The Short Version
Recent IRS-based data place the top 1% at roughly 38% to 42% of federal individual income taxes, so “approximately 40 percent” is an accurate summary. The claim is reliable when read narrowly as individual federal income tax share. Confusion arises only when it is mistakenly compared with the top 1% share of all federal taxes, which is a different measure.