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                <p class="caption"><span class="caption-text">Course information</span></p>
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<li class="toctree-l1"><a class="reference internal" href="course-info.html">General info</a></li>
<li class="toctree-l1"><a class="reference internal" href="Installing_Anacondas_GIS.html">Installing Python + GIS</a></li>
<li class="toctree-l1"><a class="reference internal" href="License-terms.html">License and terms of usage</a></li>
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<p class="caption"><span class="caption-text">Lesson 1</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="Lesson1-Intro-Python-GIS.html">Introduction to Python GIS</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson1-Geometric-Objects.html">Geometric Objects - Spatial Data Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="Exercise-1.html">Exercise 1</a></li>
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<p class="caption"><span class="caption-text">Lesson 2</span></p>
<ul class="current">
<li class="toctree-l1"><a class="reference internal" href="Lesson2-overview.html">Lesson 2 Overview</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson2-download-data.html">Download datasets</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson2-overview-pandas-geopandas.html">Pandas and Geopandas -modules</a></li>
<li class="toctree-l1 current"><a class="current reference internal" href="#">Introduction to Pandas</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson2-geopandas-basics.html">Introduction to Geopandas</a></li>
<li class="toctree-l1"><a class="reference internal" href="Exercise-2.html">Exercise 2</a></li>
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<p class="caption"><span class="caption-text">Lesson 3</span></p>
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<li class="toctree-l1"><a class="reference internal" href="Lesson3-overview.html">Lesson 3 Overview</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson3-geocoding.html">Geocoding</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson3-table-join.html">Table join</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson3-projections.html">Re-projecting data</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson3-point-in-polygon.html">Point in Polygon &amp; Intersect</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson3-spatial-join.html">Spatial join</a></li>
<li class="toctree-l1"><a class="reference internal" href="Exercise-3.html">Exercise 3</a></li>
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<p class="caption"><span class="caption-text">Lesson 4</span></p>
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<li class="toctree-l1"><a class="reference internal" href="Lesson4-overview.html">Lesson 4 Overview</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson4-download-data.html">Download datasets</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson4-geometric-operations.html">Geometric operations</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson4-reclassify.html">Data reclassification</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson4-nearest-neighbour.html">Nearest Neighbour Analysis</a></li>
<li class="toctree-l1"><a class="reference internal" href="Exercise-4.html">Exercise 4</a></li>
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<p class="caption"><span class="caption-text">Lesson 5</span></p>
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<li class="toctree-l1"><a class="reference internal" href="Lesson5-overview.html">Lesson 5 Overview</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson5-download-data.html">Download datasets</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson5-static-maps.html">Static maps</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson5-interactive-map-bokeh.html">Interactive maps with Bokeh</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson5-share-on-github.html">Sharing interactive plots on GitHub</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson5-interactive-map-folium.html">Interactive maps on Leaflet</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson5-World-3D.html">Inspiration: World 3D</a></li>
<li class="toctree-l1"><a class="reference internal" href="Exercise-5.html">Exercise 5</a></li>
</ul>
<p class="caption"><span class="caption-text">Lesson 6</span></p>
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<li class="toctree-l1"><a class="reference internal" href="Lesson6-overview.html">Lesson 6 Overview</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson6-arcpy.html">Python in ArcGIS</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson6-toolbox.html">ArcGIS Toolbox</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson6-arcpy-script.html">Writing arcpy scripts</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson6-run-the-tool.html">Running the Python script from ArcGIS</a></li>
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<p class="caption"><span class="caption-text">Lesson 7</span></p>
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<li class="toctree-l1"><a class="reference internal" href="Lesson7-overview.html">Lesson 7 Overview</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson7-download.html">Download data</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson7-read-raster.html">Reading raster files with GDAL</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson7-read-raster-array.html">Reading raster as a numerical array</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lesson7-gdal-utilities.html">GDAL command line tools</a></li>
<li class="toctree-l1"><a class="reference internal" href="Exercise-7.html">Exercise 7</a></li>
</ul>
<p class="caption"><span class="caption-text">Lesson 8</span></p>
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<li class="toctree-l1"><a class="reference internal" href="Lesson8-network-analysis.html">Network analysis in Python</a></li>
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<p class="caption"><span class="caption-text">Final Assignment</span></p>
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<li class="toctree-l1"><a class="reference internal" href="Final-assignment.html">Final assignment</a></li>
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<p class="caption"><span class="caption-text">Map Challenge 2016</span></p>
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<li class="toctree-l1"><a class="reference internal" href="map-challenge.html">Map Challenge 2016</a></li>
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  <div class="section" id="introduction-to-pandas">
<h1>Introduction to Pandas<a class="headerlink" href="#introduction-to-pandas" title="Permalink to this headline">¶</a></h1>
<p>In this course we will focus on using <strong>Geopandas</strong> that takes advantage of <a class="reference external" href="http://pandas.pydata.org/">Pandas</a> functionalities.
Thus, we won&#8217;t have a separate tutorial dedicated for Pandas.</p>
<p>However, if you are interested, you can take a look at this introductory tutorial to Pandas:</p>
<blockquote>
<div><ul class="simple">
<li><a class="reference external" href="http://pandas.pydata.org/pandas-docs/stable/10min.html">10 Minutes to pandas</a></li>
</ul>
</div></blockquote>
<p>Or, you can take a look at following video that might be interesting:</p>
<iframe src="https://player.vimeo.com/video/59324550" width="640" height="396" frameborder="0" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>
<p><a href="https://vimeo.com/59324550">10-minute tour of pandas</a> from <a href="https://vimeo.com/user10077863">Wes McKinney</a> on <a href="https://vimeo.com">Vimeo</a>.</p></div>


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