It lets you type in a word (I think it only has the most frequently used 100,000 words, though?) and will map its frequency of use in tweets (either by county or just by hotspots) across the continental US.
Here are some fun ones.
The differing distributions of “geek”, “dork”, and “nerd”:
“Canada”, “Mexico”, and “America” (I would have used “United States”, but it just takes words, not phrases):
“North” and “south” are nicely clustered around the states with those words in their names:
I did a little experiment this evening (because why the hell not). I wanted to see which states Idaho is most commonly grouped with when the country is split into “regions” (because I’ve seen it put into the Pacific Northwest, the West, the North West, etc., each with different states along with it). So I went to Google Images and typed “regions of the US” to see what I could find.
I looked at 50 different maps and recorded how many times each state (apart from Idaho, of course) was grouped along with Idaho.
States like Mississippi and Louisiana and such were grouped on some map showing the nuclear regions (or something like that) of the US.
Heat map courtesy of here.
Interesting to see the difference in grouping frequency between our state to the east (Montana) versus the two to our west (Washington and Oregon)
That was probably the easiest border crossing I’ve ever had, and I’ve always had super easy border crossings. It probably took a total of 10 seconds, seriously.
And I got to see my mom again, which is super cool ‘cause I’ve missed her since January (and it seems like I’ve been gone longer than that).
And now to chill in Moscow for a few days.
Okay, so it’s super late, but I have news that I can finally talk about (this was what I hinted at on Saturday).
Nate and I will be leaving in the middle of May to go on a three-week-long road trip through the western US. We’re going to see things like the California redwoods, Yellowstone, Four Corners, the Grand Canyon, Vegas, and a major league baseball game in San Francisco. We’ll also be in Moscow for a few days.
I will post pictures, of course, probably on here and on Facebook (even though I never use Facebook anymore).
I miss Americans.
Is that a weird thing to say?
Like, Canadians are super cool and so are all my grad school friends from across the globe, but I miss my fellow USA peoples. At UBC, the incoming psych grad students were pretty much split 50/50 between Canadians and Americans, but I’m literally the only American grad student in the stats department here. It’s weird.
Hello again from 2015!
Let’s start the year off with some interesting numbers, eh? Specifically, some numbers regarding different fields of education in the United States.
The above.gif (source) shows the field type of Bachelor’s degrees by state, ranked by top percent of degree by field. I can’t read as fast as the .gif goes, so here are the screenshots for each type of degree. Click on the piccys to make them grow.
Psychology and Social Sciences:
Science and Engineering-Related:
Biological, Agriculture, and Environmental Science:
Liberal Arts and History:
Literature and Language:
Computers, Mathematics, and Statistics:
Visual and Performing Arts:
Physical and Related Sciences:
Idaho’s good at Communications and Ag…and not much else, haha.
Dear United States:
Are you seriously risking pissing off North Korea because of one dumb little movie? Really? The movie theatre threats are probably something that’s best treated with caution whether they’re real or not, so it makes sense to pull the showings of The Interview, but is it really a threat to your freedom to do so? I mean, really? It’s a movie. It’s a political satire, and probably a bad one at that (if not, then at least one in bad taste). At least Team America was poking fun at US attitudes more than anything else, but The Interview really just sounds like its goal is to make fun of Kim Jong-un. Not the smartest thing to do.
You’re a big boy now, United States. Calm down, think before you act, and play nice with North Korea. Maybe just sit by yourself and read a book or something. Or go play hopscotch with Canada.
Edit: DID THE U.S. JUST GET IN A FLAME WAR WITH NORTH KOREA? Good lord.
This holiday is always interesting, especially with my group of friends on Facebook. A third are very much “ZOMG ‘MURICA!” and another third seem to be quite ashamed of this country (the last third are pretty quiet, haha).
Some people think the US is the greatest country in the world. Some people don’t. However, regardless of what you think of the current state of the States (ha), I think that this country has a fantastic and amazing history, both good and bad, and I believe that the history itself is worthy of acknowledging and celebrating. Sure, we haven’t done everything right (or even most things right, depending on who you ask), but if you think about all that has happened in the United States in the past several centuries, it’s pretty freaking fantastic.
So if you’re not into celebrating the US as it stands today, I would suggest at least giving a nod to the country’s history. It’s good, it’s bad, and it’s everything in between. And it’s ours.
And I think that’s important to acknowledge.
Now go blow some stuff up.
Hahaha, this is great.
I AM SO FREAKING STRESSED SORRY
Well this was cool to do.
What the colors represent:
- Red: states/provinces where I’ve not spent much time or seen very much.
- Amber: states/provinces where I’ve at least slept and seen some sights.
- Blue: states/provinces I’ve spent a lot of time in or seen a fair amount of.
- Green: states/provinces I’ve spent a great deal of time in on multiple visits.
I like how I’ve been all over the West Coast and the Great Lakes area, but very few other places (I went to Boston for that APS conference in May 2010; my grandparents used to live in St. Louis).
I also realized after making this that I’ve also been to Washington, D.C., but since that’s its own thing and not technically in a state, I decided to leave it as it is.
If you click here, you can make one of your own!
Some of the interesting ones to me:
- I pronounce “crayon” like “cran” (rhymes with “can”), which is the common pronunciation in Minnesota/Wisconsin/Michigan/that region.
- I pronounce “realtor” as “reel-uh-ter,” which is a little more common in the Midwest/upper south.
- I pronounce “roof,” “room,” “broom,” and “root” with the same vowel sound, which is very common in the south and New England.
- My “route” rhymes with “out” and that would probably get me beat up in New England, who strongly prefers that it rhyme with “hoot.”
- I say “garage sale” rather than “yard sale” or “rummage sale.” Garage sale is common in Tornado Alley.
I am once again in shock regarding how difficult seemingly small/simple things can be when handling things across the US/Canadian border.
I’ve posted this video before, but I’m posting it again to support my point (and because it’s pretty cool):
We’re practically conjoined twins. As such, some of the things one might think as difficult to accomplish on an “international” level (like, I don’t know, moving all your possessions + animals across the border in an unmarked white van with suspicious tinted windows*) are surprisingly easy and hassle-free.
Simpler things, like terminating a Canadian cell phone contract (even after waiting until the contract is up), take OMGWTFBBQ-levels of work.
Taxes? They’re kind of in-between. There’s really no way to explain that yes, I lived in Canada last year, but I lived in two different provinces AND I didn’t actually live there on December 31st because I had to go back to the States in October. So I just wrote a nice little note and stuck it in with my return. Hopefully they’ll get the info they need and not send Dudley Do-Right down to Arizona to get me.
…Though that WOULD be entertaining.
Also: “Dr. Binmidnildedindindin.” God I’m glad Metalocalypse is back.
*Yes, this is how I moved all my stuff up for grad school. Big white just-the-right-size-for-bags-of-illegal-substances van, half-drugged cat on a towel, nervous pair of Idahoans in the front seats. Went inside, showed them my passport and study permit, and we were on our way to Vancouver. Same thing happened going to Ontario.
As I was falling asleep last night I thought up another (dinky) analysis I could run on the Craigslist data.
Question of interest: what state(s) had the highest proportion of Craigslist personal ads compared to their total population? Easy little analysis, I know, but it’s a fun thing to look at.
So here we go!
This map shows a gradient from white to deep purple. States that are whiter have a lower proportion of Craigslist ads with respect to the total state population. States that are a deeper purple, therefore, have a HIGHER proportion of Craigslist ads with respect to the total state population.
The three states with the lowest proportion of Craigslist ads:
West Virginia (0.021%)
The three states with the highest proportion of Craigslist ads:
Washington, D.C. (1.055%)
And yes, I realize Alaska and Hawaii aren’t on this map (and weren’t on the original US of Craigslist post either). Sorry about that. I’d remedy that, but it’s late and I want to go read some fanfic before I go to sleep. Hawaii’s the same color as Nevada; Alaska’s the same color as Illinois.
Sweet Jesus crackers, it’s data time!
Over the past month I’ve been collecting data off of Craigslist; specifically, data from the Craigslist personals. This is mainly because statistics is my crack I like to flex my analytical muscles as often as possible and I’ve been in a data drought for far too long.
Anyway, enough blabbering. ONWARDS!
Data: Craigslist Personals from all 415 individual Craigslist listings* within the United States, divided into the four main categories:
WFW: women seeking women
WFM: women seeking men
MFW: men seeking women
MFM: men seeking men
The data were collected over a 13-day span (March 1 through March 13). I recorded the number of personals under each listing that were posted within the last 15 days of whatever day in the 13-day span on which I was doing the collecting. So keep in mind there might have been some post-Valentine’s Day angst-driven posts for some of the listings.
Results of interest:
1. (via extrapolation) Approximately how many Craigslist personal ads (in the United States) are posted yearly?
2. (via correlation) How highly correlated are the number of ads per state and the population of the state? In other words, do more populous states have more personal ads?
3. (via graphs) Where in the United States do homosexual personal ads (WFW, MFM) outnumber heterosexual personal ads (WFM, MFW), and vice-versa?
4. (via way-too-meticulous-digging-through-individual-listings) Are there any individual listings that can be considered “unnecessary” due to lack of posts? Are there any individual listings that should be further divided due to way too many posts?
Let’s do this!
1. Approximately how many Craigslist personal ads in the United States are posted yearly?
Within 15 days, there were a total of 297,141 personals posted. That’s almost .01% of the US population.
Assuming there’s a fairly uniform number of personals being posted year-round, that would be a total of 7,230,431 ads per year (about 2.3% of the US population). That’s a lot of Criagslistin’.
2. Do more populous states tend to have more personal ads?
This’ll probably end up as a “duh,” but it’s worth checking out. Maybe EVERYONE in Wyoming is posting because they can’t find one another, while everyone in Cali is shying away from personals because they’re so sick of being around people.
Food for thought.
Here’s a quick little graph just to give you the idea of the range we’re talking about here.
State with the fewest number of ads: North Dakota (201 ads in 15 days)
State with the most number of ads: California (46,016 ads in 15 days)
To check if there’s a correlation between state population and number of ads, I ranked the states by the number of ads and also by the population, then ran a Spearman rank correlation on the two rankings (non-parametric statistics FTW).
rsp = .837
That’s a pretty high correlation, I don’t care who you are. So yes, the higher a state’s population, the more ads they are likely to have on Craigslist. Durh.
3. Where in the United States do homosexual personal ads (WFW, MFM) outnumber heterosexual personal ads (WFM, MFW), and vice-versa?
This was an interesting one that didn’t quite turn out as I expected. For one, there were more ads in the MFM section than any of the other three sections for pretty much every single listing. This brought the total of the homosexual ads well above the total of heterosexual ads for most listings. That alone was surprising to me.
What’s even more surprising, though, is the pattern of homosexual- and heterosexual-dominated ads by state. Here’s a map that breaks the states down by the ratio of homosexual ads to heterosexual ads.
In order to make keying this thing easier, I centered the ratios at zero, where zero indicates a ratio of 1:1, negative values indicate a ratio of more than one heterosexual posting for every homosexual posting, and positive values indicate a ratio of more than one homosexual posting for every heterosexual posting. I color-coded the map by creating six intervals on either side of zero, with each interval increasingly more imbalanced (fewer/more homosexual postings per heterosexual posting). Therefore, the more intense the colors get, the more imbalanced that state is in terms of the ratio of homosexual to heterosexual postings. I’m dumb and lost the original ratios, but they ranged from .292:1 (.292 homosexual posts for every heterosexual post; South Dakota) to 3:1 (3 homosexual posts for every heterosexual post; Washington, D.C.). States that have more homosexual ads are a deeper red; states that have more heterosexual ads are a deeper blue. States that have a near 1:1 ratio are white.
Can any of you dudes see any sort of demographic that this pattern follows? I was thinking that maybe the ratios followed the red/blue states, but that doesn’t appear to be the case. I also thought that maybe it would vary by general geographic region, but that doesn’t appear to be the case either (except for the Northwest, which is pretty “neutral” overall). Interesting stuff.
4. Are there any individual listings that can be considered “unnecessary” due to lack of posts? Are there any individual listings that should be further divided due to way too many posts?
This wasn’t as tedious as I thought it’d be…just basically involved going back through the data for the individual listings to see if there were any that had HUGE amounts of ads or any that had virtually none.
Some points of interest:
The average number of ads posted per listing was exactly 716.
Pierre, SD had only three ads posted.
New York City had 23,122.
WFW had the fewest ads overall (7,923 for the whole country), while MFM had the most (191,753).
Cool stuff, eh?
*when I say “listing” I mean things like “Pullman/Moscow” under Washington’s state or “Rockford” under Illinois…all the individual cities/towns/regions. When I say “personal” or “personal ad” I mean things like “Good Man Wanted” under Tippecanoe’s WFW section or “SEXCAPADES” under Boulder’s MFM.
Things that are surprisingly easy to do:
– Withdraw from a Canadian university for medical reasons.
– Hire a company to pack all your apartment’s crap and haul it across the country for you.
– Love Coldplay’s new song Paradise. OH MY GOODNESS SO MUCH LOVE FIVE STARS FIVE STARS FIVE STARS.
Things that are surprisingly difficult to do:
– Cancel your Canadian credit card.
– Transfer Canadian funds to a US account.
– Terminate a Canadian cell phone contract.
– Send medical info from the US to Canada.
– Figure out how much money you’re getting for being a TA for part of a month.
– Doing all of the above in the exact appropriate order so that it all works out in the end.
Hooray stress! Perhaps today’s meme entry will alleviate anxiety.
30-Day Meme – Day 22: Your deepest fear.
Haha, nope, no stress relief. I’m afraid of failure. Failure defined on my own terms. I’d go into more detail but I’m getting really
distracted by the slot machines behind me (I’m stuck in the Las Vegas International Airport for four more hours) and I’m super tired of traveling, so I’m just going to leave things off here.
It happened before Facebook. It happened before YouTube. It happened before the iPhone. It happened before Wi-Fi became widespread.
But the news of the first plane hitting the World Trade Center spread across the country probably faster than any of us could have imagined.
I remember waking up that morning to go to school. My mom already had the news on. It was shortly after the first tower had been hit, and as such there was still a great amount of confusion amongst the news reporters about what exactly had happened. Yes, the tower had been hit by a plane, but there was still speculation regarding whether it was an accident.
I personally remember thinking that’s all it was as I packed up my stuff to walk to school (8th grade). I think my most distinct memory of the day was when I first got on campus a little bit later. Students were rushing into the building, parents exiting the parking lot quickly. I saw my friend Amy, also in a hurry, pass me on her bike.
“What’s going on?” I asked.
“The second tower just got hit,” she said. “Big news. Everyone’s talking about it.”
I really don’t remember much else from that day. School didn’t happen, that’s for sure; every TV in every classroom was on, every pair of eyes in every grade watching silently as the events unfolded.
School didn’t happen for the rest of the week, either.
I think if I had been a few years older I would have remembered more. I actually remember September 11, 2002 more vividly because of how afraid everyone was about a similar even occurring on the one-year anniversary.
I guess there’s really not much I can say that hasn’t been said by anyone else today. I hope all those killed (yes, ALL those killed), both on that day and from events resulting from that day, rest in peace.
That is all.
Total re-addiction to OK Cupid = accomplished.
Oh, and here’s the route for the next six days:
Wednesday: Moscow, ID to Bozeman, MT (~450 miles)
Thursday: Bozeman, MT to Rapid City, SD (~460 miles)
Friday: MOUNT RUSHMORE, OMFG (PRESIDENTS!)
Saturday: Rapid City, SD to Rochester, MN (~575 miles)
Sunday: Rochester, MN to Kalamazoo, MI (~494 miles)
Monday: Kalamazoo, MI to London, ON (~266 miles)
YAY, I’m in Moscow again!
So the first thing my mom and I did was go to WinCo to get groceries for the time we’re here.
A standard packet of shredded cheese cost $2.49
You can’t buy a head of lettuce for that price in Vancouver. WHAT.
So I bought two bags of groceries and it all cost less than $40. One bag up north usually costs $50 or $60.
Well, anyway, I’m back. We all need to hang out.
Today’s song: Warp 1.9 (feat. Steve Aoki) by The Bloody Beetroots