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how to generate a graph/diagram like Google Analytics's Visitor Flow?

I am trying to generate a diagram similar to that presented by the recent Google Analytics "Visitor Flow". These are also known as Alluvial diagrams.

I can use a web or non-web based solution, as long as I can run it myself.

The data I want to visualize is the following:

  • at time t1, I have x1 units, divided into n1 parts
  • at time t2, the n1 parts split (or merged) into n2 parts, with x2 units
    • i want to show where the splits/merges are taking place.

My data is currently represented with a DiGraph in NetworkX, but this may be irrelevant, since I can output my data in any format required.

Similar to the diagram below

like image 298
pocketfullofcheese Avatar asked Nov 22 '11 05:11

pocketfullofcheese


1 Answers

I thought this was an interesting question, so I made an example alluvial diagram using d3: http://nickrabinowitz.com/projects/d3/alluvial/alluvial.html

And, because d3 is so good at animation, and I thought it would look cool, I made an animated version as well: http://nickrabinowitz.com/projects/d3/alluvial/alluvial-dynamic.html

It doesn't cover everything you might want, but hopefully it will provide some basis. The large block of code in the beginning is just making fake data - you can replace this with your real data, or load it using d3.json. The expected format is similar to the DOM node structure d3 expects for network graphs:

{     // list of time slots t1 through tn     times: [         // list of t1 nodes         [             {                 nodeName: "Node 1",                 id: 1,                 nodeValue: 24332             },             // etc ...         ],         // etc ...     ],     // list of all links     links: [         {             source: 1, // id of source node             target: 5, // id of target node             value: 3243         },         // ... etc     ] } 

I hope that's helpful - this isn't a typical SO response, and it would likely require a certain amount of work to customize to your needs, but I thought it might be useful.

like image 69
nrabinowitz Avatar answered Sep 19 '22 10:09

nrabinowitz