I'm flabbergasted that you only spend $4500 in a year on groceries. That's only $86 a week. I think I spend at least 50% more.

How did you manage a whole year with just $1k in shopping?

They collected on those bets.

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This is actually pretty insightful! Being a Patriots fan, I'm well aware of the pace of 3 of the 4 games you share, as well as the last Chiefs win. The quality of the game seems to negatively impact earnings, but only in terms of "come back victories". The game against the Rams was a great game, with a defensive showcase, but even with the home team playing, it wasn't enough to distract the locals.

Without the first game, it would seem consistent that you make a bit more during and shortly after the game. (Perhaps "winnings" by bettors?) Perhaps someone won big in 2018?

Regardless, you obviously upped your earnings each year, which is commendable for anyone. =) Keep it up, and Go Patriots! =)

Data comes from my bank transactions, google chrome web history, gmail email data (both accessed through Google Takeout), as well as responses to my daily Whoop (fitness tracker) journal. Compiled and analyzed in Python. Visualizations using Plotly. Insights developed through several combined ML approaches.

That's one expensive deck

It was quite a surprise to me, and having the percent based view really showcases it.

A major contributor that was lacking from other years was a vacation. I did not travel or go anywhere last year. It was quite dull.

so little for entertainment :(

Made with https://sankeymatic.com/build/

All values and data taken from US W2 tax forms, IRS tax return info, employer pay stubs and bank statements.

Expenses are for a low CoL location for a single male, early 30s.

Decided to show all expenses as a percentage of my base income. Not sure if this gives a better picture or not. I make these each year as a product of managing my finances, but only share occasionally.

A few notes:

No cellphone bill. Employer pays that.

Groceries includes food, hygiene, and cleaning products.

Easy…

It’s 0 to 90 on a scale of lines that measure the ups and downs of the topic of what and how and the difficulty as perceived and also related to being a developer and then there’s the years where up and down blue lines are going left to right…

I think is speaks for itself really /s

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Yes. And everyone deserves the opportunity to learn to be better. Even if they're just trying to be heard

Scratch that—just checked their profile—change DM to OnlyFans subs.

Zero as compared to zero. My DMs are closed on all public platforms :)

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Moral of the story is apply up!!!!

Edit: and do therapy

Can someone show the projected number of DMs this person will get in the next 24 hours compared to baseline?

Ha I would hope someone in school for a stats degree would make something better than a basic bar graph. :)

Visiting Greece was one of my greatest joys! It’s an incredibly beautiful place.

Usually the people aggressively trying to sound like the smartest person in the room, are...believe it or not, not very smart. They just want to be heard.

Thank you! It was a long learning curve for me.

Spike doesn’t seem like the right word.

And of course this is awful, but it would’ve expected it to be higher given the circumstances.

My job search in a major city with COL 10% higher than national average. Highlighted cell is my current position salary. I over-applied because I didn't realize the extent of my qualifications. I used SankeyMATIC to generate and excel/word to add cells (sorry don’t know how to do otherwise)

Fascinating but I suspect the null hypothesis remains unmoved