Welcome!

1) There is no one standard way of feeding data to the charts.  You can 
have a fixed data set, implemented in javascript; you can query a Google 
Spreadsheet for data; you can use server-side scripting (php, java, python, 
etc) to dynamically generate data sets on page load (pulling data from, for 
example, a SQL database); you can use AJAX to pull data from a data source 
and feed it to your charts.  Use whichever method works best for you.
2) It's not exactly a standard, but you can use this as a guideline: 
http://code.google.com/apis/ajax/playground/?type=visualization#full_dashboard
3) In general, best practice is to not pass any sensitive information as a 
URL parameter.
4) I'm not quite sure what you want here, can you expand on this a bit?

I would recommend starting with something simple.  Play around with the 
charts on the Visualization Playground; experiment with the different ways 
of constructing them and how the options change the way they look.  When 
you have a feel for the way things work, try building your own from 
scratch.  Dashboards are a bit more complex to implement than individual 
charts, so I would stick to just the charts to begin with.

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