For the charts below, I used the user-friendly version of the IRS data from Emmanuel Saez's webpage (specifically, Table A6, which includes capital gains income in the numbers.)
Here are percentage income changes for the bottom 90% and the top groups. I've labeled the bars with the raw changes (in 2006 dollars):

This graph shows just the raw changes:

So, for the bottom 90%, average household incomes were $1410 lower in 2006 than in 2000, while people at the top--especially at the very top--have seen their incomes continue to climb through the Bush years.
Emmanuel's tables don't show a detailed breakdown for the bottom 90%, but I gather from the numbers in the article that incomes have declined on average for household with incomes of less than $75K (61% of households, according to IRS figures). So, the headline for the article could have been "Income Has Fallen from 2006 Level for Lower 60% of Households"
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