<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>source_name</th>
      <th>source_link</th>
      <th>event_id</th>
      <th>event_date</th>
      <th>event_time</th>
      <th>event_title</th>
      <th>event_description</th>
      <th>location_description</th>
      <th>location_accuracy</th>
      <th>landslide_category</th>
      <th>...</th>
      <th>country_code</th>
      <th>admin_division_name</th>
      <th>admin_division_population</th>
      <th>gazeteer_closest_point</th>
      <th>gazeteer_distance</th>
      <th>submitted_date</th>
      <th>created_date</th>
      <th>last_edited_date</th>
      <th>longitude</th>
      <th>latitude</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>AGU</td>
      <td>https://blogs.agu.org/landslideblog/2008/10/14...</td>
      <td>684</td>
      <td>08/01/2008 12:00:00 AM</td>
      <td>NaN</td>
      <td>Sigou Village, Loufan County, Shanxi Province</td>
      <td>occurred early in morning, 11 villagers buried...</td>
      <td>Sigou Village, Loufan County, Shanxi Province</td>
      <td>unknown</td>
      <td>landslide</td>
      <td>...</td>
      <td>CN</td>
      <td>Shaanxi</td>
      <td>0.0</td>
      <td>Jingyang</td>
      <td>41.02145</td>
      <td>04/01/2014 12:00:00 AM</td>
      <td>11/20/2017 3:17:00 PM</td>
      <td>02/15/2018 3:51:00 PM</td>
      <td>107.4500</td>
      <td>32.5625</td>
    </tr>
    <tr>
      <th>1</th>
      <td>Oregonian</td>
      <td>http://www.oregonlive.com/news/index.ssf/2009/...</td>
      <td>956</td>
      <td>01/02/2009 2:00:00 AM</td>
      <td>NaN</td>
      <td>Lake Oswego, Oregon</td>
      <td>Hours of heavy rain are to blame for an overni...</td>
      <td>Lake Oswego, Oregon</td>
      <td>5km</td>
      <td>mudslide</td>
      <td>...</td>
      <td>US</td>
      <td>Oregon</td>
      <td>36619.0</td>
      <td>Lake Oswego</td>
      <td>0.60342</td>
      <td>04/01/2014 12:00:00 AM</td>
      <td>11/20/2017 3:17:00 PM</td>
      <td>02/15/2018 3:51:00 PM</td>
      <td>-122.6630</td>
      <td>45.4200</td>
    </tr>
    <tr>
      <th>2</th>
      <td>CBS News</td>
      <td>https://www.cbsnews.com/news/dozens-missing-af...</td>
      <td>973</td>
      <td>01/19/2007 12:00:00 AM</td>
      <td>NaN</td>
      <td>San Ramon district, 195 miles northeast of the...</td>
      <td>(CBS/AP) At least 10 people died and as many a...</td>
      <td>San Ramon district, 195 miles northeast of the...</td>
      <td>10km</td>
      <td>landslide</td>
      <td>...</td>
      <td>PE</td>
      <td>Junín</td>
      <td>14708.0</td>
      <td>San Ramón</td>
      <td>0.85548</td>
      <td>04/01/2014 12:00:00 AM</td>
      <td>11/20/2017 3:17:00 PM</td>
      <td>02/15/2018 3:51:00 PM</td>
      <td>-75.3587</td>
      <td>-11.1295</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Reuters</td>
      <td>https://in.reuters.com/article/idINIndia-41450...</td>
      <td>1067</td>
      <td>07/31/2009 12:00:00 AM</td>
      <td>NaN</td>
      <td>Dailekh district</td>
      <td>One person was killed in Dailekh district, pol...</td>
      <td>Dailekh district</td>
      <td>unknown</td>
      <td>landslide</td>
      <td>...</td>
      <td>NP</td>
      <td>Mid Western</td>
      <td>20908.0</td>
      <td>Dailekh</td>
      <td>0.75395</td>
      <td>04/01/2014 12:00:00 AM</td>
      <td>11/20/2017 3:17:00 PM</td>
      <td>02/15/2018 3:51:00 PM</td>
      <td>81.7080</td>
      <td>28.8378</td>
    </tr>
    <tr>
      <th>4</th>
      <td>The Freeman</td>
      <td>http://www.philstar.com/cebu-news/621414/lands...</td>
      <td>2603</td>
      <td>10/16/2010 12:00:00 PM</td>
      <td>NaN</td>
      <td>sitio Bakilid in barangay Lahug</td>
      <td>Another landslide in sitio Bakilid in barangay...</td>
      <td>sitio Bakilid in barangay Lahug</td>
      <td>5km</td>
      <td>landslide</td>
      <td>...</td>
      <td>PH</td>
      <td>Central Visayas</td>
      <td>798634.0</td>
      <td>Cebu City</td>
      <td>2.02204</td>
      <td>04/01/2014 12:00:00 AM</td>
      <td>11/20/2017 3:17:00 PM</td>
      <td>02/15/2018 3:51:00 PM</td>
      <td>123.8978</td>
      <td>10.3336</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 31 columns</p>
</div>

   source_name                                        source_link  event_id  \
0          AGU  https://blogs.agu.org/landslideblog/2008/10/14...       684   
1    Oregonian  http://www.oregonlive.com/news/index.ssf/2009/...       956   
2     CBS News  https://www.cbsnews.com/news/dozens-missing-af...       973   
3      Reuters  https://in.reuters.com/article/idINIndia-41450...      1067   
4  The Freeman  http://www.philstar.com/cebu-news/621414/lands...      2603   

               event_date  event_time  \
0  08/01/2008 12:00:00 AM         NaN   
1   01/02/2009 2:00:00 AM         NaN   
2  01/19/2007 12:00:00 AM         NaN   
3  07/31/2009 12:00:00 AM         NaN   
4  10/16/2010 12:00:00 PM         NaN   

                                         event_title  \
0      Sigou Village, Loufan County, Shanxi Province   
1                                Lake Oswego, Oregon   
2  San Ramon district, 195 miles northeast of the...   
3                                   Dailekh district   
4                    sitio Bakilid in barangay Lahug   

                                   event_description  \
0  occurred early in morning, 11 villagers buried...   
1  Hours of heavy rain are to blame for an overni...   
2  (CBS/AP) At least 10 people died and as many a...   
3  One person was killed in Dailekh district, pol...   
4  Another landslide in sitio Bakilid in barangay...   

                                location_description location_accuracy  \
0      Sigou Village, Loufan County, Shanxi Province           unknown   
1                                Lake Oswego, Oregon               5km   
2  San Ramon district, 195 miles northeast of the...              10km   
3                                   Dailekh district           unknown   
4                    sitio Bakilid in barangay Lahug               5km   

  landslide_category  ... country_code admin_division_name  \
0          landslide  ...           CN             Shaanxi   
1           mudslide  ...           US              Oregon   
2          landslide  ...           PE               Junín   
3          landslide  ...           NP         Mid Western   
4          landslide  ...           PH     Central Visayas   

  admin_division_population  gazeteer_closest_point  gazeteer_distance  \
0                       0.0                Jingyang           41.02145   
1                   36619.0             Lake Oswego            0.60342   
2                   14708.0               San Ramón            0.85548   
3                   20908.0                 Dailekh            0.75395   
4                  798634.0               Cebu City            2.02204   

           submitted_date           created_date       last_edited_date  \
0  04/01/2014 12:00:00 AM  11/20/2017 3:17:00 PM  02/15/2018 3:51:00 PM   
1  04/01/2014 12:00:00 AM  11/20/2017 3:17:00 PM  02/15/2018 3:51:00 PM   
2  04/01/2014 12:00:00 AM  11/20/2017 3:17:00 PM  02/15/2018 3:51:00 PM   
3  04/01/2014 12:00:00 AM  11/20/2017 3:17:00 PM  02/15/2018 3:51:00 PM   
4  04/01/2014 12:00:00 AM  11/20/2017 3:17:00 PM  02/15/2018 3:51:00 PM   

  longitude  latitude  
0  107.4500   32.5625  
1 -122.6630   45.4200  
2  -75.3587  -11.1295  
3   81.7080   28.8378  
4  123.8978   10.3336  

[5 rows x 31 columns]

Visualizing Landslide Data by Region and Year

Visualize landslide data by region and year.

Visualize the top 10 regions with the most landslides in a bar chart