My perfect mix for a rainy fall day (statistically speaking)

The November theme for Rain City Mix Tape Club is Rainy fall jams. It's a good theme, there's lots of songs that just scream out to be listened to on an overcast fall day (especially here in the northwest).
I thought it might be neat to take a more data-driven approach to this mix than usual. I have 3+ years of my music listening data on Last.fm, so I *should* be able to say, quantitatively, what my ultimate rainy fall jams are, based on what I was actually listening to, on rainy days in the fall. The really interesting bit would be whether or not that matched up at all with what I would subjectively choose to put on a rainy fall jams mix.
For a nerdy technical breakdown of how I did it, check out this post.
I was originally just going to take the 15 songs that I listened to the most on overcast or rainy days between September and December. As it turns out, 9 of them were by the same band, because I tend to get obsessive about certain albums.
So instead, I decided the best way to represent the data in a single mix, while still giving it some variety, was to take the most listened-to song by each of the 15 bands I listened to the most during Autumn, under those weather conditions. There were a couple surprises, but for the most part I'm pretty pleased that it actually turned into a fairly listenable mix.
Here's how it ended up:
I tried to link directly to the song, where possible. Last.fm didn't have a streaming version of all of them, though.
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Yo, Get Into It, by Latterman
I wouldn't have guessed this would be my top song on rainy fall days. But it turns out, during cold, rainy weather, I listen to this band way more than anything else. I guess bleak fall days call for an anthemic pop-punk pick-me-up.
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Radio, by Alkaline Trio
This one makes a lot more sense. I'm not a big fan of fall so it makes sense that bleak, depressing songs with a healthy sprinkling of "go f**k yourself" seem just about perfect.
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Cry of the Black Birds, by Amon Amarth
Thor FTW! If I were a viking, I'd do most of my pillaging and plundering between Labor Day and Christmas.
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Across the Shields by Torche
Poppy metal is a great counterpoint to weeks of non-stop drizzle.
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Better Half, by Jawbreaker
I was a little surprised that this song scored this high, but Jawbreaker was one of my favorite bands in High School, and cold autumn days make me nostalgic, so I guess it makes sense.
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Thousand Scars by Envy
I can see Elliot Bay from my office window, and this song + the rain + the cargo ships sailing past = awesome. I can't really explain it. There's just something about it all that looks / sounds rad.
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Rodeo Clown, by Lifetime
Not an obvious fall song, but I listen to this band a lot year-round. Chances are, it would also be on my Winter, Spring and Summer jams mixes, too.
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We're so Small, by The Epoxies
Another one filed under "poppy new wave antidote for gloomy weather."
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Flights End, by Burst
Honestly, I don't even like this band that much. I have no clue how they ended up ranking so high. I guess I just subconsciously gravitate towards Swedish metal bands in the fall?
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Shadows, by Sinking Ships
I can't really put my finger on it, but something about this song seems totally appropriate for this mix, even though it's not terribly obvious.
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Spit Shine Your Black Clouds, by The Blood Brothers
The darkness and weirdness of this song (this whole album, actually) makes a great compliment to those days when you're going just a tad bit crazy because you haven't seen the sun in weeks.
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On the Nod, by Avail
Like the Lifetime song above, this one is on here because I listened to this band all. the. damn. time.
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Train Wreck Love, by Stabbed By Words
This one was a complete surprise. I think this song is pretty stupid, actually. But, it's catchy. The rest of this album is much better.
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Chips Ahoy!, by The Hold Steady
Sometimes you need to feel happy, that's what The Hold Steady is for.
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David Comes to Life, by Fucked Up
This band reminds me that however insane I get while cooped up in the rain all winter, there's a fat, hairy, mostly naked Canadian man who's much, much worse.
