mirror of
https://github.com/wassname/geopandas.git
synced 2026-09-11 12:10:59 +08:00
374 lines
25 KiB
HTML
374 lines
25 KiB
HTML
|
|
|
|
<!DOCTYPE html>
|
|
<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
|
|
<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
|
|
<head>
|
|
<meta charset="utf-8">
|
|
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
|
|
|
<title>Data Structures — GeoPandas 0.2-py3.5.egg documentation</title>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<link href='https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic|Roboto+Slab:400,700|Inconsolata:400,700&subset=latin,cyrillic' rel='stylesheet' type='text/css'>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
|
|
|
|
|
|
|
|
|
|
|
|
<link rel="author" title="About these documents"
|
|
href="about.html"/>
|
|
<link rel="top" title="GeoPandas 0.2-py3.5.egg documentation" href="index.html"/>
|
|
<link rel="next" title="Reading and Writing Files" href="io.html"/>
|
|
<link rel="prev" title="Installation" href="install.html"/>
|
|
|
|
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/modernizr/2.6.2/modernizr.min.js"></script>
|
|
|
|
</head>
|
|
|
|
<body class="wy-body-for-nav" role="document">
|
|
|
|
<div class="wy-grid-for-nav">
|
|
|
|
|
|
<nav data-toggle="wy-nav-shift" class="wy-nav-side">
|
|
<div class="wy-side-nav-search">
|
|
|
|
<a href="index.html" class="fa fa-home"> GeoPandas</a>
|
|
|
|
|
|
<div role="search">
|
|
<form id="rtd-search-form" class="wy-form" action="search.html" method="get">
|
|
<input type="text" name="q" placeholder="Search docs" />
|
|
<input type="hidden" name="check_keywords" value="yes" />
|
|
<input type="hidden" name="area" value="default" />
|
|
</form>
|
|
</div>
|
|
</div>
|
|
|
|
<div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
|
|
|
|
|
|
|
|
<ul class="current">
|
|
<li class="toctree-l1"><a class="reference internal" href="install.html">Installation</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="install.html#installing-geopandas">Installing GeoPandas</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="install.html#dependencies">Dependencies</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1 current"><a class="current reference internal" href="">Data Structures</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="#geoseries">GeoSeries</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="#geodataframe">GeoDataFrame</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="io.html">Reading and Writing Files</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="io.html#reading-spatial-data">Reading Spatial Data</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="io.html#writing-spatial-data">Writing Spatial Data</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="mapping.html">Making Maps</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="mapping.html#chloropleth-maps">Chloropleth Maps</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="mapping.html#maps-with-layers">Maps with Layers</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="mapping.html#other-resources">Other Resources</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="projections.html">Managing Projections</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="projections.html#coordinate-reference-systems">Coordinate Reference Systems</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="projections.html#setting-a-projection">Setting a Projection</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="projections.html#re-projecting">Re-Projecting</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="geometric_manipulations.html">Geometric Manipulations</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="geometric_manipulations.html#constructive-methods">Constructive Methods</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="geometric_manipulations.html#affine-transformations">Affine transformations</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="set_operations.html">Set Operations with overlay</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="set_operations.html#the-different-overlay-operations">The different Overlay operations</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="set_operations.html#overlay-countries-example">Overlay Countries Example</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="set_operations.html#more-examples">More Examples</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="aggregation_with_dissolve.html">Aggregation with dissolve</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="aggregation_with_dissolve.html#dissolve-example"><code class="docutils literal"><span class="pre">dissolve</span></code> Example</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="mergingdata.html">Merging Data</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="mergingdata.html#attribute-joins">Attribute Joins</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="mergingdata.html#spatial-joins">Spatial Joins</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="geocoding.html">Geocoding</a></li>
|
|
<li class="toctree-l1"><a class="reference internal" href="reference.html">Reference to All Attributes and Methods</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="reference.html#geodataframe">GeoDataFrame</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="contributing.html">Contributing to GeoPandas</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="contributing.html#overview">Overview</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="contributing.html#forking-the-geopandas-repository-using-git">1) Forking the <em>geopandas</em> repository using Git</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="contributing.html#creating-a-development-environment">2) Creating a development environment</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="contributing.html#installing-dependencies">3) Installing Dependencies</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="contributing.html#making-a-development-build">4) Making a development build</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="contributing.html#making-changes-and-writing-tests">5) Making changes and writing tests</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="contributing.html#updating-the-documentation">6) Updating the Documentation</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="contributing.html#submitting-a-pull-request">7) Submitting a Pull Request</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="about.html">About</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="about.html#known-issues">Known issues</a></li>
|
|
</ul>
|
|
</li>
|
|
</ul>
|
|
|
|
|
|
|
|
</div>
|
|
|
|
</nav>
|
|
|
|
<section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
|
|
|
|
|
|
<nav class="wy-nav-top" role="navigation" aria-label="top navigation">
|
|
<i data-toggle="wy-nav-top" class="fa fa-bars"></i>
|
|
<a href="index.html">GeoPandas</a>
|
|
</nav>
|
|
|
|
|
|
|
|
<div class="wy-nav-content">
|
|
<div class="rst-content">
|
|
<div role="navigation" aria-label="breadcrumbs navigation">
|
|
<ul class="wy-breadcrumbs">
|
|
<li><a href="index.html">Docs</a> »</li>
|
|
|
|
<li>Data Structures</li>
|
|
<li class="wy-breadcrumbs-aside">
|
|
|
|
<a href="_sources/data_structures.txt" rel="nofollow"> View page source</a>
|
|
|
|
</li>
|
|
</ul>
|
|
<hr/>
|
|
</div>
|
|
<div role="main" class="document">
|
|
|
|
<div class="section" id="data-structures">
|
|
<h1>Data Structures<a class="headerlink" href="#data-structures" title="Permalink to this headline">¶</a></h1>
|
|
<p>GeoPandas implements two main data structures, a <code class="docutils literal"><span class="pre">GeoSeries</span></code> and a
|
|
<code class="docutils literal"><span class="pre">GeoDataFrame</span></code>. These are subclasses of pandas <code class="docutils literal"><span class="pre">Series</span></code> and
|
|
<code class="docutils literal"><span class="pre">DataFrame</span></code>, respectively.</p>
|
|
<div class="section" id="geoseries">
|
|
<h2>GeoSeries<a class="headerlink" href="#geoseries" title="Permalink to this headline">¶</a></h2>
|
|
<p>A <code class="docutils literal"><span class="pre">GeoSeries</span></code> is essentially a vector where each entry in the vector
|
|
is a set of shapes corresponding to one observation. An entry may consist
|
|
of only one shape (like a single polygon) or multiple shapes that are
|
|
meant to be thought of as one observation (like the many polygons that
|
|
make up the State of Hawaii or a country like Indonesia).</p>
|
|
<p><em>geopandas</em> has three basic classes of geometric objects (which are actually <em>shapely</em> objects):</p>
|
|
<ul class="simple">
|
|
<li>Points / Multi-Points</li>
|
|
<li>Lines / Multi-Lines</li>
|
|
<li>Polygons / Multi-Polygons</li>
|
|
</ul>
|
|
<p>Note that all entries in a <code class="docutils literal"><span class="pre">GeoSeries</span></code> need not be of the same geometric type, although certain export operations will fail if this is not the case.</p>
|
|
<div class="section" id="overview-of-attributes-and-methods">
|
|
<h3>Overview of Attributes and Methods<a class="headerlink" href="#overview-of-attributes-and-methods" title="Permalink to this headline">¶</a></h3>
|
|
<p>The <code class="docutils literal"><span class="pre">GeoSeries</span></code> class implements nearly all of the attributes and
|
|
methods of Shapely objects. When applied to a <code class="docutils literal"><span class="pre">GeoSeries</span></code>, they
|
|
will apply elementwise to all geometries in the series. Binary
|
|
operations can be applied between two <code class="docutils literal"><span class="pre">GeoSeries</span></code>, in which case the
|
|
operation is carried out elementwise. The two series will be aligned
|
|
by matching indices. Binary operations can also be applied to a
|
|
single geometry, in which case the operation is carried out for each
|
|
element of the series with that geometry. In either case, a
|
|
<code class="docutils literal"><span class="pre">Series</span></code> or a <code class="docutils literal"><span class="pre">GeoSeries</span></code> will be returned, as appropriate.</p>
|
|
<p>A short summary of a few attributes and methods for GeoSeries is
|
|
presented here, and a full list can be found in the <a class="reference internal" href="reference.html"><em>all attributes and methods page</em></a>.
|
|
There is also a family of methods for creating new shapes by expanding
|
|
existing shapes or applying set-theoretic operations like “union” described
|
|
in <a class="reference internal" href="geometric_manipulations.html"><em>geometric manipulations</em></a>.</p>
|
|
<div class="section" id="attributes">
|
|
<h4>Attributes<a class="headerlink" href="#attributes" title="Permalink to this headline">¶</a></h4>
|
|
<ul class="simple">
|
|
<li><code class="docutils literal"><span class="pre">area</span></code>: shape area (units of projection – see <a class="reference internal" href="projections.html"><em>projections</em></a>)</li>
|
|
<li><code class="docutils literal"><span class="pre">bounds</span></code>: tuple of max and min coordinates on each axis for each shape</li>
|
|
<li><code class="docutils literal"><span class="pre">total_bounds</span></code>: tuple of max and min coordinates on each axis for entire GeoSeries</li>
|
|
<li><code class="docutils literal"><span class="pre">geom_type</span></code>: type of geometry.</li>
|
|
<li><code class="docutils literal"><span class="pre">is_valid</span></code>: tests if coordinates make a shape that is reasonable geometric shape (<a class="reference external" href="http://www.opengeospatial.org/standards/sfa">according to this</a>).</li>
|
|
</ul>
|
|
</div>
|
|
<div class="section" id="basic-methods">
|
|
<h4>Basic Methods<a class="headerlink" href="#basic-methods" title="Permalink to this headline">¶</a></h4>
|
|
<ul class="simple">
|
|
<li><code class="docutils literal"><span class="pre">distance(other)</span></code>: returns <code class="docutils literal"><span class="pre">Series</span></code> with minimum distance from each entry to <code class="docutils literal"><span class="pre">other</span></code></li>
|
|
<li><code class="docutils literal"><span class="pre">centroid</span></code>: returns <code class="docutils literal"><span class="pre">GeoSeries</span></code> of centroids</li>
|
|
<li><code class="docutils literal"><span class="pre">representative_point()</span></code>: returns <code class="docutils literal"><span class="pre">GeoSeries</span></code> of points that are guaranteed to be within each geometry. It does <strong>NOT</strong> return centroids.</li>
|
|
<li><code class="docutils literal"><span class="pre">to_crs()</span></code>: change coordinate reference system. See <a class="reference internal" href="projections.html"><em>projections</em></a></li>
|
|
<li><code class="docutils literal"><span class="pre">plot()</span></code>: plot <code class="docutils literal"><span class="pre">GeoSeries</span></code>. See <a class="reference internal" href="mapping.html"><em>mapping</em></a>.</li>
|
|
</ul>
|
|
</div>
|
|
<div class="section" id="relationship-tests">
|
|
<h4>Relationship Tests<a class="headerlink" href="#relationship-tests" title="Permalink to this headline">¶</a></h4>
|
|
<ul class="simple">
|
|
<li><code class="docutils literal"><span class="pre">geom_almost_equals(other)</span></code>: is shape almost the same as <code class="docutils literal"><span class="pre">other</span></code> (good when floating point precision issues make shapes slightly different)</li>
|
|
<li><code class="docutils literal"><span class="pre">contains(other)</span></code>: is shape contained within <code class="docutils literal"><span class="pre">other</span></code></li>
|
|
<li><code class="docutils literal"><span class="pre">intersects(other)</span></code>: does shape intersect <code class="docutils literal"><span class="pre">other</span></code></li>
|
|
</ul>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<div class="section" id="geodataframe">
|
|
<h2>GeoDataFrame<a class="headerlink" href="#geodataframe" title="Permalink to this headline">¶</a></h2>
|
|
<p>A <code class="docutils literal"><span class="pre">GeoDataFrame</span></code> is a tabular data structure that contains a <code class="docutils literal"><span class="pre">GeoSeries</span></code>.</p>
|
|
<p>The most important property of a <code class="docutils literal"><span class="pre">GeoDataFrame</span></code> is that it always has one <code class="docutils literal"><span class="pre">GeoSeries</span></code> column that holds a special status. This <code class="docutils literal"><span class="pre">GeoSeries</span></code> is referred to as the <code class="docutils literal"><span class="pre">GeoDataFrame</span></code>‘s “geometry”. When a spatial method is applied to a <code class="docutils literal"><span class="pre">GeoDataFrame</span></code> (or a spatial attribute like <code class="docutils literal"><span class="pre">area</span></code> is called), this commands will always act on the “geometry” column.</p>
|
|
<p>The “geometry” column – no matter its name – can be accessed through the <code class="docutils literal"><span class="pre">geometry</span></code> attribute (<code class="docutils literal"><span class="pre">gdf.geometry</span></code>), and the name of the <code class="docutils literal"><span class="pre">geometry</span></code> column can be found by typing <code class="docutils literal"><span class="pre">gdf.geometry.name</span></code>.</p>
|
|
<p>A <code class="docutils literal"><span class="pre">GeoDataFrame</span></code> may also contain other columns with geometrical (shapely) objects, but only one column can be the active geometry at a time. To change which column is the active geometry column, use the <code class="docutils literal"><span class="pre">set_geometry</span></code> method.</p>
|
|
<p>An example using the <code class="docutils literal"><span class="pre">worlds</span></code> GeoDataFrame:</p>
|
|
<div class="highlight-ipython"><div class="highlight"><pre><span class="gp">In [1]: </span><span class="n">world</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="n">gpd</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">get_path</span><span class="p">(</span><span class="s">'naturalearth_lowres'</span><span class="p">))</span>
|
|
|
|
<span class="gp">In [2]: </span><span class="n">world</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
|
|
<span class="gh">Out[2]: </span><span class="go"></span>
|
|
<span class="go"> continent gdp_md_est \</span>
|
|
<span class="go">0 Asia 22270 </span>
|
|
<span class="go">1 Africa 110300 </span>
|
|
<span class="go">2 Europe 21810 </span>
|
|
<span class="go">3 Asia 184300 </span>
|
|
<span class="go">4 South America 573900 </span>
|
|
|
|
<span class="go"> geometry iso_a3 \</span>
|
|
<span class="go">0 POLYGON ((61.21081709172574 35.65007233330923,... AFG </span>
|
|
<span class="go">1 (POLYGON ((16.32652835456705 -5.87747039146621... AGO </span>
|
|
<span class="go">2 POLYGON ((20.59024743010491 41.85540416113361,... ALB </span>
|
|
<span class="go">3 POLYGON ((51.57951867046327 24.24549713795111,... ARE </span>
|
|
<span class="go">4 (POLYGON ((-65.50000000000003 -55.199999999999... ARG </span>
|
|
|
|
<span class="go"> name pop_est </span>
|
|
<span class="go">0 Afghanistan 28400000 </span>
|
|
<span class="go">1 Angola 12799293 </span>
|
|
<span class="go">2 Albania 3639453 </span>
|
|
<span class="go">3 United Arab Emirates 4798491 </span>
|
|
<span class="go">4 Argentina 40913584 </span>
|
|
|
|
<span class="go">#Plot countries</span>
|
|
<span class="gp">In [3]: </span><span class="n">world</span><span class="o">.</span><span class="n">plot</span><span class="p">();</span>
|
|
</pre></div>
|
|
</div>
|
|
<a class="reference internal image-reference" href="_images/world_borders.png"><img alt="_images/world_borders.png" src="_images/world_borders.png" style="width: 3in;" /></a>
|
|
<p>Currently, the column named “geometry” with country borders is the active
|
|
geometry column:</p>
|
|
<div class="highlight-ipython"><div class="highlight"><pre><span class="gp">In [4]: </span><span class="n">world</span><span class="o">.</span><span class="n">geometry</span><span class="o">.</span><span class="n">name</span>
|
|
<span class="gh">Out[4]: </span><span class="go">'geometry'</span>
|
|
</pre></div>
|
|
</div>
|
|
<p>We can also rename this column to “borders”:</p>
|
|
<div class="highlight-ipython"><div class="highlight"><pre><span class="gp">In [5]: </span><span class="n">world</span> <span class="o">=</span> <span class="n">world</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s">'geometry'</span><span class="p">:</span> <span class="s">'borders'</span><span class="p">})</span><span class="o">.</span><span class="n">set_geometry</span><span class="p">(</span><span class="s">'borders'</span><span class="p">)</span>
|
|
|
|
<span class="gp">In [6]: </span><span class="n">world</span><span class="o">.</span><span class="n">geometry</span><span class="o">.</span><span class="n">name</span>
|
|
<span class="gh">Out[6]: </span><span class="go">'borders'</span>
|
|
</pre></div>
|
|
</div>
|
|
<p>Now, we create centroids and make it the geometry:</p>
|
|
<div class="highlight-ipython"><div class="highlight"><pre><span class="gp">In [7]: </span><span class="n">world</span><span class="p">[</span><span class="s">'centroid_column'</span><span class="p">]</span> <span class="o">=</span> <span class="n">world</span><span class="o">.</span><span class="n">centroid</span>
|
|
|
|
<span class="gp">In [8]: </span><span class="n">world</span> <span class="o">=</span> <span class="n">world</span><span class="o">.</span><span class="n">set_geometry</span><span class="p">(</span><span class="s">'centroid_column'</span><span class="p">)</span>
|
|
|
|
<span class="gp">In [9]: </span><span class="n">world</span><span class="o">.</span><span class="n">plot</span><span class="p">();</span>
|
|
</pre></div>
|
|
</div>
|
|
<a class="reference internal image-reference" href="_images/world_centroids.png"><img alt="_images/world_centroids.png" src="_images/world_centroids.png" style="width: 3in;" /></a>
|
|
<p><strong>Note:</strong> A <code class="docutils literal"><span class="pre">GeoDataFrame</span></code> keeps track of the active column by name, so if you rename the active geometry column, you must also reset the geometry:</p>
|
|
<div class="highlight-python"><div class="highlight"><pre><span class="n">gdf</span> <span class="o">=</span> <span class="n">gdf</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s">'old_name'</span><span class="p">:</span> <span class="s">'new_name'</span><span class="p">})</span><span class="o">.</span><span class="n">set_geometry</span><span class="p">(</span><span class="s">'new_name'</span><span class="p">)</span>
|
|
</pre></div>
|
|
</div>
|
|
<p><strong>Note 2:</strong> Somewhat confusingly, by default when you use the <code class="docutils literal"><span class="pre">read_file</span></code> command, the column containing spatial objects from the file is named “geometry” by default, and will be set as the active geometry column. However, despite using the same term for the name of the column and the name of the special attribute that keeps track of the active column, they are distinct. You can easily shift the active geometry column to a different <code class="docutils literal"><span class="pre">GeoSeries</span></code> with the <code class="docutils literal"><span class="pre">set_geometry</span></code> command. Further, <code class="docutils literal"><span class="pre">gdf.geometry</span></code> will always return the active geometry column, <em>not</em> the column named <code class="docutils literal"><span class="pre">geometry</span></code>. If you wish to call a column named “geometry”, and a different column is the active geometry column, use <code class="docutils literal"><span class="pre">gdf['geometry']</span></code>, not <code class="docutils literal"><span class="pre">gdf.geometry</span></code>.</p>
|
|
<div class="section" id="attributes-and-methods">
|
|
<h3>Attributes and Methods<a class="headerlink" href="#attributes-and-methods" title="Permalink to this headline">¶</a></h3>
|
|
<p>Any of the attributes calls or methods described for a <code class="docutils literal"><span class="pre">GeoSeries</span></code> will work on a <code class="docutils literal"><span class="pre">GeoDataFrame</span></code> – effectively, they are just applied to the “geometry” <code class="docutils literal"><span class="pre">GeoSeries</span></code>.</p>
|
|
<p>However, <code class="docutils literal"><span class="pre">GeoDataFrames</span></code> also have a few extra methods for input and output which are described on the <a class="reference internal" href="io.html"><em>Input and Output</em></a> page and for geocoding with are described in <a class="reference internal" href="geocoding.html"><em>Geocoding</em></a>.</p>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
<footer>
|
|
|
|
<div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
|
|
|
|
<a href="io.html" class="btn btn-neutral float-right" title="Reading and Writing Files">Next <span class="fa fa-arrow-circle-right"></span></a>
|
|
|
|
|
|
<a href="install.html" class="btn btn-neutral" title="Installation"><span class="fa fa-arrow-circle-left"></span> Previous</a>
|
|
|
|
</div>
|
|
|
|
|
|
<hr/>
|
|
|
|
<div role="contentinfo">
|
|
<p>
|
|
© Copyright 2013-2016, GeoPandas developers.
|
|
</p>
|
|
</div>
|
|
|
|
Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/snide/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
|
|
|
|
</footer>
|
|
</div>
|
|
</div>
|
|
|
|
</section>
|
|
|
|
</div>
|
|
|
|
|
|
|
|
|
|
|
|
<script type="text/javascript">
|
|
var DOCUMENTATION_OPTIONS = {
|
|
URL_ROOT:'./',
|
|
VERSION:'0.2-py3.5.egg',
|
|
COLLAPSE_INDEX:false,
|
|
FILE_SUFFIX:'.html',
|
|
HAS_SOURCE: true
|
|
};
|
|
</script>
|
|
<script type="text/javascript" src="_static/jquery.js"></script>
|
|
<script type="text/javascript" src="_static/underscore.js"></script>
|
|
<script type="text/javascript" src="_static/doctools.js"></script>
|
|
|
|
|
|
|
|
|
|
|
|
<script type="text/javascript" src="_static/js/theme.js"></script>
|
|
|
|
|
|
|
|
|
|
<script type="text/javascript">
|
|
jQuery(function () {
|
|
SphinxRtdTheme.StickyNav.enable();
|
|
});
|
|
</script>
|
|
|
|
|
|
</body>
|
|
</html> |