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I have updated the market data used in my various #earlyretirement calculators to include 2016 to 2019 data. I also found a small bug that when fixed slightly lowered the real stock market returns and might impact success rates in these calculators.
Calculator #1: Rich, Broke or Dead - will your money last you through early retirement
engaging-data.com/will-money-las…
Calculator #2: When can I retire - estimates how long you need to save in order to retire early

engaging-data.com/fire-calculato…
Calculator #3: Visualizing the 4% Rule - understanding how historical data is used to make and test early retirement calculations and safe withdrawal rates

engaging-data.com/visualizing-4-…
Retweet to share these calculators with your followers if you found them useful! 😀
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Engaging Data
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0/ I've enjoyed the #climatetwitter discussions about whether climate scientists should be reducing or eliminating airplane flights and I thought I'd add my own thoughts and opinions to frame this question.
1/ I think that on an individual level, the "let's fly"/"no fly"/"reduce fly" decision is an interesting and complex issue. On the one hand, the marginal impact of one additional passenger flight is, of course, negligible, for several reasons.
2/ By deciding to get on a plane that is already planning to fly to its destination, you are going to perhaps use a tiny bit more fuel because the plane weighs a bit more with you and your luggage.
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