Ch;SSKrSSKJr SSKrSSKrSSKJr SSK J r SSK r /SQr SSSSSSSSSSSSS SSS S SSSS000000004S jr S rS rSSSSSS S SS00004 Sjrg)N)mean)is_datetime64_any_dtype LineString)location prefer_canvasno_touch disable_3d png_enabled zoom_controlcrs zoom_startlefttoppositionmin_zoommax_zoommin_latmax_latmin_lonmax_lon max_bounds OpenStreetMapTFz100%c ^^^^S^T^US[US4SjjnSSKn SSKn!SSKn"SSKJn# SSKJn$ SSKJmS SSKJ n% SSK n&Sn'UR5n(URS :Hn)U)R5(a,U(R U)R#S 5U(R U)'[%U([&R(5(aU(R+5n(U(R,cS US 'SnO1U(R,R/S5(dU(R1S5n(U(R2U(R2V*s/sHn*[5U(U*5PM sn*R7U(R2U(R8S:H5n+[;U+5S:a#U(R=U+V*s0sHn*U*S_M sn*5n([%U(R>[@RB5(dT[5U(R>5(dU(R>RDS:Xa U(R>R=S5U(lUGcU(RFn,URISS5n-U-cm[JRL"U,5RO5(dD[QU,SU,S/5n.[QU,SU,S/5n/U/U.4n-SURS5;aS n0OSn0OS n0[TH!n1U1U;dM [WSU1SU1SUU1S35e 0UEURS5V1s0sHn1U1[T;dMU1UU1_M sn1EnU'(a[%U[X5(aW&RZR]U5n[%UW&R^5(aZU(aUO UR`nSU;aURcSS5US'SU;aURcSS5US'UReSS9nU"Rf"S\U-UUUUUS.UD6nU0(a#URiU,SU,S/U,SU,S//5 U(RjRO5(a[lRn"S [pSS!9 U$[THn2URIU2S5 M Sn3UGbn[@RrRtRwU5(a1[;U5U(RxS:wa [WS"5eS#n4UU(U4'U4nO[%U(URD[@Rz5(aUb [WS$5eSn O[@RrRtR}U(U5(di[@RrRtRU(U5(d8[@RrRtRU(U5(dU(aSn [@R"U(U5n3U (Ga[@R"U(UU3)US%9n5[;U5R5n6U(aUOS&nUU#R5;ae[JR"U%RSU"UU6U5RS'95m[JR"U%RSU"UU6[U65S'95n7GO`[%UU%R5(ae[JR"U%RSU"U5R55m[JR"U%RSU"[U6555n7GO[@RrRtRwU5(afU6[;U5:aUU6[;U5-S--n[JR"UU5R5m[JR"U[U655n7GOL[WS(5e[U5(aXV.s/sH n.U"U.5PM sn.mGOUcU(UR5OUnUcU(UR5OUnU brUc0nS)U;aU US)'U$"[JR"U(UU3)5U 40UD6n8[JR"U%RSU"UU8RU8RS'95mOo[JR"XS*5SSn9U$"[JR"U(UU3)5S+U9S,9n8[JR"U%RSU"US-U8RS'95mS.T;aS/TS.'S0T;aSTS0'S1T;a2TS1mU[TU5(d [WS25eTRIS15 OS3n:U:mUTb[%T[X5(a:[%U([&R5(aTU(R2;a UUUU4S4jn;U;nU>n:XaU"R"S\0UD6nCOgUS?:XaU"R"S\0UD6nCONUS=:Xa=URcS@S5US@'URcSAS5USA'U"R"S\0UD6nCO [WSB5e[%U([&R5(afU(R8SC:HR5VDVEs/sH-unDnEUE(dMWDU(R R:wdM+WDPM/ nFnDnEU(RUFSD9n([%U([&R5(aDU(R>RbU(R5n([SEUU(40UD6n[SFUU(40UD6nOSnSnU(U(R R5U(R Rj-)RnGUGSGHLnHUHSHH@nI[%WHSHUI[X5(dM U RSISJWHSHWI5UHSHUI'MB MN U"R"WG4UUWCU 1: return "green" return "red" color : str, array-like (default None) Named color or a list-like of colors (named or hex). m : folium.Map (default None) Existing map instance on which to draw the plot. tiles : str, xyzservices.TileProvider (default 'OpenStreetMap Mapnik') Map tileset to use. Can choose from the list supported by folium, query a :class:`xyzservices.TileProvider` by a name from ``xyzservices.providers``, pass :class:`xyzservices.TileProvider` object or pass custom XYZ URL. The current list of built-in providers (when ``xyzservices`` is not available): ``["OpenStreetMap", "CartoDB positron", “CartoDB dark_matter"]`` You can pass a custom tileset to Folium by passing a Leaflet-style URL to the tiles parameter: ``http://{s}.yourtiles.com/{z}/{x}/{y}.png``. Be sure to check their terms and conditions and to provide attribution with the ``attr`` keyword. attr : str (default None) Map tile attribution; only required if passing custom tile URL. tooltip : bool, str, int, list (default True) Display GeoDataFrame attributes when hovering over the object. ``True`` includes all columns. ``False`` removes tooltip. Pass string or list of strings to specify a column(s). Integer specifies first n columns to be included. Defaults to ``True``. popup : bool, str, int, list (default False) Input GeoDataFrame attributes for object displayed when clicking. ``True`` includes all columns. ``False`` removes popup. Pass string or list of strings to specify a column(s). Integer specifies first n columns to be included. Defaults to ``False``. highlight : bool (default True) Enable highlight functionality when hovering over a geometry. categorical : bool (default False) If ``False``, ``cmap`` will reflect numerical values of the column being plotted. For non-numerical columns, this will be set to True. legend : bool (default True) Plot a legend in choropleth plots. Ignored if no ``column`` is given. scheme : str (default None) Name of a choropleth classification scheme (requires ``mapclassify`` >= 2.4.0). A :func:`mapclassify.classify` will be used under the hood. Supported are all schemes provided by ``mapclassify`` (e.g. ``'BoxPlot'``, ``'EqualInterval'``, ``'FisherJenks'``, ``'FisherJenksSampled'``, ``'HeadTailBreaks'``, ``'JenksCaspall'``, ``'JenksCaspallForced'``, ``'JenksCaspallSampled'``, ``'MaxP'``, ``'MaximumBreaks'``, ``'NaturalBreaks'``, ``'Quantiles'``, ``'Percentiles'``, ``'StdMean'``, ``'UserDefined'``). Arguments can be passed in ``classification_kwds``. k : int (default 5) Number of classes vmin : None or float (default None) Minimum value of ``cmap``. If ``None``, the minimum data value in the column to be plotted is used. vmax : None or float (default None) Maximum value of ``cmap``. If ``None``, the maximum data value in the column to be plotted is used. width : pixel int or percentage string (default: '100%') Width of the folium :class:`~folium.folium.Map`. If the argument m is given explicitly, width is ignored. height : pixel int or percentage string (default: '100%') Height of the folium :class:`~folium.folium.Map`. If the argument m is given explicitly, height is ignored. categories : list-like Ordered list-like object of categories to be used for categorical plot. classification_kwds : dict (default None) Keyword arguments to pass to mapclassify control_scale : bool, (default True) Whether to add a control scale on the map. marker_type : str, folium.Circle, folium.CircleMarker, folium.Marker (default None) Allowed string options are ('marker', 'circle', 'circle_marker'). Defaults to folium.CircleMarker. marker_kwds: dict (default {}) Additional keywords to be passed to the selected ``marker_type``, e.g.: radius : float (default 2 for ``circle_marker`` and 50 for ``circle``)) Radius of the circle, in meters (for ``circle``) or pixels (for ``circle_marker``). fill : bool (default True) Whether to fill the ``circle`` or ``circle_marker`` with color. icon : folium.map.Icon the :class:`folium.map.Icon` object to use to render the marker. draggable : bool (default False) Set to True to be able to drag the marker around the map. style_kwds : dict (default {}) Additional style to be passed to folium ``style_function``: stroke : bool (default True) Whether to draw stroke along the path. Set it to ``False`` to disable borders on polygons or circles. color : str Stroke color weight : int Stroke width in pixels opacity : float (default 1.0) Stroke opacity fill : boolean (default True) Whether to fill the path with color. Set it to ``False`` to disable filling on polygons or circles. fillColor : str Fill color. Defaults to the value of the color option fillOpacity : float (default 0.5) Fill opacity. style_function : callable Function mapping a GeoJson Feature to a style ``dict``. * Style properties :func:`folium.vector_layers.path_options` * GeoJson features :class:`GeoDataFrame.__geo_interface__` e.g.:: lambda x: {"color":"red" if x["properties"]["gdp_md_est"]<10**6 else "blue"} Plus all supported by :func:`folium.vector_layers.path_options`. See the documentation of :class:`folium.features.GeoJson` for details. highlight_kwds : dict (default {}) Style to be passed to folium highlight_function. Uses the same keywords as ``style_kwds``. When empty, defaults to ``{"fillOpacity": 0.75}``. missing_kwds : dict (default {}) Additional style for missing values: color : str Color of missing values. Defaults to ``None``, which uses Folium's default. label : str (default "NaN") Legend entry for missing values. tooltip_kwds : dict (default {}) Additional keywords to be passed to :class:`folium.features.GeoJsonTooltip`, e.g. ``aliases``, ``labels``, or ``sticky``. popup_kwds : dict (default {}) Additional keywords to be passed to :class:`folium.features.GeoJsonPopup`, e.g. ``aliases`` or ``labels``. legend_kwds : dict (default {}) Additional keywords to be passed to the legend. Currently supported customisation: caption : string Custom caption of the legend. Defaults to the column name. Additional accepted keywords when ``scheme`` is specified: colorbar : bool (default True) An option to control the style of the legend. If True, continuous colorbar will be used. If False, categorical legend will be used for bins. scale : bool (default True) Scale bins along the colorbar axis according to the bin edges (True) or use the equal length for each bin (False) fmt : string (default "{:.2f}") A formatting specification for the bin edges of the classes in the legend. For example, to have no decimals: ``{"fmt": "{:.0f}"}``. Applies if ``colorbar=False``. labels : list-like A list of legend labels to override the auto-generated labels. Needs to have the same number of elements as the number of classes (`k`). Applies if ``colorbar=False``. interval : boolean (default False) An option to control brackets from mapclassify legend. If True, open/closed interval brackets are shown in the legend. Applies if ``colorbar=False``. max_labels : int, default 10 Maximum number of colorbar tick labels (requires branca>=0.5.0) map_kwds : dict (default {}) Additional keywords to be passed to folium :class:`~folium.folium.Map`, e.g. ``dragging``, or ``scrollWheelZoom``. **kwargs : dict Additional options to be passed on to the folium object. Returns ------- m : folium.folium.Map folium :class:`~folium.folium.Map` instance Examples -------- >>> import geodatasets >>> df = geopandas.read_file( ... geodatasets.get_path("geoda.chicago_health") ... ) >>> df.head(2) # doctest: +SKIP ComAreaID ... geometry 0 35 ... POLYGON ((-87.60914 41.84469, -87.60915 41.844... 1 36 ... POLYGON ((-87.59215 41.81693, -87.59231 41.816... [2 rows x 87 columns] >>> df.explore("Pop2012", cmap="Blues") # doctest: +SKIP Nc>U(dTRU5$TRU5RU5"U5$)zPReturn the color map specified. Helper function for MPL deprecation - GH#2596. )get_cmap resampled)_cmap n_resampleidxcms dC:\Users\julio\OneDrive\Documentos\Trabajo\Ideas Frescas\venv\Lib\site-packages\geopandas/explore.py_colormap_helper"_explore.._colormap_helpers6 ;;u% %;;u%// ;C@ @r)classify) colormaps)colorszThe 'folium>=0.12', 'matplotlib' and 'mapclassify' packages are required for 'explore()'. You can install them using 'conda install -c conda-forge "folium>=0.12" matplotlib mapclassify' or 'pip install "folium>=0.12" matplotlib mapclassify'.TF LinearRingc[U5$Nr)gs r#_explore..@sjmr&Simpler iobjectstringrr'z.' cannot be specified in 'map_kwds'. Use the '=z' argument instead.rrz{r}) scale_factor)r control_scaletilesattrwidthheightzeThe GeoSeries you are attempting to plot is composed of empty geometries. Nothing has been displayed.) stacklevelz@The GeoDataFrame and given column have different number of rows.__plottable_columnz=Cannot specify 'categories' when column has categorical dtype) categoriestab20)r r!zo'cmap' is invalid. 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'#   (  H&//%:C;.%0%: %,%?%?%D (3 E(J ,;E)F:a!Ab':J)F{{}}")),*:*:7E*JK$&IIi$C '7J JdBKK$8$899#H.t4G " 3 3 q'% 2B*C!I yy2~#%;;#=#=%$!%!%$+ $ , $$&;;#;#;%$!%!%$+ $ , $;;==Y'2 0 0% @AI; H% H] , -  H    , -  , ?H@H"J2n p*Gsx$0A@)A@( A@-2A@2 A@2/A@7%AAAA 0AA  AA (AA0A@ @A@%@$A@%@7 AAAAAc dSSKnUSLd UbUS:XagUSLa>URRURR5R 5nOn[ U[5(aAURRURR5R 5SUnO[ U[5(aU/nSHnXQ;dM URU5 M [[[U55nUS:XaUR"U40UD6$US:XaUR"U40UD6$g)zGet tooltip or popup.rNFT)r@rZrprq)rrorrYrrrintrremovelistmapGeoJsonTooltip GeoJsonPopup)typefieldsrkwdsrfields r#rrs&.FaK T>[[%%cll&7&78@@BF  $ $[[%%cll&7&78@@B7FKF  $ $XF9 ? MM% : #c6" #F y$$V4t44 ""62T22 r&cSnSSKnURR5nURRU5UlUR 5R U5 SUSUS3n[X#5HupUSU SUS 3- nM US - nURRUS 5nUR 5RR U5 g) aAdd categorical legend to a map. The implementation is using the code originally written by Michel Metran (@michelmetran) and released on GitHub (https://github.com/michelmetran/package_folium) under MIT license. Copyright (c) 2020 Michel Metran Parameters ---------- m : folium.Map Existing map instance on which to draw the plot title : str title of the legend (e.g. column name) categories : list-like list of categories colors : list-like list of colors (in the same order as categories) aI {% macro header(this, kwargs) %} {% endmacro %} rNz
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r) relement MacroElementTemplate _templateget_rootrzipElementhtml) rtitlerAr)headrmacrobodyrxrTs r#rrs*? D@ JJ # # %Ejj))$/EOJJL5!w##('*' *DJ/  --2G9UG5L L0  D ::  dH -DJJL%r&c 6[U4UUUUUUUUU U U U U S. UD6$)uInteractive map based on GeoPandas and folium/leaflet.js. Generate an interactive leaflet map based on :class:`~geopandas.GeoSeries` Parameters ---------- color : str, array-like (default None) Named color or a list-like of colors (named or hex). m : folium.Map (default None) Existing map instance on which to draw the plot. tiles : str, xyzservices.TileProvider (default 'OpenStreetMap Mapnik') Map tileset to use. Can choose from the list supported by folium, query a :class:`xyzservices.TileProvider` by a name from ``xyzservices.providers``, pass :class:`xyzservices.TileProvider` object or pass custom XYZ URL. The current list of built-in providers (when ``xyzservices`` is not available): ``["OpenStreetMap", "CartoDB positron", “CartoDB dark_matter"]`` You can pass a custom tileset to Folium by passing a Leaflet-style URL to the tiles parameter: ``http://{s}.yourtiles.com/{z}/{x}/{y}.png``. Be sure to check their terms and conditions and to provide attribution with the ``attr`` keyword. attr : str (default None) Map tile attribution; only required if passing custom tile URL. highlight : bool (default True) Enable highlight functionality when hovering over a geometry. width : pixel int or percentage string (default: '100%') Width of the folium :class:`~folium.folium.Map`. If the argument m is given explicitly, width is ignored. height : pixel int or percentage string (default: '100%') Height of the folium :class:`~folium.folium.Map`. If the argument m is given explicitly, height is ignored. control_scale : bool, (default True) Whether to add a control scale on the map. marker_type : str, folium.Circle, folium.CircleMarker, folium.Marker (default None) Allowed string options are ('marker', 'circle', 'circle_marker'). Defaults to folium.Marker. marker_kwds: dict (default {}) Additional keywords to be passed to the selected ``marker_type``, e.g.: radius : float Radius of the circle, in meters (for ``'circle'``) or pixels (for ``circle_marker``). icon : folium.map.Icon the :class:`folium.map.Icon` object to use to render the marker. draggable : bool (default False) Set to True to be able to drag the marker around the map. style_kwds : dict (default {}) Additional style to be passed to folium ``style_function``: stroke : bool (default True) Whether to draw stroke along the path. Set it to ``False`` to disable borders on polygons or circles. color : str Stroke color weight : int Stroke width in pixels opacity : float (default 1.0) Stroke opacity fill : boolean (default True) Whether to fill the path with color. Set it to ``False`` to disable filling on polygons or circles. fillColor : str Fill color. Defaults to the value of the color option fillOpacity : float (default 0.5) Fill opacity. style_function : callable Function mapping a GeoJson Feature to a style ``dict``. * Style properties :func:`folium.vector_layers.path_options` * GeoJson features :class:`GeoSeries.__geo_interface__` e.g.:: lambda x: {"color":"red" if x["properties"]["gdp_md_est"]<10**6 else "blue"} Plus all supported by :func:`folium.vector_layers.path_options`. See the documentation of :class:`folium.features.GeoJson` for details. highlight_kwds : dict (default {}) Style to be passed to folium highlight_function. Uses the same keywords as ``style_kwds``. When empty, defaults to ``{"fillOpacity": 0.75}``. map_kwds : dict (default {}) Additional keywords to be passed to folium :class:`~folium.folium.Map`, e.g. ``dragging``, or ``scrollWheelZoom``. **kwargs : dict Additional options to be passed on to the folium. Returns ------- m : folium.folium.Map folium :class:`~folium.folium.Map` instance ) rTrr;r<rr=r>r:rrrUrgr)r)srTrr;r<rr=r>r:rrrUrgrrs r#_explore_geoseriesr,sKf     #%   r&)r statisticsrnumpyrpandasrpandas.api.typesrshapely.geometryrrrrrrr,rKr&r#r2s4' 0          =V  r36o&h      Cr&