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20<br />

Parking Availability – Use Cases<br />

The main screen of the application displays<br />

a map:<br />

• «Modelled» car parks (those for which we<br />

collect occupancy data) are highlighted;<br />

• Carpooling spots and unmodeled car<br />

parks are also represented;<br />

• A colour code makes it easier to recognize<br />

the busy areas in terms of number<br />

of events.<br />

The visualization of the graph allows the user to take a look at<br />

the historic and forecast occupancy rates. Thanks to the use of<br />

the Dygraph package, the user may notably:<br />

• Easily select his study timeframe, via the selector located below<br />

the curve or directly by selecting the data on the corresponding<br />

curve;<br />

• View the values ​of occupancy rate of the car parks every 15<br />

minutes, by flying over the curve with the cursor of his mouse.<br />

Note that weather and event data are displayed on the main<br />

screen, below the graphic, to allow a more complete analysis.<br />

Test our Parking Availability BOT<br />

By combining the work of our Parking Availability BOT and the dataviz<br />

skills of our Datascience Team, you can now have a look at the occupancy<br />

rate forecast for several car parks in Île-de-France.<br />

https://datascience-lab.sia-partners.com/?portfolio=forecast-parking-availability

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