Street Fighter 2 and Data Analytics

In 1994, I was 12 years old. I had my own SuperHe has lived in Virginia ever since.
Nintendo from months of hard work andAnalyzing the Data
dedication. My brother Matt was 22 years old andInitially we only cared about the overall win/loss
temporarily living at home. We didn't have a lot inrecord. But as time progressed we realized we
common. He liked sports while I was more of acould use the data we had collected as a basis for
comic book guy. The one place we could connectoptimal character selection. For example, according
was sitting in front of the SNES with controllers into our date, Sagat beat Zangief 92% of the time,
our hands. Our game of choice was Street Fighterwhile Guile beat Zangief only 71 % of the time.
2 Turbo.Clearly, Sagat was the wise choice in this situation.
It was really the perfect combination of ourIn the end, we logged 5,157 matches. The results
tastes in entertainment - competitive enough forwere amazingly close. I led with 2,608 victories,
the sports fan, and stylized enough for the comicwhile Matt has secured 2,546 victories. We tied 3
fan. Our skills were nearly equal, and grew intimes. Our most played match was between our
parallel as we battled daily after school.two best characters: M.Bison (me) versus Ken
One day Matt suggested we start keeping track(Matt). We fought that legendary battle 311 times,
of all our battles in a log. I have always been awith M.Bison mopping the floor with Ken 182
fan of making lists, so I was all for it. We used atimes.
financial ledger that was originally intended forI used an OCR software to read the data sheets
Matt's accounting class. We tracked whichinto an Excel spreadsheet (thank goodness I have
character was used in each battle, and who wongood handwriting), and some interesting results
and lost (or tied, which is extremely rare). Wecame from analyzing the data. We only pitted
fought at least one match every weekday forcharacters against themselves 4% of the time.
three years. Our rules were simple: The winner ofWe picked Chun Li more in the summer and E.
the previous match had to choose their characterHonda more in the winter. I never once pitted
first in the next match. No choosing the sameVega against Zangief.
character twice in a row.The original log book was lost over the course of
Three years after we began my brother movedmoving three times. The Excel spreadsheet was
out again, ending our daily ritual. We would still playlost during a hard drive failure, before I knew the
a few matches here and there, but thevalue of back-ups. I only had the statistics listed
momentum was falling. We logged our last matchabove written down in an old notebook.
right before Matt left Minnesota to join the Navy.