            sizemode = 'area'
        ),
        name = limit_names[i] ))

fig.update_layout(
        title_text = '2011 Executions by State<br>(Click legend to toggle traces)',
        showlegend = True,
        geo = dict(
            scope = 'usa',
            landcolor = 'rgb(217, 217, 217)',
        )
    )

steps = []
# print(fig.data)
for i in range(len(fig.data)):
    step = dict(
        method="restyle",
        args=["visible", [False] * len(fig.data)],
    )
    step["args"][1][i] = True  # Toggle i'th trace to "visible"
    steps.append(step)
    
sliders = [dict(
    active=0,
    currentvalue={"prefix": "Frequency: "},
    pad={"t": 50},
    steps=steps
)]

fig.update_layout(
    sliders=sliders
)

fig.show()

***********
    name  pop   lat    lon                          text
0  Texas   13  31.0 -100.0  Texas<br>Executed 13 inmates
***********
          name  pop        lat         lon                               text
2         Ohio    5  40.367474  -82.996216         Ohio<br>Executed 5 inmates
3      Arizona    4  34.048927 -111.093735      Arizona<br>Executed 4 inmates
4      Georgia    4  33.247875  -83.441162      Georgia<br>Executed 4 inmates
5      Florida    2  27.994402  -81.760254      Florida<br>Executed 2 inmates
6  Mississippi    2  33.000000  -90.000000  Mississippi<br>Executed 2 inmates
7     Oklahoma    2  36.084621  -96.921387     Oklahoma<br>Executed 2 inmates
***********
              name  pop        lat         lon  \
9            Idaho    1  44.068203 -114.742043   
10        Missouri    1  38.573936  -92.603760   
11  South Carolina    1  33.836082  -81.163727   
12        Virginia    1  37.926868  -78.024902   

                                    text  
9            Idaho<br>Executed 1 inmates  
10        Missouri<br>Executed 1 inmates  
11  South Carolina<br>Executed 1 inmates  
12        Virginia<br>Executed 1 inmates
In [64]:
fig.data
Out[64]:
(Scattergeo({
     'lat': array([31.]),
     'locationmode': 'USA-states',
     'lon': array([-100.]),
     'marker': {'color': 'royalblue',
                'line': {'color': 'rgb(40,40,40)', 'width': 0.5},
                'size': array([1300.]),
                'sizemode': 'area'},
     'name': '> 10',
     'text': array(['Texas<br>Executed 13 inmates'], dtype=object)
 }), Scattergeo({
     'lat': array([40.367474, 34.048927, 33.247875, 27.994402, 33.      , 36.084621]),
     'locationmode': 'USA-states',
     'lon': array([ -82.996216, -111.093735,  -83.441162,  -81.760254,  -90.      ,
                    -96.921387]),
     'marker': {'color': 'crimson',
                'line': {'color': 'rgb(40,40,40)', 'width': 0.5},
                'size': array([500., 400., 400., 200., 200., 200.]),
                'sizemode': 'area'},
     'name': '2-10',
     'text': array(['Ohio<br>Executed 5 inmates', 'Arizona<br>Executed 4 inmates',
                    'Georgia<br>Executed 4 inmates', 'Florida<br>Executed 2 inmates',
                    'Mississippi<br>Executed 2 inmates', 'Oklahoma<br>Executed 2 inmates'],
                   dtype=object)
 }), Scattergeo({
     'lat': array([44.068203, 38.573936, 33.836082, 37.926868]),
     'locationmode': 'USA-states',
     'lon': array([-114.742043,  -92.60376 ,  -81.163727,  -78.024902]),
     'marker': {'color': 'lightseagreen',
                'line': {'color': 'rgb(40,40,40)', 'width': 0.5},
                'size': array([100., 100., 100., 100.]),
                'sizemode': 'area'},
     'name': '1 ',
     'text': array(['Idaho<br>Executed 1 inmates', 'Missouri<br>Executed 1 inmates',
                    'South Carolina<br>Executed 1 inmates',
                    'Virginia<br>Executed 1 inmates'], dtype=object)
 }))
In [65]:
sliders
Out[65]:
[{'active': 10,
  'currentvalue': {'prefix': 'Frequency: '},
  'pad': {'t': 50},
  'steps': [{'method': 'restyle', 'args': ['visible', [True, False, False]]},
   {'method': 'restyle', 'args': ['visible', [False, True, False]]},
   {'method': 'restyle', 'args': ['visible', [False, False, True]]}]}]
In [57]:
# import plotly.graph_objects as go
# import numpy as np

# # Create figure
# fig = go.Figure()

# data = {2011: 13, 2012: 20, 2013: 11, 2014: 5}

# # Add traces, one for each slider step
# for step in [2011,2012,2013,2014]:
#     fig.add_trace(
#         go.Scatter(
#             visible=False,
#             line=dict(color="#00CED1", width=6),
#             name="𝜈 = " + str(step),
#             x=[data[step], 2,15,5 ],
#             y=[data[step] * 20]  ))

# # Make 10th trace visible
# fig.data[0].visible = True

# # Create and add slider
# steps = []
# for i in range(len(fig.data)):
#     step = dict(
#         method="restyle",
#         args=["visible", [False] * len(fig.data)],
#     )
#     step["args"][1][i] = True  # Toggle i'th trace to "visible"
#     steps.append(step)

# sliders = [dict(
#     active=15,
#     currentvalue={"prefix": "Frequency: "},
#     pad={"t": 50},
#     steps=steps
# )]

# fig.update_layout(
#     sliders=sliders
# )

# fig.show()
In [76]:
import plotly.graph_objects as go
import numpy as np

# Create figure
fig = go.Figure()

states = ['Texas','Al','OK','CA','AZ','NY']

years = {
    2011: [13,16,19,11,7,12],
    2012: [1,16,19,11,7,12],
    2013: [13,3,19,11,7,12],
    2014: [13,16,19,11,7,12],
    2015: [13,16,19,11,7,1],
    2016: [13,16,19,1,7,1] 
}

# Add traces, one for each slider step
for step in [2011,2012,2013,2014,2015,2016]:
    fig.add_trace(
        go.Scatter(
            visible=False,
            line=dict(color="#00CED1", width=6),
            name="𝜈 = " + str(step),
            x=states,
            y=years[step] ) )

    
    
# for step in [2011,2012,2013,2014,2015,2016]:
#     fig.add_trace(go.Scattergeo(
#             locationmode = 'USA-states',
# #             df_sub = 
#             lon = df_sub['lon'],
#             lat = df_sub['lat'],
#             text = df_sub['text'],
#             marker = dict(
#                 size = df_sub['pop']/scale,
#                 color = colors[1],
#                 line_color='rgb(40,40,40)',
#                 line_width=0.5,
#                 sizemode = 'area'
#             ),
#             name = limit_names[1] ))

fig.update_layout(
        title_text = '2011 Executions by State<br>(Click legend to toggle traces)',
        showlegend = True,
        geo = dict(
            scope = 'usa',
            landcolor = 'rgb(217, 217, 217)',
        )
    )

# Make 10th trace visible
fig.data[0].visible = True


# Create and add slider
steps = []
print(fig.data)
for i in range(len(fig.data)):
    step = dict(
        method="restyle",
        args=["visible", [False] * len(fig.data)],
    )
    step["args"][1][i] = True  # Toggle i'th trace to "visible"
    steps.append(step)

sliders = [dict(
    active=10,
    currentvalue={"prefix": "Frequency: "},
    pad={"t": 50},
    steps=steps
)]

fig.update_layout(
    sliders=sliders
)

fig.show()

(Scatter({
    'line': {'color': '#00CED1', 'width': 6},
    'name': '𝜈 = 2011',
    'visible': True,
    'x': [Texas, Al, OK, CA, AZ, NY],
    'y': [13, 16, 19, 11, 7, 12]
}), Scatter({
    'line': {'color': '#00CED1', 'width': 6},
    'name': '𝜈 = 2012',
    'visible': False,
    'x': [Texas, Al, OK, CA, AZ, NY],
    'y': [1, 16, 19, 11, 7, 12]
}), Scatter({
    'line': {'color': '#00CED1', 'width': 6},
    'name': '𝜈 = 2013',
    'visible': False,
    'x': [Texas, Al, OK, CA, AZ, NY],
    'y': [13, 3, 19, 11, 7, 12]
}), Scatter({
    'line': {'color': '#00CED1', 'width': 6},
    'name': '𝜈 = 2014',
    'visible': False,
    'x': [Texas, Al, OK, CA, AZ, NY],
    'y': [13, 16, 19, 11, 7, 12]
}), Scatter({
    'line': {'color': '#00CED1', 'width': 6},
    'name': '𝜈 = 2015',
    'visible': False,
    'x': [Texas, Al, OK, CA, AZ, NY],
    'y': [13, 16, 19, 11, 7, 1]
}), Scatter({
    'line': {'color': '#00CED1', 'width': 6},
    'name': '𝜈 = 2016',
    'visible': False,
    'x': [Texas, Al, OK, CA, AZ, NY],
    'y': [13, 16, 19, 1, 7, 1]
}))
In [35]:
steps
Out[35]:
[{'method': 'restyle',
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   [True,
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In [ ]: