Using Maps with rapid miner
HI ,
I have a table which contains userIDs and their IP address. I want to display the density of user according to the region where they are loggin in from using a MAP.
can anybody tell me if rapid miner has digrams / plots which will let me visualize the density using the MAP (something like map of the world)
Regards,
supadhyaya
I have a table which contains userIDs and their IP address. I want to display the density of user according to the region where they are loggin in from using a MAP.
can anybody tell me if rapid miner has digrams / plots which will let me visualize the density using the MAP (something like map of the world)
Regards,
supadhyaya
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Yes, one could use the GeoIP database to recode IPs into longitude & latitude or country data. Then I'd suggest you to use RapidMiner's R extension. R has some nifty functions to plot geo data with no effort.
RapidMiner has no ready-to-use functions for this.
You could geocode the IP addresses using the Maxmind GeoIP database: http://dev.maxmind.com/geoip/geoip2/geolite2/
For map display, you always need to select a "map projection" and transform the coordinates accordingly.
Then, using the reporting operator, you export a scatterplot with the transformed coordinates. This plot could be laid over a base map.
It's quite an involved process, not really easy.
I'd do the display part using an online map server software like OpenLayers http://www.openlayers.org, Leaflet http://leafletjs.com/ or an offline map generator like MapServer's shp2img tool: http://mapserver.org/en/utilities/shp2img.html.