I am trying to plot the following directly from an example online (listed below). I have geopandas, GDAL, fiona, shapely, rtree, and pyproj all installed based off of the recommendations in this Install Python geopandas failed .
from urllib.request import urlopen
import json
with urlopen('https://raw.githubusercontent.com/plotly/datasets/master/geojson-counties-fips.json') as response:
counties = json.load(response)
import pandas as pd
df = pd.read_csv("https://raw.githubusercontent.com/plotly/datasets/master/fips-unemp-16.csv",
dtype={"fips": str})
import plotly.express as px
fig = px.choropleth_mapbox(df, geojson=counties, locations='fips', color='unemp',
color_continuous_scale="Viridis",
range_color=(0, 12),
mapbox_style="carto-positron",
zoom=3, center = {"lat": 37.0902, "lon": -95.7129},
opacity=0.5,
labels={'unemp':'unemployment rate'}
)
fig.update_layout(margin={"r":0,"t":0,"l":0,"b":0})
fig.show()
It is code pulled directly from: https://plotly.com/python/mapbox-county-choropleth/
I keep getting this error. Can someone help me understand what I need to do to fix this.
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-102-d2bce8a3a6d7> in <module>
10 import plotly.express as px
11
---> 12 fig = px.choropleth_mapbox(df, geojson=counties, locations='fips', color='unemp',
13 color_continuous_scale="Viridis",
14 range_color=(0, 12),
~\anaconda3\lib\site-packages\plotly\express\_chart_types.py in choropleth_mapbox(data_frame, geojson, featureidkey, locations, color, hover_name, hover_data, custom_data, animation_frame, animation_group, category_orders, labels, color_discrete_sequence, color_discrete_map, color_continuous_scale, range_color, color_continuous_midpoint, opacity, zoom, center, mapbox_style, title, template, width, height)
1139 hover_data=None,
1140 custom_data=None,
-> 1141 animation_frame=None,
1142 animation_group=None,
1143 category_orders=None,
~\anaconda3\lib\site-packages\plotly\express\_core.py in make_figure(args, constructor, trace_patch, layout_patch)
2051 layout_patch["legend"] = dict(tracegroupgap=0)
2052 if trace_name_labels:
-> 2053 layout_patch["legend"]["title_text"] = ", ".join(trace_name_labels)
2054 if args["title"]:
2055 layout_patch["title_text"] = args["title"]
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in update_layout(self, dict1, overwrite, **kwargs)
963 return self["data"]
964
--> 965 @data.setter
966 def data(self, new_data):
967
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in update(self, dict1, overwrite, **kwargs)
4254 # ### _change_callbacks ###
4255 # A dict from tuples of child property path tuples to lists
-> 4256 # of callbacks that should be executed whenever any of these
4257 # properties is modified
4258 self._change_callbacks = {}
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in _perform_update(plotly_obj, update_obj, overwrite)
3347
3348 # Handle layout
-> 3349 # -------------
3350 result["layout"] = BaseFigure._to_ordered_dict(self._layout)
3351
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in __setitem__(self, prop, value)
4993 if invalid_props:
4994 if len(invalid_props) == 1:
-> 4995 prop_str = "property"
4996 invalid_str = repr(invalid_props[0])
4997 else:
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in __setitem__(self, prop, value)
4009 annotation, shape_type, shape_args, annotation_kwargs
4010 )
-> 4011 self.add_shape(
4012 row=row,
4013 col=col,
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in _set_compound_prop(self, prop, val)
4394 from _plotly_utils.basevalidators import (
4395 CompoundValidator,
-> 4396 CompoundArrayValidator,
4397 )
4398
~\anaconda3\lib\site-packages\_plotly_utils\basevalidators.py in validate_coerce(self, v, skip_invalid)
2737 if v == {} or isinstance(v, self.data_class) and v.to_plotly_json() == {}:
2738 # Replace empty template with {'data': {'scatter': [{}]}} so that we can
-> 2739 # tell the difference between an un-initialized template and a template
2740 # explicitly set to empty.
2741 return self.data_class(data_scatter=[{}])
~\anaconda3\lib\site-packages\_plotly_utils\basevalidators.py in validate_coerce(self, v, skip_invalid, _validate)
2448
2449 elif isinstance(v, dict):
-> 2450 v = self.data_class(v, skip_invalid=skip_invalid, _validate=_validate)
2451
2452 elif isinstance(v, self.data_class):
~\anaconda3\lib\site-packages\plotly\graph_objs\layout\_template.py in __init__(self, arg, data, layout, **kwargs)
321 _v = layout if layout is not None else _v
322 if _v is not None:
--> 323 self["layout"] = _v
324
325 # Process unknown kwargs
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in __setitem__(self, prop, value)
4009 annotation, shape_type, shape_args, annotation_kwargs
4010 )
-> 4011 self.add_shape(
4012 row=row,
4013 col=col,
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in _set_compound_prop(self, prop, val)
4394 from _plotly_utils.basevalidators import (
4395 CompoundValidator,
-> 4396 CompoundArrayValidator,
4397 )
4398
~\anaconda3\lib\site-packages\_plotly_utils\basevalidators.py in validate_coerce(self, v, skip_invalid, _validate)
2444
2445 def validate_coerce(self, v, skip_invalid=False, _validate=True):
-> 2446 if v is None:
2447 v = self.data_class()
2448
~\anaconda3\lib\site-packages\plotly\graph_objs\_layout.py in __init__(self, arg, activeshape, angularaxis, annotations, annotationdefaults, autosize, bargap, bargroupgap, barmode, barnorm, boxgap, boxgroupgap, boxmode, calendar, clickmode, coloraxis, colorscale, colorway, datarevision, direction, dragmode, editrevision, extendfunnelareacolors, extendpiecolors, extendsunburstcolors, extendtreemapcolors, font, funnelareacolorway, funnelgap, funnelgroupgap, funnelmode, geo, grid, height, hiddenlabels, hiddenlabelssrc, hidesources, hoverdistance, hoverlabel, hovermode, images, imagedefaults, legend, mapbox, margin, meta, metasrc, modebar, newshape, orientation, paper_bgcolor, piecolorway, plot_bgcolor, polar, radialaxis, scene, selectdirection, selectionrevision, separators, shapes, shapedefaults, showlegend, sliders, sliderdefaults, spikedistance, sunburstcolorway, template, ternary, title, titlefont, transition, treemapcolorway, uirevision, uniformtext, updatemenus, updatemenudefaults, violingap, violingroupgap, violinmode, waterfallgap, waterfallgroupgap, waterfallmode, width, xaxis, yaxis, **kwargs)
6096 _v = funnelmode if funnelmode is not None else _v
6097 if _v is not None:
-> 6098 self["funnelmode"] = _v
6099 _v = arg.pop("geo", None)
6100 _v = geo if geo is not None else _v
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in _process_kwargs(self, **kwargs)
4850 prop : str
4851 The name of a direct child of this object
-> 4852 value
4853 New property value
4854 Returns
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in _process_kwargs(self, **kwargs)
3547 If True, produce a string containing a complete HTML document
3548 starting with an <html> tag. If False, produce a string containing
-> 3549 a single <div> element.
3550 animation_opts: dict or None (default None)
3551 dict of custom animation parameters to be passed to the function
~\anaconda3\lib\site-packages\plotly\basedatatypes.py in _raise_on_invalid_property_error(self, *args)
4215 Invalid props/values to raise on
4216 """
-> 4217 # ### _skip_invalid ##
4218 # If True, then invalid properties should be skipped, if False then
4219 # invalid properties will result in an exception
ValueError: Invalid property specified for object of type plotly.graph_objs.Layout: 'autotypenumbers'
px.choropleth_mapbox(...,autotypenumbers='strict').