RT @neingeist: https://t.co/puUPsaXLiV
RT @Jowanza: Working on some population estimation for a project and found this Wikipedia entry fascinating: https://t.co/C18OHRXUde
My score is about 50%. https://t.co/9iyPH4pOCD
It's snowing 🌨, I'm drinking tea 🍵 and doing #rstats. 😍
@dataandme I tried to fix it after school yesterday and her bangs are SHORT now. 😳
@jkru @astrohummel @tek_keller I ❤️❤️❤️ awk, and have for a very long time.
Was Julie helping me because I don't know anything about Python package management? Yes, yes, she was. https://t.co/HGU1oOQvLe
@JennyBryan I believe we've gotten THREE NOTES this fall from our various kids' classes about lice. The first came… https://t.co/N9TYKpcIq7
@Jowanza I have some ideas -- NLP stuff, probably unsurprisingly. Nothing too firmly set, though.
Am I downloading 1+ Gb (zipped) of Reddit comments from Election Day?
I am. 😯

https://t.co/XWccHJLo1m
RT @andrewheiss: Like this took 5 minutes to whip up https://t.co/c3W3kYF9Zo (preparing an index for a book)
RT @andrewheiss: *Finally* playing with @juliasilge and @drob's tidytext #rstats package and I'm completely blown away by it. https://t.co/…
SUPERMONGO FOREVERRRRRRRRR

(Not really. Not really AT ALL.)

(For me, it was C + silly amounts of awk + supermongo… https://t.co/Ne7VQTTI3q
@elliewix @jkru If you need another resource, this one at @STAT545 is also excellent: https://t.co/kJspIMzfJf
@elliewix @jkru Sure, I was just giving Julie trouble. Your plots are BEAUTIFUL!
@jkru Julie, that shit is exactly tidy data and it will CHANGE YOUR LIFE.
@jkru Somebody needs to learn about TIDY DATA PRINCIPLES.
@DeCiccoDonk I have to decide how to try to fix it this afternoon after school. 😞
Listening to the @rstudio webinar and Garrett just said: "BUT I DON'T WANT SNOWMAN!"
We discovered my 7-year-old cut her own bangs. It... is not a good look. 😐
RT @DataWookie: satRday in Cape Town https://t.co/MnT1LU9ZJB https://t.co/9IB3t8m7ed
@groundwalkergmb I actually have a conference paper on ASTRO 101 textbooks: https://t.co/52idj2Hoff
@groundwalkergmb They were for teaching! 😉 ASTRO 101 is the bread-and-butter of teaching for astronomy departments.
@maxjrosenthal For casual breakfast, The Park Cafe. For good drinks, Undercurrent, Avenues Proper, Beer Bar. The snow has been looking good!
@maxjrosenthal For food, I would say @PagoSLC, @FincaSLC, Laziz Kitchen, Publik Kitchen. For coffee, also Publik, @labarbaSLC, @TheRoseEstb
@chrisalbon BOOOOOOOOOO...
@AndreaUrbanPhD Did you move all of yours?
@astroeringrand I think that many of mine are not latest edition anymore; I wonder if it is still worth it...
@seankross OMG, SEAN 😂😂😂
RT @LindaRegber: Bad Dataviz: This map of every pub in the UK is super helpful. via /r/dataisugly https://t.co/5K7GjbewCk https://t.co/jzG7…
@darinself OMG, this is my favorite.
@tdhopper Data science will outlive my willingness to teach as an adjunct.
Me, not that long ago: "Data science sounds like a good fit, but OTOH I have all THESE TEXTBOOKS ALREADY!" https://t.co/cM9ZYtquFq
I think this data science thing is probably going to stick, and I can get rid of this shelf of slightly-outdated ASTRO 101 textbooks.
@hadleywickham @jeffmorgen I've never had eggnog with tequila in it! 😳
Well, this is awesome. Astronomy AND clothes, both things I have loved for a long time. https://t.co/1V2hiXa2Ns
I'm feeling real, real iffy about this whole Electoral College thing we still have going here, guys. @khayeswilson… https://t.co/L71PA255xN
@EconAndrew @YhatHQ OK, you got me!
RT @drob: A tidyverse approach to ROC curves #rstats https://t.co/buizc7U9ns
@drob theme_minimal?!?!????
RT @justinshanes: Amazon thinks my recent humidifier purchase was merely the inaugural move in a newfound hobby of humidifier collecting.
RT @philipbstark: If @realDonaldTrump is right that &gt;3MM voters were illegal, sample of 250 voters has 99.7% chance of catching &gt;=1. Let's…
@groundwalkergmb The Electoral College electors? I haven't checked, actually.
Just called my Republican senators to tell them I didn't think they should confirm Sessions as AG.  ¯\_(ツ)_/¯
@minebocek I love this A LOT.
Things like git reset --hard still make me real nervous. I prefer to only use the 4 git commands I actually trust/understand.
@yrlaNor Oh nice! That all looks really interesting.
RT @JennyBryan: I love that Google Code-in, for kids 13 - 17 interested in open source s/w, reflects a realistic mix of tasks. https://t.co…
RT @kara_woo: O'Reilly ebooks and videos (including my ggplot2 course) are 50% off today with discount code CYBER16. https://t.co/suCpi2MZ1G
@treycausey @ftrain THIS IS AMAZING.
RT @seanjtaylor: In particular, the idea to extend @hadleywickham's tidy data paradigm to text data is really powerful. Tons of hard things…
RT @seanjtaylor: .@juliasilge &amp; @drob are writing a really nice book on using R for text analysis (a task I usually use Python for!) https:…
Back to life, back to reality https://t.co/A6yi34HkeD
RT @DataWookie: Humpback whales. https://t.co/K8tVIhD3sS Another reason to be at satRday (although might be too late for whales!). https://…
@SKEdman Post-election McMullin has been 🔥🔥🔥.
RT @levithatcher: If you want enhanced job opportunities after grad school, learn the basics of git, databases, machine learning, and packa…
@earino Huh, that is definitely interesting.
RT @kateleth: "Why do I keep seeing better journalism from Teen Vogue than some major publications?" Well, friends: https://t.co/pB8TzJJmFe
RT @joewillage: Finally reading tidytext book by @drob &amp; @juliasilge. Text part is good so far, but also lots of dplyr things I didn't know…
RT @b0rk: floating point https://t.co/x83WTFeSV4
@JennyBryan My kids' hair is all either long or really curly... 😵
@JennyBryan @polesasunder Oh Jenny, you are stressing me out with this so much. https://t.co/EjDY7HgJLd
@earino 
My kids, first: "How many days until Halloween?"
Next: "How many days until Thanksgiving?"
Now: "How many days until Christmas?"
@dataandme 😅 My husband's name is Rob, and one of my kids' names is Grace.
HAHAHAHAHAHAHAHA OMG why do any of you follow me on here... @drob #rstats https://t.co/HrmHk7cjMI https://t.co/Eu0IpVQTa3
RT @kelkulus: CIA: We've tried to kill Fidel Castro 600 times and failed
2016: Hold my beer
Oh my goodness 😍😍😍 https://t.co/YOamYAplLB
@ma_salmon OMG 😂😂😂 

Communicating is hard, and I haven’t had coffee yet.
@ma_salmon @drob It's an idiom! "That's enough! No more for you! You've taken this far enough!"
@ma_salmon @drob I have been demanding A LOT of high fives lately from people, to the point that my husband is threatening to cut me off.
I'm feeling a little impatient about waiting that long, though, TBH.
These beauties arrived today and are going to get wrapped up under our tree for Christmas! 🎁 @jewelbots https://t.co/IYtwZ9ocAB
@tylerrinker Ah, I didn't find this in my searching earlier!
@andrewheiss 😅 Yes, to be fair, our youngest does sometimes seem rather suspiciously gregarious.
@Jfpohl We still haven't been!
I can tell my children are genetically related to me because they are so happy staying at home not doing anything i… https://t.co/jhF2ntx7IX
RT @MeganRisdal: I put together this dataset of fake news sources ... It's just a start, would love contributions! cc @fastml_extra https:/…
@Jemus42 This movie is, TBH, esoteric enough without trying to watch it out of order.
@Jemus42 whole time we were watching the beginning. Until we put in the second tape and realized it was ACTUALLY THE FIRST TAPE. 😭😭😭
@Jemus42 I watched this movie in college with my roommate, who was a Russian major. It came on two VHS tapes, and we were SO CONFUSED the
If people didn't have all their .travis.yml files on GitHub, I would never ever get anything to ever build. Ever. So thanks, everyone!
@Nicole_Cliffe He was a bit of a college playboy, but in many ways he has his shit together and is a grown-up. And the charm/chemistry. 😱
@Nicole_Cliffe MEEEEEE TOOOOOOO... I really like them together.
@bstrain1 @dataandme You can check out the post for details; there is a function that does it in an `echo = FALSE` chunk.
@quominus @drob I'm not sure right now, TBH. Definitely/obviously the syllable counter.
@dataandme Mara! https://t.co/qOxA7Y2pE1
@pete_stmarie to an estimate of grade level using a short bit of text.
@pete_stmarie That's a great question! I would need to do some exploring, but they are measured using LOTS of sentences so low compared
@quominus That is a very interesting proposition to consider! 
@drob, what are your initial thoughts?
Reasons being these, naturally: https://t.co/ieWRr776Oz
It has an ~8th grade score, lower than "Anne of Green Gables" by ~1 year.
Well, FOR REASONS, my husband just asked me to repeat the readability scoring for "All Quiet on the Western Front": https://t.co/XdhAHWjWsu
@TechnoPhobe01 James Joyce, man. What was up with that guy...
@kearneymw @ma_salmon OMG I love this idea. https://t.co/PgHkRTeHfK
@ibddoctor In my research for this, I saw that SMOG is used a lot in healthcare/medicine! Super interesting area.
RT @sarahmei: Elf on the shelf: a post-9/11 NSA program designed to accustom our children to the surveillance state.
@nest No, no, not in error. Just the turkey!
Part of measuring readability involves counting syllables! Here are the distributions of syllables per word in the… https://t.co/SCMH1JUKxb
NEW POST: Measuring readability in text using tidy data principles #rstats https://t.co/wysFpPPprt https://t.co/zCaO7c6pvG
The @nest people should write a blog post about how many smoke alarms went off yesterday. (I know ours did.)
RT @BoogTweets: *Busts through Kool-aid mans wall*

Kool-aid man: Not cool. What I do is fake. This is our home

Me: I'm sorr…

*A sippy cu…
RT @Ted_Underwood: If we come through this without getting everyone killed, it will become 22nd-century schoolkids' fav. hilarious part of…
You can know you invited fun people to Thanksgiving dinner when the after-dinner games turn to Fibonacci numbers. @astrohummel
Thanksgiving success! 🦃 https://t.co/TjytFxBCBx
@lucaswmuller 😵
@dataandme I say embrace it. Me with a new baby: https://t.co/EBTusA57P8
@earino Well, not the lightbulbs, just a lamp on a wifi switch.
@dataandme HAHAHAHAHAHA... OMG, I love babies so much. I mean, we are totally done, but I luuuuuuuuuv them. The oxytocin hit!
@earino We use it most for playing music. We also have it set up with IFTT for the garage door (which is super nice), one of the lamps, etc.
@earino Oh cool! Yes, I have met Célestin through connections from my faith tradition/church/etc.
@earino His name is Célestin Musekura.
@earino Was is more South Africa or Rwanda or what? I ask because I know a little bit someone involved with the Rwandan reconciliation work.
@earino OMG 😵
@xtophercook YOU CAN DO IT. I'm sure you probably have lots of resources, but just in case, I've heard this is good: https://t.co/6NHvpHehLo
@levithatcher I am truly looking forward to not driving.
@xtophercook Nice! Thanks for the mention.
RT @xtophercook: Can you see, from this graph of what time of day I tweet, when Newsnight is on? (have been cribbing @juliasilge's coding)…
My husband is reading only depressing non-fiction, all "YOU KNOW WHAT I AM GOING TO BE EVEN MORE WOKE NOW."
I am reading only escapist fluff fiction, all "THE WORLD IS TERRIBLE LA LA LA LA."
My husband's and my reading habits could not be more different right now.
RT @astropixie: Holiday Gift Ideas!

https://t.co/c1fcmJDdDL https://t.co/iDHXUsGrUt
RT @ellis2013nz: Adding some (minor) polish to that well-known Arctic sea ice graphic with viridis colours, #ggplot2 and #rstats https://t.…
@rad_prof Turns out it was a bit of both, actually! 😂
@nj_tierney Oh gosh, that too! (It did turn out part of the slowness was an error on my side.)
RT @thosjleeper: Nice example of using #ggplot2 with my margins package to create really simple visualizations of model estimates. #rstats…
@Selkie1970 This has been happening to ME lately! I have been waking up so early! I don't understand. 😩
RT @tfoldi: NLP at its finest https://t.co/b8UCZxMmSL
@joshua_ulrich Well, it's for a blog post so keep an eye out for it. I do think I know why it is slow; I just didn't realize HOW slow.
MWAHAHAHAHA... It finished and it all worked right. https://t.co/30AoFN4Arg
SNOW SNOW SNOW 🌨️✨🌨️✨🌨️ https://t.co/uMpSMdThf1
@bhive01 I hope so! Still running...
Wow, this code is taking a shockingly long time to run. I am shocked. Or I have made a horrible error somewhere.
@HaleyNBurke https://t.co/kMtZERPDlD
RT @polesasunder: geom_parsnip #rstats https://t.co/UOU9fRraMT
@juanshishido From this month's Food and Wine! https://t.co/Oo3UYQigUX
Ah, Thanksgiving, everybody! https://t.co/IZJ6C6FoC1
RT @cote_energy: Just for fun: Sentiment in 15 Herman Melville Novels &amp; Stories.  (Extension of a #tidytext tutorial by @juliasilge in #rst…
@jGage718 Thank you so much!
@HaleyNBurke Where did you find this? I do ❤️ it.
@HaleyNBurke I want to retweet this, but alas, your account is private now...
Short ribs in the slow cooker, turkey in the brine --  I am preparing all the meats.
@andrewheiss 😳
@emjonaitis Oh, I have these people.
@Selkie1970 HAHAHAHAHA... I remember that whole time period when I used only these old purple towels.
@Selkie1970 AAAAAAAAH, chlorine! The bane of fun colored hair!
@hadleywickham Yes! I think my favorite is the Vya that we just got. 👍🏻👍🏻
RT @peteskomoroch: This is the best thing I've seen on Twitter this month. Looking forward to seeing more work on "interestingness algorith…
It's quasi-blinded cocktail taste test time! This would be easier if we had pipettes. https://t.co/tfWlaHenc1
@hadleywickham I was just looking there -- thanks!
@hadleywickham (We are prepping for a big party for Rob's 40th birthday next month.)
@hadleywickham I remember seeing an enormous can of Luxardo cherries in a picture of yours at one point. Where did you obtain it?
She did a very good job, and I do appreciate that she thinks I'm cute. https://t.co/VNNFAO0M26
TFW you tell the person cutting your hair what you do for a living and she responds, "But you are so cute?! And you are wearing makeup!" 😐
@duffy_ma THE HOLIDAYS, Meghan. SUCH A JOYOUS TIME OF YEAR.
RT @chrisalbon: 1945: “Hey”
2016: “Hey”
1945: “How’s it going?”
2016: “…”
1945: “You let Nazis come—“
2016: “We let Nazis come back, yes…”
@bhive01 😅😅😅
@bhive01 I always do cranberry sauce! I love it a lot. Usually I do one with lots of spices and a little brandy, but I tried this new one.
Trying a new cranberry sauce this year, and after making it, it seems... more boozy than expected. https://t.co/Zh1AIflYAB
I saw this news today directly after picking up my youngest kid from his Jewish preschool. https://t.co/GECTac2KmZ
RT @karenebayne: Stop saying Alt-right. They are just regular boring old Nazis. I don't care how nice their suits are.
@SecretBeck Hero's Guide to Saving Your Kingdom?
@sckottie @kara_woo @davidjayharris I'm thinking of switching too, I think.
RT @SalilBenegal: Partisanship is one hell of a drug. https://t.co/WLwaUWu3F8
RT @_lionelhenry: ggstance now available on CRAN! Horizontal components for #ggplot2 (https://t.co/jA1MoAi242) #rstats https://t.co/xOrfL0B…
@RallidaeRule Also, at the same time, that she does not "see race".
@RallidaeRule Feel you. One of the highlights of last week for me was my aunt telling me that the Black Panthers want to kill white babies.
A local data science team that I like and respect is hiring, looking for #rstats package development experience: https://t.co/BcfNH0kDjW
@Jowanza Oh, I love how it turned out!
RT @Jowanza: Saturday evening project: Visualized names from the Trans-Atlantic Slave Database: https://t.co/COJuQsO8UY https://t.co/ust23m…
RT @CSCleve: NEW POST: "Talking to your family about Trump" https://t.co/eb3l1MRMLg https://t.co/jHhXBpM9uM
@thosjleeper I'm getting A LOT of this defensive talk from certain social circles these days. "But democracies have NEVER worked!"
Analysing the Gilmore Girls' coffee addiction ☕️ by (Twitterless?) Shirin Glander https://t.co/1YMhJbTMeu https://t.co/lXrg7dF0sS
Tequila shots with friends, because it is DELICIOUS and this has been A WEEK https://t.co/pSVs8XWAkQ
@astrohummel Yes, that's what I'm thinking.
@astrohummel Dale was definitely Mr. T.
@JasonPunyon Hmmmmmm, I was probably the Faceman of this operation. I am thinking @astrohummel for Murdock.
I had to leave the conference a little early, so I MISSED GETTING TO HOLD THE GIANT CHECK!!! 😭😭😭 https://t.co/lBNF5eUZay
My team won our local data science competition this fall, and the announcement was at the conference I was at today. https://t.co/FnzxXM4KKu
Everyone, I MISSED MY CHANCE TO HOLD A GIANT CHECK!!!
Does your text data spark joy? ✨✨ Slides from my Intermountain Data Conference talk today #rstats https://t.co/3XnO4O7c8w
RT @astrohummel: If you do any sort of text analytics and/or use R, you should totally check out the tidytext package on CRAN: https://t.co…
RT @astrohummel: Great talk from @juliasilge at the Intermountain Data Conference on the value of apply tidy data principles to text analys…
RT @mattyglesias: Trump is extraordinarily unpopular for a president-elect. He's going to get booed a lot. https://t.co/LQLNmClRCY
@danielphadley Aw, thanks!
RT @statredd: Utah #rstats user group starting now with @juliasilge presenting on text mining https://t.co/8slFdA59P5
RT @levithatcher: @juliasilge rocking her R SLC meetup talk on tidytext. https://t.co/DSeiNWt4Is @drob https://t.co/TsmzZshGST
@groundwalkergmb The Mindy Project
Me on Facebook now: https://t.co/9GzFGZKYDK
@BradleyJEck @drob @KHayhoe Austin is a much bigger city than Lubbock, so Texas Tech is a bigger proportion than UT.
RT @seankross: Want to start writing a book with bookdown? I wrote a post to show you how! https://t.co/13vJ9lHauW #rstats https://t.co/TEz…
RT @drob: Fun fact: the more a county uses R (measuring by % of Stack Overflow traffic), the less it voted for Trump #rstats https://t.co/G…
I think this might be my favorite thing I've read since the election. I ❤️ @baratunde. https://t.co/Rov1g7EJrm
First snow of the season ❄️️😍❄️️😍❄️️ https://t.co/U6wGWNschN
RT @sarahslo: When data is both beautiful &amp; funny: 10,000 words ranked according to their Trumpiness https://t.co/Ab9eq6tUKg via @nkl &amp; @co…
@VinhLu0ng We're about halfway through our year, so I'd expect in another handful of months? https://t.co/OM2ixWSjjc
RT @drob: @pedram_navid @NSSDeviations @hspter @rdpeng nice work! took at look at it, really interesting https://t.co/I0WrkvUEmT
@darinself I am not actually offended either way. 😉

https://t.co/yl3FLhTjLA
RT @drob: If you want to analyze election+population data yourself, here's #rstats code to set it up: https://t.co/SmFRpG5Wxu https://t.co/…
@darinself I'm also much older than you. https://t.co/NHtWbN2Cig
@darinself https://t.co/4JGiu6fVwN
RT @smfrogers: US election 2016: How to download county-level results data https://t.co/xbQE6y3Hnh https://t.co/NYVHhkLFzN
RT @OdaRygh: Unexpected "gender and computers"-experience. Google #quickdraw doesn't recognise my shoe. But it was so nice! https://t.co/XN…
@arnicas I just literally LOL'd.
@arnicas I personally am a HUGE FAN of code that works.
@arnicas Oh, no judgment from me.
@arnicas Ah, "code that works"...
@ma_salmon Well, I only do coffee early the day, and I find it doesn't hurt my sleep then. 😉
b) the Confidence Boost playlist on Spotify (https://t.co/zqtmFh3kUr), and c) COFFEE COFFEE COFFEE ☕️.
I have/am having a lot of big events this week and I am coping with a) no alcohol or sugar (UNLIKE LAST WEEK) for better sleep,
@Nicole_Cliffe I literally said this to Rob the other day, because I am such an optimist at heart.
Today's issue of Data is Plural from @jsvine is pretty 🔥🔥🔥, if you don't already get it. https://t.co/sv6kKt6UVE
RT @DataWookie: Submit your abstracts now to ensure a slot on the programme. https://t.co/wKSCHa4Qdb
@Jowanza Yeah, Hadley said he is updating it with 2015 soon.
@Jowanza Oh, that sounds SUPER interesting! I love name data.
@darinself I without exception do it wrong the first time.
@SKEdman https://t.co/TVvysSbdZm
@dataandme @AmeliaMN @tslumley @znmeb Here is one of my blog posts that uses the acs package: https://t.co/rRFTSssmlq
@Nicole_Cliffe Given our typical choices, I mean.
@Nicole_Cliffe To be fair, I am pretty open to the idea of voting for an actual principled conservative from this, our home state.
@Nicole_Cliffe HAHAHAHAHAHAHA... I used the phrases "religious minority" and "principled conservative".
@Nicole_Cliffe The staffer I got at Hatch's office was polite but sounded kind of OVER IT.
@NevilleLeoniers All very true; I said that as their constituent,  I thought it was important that they publicly oppose it.
@darinself The staffer was polite, but did sound the most OVER IT compared to the others. 😂
It was very easy to find the phone numbers for their SLC offices, the staffers were super polite, and the whole thing took about 7 minutes.
I just called my congressman and both my senators (all Republicans) to say how important it is that they oppose Steve Bannon.
RT @krisshaffer: Wow. This bot... https://t.co/g5TKto60fl
RT @arnicas: People into maps and poetry - lovely slides from @lisacrost https://t.co/XrLJKJhg5X cc @patriciogv
RT @sharon000: Finally added tidytext to my searchable list of great R packages for data wrangling, viz &amp; analysis #rstats
https://t.co/qTI…
@patternproject I am not sure but I will post if they are (despite my horror of seeing myself on video 😱).
@SecretBeck Oh no. 💙
@Jowanza Likewise! Are you going to the speaker dinner Friday night? I'll be there for the first hour or so.
@AnaSwanson 💓💓💓
@corynissen Well, the title is supposed to be a tongue-in-cheek joke based on the Kondo book.
If you are local, come on by and say hello! 🎉
On Friday, at the Utah R Users Group: https://t.co/lZvAtNb2rz
On Saturday, at the Intermountain Data Conference: https://t.co/dK8mueaKbC
I'm speaking on tidy text mining twice this week! #rstats https://t.co/8LN5WI5BtD
RT @MonaChalabi: What a y-axis
https://t.co/yWEwWn9oUT https://t.co/e5zf8EJWj5
@SKEdman I don't think so; this is him on his new Christmas album: https://t.co/YZYKWlloK3 

I do think he is kind of bad at being apostate.
RT @TheRyanParker: The @NewYorker and @PaulNoth have outdone themselves: https://t.co/Et4TreTSwL
RT @jasdumas: NEW Blog Post: Mapping &amp; Web-scraping the 2016 Presidential Election Results in Connecticut https://t.co/BKghcaSdQi #rstats
@Jowanza Only my husband.
5-year-old right now: "So wait... people give you money to do their data? That's how you get money?!"
RT @ccjones13: These are all over my neighborhood in suburban Salt Lake. I had nothing to do with the flyers, but I fully endorse them. htt…
@drob @hadleywickham Yes, I looked at GloVe embeddings once too.
@hadleywickham @drob That sounds really interesting; we'll have to look more into that.
How Many Types Of Crying Have You Done Since Tuesday? 😭😭😭https://t.co/T9xkJpZ1A6
RT @drsimonj: How to order bars in #ggplot2 facets
Solving a tidy text TODO by @juliasilge @drob
#rstats #DataScience #Dataviz
 https://t.c…
@andrewheiss Oh gosh, I would take ALLLLLLL those Twizzlers off your hand. It's a big problem for me.
I'm eating a SALAD because I believe in the FUTURE.

(Also, I am drinking horchata and rum.)
Got a school-wide email from my girls' principal about election-related negative interactions at their school. 😕
@kidalextree Ah, nice! I'm glad to hear it. (I use readr::read_csv almost every single time these days, TBH. Works like a charm!)
RT @kyle_e_walker: At the @TCU Ctr for Urban Studies we've produced a dot map of DFW election results with #rstats and @Mapbox GL JS: https…
@kidalextree Sounds like the `region` column isn't set up right. For the choroplethr package, that needs to be a FIPS code (numeric type).
@Jowanza I'm really going to have to bring it, I guess.
@Jowanza I just saw that they put our talks during the same session 😞 so I won't get to see yours. Boooooo... https://t.co/0dShdU5wM6
@shannimcg @darinself Yeah, that's probably a good idea.
A HUGE THANK YOU 🙌 to @kearneymw for compiling county-level election results here: https://t.co/2K7c82d1W1
NEW POST: Mapping Utah's election results #rstats https://t.co/2fYs1OAF4Y https://t.co/UN0j8kFZ9l
@visnut Not me, but yes! https://t.co/2K7c82d1W1
Ah, perfect! https://t.co/cUNDEbJv63
@kyle_e_walker You were using election result data, right? Where did you get it?
Does anybody know where the data lives, behind, for example, what I see when I google "election results utah"? https://t.co/uNhDwxuKpB
Any #rstats people scraped county-level results from anywhere yet? Looking at this and contemplating rvest, I guess: https://t.co/USFAqFiu9T
I know I've shared this poem by @maggiesmithpoet before, but I was thinking about it again. https://t.co/Mot5kgsjWq https://t.co/BjQFmfclAA
@AmericanSaeedi Yep, that's right! It turned out... interesting. 😳
It would be great to cast a truly meaningful vote someday.
I've been thinking about the Electoral College. I've never lived in a remotely contested state (either super red or super blue).
@groundwalkergmb @thosjleeper @bhive01 Sure, yes. I didn't mean, "Don't make them" by that comment.
@thosjleeper @groundwalkergmb @bhive01 TBH, I'm not sure what I think about these kinds of maps.
@groundwalkergmb @bhive01 I got the cartogram package to work here, if you want to see an example: https://t.co/bVLUb4Jrnp
@shaybstrong That was basically my reaction.
@tylervkent I think it's the smeared handprints that really get me. 😬
There's a new poster up at my kid's preschool. 💉🤔💉 https://t.co/V1oWZCQOOa
RT @fox13: Utah students being bullied after Trump wins election https://t.co/JLz4Zpnres https://t.co/fkfctBGa3V
@pubhealthwright Yes, that is definitely something. 👊🏻
@dataandpolitics That's not nothing.
I did actual, meaningful work this afternoon and I feel a little bit better. Less, you know, queasy.
😭😭😭 Wow, I really needed this. Top-notch work.

How To Talk To Your Child About The Election Results https://t.co/anq28pioJg
@lucaswmuller OMGWTFBBQ
RT @HillaryClinton: "To all the little girls watching...never doubt that you are valuable and powerful &amp; deserving of every chance &amp; opport…
RT @monkeycageblog: Agreed. The shift is mainly in how people/place votes, not in sheer number of votes. https://t.co/4Qg9iR3Uig
RT @kristenjobarton: Sexual assault survivors are watching the equivalent of their own attacker become president right now. Be kind, odds a…
RT @lucaswmuller: It's not news that we have a sick society, fear driven, permissive of/active in racism &amp; sexism, it's just much worse tha…
RT @Neil_Irwin: If things go the way they're looking, the winner of the presidential election will have lost the popular vote in 2 of the l…
RT @infinite_scream: AAAAAAAAAAAAAAAAAAAAHHHHHHHHHHHHHH
RT @NicolaSturgeon: Amidst all the criticism of her, I want to say, as a woman, simply this: thank you @HillaryClinton. Your candidacy was…
RT @emelina: Evangelicals had a harder time voting for a Mormon than a self-proclaimed sexual assaulter who makes fun of people w/ disabili…
RT @dbroockman: Your daily reminder our political institutions are biased towards rural whites by design.
@ErmiaBivatan @hspter @dataandme We're all freaking the hell out, is what's happening here.
😭😭😭😭😭😭😭😭😭😭😭 https://t.co/FFdXRaWKds
RT @SwiftOnSecurity: Who the hell is making your infographics @ABCPolitics. https://t.co/HeLLhvVtvW
RT @realsesmith: This is why there are long lines. Lines at polls aren't 'inspiring,' they are the sign of a broken system. https://t.co/7v…
RT @SpencerJCox: We had a voting machine issue in 1 of our 29 counties this morning. Not sure that qualifies as "entire country" but whatev…
RT @stitchfix_algo: New blog post! On the election, uncertainty, and being wrong the right number of times https://t.co/NZZtiGsEud
@datassist Ah, I forgot that you said today was your birthday!!! https://t.co/Rvlb0hGfKe
RT @kaggle: Recommended reading: @juliasilge &amp; @drob's free book Text Mining with R. The tidytext pkg is a fav in our community! https://t.…
RT @drob: One last election tweetstorm- about why the difference between Trump's devices matters and what it shows about him 1/n
RT @openNASA: #NASADatanauts Starry Night goes global this week when Datanaut @cindychin hosts a community event in #Lisbon Portugal! https…
@Selkie1970 Oh, I'm so sorry, Kimberly. 💕💕💕
RT @hspter: One of the most important takeaways: how to dunk a troll, by @drob #rstats https://t.co/JD9LmvmX5y
RT @robinson_es: Can't wait to try out @drob and @juliasilge's tidytext package for my own analysis. What an awesome edition to the tidyver…
@SKEdman There have been specific changes in some states since 2012 that target POC, so that kind of trend may even be worse now. 😕
@SKEdman I think it can depend in some unfortunate ways on demographics: https://t.co/teKHqB0vSB
RE: LRT I bought one of my kids some pajamas with penguins on them this last weekend, and I felt REAL WEIRD about it.
RT @MJPolito: 1/ I'm not seeing much #scicomm context around the @Natgeo
#Homewreckerpenguin video so will attempt to provide some https://…
@rogers_levi @lucaswmuller I can't remember which one of you I have talked to about this more.
@rogers_levi @lucaswmuller Is David Bazan the worst at being apostate? David Bazan gets in the Christmas spirit https://t.co/ZfdBIdel1A
@hadleywickham @JennyBryan @rstudio 👀 WOW 👀

Congratulations!!!
@pubhealthwright I assume you already know about @NSSDeviations?
RT @drob: "That's enough! He can't be trusted with Twitter.

Now let's work on getting him the nuclear codes"

https://t.co/Lrd6HRhn8G
@BarkleyBG @drob If you have something specific to suggest, feel free to add it as a GH issue; mentioning something on Twitter is good too!
Nice! 👍🏻 "How to contribute to an open source project on GitHub" https://t.co/WrK4RkpL63
@SKEdman https://t.co/AJIEWA2wk2
RT @TSchnoebelen: Look, the #firstsevenjobs in emoji by @HamdanAzhar #EmojiCon https://t.co/zh3EwD0Xym
Saturday morning vibes 🏊🏻 https://t.co/LMJDzSWjL7
RT @sehnaoui: This old motherboard looks like Ancient Greece. https://t.co/teYtlu3xR1
@astropixie If you ever make it up to SLC, stop by to stay or for dinner. Real invitation!
@astropixie So many parts of Utah are amazing!
@Selkie1970 Hang in there... 💙💙💙
@astropixie @LSST Congratulations, Amanda! That is amazing news! 🎉
@Rwilldred27 That is great to hear! Good, clear documentation was definitely a high priority for us.
@earino @bhive01 HAHAHAHAHAHAHAHA... Right, of course.
@bhive01 @earino I mean, if you're thinking civil rights and the Beatles, most of those people were actually too old to be boomers.
RT @drob: On Monday night I'm giving a talk at @nyhackr, on using tidy text mining to analyze Trump's Twitter https://t.co/V2kEmrGnzl #rsta…
@earino OMG, I feel the opposite about the baby boomers. LET THEM GO, I say.
@Jowanza We actually also have an Apple Music account 😭😭😭 because they have a no-explicit-music setting and that's what the 5th-grader uses.
Oops, this is what happens when you share a Spotify account, I guess. https://t.co/GNkFN3QHhQ
RT @carinahsieh: Melania: Our culture has gotten too mean. My husband is a beacon of hope for women's rights. 

Everyone: https://t.co/BPWm…
@unsorsodicorda Sure thing!
@HaleyNBurke No, you're OUR favorite.
RT @tabinfl: @juliasilge Brava. My dad was a polio survivor, it affected his entire life. School friend deaf from measles. My nephew w/auti…
@NevilleLeoniers Oh gosh.
My kid with autism is creative and amazing, and the measles and polio and whooping cough are awful.
Yep yep yep. One of my kids also has autism, and also I am happy to vaccinate them all with the safe, effective vac… https://t.co/F5tOa0PuYV
@amalah 💕💕💕
Texting with my husband https://t.co/ycoYERK5OJ
@RallidaeRule My problems involving programming pretty much always are my own fault.
@groundwalkergmb .dots, dots, lazy_dots, ...
Welp, I'm here again. https://t.co/2eJM05QhD1
@thosjleeper I know, right?! I realized I don't know much about their politics; they must really value being not engaged/affiliated.
Really great chat on data visualization by @VByrdPhD for the #NASADatanauts today! ✨📊🌠 https://t.co/Q7Hjqen3bG
@minebocek @hadleywickham This one is my FAVORITE: https://t.co/ruCC7t6dAx 
"My face is NOT 3-D ENOUGH."
Do I know anybody who has used Docker on a Hackintosh? My naive first tries are all failing, and my google-fu on this is proving iffy.
RT @inafried: Reminder: if cubs and Indians tied after 9 it goes to the House of Representatives.
@jkru Just add more memes.
RT @VeracioSurvey: Sign up to be a beta-tester for our tool funded by @knightfdn! https://t.co/B7PygTvzAR #survey #weighting #tool #nptech
@andrewheiss Oh no no no. This is all terrible, although of course so good that nobody is hurt.
I feel like a REAL LIVE COMPUTER PROGRAMMER when I fix the thing I intended to fix without breaking a bunch of other stuff.
Our new book on tidy text mining was featured on the Software Carpentry blog: https://t.co/Gi8VuCetTh
@SecretBeck Oh no, I am so sorry. 💙
@SKEdman So true!
@jkru @blueapron I think I did it?! Just canceled my subscription but did not delete my account.
@SKEdman Congratulations! 🎉🎉🎉
@bearloga @hspter It all worked properly but I think working directly notebook-style is not for me. (This makes me… https://t.co/sZEc7jMZor
@hspter I just do not care for the inline output in my .Rmd; I feel like I gave it an honest go when the notebooks first came out.
@quominus Me, thinking about whether I would like to work there: https://t.co/8iHtNaepSr
@quominus Oh, it's a local company whose chief data scientist has some... issues.
@quominus I got on my high horse in a response to a recruiter email this morning and I thought of you. ❤️
@dataandme It's like Marie-Kondo-ing your packages.
@dataandme Getting rid of all those packages I installed once but never used much afterwards?
@dataandme Am I the only one who sort of likes starting with a fresh slate?
RT @lenkiefer: An alternative view of growth in house prices, rents, incomes and other prices. length of segment corresponds to change sinc…
@badala2164 @drob No, just online for now. https://t.co/ad30TT1GCa
We are still in the process of completing it!
After several years of dominance, I believe that Elsa's popularity is finally declining; I am seeing lots more of Rey this year.
@RallidaeRule Bummer. 😞
@RallidaeRule Even postdocs?! It wasn't like that in my field.
The anonymized survey results are available at the link as well. 😉 https://t.co/ohXBbC40lL
This analysis by @flourish of a survey of fanfic readers is a delight! https://t.co/iqMSDzt5TJ
I helped in my 5th grader's class Halloween party this morning. Elementary school teachers are really not paid enough.
@pedram_navid I really went wild for a while on this project: https://t.co/boeQHpEjK8
Whoa. 🎃 https://t.co/ASLtq7rdCJ
@minebocek Congratulations!
@SKEdman OMG, i just literally LOL'd.
RT @ELYSDO: Fascinating view of #NASAdata in @juliasilge's new book https://t.co/033NR0Wb4A cc/@openNASA #NASAdatanauts https://t.co/N9Cjrk…
@Md_Harris That's disappointingly warm for October!
Scenes from a fall run #beUTAHful https://t.co/OqnuCDqfIs
@lenkiefer Oh, alpha changing with year?! 👍🏻❤️👍🏻
@Dorialexander https://t.co/hTmJN2L3nf
RT @mckaycoppins: The funniest thing about Trump's attack here is his claim that @Evan_McMullin is "going from coffee shop to coffee shop"…
RT @krisshaffer: Interested in learning R? Here are a bunch of resources that helped (and are still helping) me. https://t.co/bWQOBn0Q5Y #D…
RT @drsimonj: Why read Tidy Text Mining with R, by @juliasilge @drob?
I just read it top to bottom nonstop and want more #rstats
https://t.…
@drsimonj Wow, so glad to hear that! We will get busy finishing it up. 😃@drob
@Nicole_Cliffe My 2nd and 3rd children slept on mattresses on the floor for long periods, so basically the same.
And that plot! @ellis2013nz https://t.co/TyQO5bDHpG
Wow, this post by @ellis2013nz on @FiveThirtyEight's polling data is interesting/illuminating. #rstats… https://t.co/VHAVsjTkBd
@abresler @drob https://t.co/jUsTEZj7xH
@abresler @drob I am open to suggestions! https://t.co/aGeID9NOre
@dataandme 😂😂😂 I'll take a pass on running the world.
@hellomista @drob You are so welcome! 👊🏻 That is really great to hear.
@SKEdman 💕💕💕
@hnrklndbrg @drob Not as of yet, but possibly once we are all done writing it.
RT @drob: Interested in topic modeling in #rstats? Check out Chapter 7 of our new book "Tidy Text Mining with R" https://t.co/ThdbatKIxX @j…
@richierocks https://t.co/kgsgJPk3xP
@gvwilson Actually, I can't DM you my email address. Can you send me an email to chat details?
@gvwilson @drob @swcarpentry Sure! I'll send you my email and we can chat about details.
@sharon000 @drob Thank you! Fixed now.
@Nicole_Cliffe I finally figured out which dad you mean; I can see it.
@kjhealy @drob Thanks so much, Kieran! It has been fun to work on.
@davidmeza1 @drob Thank you so much, David!
The book includes new material, including a chapter with one of my #NASADatanauts projects! 🚀💫🌌… https://t.co/iDQ8mp4R2i
NEW POST: Announcing a new book by @drob and me, Tidy Text Mining with R #rstats https://t.co/LSr0hpdNSJ https://t.co/J0LngbC8j4
@SKEdman Life is so weird sometimes.
@Jowanza Oh, it's still there. I was reminded that I'm supposed to help at my daughter's Halloween party and I went directly there.
@SKEdman Oh gosh! 😕 All from a bean bag...
@SKEdman SWEET BABY.
@SKEdman 😞 Oh, poor sweet her...
@SKEdman Oh no! Hang in there...
@iamscicomm @RallidaeRule My faith informs my curiosity about the world around me, as well as how I treat the people I deal with.
@astropixie @PlanetDr @skamille 😱
@Nicole_Cliffe Oh man. I feel like I only really enjoy the gender-swapped versions now.
When @statredd showed the room how to tidy a linear model with broom, there were audible happy noises. @drob
Talking tidyverse at the Utah R Users Group with @statredd. #rstats https://t.co/OZOC70HMqH
This was me at the last talk I gave! "What... what do I do with this pack thing now?!?" https://t.co/99Mb6IBV2a
RT @joryjohn: Note: the first three times you tell me your name, I just hear the soothing sounds of the ocean.
Wait, maybe EVERYTHING is better when played to the soundtrack of "Sabotage"... https://t.co/qkcdNXxIm7
I was just reminded of this mashup-type thing, and I believe it is objectively better than the original. https://t.co/0pHzSxTTjX
@Katiekrongard I think he felt it is more for private discussion.
@dataandme Poor baby...
@revodavid Should I submit an issue for that kind of thing?
@revodavid Nice! I tried check_on_linux() and it seems to have quit from building a vignette because of a font? https://t.co/Z99Tu1q1K0
@monkmanmh I kinda pictured myself quoting Deadpool quoting Julia Roberts, TBH.
RT @VeracioSurvey: Why Veracio? https://t.co/2EMBaGhhpH via @Vimeo #surveys #data #weighting
I'm just a girl, standing in front of CRAN, asking it to build her binaries. #rstats
RT @AstroKatie: Beauty tip: use dramatic lighting to highlight your most striking features, such as clouds and oceans https://t.co/mtQHZ1Gz…
@tdhopper Six years ago?!?! Wowza. Six years ago I was deep in wee toddlers and SAHM life.
@AriLamstein That is a really great post.
@Biff_Bruise https://t.co/PAhZnxqLfo
Fifth grade is so TOPICAL. https://t.co/IEvoCSY8Ka
Discussing the Skywalker family tree with my 5-year-old, as per the usual. https://t.co/FswhaRLRC8
I shall say that I knew her back when... 😉

(@shaybstrong and I went to grad school together. Astrophysicists get i… https://t.co/TiqoXotzKl
@danielphadley Thank you! I am really excited about it.
HOLY MOLY, modelr::bootstrap + purrr::map making my life so good today. #rstats https://t.co/Nwg2qTdCN4
@Jowanza It is super intense and crazy and hard and joyful all at the same time.
@Jowanza I love babies a lot, but that is a truly delightful one.
@Jowanza 😍😍😍
@Jowanza NO! Nowhere even near it; it will be my first time in Africa at all. I am pretty excited about the whole thing.
RT @MangoTheCat: We are recruiting Data Scientists  https://t.co/fCcKMEiBZj #job #datascience #recruitment #rstats https://t.co/tlMnRrKiKN
@ma_salmon I'm pretty excited; I've never been that far south, or even to Africa at all!
I'm so pleased to be a keynote speaker at #satRdayCapeTown in February! 🎉 https://t.co/nk4g3fW0IU
@polesasunder Ah, I just noticed the autocorrect in that tweet! It was supposed to be "Slytherin-esque".
About LRT: I actually ❤️❤️❤️ both my dissertation advisor and my grad school office mates, although some may be a bit Slytherin-sequel.
RT @akantamn: @BecomingDataSci this is the greatest ever #DataScience Venn diagram, courtesy @TheImpactLab https://t.co/z6X7oSZjS6
@TiffanyTimbers Been there.
@jkru Hoooooooooo boy, Julie.
@Jowanza Wow, this is so cool!
Would you like to hear theories on the Star Wars universe from a child who declines to watch the movies ("too scary")? Come to my house!
@naasvanheerden Don't install it from CRAN for the next day or so! It's FUBAR.
@ma_salmon OK, thanks for sharing that! Hopefully this all goes smoothly. 😬
@tylerrinker I submitted another release late today. I BELIEVE I HAVE LEARNED SOME VALUABLE LESSONS TODAY.
@tylerrinker Oh, really bad. It made the main point of the package nonsensical. Obviously my tests were not good enough.
@hadleywickham 😵😵😵
@carroll_jono OK, thank you for sharing that! (And yes, CRAN people, DUH. I did not do this on purpose!)
Like so? https://t.co/Lev17mnp3w
Do I submit another release right away, with apologetic CRAN comments? Will they be super mad at me?
Aaaaaaaaah, I submitted a new release of janeaustenr to CRAN yesterday and just found a bad/stupid/important error… https://t.co/88a2KR914a
RT @JennyBryan: If you've ever had to clean text data, this will heal your soul. https://t.co/30CnNNLJqI
Negroni goes well with devtools::revdep_check()
@RallidaeRule https://t.co/Nd0pl7uj5b
👍🏻👍🏻 to @astrohummel, @mdmurry, @soumyasmruti, and the Twitter-less Dylan Zwick and Krishanu Banerjee
My group's project is all finished and submitted! Using Machine Learning Methods to Identify Similar Colleges https://t.co/FnzxXLN9lU
It's been so fun to meet and get to know people here in the valley, especially as someone who works remotely.
This fall, I've been participating in a local data competition through one of the meet-ups here I go to.
@polesasunder https://t.co/cYmSrhrn5t
@SKEdman AMAZING.
@groundwalkergmb Hmmmmm, wise words to consider.
Well, we just finished watching #HamildocPBS and it was DELIGHTFUL. 😍 🙌🏼😍 🙌🏼😍 https://t.co/KtYJVACWsq
Drinking some Scotch that sat in a French cave, to celebrate making it through this week, which could have been imp… https://t.co/XfiV6HKBYL
@duffy_ma Do this:
feedingdata &lt;- feedingdata %&gt;%
filter() %&gt;%
mutate()
RT @LucyStats: Look at all of these positive words coming from the #WSDS2016 hashtag {love, supporting, cool} 👯 #tidytext #rstats https://t…
@SKEdman "Guys, let's just *think* about things." Then in the Renaissance people like Galileo were all, "Actually, let's try *measuring*."
@SKEdman I am thinking about this more. This is basically what Aristotle and all those ancient natural philosophers wanted to do!
@SKEdman HAHAHAHAHAHAHA... https://t.co/Lih4f7J47J
Now all you 25-year-old kids get to be in the same stratum WITH ME. https://t.co/pN6KIOgyw2
I am re-binning ACS data because we had TOO MANY TINY STRATA for our purposes.
@Hao_and_Y @quominus @JennyBryan @tamaramunzner Ah, yes, this makes sense, and I can get behind that pronunciation:… https://t.co/SFFtz8q6cf
@JennyBryan @tamaramunzner HOW?!?!???
RT @drob: Looking for an NLP project? We've published a text dataset of all #rstats Stack Overflow questions on @kaggle

https://t.co/NohOh…
@ErmiaBivatan I know; it is really dreadful.
@ijlyttle I actually just sent this picture to @drob yesterday. https://t.co/wwkweQnMql
All right, let's do this. https://t.co/vK6g70kGkq
@flowingdata Do you have the code for this up anywhere?
RT @KenJennings: Y'all are missing 1 of the funniest subplots of Election 2016: my wife says Mormon Facebook is going crazy w "President Ev…
My 7-year-old: "What is Bayes?"
Me: "It's a person, a math person."
7-year-old: "Like Paul Erdős?"
Me: https://t.co/vzJy1JTPlm
RT @AngeBassa: Dear tech hiring managers who are looking for senior-level candidates from under-represented minorities, listen to Sarah! ht…
@nj_tierney I for sure would like to learn more Bayes, but this is actually related to the survey weighting project I am working on.
@Jowanza Well, for the past few weeks it was all COWS COWS COWS over here.
RT @Md_Harris: New post: Inspired by @juliasilge, Using @mcmc_stan to estimate uncertainty in rate of state names in song lyrics
https://t.…
Simulating, sampling, Monte Carlo, etc are just so great. I will make the computer figure out the distributions for me.
I am simulating so many numbers today, everybody. https://t.co/QOpYU2FXQL
@Nicole_Cliffe I am, like, your target demographic for all these tweets.
@Nicole_Cliffe And talk about sexual metaphors -- here comes the rosebush later, now LUSH and BLOOMING and FULL OF LIFE.
@Nicole_Cliffe Reading it gives me the most wonderful sense of vicarious catharsis. Chopping the rosebush!
@bearloga Oh, I love that song. I am 17 again!
@Nicole_Cliffe I just reread this recently and they are CLEARLY HAVING SEX (this didn't even occur to me as a question when I was 12).
@Nicole_Cliffe HAHAHAHAHAHAHAHAHAHAHAHA...
@Nicole_Cliffe And all the reactions to Charlie 😱 getting drunk 😱. At the time this seemed a totally normal/OK reaction to me.
@Nicole_Cliffe OMG I read this book a bunch of times and loved it, but how weird was the whole NO CORSET thing.
RT @rstudio: Call for rstudio::conf lightning talks https://t.co/qGoXLdmVui #rstats #rstudioconf
@Nicole_Cliffe But can you put it in the dishwasher?! I had an appearing-Tardis mug, but it ceased to function after some dishwasher trips.
RT @ledell: Thoughtful article by Dr. Cathy O'Neill @mathbabedotorg about the harmful side of algorithms. https://t.co/blOV4laKW8 #BigData…
"We could pick up the carpool, or you guys." 

Sure, I like it. https://t.co/gKzwaGW36P
RT @NateSilver538: You crazy kids are obsessed with UTAH so I write more about how we're forecasting the 4-way race there: https://t.co/Yr1…
@drob @earino @bhive01 The internet is a puzzlement sometimes.
So... who has a Time-Turner I can borrow this coming week?
@bhive01 ?!?!?!?????
@HaleyNBurke https://t.co/opgnCIjol2
I... &lt;blushing, stammering&gt; https://t.co/N5o4lugQOH
Up in the mountains with my sister and kids for the afternoon. 🏔️🍁💕 https://t.co/Jz4r7VAaJk
Old fashioneds, three of them, because my sister is in town visiting for the weekend! 🎉 https://t.co/vNpmCGvt9i
RT @TiffanyTimbers: I still fluctuate between these two images... And I imagine I always will... https://t.co/29oHXLg6h4
RT @hadleywickham: 😀🎉 to have so many awesome speakers at rstudio::conf: @juliasilge, @JennyBryan, @hspter, @hrbrmstr, @hafenstats, @andrew…
@SKEdman Those are so good. 👌🏻
@hpiedcoq Not yet, but probably eventually!
@tabinfl 💓💓💓 I am so sorry; this was not ever OK.
@hspter @drob Hooraaaaaaaaaaay...
@JennyBryan I now regret not adding some flair of some kind to my tweet announcement. https://t.co/OO5MPzN9gi
RT @TSchnoebelen: Taught a computer to find patterns in the 2nd Clinton-Trump debate. Filled a post with linguisticy things. https://t.co/9…
I'm really excited to be speaking at rstudio::conf in January on tidy text mining! https://t.co/dSF6Dsre22
Hmmmm, I guess I'm not tired of Star Wars yet. 😍

Rogue One: A Star Wars Story Official Trailer #3 https://t.co/hNc4EfnqGz
@SecretBeck I hate it when my teeth hurt from sinus issues; this happens to me so frequently when I get colds.
@rana_usman I am just now looking at the doParallel package?
@ijlyttle I am looking at doParallel?!?! https://t.co/ZgvZktmbXe
@ijlyttle Hmmmm, that's not exactly what I need. The data itself is not particularly large; I am just doing something over and over again.
(Not half an hour on the aging laptop that I mentioned earlier, to be clear. Half an hour on my respectably fast desktop.)
A whole set of Monte Carlo simulations of a survey is taking, like, half an hour, so I should probably finally bother with this.
I am doing embarrassingly parallel tasks with purrr and dplyr; what is the best way to actually use the 4 cores I've got here? #rstats
@ironsoap Me to your boss: https://t.co/nVhCB9UQK7
Today as I do my job, I am so thankful, once again, from the bottom of my heart, for dplyr. #rstats https://t.co/QGPT7GiwEP
@_TheodoreM_ Yep, this is exactly mine. Early 2011, battery has gone to crap, my fan is running ALL. THE. TIME. for no apparent reason, etc.
My ~6-year-old MacBook Pro is starting to display some very unnerving behavior. Hold on, aging MacBook! Until new ones come out!
RT @drob: New post: Understanding empirical Bayesian hierarchical modeling (using baseball statistics) https://t.co/hkcOr2inGg #rstats http…
@domurtag I don't know about that! Competence and experience is not dull to people who want to get things done.
When the vodka comes into play... 😱 https://t.co/wn899GSbG0
I've had a bit of a circuitous career path, and I like the way @StackOverflow's new #mydevstory represents it. https://t.co/S8fBmqEQG3
RT @VeracioSurvey: Sign up to be a beta tester for our new survey tool funded by @knightfdn! Good things come to those who weight :) https:…
You can now call me THE TRAVIS BOOKDOWN DEPENDENCY CACHE WHISPERER.
After struggling with bookdown + Travis, I now have a workflow that involves magical thinking and occasionally dele… https://t.co/8QJxvXUExa
LOL https://t.co/YdqZBxIqB9
RT @benheubl: Trump's sexism &amp; lies may have been enough, offering chance to train on smth utterly new: Decoding political #speech https://…
@benheubl That's so great, Ben!
@dataandme @WomenInData @JennyBryan @Ognyanova These aren't all specifically data, but some are: https://t.co/XDcX71mfhM
@Folken_fgc I don't know! We'll have to see...
A Map of Middle Earth made with ggplot2 and ggmap! #rstats https://t.co/DJrkXGBryK https://t.co/QK6CK8PqlL
@HaleyNBurke @Katiekrongard https://t.co/zTwSjWaQfb
@nerdhockeyAG @dataandme I like this version here a lot.
@kathykrey sit up front for normal commuting. Also, it has AWD for snow/skiing/etc, which is nice here.
@kathykrey Anyway, we got a Subaru Forester, which is QUITE smaller. The kids can fit 3 across the back seat no problem, but soon Grace will
@kathykrey When we do car pool for activities, etc, we can't have usually have siblings anyway, so the third row was rarely, rarely helpful.
@kathykrey For context, Grace is SUPER tall and probably can sit in the front seat within the next year. She is out of a booster altogether.
@kathykrey I was driving a Highlander, which felt too big for our needs most of the time now that nobody is in a big car seat.
RT @BananaData: Using #census #data properly to make better #policy decisions by @juliasilge https://t.co/o1OEpnOiAn https://t.co/m0Nz48fOvy
@JennyBryan And I am SO happy to be driving something smaller.
@JennyBryan absolutely did it all over email until we showed up with our checkbook. It was our most painless car purchase yet.
@JennyBryan Basically yes! We ended up doing non-certified-pre-owned, so it was maybe slightly different comparing similar cars, but we
RT @LibyaLiberty: It's been a very weird year for American candy companies. https://t.co/dQVcVXBsC8
We replaced the ENORMOUS VEHICLE I've been driving since our 3rd child was born, since now my oldest is so tall, smaller boosters, etc.
We bought a new-to-us car this weekend and I am soooooo happy. IT'S SO SHINY. ✨🚗✨🚗✨🚗✨
RT @alissamarie: "We at war with terrorism, racism, but most of all / we at war with ourselves" https://t.co/VjHMuWaBnj
@ziscore Well, I already had a PhD in astrophysics, so I did not lack for formal education. For me, it was a way to update my tools/skills.
RT @BreneBrown: To dismiss Trump’s comments as “guy talk” is an insult to good men and boys. This is what rape culture looks &amp; sounds like.
We are at a swim meet (first one of the season!), and my 10-year-old pointed at a parent with a camcorder and asked, "What's that thing?"
It doesn't change the maps really, but it is so great to interact/learn from lots of people. Thanks, Ben! https://t.co/oHLhccxeUv
I love having my work shared openly! @benmarwick found that I missed one variable in the call to dplyr::distinct() in my states/song work.
@rdpeng I have, like, a job and whole career now because I did all those courses. https://t.co/2Ob3EPBwnJ
@rdpeng I saw you tweet about the Coursera courses earlier and I don't think I've ever told you that's how I started learning R.
@JennyBryan HAHAHAHAHA... Everyone is calling you out on your word choice here. https://t.co/Nm1Qvf1QB7
RT @astropixie: these photos of the tread of Curiosity's wheels on MARS are incredible! shame about the damage though... https://t.co/71T9v…
I'm here to drop the PROGRAMMING TRUTH BOMBS for you today. https://t.co/AG889udgli
@noamross people joke about them but I say, "DO WHAT YOU LOVE."
@noamross There is this group of medieval sword-fighting LARPers who hang out in the big central park in SLC on certain evenings;
@noamross People who go all in with costumes like that make me happy.
RT @AndreaUrban3: Reminds me of @juliasilge's US population app: https://t.co/dpQAx4OHJk   which is very fun to play with! https://t.co/Kai…
@alexisylchan I know! I really like the people I know there, and I was so happy when I saw such a well-written job ad from them.
@b0rk Some local people here I know wrote this, and I think it's a really good example for data science: https://t.co/MF1oHw3vyA
@duffy_ma "Thanks so much for letting me know, daycare!"
I should have showed this at the talk I gave last Friday at the physics/astronomy department here. https://t.co/PcZ8w8co5n
RT @AndreaUrban3: OMG. The command "cd -" takes you back to your previous working directory. Where have you been all my life "cd -"?
@wardrobe_oxygen HAHAHAHAHA... I also looked DIFFERENT/YOUNGER five years ago. SORRY, EVERYONE.

(I think you look amazing, BTW.)
"My grandfather was a fire and brimstone preacher..." -A. Burr https://t.co/NEhdlC04we
RT @workstew: Since we're all feeling unsettled anyway, this is probably a good time to let you know that pipe cleaners are now called chen…
RT @MeganRisdal: I just published “Doing reproducible data science on Kaggle” https://t.co/FXchiJdp5W
@Jowanza I've only been to that taco truck!
RT @dalcantonJD: This needs to be the new default picture of Vera. What a great shot. https://t.co/tuugG51RnI
@rogers_levi Levi, I loved this so much.
@dataandme I love all of this name stuff so much. And new data gets released every year! Funnnnnnnn...
@thegardenisland Do you have access to a data set of lyrics you are interested in using?
@thegardenisland Oh, interesting! Do you have data sets in mind? I know we could do county level maps, or cities?
@AngeBassa Instead, I will go home in a bit and again tell all my children, including my daughters, how good at math they are.
@AngeBassa I want to send them my perfect math SAT score and ask how well they did. This would be helpful and mature.
@bhive01 @millerdl @quominus @drob I know about this: https://t.co/2b8D598ZTL Other thoughts?
@mdlaplante Oh, I think there's room for all our jokes here. I just thought you would enjoy great minds thinking alike.
@mdlaplante https://t.co/hYsfYKtF2j
@AllenDowney My mom's first job out of college in the 70s was as a mainframe programmer (although she did not continue after I was born).
RT @AllenDowney: @juliasilge Well, my "Mom" has a master's degree in computer science, so I know who to call with my Hadoop questions.
@AngeBassa ☝🏻👏🏻
@arnicas @datassist I have been learning a lot and having a great time!
@richierocks HAHAHAHAHA...
@JennyBryan 😱😱😱
RT @tdhopper: 👏This 👏 Thread 👏 https://t.co/qnRbxbc3JY
@LucieKalousova He was pretty stoked to be mentioned (if not by name) on the WashPo's blog. 😉
@LucieKalousova many songs about Baltimore?" "Is CA mentioned so often just because it has so many people?" etc etc etc
@LucieKalousova It has really been more of a super long "discussion" than "debate"; we always keep asking each other, "Why are there so
No. Please stop doing this. https://t.co/g8Xwn6XbKS
@dataandme @benheubl YES. I saw that too. ?????
RT @kjhealy: "Let he who is without a $915m loss that he parlayed into avoiding income tax for 20 years cast the first stone." https://t.co…
@NishWeiseth https://t.co/B3aV8fBN6P
Roasted tomatillo salsa https://t.co/iJt5SZMrLV
p ~ 0.05 🌶 AWFUL PAIN IN MY EYES
I'm so cavalier about handling chiles without gloves, and about 1 time in 20 this really backfires.
@thorgamma @washingtonpost Yes, only the complete "North Carolina", etc; it would be interesting to check just "Carolina" a la James Taylor.
@alistaire You can see the code here: https://t.co/bVLUb512eX
@kaylinquest There is a link to you in there!
@hadleywickham I used ggplot2 to make plots for the Washington Post, Hadley!
My work is featured today on the WashPo's Wonkblog!

The states that Americans sing about most https://t.co/dnVvAHwxYb
@drob It's like maybe that stuff about how text is increasingly important is true?!?!?!
@drob YEAH.
Guys, I am NOT READY for robots.
😱😩😱😩😱😩😱😩😱 https://t.co/B7H3LHhBbL
@noamross Gosh, Noam, thank you.
And a follow-up post by @benheubl using Naive Bayes to compare Hillary Clinton's speeches to others.… https://t.co/7TaoVFn4Z0
Examining Hillary Clinton's speaking style (using tidytext!) by @benheubl https://t.co/O3IKZ9lrR3 #rstats https://t.co/LGVvWK1iYT
RT @Kevin_Church: guys what sitcom was this https://t.co/HkNtUS8H1o
@gdequeiroz then work more for several hours after bedtime.
@gdequeiroz I don't know if this is an option but the split shift thing sometimes works: come home early, be with kids for several hours,
RT @thedatabank: Undoing bias in surveys with statistical weighting tools can provide better #data https://t.co/QBtPiJ2t6t via @juliasilge…
@RosieRedfield @STAT545 She is just SO SAD about having to leave academia. 😉 https://t.co/kFlSIzY5c1
@hadleywickham No cows today! https://t.co/RyDGKYpyQf
RT @datassist: New post by @juliasilge on how you could maybe get more sleep if you accurately weight survey data https://t.co/39BOSjuiX6 #…
I'm giving a talk today in the Dept of Physics/Astronomy at the U on careers outside academia. https://t.co/kFlSIzY5c1
@Jowanza HAHAHAHAHAHAHAHA... There is no such thing as oversharing in that situation. It's called CATHARSIS.
@Jowanza The only time it's an issue for me now is with video calls.
@Jowanza You are in an intense time of transition.
@Jowanza No no no, it's all good. I work remotely in, seriously, the middle of the house and everyone/you adjust.
RT @thricedotted: just like calling out terrible bullshit is important, acknowledging strong and sincere apologies for bullshit is importan…
@seankross SEAN. That worked perfectly. https://t.co/MKXt09mbtb
Do I know anyone who has embedded a SpeakerDeck presentation in a Markdown post?
RT @johngreathouse: https://t.co/rDfWeRePDP
@Nicole_Cliffe https://t.co/ugmqTycRyA
@jakevdp https://t.co/Em0fZgXbPB
@polesasunder It's a client for my actual-money-paying day job. It is interesting!
I am learning about linear mixed effects models (FOR COWS 🐮) and this from @pageinini contains much help. #rstats https://t.co/ln5GmeWTqs
@quominus Dave's is based on this theme: https://t.co/MXLEyKbdmf
@quominus Yes! My blog is based on this theme: https://t.co/oVYOKD1HEZ
But I gotta say that ALL of Michael Rose's are gorgeous, easy to use.
@davidjayharris @drob Yes! https://t.co/bVLUb4Jrnp https://t.co/c34FuwFMfE
@sunitayyz This is an even worse problem for POC, I am sure, as far as job applications, etc. with African-American-sounding names.
The Simpsons + tidytext! https://t.co/UAnUALi0uq
@kathykrey 😞
@tabinfl Wow, that's so interesting!
@StephdeSilva EXACTLY.
RT @jkru: To promote lasting change we can't capitulate to a broken culture. It's important to have relatable role models, EVEN THOSE WITH…
@drob what really sucks is being told, "OK, but can you be... less yourself????"
@drob Absolutely, but I'm not unused to being the only woman in a room (I WAS A PHYSICS MAJOR);
@jkru It's... a problem.
opportunities? Or being taken as as seriously? But I'm not willing to pursue any of that outside of being myself. 4/4
The thing is that I AM ACTUALLY a woman, though, and I DO ACTUALLY have children. Being my authentic self may have cost me 3/n
I have had people throughout my career tell me to tone down how specifically girly/feminine I come across, or to never mention my kids. 2/n
I haven't had anyone tell me specifically this, BUT 1/n  https://t.co/9dvA12cPL4
@drob https://t.co/n6sEyRtCq0
@bearloga OMG, I need to do this. My eyes are getting worse so fast.
Another analysis of the first debate using tidytext! https://t.co/L5by6D4Pzo
I don't think my blog posts are showing up on @Rbloggers anymore. Has anybody had that happen? Feed was working, then stopped?
@dwdeardorff I should check on the river/state issue!
@dwdeardorff This analysis counted each state once per song, and Mississippi was counted as a mention regardless of context.
@drob I was having a bit of trouble fitting a beta function to that "DISTRIBUTION", if you want to call it that. 😳
I use empirical Bayes methods (thanks, @drob!) with the states/song lyrics data from my post on Monday.… https://t.co/pBLk9decIx
NEW POST: Singing the Bayesian Beginner Blues https://t.co/57f3C2Pqxo #rstats https://t.co/pISieZczmJ
@dwdeardorff It's a scarf!
Is Everyone Hanging Out Without Me? by Mindy Kaling My rating: 3 of 5 stars Funny (duh) and enjoyable to... https://t.co/zUDj5MtDL4
@KenButler12 It's a scarf!
Do you, like me, need help in how to be cool? My 7-year-old is here to help. https://t.co/lLFhbjChd2
@bhive01 @JennyBryan @fredericksolt In my big cow analysis project, AI means "artificial insemination", not "artificial intelligence".
RT @benmarwick: Some pictures of data from #debatenight transcript @washingtonpost #rstats code &amp; data: https://t.co/SQqwjaLqjD thx to @jul…
@JennyBryan @fredericksolt I'm doing the cows RIGHT NOW. (Have YOU dewormed your cows in the last 6 months?!?!?!)
@earino Me, just on the edge all the time.
Shorter days = hens really cutting back on the laying = time to start buying eggs again. 🐔🍳🐔
RT @kara_woo: There is literally no acceptable amount of smiling for women, ever. https://t.co/PDQSnlcll3
@ma_salmon Yes, I am familiar with a lot of them. 😜 (Not all, of course.)
@ma_salmon @geoparser_io That is so interesting to see!
RT @ma_salmon: Song lyrics across the world -- @juliasilge's post inspired this use case of @geoparser_io #rstats package 🎤🌎 https://t.co/F…
@ryanprior I show both the raw counts and counts per population here: https://t.co/3v7ZKcBDOI
@drob Or maybe I'll *get* to learn about Bayesian methods.
@drob I'm going to have to eventually learn Bayesian thingamabobs, aren't I?
@ibddoctor Yes! I want to, but I think I need to find a bigger lyrics data set given the counts I ended up with at the state level.
@ma_salmon That would be interesting to try! I think I need to figure out a bigger lyrics data set first, though.
@Yeedle That's pretty much the conclusion I came to.
I also made... this squashy thing?!?!? I don't know, everybody. https://t.co/bVLUb512eX #rstats https://t.co/7ZiSZJ9Puh
NEW POST: Using tidytext and U.S. Census data to analyze song lyrics (sourced by @kaylinquest)… https://t.co/uRJuejDNlL
@noamross Then I shall wave at you from ~15 min away. 👋🏻 (I could swing by later if you need anything.)
@noamross Are you leaving right away, I assume? Or stuck here?
Only 20% of my family likes butternut squash. 😭😭😭 (Yes, it's me.)
RT @mer__edith: Twitter AI 2x liklier to ID black dialect Not English, even w/many black users. What else can't AI w/o diversity see?https:…
@sharlagelfand Ah yes, that is closer. Have so much fun!
RT @polesasunder: can't find how to do subtitles on #ggplot2 website! Thanks @juliasilge for putting code on the internets https://t.co/GFB…
@sharlagelfand Woohoo, southern Utah! Are you coming through SLC?
@carolynwclayton Hmmmm... 😒
@hadleywickham Oh, that sounds lovely. I'm always half afraid of flavored liquors, but if you tell me that one is good, I'll risk it.
@hspter @hadleywickham @drob I ❤️ the subtitles and captions so much (use them all the time), and I quite like the left alignment.
Molly Weasley
Dana Scully
Groucho Marx in, oh, let's say "Duck Soup"
#threefictionalcharacters
@SKEdman Oh, I want to steal Molly Weasley.
@Ted_Underwood I don't know what it means that almost everyone I know included Hermione.
@HeidiBaya I ran into that just recently! Floating point arithmetic.
RT @Jowanza: Mapped the Cell towers in the U.S.:  https://t.co/cv17Lbu734. Probably too much data, but workable with filters. #Rstats
RT @ch000ch: was pokemon go just a weird dream
RT @astropixie: earth-based telescopes photographed by space telescopes!
can you name them?

https://t.co/YyGwiVFZRZ https://t.co/gw49BhDeEr
RT @tabinfl: Love seeing the art &amp; the smiles with @drkatestone's  Starry Night kits! #NASADatanauts! @openNASA @HackTampa https://t.co/qru…
@vasantmarur @JennyBryan My particular cows are in a developing country, so I can't tell you, I'm afraid.
Someone just added me to a "BIG DATA" Twitter list but I've spent the past two weeks wrangling Excel spreadsheets about cows.
Well, that is wonderful and affirming. https://t.co/sRO4fa5Naw
@RobertMitchellV @drob @kara_woo @xieyihui Your site looks GREAT. 🏅
@kara_woo @drob I already copied this and use it for my blog; it works great for me. https://t.co/ozbuyyiGJ6
@polesasunder 😱
@Nicole_Cliffe My talk is too full of memes anyway, though, so that had to go.
@Nicole_Cliffe I am giving a talk at the U about non-academic careers for physics/astro PhDs and I was THISCLOSE us… https://t.co/oy4HWFBa4A
@bearloga (Also, I really like black coffee just the way it is. 😍☕️😍)
@bearloga They ARE delicious! I feel/sleep/cope with life better when I don't have much sugar, though, so I do such things sparingly.
@dwdeardorff There you go! 'Tis the season.
I buy one pumpkin spice latte a year and today is the day because DECORATIVE GOURD SEASON.
@tabinfl Oh, I remember that book from my homeschool days!
Discussion on drive to preschool this morning: why did Anakin Skywalker and Ben Solo decide to join the dark side.
PSEUDOBULGE. https://t.co/OKUqtHsHJ7
RT @localblactivist: Ok quick thread for all non-black allies who want to help in times of black pain and struggling but don't know how:
RT @rabaath: On my blog -&gt; A Fun Gastronomical Dataset: What's on the Menu?
https://t.co/kIljjNKenx
#rstats  #food @nypl_labs
RT @noamross: Know a sharp recent undergrad with interest in data/#rstats/health/ecology? Pass this on! https://t.co/uZ0XH1s85v
@SecretBeck You are now on the hook for me the next time I can't remember where a Canadian province is, which is basically all of the time.
@SecretBeck Maryland! On the East Coast, sort of mid-Atlantic-ish.
Nooooooooooooo... 😫🐄😫🐄😫🐄😫 https://t.co/oMmyfisTFE
RT @dandrezner: Denise Young deserves a raise, because that's about as perfect a response as a corporate officer could deliver given the si…
@bhive01 HA! No, but just about babies and books and personal stuff only.
RT @NishWeiseth: Skittles. https://t.co/kpGVkh8IUl
Then I realized THIS WOMAN IS ME, and I should just apologize to all my original Twitter friends. I'm sorry, pre-data-science friends.
I just unfollowed someone on Pinterest because she used to post dresses I like but now posts only about goat husbandry and bees.
@hadleywickham @thomasp85 @jimhester_ @drob I guess I think of it that way already: "Now I will facet this plot by Variable X."
@hadleywickham @thomasp85 @jimhester_ @drob I am not one for fights over grammar, but "facet" seems fine to me as a verb?!?!
You know you want to... Becoming a Salt Lake City Convert https://t.co/SuoaE6rfMy
@jscarlton TRUTH.
I am having to re-do some pretty onerous data cleaning work, and I am SO THANKFUL that it is all in knitr, fully reproducible, etc. #rstats
Time to buckle down with this REMARKABLE COW DATA https://t.co/yA75zm84pU
@dataandme LOLOLOL... Oh, I love that.
OMG, I love today's xkcd so so much. https://t.co/Wc3elhwy3s https://t.co/ZZPegQyUoU
New version of janeaustenr on CRAN today, with no dependencies now thanks to @opencpu! https://t.co/GVrclq3DFY https://t.co/1ExtBtNktp
@rmflight Been there. Both of those places.
@thomasp85 @drob "Facet" *can* be a verb: https://t.co/QYylrTQe8r
@drob Oh right, Emmys, TV. 

DAVE.
@drob This is basically how I pictured living in NYC when I was about 12.
@drob I... explain yourself, sir.
@JennyBryan This is from a humor website (and written by my friend!) but not actually a joke, I don't think: https://t.co/UyzyqmkUjq
Not that I'm saying I personally have everything figured out with all this. The narrative is just often so super negative, though!
"Plenty of people are able to combine big jobs, families and personal time just fine." via @FortuneMagazine https://t.co/iXIwWbgi5h
@JennyBryan Like which car to buy? I am about to downsize my vehicle (because oldest is tall + no more giant car seats) and I am SO HAPPY.
Also realized I have been confusing Chris Isak and Bruce Springsteen for who sings a certain song. https://t.co/vfCJcYLTGB
Things I did while making bacon for breakfast: submit new release of package to CRAN, pay bills, start laundry. https://t.co/APoGTBO5Gr
@bearloga You say that like it's a bad thing.
@Jowanza Congratulations! She is so beautiful and I love that name. 😍
RT @NikkyMill: Time to update your slide decks! Stock photos of women of color in tech, now free to use. https://t.co/em7mODAs01 https://t.…
I wonder where she could have gotten that from.
My oldest daughter is such a Hermione.
@abresler Oh, I am so sorry. I'm really glad you got to share that about her.
@sciam @amcasari BUT WAIT, look at my profile pic on GitHub! https://t.co/PzL6jmf8MV
@ExpectAPatronum @dataandme Wow! That can't be true for too many names.
@astropixie @yo_dabba_dabba Gosh, that is uncanny. I wouldn't at all question it if someone told me that was southern Utah.
@mimismartypants This is what I need! A list of maybe 30 things that we can eat!
@mimismartypants You just motivated me to start a document on Google Drive called "Dinner" because lately I am THE WORST about meal prep.
RT @dataandme: How @juliasilge could have been a Debbie, &amp; other #rstats babynames fun https://t.co/vWRQdTmdq8 https://t.co/pdTPBEhsxJ
@dataandme Oh, I had so much fun doing that blog post!
@polesasunder OMG, ME RIGHT NOW. Dozens of differently formatted/organized Excel files... https://t.co/PK6HgFTJGL
I laughed HA HA SO FUNNY when I RT'd this a few days ago, but I used this for real just now. https://t.co/9ceP4jaGze
This is the project that finally made me the learn the RStudio shortcuts for things like "run all chunks above", etc.
Grep 🔁 grep 🔁 grep 🔁 grep 🔁 grep 🔁 grep
Googling for regex patterns, as one does. (People have already figured all this out already, everybody.)
@rsangole This is for work; it's survey data collected in a developing country on dairy production. Some messy Excel for sure!
I've decided I regret being snarky yesterday about this data I am analyzing; a lot of people worked hard to collect it.
RT @thosjleeper: Stunning. And poignant. https://t.co/K2bdeWISFL
@AngeBassa The only thing I have tweeted about today is being kind of bad at gnarly spreadsheets.
@AngeBassa Thank you! (But... you have made me wonder if this is general encouraging applause? Or specific?)
@KenButler12 Maybe I should have.
Now column names that start with a space and then a number in brackets, like so: " [11] Eleventh Important Column Title"

So fun, everybody!
Column names that start with pound signs FOR DAYSSSSSS. 😭#️⃣😭
@sunitayyz I saw that! So a) hilarious and b) helpful.
@JennyBryan This is just ~1/4 of the data for this project, so I'll see what trips me up next!
@JennyBryan Turns out some columns had a mix of formatting in different cells (numeric, text); they are all rectangular, at least.
@pitakakariki @ibddoctor @StephdeSilva Yep, this is what I landed on!
RT @ksylor: I made a website to explain how to get yourself out of your git messes in plain english https://t.co/6Rc6YTPM3o
@ibddoctor @StephdeSilva I tried that, but it still put in NA for all the times when the cell was formatted as a string.
This is what I need to do; I just tried it on some of the problematic files and no NAs at all. https://t.co/vSmfWFO3mL
@stat_geek YES! This is what I need to do.
@rmflight Yes, readxl::read_excel is doing better than anything else. It turns out that a few of the cells are formatted as strings. 😱
@StephdeSilva Actually, I think that the problem is that some of the cells are formatted as strings.
@bryancshepherd The one that seems to be working the most but adding in some NAs is readxl::read_excel.
@rmflight @drob These are all rectangular/tabular; it is more just issues of formatting, people typing "03" for the number 3, etc.
@StephdeSilva Is that... an OK thing to do? Change the original file? I guess I could try it and see if that is really the only problem.
@bryancshepherd I've tried a couple of things; some of them are crashing because of Java dependencies, some are putting NAs in, etc.
@StephdeSilva Different cells, same column.
that some of those are characters and then turning them to NA.
As an example, there are right-justified and left-justified numbers in a column, and the ways of reading I have tried so far are thinking
I feel like I have joined some super lame club.
I have questions about reading complicated, rather problematically formatted Excel files into R. Where do I go? Who do I talk to?
Thing I just wrote in an email to @datassist: "I'll note those details on how to count the cows." https://t.co/t9VdwTknZ2
@opencpu Is there a reason you don't want to put the stop words in hunspell itself? Or did you figure out something that will work?
@opencpu Thanks for the PR, Jeroen!
@HaleyNBurke I am wearing them right now! But I can hardly focus!
About to get my eyes dilated, so farewell, ability to read/focus. 👓
RT @wrightallison: You start reading &amp; think, "she's not really going to do this for all of them, is she?" &amp; then she does https://t.co/BKF…
@opencpu @GaborCsardi You have no idea how much joy it brings me to see Pride and Prejudice pop up randomly in my mentions like this.
@opencpu Or wait! Tokenizers! It has fewer dependencies than tidytext or quanteda, and it has stop words in a bunch of languages.
@opencpu Have you looked at quanteda? It has a list.
@seankross @quominus I have used the R console to calculate how much I need to pay a babysitter.
Starting work on a new data set that is ALL COWS ALL THE TIME. 🐮🐄🐮🐄🐮 Working with @datassist is the best.
RT @rOpenSci: We’re looking for a postdoc to join the project. https://t.co/Ye6BQvlPRb #rstats #postdoc
RT @mcsweeneys: Kate Chopin’s "The Awokening": https://t.co/CAhy61KJkF https://t.co/dg43EGruX8
You know how great I think living in UT is!
Some local data science people I know/like are hiring (entry-level DS, senior DS, data vis/D3): https://t.co/MF1oHw3vyA
RT @dkod: Annual Mean Temperature Trends – 12 Airports https://t.co/x4C3DA2g3i https://t.co/isrqe2Bd0J
@suz_pohl!!! https://t.co/AocOtodCsP
@JennyBryan I mean, I do my best, but I don't really make any promises about the current level of shoe-as-phone in my code.
@JennyBryan I'm sure all my early code is like this, from a time when we apparently had no phones but only shoes. https://t.co/I3taos8CBs
@hadleywickham Well... there is that as well.
Mmmmmmm, some @accidental__aRt with ggrepel. It looks... sharp and poky! #rstats https://t.co/FmOZYNnhI9
@NishWeiseth "Donald Trump seems to have been created in a laboratory in order to repulse Mormons." HAHAHAHAHAHAHA... LOVE.
This is excellent, on what's going on in Utah in this here crazy 2016 election https://t.co/TGnkLpoxgM
@andrewheiss https://t.co/X9tmOj4aDG
My 10-year-old has opinions on taco trucks on every corner. a) They should serve horchata. b) They should rotate corners, for variety.
Found one on this corner! 🌮😍✨ https://t.co/nLfOfz4DJB
They did pray before the concert and I... was not expecting that.
We came to see @leslieodomjr and it was an AMAZING MAGICAL DELIGHT.
I am on the BYU campus but my shoulders are not covered. 😳😱😳😱😳
RT @polotek: Peter is one of the ppl trying to clean up twitter's mess. This is legit, and you should consider working with him. https://t.…
@HighlandAnalyst @drob Thanks so much, @dselivanov_ and @lincolnmullen, for that wonderful package! 👍🏻👍🏻 https://t.co/A0lgAcYpbR
@HighlandAnalyst @drob The ngrams tokenizing in tidytext is done by tokenizers, which @dselivanov_ is an author on. https://t.co/FTW86DEMrX
Watch your step at my house this morning. https://t.co/2jCMa2eECY
@_inundata https://t.co/5A0Dl483sf
@_inundata @JennyBryan Also, I'm about to take a child to a piano lesson so this is particularly bad timing on my part.
@_inundata @JennyBryan Ask me anything, Karthik! 

(I probably won't be able to help you.)
@HaleyNBurke No! WTF?!?!?!?! It was SOMETHING HE USED TO EAT!!!!!!!!!!! 😭😭😭😭😭
@minebocek It is a true horror, Mine. Brazilian cheese bread (not homemade), shredded kalua pork, fruit for kids + salad for adults.
5-year-old about what I made for dinner: "No! I love that negative infinity percent!"
@earino Oh. Hang in there, you.
@_inundata @JennyBryan Oh dear. 

I have not truly given any option a real workout, to be fair.
@JennyBryan I have been using Table Tool (just for OSX); you can download a nice working version from the App Store. https://t.co/Le4oHGYT0F
@JennyBryan I remember having trouble with this one, so I found another option that is working well for me.
Like, literally immediately, because I am always mucking around with renaming and reordering factors for plots and whatnot.
I sat down to read this about the forcats 🐈🐈🐈🐈 package for factors and I immediately started using it. #rstats https://t.co/B3OibEW2Qn
@kierisi 😳
RT @ma_salmon: My exploration of #first7jobs tweets with #rstats on @monkeylearn's blog https://t.co/Gtzew6EBKu 🐒
@_inundata Maybe I should clarify the plot; @drob mentions you about as much as dplyr and broom, more than Trump, less than @hspter.
RT @astrotweeps: For those with undergraduate degrees in Astronomy/Physics, how much computer science preparation did you receive?
@_inundata And @drob loves #rstats more than all of us.
@_inundata @drob I am just seeing that you don't have an @ because of your underscore; maybe we can fix that.
@drob Ironically, we are celebrating a birthday TODAY. My youngest is turning 5!
@sjGoring @drob To be made public very, very soon.
@tdhopper Well, I *did* take all those and based on my current daily tasks, what I regret not taking is any statistics at all.
Gosh, I just wonder which one of these is me and which one is @drob? How will we ever know?!?! https://t.co/JuAMFeemtU
RT @Maggie: THE WORLD IS GLUTTED WITH WONDER. https://t.co/zNgvi4W2vK
@LoveStats I mean, I'm sure lots of them were/are adaptive, let you make faster decisions with limited resources, etc.
@drob I, on the other hand, have a sophisticated, elegant set of git strategies. 🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥
RT @drob: Me: Git makes it easy to revert your local changes

Them: Great! So what command do I use?

Me: I said it was easy not that I kne…
RT @seankross: New post: A Sentiment Analysis of Hamilton https://t.co/jyt5JoMNyD Thanks to @juliasilge and @drob! #rstats https://t.co/ebK…
@seankross @drob Nice WORK. https://t.co/qpBhkW53WX
My life is SO DIFFERENT than it was ~5 years ago.
Today is the day my LAST BABY starts his LAST YEAR of preschool. 😎🙊😧
RT @kevinmarks: How to talk to a woman wearing headphones: Be a Kardashev Type II civilisation in HD164595 https://t.co/ud5IcRYssj
RT @RLadiesLondon: .@RConsortium @linuxfoundation FUNDS @RLadiesLondon @RLadiesSF!! Retweet ur support! #rstats https://t.co/poS8oZuomU htt…
@carroll_jono LOL -- They talk about Erdős numbers in this children's book, but not Erdős-Bacon numbers.
@AriLamstein NO. That's why it is so painful.
@hspter 😂 That is not in there; lots of his other weirdness is in.
Perhaps unsurprisingly, my kids love this book: https://t.co/864Mao9njl
RT @daattali: I finally documented a big list of intermediate/advanced Shiny tips+tricks I've come up with in past 2 years #rstats https://…
@richierocks @drob NOOOOOOOOOO... https://t.co/EUSM26QZE8
RT @freelanceastro: "Data analysis is where theory and engineering meet! That's why it's great to work there." @davidwhogg #AstroHackWeek
RT @ItsAndyRyan: Dickens: It was the best of times, it was the worst of times
Schrödinger: Nice, nice
RT @OhHeyJacob: This is the best demonstration of the problem with gendering toys I have ever seen. #LetToysBeToys https://t.co/Vg79W47bki
@alexisylchan He is ABOUT to turn 5, like in 2 days. (Won't start kindergarten until next year, though.)
My 4-year-old has moved on from his fixation with infinity to prime numbers, but his grasp on multiplication is feeble at best. 😫😫😫
@tek_keller @drob You might check out how the stop words in the tokenizers package are encoded? Has Russian, Spanish, etc etc etc
@tek_keller @drob I am not an expert in encoding issues but I do know the tokenizers package does handle other languages.
RT @tabinfl: The Onion answers commonly asked questions about sexism. Brilliantly. https://t.co/bZ1IGCgZl0
@JennyBryan My physician husband told me about it yesterday!
I showed my husband the Drew Conway Venn diagram for the first time yesterday, and he immediately played Kenny Loggins' "Danger Zone".
@Nicole_Cliffe Meat is OK, just not meat + dairy together in the same meal.
RT @fonti_kar: #Rstats package written by @will_cornwell to select earthy colour palettes for plots! https://t.co/EdL3kCFBux #nerd https://…
@earino Hey, we're the same age! I turned 38 in June. ✨🎂✨
@jkru OMG, that is... crazy and traumatic.
@jkru What?! Oh my gosh.
The mint is "locally foraged", which means Rob walked down the street and stole it from a neighbor, basically.
Mint juleps with honey simple syrup 🐝 https://t.co/AzPTLqmaMh
@TheAtavism ON IT and non-annoying for Neil deGrasse Tyson" when I saw those.
@TheAtavism OMG, I did not notice it was not the real one when I saw that getting passed around. I literally thought, "Wow, that seems very
@hadleywickham @rdpeng @hspter But you did just make me question whether I've been saying ggplot2 wrong this whole time.
@hadleywickham @rdpeng @hspter No, it's a hard g like in "go" in my name, although that is one of the closest mispronunciations.
@hspter Yes, right! It is a weird one.
@KenButler12 Yep, that's right. That side of my husband's family emigrated from Germany in the 1920s. Probably a good time to leave.
RT @hspter: In which I butcher @juliasilge's name https://t.co/nITU1yU2uz
@hspter @rdpeng My maiden name was Smith and I started using Silge while I was just engaged because I was about to publish my 1st paper. 😯
@hspter @rdpeng It's two syllables: SIL-GHEE (short i, hard g like in go).
@hspter @rdpeng OMG 😂 that *was* actually pretty bad. It is quite a difficult last name, in your defense.
RT @bryancshepherd: Fun things to do with your GitHub profile:
https://t.co/aEN10kcMrl #Python https://t.co/OR0rgaG1bk
RT @drob: New post: Analysis of the #7FavPackages hashtag https://t.co/3CN6wgJt3O #rstats https://t.co/zjYAHWz9dT
RT @krisshaffer: Exploring musical data with R: An introduction to computational music analysis https://t.co/Ppw7CJ8iov #corpusmusic #datas…
RT @superdames: You guys

I have a new favorite supervillain https://t.co/jVu9QlcsF6
RT @lenkiefer: comparison: year-over-year house price growth by state https://t.co/jjfz6ohvgc
@carroll_jono @drob My git skills/practice could be improved by several magnitudes and I would still probably mess stuff up on the regular.
@carroll_jono @drob HAHAHAHA, yes. (It's not a package; it's this book we're doing.)
I would just like to publicly say that I am sorry for this, @drob. 😵😵😵 https://t.co/Ccz9Lf1KJE
@noamross @dataandme If you would like to find a TOXIC CULTURE...
It's true; in astronomy, there are hardly ever any controlled experiments. 🔭 https://t.co/B44F3yThAK
@ErmiaBivatan Hmmmm, I think that Hilary Parker's tutorial here for a simple package is helpful: https://t.co/z42Ot5Meul
RT @rOpenSci: [blog] New #rstats package tokenizers (by @lincolnmullen ) joins rOpenSci  https://t.co/uHEa75i9eM
@RallidaeRule I was an astronomer, so for me it was weather + telescope instrumentation.
RT @cpsievert: New #rstats package for exploring zika virus data. Let me know what you find! https://t.co/PB9YsKOfDC https://t.co/JQzxXMZUku
RT @jakevdp: I adapted my intro #Python lectures into a free @OReillyMedia e-book: https://t.co/kTRnbqqCfM
Notebooks here: https://t.co/DYP…
The Girl on the Train by Paula Hawkins My rating: 4 of 5 stars Gripping, tense, and a fast read. It’s... https://t.co/iY5kqNn25t
RT @lenkiefer: This https://t.co/moGJ8iMgkC from @juliasilge 
+ https://t.co/PaIIhDZrtc from @kyle_e_walker very helpful to get started w/…
We have successfully gone 🚨BACK TO SCHOOL🚨. We now have a 5th grader and a 2nd grader!
@SecretBeck Oh, I am so sorry. 💙
@gdbassett Right, nothing much more fancy than that. I smashed the berry/basil up a bit to release the flavors, but that's all.
@JennyBryan Life is a rich tapestry.
@JennyBryan OMG. One of my kids has autism, so this is, like, hilariously familiar.
@hadleywickham If you ever come through SLC, for skiing or whatever, let's DO IT. 🍸🍹🤗
@arnicas That sounds LOVELY.
Blackberry basil gin + tonic 🌱 https://t.co/u5k3z86XG4
Alternatively, I could go full-on uniform and ONLY wear black jersey dresses, all the time. That might be the more cool, hip option.
⬅️ What am I wearing in my profile picture? A black jersey dress.
THING I SHOULD NOT BUY ANY MORE OF: black jersey dresses
I'm organizing my closet and boy, is there a lot of black jersey.
Negroni slushies, because it is still hot here ☀️ https://t.co/IgxcBumuMy
RT @lpettingill: My team, @Airbnb Data, hiring for a hugely impactful role ensuring our platform is inclusive for all. Amazing opp. https:/…
@hadleywickham @RallidaeRule @bearloga I've been using ggstance a lot when I need horizontal stuff. Would that help? https://t.co/zljShrYBnP
@hadleywickham The bad one!
Jane Austen Films and Onion Headlines: A Perfect Match – Flavorwire @flavorwire https://t.co/e6QxvVw48v https://t.co/xCc1X5ZtiE
RT @RexRizzo: Wired: "Machine learning will TAKE OVER THE WORLD!"

Amazon: "We see you bought a wallet. Would you like to buy ANOTHER WALLE…
@tjmahr Thank you!
@ChadEfaw Have you seen/used choroplethr by @AriLamstein? It is also really great to use.
I made a Shiny app where you can choose what % of the population to use as a break. https://t.co/3B4tVyzIHh #rstats https://t.co/Fzp8fUx1iO
I saw this tweet getting passed around lately, and thought I'd like to explore the idea more: https://t.co/TrOlX6S3Km
NEW POST: Mapping U.S. population density -- where do people live? https://t.co/vYDCI3v35f #rstats https://t.co/QhpvFQ52UR
People are connecting FIBER to our HOUSE. ✨🎉✨🎉✨ 

(I work remotely, from home usually, so this is a great development.)
@badala2164 It's up at Alta in Little Cottonwood Canyon, and it's a bit of a hike, but not too difficult for children, etc.
I knew I was doing it, but boy, I sure did not plan for much childcare these last few weeks of summer.
Turns out the first day of school on Monday is a half day. 😐
RT @revodavid: The R packages and functions used in @drob's fantastic analysis of Trump's tweets https://t.co/IAjXDFVtsf #rstats https://t.…
The kids and I hiked to Cecret Lake up in the mountains today. I cannot believe we get to live here. https://t.co/MR5CD96WrJ
@Mr_Poirot Oh, RStudio, far and away: https://t.co/wFOqOx19oP
@Mr_Poirot Files that end in .R are scripts that you write with code in them, so definitely editable!
@bryancshepherd My husband is an allergist and he was just bemoaning this. Awful.
@Selkie1970 Wow, that is PRETTY. And your eyes look so blue!
@drob @brendan642 @AmeliaMN When I was writing the unit tests, I was all: https://t.co/6IZKcwTgEb https://t.co/pWoSBDS4Fn
@brendan642 @AmeliaMN @drob NOPE.

WHAT DO PEOPLE USE THAT FOR?!?!?!
@AmeliaMN @brendan642 @drob We have ngrams and skip_ngrams; it's in the examples but no vignette on it yet. https://t.co/XS2ks4S5pA
@DoctorMac I KNOW!
@StatGarrett I have just recently sent that to someone and she found it really useful/helpful. She is up and going now with rmarkdown. 👍🏻
@drob @AmeliaMN @kaylinquest I have GRAND PLANS for this data set, whenever I get around to it.
RT @drob: Love this tidytext analysis by @AmeliaMN on song lyrics. E.g. most repetitive songs! https://t.co/FTw7IMOBcx #rstats https://t.co…
RT @JennyRohn: This stat's been available for years. What's terrifying is academia's failure to disclose it to prospective students https:/…
@JennyBryan @drob Is this still happening?!
RT @AmeliaMN: Me, learning new things in git https://t.co/38htN1s8GR
ggplot2
dplyr
purrr
devtools
rmarkdown
knitr
shiny

#7FavPackages #rstats
Doing some data science in this great office space today. So peaceful! #momlife #EndlessSummer https://t.co/ncbCDJHglp
@Selkie1970 @SecretBeck HAHAHAHAHAHAHAHA... Oh man, I don't know why but this just struck me as so hilarious (because YES).
@noamross @jimhester_ @hadleywickham Then how do you access it in the data-raw script? Explicitly like pkg:::function?
@nj_tierney Right about here: https://t.co/NfFnBmHGnS
RT @hadleywickham: rstudio::conf (https://t.co/ld0ZVEwach) has a limited number of diversity scholarships available: apply at https://t.co/…
RT @Jowanza: Important story: https://t.co/LCdA1vV06j
Mmmmmmmmm, external validation. @datassist https://t.co/0GPvVPiMd3
@hadleywickham Hmmmmmmm... I don't really want to make them functions in R/.
@Biff_Bruise MAPLE!
@groundwalkergmb Right, just for setting up the data. (But too long to really go in one file.)
(Elsewhere in data-raw.)
What is best practice for "source"-ing them from one file so another file can use functions set up elsewhere?
I have an R package question about functions/scripts in .R files in data-raw. #rstats
RT @KevinQ: Mo Farah FELL DOWN but still owned the mens 10k. His rank every 100 meters: https://t.co/A4GB6UDI8J https://t.co/dMpCAXfTLY
It's the last week before my girls go back to school. I sure do enjoy having more time with our kids during the summer.
RT @laurenduca: When you're too concerned about Zika to remember how bar graphs work https://t.co/HnOqVShXld
@SKEdman Oh, yes, EXERCISE.
@SKEdman I do pretty OK. It was tough there for a while, though, even when the kids were sleeping OK themselves.
@SKEdman I NEVER had issues sleeping in my WHOLE LIFE before babies. I will say that now, with my youngest ~5 and careful sleep hygiene,
@SKEdman I feel like having babies and the nighttime parenting really messed up my sleep patterns.
@angiefagerlin Yes! We are enjoying ourselves thoroughly.
@bearloga YES.
@datassist Our view on waking up: https://t.co/hc3YMnBx0y
We are glamping up near the Idaho border this weekend, and it is delightful. 🔥🌅🍇 https://t.co/ldxfLsoK6N
@benheubl That will be great!
Last day of Python camp for my tween daughter. https://t.co/vKXWIg1TDo
RT @drob: I wrote up my #rstats analysis of Trump's tweets in the Washington Post:  https://t.co/rR0HmIsqC4
I'm reading about Haskell someone stop meeeeeeeeeeeee...
@earino @quominus (We were actually very lucky compared to many, not upside down, didn't lose that much, etc. Still stung though.)
@earino @quominus We lost money on TWO houses, selling in 2008 and then again in 2010. SO SMART OF US!!! 💰😥
@Nicole_Cliffe The way she uses the word "inappropriate" is just AWFUL/HATEFUL perfection. This journalist is a) beautiful and b) so modest.
@Nicole_Cliffe https://t.co/LIwi4WcrIM
@janschulz That is some truth right there, and that *IS* something my education (physics/astro) was really good at.
Maybe then I wouldn't have ended up shamefully googling "definition of r squared".
Sure wish I had maybe taken some actual formal statistics sometime during my long, long educational path.
WELP, here's @drob talking to @TIMEPolitics: Programmer thinks he can tell which tweets Donald Trump wrote himself https://t.co/Qn3dyvsOdV
@drob @hspter ❗️❗️❗️❗️❗️❗️❗️❗️❗️❗️❗️❗️❗️❗️❗️❗️
Well, I'm installing this IMMEDIATELY. https://t.co/w9Q9Vukj9Z
@alice_data I did improv comedy in college! So fun.
Scape by Luci Shaw My rating: 4 of 5 stars 
I so enjoy Shaw's poetry, and this is wonderful. Lots abo... https://t.co/r9cO0HCmVP
RT @NishWeiseth: GOP evangelicals thinking that Clinton op-ed in Deseret was for them? Take a seat. It’s not about you for once. Welcome to…
RT @andrewheiss: Excellent list of LDS references in Hillary's DesNews op-ed https://t.co/59D0RMFdL1
I'm giving a talk next month at the U here in the astro/physics dept about non-academic career paths. Send me your blog posts/advice/etc!
RT @ScientistTrump: .@drob has zero natural talent - should not be coding. His analysis is bad &amp; his ggplot2 ability-zilch! https://t.co/WT…
RT @ByCommonConsent: When Hillary courts the Mormon vote, you know this is a weird election. https://t.co/VWX9JXNuVB
@lenkiefer @leetothekiefer Wow, amazing! 👍🏻
@JennyBryan Getting values out of nested-ish JSON: https://t.co/q9o60PdjDU
@JennyBryan This was one of the first times I used it in a little project, and I thought, "OMG, I have no idea how I would have done that!"
RT @JennyBryan: Seeking input for a purrr lesson #rstats:
1️⃣ WOW examples: behold, the simplicity!
2️⃣ challenges: how the #@&amp; can I do th…
RT @hspter: Just seeing that @drob's Trump tweet analysis was picked up by @mashable! https://t.co/N5A2TDOr0u
@JamesFallows @drob Dave!
@quominus Maybe a little bit: https://t.co/MIZ2nt4KBX
https://t.co/nbnPPqACyy
@quominus OH NO! You must find some BREAKFAST TACOS!!!
@revodavid @quominus Boy, we can be the worst here sometimes. Salt Lake is medium OK, at least in the central city. People ride bikes, etc.
@quominus Oh, I do ❤️ Austin, though. I assume you are eating breakfast tacos and drinking tequila, etc etc? Maybe Barton Springs?
@hadleywickham @quominus As adults, we moved from a really walkable neighborhood near New Haven to a suburb of Dallas and it was so sad.
@hadleywickham @quominus That is some truth right there.
@quominus I was all, "FERGAL! I wouldn't try that, and I have lived here in TX my whole life!"
@quominus way to the SSN office downtown, without telling us. He came back looking nearly dead of heat exhaustion. 😱
@quominus One of my officemates was Irish and his first week in AUS/TX/the US, (it was August) he decided to walk from campus all the
@quominus The land of my PhD years...
This WAS actually a terrible idea. Instead, tidyr::nest once, then dplyr::join and purrr::map2.
(This may turn out to be a terrible idea.)
I just tidyr::nested some tidyr::nested data frames. #rstats https://t.co/v1awgdQ5uS
@ledell @ErmiaBivatan Yes, I use jsonlite::fromJSON for this type of thing. Check out an example here: https://t.co/6euMmUOoMS
@drob This is crazy interesting, and great.
RT @drob: New post: Analysis of Trump tweets confirms he writes only the angrier Android half https://t.co/HRr4yj30hx #rstats https://t.co/…
RT @arappeport: SALT LAKE CITY — Mormons in reliably Republican Utah consider a radical idea: voting for Hillary Clinton https://t.co/oe8pB…
@Jowanza That dessert rhubarb hand pie thing was MAGIC.
@Jowanza About the same as Finca, I'd say. I've been there twice, and I liked it. https://t.co/TWBLYcr3RI
@Jowanza I also really like Pago. Other ideas would include HSL, Eva, and Finca.
@duffy_ma @vielmetti @JennyBryan @yodacomplex https://t.co/DwbQS9Id1A
@duffy_ma (Maybe save/copy your local version somewhere in the meantime to make sure this all works out.)
@duffy_ma I am an expert at this strategy.
@duffy_ma This is "burn it all down", as it were. 🔥🖥🔥
@duffy_ma If you really, really want to do this, "rm -rf" the whole directory, then "git clone" the GitHub repo to the same spot.
@hspter 😂😂😂 OMG, that's awful. (I'm terribly allergic to cats &amp; have enjoyed dog ownership in the past, for the record. Only chickens now.)
@sandcastler1 https://t.co/nBuVwpYGjw
@sandcastler1 Oh man, she is pulling for a dog/cat/rabbit/anything so hard. All we have is chickens (outside) and a lot of allergies.
About 20 kids in the group, and she is one of 2 girls. 😐 Utah parents, you're killing me here.
Dropped tween daughter off at the first day of Python camp.
Wow, analyzing #firstsevenjobs with @monkeylearn. 💯 https://t.co/tpQUxnzlhp
@ma_salmon Oh Maëlle, this is GREAT.
RT @_cingraham: 8 PM: We can totally binge watch Stranger things and then go to bed 
11 PM, huddled in living room with all the lights on:…
RT @ibddoctor: How do #IBD patients feel about clinical trials? Mostly hopeful anticipation of new and better treatments https://t.co/hWsQJ…
@hspter @Hazlitt Wowza.
RT @Maggie: Everyone at the @nytimes just giving each other the slow nod this morning. Beautiful piece. https://t.co/0G9R0TyKpb
@thurm0nd It was a symphony pops thing: the music of John Williams. Fun!
Living in Utah is pretty tough, everybody.
Went to an outdoor concert in the mountains tonight, the Utah Symphony Orchestra at Deer Valley Resort. 🎶🎶🎶 https://t.co/jAidiy04Wy
RT @ipnosimmia: Sense and pragma. It took a while, but here's my (partial) exploration into Jane Austen's word world. https://t.co/oObSuhqp…
I want to clarify that the hair accessory thing was a real job with a time card upon which I clocked in and out. https://t.co/xtooe4b4JK
@sunitayyz Right; I forgot about boarding school.
@sunitayyz You too?! You literally were not paid for any jobs before these? That internship was your first paid job?
@daattali That was literally your first paid job at all?!
@inconvergent Things look good in Chrome on my iPhone 6. 👍🏼 https://t.co/BMkl4hZGhN
@emjonaitis Huh, that may be partly it. For me, 1st 3 were before high school graduation, next 4 were during college (some concurrent).
@dataandme Yeah, I think that was probably the point of the bot.
@dataandme They've been suspended now, obviously.
@dataandme Aaaaaah, I just learned that was a totally fake account, not IOC or anything. The IOC does have rules, but that was a joker.
@NevilleLeoniers It must; the first 3 of mine were before I graduated high school.
So many of you got to "real" jobs in your first 7 jobs! Mine didn't even get past my undergrad graduation. Was I a job hopper?
@Jfpohl Really?!
RT @onshi: Yeah, this is working well #Rio2016 https://t.co/sBSuWkha91
@sjGoring @minisciencegirl Nothing in the chunk header, no hand editing.
@sjGoring @minisciencegirl I did get it to work, with `width = "100%"` in the call to leaflet(). It looks right on desktop/mobile now. 👍🏻
@dataandme Did you see the Pope one?!
@kyle_e_walker @timelyportfolio That worked, and it looks right now: https://t.co/rRFTSsaKWQ (R Markdown here: https://t.co/NoMVSeh6xu)
#firstsevenjobs
👶🏼 babysitting
🎀 hair accessory making/sewing
🛍 fabric store
📘 library
📞 insurance agency
✍🏻 math tutor
💡 physics lab
@kyle_e_walker @timelyportfolio Thank you! I'm going to try this.
@kyle_e_walker This looks terrible on mobile right now.
@kyle_e_walker You know a lot about Leaflet. Any thoughts on getting the width to play nice in Jekyll/R Markdown/GH Pages?
@SKEdman OH NO.
RT @Jowanza: Finished up this map of landfills in the United States with income and population information: https://t.co/JkGuFytZim #rstats…
@znmeb with images on mobile (resizing, etc) but these htmlwidgets do not play nice. Or at least it is beyond my front end knowledge.
@znmeb I was just trying to make these maps and put them in a blog post, though. The whole "theme" I have for my blog does a great job
@znmeb Yes, when I've used flexdashboard or Shiny, mobile looks very good.
Wait, wait, wait, is making things interactive HARD or something?!?!?!
Well, now I got the maps wider but they look awful on mobile now. This never happens with non-interactive plots/PNGs/etc for me.
@aschinchon You want to do something like this: https://t.co/zpjzwu7FXz
@aschinchon My blog is Jekyll + R Markdown + GitHub pages, so I do it a different way, but I know that people manage it.
@aschinchon Sure!
@sjGoring @minisciencegirl Gosh, that sounds... formidable to me. Where do you mean?
@drob @quominus https://t.co/Dx3NNoEdFV
@drob It wasn't me, Dave!
Do any Leaflet experts have advice on getting the maps to display wider on my Jekyll/R Markdown/GH Pages blog?
NEW POST: Mapping ghost sightings in Kentucky using Leaflet 👻👻👻 #rstats https://t.co/rRFTSsaKWQ https://t.co/codPf3gy6O
@rmflight These are actual sightings from an actual website, it turns out.
What a great new data package on CRAN! And always great to see more women authors in #rstats https://t.co/nROMibqPxX https://t.co/UEayWgx9bz
I got 100% correct in #TrumpOrJesus https://t.co/HwJ6VH9DE4
@RallidaeRule @quominus https://t.co/6R7QyqgZTg
@drob Basically a statistical weighting algorithm (post-stratification using ACS data).
RT @datassist: NEW BLOG: Good Things Come to Those Who Weight. https://t.co/n2vVGyXteC #datassist #dataviz https://t.co/5UYe7mLHQM
@drob (I don't really know Ruby, or much anything about front end web development, for the record.)
@drob Nope! This is the first time. It is super super beta right now, but we have successfully gotten it hooked up to the Ruby front end.
@drob But again, none of it is going to be big enough data (i.e. surveys) that speed of data.table vs dplyr matters.
@drob My current big project is actually the back end to a whole survey website thing. It's getting hooked up to Ruby and everything!
@drob @dataandme @tek_keller Well, the size of the data I usually deal with is such that "thinking" time of writing code is more important.
@tek_keller @dataandme You dooooooooooo... It will make your life easier/better.
@jon_m_rob Gosh, I thought you meant #rstats and I was SO confused for a minute.
@Nicole_Cliffe V is doing drama camp at the U this week and she is sooooo happy. a) Half of it is like straight-up OT and b) 💃🏻🎭🎶🎉
I sure would like to see another, more recent, big, likely voter poll in there.
FiveThirtyEight's forecast gives Trump a 95% chance of winning UT, but look at those polls. https://t.co/mnz6GbZa1g
RT @BenjaminEPark: A very smart essay by @maxperrymueller on the long history of Mormon opposition to Trump. https://t.co/WL4QMi5kiw
@Chucheria Sure, I work with @datassist. It's been great to work on such interesting projects!
@emjonaitis I mean, some episodes are straight up bad, TBH.
@emjonaitis MULDER + SCULLY = 💖💖💖
@emjonaitis Mmmmmm, first several seasons = DELICIOUSLY WONDERFUL. https://t.co/rKOqZOqQgI
I'm (slowly) rewatching through X-Files and OH NOOOOOOOOO Scully has cancer. 😮😰👽
RT @datassist: If you run online surveys, we have a free tool that will increase their nutritional value.  #datajournalism https://t.co/UJW…
RT @drob: .@_inundata promotes Journal of Open Source Software, w/ tidytext article by @juliasilge+me as example 🎉🎉 #JSM2016 https://t.co/I…
Then it doesn't say "Paid for by Hillary for America"
📌 Mitt Romney saying Trump is unfit to lead
📌 Big letters: "Is Trump consistent with Utah values?"
📌 "VOTE YOUR CONSCIENCE"
I have come up with a good political campaign commercial for Utah:
📌 Trump talking about Khizr Khan
📌 Trump telling the baby to leave
Gosh, I wish I had thought to do the sentiment analysis on convention speeches first, but those analyses (last RT, @benheubl) are GOLD. 💯
RT @BrianToad: Was Trump's RNC speech the most negative in recent history? Yep. My student and I checked. https://t.co/c5Qe2UrE8o https://t…
RT @jpager: Probably the best use of pie charts I've seen this year https://t.co/1Ju7HKB2zO
RT @_inundata: Fancy new rmarkdown website! 
https://t.co/pDqKnhp62B
This is still in process and could use some more cleaning up, but COOL, right?!
I did some work on our #NASADatanauts project today, connecting description text and keywords in metadata. #rstats https://t.co/0dzMieTcTS
ME: No more poop jokes! Poop jokes aren't funny.
UNIDENTIFIED CHILD: &lt;pause&gt; Aren't they?
@duffy_ma https://t.co/9TyFdnGNdI
RT @seankross: New short blog post: How R Packages are Licensed https://t.co/lOAnz3cMmG (Thanks @hrbrmstr) #rstats https://t.co/skOumIX4qz
RT @kyle_e_walker: The caricRture package by @chrisbrunsdon for hand drawn-looking maps w/#rstats is really fun https://t.co/KXVZu05MKv htt…
@rachelheldevans 👍🏻💯
@lenkiefer So nice!
RT @albertocairo: New blog post: Trumpian visualization https://t.co/UBFcgLK6LV #dataviz #infographics #dataJournalism #ddj https://t.co/KE…
@drob 😱
Just typed "?" and then some words into Google, so I guess #rstats has really got me now.
@sf99 Well, I just put it as an answer on Stack Overflow here: https://t.co/RkGgdD2r20
Replacing random values in a data frame with NA using purrr::map_df. 💯 #rstats https://t.co/qwqzt2b0HM
This is based on the NEISS data set! https://t.co/Cov8o4NOlS https://t.co/wXZFmD40ZJ
@DoctorMac That's based on the NEISS data set!
@MaryLUE @hpstrawberries @SecretBeck @SKEdman https://t.co/dEErT1X1NZ
@MaryLUE @hpstrawberries @SecretBeck @SKEdman BLEAAAAAAAAARGH... I feel almost certain that is a photoshopped picture BUT STILL.
@SKEdman @MaryLUE @SecretBeck @pledman OH. That is TRULY WONDERFUL.
@SecretBeck @MaryLUE @SKEdman I love the eyebrow interpretation here especially.
@ibddoctor Send the details to me in email. firstname dot lastname @ gmail, and I will take a look!
@MaryLUE @SKEdman @SecretBeck We did that recently too. 😬 https://t.co/TSz8plQyPD
@SecretBeck 😱😱😱
@ibddoctor Ooof. What happens if you save the Word doc as plain text (.txt) from Word? Then you can use readr::read_lines?
@SecretBeck Yay! https://t.co/tCTHxKoDOn
We are halfway through Stranger Things. Holy moly.
So how much Animal Jam is too much, is what I am asking?
Tomorrow begins the 3 weeks of summer for which I do not have solid childcare arrangements. 😱 Living that WFH, remote worker life.
@SecretBeck I am not a huge neutral person in general but I really love grays like this one.
RT @capricious_: "I begged my son, I begged him, do not come back a hero, come back to me a son. He came back a hero." -GHAZALA KHAN https:…
RT @NickTimiraos: Donald Trump said he would have liked to hear from the wife of Khizr Khan. Here's what she said on MSNBC last night: http…
@ErmiaBivatan It's this package here: https://t.co/eXfXLbgDFo 👍🏼
@ipnosimmia @ma_salmon When you use @drob's gutenbergr package, that is all not there! (Sometimes there are still footnotes, etc.)
@ma_salmon I haven't looked into it much, but I know that @FastForwardLabs has done a lot of work on summarization of text.
RT @ma_salmon: Trying to find entities, keywords&amp;topics in Little Women in #rstats via gutenbergr &amp;monkeylearn @drob @juliasilge https://t.…
RT @vihartvihart: I can't stop thinking about how when people say "precise" but mean "accurate" they're being precise but not accurate.
@ramhiser @benheubl It's this one: https://t.co/eXfXLbgDFo I'm really happy that people are using it.
RT @RonHogan: “The Clinton campaign offered to put him in contact with a speechwriter. He declined. He knew what he wanted to say” https://…
@bhive01 I think there is going to be a filmed version on PBS in October.
My 4-year-old just told us his favorite animal was a bald eagle.
(Yes, we are listening to Hamilton.)
I'm having patriotic feelings. I... I don't know what to do.
@dataandme I feel like a lot of the culture at A&amp;M is such that people would see that as subversive/hilarious.
@hadleywickham I DO like cmd + shift + enter.
@dataandme Not that this surprises me a great deal, TBH.
@dataandme UGH. I'm class of 2000, @TAMU, but this makes me not want to admit it.
@kierisi HAHAHAHAHA... 

For physics, where I was the ONLY WOMAN in my cohort. 😭😭😭
@kierisi 😵 This is where I did my undergrad.
@millsGT49 Yeah, it wasn't saving me time or anything and I wasn't loving the output as much as straight knitr. Might not be for me.
I did some work in one of the new rmarkdown notebooks today, and I'm not sure if it's for me.
Did work on my first #nasadatanauts project today, looking at connections in the metadata of NASA's 32,000 datasets. https://t.co/ZgAO7obMDT
@benheubl AMAZING. @drob https://t.co/1sL9YGvWmf
RT @benheubl: WOHO my sentiment analysis published made possible by #rstats package by @juliasilge AMAZING https://t.co/vM6Z1Cxq1r https://…
RT @bradheath: Guys, Google Trends is basically gibberish.
But if you *have* to use it, for a sense of scale, compare to "porn." https://t.…
RT @dataandme: Kickin @hrbrmstr tutorial:  “Use quick formula functions in purrr::map” https://t.co/47Vzyo0mlC ht @abresler #rstats https:/…
RT @Slate: What should we call Bill Clinton if Hillary--OH GOD NO STOP https://t.co/GZpzn4SJnj https://t.co/HHqUcceaL3
RT @thosjleeper: Dress for the job you want, not the one you have. https://t.co/XMAy6f5ydP
@srbutner @dataandme 
I 💖💗💖💗💖 purrr::map, @hadleywickham. 
I 💖 it.
@AngeBassa OMG, I've internalized so much of this.
@dataandme I would tend to use a purrr::map function in those situations: https://t.co/zgFSdIxvpB
https://t.co/BHkraGYh4D
It is 👍🏻👍🏻
Well, I have learned a valuable lesson about floating point arithmetic today.
RT @carroll_jono: @juliasilge https://t.co/D1LMP3hjZn

&gt; print(.1 + .2, digits = 18)
[1] 0.30000000000000004
@groundwalkergmb Yep, there we go.
@quominus If you just do sum(fracs), both return "1" to the console so I'm having a hard time telling what value is being stored!
Oh my gosh, WHAT IS GOING ON?!?!?! 😱 #rstats https://t.co/X9BuFdv8rf
@quominus It seemed like such a creative idea at the time.
@quominus I wouldn't say that I *REGRET* the tattoo I got when I was 21 but I will say that it is a Japanese character.
RT @ThePracticalDev: Interviewing my mother, a mainframe COBOL programmer https://t.co/oYqoQZnLiT
RT @andrewheiss: This thread 👍👍 https://t.co/ano8vafUTI
RT @ndiakopoulos: Want to crush Trump with data? Lots of data science openings to join @HillaryClinton https://t.co/3naVamw3tz via @media_p…
@kierisi it me
@bearloga @bhive01 @quominus Fair point. Having only 5 in a whole backyard makes the chickenshit much more manageable.
@wrathematics @quominus What I'm saying is, it's not like having a dog.
@wrathematics @quominus They are REALLY stupid. I like having them, but looking into their eyes is like looking into black, beady emptiness.
@wrathematics @quominus HAHAHAHAHAHA... Only our own.
@quominus We don't have a dog, so...
@thosjleeper No, it shouldn't very often, at least not more than there are Census data releases. It would still be ~7 Mb. 😬
@groundwalkergmb I haven't tried this; can you point me to a resource for how to do this and then have the R functions access it again?
@drob This package would still be over 5 Mb, unfortunately, about 7.2 Mb, it looks like, as I have it stored right now.
@groundwalkergmb I mean, it is tabular data frames saved as .rda right now.
@groundwalkergmb It's processed/tidied census data. Doing a Census API call each time is slow, it turns out.
As in, the algorithms are pretty much pointless without the data there. I have it all saved as .rda right now.
Talk to me about options for R packages that are about ~7.5 Mb in size. Almost all of that is data, but very important. #rstats
Doing some real high-quality computer programming over here this afternoon. https://t.co/cBzhJrjsMr
RT @AmeliaMN: The Myth of the Moon and Menstruation https://t.co/VWekd7500S Analysis of 7.5 million cycles!
@kerry_benjamin1 I think of it as sort of like dplyr but for functions, although I'm not sure if that is a foolproof analogy.
@kerry_benjamin1 A library for using functions, or functional programming: https://t.co/zgFSdIxvpB
https://t.co/BHkraGYh4D
Also, there are about -10 teenage boys of "other" race/ethnicity in some rural county in Alabama.
HOO BOY, my dplyr/purrr skills are getting a workout with this census data.
@quominus https://t.co/WoNwqy48Jd
RT @Jowanza: Blogged about food poisoning: https://t.co/on7wHBCwUA
@Jowanza https://t.co/wGDXQyuJk1
@Jowanza For those among us in the market for a modest home.
Tomorrow I'm presenting the work I did on mapping water use in SLC at our local Code for America meetup. 📊💦📊💦📊 https://t.co/Ih5UTYTYUS
@_inundata I am considering the same question.
@hrbrmstr @quominus Oh, the irony. https://t.co/Rx6GpSE7A6 https://t.co/7AWPNRDnuC
RT @DoctorMac: Me &lt;hastily&gt;: Alexa, next song!
Daughter: Well I didn't learn any NEW swear words.
@measurestuff The NEISS data is large-ish; I bet that's why it can take a bit to load if the app has been "sleeping".
@znmeb Wait, I see you say "via", not "by". Sorry!
@znmeb Actually that is written by @drob. 👍🏼
Gin + Fernet + Cava 🍊 https://t.co/0CuFmqZJGa
@kerry_benjamin1 Nice! I have looked at the posts you sent me and they are great; I want to send you some feedback, too. 🙌🏼🎉
With a Shiny app for exploring injuries caused by consumer products: https://t.co/NCLLqSinix 🛁🔪🏀 #rstats
NEW POST: The Return of the NEISS Data #rstats https://t.co/Cov8o4NOlS https://t.co/aJ0QwM7zOr
RT @astrotweeps: The Martian in emoji (spoiler alert): 🌅🇺🇸🌎🚀💺🔴⚡️⚡️⚡️🚩👪🚀🙇💡🔦🔨🔬🎧🛁🔩🔧💩💩🍃🍟🍟🍟🍟🇨🇳🚀🚩🚀🌎🎉🎊
@hrbrmstr Like clapping in white people church vs. diverse church or black people church.
RT @wocintechchat: Allies, feel free to use and share. Representation Matters! #womenintech #tech #womeninstem #womeninsecurity https://t.c…
@JennyBryan Yes. Heel roast? Almost all of ours is great, though, or we wouldn't keep buying.
@soniaardila1 As per this: https://t.co/9vU8EeQQG4 You can do it in base R graphics. You could use facet_wrap and scales = "free_y"?
@soniaardila1 There are no options for using 2 y axes at the same time in ggplot2, because most people consider it bad practice.
RT @ma_salmon: From discussing 4th of July fireworks w/ @juliasilge to @sciencerely writing an article abt it in @Open_AQ's blog ✨ https://…
RT @quominus: Who in my circles would be interested in DataSci jobs in infosec? Everything from pure research to ML systems, no infosec bac…
RT @drob: New blog post: "Does sentiment analysis work? A tidy analysis of @Yelp reviews" https://t.co/9ui40uhpkJ #rstats https://t.co/Z5Fa…
@groundwalkergmb You would be correct. It turns out that cows are ENORMOUS.
Unpacking 1/4 a cow and 1/2 a pig into our chest freezer. Like meat tetris!
RT @jenyamato: "I was thinking as long as I have my hands up... they’re not going to shoot me.

Wow, was I wrong." #CharlesKinsey https://t…
@abresler @quominus YESSSSSSSSS
@ErmiaBivatan I also like to do theme(plot.title=element_text(family="Roboto-Bold"))
@ErmiaBivatan You install the font on your computer, then do theme_minimal(base_family = "RobotoCondensed-Regular", base_size = 12)
@ErmiaBivatan Ah, that I can definitely tell you. It is Roboto Condensed: https://t.co/SuYVDhVOp8
@Selkie1970 I just saw that! Wow, this whole thing.
Reuse of a reference to Soviet era department stores? Is this some kind of performance art?!
RT @TheDailyShow: 👀 https://t.co/QEftnTTwy3
@RallidaeRule They don't have the cult following or super unanimous praise of comfort like Tieks, but 💰💵💰
@RallidaeRule They are about half as much, and she says they are very comfortable: https://t.co/EwhTIIN6GO
@RallidaeRule If you are looking for, style-wise, something like Tieks, my daughter has a pair of Yosi Samra flats that she looooves.
@SKEdman but this is not a year for stomaching that so I guess I'll just stay "independent" or whatever noncommittal thing I checked.
@SKEdman I keep thinking I should register as R here in UT to be able to vote in primaries (voting in UT D primaries feels rather empty),
RT @kara_woo: My course on data visualization in #rstats with #ggplot2 has been released! https://t.co/suCpi2MZ1G
@chrisalbon https://t.co/1nIXdebSmF
@ErmiaBivatan If you have a specific ggplot2 question? Or ACS question?
@ErmiaBivatan @seankross It is still, for the time being. 😕 It will all be open-sourced when the project (for work) goes live.
@ibddoctor updating this one would be interesting: https://t.co/Q8vJS0L996 Maybe I should give it a go!
@ibddoctor I don't think much in that first post would lend itself to tidytext (there's not too much on the actual text content), but
@dataandme (Although basically anti-tidy at all times. Soooooooo much information in row names/column names/etc/etc/etc.)
@dataandme Only all day every day for work! 😜 It is super great.
RT @ByCommonConsent: If plagiarism were the worst thing to come out of this political convention, we would all shout for joy.
@seankross Default colors, actually.
@seankross Thank you. Yes, this is ggplot2, with theme_minimal(base_family = "RobotoCondensed-Regular"), and a bit of other fancying about.
@seankross So the high-%-error measurements are, say, black people in Utah, Asian people in Wyoming, etc.
@seankross I mean, they are all counts of people, from the same set of tables, but they include different racial/ethnic groups.
@seankross Oh, almost all of them. https://t.co/YNHKhcmQbq
Anybody in SLC looking to fill a data science role should talk to Jacob! Check out his talk starting ~42:00. https://t.co/Ch9I9TzKYY
(The fit to the data IS equal to sqrt(5) +/- error.)
The solid line in this plot isn't a fit to the data; its slope is sqrt(5). Central Limit Theorem FTW! #rstats https://t.co/epYt21sfnF
@hrbrmstr I was wanting to keeping learning, his stuff is so good, etc, but I already had invested too much in learning ggplot2.
@hrbrmstr Although I seriously considered paying for a membership to Nathan's site before I realized it was all base graphics.
@hrbrmstr https://t.co/2ZCABTBzjG
Maybe if I write one unit test a day, eventually this package will have good test coverage.
@mdlaplante HAHAHAHAHAHAHA...
@bhive01 Oh, I know! I feel like he is too old (?) for any of this but I am really glad it wasn't a magnet or a battery.
RT @rachelheldevans: That little boy. These words. So heartbreaking.  https://t.co/heWIA9YhXf
@astropixie HUGS
Eligible by Curtis Sittenfeld My rating: 4 of 5 stars A hilarious, smart retelling of Pride and Prejudice?... https://t.co/ORq3TzUaOb
@StephdeSilva That is always good to keep in mind; there is often literally something physical going on.
@astropixie It seems like it is not stuck in his esophagus or anything, so I guess we're just on Poop Watch 2016 now. 🙃
@StephdeSilva But yes. I now don't think it is stuck or anything so we're on Poop Watch 2016.
@StephdeSilva He's on the special diet -- no wheat/dairy/egg/soy. SUPER FUN.
@StephdeSilva had the eosinophils. He still sometimes has weird things that make me think his esophagus might be f'd up, though.
@StephdeSilva Oh dear. He had a scope when he was ~2 (major GI issues, aspirating liquids) and his esophagus was clear but his intestines
@Jowanza Seems like it isn't stuck in his esophagus, so now we are in for Poop Watch 2016, I guess. 🙃 (But thank you.)
WOWZA... We're The Superhumans | Rio Paralympics 2016 Trailer https://t.co/9ixzRm7OUz
This is my child who has eosinophilic GI disease and I sometimes suspect his esophagus is messed up to start with so YAY.
Well, my 4-year-old just swallowed a marble. 😱😭😱😭😱😭
RT @mimismartypants: yaaaassss Lizzie. DRAG HIM. https://t.co/eHqUboKM3L
RT @randal_olson: .@NianticLabs is hiring a #MachineLearning engineer for #PokemonGO -- interesting!

https://t.co/OIvSImzn5i https://t.co/…
RT @nmsanchez: Thank you @kthomas901 for giving me the push I needed to write this. #FBNoExcuses : https://t.co/aDbR5FeGDA
RT @algore: Great news out of Salt Lake City! Very proud of @climatereality’s work with @SLCMayor &amp; city council. #committo100 https://t.co…
@AmeliaMN @terriannabanana I like those guidelines.
@AmeliaMN ❗️❕❗️❕❗️ Wow, this is me. I am a liberal exclamation point user.
This morning, our Roomba unplugged our Alexa, so I guess the robot wars are starting.
Diversity in tech and the "pipeline problem" (most applies to POC) by @math_rachel https://t.co/QO2HJvK7gh
RT @kthomas901: so what about me &amp; the hundreds of other students of color who graduate with CS degrees every year? https://t.co/qd6Kh9bl2V
RT @BecomingDataSci: The @nytimes @UpshotNYT wrote about diversity in tech hiring recently, including mention of @facebook
https://t.co/b1m…
RT @dandrezner: Hey you guys I think I found how @newtgingrich will be able to test all American Muslims about their faith. https://t.co/fr…
RT @edsbs: AC went out for a few hours and I understood the Southern literary tradition for a second bc all I wanted to do was get blind dr…
RT @sangster: @Khanoisseur if you know POC doing web dev work who want to work at Twitter, I'll happily chat with them. Blow up my mentions.
RT @TrevorABranch: For those R users out there, who do data analysis, do you routinely use dplyr? Should I teach it in intro R?
#Rstats
Sure did make a lot of dots today. @datassist https://t.co/z2zg8RuIOG
@karenebayne https://t.co/q3kqBJV447
RT @laura_hudson: Male contempt for women and the things they like is a pernicious cultural disease. https://t.co/tEBOsm8l8N https://t.co/C…
@Nicole_Cliffe https://t.co/uUdgBokxLV
@bryancshepherd Every interaction I've had with @uscensusbureau has been great.
same https://t.co/NbAJEQJ9hm
RT @JennyBryan: Why statistics are better with bad drawings by @benorlin h/t @fionabrinkman https://t.co/XhZ6L3ySN1 https://t.co/mIqZ5ZuFSL
RT @nacnudus: Harry Potter and the N-Grams of Sentiment https://t.co/nLHBGlEi1q #rstats with pic! https://t.co/TeH4ZIlMmE
I'm on the screen in this picture! https://t.co/jgNO4IPQkh
Once more into the breach, I mean swim meet  🏊🏻🎆🏊🏻🎆🏊🏻 https://t.co/IZqJyImOYY
@sunitayyz Ironically, @DoctorMac also has returned to some social media after swearing off it for several years.
@sunitayyz SAVE YOURSELF.
@sunitayyz In an election year?!?!?!?!?!?!?!? https://t.co/AYn6qNGwe5
@sunitayyz Are you on FB again?!?!? 😱
@austinknight @Jowanza We are trying to decide whether to get CenturyLink Fiber right now or wait for another option.
@noamross @sunitayyz Oh, I haven't read that! I've only read some of her novels, none of her short stories. I should go find it...
RT @AndreaUrban3: Perfect intro slide to my class today about the Solar System? https://t.co/8K4bsiV0Vz
Marriage. https://t.co/hQThrxF0W5
RT @bhaskar_vk: US Census Gazetteer data in #rstats|#rlang https://t.co/FFN7dfBwW5. (WARNING: ~150MB data pkg). cc @hrbrmstr @AriLamstein @…
RT @datassist: You work hard to find good data. Let's visualize it in ways that are culturally relevant.  https://t.co/NshegF2kXR https://t…
RT @GaborCsardi: Compare #rstats R  CMD check results to CRAN check results with https://t.co/lOkrGFF3M5 https://t.co/v59YBIB8RG
RT @bethbeck: #NASADatanauts gathering for 2016 class kickoff @ NASA HQ in DC https://t.co/N83Nb0Ldvk
RT @openNASA: Meet the new 2016 #NASADatanauts! https://t.co/mQPhUG1t8q #openNASA #WomeninData https://t.co/HM7ATBBQdj
@_inundata @drob https://t.co/MTUHX1shNh
RT @arfon: Paper #15 just accepted into JOSS - tidytext: Text Mining and Analysis Using Tidy Data Principles in R https://t.co/ooVTcwVANq 🚀…
@bhaskar_vk @hrbrmstr @AriLamstein That is so helpful for something ELSE I am trying to do. https://t.co/M1qfGp7dOV
RT @nselby: My new favorite footnotes https://t.co/9BK5IutFjD
RT @voxdotcom: Roland Fryer’s new study of police shootings makes big claims — but has severe limitations https://t.co/8kVjpFl7va
@bhaskar_vk @hrbrmstr @AriLamstein I was just doing this today! I constructed the 5-digit FIPS codes myself and used mutate to add them.
RT @datassist: If you struggle with how to use good analysis &amp; viz to tell a story here's a great example https://t.co/JNO3XcZfeY https://t…
RT @samswey: NYT interviewed me for this article, I told them you can't draw conclusions from a single dept. They did anyway. https://t.co/…
RT @dataandme: @juliasilge "Strings are not glamorous." False premise! https://t.co/dHBocA6k4X
RT @thosjleeper: This. #PhilandoCastile https://t.co/9TaZWQMsWe https://t.co/GRuvXe6GRO
Negative start/end values in stringr::str_sub() are making life much easier for me today. #rstats https://t.co/9A80KmUPRG
@ipnosimmia This is because it's not specifically a text operation/function, but more general, etc. @drob
@ipnosimmia Yes, it is being migrated over to the widyr package:  https://t.co/4MWUfTUA76
RT @datassist: FiveThirtyEight's data journalism workflow with R  (Channel 9) https://t.co/UidZcDLfQq
@rmflight Thank you so much for your thorough review! @drob
RT @rmflight: took my first serious look @juliasilge and @drob tidytext #rstats pkg as part of @JOSS_TheOJ review. Will be using next time…
@quominus It was a wild and wacky world.
@quominus Oh man, I grew up in a very conservative TX homeschooling/evangelical milieu and this is giving me a little PTSD.
RT @NishWeiseth: Watch. https://t.co/WPdxdLHUez
RT @alung: #PokemonGo vs LoL vs Candycrush vs Clash of clans vs Angry birds on Google trends https://t.co/p5Z931dwIu
We watched Zootopia with our kids this afternoon, because of what woke parents we are, obvs. https://t.co/8Y0owQPyFr
@SKEdman 😳😱😥😵
@jhollist It definitely is! Summery and light. 👍🏻👍🏻
Summer Sunday Campari Spritz 🎈 https://t.co/21B3pIzyPE
@emjonaitis @RallidaeRule @bearloga No real social/team component (except IRL). But I suppose sort of birding-esque!
RT @inconvergent: computers in movies sure beep a lot. am i not using mine correctly?
@RallidaeRule @bearloga @emjonaitis but there is something super engaging and delightful about the real/pretend interaction.
@RallidaeRule @bearloga @emjonaitis Pretty much the same! I was only pop-culture-aware of Pokemon (and from kids I babysat as a teen, etc)
Church was a PokeStop, naturally. https://t.co/bFwnLQPSUz
RT @dataandme: I don't think I've EVER looked this poised. A beautiful portrait of the power of non-violence. https://t.co/kuWrz4ISxy
RT @Snowden: Two journalists, @Deray Mckesson, and ~99 others arrested marching against police violence. #BatonRouge https://t.co/RFrYX0ueXX
So... Rob and I came to Deer Valley for a date night. https://t.co/fBg7o5BfZc
@bhive01 They remodeled/expanded the central SLC one in the past year, making it the biggest, so they tell us. Because Utah.
There is someone here singing Hamilton lyrics, because life is a rich tapestry.
I'm at the biggest Costco in the world on a Saturday afternoon. AAAAAAAAAAH...
RT @linclark: Code that my mom wrote 50 years ago just went up on GitHub https://t.co/eF7QNieLLW
RT @markhneedham: @juliasilge used your sentiment analysis code on some writing of my own - https://t.co/4n9xFOca34. So thanks! :)
RT @knguyen: Guys @xuhulk is always doing excellent and important work https://t.co/cQb7tJy46T
OMG, this one: https://t.co/ZoZKrlsB0y
I met the cartoonist who made this tonight at a party. Small Lake City, as they say.
https://t.co/29wo75DjDR
@ipnosimmia @bhive01 @polesasunder Yes! https://t.co/d1GSYSzGEd
We've been to this place! It's amazing. https://t.co/GOZW9Z6hlj
@quominus HAHAHAHAHAHA...
@haozhu233 answers for. As a white woman I am highly unlikely to be treated poorly by police; what do I do with that or handle that?
@haozhu233 Yes, that is very possible. As to your first question, gosh, handling privilege is a big topic that I'm not sure I have all the
RT @hrbrmstr: @juliasilge Highly suggest using https://t.co/GzQ86PijLo by @nselby as well for your explorations.
@GJMcClintock @Jowanza @washingtonpost Well, this might be my fault, not theirs.
@GJMcClintock @Jowanza wasn't threatening somehow, I guess?!
@GJMcClintock @Jowanza As the WashPo reports it, it is where the person was not armed to start with. Doesn't necessarily mean the person
This plot shows the fraction of total fatal police shootings where the person is reported unarmed. https://t.co/2aVa8snlOC
People of color are killed while unarmed at higher rates. https://t.co/NbJJcUfRFm
I opened up the WashPo's fatal police shooting dataset again this morning.
@ma_salmon Oh, frustrating, right?! I hope this gets sorted out. I was glad when I figured out what was going wrong at least.
RT @nxthompson: So a robot with a bomb killed a man with an assault weapon killing men with pistols who were protecting unarmed civilians.
RT @bryanedwardhill: While some people want more hate, I'm watching a black police chief and a white mayor, fighting tears, working togethe…
RT @abresler: Working on better documentation but #gdeltr2 is amazing for tracking what is going on our world @juliasilge 
https://t.co/iYc…
Timehop has informed that six years ago today was the day my family and I drove out of Dallas for the last time, moving away. 💔
@quominus Yep, good point.
@quominus higher rate of fatal shootings than other data sets that are.
@quominus I might go make an edit along those lines, but the WashPo data set is not based all on police reports, FYI. They are finding a
RT @AlbertSamaha: Dallas PD has good reputation. Excessive force complaints dropped 64% from '09 to '14 after "shift to de-escalation" http…
RT @Papapishu: Everyone looks like hell this week because we keep getting locked to our phones at night to watch the most brutal shit on ea…
I grew up in the D/FW area and lived some stretches of my adult life in Dallas. I can't wrap my mind around the reality of any of this.
RT @NPRCodeSwitch: Again. https://t.co/2e2Cf9TQC2
RT @charlie_simpson: I don't want black men shot at traffic stops. I don't want cops shot by snipers. I don't want kids shot at school. I d…
@sharon000 So true.
@sharon000 Yep, sure. I specifically mention that in the blog post: https://t.co/pptlVbtPcs
My goal was to keep all the plots consistent.
@sharon000 There is certainly still plenty to do to really understand this kind of data.
https://t.co/0RBAjJynlg
https://t.co/YpP47ezwjY
@sharon000 It's complicated in most cases to decide what to put in the denominator (less so for the states). Per what?! What about the NAs?
@sharon000 Yes, this whole thing is just showing raw number of deaths, the counts from the compilation being put together by WashPo.
@bhive01 @RallidaeRule We do love it here -- 🌲🏔⛷
RT @ipnosimmia: Does using @juliasilge's wonderful janeaustenr https://t.co/2w7brSzxLv count as *actually* reading the novels?
@RallidaeRule This eventually includes having the job I have now. I am somebody who made a career change and lives in flyover country.
@RallidaeRule Heck, if Hadley hadn't RT'd my very first blog post, I don't know when/how I would have gotten connected to people.
@RallidaeRule I started working on the tidytext package there with @drob.
@RallidaeRule @_inundata has said they invited me to the ROpenSci unconference because of Twitter/my blog; no one knew me.
@bearloga Rob and I only lived together part-time during grad/med school (we were married) and it was so great when that was done.
@bearloga BEST. FEELING. 🙌🏼🎉🙌🏼🎉
RT @qSonyaBerg: Neural net trained on Trump tweets. https://t.co/mOQt6hPXJE
@pssGuy Wow, interesting.
@nancyskoons @Jowanza The same thing is true of the plot that shows the states; these are all only raw numbers, not adjusted for population.
@nancyskoons @Jowanza I was just going for a basic exploration of the data here; there is definitely still a lot to do to understand it.
RT @grant_mcdermott: @juliasilge Nicely done. There was an interesting discussion about racial differences recently if you missed it: https…
@dataeditor Thanks for making this public.
@dataeditor I made an #rstats web app exploring this data set: https://t.co/UHykrUlnmv https://t.co/ZecxrioHfx
Find the dashboard here: https://t.co/UHykrUlnmv
NEW POST: A flexdashboard exploring fatal police shootings in the U.S. https://t.co/pptlVbtPcs #rstats https://t.co/nYcBjH1uXZ
@amcasari @openNASA Woo hoo! Me too! 🙌🏼
RT @robertcyoung: I said this before. I felt safer on the 30 combat missions I've been on then I do when a cop pulls me over.
Wow, this list seems actually reasonable and non-hopeless. https://t.co/HGOWQxH3tU
RT @kitabet: It feels obscene to watch or share these videos and obscene to ignore them. Nothing about this is not obscene.
A Small Needful Fact https://t.co/ASspb6VgzX #ericgarner #altonsterling https://t.co/xDeP9EZWYv
@kyle_e_walker WHY WOULD THEY DO THAT TO US?!?! 😭😭😭 @datassist
RT @astronomyblog: Messier catalogue:
💥🌌🌌🌌🌌✨✨💠🌌🌌
✨🌌🌌🌌🌌✨✨✨🌌💠
✨🌌✨⭐✨✨💠🌌✨🌌
🌀🌀🌀✨⭐✨✨✨⭐⭐
✨💠💠✨✨✨✨✨🌀✨
🌀✨🌌🌌🌌🌌💠🌀🌀🌀
🌀🌌🌀🌀🌀🌀✨🌌🌌🌌
🌌🌌⭐🌀🌌💠🌀💠🌌🌌
🌀🌀🌀🌀🌀🌀🌀🌀🌀🌀
🌀🌌…
RT @lanewood: White friends wondering how to react to #AltonSterling video (other than grief), this is helpful perspective: https://t.co/JF…
@ma_salmon It is just SO LATE for small children. We have taken my older two in past years but we were just returning from our weekend away.
@ma_salmon Yes! Further north, and also SLC is further west in our time zone than where I grew up. https://t.co/lLTDKx9p26
@ma_salmon night worldwide for air quality, because of the fire works + our geography, etc.
@ma_salmon Related, SLC is in a bowl-shaped valley and does has air quality problems. A friend said we were in the 10 worst cities last
@ma_salmon I grew up in Fort Worth, TX!
Look, there are last night's fireworks! https://t.co/CgjqmLoXhh
@ma_salmon 😂 We are so far north here that they start LATE, not like where I grew up in Texas.
Another 4th of July, another night of not mentioning fireworks and putting our children to bed on time. 🎆💤🇺🇸
RT @thosjleeper: About to kick off my survey experiments course at Pompeu Fabra. Follow along here: https://t.co/2GN4ZePwBN
@IanFrantz Yep! We had bikes passing us as we hiked a bit near the top of the lift. So lovely here. (We are at Snowbird.)
We are staying at one of the local ski resorts for the weekend. Living in Utah is pretty rough, everybody. https://t.co/OnuOQNUrK9
@bearloga In the fashion-y world, double denim is actually a thing these days, but in real life, it's not too wearable.
10-year-old: So, like, the same reason some people don't wear tank tops or drink alcohol? #UtahProblems
10-year-old: So why don't Jewish people eat meat and dairy together?
Me: Blah blah blah blah Deuteronomy tradition identity blah blah blah
RT @bearloga: "I Tried To Fix It But Instead Made It Worse": A Git Story
@monkmanmh Oh man, I like that as an option much better.
Emma/Knightley is declared the "most modern" Austen couple here despite their 16-year age difference. 🙄 https://t.co/scHYGdtGnq
RT @Carols10cents: 1998:
- Don't get in strangers' cars
- Don't meet ppl from internet

2016:
- Literally summon strangers from internet to…
RT @christinezhang: i ran a regression in 6 programs: @msexcel #rstats @Stata @SAS #PSPP &amp; #python @statsmodels. here's what happened https…
@bhive01 @bearloga Yes, I also don't know what it really means. Those tests, man... https://t.co/99iDmiItTo
@bearloga Also, a) I am also near the middle of ~2 of the other scales on those MBTI whosits and/or b) MBTI is a bunch of hogwash.
@bearloga Me too! I am, like, just in the middle.
RT @alice_data: Love there "1968 computer glossary for the workplace" in @SFMOMA #DataScience #MachineLearning https://t.co/gpXUu05pj2
Case Study: Customized R Training and a "Day 1" Curriculum
@AriLamstein is such an effective R teacher 👍🏻👍🏻 https://t.co/fIw7S9JBAC
@earino @AmeliaMN Click on your own picture -&gt; analytics -&gt; audience.
@drob @AmeliaMN First names -- you're right. I bet that's most of it, maybe all of it.
@AmeliaMN But now I am trying to find in MY profile where I say that I am female and I can't, so now I am not sure what this is based on?!?
@AmeliaMN This is what mine shows, the same. I think I would believe that that is right for my followers? https://t.co/bcRtYkUVaH
@revodavid The mind reels.
RT @drob: fuzzyjoin 0.1.1 on CRAN. Now can add a distance column- e.g. closest pairs of states https://t.co/rQrCrpstZV #rstats https://t.co…
RT @WesleyLowery: 2-3 out of 10 Americans *admit* blatantly racist views (to scale, that's 60-90 million ppl) https://t.co/EM4Uharx6H https…
@chrisalbon The last time we took a road trip to CA we stopped at the LAST COSTCO on our way out &amp; dropped 💰💰💰 on enormous bottles of booze.
@chrisalbon OMG, this is one of the things that I miss most living in Utah. The Costcos here can't sell ANYTHING!!! 😱😞☹️😭😭😭
RT @krisshaffer: "Assuming they started in Leith, where were The Proclaimers actually walking to?" https://t.co/DA7ccnOnNI
@hadleywickham @RosiePBScott @AmeliaMN I may be showing my age here, but I like riot grrrrl A LOT.
Oh man, I have a real problem in this area (apologizing when I should not). Can I blame my Southern upbringing? https://t.co/JtDJkz0Byt
BWAHAHAHAHAHA MOAR BADGES @drob https://t.co/eXfXLbyf3Y https://t.co/4tCzD2OeWq
RT @rgfitzjohn: I've got 98 problems, and an off by one error appears to be one of them.
RT @UFastro: The universe is ~27% chocolate cake, ~5% otters, and the rest: dark energy. #SPIE2016 #SPIEastro #VIRUS https://t.co/36O4OwXZth
@darribas was ALL YELLOW PAINFUL TO THE EYES. 😫😫😫 So I left the scale as is.
@darribas The color scale ended up with no yellow because the distribution is smoother than the other cities; I tried forcing it but then it
RT @drob: The WriteR project can be found here on GitHub: https://t.co/PZlS8Nn0b8 #useR2016 https://t.co/9Vlz5OSvpG
And yes, that is much better. https://t.co/lwBmxS18gm
TIL EPSG codes! (I am not a mapping expert.)
https://t.co/jXBzSSp0Ak
@Jowanza Everything that @kyle_e_walker does/designs is GREAT.
I used @kyle_e_walker's example to map change in home prices in SLC using ggplot2. #rstats https://t.co/jPXxkawYEO https://t.co/omcrWFk1jn
@bhive01 @quominus @kwbroman @kevin_ushey I was listening to the live stream from 800 miles away and I raised my eyebrows, for sure.
@astropixie Thank you; I am quite excited about it!
Apparently astronomy/space hasn't seen the last of me yet. https://t.co/3UhgTZmcuA
I am so happy to have been accepted into the #NASADatanauts Class of 2016! ✨🚀🌙
https://t.co/OM2ixX9UaK
RT @NowThisGIF: The EU is a mess, but North America is f*cking fly as hell https://t.co/qsEnHUv6kg
RT @kyle_e_walker: Reproducing the @Wonkblog/@emilymbadger housing price maps with #rstats and #ggplot2: https://t.co/6d3a3CEFbL https://t.…
@SydPhi I am so glad it is helpful! Thanks for reading. 👍🏼
RT @_inundata: The broom package will Konmari your messy model outputs and spark joy. 

#UseR2016
RT @jmcphers: Slides from my @rstudio #flexdashboard presentation at #useR2016 : https://t.co/7HC2j6lmmy and docs: https://t.co/pqSqAHXgCa…
RT @kwbroman: .@drob Holy crap broom + holy crap R for data science book. #UseR2016 https://t.co/AGMkYaBFfl
RT @monsoontrader: Whenever someone does an R vs Python comparison a kitten is forced to write a for loop #rstats
RT @AngeBassa: Data Science Internship in Boston, MA.

Come help us change the way the world uses energy!

https://t.co/T8z0h6aEUO https://…
RT @opencpu: Great quality #user2016 live stream https://t.co/PS0HSI8QOK . Thanks @MicrosoftR https://t.co/BwbFKNeNqd
@quominus "Hot" data jobs, huh? https://t.co/xBNVFu1xg0
RT @wardrobe_oxygen: Oh @mmlafleur you got it right on the money with this blog post! https://t.co/dNoU5HoGgO
RT @drob: Jonathan Godfrey showing us how he uses a Braille keyboard to develop R code. Just amazing. #rstats #useR2016 https://t.co/zYUFOe…
@_inundata @drob (Aaaaah, you're killing me here. 😥😥😥) But HELLO! See/give amazing talks! And I wish I were there!
RT @AmeliaMN: UseR 2017 will have childcare! What a fantastic step from the women in R taskforce.
RT @_inundata: TaskForce on Women in the R Community https://t.co/lY87EBdqBv #UseR2016
RT @kwbroman: How to support the @RWomenTaskforce https://t.co/zufCb6pRWD
Dispatches from Pluto: Lost and Found in the Mississippi Delta by Richard Grant My rating: 3 of 5 stars... https://t.co/3YOJLpGQWg
We fixed bugs, improved docs/testing/CI, &amp; added some great new functionality for topic modeling and tf-idf. @drob https://t.co/0AEvrgBMxl
NEW POST: A new release of the tidytext package, with an implementation of tf-idf #rstats https://t.co/6ZUAmLUvS6 https://t.co/O6ZFU0RhRI
@sharlagelfand Yup 😕
@kara_woo @noamross Me threeeeeeeeeee
@gdequeiroz Congratulations to you and your partner!
@SecretBeck https://t.co/uUfYuY38Sh
@Nicole_Cliffe OMG https://t.co/yNy1BOcfx2
@JennyBryan I'm still thinking about this. https://t.co/MnqvqHXYWu
I am in Magna, UT. For a swim meet. 🏊🏻🏊🏻🏊🏻 https://t.co/uyJyY1c1wc
@SKEdman I get concerns about how that has been framed, but I also understand frustration with political/cultural influence of Boomers.
My husband went on a motorcycle ride up the canyons with @mdlaplante, and had to stop for this: https://t.co/4g6aXXbcRo
@leoebrown That was mostly a joke. There is actually a lot, especially if you use RStudio: https://t.co/7fg4y8ymPR
@leoebrown Hell if I know...
Happy Friday, everyone! https://t.co/1ipn224HGE
My build is failing on appveyor because it can't find... devtools?!?! Is this because of the new version of devtools? #rstats
RT @RandyRenstrom: Majors ramifications of the UK #Brexit:
Pound losing value
David Cameron likely resigning
All dementors being released f…
RT @Jfpohl: Something we need to consider in the US https://t.co/jgNEfajYv3
Doing some survey weighting simulations, one indicator at a time for now. Next up, doing several at once! @datassist https://t.co/v1f39JLzgE
I AM VICTORIOUS OVER NON-STANDARD EVALUATION.

(.dots FTW, it turns out) https://t.co/x8Iyul4s2H
I'm here again. But this is helpful today: https://t.co/hdifQP7l6A
.dots, dot-dot-dot, lazy_dots, ... https://t.co/2eJM067T1B
Peach basil gin &amp; tonic, because it is HOT this week https://t.co/w11iPUMMSF
I feel pretty sympathetic to the sit-in but this is interesting context to the C-SPAN thing. https://t.co/uPKAblbEgK
@bearloga I mean names of variables to be used later, but not as strings.
@andrewheiss https://t.co/hSFOL2y4oe
This worked:
dots &lt;- eval(substitute(alist(...)))
I did look at lazyeval::lazy_dots earlier today but it didn't quite click for me.
@bearloga @sckottie Ah, this might be what I need to try: https://t.co/6VIBpRKHXx
@sckottie Have you seen anything about having bare names in the dots? Or some kind of NSE for dots?
@sckottie I would like to have bare names in the dots, but then for list(...) R says: &lt;Error: object 'foo' not found&gt; (Strings are fine.)
AARGH, I mean list(...) not unlist here. Sorry. I would like to use list(...) but pass bare names into the dots?!
Specifically dots &lt;- unlist(...) is not working because I want bare names in the dots, not strings. R says: &lt;Error: object 'foo' not found&gt;
Can anyone point me to a good resource on programming with dot-dot-dot with more detail than this? https://t.co/MmCXwgEisf #rstats
@noamross I always feel like maybe I should learn this language.
@SecretBeck @hollandshaPri (Normally I wear ALL the makeup, even to just run errands but well, it's hot and the end of the day and why not?)
@SecretBeck @hollandshaPri Here is a no-makeup, no-smile selfie for #NationalSelfieDay 👊🏻 https://t.co/Tf54foHUYm
@hollandshaPri I have to be tricked, basically, into smiling for pictures.
@hollandshaPri I have a serious problem in pictures where I don't know what to do with my face. Smiling is especially bad.
@astrobiased Congratulations, Eli!
@karenebayne Oh my goodness! Congratulations.
Maybe more accurate? https://t.co/anwYANjErf
My three children this morning: https://t.co/y3HeQN33eu
@StephdeSilva @JennyBryan There's that Giphy Slack bot; I wonder what's possible... 🤔
RT @jimhester_: All R releases are named after peanuts quotes, 3.3.1 released today is "Bug in Your Hair" https://t.co/l3u4mANfar
@lucaswmuller No, but I was a goody-two-shoes Bible study leader.
Wow, I'm so glad I made this hot food for dinner when it is 100° out. 
🔥🔥🔥😩🔥🔥🔥
Many thanks to Antony Unwin (https://t.co/wbb6615zlW) who pointed out that the formatting changed at &gt;10000 lines in the original release.
janeaustenr v0.1.1 is on CRAN, with all data files updated #rstats 
https://t.co/0cNKvLtzbT
https://t.co/GVrclq3DFY https://t.co/5eS8aS24OJ
@Selkie1970 Been there, Kimberly. Been there. https://t.co/61QTfZkHKr
This is WONDERFUL, and much of it applies also to someone making a career change/shift/etc. https://t.co/pNGotjKThO
RT @hmason: Good advice from @catehstn on job vs career security at small and large companies: https://t.co/dkDVXyIetf
@mtrc I use Jekyll for my website and I like it! Static sites, etc. I forked a nice theme that I liked.
RT @MooseAllain: I'm not a racist but I do think immigrants are responsible for a lot of the rich, vibrant, dazzling variety of our nation'…
RT @pomeranian99: Damn: “Good Bones”, by @maggiesmithpoet — https://t.co/jEMLYytbXh (via @emilynussbaum ) https://t.co/kTaG3ITDJG
@groundwalkergmb @JennyBryan @drob Perhaps so.
@JennyBryan @groundwalkergmb @drob Now my undergrad program DID have me take 2 semesters of computer science (C, since it was the 90s).
RT @PewReligion: The political party affiliations of 30 U.S. religious groups, in one graphic: https://t.co/PKVKBek5Aa https://t.co/WYjG8XE…
@carroll_jono But soooooooo much calculus. 😜 (Not that I didn't love the calculus.)
@groundwalkergmb @drob We somehow were supposed to learn it on the fly and/or absorb it via osmosis?
@groundwalkergmb @drob Oh, my story is actually worse. All through physics undergrad/astronomy PhD, no formal statistics at all ever.
RT @carroll_jono: @juliasilge "I should learn how to get the Bayesian credible intervals for this analysis..." https://t.co/T2iuehfd4z
RT @tek_keller: A correct link to the streamR (@p_barbera) / tidytext (@juliasilge)  #rstats guide is here https://t.co/mqwD2GTxzY
RT @drob: [typical stats class]

A p-value isn't the probability of a null

Whatever you think a p-value is you're wrong

K thats all the t…
Remember when I was asking about the interpretation of confidence intervals? Maybe this is what I should use. https://t.co/Ja4ET03Mel
RT @Carrie_Mayne: Moving speech from @SpencerJCox garnering national attention.  https://t.co/OkXbuSXOzq
@groundwalkergmb My daughters are target demographic so we have seen PLENTY at our house. My son (the youngest) is also a fan by default.
@groundwalkergmb When I first saw this notification, I thought you were referencing MLP:FiM.
@groundwalkergmb We have only watched the first season so far and really did love it.
@groundwalkergmb https://t.co/kGaIXQo2os
@thosjleeper I might be interested in working on something like that, especially as I get more comfortable with survey.
@groundwalkergmb I couldn't figure out how to get the right environment into the formula but this did it.
@groundwalkergmb THAT WORKED, GABE. #rstats Twitter is magic.
@seankross @renkun_ken That is nice; thanks! Have you seen anything with help about programming with functions with a formula as argument?
@groundwalkergmb The survey functions have an argument that is a formula, and I am still working on it, to say the least.
@andrewheiss I actually have it all working for dplyr functions, thanks to looking at what we did in tidytext that @drob wrote.
@groundwalkergmb @hadleywickham I am writing a package that uses functions from a package that uses it, the survey package by Thomas Lumley.
@andrewheiss Yeeeeeeeeees...
I was very happy that @hadleywickham tweeted a link to this earlier today: https://t.co/ixeDKrFK5j
But I am still struggling a bit.
Non-standard evaluation, am I right?!? #rstats https://t.co/8BwTN2rJno
@howiesmith @NishWeiseth I was just looking at this woman's blog!
@NishWeiseth @howiesmith Yeah, not much at all. A few Facebook pages, etc.
RT @Jowanza: https://t.co/hR8sfpWJtL || Long read but worthwhile
@alexwhan WAIT.... Maybe THAT is what my home state needs!
Googling candidates for state board of education so I can fill out this ballot that has been sitting on my desk for several days. 🏫 #utpol
RT @frickashley: what everyone's tl looks like now that we can retweet ourselves https://t.co/rw42trOByP
We decided to go with number of candles = number of years married, for convenience.
This is a birthaversary cake because my birthday (38!) was a few days ago and today is our anniversary (14!). 🎂💑✨ https://t.co/kxg8Au8XdL
RT @flowingdata: More firearms dealers than pizza joints https://t.co/0q44y4bQD1 https://t.co/qT5lawjNdV
@AmeliaMN Yes, thankfully. I was SPECIFICALLY thinking, "Better do X then Y so I don't get that infinite loop." Then I did anyway. 😐
HAHAHAHAHA... I just totally started the dplyr/dtplyr loop installation thing even though I was specifically trying not to. #rstats
RT @lincolnmullen: Introducing "America's Public Bible: Biblical Quotations in U.S. Newspapers." https://t.co/aBcJFHnv11
This morning, the set designer for Hamilton commented on my Instagram post about going. Like, "How did you like it?" https://t.co/UPH7CZTHYv
@quominus https://t.co/TIHUtVbACg
@quominus @dataandme @AlexSecanove No, keep the jokes in. Catholics are cool now, right?! https://t.co/copo7MSbPs
@quominus @dataandme @AlexSecanove Oliver, you are one of the best when it comes to not-boring. https://t.co/K7oXkyuXmu
@AlexSecanove @dataandme @quominus Thanks so much for not shutting down or being overly defensive.
@dataandme @AlexSecanove @quominus I know, right? I love funny writing about data science! Everyone be more funny and less boring.
@AlexSecanove @dataandme @quominus feels really awful as a woman who has been in physics/math since I was 18 and now works in tech.
@AlexSecanove @dataandme @quominus sex is such an important part of being human. But what you've got going here, as far as tone and imagery,
@AlexSecanove @dataandme @quominus I just wanted to chime in that I highly value being funny, and I HATE boring writing, and I think that
From the SLC vigil tonight --- LGBTQ friends and colleagues, you are seen and valued and grieved with. https://t.co/yzin3VyE3k
@AngeBassa And then: https://t.co/zc6Um5r2h3
@AngeBassa https://t.co/tYRyEFbR7S
@HaleyNBurke I finished it on the plane and it is SO beautiful.
Eleanor &amp; Park by Rainbow Rowell My rating: 4 of 5 stars I have thoroughly enjoyed everything I have read... https://t.co/1wQRHg2STZ
@Jowanza I am no expert on these things but there will be a lot more shows available in NY; people are estimating it may run for a decade. 😳
@Jowanza I've heard they're doing really interesting things at the casting calls for the other cities and traveling company, so ?!?!?!
RT @kaysarahsera: .@Lin_Manuel's show allows us to love our country while we challenge it &amp; demand better, that implicates us &amp; shows us ou…
@Jfpohl @GinnyPohl I'll be honest; that is a reasonable response. It was SO AMAZING.
@Nicole_Cliffe Yes! I had literally no idea about any of it! I started crying when we walked to our gate at SLC and saw where we were going.
I... I can't believe that we are here. https://t.co/BHiUmNMcJq
@jkru Owly? Babymouse?
@AmyRosellini I was just remembering how you used to only eat dessert on your "days off".
Are we eating Zabar's and sitting in Riverside Park? We are. (There is no knish emoji.)
Are we eating an enormous slice of pizza late at night somewhere in Manhattan? We are. 🍕
New York City is magic https://t.co/7UdoES39wN
And we have HAMILTON TICKETS for tomorrow night!!! 😱😱😱
When I woke up this morning, I had no idea that any of this was happening, the plans for childcare, or anything.
It is my BIRTHDAY and Rob has surprised me with an ENTIRE WEEKEND TRIP to New York. 😱😍🎂🎉 https://t.co/dh6tCOzzcj
@alexwhan Sure, sure. And I feel you: https://t.co/H9AcvOHL1R
@alexwhan Were you the one dealing with a rgdal dependency? https://t.co/2jz2X47LyE
RT @quominus: #rstats useRs; we're pre-testing a survey of the community. Please fill it out at https://t.co/BQ4GnJUbRU and pass it to othe…
RT @gdequeiroz: "algorithms aren’t supposed to be “unbiased.” They aren’t supposed to replace human intuition,judgment, &amp; knowledge" https:…
@groundwalkergmb HAHAHAHAHAHA...
@groundwalkergmb I walked in and had a visceral panic/laugh reaction to the video they were watching: the dog-sized ones running around.
@earino @chrisalbon We have been doing this since GRADUATE SCHOOL. 😂

(We are not young.)
@earino @chrisalbon A lot of the time we just pour one glass of each thing to start with and share them, then decide what to do.
@carroll_jono A lot of the time I feel pretty certain I can describe differences, but saying which one is "better"?! No idea.
Tonight we are doing a new release of an Elijah Craig Barrel Proof vs. an older release of it.
It is helpful if Person B makes switching-type noise either way. Also, if the two things are different colors, maybe opaque glasses.
(Person B has not seen this.) Now Person B (out of sight of Person A) EITHER switches or does not switch the two glasses. Voila!
Person A pours the two samples (2 wines or bourbons, etc) into the two identical glasses, which are placed in positions, on the left/right.
My husband &amp; I have developed a method for tasting/comparing two things (say, wine or bourbon) where both people can be blinded. Here it is:
Never not funny/terrifying.
Picking up my daughter from robotics camp and they are watching a video with those Boston Dynamics robots. https://t.co/zXcTx86o9M
This is kind of savage, but it is done IN LOVE?!?! https://t.co/Jd1RaGNB88
@worshipbot @krisshaffer Did you do this? Who did this?!
@TiffanyTimbers The slides are here: https://t.co/vvWhNrnOmq
They post the recordings here eventually: https://t.co/mu8iAKUaiJ
I just watched @rstudio's webinar on flexdashboard and I LIKE IT. 😍 I can't wait to make one. https://t.co/KvRSOPyHez #rstats
THIS! This is what I wanted. 
purrr::by_row(.collate = "cols")
🙌🏼🙌🏼🙌🏼
https://t.co/66OIlsXLN5
@klahrich !!!!!
@JennyBryan No big rush on any of this; I am just trying to work through it.
@bhive01 instead, it looks like, and use rowwise() and mutate(). I'll have to see which would be better.
@bhive01 The way I have it now, I have one function to work on several input DFs, looking at colnames, etc. I could have several functions
@JennyBryan I am reading about pmap() and thinking about whether this would do the trick.
@alexwhan @noamross I was just looking at that!
Just spent a bit of time messing around with apply() and it does not seem to be doing what I want. Maybe I will stick with purrr? ¯\_(ツ)_/¯
I mean, it works so it can't be THAT bad, right?!?!? 🤔
I want to apply a function to every row of a data frame, and I am doing 
DF %&gt;% split(rep(1:dim(DF)[1])) %&gt;% map()
Is that good/bad? #rstats
RT @datassist: Thrilled to be at #Eyeo2016 presenting on How Not to Visualize Like a Racist. Already so many kindred spirits.
@howiesmith OMG, that sounds so fun.
@howiesmith Violet is doing the age 6-7 one but there are ones for other ages.
@howiesmith It's one of the ones from Youth Education at the U: https://t.co/x4omtcPt3C
There are several robotics ones under science/tech.
@dmi3k It's based on the Lego robotics stuff, and fairly guided: https://t.co/EsBxThvhZC
@NishWeiseth Yes! It was 1 man and 1 woman. And she may not notice/care?! I'm not sure, but experiences like that do add up.
(Learning to build robots was her idea, not mine, for the record.)
WELP, it appears she is the ONLY girl. 😐 Cue the flashbacks to my physics major undergrad days.
@bearloga Well, THAT looks fun.
About to take my 7-year-old to the first day of robotics summer camp. I'm a little jealous.
RT @kyle_e_walker: I wrote a guest post on @AriLamstein's blog about the idbr #rstats package: https://t.co/27jRGDQXQi @uscensusbureau http…
@AntoViral Yeah, I don't think so!?!?
Wow, this looks like it will be a GREAT resource: Weekly News in R Community https://t.co/s7hAPRNmlx #rstats
RT @sailorhg: "Lessons from teaching myself to code" by @nerdneha #alterconf https://t.co/O1WY0stjrl
@tek_keller @BecomingDataSci Yes, this is probably a better thing to really use than that earlier blog post.
@BecomingDataSci I did a bit here: https://t.co/Q8vJS0L996 https://t.co/HhNHqyC8KJ
@kjhealy These were all so great.
@quominus Also with Census data. Then the question becomes -- is there anything we can do?! Or just go with it?
@quominus For my job, we are working on tools for survey weighting for things like SurveyMonkey and this is something we've run into.
I exercised hard for the first time since the bronchitis extravaganza of May and it felt so wonderful. Exercise, turns out, is good for you.
@Jowanza Gosh, that is really awful.
Off to school for the last day of 4th grade and 1st grade https://t.co/eHQnLebQLh
@williamcmay HAHAHAHAHAHA... The doc at that link is hilarious.
I would feel much more legit if I COULD claim the title "VIM MISTRESS". https://t.co/KBnDsFkpBW
Aaaaaah, this meant to say ggplot2 LEGEND.
Oh, it's been MANY MANY times, Google. https://t.co/RvhXAQFfTw
Had to google how to exit vim today. Also, how to remove the title on a ggplot2. You'd think I'd remember these things by now?
@drob @noamross I ❤️ it, but I have a weakness for puns.
@groundwalkergmb And Redwall! And Narnia!
Today's xkcd is a DELIGHT. https://t.co/OQ0zHCpFY9
RT @MakingInvisible: Making the integral tegral. https://t.co/aiffWCRJlX
@MaryLUE engaged in the world, a reader
@bryancshepherd 😭😭😭 For my oldest, it was when Picky-Picky died in Ramona. Much sobbing.
@SKEdman We had a wonderful dog who died when our oldest was ~2, and I like dogs, but now I CAN'T IMAGINE purposefully getting one.
RT @kyle_e_walker: Life expectancy at birth in southern Africa, 1985-2016 #rstats https://t.co/AVBoq5z0t5 https://t.co/TFbMu7ovDz
Nice! 👍🏼 We Put 700 Red Dots On A Map (via @datassist) https://t.co/j8KnZP6h7E
RT @brian_bilston: The ad said
MONETISE YOUR FOLLOWERS
so he thought
he would respond;

he painted them
in the changing light,
like waterli…
@AngeBassa @kierisi I faved this while sitting in church.
4-year-old, crawling into our bed at 5am, whispering: "Do some people start counting at zero?"
Me, sleepily: https://t.co/nVplR3dS4M
RT @lenkiefer: Examples on how to use @thomasp85 tweenr packaged to improve $rstats #dataviz animated GIFs: https://t.co/9D6D1dgyuO https:/…
RT @StarStuff42: Escape Velocity of Planets in the Solar System https://t.co/Rkwckw1zvl
RT @lenkiefer: oh yeah, I found some handy animation easing code for #rstats in the tweenr package, making for a better #dataviz https://t.…
RT @godtributes: @juliasilge MANHATTANS FOR THE MANHATTAN GOD
Google isn't sure if I want to know about Manhattan distance or a Manhattan recipe. It's ~6pm on a Friday, Google. https://t.co/xOfwf9GtsH
@AngeBassa My first grader just walked by, saw these, and FLIPPED for them.
@0ttlngr That looks great!
@hollandshaPri HAHAHAHAHAHA... 😐
RT @AmeliaMN: Thanks to @flowingdata for the pointer to @mapmakerbot, a bot that (you guessed it) makes maps from American Community Survey…
@quominus @bearloga @emjonaitis @AngeBassa And now interesting bots have found us.
@AngeBassa @quominus @_inundata LOLOLOL... Oh, that's a good one; I like it.
Sure have stared at some code today. 👁👁
@quominus I mean, inside jokes memes, obviously.
@quominus OMG, making memes is my faaaaaaaaaaaaave.
@ryeslc I want to call you and make a reservation but your phone number will not ring through!
@jhollist Right. Eventually we need to figure it out and hopefully make it behave the same?!?!
@jhollist You know, if you are counting n-grams of 2, what do you do with the last word? Apparently different things in different OSs.
@jhollist think that test can pass on all OS, so I changed how we were testing the n-gram unnesting.
@jhollist Thank you! I think it is how Windows deals with counting n-grams at the end of the data frame; after looking at it more, I don't
@StephdeSilva Gosh, I ran through about my whole battery.
@JennyBryan @kennethrose82 Mmmmm, woke. #truth
@Jowanza I mean, I don't know that swimming is really ALL that much worse than other sports or music things or whatever.
@Jowanza One time we drove to Bountiful (we live in Sugarhouse) for her to swim one leg of a relay, SO ABOUT 40 SECONDS. 😅😥😭
Still soooooooooo many heats of 200 breaststroke before my daughter's next event. 😵😵😵
Been sitting here at this swim meet a looooooooooong time this afternoon/evening. https://t.co/K4qea4eLv4
@karenebayne @Selkie1970 @hpstrawberries @SecretBeck I mean, men can get breast cancer!?! And that is what it is usually called?!
I had coffee with @astrohummel today; some SLC data science people are going to be lucky to have him!
@AriLamstein @gwang0924 Mormons! Not really joking. In Utah, Idaho, Nevada...
@quominus I'm sure not actually my business. I hope your lungs are doing OK, re: possible collapsing and whatnot.
@quominus Do they think it is a pneumothorax? Can we the Twitterverse convince you to stop smoking once and for all?
@cjlortie Also, starting from just telling RStudio, "MAKE ME A NEW PACKAGE" makes things much simpler than what I did before.
@cjlortie Hmmmm... Things ended up OK but I was doing a lot of things manually instead of devtools::use_whatever.
TFW one of our important family passwords is not in 1Password but it is not my fault https://t.co/8QxdpsmScG
@tonyfujs Not at this point, but that is a good idea.
HAHAHAHAHAHAHAHAHA... Now it is passing on appveyor and failing on Travis. Because life is a journey, everyone. 😭😭😭
@jhollist Thank you!
@jhollist If it fails for you, I wonder if it is an encoding issue for the text in the tests; I have some ideas of things to try.
@jhollist Do you mind cloning it and running devtools::test()? It's the ngram and skip_ngram tests that appear to be failing on appveyor.
@jhollist Have you looked at our tidytext package at all? It's one of the tests that is failing. https://t.co/eXfXLbgDFo
It's good; it's great. It feels good. 

WINDOWS. https://t.co/mBCWUX1uDj
Remember that chirpy, upbeat blog post I wrote about Travis? Well, now I have a package that's passing on Travis and failing on appveyor.
@Jowanza https://t.co/Efy7U2Wjw7
@HaleyNBurke Noooooooooooo...
IT'S ALMOST AS IF practicing something makes you better at it, and/or doing something for the first time is hard.
I am writing an R package for work and I am doing a MUCH better job getting started on it in a sensible way than the first couple I've done.
RT @EylerWerve: So easy your grandmother could use it, which is to say you need to be able to invent compilers &amp; COBOL while navigating ram…
@Nicole_Cliffe Oh, this is just tremendous. 💞💞💞 Henri Nouwen makes me cry too.
RT @drob: New post: Understanding Bayesian A/B testing (using baseball statistics) https://t.co/i9CdZTfbFO #rstats https://t.co/MWRFtKJvQV
@SKEdman This is so nightmarish.
@Selkie1970 Rob has watched some with me and does understand why I love it and thinks it is good, even if it isn't 100% for him.
Gilmore Girls is a truly great television show, and I will fight you over this. https://t.co/iYvpAFmMR2
@apreshill Oh, that sounds really interesting!
Ready Player One by Ernest Cline My rating: 5 of 5 stars Oh, this brought me a lot of delight and joy. I... https://t.co/SX8aV2uM6m
@rgaiacs I had a very nice day of work, wrote a blog post, and then hosted a not-R-related book club. 😊
This morning is my 10-year-old's Girls on the Run 5K and it is raining sooooooo much. 😞
@carroll_jono @sckottie That is so great! And OMG, it feels like such a huge accomplishment when things haven't gone smoothly! 🎉🎈🎉🎈
Wow, @travisci retweeted my blog post! 😎🙌🏼💃🏻 https://t.co/XtmxWFOHAK
@bryancshepherd Nice; thanks!
@AngeBassa R is not my first programming language but I will say that discovering it has felt like kismet for my background/strengths/etc. 💞
@carroll_jono Actually, take a look at geojsonio: https://t.co/PMHneChYYB
It depends on rgdal and builds successfully on Travis.
@carroll_jono Noooooooooo... Have you found any other packages that depend on rgdal? Any of the @rOpenSci ones like geojsonio?
We got an Alexa this week and my children are now highly entertained with stopping/starting the music, proclaiming their love for her, etc.
@jkru @twitter Woohoo! 🎉🎈🍻💫
@andrewheiss Did you see I wrote a Travis blog post?! https://t.co/qQPBkxRQ2L
Many thanks to @jimhester_ for feedback on a draft of the post, and helping prevent me from saying wrong things!
NEW POST: A beginner's guide to Travis-CI for #rstats https://t.co/aLpSYp47ZE https://t.co/lI5l1eY9uA
@hrbrmstr Oh my goodness, BIG DAY. 🎉
According to my calculations, today is my #rstats anniversary, meaning it was a year ago that I first learned there was such a thing as R.
They sang "This Land Is Your Land" but not any of the pinko commie verses.
The cold, dead patriotism part of my heart felt awoken.
End-of-the-year program for our sweet first grader, with FLAGS and AMERICA 🇺🇸🇺🇸🇺🇸 https://t.co/CHCW1R0kAH
RT @arnicas: When you're reading this medium post that's going around on SF rent modeling and it's about work by @enf - original: https://t…
I wonder how many bottles of Delsym I am going to go through before my lungs no longer feel trashed. I miss exercise... 🗣🗣🗣
@drob I watched the pilot the night it aired when I was 15 and am a HUGE fan, so I have a love/hate relationship with Chris Carter.
@drob Ooooooooooh, Chris Carter... To think that I am again feeling mad about Chris Carter's choices 20 YEARS LATER. 😐
@drob The new ones made me happy in some moments but definitely had some disappointing aspects storytelling-wise.
@drob Yes! It was the new episodes that made me want to go back and rewatch through.
I've been re-watching through The X-Files and I'm getting to some of my very favorite episodes. https://t.co/9C2HJcT0g2
RT @carolynwclayton: @juliasilge Fabulous! Just uploaded the first edition of my Twitter data project using your package. So enjoyable. htt…
@carolynwclayton I just added examples (docs/main vignette) on how to tokenize by regex in tidytext, if you want to get the devel version.
RT @Jowanza: NYT always coming with the visualization and informational 🔥🔥🔥🔥🔥🔥: https://t.co/jK0uFTEFah
RT @guyabelguyabel: Updated circular plots for directional bilateral migration data in #rstats #dataviz https://t.co/WaNS3ScdRa https://t.c…
RT @andrewheiss: Dying GOP Senator Apologizes to Muslims for Donald Trump // https://t.co/LjQ8myrdVx https://t.co/1tuBelPJrI
RT @HomesAtMetacoda: Axes of Evil by @grantdraws #dataviz RT @scienceporn: https://t.co/QsXiucAf1L
@Nicole_Cliffe @NishWeiseth https://t.co/6MZYJncxf0
RT @Jowanza: Blogged about mobile home parks in the United States: https://t.co/hJ8WRzQgFR
@polesasunder I love Shiny a lot.
🎶 I am writing a Shiny app for my joooooooob 🎶🎶 I am living the dreeeeeeeeeam... 🎶🎶 #rstats
RT @arnicas: If you like poetry (and stars) run, don’t walk, to read this (via the wonderful @mgiraldo) https://t.co/0giKvHmhO7
Well, this was very illuminating for me. https://t.co/KU5Ze4yiVY
RT @lenkiefer: Watch over 35 years of house price history for over 300 metros in this #rstats #dataviz https://t.co/CWXMF0c2HV
@JennyBryan I mean, Travis seriously feels like just trying random stuff, @andrewheiss 
(Or would a super beginning guide be helpful?)
@JennyBryan This is basically what I said to @andrewheiss when he suggested I write a blog post about Travis! @thosjleeper
RT @AriLamstein: Case Study: Mapping German ZIP Codes in R #rstats #gis https://t.co/yfxHgSj8we https://t.co/9do264pBtZ
RT @diff_eq: Hamiltonian: The new Broadway hit about the sum of potential and kinetic energy. https://t.co/PCJk3imDsq
RT @jonty: Following this thread in realtime absolutely made my Sunday. https://t.co/CYOpJvK118
RT @chromakode: So, for the @stupidhackathon I made an app that orders delivery to a random location, and ubers you there...
Wise, brave words from @micahbournes at my church this morning. Church could always use more spoken word poetry.
@Jowanza table B19013 for the geography you just defined.
@Jowanza So if you want, say, median income in each zip code, you would define a geography of your zip codes, then do a fetch of
@Jowanza Have you decided which table you want/need? I think I sent you this link before: https://t.co/pNPLGEVuWi
@Jowanza Yeah, I am using this a lot for work and it took me a bit to get up to speed. There is a LOT to wade through.
@Jowanza And FWIW, I use a lot of melt(), etc on the output from the acs package to get stuff in tidy format.
@Jowanza This is what I've found most helpful: https://t.co/ehK6AD7Unv
@Jowanza The package has some good resources: https://t.co/mPK8UcJvX0
RT @hrbrmstr: Global Temperature Change in R &amp; D3 (without the vertigo) https://t.co/mBbN4s5XY2 #rstats #d3js
@Nicole_Cliffe WHAT?! That is crazy.
@Nicole_Cliffe We should all hang out together sometime, not only ladies.
@Nicole_Cliffe It's a late 80s BMW K75, and it sounds like a sewing machine.
@Nicole_Cliffe "Oh, let's ride this thing on TWISTY ROADS! With SHEER DROP-OFFS next to them."
@Nicole_Cliffe Rob has one and I haaaaaaaaaaate it.
@Scott_Johnsn Hmmmm, if you want to do sentiment analysis you could check out tidytext or syuzhet.
@SecretBeck 💜💜💜
RT @hrbrmstr: I wish the path to global climate destruction wasn't so pretty #rstats https://t.co/CxrJGnJfs0
@andrewheiss Topical!
@hspter https://t.co/Wrs6FQHjy0
@hollandshaPri HOORAY! 🎉🎉🎉 We tried to get one, failed, and ended up with a 504, which I think (hope?!?) is good enough in our situation.
@jkru Rob thinks I *do* have pneumonia and is being a drug pusher with his tasty tasty antibiotics! But I haven't had a fever, etc.
The circumstances that have led to googling "walking pneumonia" are not the greatest.

(I probably don't have pneumonia and am just sick.)
RT @burnscsb: @juliasilge thx for tidytext -- helped me start/learn some basic sna #rstats https://t.co/JjpUa1ejQD
RT @katecrawford: 70K OkCupid users just had their data published. But researcher says that's cool 'because it's public.' #ethicsfail https…
RT @quominus: So I wrote up a (probably too-long) summary of the OKCupid data release horror from yesterday - https://t.co/9fn8V8h1Rt
This was my first package to review, and it was such a great experience. 🙌🏼 to @ma_salmon! https://t.co/uDvtvVn8VV
@bryancshepherd My department too! I think we overlapped at UT a little. I was in the astronomy department from 2000 to 2005.
@andrewheiss Skeezy. I reiterate my previous GIF.
@andrewheiss Are those your images?
@andrewheiss If s/he didn't cite you, s/he still is probably in violation of the CC license: https://t.co/KLWRhmTli5
@andrewheiss I would at least post a not-too-confrontational comment with the link to your blog, right? It seems inappropriate to let it go?
@andrewheiss (Not you, them). https://t.co/LCZjp20Pkd
@Jowanza If you end up working in R, the acs package is really great for accessing ACS Census data. Learning curve, but works great.
@Jowanza There is zip code tabulation area (mostly like zip codes) income data from the U.S. Census. https://t.co/pNPLGEVuWi
@NevilleLeoniers Are there other ones that you know of that have particular strengths/good points?
@NevilleLeoniers They were the three we'd seen most commonly used, and also the three that are in the syuzhet package.
@hadleywickham Oh wow, the Gingerman -- that is taking me back to my grad school days!
Prep by Curtis Sittenfeld My rating: 3 of 5 stars This book, all about a teenage girl’s high school life... https://t.co/OVdDVzpABC
HAHAHAHAHA... I love everything about this, including the hashtags which have just that lovely touch of cynicism. https://t.co/9F8wQQPAWW
@drob #truth
@drob Well, yes, but I did a bunch of little ones first to see how things were probably going to go. We'll see!
@drob No! It's wonderful. The computer is chugging away, I virtuously did what I was supposed to, and now I can gaze into the Twitter void.
The wonderful thing about simulations that take a long time to run is how virtuous and yet relaxed you feel while they are going.
RT @drob: I disagree. "BTW this is a log scale"

is better than

"BTW everything interesting is crammed into 1% of graph"

https://t.co/q6F…
RT @SteffLocke: satRday location voting now open https://t.co/50naOIO6Fe https://t.co/jqDy7BCRvN
@carolynwclayton If you have the devel version of tidytext, passing the args works the same as for ngram (there is an example for ngram).
@carolynwclayton In the mean time, take a look at the tokenizers package and how the regex option works: https://t.co/pMkHHyCDwX
@carolynwclayton Ah, yes, we should add some better documentation for regex. I'll open an issue for that.
RT @Ted_Underwood: Looking back, we'll see Steph Curry and Mallory Ortberg as early warning signs about black-market gene splicing &amp; smart…
RT @krisshaffer: Learning R? Like music? https://t.co/3qfxQE9Ps0 #corpusmusic #dh
@andrewheiss Wow, @hrbrmstr, you are the best. I am still getting my head wrapped around purrr but it keeps solving my problems lately.
Getting to THIS is what I have been trying for. It was using purrr that ended up fixing things. #rstats @datassist https://t.co/cAWca5YwoQ
@andrewheiss Use probably map_df with dplyr statements for the function? Or something like that?
@andrewheiss Maybe purrr is the way you want to go rather than do()? #rstats
@StephdeSilva Yes! Pretty sure it using this case.
And now they take way longer because they are doing what they are supposed to? More yay?????
AH HA! I think I got my boostrap simulations of these surveys working! Or at least I figured out another thing I was doing wrong? Yay?
OMG, Alanis Morissette is my jam and has been since I was 16. 😍😍😍😍 

An Update for 'Ironic' Lyrics 
https://t.co/jpM6mMkyJZ
RT @lenkiefer: Visualizing seasonality in house prices: monthly % changes, blue in winter &amp; red in summer: https://t.co/Y9cqsTyzFD
RT @hrbrmstr: ICYMI: There's a new #rstats podcast in town : R World News https://t.co/2C8z4AGrLL // https://t.co/TUVdqh2koV
@bryancshepherd (Her teacher, who is amazing, was probably less than delighted when she was thinking, "WTF am I supposed to do about this?")
@bryancshepherd It was! She is a delight, and also is on the autism spectrum. Her brain is wired up a bit differently than average.
@andrewheiss I think he's right and, like, nobody is going to vote here in November.
@andrewheiss https://t.co/NNC4pXfrrE
@czzpr She is a delight and a wonder. She also is on the autism spectrum and is wired up a little differently than average.
@emjonaitis She *is* amazing and hilarious. She is also on the autism spectrum and is wired up a little differently than average.
OMG, my 7-year-old did her spelling test on Friday so that it can be read correctly in a mirror. They do not pay elementary teachers enough.
@HaleyNBurke Oh noooooooo... 😭😭😭
RT @hrbrmstr: A student asked how long it takes frm question submit to 1st answer on @StackOverflowR. So, I chkd it out… #rstats https://t.…
@Selkie1970 I guess it is sort of a gray area. Rob doesn't do it much, but for, like, L's eczema and the occasional ear infection? Yes.
@Selkie1970 Pretty much, I guess! I thought this was one of those words like pneumonia that really meant something, but apparently no.
@Selkie1970 Cough syrup, rest, and NSAIDs. What I really wanted was good cough syrup; Rob can't call it in for us, obviously/appropriately.
My husband says bronchitis is a BS diagnosis that doesn't mean anything but I got the good cough syrup so I don't care. 💃🏻💃🏻💃🏻😴😴😴
I have had a pretty great Mothers Day, but it has ended with me at Instacare with an "acute bronchitis" diagnosis. https://t.co/r4qiXZ429M
@Jowanza Today I am attempting to use purrr functions; it seems to be working so far. (This is for simulating some surveys.)
Friday is bootstrap simulation day.
RT @MonaChalabi: No correlation. https://t.co/To7ZqQuFr2 https://t.co/0vUVrR65SI
@groundwalkergmb This has all been so helpful. I am working on some materials on using data for nonprofits, for context.
@mhairihmcneill That is a helpful perspective. Although I am writing materials on statistics/CIs for nonprofits! 😳
@andrewheiss My thoughts exactly!
@kwbroman So how do you feel about slides 15 and 21 here? https://t.co/NeaTAqVlaK
@seankross So how do you feel about slides 15 and 21? https://t.co/NeaTAqVlaK
@seankross Not trying to be a controversy-maker or anything; just trying to understand interpretation and how people do it.
@seankross Hadley's notes do include "95% CI has a 95% chance of containing the true value"; do you think that's an accurate statement?
@brycem Dude, I have VERY LITTLE idea on this. This is one of those things that I feel like, "Wait, I *don't* know what that is?!?!"
@brycem Isn't that the same as my first sentence?
I'm an astrophysicist so I learned all my statistics on the fly; no one ever REALLY taught us this stuff.
So "95% CI has a 95% chance of containing the true value" = TRUE?
But "95% chance that true value is in 95% CI" = FALSE?
OK, statistics friends, point me to a good explanation of the wrong/right interpretations of confidence intervals?
@janschulz @hrbrmstr I need to do it every time.
@hrbrmstr OK, this is as much as I'm willing to do during my lunch today. 😉 (No paddles!) https://t.co/qOMDdgXMZ5 https://t.co/H9GBpQaeUO
@hrbrmstr But would I have to make a geom_paddle?!?! 🏓
RT @kyle_e_walker: Explore US metro diversity w/linked @plotlygraphs, @LeafletJS, @Highcharts visuals: #rstats https://t.co/UtDdnmJjXU http…
@hrbrmstr My kids are still young enough that they so often come home with GERRRRRRRRMS. 😷🤒😷🤒
@hrbrmstr @lenkiefer AND he quoted Wendell Berry!!!
I am sick and I need to be tucked into bed with a brandy. (Not an election-related tweet, but an actual literal virus.)
RT @statsforgeeks: Using Data to Tell Better Stories https://t.co/kEOXDNjAmI (h/t @juliasilge)
RT @ma_salmon: The #rstats pkg to @OpenCageData's API has a new home at @rOpenSci! https://t.co/8DWKwnSGPJ 1000 mercis to rev @juliasilge &amp;…
RT @drob: gutenbergr package now on CRAN: download over 50,000 works from history + literature https://t.co/JtkQ0MMdwP #rstats https://t.co…
@AndreaUrban3 Have you seen this series? https://t.co/h0K8TU7M3T
@andresamad Each point is a word that the two sets of texts have in common, so more points (i.e. darker) means more words in common.
RT @RobbyKraft: scientist: "does everyone here know what Watson and Crick discovered?"
me from back of room: "Rosalind Franklin's notes"
@jkru Noooooooooo...
(They are both voracious readers.)
We never do summer reading programs at the library because we are all so sick of keeping track of which books they have read.
We are down to the LAST MONTH of tracking my girls' reading for the school year. 🙄
Ari has been SO helpful and knowledgeable when I have worked with shapefiles. https://t.co/Y8owe0zXEf
RT @albertocairo: The "only" could be a "Wow!", I believe: "Wow! 63% of adults can read a scatter plot!" https://t.co/vqqe9b7fVD
My maiden name was Smith, which is, according to this, the 117th most common surname in the world. I was not sorry to switch.
My surname is apparently the 1,806,124th most common surname in the world, and no one knows how to pronounce it. https://t.co/1wlOsbuL18
RT @hmason: Do you &lt;3 data and space? Apply to be a NASA Datanaut! https://t.co/trBf1zn4N7
RT @thosjleeper: Just discovered the @github dashboard to track issues across projects. Really helpful. https://t.co/M1ENrUMLsq https://t.c…
We came for the Pappy's and stayed for the Chinese food. @ J. Wong's Asian Bistro https://t.co/Bs8kPwoMYF
I'm a little shy of 40 and I don't know that I identify with the label "developer", but this is great. https://t.co/FsFlEz1P6B
RT @calli993: Some stats about #rstats on a daily basis: https://t.co/SdzCL7hZ5B https://t.co/oeSaobhcRE
@_inundata https://t.co/BKOtNF5OaF
@kwbroman We were faced with this about a year ago with my oldest and went with the bigger bike; it has gone pretty much fine.
RT @drob: Use tidytext and gutenbergr to find most common n-grams in your favorite literature #rstats https://t.co/oiZn7W7KAS https://t.co/…
More info on the tidytext package! Also, I used @drob's new gutenbergr package to get more books for analysis and it is SO NICE.
NEW POST: The Life-Changing Magic of Tidying Text https://t.co/CUQJZNHsAl #rstats https://t.co/paD965OMoG
@drob I just switched this out for the other way I was getting stuff for my tidytext blog post and it is AMAAAAAAZING. 👍🏻👍🏻
RT @drob: Introducing the gutenbergr #rstats package: download any of 50,000 public domain works https://t.co/JtkQ0MMdwP https://t.co/9JwSF…
@HaleyNBurke For Saturday, for inspiration, I guess... https://t.co/bt7aaNUm3u
@bigkage It may well already work but we haven't tested that option much. Let me know if you run into something, file an issue, etc.
@bigkage We have not worked those out yet but the tokenizer we are using (https://t.co/pMkHHyCDwX) has them so that should be doable.
@erincmcgrath Did you see the vignette?!?!
@FakeAcademStats Ah! I think I found an original artist for a version of this: https://t.co/Ae8mX2223e
@idigdata Ah! I think I found an original artist for a version of this: https://t.co/Ae8mX2223e
RT @salvag63: It’s Not Rocket Science, Just Pasta Carbonara | #rstats #dataAnalysis https://t.co/tF7asRsrnx
@wrightinthecity This is free right now: https://t.co/MFr5r7ZLSl
Thanks to @rOpenSci for the amazing #runconf16 where we started work, and to @gdequeiroz who contributed. Blog posts coming soon!
Our tidytext package, for text mining with tidy tools, is now on CRAN! 📄🎉📄🎉📄 @drob https://t.co/eXfXLbgDFo #rstats https://t.co/U3p6kcyrIU
@Jowanza 🙌🙌🙌
@idigdata OK, thanks!
@SKEdman I very, very seldom feel anything resembling nostalgia for Texas, but Lyle Lovett will do it.
@FakeAcademStats Thanks for trying that! I am trying to use this in some instructional materials. For stats, naturally.
@FakeAcademStats Thanks! 👊🏻
@idigdata Is this your work? Or do you have a source for it?
Doing 'git push' makes me think of this, like EVERY every time https://t.co/5dLQ0tY396
@FakeAcademStats Is this your work? Or do you have a source for it?
RT @MicrosoftR: Sentiment analysis, Jane Austen, and z-scores https://t.co/7zEOlxBxD0 https://t.co/SC8aWLidIe
@bearloga One moved back (with her Ukrainian husband who didn't speak English) for many of those reasons. A LOT of systemic brokenness.
@bearloga OMG... Two of my closest college friends ended up living in the former USSR for extended periods and there is SO much disfunction.
@bearloga And now I just saw these tweets, and GOSH, I am so so sorry.
@bearloga there isn't such a Western focus on the individual so everyone is all ¯\_(ツ)_/¯ about someone (or a lot of someones) dying.
@bearloga I took a few semesters of Russian in college and had a big Russian literature phase. I've heard it put more like that
@angebassa Truth.
RT @flowingdata: American Slavery maps https://t.co/U90bxDASQe by @thebillrankin https://t.co/xXqJH4H7bF
@drob IT ME https://t.co/aKFMEegKfg
@Nicole_Cliffe @NishWeiseth So sort of along the lines of that Piper post, a little bit.
@Nicole_Cliffe @NishWeiseth To be fair, NTW was not saying it is actually wrong but perhaps shows not taking resurrection of body seriously.
@Nicole_Cliffe @NishWeiseth cremation I felt so befuddled.
@Nicole_Cliffe @NishWeiseth I love NT Wright so much but when I read his (so good) book on resurrection and he was all "IDK GUYS" about
@JennyBryan Aaaaaaaah... Are they motion sick or SICK sick?
@jaustinwright Hey Austin, did you see my FB message about booking a session?
RT @_inundata: Have you seen the new gapminder viz tools? https://t.co/L2b1E4dY0E
#openVisConf
RT @kosamari: Here is my slide for @OpenVisConf 📓
Pixels! Colors!! Googley 👀!!! and Web Workers!!! 💁
https://t.co/zsplnNM6Y5
#OpenVisConf
@_inundata I am so jealous; I love her work.
TFW your data science and faith communities come in contact with each other 🙈 @peteenns  https://t.co/vdTFBDfeax
It's the New Pornographers and Old Fashioneds here at our house tonight https://t.co/B3m284X0UW
@albertocairo 😬😳🙈 @peteenns
I Am Malala: The Girl Who Stood Up for Education and Was Shot by the Taliban by Malala Yousafzai My... https://t.co/QjuQ3ZQQ12
@Nicole_Cliffe @lkoturner @zt I barely waved hello to you in passing, but everybody wonderful should move to Utah.
One of my friends from dinner (getting her MPH) says she's about to start learning #rstats. ✨📊✨
Lovely food and drinks with lovelier ladies (and MAGICAL RHUBARB HAND PIE 😍😍😍) @ HSL Restaurant https://t.co/TXTXjZswt2
@hrbrmstr We watched Winter Soldier last night and I learned where that sentence in your Twitter bio comes from! Hope you are on the mend.
RT @lisacrost: Your Friendly Guide to Colors in Data Visualisation: https://t.co/rgVMCQdhBa https://t.co/TVnoBl4V94
Dream Work by Mary Oliver My rating: 4 of 5 stars I am always saying I want to read more poetry, and... https://t.co/iE0bBXCEbn
RT @albertocairo: The history of humankind has been shaped by four key inventions: the wheel, agriculture, writing, and R's pipe %&gt;% operat…
@mljockers @datalies @revodavid I'll be interested to see that!
@datalies Yes, I discuss that near the end. https://t.co/8qpLITPsU3
@drob Marie Kondo the file formats, probably. DOES IT BRING YOU JOY?!??
@drob Yes, I am a minimalist by instinct so I for sure don't like complicated formats.
@drob The thing is that it is quite standardized and there are good libraries in C/etc (and R! https://t.co/orQDxDILNu) for read/write.
@drob YES! It does!
@drob In astronomy, it's all FITS files (https://t.co/va59hmRBw2) which in hindsight were not TOO terrible.
@abresler Thank you so much, Alex! The data package is on CRAN now, too.
@SKEdman Kiyonna. I have two from them (one day dress, one fancy) and they are great. 👍🏼👍🏼
@hadleywickham Actually, I think I managed it.
@hadleywickham I am having a hell of a time getting the XML package to install on Travis. XML is, like, 2 layers back in dependency.
@amcasari This makes me feel literally queasy.
There are some dependencies in the packages used for examples in the vignettes that are causing HEADACHES. 😵  #rstats
Would it be bad to skip building the vignettes in my R package on Travis? Why/why not? #rstats
@Nicole_Cliffe We (all of us apartment mates) made this joke to her to a lot.
@Nicole_Cliffe My roommate in college was Faith and she has a sister, Hope; they grew up as Baptist missionary kids in Zimbabwe.
@znmeb Thank you!
@dragonflystats @HeathrTurnr @infrahumano 👍🏻 for me! I have gone to Saturday data science meet-ups and conferences already.
@qSonyaBerg I not-so-secretly wish I had become a computational linguist. Or maybe it's not too late!
@infrahumano If it were in the actual evening post-work, I could swing it with my spouse, but that late afternoon time is just not doable!
SLC has an R User Group, but its meetings are exactly at a time that I can never, ever go (late afternoon = picking up kids, etc). 😒 #rstats
@hollandshaPri Oh man. With you on this one, with some stuff from my family of origin.
RT @ThePracticalDev: Born for it: How the image of software developers came about https://t.co/0x0TMTUFnc https://t.co/BVlXDoSiQu
@Nicole_Cliffe I bought NUDE PANTYHOSE especially for the event. Then I thought, "What am I doing?!?!?!" In more ways than one.
@Nicole_Cliffe I somewhat recently had an interview at an enormous, conservative financial institution with a large office here in SLC and
Whenever I get really confused about what I need to do in dplyr to get what I want, the answer is usually some kind of join. #rstats
I am simulating some CRAZY biased surveys over here. @datassist #rstats https://t.co/iDsGVETDTF
RT @revodavid: .@juliasilge compares the dramatic arcs of Jane Austen with sentiment analysis and R https://t.co/3NTZlSKoRX #rstats https:/…
@revodavid Thank you, David! I have so enjoyed these analyses.
@SecretBeck Oh man, THE WORST.
@JennyBryan @rmflight Ugggggggggh...
RT @drob: When teaching, be careful not to mix up "I learned this a long time ago" with "This is simple"

#rstats
@JennyBryan My maiden name is Smith and I started using Silge while I was only engaged, for academic publications, etc. "J. Smith" = 😱😱😱
Preschool Seder https://t.co/gcXjcsxfEw
@andrewheiss Although maybe that does make me the right person to write a blog post... 🤔
@andrewheiss HAHAHAHAHAHAHA... But I am, like, literally THE WORST AT IT.
RT @neverjessie: Clickbait, circa 1922 https://t.co/RsMCebO8qJ
@ma_salmon I put the blank lines back in so that we could tokenize paragraphs; in the first version I put out, I had taken out blank lines.
@ma_salmon LOL!
Things are going great; why do you ask?! #rstats https://t.co/x3jJQZkuGs
I was so sad about Fresco closing! But I love those Pago folks: Plans revealed for new restaurant in Fresco space https://t.co/yt2XQRyjSv
@astropixie (I am too old for it to have been a big part of my childhood or anything, so I am only peripherally familiar with them.)
@astropixie She is very entertained, at least in her rather unwell state!
My 10-year-old was home sick from school today so I introduced her to the Powerpuff Girls. https://t.co/agtiG3lI4V
@hrbrmstr Oh man, that is a tough break.
@hrbrmstr Wow, that is a long time to be ill! 😷
@hadleywickham Yeah, it does have that: https://t.co/MqHsbZkNgD
@0ttlngr Oh goodness, you're right! I'll go fix that.
RT @AriLamstein: Announcing the R Election Analysis Contest results! #rstats #opendata https://t.co/47iUKnyu5e https://t.co/bqVJ9anyEJ
I talked about what I learned and compiled some helpful resources for a first CRAN submission. #rstats https://t.co/Gt9dpeoYiK
NEW POST: How I Learned to Stop Worrying and Love R CMD Check #rstats https://t.co/Gt9dpeoYiK https://t.co/oLpYVuuQiE
@andrewheiss Wow, interesting.
@andrewheiss This is on my list to read! I have read some of Enns' other books.
RT @RedSox730: Just your regular, everyday dictionary flame war on Twitter. Nothing to see here. https://t.co/4o5OkF5EXh
Then I remember that it means INSURANCE coding, like medical insurance (he is a physician).
"WHAT?!" I think irritatedly. "He doesn't know any programming languages." 😦😒🤔
Looking over our calendar for this week, and one evening my husband has something called "coding dinner".
@AriLamstein Oh, rural Utah, you do you.
RT @NYMag: UC Davis tries to scrub pepper-spray incident from web, so now it's the top result on Google https://t.co/UxuMMriV3B https://t.c…
@Coffee_myLove That looks interesting, but it appears LIWC is not open-source? https://t.co/UMGHLtb4pU
@hrbrmstr @jhollist Aw, shucks! I sure did appreciate your help.
@jhollist I copied a lot from Hadley's neiss package when doing a data package.
@JennyBryan @polesasunder This is obviously the best day, when my Twitter feed is half full of Jane Austen gifs.
@polesasunder I'm still giggling about this. My 10-year-old just gave me a skeptical, raised eyebrow look.
@polesasunder @rstudio ❤️❤️❤️❤️❤️
RT @gdequeiroz: My blog post about my experience on the 2-days at the rOpenSci Unconference 2016 https://t.co/7LPoOJy2q9 #rstats #runconf16
@ma_salmon (But not until next week.)
@ma_salmon I'll just skip along and do that. https://t.co/rlrn3NCJ4w
@tylerrinker Oh, thank you!
@jhollist Aw, thank you!
SIGH, I forgot to hashtag rstats my package announcement tweet. What I wouldn't give for an "edit tweet" option.
High five me, everybody! I have a package on CRAN! https://t.co/BFoHYrQrDC
If any of you come through SLC or we are otherwise in the same city, I will take you out for a coffee/drink/manicure of your choice.
Many thanks to @hrbrmstr, @quominus, @drob, @seankross, @JennyBryan, @the_belal, and others (?) who helped me with my first CRAN submission.
My package for the text of Jane Austen's novels, janeaustenr, is now released on CRAN! https://t.co/GVrclq3DFY https://t.co/UufHmaIiCB
RT @alexwhan: New blog post https://t.co/XPkTNUEoxv - where characters appear in Pride and Prejudice, thanks @juliasilge. https://t.co/cqho…
@kjhealy The worrrrrrrrrrrst.
@rodjcano Sure, do the thing that works! 👍🏻  I am realizing that my last question doesn't make sense if what you have is working on Windows.
@rodjcano You say df; you aren't sending a whole data frame with more than one column to get_nrc_sentiment(), are you?
@rodjcano Send me your sessionInfo()?
@rodjcano Oh gosh. I'm assuming you've tried this with nothing but syuzhet attached? And you've updated everything? (including R)?
@rodjcano Hmmmm, syuzhet works great for me on OSX. https://t.co/u0tC1yauYS
@rodjcano Where is it not working?
@rodjcano I did do this on OSX. One thing to be aware of is that this post was before the major update to ggplot2 that changed some things.
RT @apreshill: Different states, different stories from the CDC #autism prevalence surveys #rstats #ggplot2 https://t.co/e9oubu3xoE
@kara_woo Aaaaaaaaaaah...
@kara_woo Oh man... I'm sure it's very beautiful.
@kara_woo @quominus https://t.co/pm5xVyPB7y
@andrewheiss Some local politics person was running with this as part of his platform; he was going to get all the rape kits processed.
@andrewheiss Oh, I have been hearing about this! I still feel confused about it -- an issue of $$$?
In horrifying local-ish news... https://t.co/fr8dmwX8yE
@kwbroman It ended up that I had not yet installed pandoc on my new-ish computer. 🙄 I did keep the README in the build so WE'LL SEE.
@TheAtavism Aaaaaaaaah, this is a new-ish computer and I hadn't installed pandoc yet! 😱 I just installed it and it's fine now.
I mean, I know what this message actually means, but does CRAN not have pandoc?! The README isn't supposed to be in .Rbuildignore, is it?!
ABOUT to submit to CRAN, but a NEW NOTE!!! "File README.md cannot be checked without ‘pandoc’ being installed." https://t.co/D3qCjREY6F
@quominus OK, thank you! 👊🏻
@quominus So to clarify, I don't need to reference any license because these are public domain works? No one can own/license them?
@quominus license (https://t.co/s8CqUiu4TW) in my package (https://t.co/GVrclq3DFY)? In LICENSE?
@quominus You seem to know more than me about licenses. Do you have advice/thoughts for me about how to reference the Project Gutenberg
@Nicole_Cliffe CT does such interesting things; one of our friends here in SLC (not a believer) has written for them about Ethiopia.
@Nicole_Cliffe If this is a serious question, I say no cross.
RT @xkcdComic: Algorithms https://t.co/SJDVwTyzEJ https://t.co/HwLheVp053 https://t.co/A2BOUKupvl
@tylerrinker OK, I didn't know about sentimentr. This looks super great. 👍🏼👍🏼
@sherah1918 @lincolnmullen I have heard about people using R + seewave: https://t.co/LO8GljeVIb
@hrbrmstr Oh, I know, so gut-wrenching. 😞
@Jowanza But will you find it useful to promote Jowanza?!?!
@patternproject Thank you! It is great to see all the work that people are doing in these.
@statsforgeeks Oh man, yeah. 😞
Here is the code: https://t.co/8oo5OIXag6
I made this for @hrbrmstr's #dataviz challenge this week. Where are there more homeless youth? #rstats https://t.co/lCk4LnMvqZ
.@Lewis_Lab For example, for the states, 4 with percent error &gt;5% are black + Asian pops in Puerto Rico, Asian pop in WY, black pop in MT.
@Lewis_Lab No, but I've literally looked at a lot of them.
Making pretty plots may make me TOO happy; I may have a problem.
Mmmmmmm, geom_jitter + scale_alpha_discrete = GEORGEOUS #rstats https://t.co/5gXiU1aePK
RT @thosjleeper: I'm excited to see what comes out of this project! #SurveysStillMatter https://t.co/u3CHzxHCDe
@thosjleeper I'm thinking about this a lot because it's a focus of my new job! https://t.co/OSe8nuDcKE
https://t.co/1UOpblu2i4
RT @angebassa: Whoa. https://t.co/QAbczM0erY
RT @drob: When I'm looking for an introductory resource on an #rstats subject and discover a guide written by @JennyBryan https://t.co/1gz0…
Getting ready to grill homemade pizzas tonight. 1 pesto + fresh mozzarella, 1 pear + Brie, 1 red sauce + mozzarella.
RT @AriLamstein: There's still time: Enter the R Election Analysis Contest! https://t.co/LeBkAexZD8  #rstats #datascience https://t.co/D4vG…
@hrbrmstr Thank you for your expertise! And any day that someone considers picking up Jane Austen is a good day. https://t.co/uD1Xh3jCMj
@hrbrmstr Sure, no rush on these; I really appreciate your help. I am just trying to figure out what all of this means!
@hrbrmstr The stuff about the URLs and spelling isn't a NOTE per se, but just some kind of message?
@hrbrmstr Wait, I just realized that the NOTE on Win-builder is for me being a new maintainer.
@hrbrmstr It has 0 notes locally and on Travis, and 1 note on Win-builder. I think I will leave it? https://t.co/Lev17mnp3w
@hrbrmstr Do you mind doing this, actually? It's here: https://t.co/GVrclq3DFY
RT @JennyBryan: Play with @polygraphing's film data in #rstats https://t.co/7rXPvyiAIJ https://t.co/J8K8mWlWcL https://t.co/mkLLmdF3B3
RT @tvaziri: My goodness. The data.

Film Dialogue from 2,000 screenplays, Broken Down by Gender and Age
https://t.co/oFU6wBfQmO by @polygr…
@Jowanza Aaaaaaaaaaaaaah... 😵😭☹️
I have made myself a second one of these after 8pm, which may be a delicious but terrible decision. 👀👀👀 (⬅️ awake eyes)
@ledell I think I am going to say this: https://t.co/Lev17mnp3w
@ledell I haven't gotten to tidytext yet; I am still working on janeaustenr first, as far as getting on CRAN.
Irish whiskey + cardamom orange peel cold brew + simple syrup https://t.co/fmKxKlFK8Q
@JennyBryan You don't mean in cran-comments but in general? In README, description on Github, etc?
@JennyBryan @seankross @sckottie @drob You think this is good? https://t.co/Lev17mnp3w
@seankross @sckottie The possible misspelling and invalid URLs happened in both.
@drob All right, I'll make a function.
@sckottie I haven't seen this note on Travis or locally on OS X. I have these as the source url in the docs. https://t.co/vQxGs5cIJm
@JennyBryan No, it says this about "possibly invalid URLs", from Project Gutenberg: https://t.co/ld1VgQdE47
I ran build_win() for the first time, #rstats friends. It seems OK except a NOTE because it doesn't like the URLs in my docs? Probably OK?
@JennyBryan Well, making these did not involve THAT much work! I should probably add the scripts.
@quominus I know I have to add Travis to the .Rbuildignore; I haven't run R CMD check for a while.
@quominus Yes, absolutely!
@quominus It's just a data package: https://t.co/GVrclq3DFY
OK, one of my projects for this weekend (next week?) is to try to get janeaustenr ready to put on CRAN. Helpful links? Resources? #rstats
@miaubz @qrs I'm old; I learned C first. 😳
Will I always think in for loops? Thanks a lot, C.
I was about to write another for loop, everyone, but then I managed to get a purrr map function to work. #rstats https://t.co/tGXCJHHiiE
I did this analysis for @AriLamstein's election analysis challenge, and I learned about how voter turnout is calculated (inconsistently).
NEW POST: I mapped voter turnout in Utah's presidential caucuses #rstats https://t.co/q9o60OVIMm https://t.co/7rRf5kizEi
@AriLamstein Aaaaaah! I'm deleting.
RT @ReformedBroker: The average American household’s financial assets are $315,000.

The median American household’s financial assets are $…
@polesasunder Well, I guess I have only seen it happen twice myself, but it's not like I read all @JennyBryan's mentions or anything.
@JennyBryan Like those people I keep seeing who helpfully suggest you might want to try out the googlesheets package.
@hrbrmstr It was so great to meet you in person!
@ironsoap That is very close to my feelings. They have got my number, apparently.
@ma_salmon I just realized I didn't understand what you said you'd already tried. Oops! And who wants # in a column name?!
@ma_salmon I've mostly used readxl from Hadley and it's been pretty painless.
My kids are all about robots this week, want to learn to build them, etc. I'm picturing them turning into this guy: https://t.co/2xQA5fyXpW
I 💙💜💚 the collaborative learning that happens via blogging/etc in an online community. It has been important for me. https://t.co/tgoekGQedd
@DozaHill Thank you for the kind words! I also have learned so much working on these projects.
RT @Maggie: Bleeeeeehhhhhhhh. https://t.co/Xr1gJwrYQI
I think it's warm enough to make a batch of cold brew. *excavates cold brew thingie from back of cabinet*
@SEChildress I am a HUGE fan of @swirlstats; the exercises are so helpful, and also kind of fun. 😬
NEW POST: I went to @rOpenSci Unconference and all I got were these lousy hex stickers #rstats #runconf16 https://t.co/sWCC6JEuxS
@drob OMGGGGGGGGGGGGG...
RT @drob: Pride and Prejudice and Donald Trump: per-sentence sentiment analysis. Amusing! #rstats https://t.co/wfq3riySDX https://t.co/pa1r…
RT @randal_olson: Looks like the #PanamaPapers data set is on #GitHub: https://t.co/h7FafmV0lX

#OpenData #PanamaLeaks
I had a real come-to-Jesus moment today about tidy data. ✨📊✨

(You'd think I'd be over these by now.)
@Selkie1970 @SecretBeck Oh, we are all those things in our family! 😜 Skier, hipster, tattooed, fancy coffee loving, kombucha drinking...
@SKEdman (IDK if you remember but Rob is a pediatrician by training; CHOP is like the Harvard of children's hospitals.)
@SKEdman CHOP has an amazing reputation; I don't know that pursuing something faster/private would even be worth it given that it's CHOP.
@SKEdman You know, it is not 6 months between appointments or anything. It goes faster once it starts.
@SKEdman And my experience is that once the process is started at a place like the U or CHOP, it goes very smoothly.
@SKEdman Yeah. These wait lists are crazy. You could get in somewhere much faster with a private ed psych assessment but it will be $$$.
@SKEdman This is what it is here: https://t.co/8MdCCcal3f I don't know if you can find something similar around you? It was ~1 yr wait list.
@SKEdman a university college of education department of ed psych. Both were wonderful around here, and not as $$$ as private psychologist.
@SKEdman The two places that we successfully got evaluations for ASD (different, I know 😕) were a pediatric mental health center and
@SecretBeck the hipster kombucha brewing people, a thriving tech market. It's a big city for this part of the US, which can be fairly empty.
@SecretBeck It is a quirky city because of its history. Beautiful mountains with skiing, the outdoorsy hiking/climbing/etc scene,
@SecretBeck Mine! Salt Lake City
@SecretBeck They never get to be little girls EVER AGAIN.
@SecretBeck And who would WANT that?! Given what that actually means?
@SecretBeck My oldest is 10 now and I am seeing this; she is definitely clinging to her little girl self in a lot of ways. WHO CARES?!?
@BrentBrewington @Emaasit Most of them are RStudio stickers, and I believe they pass them out at conferences. Maybe useR?
I made a little something for @hrbrmstr's #dataviz challenge. More drones on the weekend! https://t.co/HslvBHnnyb https://t.co/rhPdkXCtqR
RT @quominus: 'When I first heard the term data science, I went "what? Isn't that like food cooking?"' -@billdoesphysics
@Han_Miami @arnicas (but be aware that Autism Speaks is a very controversial organization in the ASD community, especially for ASD adults)
@Han_Miami @arnicas You could check out some of the links here: https://t.co/qZqpsppSpF
@Han_Miami @arnicas Well, the most careful estimates of prevalence are done with those 11 sites: https://t.co/P0owwAmyVB
@WillBogel I am such a fan of your blog, @AnneBogel!
@WillBogel @AnneBogel Oh, excellent! Check out the plots especially, and look at the last couple. https://t.co/BfGOo7OSaq
RT @lincolnmullen: New on CRAN, my tokenizers package for #rstats provides a consistent set of tokenizers for natural language. https://t.c…
RT @SarahFKessler: In 100 profiles, photographer @helena tells a less-often-heard story of "Techies."  https://t.co/NNTR6wZi5Y https://t.co…
@arnicas Thanks! We're going to get it cleaned up and ready for wider consumption soon. @drob
These hex stickers sure have spiffed up my laptop. #runconf16 

(Does my 4-year-old love #rstats? To early to tell.) https://t.co/c9voEWNcn0
@Nicole_Cliffe I'm very tempted to @ mention him here, Nicole, but I will refrain.
@Nicole_Cliffe Also, he mentioned Martin Luther's anti-Semitism, which I always want people to do. https://t.co/1sHIA6qSq4
Farewell, San Francisco. You have been VERY good to me this trip. @ Embarcadero Station https://t.co/Fw83RkV6ZF
I just had omelettes with @AriLamstein; visiting San Francisco is the best. 🍳🙌🏼😊
@drob I finally had the chance to read this and it is HILARIOUS.
RT @seankross: You can find all of the projects we worked on at #runconf16 here: https://t.co/REPr5slbiF #rstats
RT @_inundata: Tidy Text from @juliasilge &amp; @drob is incredibly cool. 

https://t.co/tQN7OCHvJx 

#rstats #runconf16
RT @jdunic: @juliasilge with a cool demo of text processing using https://t.co/XhhtVi1can text #runconf16 https://t.co/fr5LIlbYAw
Always a nice feeling when Travis manages to actually build. #runconf16 https://t.co/7qZfH2OEij
RT @krisshaffer: Ikea announces new discount, low-powered computing solution: the Lingonberry Pi.
RT @_inundata: I can’t even think of more badass data science folk than @juliasilge @drob and @GaborCsardi https://t.co/u58QqfX48i
Good morning, Bay Bridge. Good morning, Embarcadero. I can see you from my hotel room window!
RT @nicole_soojung: I wrote about my love for @kristiyamaguchi and how much it meant to find my first Asian American hero for @NYTmag: http…
@AriLamstein It's this: https://t.co/QWMx5zyniI I am excited to be here for it.
Also, this time last year I did not have a GitHub account. https://t.co/AAJnwqomnx
SLC✈️OAK for #runconf16 and remembering that this time last year I did not know there was such a thing as the R programming language. 😳🙀🙊
@ravikk @apreshill I would be surprised, given that there was so much scrutiny: https://t.co/3b9gb5IadD
@apreshill @arnicas @Han_Miami i.e. you can compare the rates to each other? The uncertainty in the rates would depend on n, of course.
@apreshill @arnicas @Han_Miami It's says per 1000 by sex/race/ethnicity (Table 5). Doesn't that mean per 1000 for each of those groups?
@apreshill @arnicas @Han_Miami That makes this whole thing make a LOT more sense.
@apreshill @arnicas @Han_Miami Gosh, you're right! I was so focused on the state-to-state sample differences, I didn't notice that.
@arnicas @Han_Miami Just for the record, I have a child diagnosed with ASD here in UT in 2015.
Here is a more recent report (2010) on those sites with more balanced samples for the states: https://t.co/FVwXxzBwTm @arnicas @han_miami
Apparently other people were also concerned about that Utah site: https://t.co/3b9gb5IadD
The 95% CI on the rates are pretty big, comparatively. Also, the UT ASD kids had higher IQs than the other states (fewer severe cases?).
I just looked at this paper; the sample for Utah was the smallest of all the states, ~10% of the number of kids of other states.
Something weird is going on here in Utah with ASD diagnoses. https://t.co/ydXzCpnpRI
@arnicas @Han_Miami Oh, no, I see now that is a prevalence. Sorry...
@arnicas @Han_Miami Is that the % of the ASD population?
My husband and I have a running joke about how many of our conversations begin, "I heard this thing on NPR..."
I just heard this on NPR and wow, really wonderful/amazing... Angel's Story: Prison to the Honor Roll  https://t.co/mnMvZINZBq via @WNYC
RT @treycausey: Demographic variables are easy to think about &amp; convenient to measure, but may not be good predictors of consumption https:…
Options I'm considering for tomorrow:
a) play it cool
b) full #rstats fangirl at all the cool people I will meet
#runconf16
@hrbrmstr @Hadley I learned yesterday of the ggstance package, which has lots of good options for such things. 👍🏻👍🏻
@hrbrmstr @kyle_e_walker There is an rda for 2012 population in counties (with FIPS) in choroplethr; it's called df_pop_county.
@ma_salmon This worked perfectly, by the way.
@bhive01 @analystaash That is not an unreasonable example.
@analystaash Well, I think I am on Hadley's side on that one. 😉
@ma_salmon Ah, I will have to try that!
I sort of hacked together what I wanted using geom_segment instead of geom_bar: https://t.co/YblpI8x27O
You can't use coord_flip at the same time as scales = free?! But what if I WANT to?!?! #rstats
RT @AriLamstein: Announcing the R Election Analysis Contest #rstats #ddj #opendata https://t.co/LeBkAePAuG via @arilamstein
@mallelis WOW. This is very very real for a Monday morning.
Aaaaaaaah, all the @uscensusbureau API calls are working again. https://t.co/JukK7rUIXa
@hrbrmstr @rOpenSci Oh, dude. You have no idea.
All three of my children can fasten their own seatbelts. It's like a WHOLE NEW WORLD.
RT @_aaronmiles: Forbes' best cities for business, mapped using @abresler and @AriLamstein packages and @juliasilge post as template https:…
RT @quominus: So I just wrote up a very long angry rant about the "unicorn wizard ninja" narrative in Data Science right now - https://t.co…
RT @ma_salmon: .@juliasilge's #rstats janeaustenr pkg+Named Entity Recognition https://t.co/WKJxOtmjDl Easy &amp; results=not that bad! https:/…
The Art of Crash Landing by Melissa DeCarlo My rating: 3 of 5 stars A funny, appealing family drama... https://t.co/9mkWe07n00
@klahrich Yes, it was! It was for work for I can't share all the code right now but if you have a specific question?
@hadleywickham @_inundata I see your Campari which reminds me that we are OUT. 😱
I think my mise en place is all in place, so now we can stir fry! Berkshire pork tenderloin, broccolini, bell pepper, scallion.
Blood orange old fashioneds https://t.co/Es38ixJiMj
@hrbrmstr @kyle_e_walker That is really helpful; I was just looking at one of those JSONs in, like, a browser.
@kyle_e_walker Or I guess I know what it looks like for it to be down now, so...
@kyle_e_walker Is there anywhere that you can check the status of them? I am using ACS data A LOT in my new job; it would be nice to know.
@kyle_e_walker Oh, well, at least it's not me. I was so puzzled.
I'm using the acs package and all my API calls that worked day before yesterday are failing. Is it me?! Is something down? #rstats
RT @ucfagls: Modelled trend in global avg temp 1850-2015 &amp; 50 simulations from the model posterior
https://t.co/uAMYGTmjPf https://t.co/gGT…
@astropixie Oh yes, so hot. I forget things like that.
@astropixie OMG, I love all these babywearing pictures. I MISS IT!
@burnscsb Nice! Thanks for sharing that.
@hrbrmstr Thank you so much for your post with the CNN JSON links and how to get started with them!
Utah was absolutely feeling the Bern in our caucus this past week. #rstats https://t.co/eyqoddahWr https://t.co/9EkL9aG9SW
NEW POST: Mapping how Trump lost to Cruz and Kasich in Utah's caucus. Sad! #rstats https://t.co/eyqoddahWr https://t.co/RCYlzVNhUU
@krisshaffer Congratulations, Kris! That sounds like an amazing position.
@ThChln Oh man, that is so interesting! Thanks for sharing that.
@jkru Yes, there are actually color spaces that specifically work that way; maybe I should just use one of those.
@Carrie_Mayne Interesting! I will end up pulling all the ACS data eventually so I'll have to check it out. (Yes, the 25+ tables.)
I'm not entirely sold on that color scheme, though. I need to come up with a good male/female color scheme that is not just blue/pink.
I LOVE making PLOTS in exchange for MONEY... 💵📊😍 https://t.co/1zDQBRhyQX
Regex makes me feel like I'm juggling, in a good way.
4-year-old, on Purim: "Hamentaschen is NOT a healthy food. It is shaped like Haman's hat."
@tdhopper Maple! OMG, I haven't thought about Maple since the late 1990s when I was an undergrad.
RT @UtahProbs: Record turnout.
Trump lost.
I'm so proud of all of you. https://t.co/c0DmgoRV9E
@AdageCat Oh my goodness! That is big.
@andrewheiss I SAW some of those Provo pictures/videos. 😯 It has been similar to this all over SLC, from what friends are saying.
Our mayor was there holding the doors open, though. Did you know that SLC has a democratic, openly gay mayor?
Well, our democratic caucus was CRAZY PANTS. No parking for ~1 mile, line around the block, etc. #UtahCaucus
@NishWeiseth Rob just sent me pictures from our neighborhood by the middle school where he is trying to go to our caucus! CRAZY TOWN.
@Jfpohl Without acknowledging that we existed, in fact. We were not really a necessary part of his class.
@Jfpohl He would walk into the class, straight to the blackboard, and start writing/talking without making eye contact with any of us.
@Jfpohl Oh man, physics/cosmology people can be SO BAD about science snobbery. 😳
@Jfpohl I took a cosmology class from him in grad school. It was... an interesting experience.
@saadsoroya What kind of project is it?
@AriLamstein I have seen a good number of interesting maps and analyses around lately; that's for sure. I probably would!
Ooooooh, my #FirstTweet was all election-y: https://t.co/rJd39Al0VM. What was yours? https://t.co/ilPscD3aI6
I'm totally going to do this after Utah's caucus tomorrow night, provided I can find the data. https://t.co/IKDMVRAjgY
@drob Thank you! It was just as of Friday.
From @drob, a new package for fuzzy matching of columns, with clustering of P&amp;P characters! https://t.co/FejC9uTppJ https://t.co/yMBpzmn2rH
@drob @hspter I SAW.
Lies, damned lies, and data visualization https://t.co/3cA4ECm1ZK
@mrkptr Thank you so much! I enjoyed doing that analysis.
@SKEdman @Selkie1970 😱
RT @MegDraws: Hustle vs. Hustle https://t.co/iex5vJRjRR
Warm-ups on the last night of the state swim meet @ South Davis Recreation Center https://t.co/jEjkNQ4sCM
@hrbrmstr Oh, that sounds SO helpful. 💯
@hrbrmstr (I'm setting up a new computer/setting up some things for the new job.)
@hrbrmstr A little while ago did you ask for font recommendations for plotting/dataviz? Was that you? Did you get good suggestions?
@ktneely I cleaned up how I used read_lines a bit too: 
read_lines(..., skip = N1)
persuasion &lt;- persuasion[1:(length(persuasion) - N2)]
@ktneely persuasion &lt;- persuasion[persuasion != ""]
persuasion &lt;- persuasion[!is.na(persuasion)]
@ktneely Sure! It's mostly like what I did here: https://t.co/Vf5a6o1qGs The only extra step was removing blank and NA lines.
RT @kcimc: this is what a neural net sees when it looks at satellite images. wip with @golan @workergnome https://t.co/IdrCly9KVQ
@Selkie1970 AREN'T WE ALL.
@Selkie1970 And last time I looked, DT was not polling as well here. Republicans here are very mainstream. https://t.co/Cb46BeBKGd
@Selkie1970 I registered as IND when we moved here but I keep thinking I should switch to R because Rs are so much more important here.
(Republican Caucus Night is only open to registered Republicans: https://t.co/j6UhM6ZksC) March 22!
Utah friends, here is Caucus Night info for the Democratic Party, which is open to independent/unaffiliated voters: https://t.co/8CuT879lBL
@Lotusfire7 You know what, she DOES kind of look like Meryl Streep!
@dez_blanchfield @DrMel_T I have just joined the team at @datassist; I am really excited about the work we will be doing.
4-year-old: "What is infinity plus 1? What is infinity plus infinity? But what if there WAS a number more than infinity?!?!" 😵
@dez_blanchfield @DrMel_T Well, in my (new) day job, I actually work doing data science for non-profits. 😉
@hrbrmstr I'll join you and live-tweet my daughter's swim meet. THAT LASTS OVER THREE DAYS.
@Lotusfire7 Playing Jane, the sister? No, that is Susannah Harker.
@janschulz It's so great!
@mtrc Thank you! I definitely enjoyed working on it.
@mtrc You can see what I did code-wise in my previous post: https://t.co/Vf5a6o1qGs 
It shouldn't be too hard to read &amp; translate to Python.
@mtrc work to prep the plain text files from Project Gutenberg for analysis. You might try that instead in Python?
@mtrc It is wrapped as an R package and I believe there are not currently easy ways to load these in Python. It wasn't a crazy amount of
@znmeb I've read it! (But not seen the movie yet.) It was QUITE funny, although maybe not enough of a joke to sustain an entire book.
Here's my new R package for Jane Austen's complete novels, ready for text analysis #rstats https://t.co/GVrclq3DFY https://t.co/DTHMIBTJSJ
NEW POST: Sentiment analysis of all of Jane Austen's novels #rstats #nlp https://t.co/YDISIFqT0g https://t.co/QyFAadUOtH
This weekend is Utah's junior state swimming championships, so I just drove to Bountiful for the 1st of 5 times.
@karenebayne Oh, I am so sorry. 💙💙💙
RT @timhwang: "Threadsteading" - two-player territory control game using a sewing machine as the platform: https://t.co/CGagLIlvaR https://…
RT @aparrish: I made an autocomplete interface with all of the lines of poetry on Project Gutenberg: https://t.co/7QtAhG7ezg https://t.co/t…
On the way to school/preschool this morning: "But what shape has INFINITY sides?!" 😭😭😭 

(I did try explaining circle.)
RT @datassist: Datassist is very excited to have @juliasilge join our data science team today. Working to bring useable data science to the…
RT @SenOrrinHatch: Good to see my old friend Hamilton today. I was just a Jr. Senator when I voted to confirm him as Treasury Sec. -OGH htt…
RT @thisgirlangie: Yay! Free stock photos of real women in tech / engineers here: https://t.co/zc6S474LkP #ChangeTheRatio #WOCinTech https:…
RT @Goldman44: Just two guys hanging around outside, having an extemporaneous conversation about civics. #Bam4Ham https://t.co/kzT3Lz4wGX
@kyle_e_walker I love all of these so much.
RT @treycausey: Forget Pi Day. This new finding about prime numbers is slightly insane. https://t.co/ARd4XSsTVa
RT @quominus: Good morning #rstats people! I've written an FAQ about R's weirdest stuff. Warning: it has memes! https://t.co/C7TJdGjMpC
RT @kyle_e_walker: White &amp; Hispanic pops in many Texas counties have quite different structures (e.g. Kerr): https://t.co/Rpih7vaXsc https:…
Our chickens have been going CRAZY with the advent of longer spring days. ☀️🐔🍳 https://t.co/Vsv7csAfau
Sunday evening Manhattans https://t.co/QtcZ1ih3oC
RT @robertoglezcano: A rough timeline of #spacecraft, not to scale by @marsrader #dataviz https://t.co/yZYhAN7FkV
Maybe someday our new computer will be finished. In the meantime, filming the fan in slow motion… https://t.co/yPbigP2ELc
@andrewheiss The first time I tried it, it was a HOT MESS. But I think I have the hang of it now!
RT @arnicas: wow. cc @bitcraftlab  https://t.co/lnOvmxFwXj
@hspter This first time I tried to do a Travis build was SO SAD. 😓
OH YEAH. FIRST TRY THIS TIME. Maybe I will figure this Travis thing out yet. #rstats https://t.co/LZEe8XejIO
@slcFLAKE I mean, we are wholeheartedly bought in to the Costco lifestyle, but I can't get in and out of there in under an hour+ now.
@slcFLAKE Their exchanging is super easy, but going to the BIGGEST COSTCO IN THE WORLD is still kind of a hassle now. 😕
RT @kyle_e_walker: Visualizing gender differences in life expectancy in ggplot2 with the idbr #rstats package https://t.co/nFvqeESOAk https…
@slcFLAKE Were they the organic ones? We buy those and while they're not as good as our chickens', we think they're pretty nice.
RT @NASA: During this week’s solar eclipse, DSCOVR Observatory saw the moon’s shadow on Earth. Look: https://t.co/wpKf0tdlJB https://t.co/S…
@xenocide15 My understanding is the Coursera course is pretty strong on theory.
@xenocide15 I don't work much in Python, but here are good packages in R: https://t.co/gZgcxOGinL
@xenocide15 the most typical algorithms and packages. Get things working, start experimenting, etc.
@xenocide15 And I am a big believer in learning by doing. Looks like you work mostly in Python? I would get some text and try out some of
@xenocide15 I have heard good things about the Coursera NLP course: https://t.co/wnTtiMmHo5
RT @TrestleJeff: It's official: #rstats coders are the happiest, least hairy. https://t.co/If7zbTZiRn
@MonicaPalmirani Wow, that sounds amazing.
@pa_marais Thank you so much!
@statsforgeeks Right, not public domain. 😕
RT @drob: Sentiment analysis of Trump tweets is easy because he annotates them for us. Helpful!

#rstats https://t.co/LlaXzOvXLg
@statsforgeeks Oh man, I would love to see that! I wonder if the overall positive/negative would be much lower?
RT @angebassa: Data Science + Pride and Prejudice = Jubilant Fun

😘👌 by @juliasilge  

https://t.co/5Jv1GIyF3o
@lucaswmuller I have experienced this.
@drob Oh, that is a GREAT idea. I would love that kind of thing.
@drob I'll be honest that this is what sports analytics feels like to me. I'm all, "Sports? The people are fond of them, yes?"
@drob @hspter LOL NOOOOOOOOO... It does sound like you have a solid back-up plan though, Eminem and all. 👍🏼
@drob @hspter https://t.co/GQFQk8eXIY
@hspter Ah, I just found the link with all the multi-platform goodness: https://t.co/aQtFJUe0bv Won an Emmy, from Hank Green et al.
@Kerri_Gilbert I think it's mine too!
@drob I just did this and that makes so much sense now.
@drob @hspter Project Gutenberg does have basically every public domain novel you can possibly think of, FWIW.
@hspter I think it is quite delightful. 👍🏼
@hspter Have you watched the YouTube Lizzie Bennet Diaries?
@hspter It's not my favorite adaptation but it did not elicit the DISGUST in me that it does for some.
@hspter OMG, I have some friends who I suspect would literally slap Joe Wright in the face, given the opportunity.
@hrbrmstr Boy, the best part of this is the HEAD/head crushing joke at the end.
@monkmanmh Thank you! Gifs are, so often, the answer. 😉
For Elizabeth Bennet's sake, I relearned what a Fourier transform is @mljockers #nlp #rstats https://t.co/Vf5a6o1qGs https://t.co/2X1aW9tJRC
It is a truth universally acknowledged that sentiment analysis is way fun https://t.co/Vf5a6o1qGs #rstats @hrbrmstr https://t.co/kFKSGanaMe
NEW POST: You must allow me to tell you how ardently I admire and love NLP #rstats #nlp https://t.co/Vf5a6o1qGs https://t.co/eWE0U5NSda
@MacDiva David was really helpful and responsive and it went very well.
@MacDiva This was my 1st time posting an issue on Github and I was nervous that I was doing it right: https://t.co/ICsU9GQPtn
@Carrie_Mayne Lucky!
Super proud to call Mike a friend -- Amman, Jordan | From the Journal of Michael Friberg #VSCO https://t.co/fWGO8VpN8K
Post affogato @ Dolcetti Gelato https://t.co/7Fu16enWgT
@BrainStraining Thanks for sharing that! So interesting that your month/time distributions are so different than mine!
RT @BrainStraining: For my 10,000th tweet an #opendata analysis of my first 9999 using #RStats, @ProjectJupyter and code by @JuliaSilge
htt…
4-year-old: "Is infinity even or odd?"
7-year-old: "Is infinity prime?"
Me: https://t.co/AWfKGzlHNC
@hrbrmstr I think it is BEAUTIFUL. I'll make sure you see it when it's all done.
@hrbrmstr That fixed it! Thank you so much.
@realCyberTrump LOL -- Thank you, Mr. Trump.
@hrbrmstr I am making heat maps; any ideas why my axis.text.y is so far away? Or how to fix it? https://t.co/8SKWmJCkrD
@mimismartypants Pho! 🍜
RT @jonnysun: IF ANY TIME TRAVELERS ARE READIG THIS YES U MADE IT BACK IN TIME YES THIS IS THE RIGHT YEAR BUT HURRY U MAY ALREDY BE TOO LATE
RT @DTulo: 9 hours into #WomensHistoryMonth and I already found the best gif https://t.co/7ZOlbmLWON
@AriLamstein That's the same data set.
@AriLamstein Yep! You can't see it in my app as much because similar names get over plotted, but here: https://t.co/kFqOyeA3K9
@ironsoap It is so interesting to play with!
@NYspling I will say that the full day was long for my 2nd at the beginning of the year. She was TIRED when she got home.
@NYspling At least here for us, HW is all read-aloud with parents at least through 1st grade. Lots of sounding out, etc in K.
@NYspling Kids are not expected to know how to read ahead of time. Letters/sounds would be helpful, but fall is still MONTHS away.
@NYspling My oldest was not reading at the beginning but did read by the end. My 2nd was reading before K.
@NYspling she would end up bored/disruptive, so we picked 1/2 day + enrichment (which we had to pay for, but still &lt;$$$ than preschool).
@NYspling We had the option for a full-day program for our 2nd but turned it down because she was academically ahead and they were worried
@NYspling good experience and liked both parts of her day. Both girls had HW in kindergarten: math + reading every day, spelling words.
@NYspling My 2nd went to 1/2 day + 1/2 day "enrichment" mainly so I could pick them both up at the same time from the same school; she had a
@NYspling My oldest went to 1/2 day and it was definitely low-key; it felt like she was not in school a lot. Not a con necessarily!
@JennyBryan https://t.co/jgBghNwroM
@drob I am excited to go! I haven't ever met many R people in real life. And thank you for the kind words &amp; always being so helpful.
What might YOU have been named if you had been born in a different year? #rstats
https://t.co/JpVWqBsA8V https://t.co/LXHskKqJCG
NEW POST: Comparing baby names across years based on popularity, with a Shiny app 👶🏽 #rstats https://t.co/3cFikgdLmu https://t.co/mG94AOguXr
@JennyBryan @hspter I also had never clicked on that before you mentioned it in the podcast! Turns out it is lovely. 👍🏼
RT @xkcdComic: Pipelines https://t.co/ZkSi88S4fg https://t.co/bu0BW0Nm9k https://t.co/26v9ObMe2l
RT @treycausey: 👏👏👏 The Wrong Way to Teach Math https://t.co/Dn7AB4D0BQ
And that those two time periods cannot be divided evenly.
Happy Leap Day! Take a moment to ponder that we're on a big sphere-ish thing 🌎 that both spins and orbits an even bigger sphere-ish thing 🌞.
RT @eddelbuettel: New CRAN pkg gunsales with @nytimes analysis
https://t.co/UxNSqUwvtD
#rstats
/cc @driven_by_data @joshkellerjosh https://…
TFW one of your daughters has a terrible cough and you are turning into Mrs. Bennet https://t.co/8J79tmtDqQ
RT @JennyBryan: If you're a bit shy about coding in public, this highly profane and funny blog might help you get over it. h/t @b0rk https:…
@StephanMichard I'm going to have it all (app + post) up by Monday, I think.
Well, I made a Shiny app interesting enough for my 10-year-old to sit &amp; play with nonstop.

I hope she doesn't use up all my hours. #rstats
@smfrogers @timelyportfolio That is amazing and beautiful, but I really wish "fruit salad" were on there.
@hollandsha I just clicked and saw why! 😂
RT @TeamShrub: For all the Austen-loving ggplot2 geeks out there  #rstats #hadleyvsgeorge https://t.co/XdIEsd18gL
@NishWeiseth Just texted you!
@NishWeiseth I do! We have used him multiple times over the years we have lived here. He does impeccable work.
@pssGuy @AriLamstein Nice! Thanks. That is a cool app.
All the Light We Cannot See by Anthony Doerr My rating: 4 of 5 stars This is a beautiful, dense, wonderful... https://t.co/YUaMkjI7lW
@JennyBryan They disappeared literally while I was clicking through reporting them all.
@JennyBryan Those were dreadful. I'm sorry.
RT @researchremix: Worth a read. re #preprints and the recent women-coding paper: https://t.co/PDfoLtVIqS
@hrbrmstr I am using readr::read_lines() for something right now and it is way more painless (+ faster) than the other things I tried.
RT @geoawesomeness: Awesome #Map shows age of buildings in #Paris https://t.co/lem2t3mL0m https://t.co/n12448E7In
I am low-key in love with these enchiladas we made for dinner.
@StephanMichard Thanks so much! That was a fun little project to do.
@NYspling My 4yo likes to say "JK" and "BFF"! 😳 It's fairly horrifying.
Sipping fancy scotch to celebrate a week that included accepting a new job. 😍
I needed make a change in my post that affected every single result/plot, but it was quite painless. Two thumbs WAY UP for reproducibility.
I am so glad that I blog using R Markdown.
@hadleywickham OK, it is fixed now. Hooray for blogging in Rmd and something like this being painless to fix!
@hadleywickham OK, I should go back and change that.
@JennyBryan AAAAAAAH...
@apreshill Oh man, this WHOLE DATA SET! Super interesting but wowza.
@hadleywickham When you made these plots, did you use the weights? I ignored that but I maybe should not have.
@apreshill @henrikbengtsson AH HA! That would have been an excellent place for me to look! 😉
RT @hadleywickham: @juliasilge @henrikbengtsson @JennyBryan I whipped this up for a bit of interactive exploration: https://t.co/xibemvw5PQ
@henrikbengtsson Or maybe it goes into "sports or recreational activity, not elsewhere classified", code 1200?
@henrikbengtsson Actually, after another bit of thinking, I wonder if a hang glider isn't considered a "consumer product"?
@henrikbengtsson @JennyBryan @hadleywickham I'm sure we can thus conclude that hang gliding is perfectly safe. 

(BUT ROCKING CHAIRS = 💀)
@henrikbengtsson @JennyBryan @hadleywickham I just looked; all the instances of "GLIDE" are either a rocking chair or playground equipment.
I've been married almost 14 years and WOW: What Romance Really Means After 10 Years of Marriage by @hhavrilesky
https://t.co/VexQm2a8Zp
@JennyBryan @_inundata KIDS. https://t.co/npqzvdi1mT
@JennyBryan We need to be doing lots of squats. 👵🏻💪🏻🚽
@JennyBryan @hadleywickham LOL -- My 3 are ♀♀♂ but I am still surprised we've only had the one head/wall ER visit.
Maybe not the best plot for a day when one's 10-year-old is skiing all afternoon? 😬⛷ #rstats https://t.co/KlllLxTHMI https://t.co/7nV1znJmoP
NEW POST: I used @hadleywickham's NEISS package to analyze injuries and injury rates #rstats https://t.co/KlllLxTHMI https://t.co/2DD2UNnzNy
RT @gilgul: Scraping Facebook data to stalk friends and analyze their sleep patterns - by @_notlikethis https://t.co/LB7hKZpoUO
Does Piety Pick Presidents? A little write-up of my earlier post. #OSDC https://t.co/XTsmTM0fzS
@AriLamstein Nice! I like the choroplethr version with no gray lines better. 😉
@drob @NicholasStrayer @simplystats I had never used Jekyll before and @drob's script worked perfectly smoothly. 👍🏻👍🏻
@hrbrmstr You're telling me. You are not the one on that list who should be saying this.
RT @GoogleFacts: In zero gravity, a candle's flame is round and blue. https://t.co/532x0yR3bS
@the_belal Thank you for your help! I think my 2nd Travis attempt is likely to go much more smoothly.
@_inundata I am going to try one more thing before asking for expert help. 🔨🖥
@AriLamstein And I certainly plan to keep blogging, although perhaps not at the same rate as during my job search.
@AriLamstein I am joining @datassist; I am really excited about it!
@JennyBryan I currently have one more idea of something to try. I think this might be related to lazy loading the data.
@JennyBryan That one package that this depends on, I mean.
@JennyBryan But one of the packages already depends on a certain version of R, so it BLOWS UP because of cycle dependency if I add that.
@JennyBryan So I now have it the same locally and on Travis. Still failing (for 1 warning), but at least I have gotten it that far.
Oh great, now it just errored and stopped.
My R CMD check is fine locally but Travis CI is still FAIL FAIL FAIL. I don't even know what I am doing. ☹️ https://t.co/boZO82Fzhn
I have accepted a new job! I am going to be an actual data science professional doing actual data science for actual monetary remuneration.
The blank spot in the NW is our airport; nobody lives there!
I wrote documentation for my census tracts package &amp; wow, maps are interesting. #rstats https://t.co/1bxRWXtkkO https://t.co/Z7QIkLzEj9
Well, I've now achieved a failing Travis CI build. #FAIL
@SecretBeck OH NO.
RT @AntonioFrench: Wow. Let that sink in.  https://t.co/60jlPy8xBR
@hollandshaPri Oh NO!
Happy double digits to Grace! 🎂🎈🎉 https://t.co/iKjYefjcmg
I have been a parent for a decade as of today.
@hrbrmstr This is super helpful; thank you!
@NishWeiseth BEEN. THERE.
@hrbrmstr Do you have a recommended resource for getting started with a viz like this in ggplot2? Maybe even just which geom?
I love living in Salt Lake City but this inversion we have been having is RIDICULOUS. We all… https://t.co/nNhkSmvf2I
RT @AntonioFrench: People are free to support the candidate of their choice, but you Twitterfingers haven't earned the right to disrespect …
I made a Shiny app to go along with it: https://t.co/ljspXQswKz #rstats https://t.co/lGyLLGMW7z
NEW POST: Mapping water use, and my first R package (for UT census tracts) #rstats https://t.co/Fhox1ud2Pp https://t.co/y6TpXFm5e5
RT @rOpenSci: Announcing our 2016 unconference 
https://t.co/jKg0Q1Pnwu
Invitations are still going out but nominations are now open.
@DrSamuelBrown Meeeeeeee toooooooooooo...
RT @PhysRevLett: Our cover this week: Binary black hole merger #gravitationalwaves. 
@LIGO Hanford (Livingston) data in red (blue) https://…
RT @reneehlozek: Here’s the figure from the paper #GW showing the two events seen in the Washington and Louisiana observatories. https://t.…
RT @NSF: .@LIGO announcement confirms a major prediction of #AlbertEinstein's 1915 gen theory of relativity https://t.co/CnClw67w3v #NSFLigo
RT @NishWeiseth: THIS IS INSANE // "With more parents choosing not to vaccinate, Utah on brink of losing 'herd immunity'" https://t.co/HqZS…
Turns out he was wanting Erlenmeyer flasks and such. I at least need to dig out all my old observing/telescope pictures.
4-year-old to me at preschool dropoff: "Why haven't I ever seen you doing science?"
Me: "Oh sweetie, it's just me sitting at a computer."
RT @kyle_e_walker: Gender imbalance in rural La Salle County Texas, located on the Eagle Ford Shale: https://t.co/1vi2713Af6
@Scott_Johnsn That is so great to hear. The point of blogging, I suppose! Thank you.
RT @jamieabrew: please try this recipe i made using a predictive text imitator and The American Woman's Cook Book (1938) https://t.co/X0NgV…
@tinyhonkshus @drob That's actually just the default, but yes, super important for real plots with titles/labels/legends.
So cheerful for Friday afternoon! Causes of death in UT over the past 15 years https://t.co/aDz1Sb41lv @drob #rstats https://t.co/9kogVV4SGZ
NEW POST: I used gganimate to explore causes of death in Utah @drob https://t.co/aDz1Sb41lv #rstats https://t.co/b4fJlXi0YN
@dhmontgomery @AriLamstein LOL, these maps are actually ggplot2 objects.
@AriLamstein @dhmontgomery In one of the examples I have limits set in a call to ggplot_scale. Set the limits to be the same for both maps.
RT @andrewheiss: Perks of having network data for 1.6 billion people: that whole 6-degrees-of-separation thing is outdated. https://t.co/el…
RT @willrad: Physicist: dark matter is undetectable but real
Nerd: ok!
Sociologist: these 417 findings show sexism exists
Nerd: NO, GIRLS A…
@ryanburge So cool to see that!
Where People Run in Salt Lake City (and other places) by @flowingdata https://t.co/P12aGJKVq4 https://t.co/jFXB1c6asD
@NishWeiseth Like, I just start crying a little bit watching the trailer.
@NishWeiseth OMG I don't even know if I can handle that.
RT @iamdevloper: The software development process

i can’t fix this

*crisis of confidence*
*questions career*
*questions life*

oh it was …
RT @albertocairo: Exploring the Relationship between Religion &amp; Demographics in R by @juliasilge @AriLamstein #dataviz #dataJournalism http…
@amgsharma Sure, if you follow me, I can DM you.
@tdhopper Yep, just my Twitter timeline. You are right, of course.
@tdhopper https://t.co/mgpudsUkik
RT @mimismartypants: Why diss people for not knowing about something cool? Just show them the cool thing. Then you get to be a teacher and …
@BecomingDataSci Would you consider adding me?
@juskye I never do test strands. Test strands are for wimps.
RT @bryancshepherd: If you're looking for interesting data, https://t.co/b7t1LC5EQI  is a relatively unknown treasure trove. #DataScience #…
RT @ReligionData: Exploring the Relationship between Religion and Demographics in R (part 2) https://t.co/UTmDtL9ZoO @AriLamstein @juliasil…
It's my second guest post over on @AriLamstein's blog where I conclude my exploration of the ASARB census over there. Thanks for having me!
NEW POST: I look at relationships between demographics and the ARDA religion census. #rstats https://t.co/XYgIPu29W8 https://t.co/cLVjbb0Cgj
RT @nordpil: a neat introduction to maps and geospatial and GIS at Mapschool.io http://t.co/mJnBlWCshP http://t.co/UD8vlZGus6
Sundance movie! Living in Utah is pretty tough, you guys. @ Tower Theatre https://t.co/XVxX9nABOS
I just got ImageMagick working on my computer so my new career is going to be making animated GIFs.
RT @VictorCNN: Man just bolted across a Des Moines coffee shop - to shake my hand and say 'It's an honor to meet you, Dr. Carson!' https://…
RT @shaybstrong: “Wrestling to Define Myself as a GIS Data Scientist” by @shaybstrong https://t.co/Ob9MSvsiIg
@brianabelson Would love to DM you but I think you would need to follow me first?
@ironsoap 💜💜💜 to awk. I did a ridiculous amount of the analysis for my dissertation with awk.
RT @JennyBryan: If they gave Pulitzers for Blog Posts about Debugging, this @davidvgalbraith guy should win. h/t @joelgrus https://t.co/Bhv…
@ORJocee So sweet!
@sharon000 Yes! Or at the least, a post on the project for which I wanted to read a shapefile in the first place with some links I used.
RT @sharon000: How to map Census data with R &amp; choroplethr https://t.co/MvgREvXaxh #gis #ddj #rstats by @juliasilge via @revodavid https://…
Science fair night, with some 4th grade #dataviz https://t.co/oHDLJ5CBjL
@cse_faculty Do you mean data science? Programming/hacking skills are very important, plus statistics. I am not an expert, though!
(I didn't bring it up. It's the science fair tonight so it is all high on my 1st grader's mind.)
Breakfast table conversation at my house this morning: difference between mass, weight, and volume. Makes my physicist mama heart happy. 💜
@bradkentca Thank you! I was definitely interested when I saw the data set; I'm working right now on some maps of the spatial information.
I learned how to read a shapefile into R today, so now I know where Utah's census tracts are. #rstats https://t.co/UysJga2M8f
@Selkie1970 We were pretty far along into jury selection when they came in and told us. This was my first time to get this far into it.
I have been released from jury duty. Turns out there was new evidence and they were arguing about using it, so they could not go to trial.
Wow, I am on the Revolution Analytics blog today! #rstats https://t.co/ZAq1JPOu68 https://t.co/DEGV7aTpHY
@SKEdman Nooooooooooo...
@revodavid Thank you for the link!
RT @revodavid: Sentiment analysis is easier than you think, with this R tutorial by @juliasilge https://t.co/L0fgV2IKOZ #rstats https://t.c…
Jury duty @ Scott Matheson Courthouse https://t.co/KJlEw98AgE
@kyle_e_walker @AriLamstein Those are great ideas; I really like the idea of looking at homogeneity.
@AriLamstein I will talk to you about it more when I have it all (mostly?) working.
@AriLamstein Oh, it is just making the census tract maps but for Utah. 🙄 You probably saw that I forked your repository.
My first R package is almost put together. I know you've heard this before, but thank you, @hspter, for your super straightforward guide.
So much about Beatrice Tinsley makes me feel sad.
RT @dalcantonJD: Tinsley was an incredibly prescient astronomer. She's always been my scientific idol.  https://t.co/mcEC2v9Co8
Statistics Done Wrong: The Woefully Complete Guide by Alex Reinhart My rating: 4 of 5 stars Readable,... https://t.co/Si2qkFJqVM
@MaryLUE I laugh and laugh and laugh that she was tired of reading about "white boys and their dogs". IT'S FUNNY BECAUSE IT'S TRUE.
RT @ReligionData: Want to know what you can do using R and data from the ARDA? Check out this blog post! https://t.co/WrnTvZt4kw
@AriLamstein @01241 Doing something more interactive would be great; I'll definitely think about working something up!
RT @ReligionData: Wonderful example of what is possible on The ARDA. Examine and download the data FREE here: https://t.co/TCPiNPzYZb https…
I used open data from @ReligionData to explore Iowa's religious demographics ahead of their caucuses. #rstats https://t.co/Ekns4Rcxf2
NEW POST: I am on @AriLamstein's blog today talking about maps, religion, &amp; Iowa. #rstats https://t.co/Ekns4Rcxf2 https://t.co/FcehomiI2A
https://t.co/McqMeuDkZp
Guys, I am pretty excited for TV tonight. #TheXFiles https://t.co/hsiMV2F1Tc
@_inundata For sure a benefit of living here. It's &lt; hour from my house to sitting on a lift.
On a BURRITO DATE 🌯 with my youngest while Rob takes our older girls skiing in this lovely powder https://t.co/DGorjr0End
RT @ginatrapani: The Scully Effect - a perceptible increase of women entering the fields of science, medicine, and law enforcement https://…
@dwdeardorff Oh gosh, I love this show so much. And I am wanting/hoping this revival is good SO SO MUCH.
RT @DrScienceCat: I didn't realize USA TODAY was so big https://t.co/F5kKOQfM2Q
I want to put on my resume: "Highly proficient at googling how to do things."
It's funny because it's true. https://t.co/q2UJHvbTqj
RT @orbitingfrog: To be fair @plutokiller owed us a new planet https://t.co/haxz27pyRz
RT @randal_olson: This is actually what America would look like without #gerrymandering. #dataviz

https://t.co/GsaVkXv3xi https://t.co/Rc0…
It totally is! https://t.co/w9Fvy4zfDd
NEW POST: A predictive model for water use in Salt Lake City, plus drought! 🌧💧☔️  https://t.co/BILTbm0tKj #rstats https://t.co/oYma02RfxA
RT @_Pandy: i fed a recurrent neural network with the scripts for every episode of friends and it learned to generate new scenes https://t.…
Burial Rites by Hannah Kent My rating: 3 of 5 stars This book is slowly paced but somehow really engrossing... https://t.co/3jCSqzncZ5
First state qualifying time for this girl tonight! (100 back) @ Fairmont Aquatic Center https://t.co/L8jT5QwvTw
My spreadsheet breaks all tidy data principles, BTW.
I'm starting to prepare for actual interviews for actual jobs, so I am making an enormous spreadsheet. https://t.co/RZKn7wR5Ou
RT @monkmanmh: Nice analysis of health indicators in Utah by @juliasilge using #rstats
https://t.co/E995mlkdT2
#DataScience #dataviz #demog…
I finally got the chance to sit down and absorb this and wow! So helpful! https://t.co/uNfon3FAyX
@Jowanza 😭😭😭
Coffee shop morning for me today @ La Barba Fine Coffee and Churros https://t.co/6bGqGXsiHY
@SKEdman I bought a pair of LL Bean short harness boots last winter that have turned out to be amazing. I wear them nearly every day.
RT @joelcifer: When you hate that it was funny but it was funny https://t.co/ZkOJaOaLyM
RT @benmschmidt: My #SOTU site lets you read this year's speech in comparison to every other one given: https://t.co/UF12UyljuC https://t.c…
@pbjcole 💜
The #rstats community has been really helpful and welcoming to me as a newcomer and a learner; it makes such a difference. THANK YOU.
I used @slowkow's new ggrepel package with k-means autoplot from ggfortify. 💯💕🎉 https://t.co/h2TtMZZxNp #rstats https://t.co/Lw1Dl6zss3
NEW POST: Health care indicators in Utah counties, with PCA and clustering goodness https://t.co/h2TtMZZxNp #rstats https://t.co/DUH5IJ3k94
📷 Slow-Cooked Brisket and Onions from The Kitchn We had a brisket from our ¼ cow in the freezer, and I... https://t.co/aSAoI5wnTj
Complex systems and simulation! (via @treycausey) https://t.co/6hsgZLLHZv
RT @hrbrmstr: I present The Force: Accounted, in #rstats https://t.co/uz8QQJy53L #ggplot2 #StarWars (src: https://t.co/6eqxUF6zlT) https://…
@jkru And $$$ is obviously not the only reason to pick a city or job.
@jkru I guess you just have to decide if/when you really are over the cost of living. Salaries are lower elsewhere, but not THAT much lower.
@jkru Yeah, although it's probably just that there are DS jobs in all cities with a strong tech presence.
@jkru I have started more seriously job hunting, going to meet ups, etc and seriously there are so many jobs here.
My 9-year-old is pretty excited 😊 Just signed up for Girls on the Run Utah Spring 2016 Program Registration https://t.co/lbJAdZLkzt
@SKEdman I remember literally shaking the first time I made this kind of call for V, but it has been SO good/helpful/necessary.
@SKEdman This kind of process is terrifying at the beginning, but it actually is helpful and not terrible once you are in it.
Thank you! I really enjoyed putting this project together. https://t.co/56O2qpXbbr
RT @AntonioFrench: Interesting read. 

"Twitter’s White-People Problem" via @thenation https://t.co/QaYFlqoBm6
RT @lsv: The last sentence is a 3 for 1: It explains the statistical drop, is very funny, and is kind of frightening. https://t.co/opcH48AB…
@Jowanza So awful.
RT @xkcdComic: Judgment Day https://t.co/36WE4dTFxi https://t.co/iua4BkraqJ https://t.co/8BSapK2Xkm
Thanks for the great talk, Braxton Osting!
Tonight at my data science meetup, I learned that college football schedules are not very informative. https://t.co/Si74TTDmXT
@UtahProbs IDK but I feel like most surprises involving knives are not good. 😳
@AriLamstein Not quite yet; I just submitted the form to be added over the weekend.
Fluffy quail in my backyard https://t.co/ZQag1AVL4i
RT @clarecorthell: Glow: “Womanhood, Demystified by Data” Uhg. 
https://t.co/XDdfzyZmx2
@AriLamstein I have! I've made a couple of Shiny apps so far. I will have to think about doing one for these maps.
@Selkie1970 The title is "Masterpiece Mystery."
Many thanks to @AriLamstein for his amazing choroplethr package and all the help he offers in getting started with it.
It's Sunday, so maybe you would like to read about religious demographics in Utah? https://t.co/qcIgggwj7p #rstats https://t.co/KuZuqBLo8Y
NEW POST: Demographics and Choropleth Maps of My Home State https://t.co/qcIgggwj7p #rstats https://t.co/oER4KNl4GW
@laciemesserly Watching it as the parent as a tween girl made it especially gut-wrenching. SO MANY TEARS.
@laciemesserly YES, and also the whole thing at the end with her getting older and having more complicated/sadder emotions.
Well, we watched Inside Out and I sobbed.
The Blue Castle by L.M. Montgomery My rating: 4 of 5 stars I just re-read this, and I have a suspicion that... https://t.co/3RtsVkZOpU
RT @cosmicpudding: Alright, here is my attempt at spectrally analysing #SydNYE fireworks! What do you think? https://t.co/0bzfFwtl2H https:…
Check out My Year in Books on Goodreads!  https://t.co/4qCBhUGn0P via @goodreads
I think I finally managed to make my Git editor NOT vi. Because I have to google how to quit vi every time I end up in it.
RT @treycausey: Fascinating and rigorous analysis. Typography and Google Ngrams strike again. https://t.co/M132DMvxe8
@Jowanza A sign that you live in Utah?
RT @NishWeiseth: You shut your mouth, @Thrillist. Don't encourage more people to move here! #SLC  https://t.co/OrRvSeQXO0
Attachments by Rainbow Rowell My rating: 5 of 5 stars This book made me SO HAPPY. Charming, super duper... https://t.co/SqjLJDe7MH
Jane Austen Cover to Cover: 200 Years of Classic Book Covers by Margaret C. Sullivan My rating: 4 of 5... https://t.co/m1ucxkr1Vy
My in-laws are in town visiting so we have come to see the dinosaurs @ Natural History Museum of… https://t.co/O38XOa0mag
@krisshaffer Yes.
She said she liked it a little better than episodes IV-VI because the girl "actually got to do a lot in this one." 😍😍😍
Rob took our (smart, athletic, amazing) 9-year-old daughter to #TheForceAwakens today and they had so much fun.
We are at a movie theater, here to see the Space Fights movie! #StarWars
RT @arnicas: Buzzfeed really is something now - their list of 53 stories in 2015 is worth a gawk. https://t.co/lIbtYc47dK
This movie is THE WORST but this blog post is delightful. 😉 https://t.co/euNKZQHqY1
@HaleyNBurke I will give you some! We ended up with way more than we will use.
Our Christmas goose is COOKED. https://t.co/vfLRAe6poZ
@Selkie1970 If you like dark meat turkey/chicken or duck, it is DELICIOUS. It is also often $$$, unfortunately. We buy one once a year.
@Selkie1970 Roast vegetables, especially potatoes. But this is A LOT! I may need to give some away to foodie friends.
It's snowing and we're roasting a goose out of which we've rendered 4 cups of goose fat. SO FAR.
@dwdeardorff Indeed it is!
Also we have opened a VERY nice bottle of bourbon. https://t.co/wGKkN7Trcg
Real candles alight on our real tree tonight 🎄🕯🎆
Merry Christmas! https://t.co/g3a9uj4TW5
The Martian by Andy Weir My rating: 5 of 5 stars This is the best book I have ever read that consists... https://t.co/1RJ5u13Dv9
Joy to the World, and also Anticipation, Disgust, Surprise: NLP &amp; sentiment analysis https://t.co/Q8vJS0L996 #rstats https://t.co/rFJxQADYEa
@dwdeardorff It was definitely an interesting, enjoyable read.
The Signal and the Noise: Why So Many Predictions Fail - But Some Don’t by Nate Silver My rating: 4 of 5... https://t.co/z0JHU6yCvS
SO MANY birthdays/parties at our house right around now. I'm just a WEENSY SMIDGE tired.
🎈🎈🎈🎈🎈🎈🎈

Violet is SEVEN! https://t.co/y9Wn1eK6ME
@mljockers Thanks so much for the great syuzhet package! I enjoyed using it here.
NEW POST: NLP &amp; sentiment analysis of my Twitter archive https://t.co/Q8vJS0L996 #rstats https://t.co/MPzNSi5t13
RT @NewYorker: From the @tnyshouts archive: children’s holiday letters to Satan. https://t.co/P0zCssM1CT https://t.co/mE1I7EYGtq
@_inundata High West is local to me! They have an amazing restaurant, you can tour the distillery, etc. 😍
RT @simplystats: A non-comprehensive list of awesome things other people did in 2015 https://t.co/I7cBY2xWwP
RT @oceankidbilly: 📊📊📊BREAKING: "The default theme_grey() background colour has been changed from “grey90” to “grey92" 📊📊📊https://t.co/R2LK…
Party aftermath -- Happy 39th, Rob! https://t.co/8AE6fvx8Bj
Bourbon cranberry shrub cocktail, to celebrate Rob's birthday with friends tonight! https://t.co/I5s1KquH2i
@AdageCat @SKEdman This book is up there for most lifetime re-reads for me, just behind P&amp;P maybe? Has been a couple of years now, though.
@SKEdman And I just remembered the whole thing with the rose bush. "Oh, look! Now it is covered in LUSH BLOOMS."
@SKEdman And after they were married, she was all so FULL OF LIFE and WEARING BRIGHT COLORS and all that. 😳
@SKEdman I would need to re-read to really make this argument, but I feel like it was part of what she was asking him for.
@SKEdman Boy, I am NOT A FAN of the cover on my copy. https://t.co/eBl877ruSb
@SKEdman I think? Now I need to re-read it. Gosh, I love that book. One of my faaaaaaaaaves...
@SKEdman They were MARRIED. They totally DID IT.
@dwdeardorff This is so true; they do an excellent job.
I went to the BIGGEST COSTCO IN THE WORLD on the SATURDAY BEFORE CHRISTMAS and I LIVED TO TELL THE TALE.
@Drew_Lab @BrunaLab @_inundata MI-5 is AMAZING but yes, so intense/gut-wrenching.
@_inundata Luther, X-Files, Twin Peaks, Parenthood?
TFW you get an annual family Christmas letter full of inappropriate-for-children content 😳
Birthday + science = ❤️ @ Natural History Museum of Utah https://t.co/B0X8uUMyfR
Last day for our kids to be in school for a while so... BREAKFAST DATE @ Straw Market https://t.co/XLmO5P79ZM
Discussing with Rob what Harry Potter characters our 3 children are. We have decided:
1) Hermione
2) Luna Lovegood
3) Ron
I finished Andrew Ng's machine learning class on @coursera today! It was in fact good, as everyone said it was. https://t.co/twtBck9r7f
@tdhopper I did a shocking amount of the analysis for my dissertation in awk scripts (the rest in C and Supermongo). 

👍🏻 to awk, for sure.
@treycausey @ChefSteps That job description for Applied Math is written so well and is so appealing -- makes me wish I were up for a move!
RT @treycausey: The best thing I read online this year was @ftrain's What Is Code? https://t.co/ZQ7PO1ddEq
@jkru A gift card, like for a book store or coffee
The code used to make the app is here, for interested parties: https://t.co/BU73qNsyy1 #rstats
I used a publicly available data set from @UtahData to explore the heath of UT counties: https://t.co/zDTGuGhjrv https://t.co/Y7BrRv2PXy
@AdiePrestone Well, THANK YOU. 😉
Code for the app is here: https://t.co/BU73qNK9pz #rstats
I made a Shiny app exploring health indicators in Utah counties: https://t.co/zDTGuGyUj3 #rstats
RT @drob: One reason the "Axes must start at 0" rule doesn't always apply. #rstats https://t.co/BHm9jW9g8Y
RT @NHMU: #snowpocalypse @UUtah @NHMU #Eocene style. https://t.co/kfzCg0Rc5r
My street is all full of drifty, powdery snow. https://t.co/oyiVwebhqV
Salt Lake is a magical winter fairyland (but driving was super unpleasant this morning) https://t.co/AJLt4NQSnP
3rd Sunday of Advent, and the last night of Hanukkah. Things get a little weird around here… https://t.co/VChT1EOLj9
@hollandshaPri Maybe also really dark lipstick.
@hollandshaPri I suggest starting a relationship with liquid black eyeliner and ENORMOUS earrings.
@hollandshaPri This is the problem right here; no one (?) wants to look like her mother.
RT @exostefanom: Finding the Right Color Palettes for Data Visualizations — https://t.co/eg27T6imVH
My 6-year-old daughter wants a jet pack for Christmas.
RT @UT_Stats: Ten Thousand Tweets https://t.co/K4DBiYlKMc #rstats via @juliasilge
Looks like I am going to be called up for jury duty in January, which sounds super duper overwhelming for us with 2 jobs and 3 kids. 😬
@evnglcalhipster house churches 😉
This is a great collection of resources! https://t.co/qHZ7dtnCdB
I am so excited/nervous for this: 50 Scenes That Do Not Appear in the X-Files Revival https://t.co/iSPUtV9CDp
RT @hunterschwarz: Utah Gov. Gary Herbert referencing 1800s Mormon refugees, saying “the First Amendment still matters." https://t.co/S29Sz…
I'm at a swim meet again @ Olympus High Aquatic Center https://t.co/VV2oUvqgrr
@openMindedSkep Oh, that's a nice idea! Thanks.
@UT_Stats Thanks for the RT! I am actually a UT alum (astronomy PhD in 2005).
@drob I used a nearly identical version of your script and it is working very smoothly for me! Thanks again.
Thank you! https://t.co/OJvStDutH8
First blog post on my brand new website, wherein I get to know ggplot2 a bit https://t.co/zG1GWlkdJJ #rstats
Also thank you to @drob for having your blog on Github in such a way that I could figure out how to turn R markdown into Jekyll blog posts.
Many thanks to @mmistakes for the beautiful Jekyll theme, and for being really nice on Twitter when I had questions getting it set up.
I have a new professional website! https://t.co/AsRoS5KA9b
Will I ever get tired of a) the Vince Guaraldi Charlie Brown Christmas soundtrack or b) Sufjan Stevens' first Christmas album? 

I think no.
Second Sunday of Advent https://t.co/EB175hDS6W
@hollandshaPri Aaaaaaaaaaaaah... 😳😵🙀
My home town! Amazing work. https://t.co/PQ7clYr1EY
"MATLAB MOOC, MATLAB MOOC," sing-songs my husband to me, like he thinks these aren't real things? Life gets weird around here sometimes.
RT @bigdata: Identifying the essential skills for data scientists: very good @radar post by @dtunkelang https://t.co/coW1g943UI
@exostefanom I miss Austin.
@SKEdman literally shaking and queasy afterward. One of the worst experiences of my life.
@SKEdman I knew she was gone almost immediately but she was missing for ~20 minutes. I was freakishly calm while she was gone, but
@SKEdman I lost V when she was 3 at the SLC farmers market (which is HUGE! and SO SO BUSY!) and it was so intensely terrifying.
I just took the @MangoTheCat #DSRadar Survey, and I am a Modeller, with Visualizer not far behind. https://t.co/SpDwCr41yv
RT @Owl_Meat: Reason to do a PhD #19: 

woman having baby on plane

"Is there a Dr on board"

Me: yes lol *gets out laptop and loads up MAT…
@SecretBeck I absolutely do. Mix those all together and take away the spaceships and English estates and you basically have my husband.
@SecretBeck For me, it's... Mr. Darcy, Han Solo, Fox Mulder.
@SecretBeck Well, undoubtedly in real life some of Mulder would be just impossible, but you are not going to convince me on this one.
@SecretBeck Noooooooooooo.... HE IS SO DREAMY.
First day of Advent https://t.co/li4PpR5kVT
RT @Jfpohl: I wrote this poem for the latest @ASA3org issue of "God and Nature Magazine." I find Utah's geology moving. 
https://t.co/Wo1tX…
Thankful for a nice Thanksgiving weekend visit with my parents https://t.co/dkFrbx5Ved
I didn't take a single picture yesterday, but my parents are here for a Thanksgiving visit! @ Natural… https://t.co/UpSYey8ilt
RT @WesFlinn: *slow clap* Bravo, Vice.

https://t.co/nr1W4yK8gN
RT @ironsoap: RT if you're preparing a brine rn
Also, I have always wanted green hair. https://t.co/HF2eyuCngS
Neural networks are so fun. https://t.co/VYLVopOsae
@DeepForger https://t.co/W1KBpaZwcD
Maple custard tart with GF orange cardamom crust https://t.co/PhPL31Lkas
RT @Slate: Watch @Adele, @jimmyfallon, and @theroots do “Hello” classroom instrument-style: https://t.co/63fQ9YGJaf https://t.co/2cYeS0EF2i
RT @hrbrmstr: Can we call this Turkey Day-ta Science? https://t.co/q7mec3skSB
Yes, as an actual mom with technical skills, it doesn't feel great. https://t.co/G4MsHMiJ5q
@NYspling WOW. That is a long time! At least to me. It is interesting how people's instincts are so different RE: privacy.
@NYspling A day, I think? Via email to my entire address book for my oldest (~10 years ago) and on FB, Instagram, etc for my younger ones.
Big Little Lies by Liane Moriarty My rating: 4 of 5 stars This is my third Liane Moriarty book to read, the... https://t.co/N7YpWepLRl
An evening of climbing for Violet @ Momentum Millcreek https://t.co/j3l0y7UTQ2
@NishWeiseth I pretty much regret every joke I've made about Mormons on social media.
This is beautiful and amazing. https://t.co/XS4YG56cQX
There are pretty plots of principal component analysis about 3/4 of the way down. #rstats
I machine learned something! It is about bicep curls. https://t.co/LFU5EPYjeQ #rstats
It's dress-like-a-book-character day at the girls' school, and Violet is Penny with her blue marble,… https://t.co/kHO3J9NxZp
@jkru Also, linear algebra.
RT @redstatist: teacher: your child won't stop yelling "this is bourgeois propaganda" in social studies
me: have you tried not teaching bou…
@arnicas I am not new to coding in general and I am resourceful, but I had never touched git before and it was OK.
@arnicas Making a Jekyll blog with Github was one of the very first things I did with git AT ALL and it went well for me as a learner.
Listening to the leaves fall https://t.co/CVCQALfIck
RT @NishWeiseth: THANK YOU, @GovHerbert. Thank you for doing the right thing, even if its not politically beneficial. #Utah  https://t.co/P…
My youngest (age 4): "My favorite numbers are INFINITY and FOUR."
@tdhopper I went and got myself a PhD in astrophysics and now I have to figure out what to do with it.
Little bit of snow on roofs and the foothills ❄️😍🌨
RT @amcasari: Most excellent advice: How To Hire Female Engineers https://t.co/1niDxh854k via @techcrunch
@hadleywickham @rstudio I used readr and I was able to figure out how to do what I needed to (ended up only reading in some columns).
@hadleywickham @rstudio I'm QUITE new to using R, but largest dataset so far was 6+ Gb .csv file when I only have 8 Gb of RAM in 2 slots!
@SecretBeck I think in big cities, they report the rates by year and then talk about whether the rates go up or down.
@SecretBeck I guess it depends if you want to talk about this year's rate or your town's average rate.
@SecretBeck If you wanted an AVERAGE annual murder rate, you would average those rates together: (15*0 + 3/1000)/16, which is about 1.8/1000
@SecretBeck Then there was a year with 3 murders? That year would have an annual murder rate of 3/1000.
@SecretBeck Your annual murder rate is obviously 0/1000 and has been for, say, the last 15 years.
@SecretBeck This is such a good question! I know a lot about math but not a lot about how crime statistics are reported.
RT @wordnuvola: @juliasilge here's your word cloud :D https://t.co/brENISS60W
@wordnuvola #wordcloud
Somebody bring me my Doc Martens and my flannel.
Oh man, this playlist for Jagged Little Pill's 20th anniversary is MY JAM.  https://t.co/fp5sAUpdwF
📷 Twice Baked Spaghetti Squash Recipe We had a number of small spaghetti squash from our CSA and I made... https://t.co/sVmYrH3UTV
RT @nicebread303: What's the probability that a significant p-value indicates a true effect? Blog post &amp; a new interactive app https://t.co…
Ah, my undergrad alma mater @TAMU... For sure a good value, even more so in the late 1990s when I was there. https://t.co/3P4WhQEvHW
RT @simoncholland: If you enjoy talking someone down from the ledge because they can feel a wrinkle in their sock, parenting may be for you.
I'm noticing a significant reduction in Elsas compared to recent years.
Happy Halloween! 🎃🕸🍬 https://t.co/NKelEibAk9
@HaleyNBurke Oh nooooooooo...
Family photo booth https://t.co/UqsZ3OoIlQ
On the way to the school carnival: Kwazi (from Octonauts), a fairy, and Sneaka (the cloud superhero) https://t.co/kOETdVIvcF
And that is my first Shiny app! #rstats
I made an interactive visualizing water consumption in SLC: https://t.co/gFTPqDs8sc
Thanks for the great streamgraph package, @hrbrmstr!
It's 62° in our house. Time to turn on the heat?
(He meant Nevada.)
4yo: "Did you know that California and Nineveh are SO CLOSE to each other?!?!"
Some after-school reading https://t.co/1zsaznREqh
Alarm did not go off and I woke up 1+ hours after my normal time. We did manage to get the kids to school on time, but WHAT A HOT MESS...
@treycausey Well, that is rotten. I have found your blog posts really helpful, FWIW.
@karenebayne Also statistics. Also learning new programming languages.
The Sense of an Ending by Julian Barnes My rating: 4 of 5 stars This was compelling enough that I read it... https://t.co/d1QW4Zn8Ls
RT @deepselfie: @juliasilge looking at https://t.co/tVi2ln4uEA you get a score of 56.1%. Good one.
.@deepselfie Hello, Selfie Bot! What do you think of my profile picture? https://t.co/qOYXxg7pxk https://t.co/4fbSWOeiXV
It's lovely to have our own backyard eggs again. https://t.co/qtX6NnEfER
@Selkie1970 Preeeeeeeeeetty...
@NishWeiseth Yeah, I thought so. I was all ORLY? It WAS quite cold, on the other hand, and G (+ friends) swam kind of slow.
Well, we survived another swim meet. My daughter's friends' moms and dads declared it a "slow pool", whatever that means. Is that real?
For the Love: Fighting for Grace in a World of Impossible Standards by Jen Hatmaker My rating: 4 of 5 stars... https://t.co/M7qGNn1ueM
@exostefanom I'm not there quite yet; I'm working on making the move! I work in ed tech right now writing astronomy content for higher ed.
@exostefanom I preceded you at UT by ~10 years!
@SKEdman Did you... did you MAKE those?!
Piano lesson day https://t.co/xjjo44CNNW
@jkru I HAVE TO LEARN ALL OF STATISTICS AND PROGRAMMING AND DATA SCIENCE RIGHT NOW.
@jkru Just don't decide to do LIKE HALF A DOZEN AT ONE TIME.
I... I'm taking too many MOOCs, you guys.
@fredericksolt That does look better. Thank you!
I used the dotwhisker package from @fredericksolt, which is lovely. H/T to @JennyBryan
I did some multivariate linear regression, if you're into that sort of thing: https://t.co/CIzUaxCNPC #rstats
Putting on wool socks for the first time this fall. OH YEAH.
@ORJocee YES. They gave me a MAP. https://t.co/PF5U6XuO37
@NishWeiseth https://t.co/KAKrRdbPoA
@dwdeardorff It is pretty amazingly huge.
Our Costco has been remodeled and now it is THE BIGGEST COSTCO IN THE WORLD. (According to the sign.)
@mimismartypants I say... NO! We are doing the best we can and we love these gorgeous human beings!
@mimismartypants My oldest (also girl) is a little younger (almost 10) but I feel so flummoxed by tween/preteen life. AM I F-ING IT ALL UP?!
Well, it's #WorldStatisticsDay so I did t-tests on guinea pigs! No really! #rstats https://t.co/8xf6ozoqbp
I did some wee tiny simulations and it turns out that yes! the Central Limit Theorem is still a thing. #rstats https://t.co/oYhPOv9vxW
@jkru Pho is what I crave/eat whenever I have a bad cold. It is like chicken noodle soup, but way way better.
@jkru The liquor laws here can be VERY annoying in certain circumstances, especially if you don't know how they all work.
@jkru We brought home 5 bottles of bourbon. All unscathed!
We came for the bats, and the lake, and the skyline. The kids basically melted down, but otherwise… https://t.co/rhIYIGYk0f
Grace is such a good travel companion these days. @ 24 Diner https://t.co/fCbUhJMOvV
@HaleyNBurke Never fear. My cousin's new last name is Goodman.
Cousin wedding dance floor #lisafoundagoodman @ Vintage Villas Hotel and Events Center https://t.co/wH9652KUKX
There are giant lollipops at this wedding. #lisafoundagoodman @ Vintage Villas Hotel and Events Center https://t.co/c2ZHeTfUVU
My cousin is getting married! #lisafoundagoodman @ Vintage Villas Hotel and Events Center https://t.co/ZnlTXb44MC
😍😍😍 @ Vintage Villas Hotel and Events Center https://t.co/k6CzlZLqzY
@Selkie1970 I miss having fun color! It always made me happy...
Tea service with my girls and my sister @ The Steeping Room https://t.co/lmf2VoLQWR
Well, it appears I forgot to pack my son's dress shoes for this family wedding today. I guess he will be wearing his Keens!
Here for my cousin's rehearsal dinner @ The County Line on The Lake https://t.co/4gbGZWLBoG
@s_chacko That looks interesting! I will have to check that out.
Fun with lights @ Thinkery https://t.co/Is2SsDpzP7
I'm drinking a fancy beer and listening to live music while my children play on a playground. I MISSED YOU, CENTRAL MARKET.
Eating some pancakes @ Kerbey Lane Cafe https://t.co/7ELHTRdSR7
RT @slcairport: Adventures begin at #SLC! Thanks to pax @juliasilge for the photo! #SLCAirport http://t.co/6Bbkk6IF62
Getting ready for an airplane adventure @ Salt Lake City International Airport https://t.co/jZe73Ir7Fn
Packing for 5 people for a 5-day trip. Horrifying amount of stuff!
The Husband’s Secret by Liane Moriarty My rating: 4 of 5 stars Liane Moriarty writes such interesting... http://t.co/5tl0vSvVo5
Discussing with my 4-year-old the relative realness of @SteveBurnsAlive, Shovel, and Pail.
@HaleyNBurke That is not cool, man.
RT @treycausey: You may know that Meyers-Briggs Type Indicator is not scientific. But definitely read on. http://t.co/pKGrUNEEsE http://t.c…
@NishWeiseth Aaaaaah, Grace is supposed to go to a piano thing later today on campus!
@JennyBryan Oh man. I was the only female physics major in my cohort during undergrad. So lonely in so many ways!
Me, age 19 in the very late 1990s, sitting in a dim computer lab while a professor drones on about linear algebra, etc in MATLAB.
I have a MATLAB license for the next couple of months for a Coursera course I'm taking, and that is taking me ALL the way back to undergrad.
@jkru What?! We'll be there for a wedding too -- my cousin is getting married next Sat out by Lake Travis. Maybe we should say hello.
@jkru Funnily enough, we are going to be in Austin NEXT weekend.
@howiesmith @NishWeiseth For Violet, it was the opposite. The countdown game-ified the whole thing for her. But it's not the only way...
@NishWeiseth @howiesmith It is literally so easy for her, etc. But the time timer is very flexible in how you use it, and SUCH a good tool!
@NishWeiseth @howiesmith V's issue was that she is perfectly capable of finishing it quickly, but she has poor focus/on-task behavior.
@howiesmith @NishWeiseth she just is motivated by having the timer count down visually and knowing she is supposed to finish before it ends.
@howiesmith @NishWeiseth math HW is 3 minutes (or less), then I restart it for the other side. She doesn't even need rewards at this point;
@howiesmith @NishWeiseth I have been setting it for 3 minutes and putting it right in front of V where she can see it. She does 1 side of
@NishWeiseth @TimeTimer It is really remarkable how much difference it has made for her. So much easier for her to stay on task and finish.
I've started using the @TimeTimer app for my 6yo's homework and it has made a HUGE difference. She is doing it &lt;1/3 the time than before.
@astropixie Venus + the Moon was AMAZING here this morning.
RT @AmyMainzer: New report on declining astronomy proposal selection rates from @NSF:
http://t.co/yA5yAy9JgA http://t.co/2Cb75nbC4l
@ORJocee Noooooooooo... 😩😱😷
Cozy in bed with tea and @swirlstats to brush up on my probability and statistics. @swirlstats is so addictive. #rstats
@tdhopper I guess you could argue there have been SOME meaningful changes in the astronomy textbooks (exoplanets, dwarf planets, etc).
@tdhopper The worst. I've been working in ed tech/higher ed (physics/astronomy) for the past few years and it is such a scam.
Texts from Jane Eyre: And Other Conversations with Your Favorite Literary Characters by Mallory Ortberg My... http://t.co/GES1SuzBjy
First swim meet of the fall season @ South Davis Recreation Center https://t.co/AtUNMogkt5
WHY did I decide to listen to Carrie &amp; Lowell?!? Did I think that Friday night would be a great time for overwhelming sadness?!?!?!
RT @voxdotcom: Obama challenged the media to compare gun and terrorism deaths. So we did. http://t.co/eMmJsi7CbY http://t.co/XHfbbjcEYs
RT @AnneBogel: The Most Important Thing, and It’s Almost a Secret   https://t.co/f5NPazVRXr
9yo to me this morning: "Well, you're certainly not a YOUNG woman."
RT @treycausey: "Statistics without the Agonizing Pain." Inference via simulation, great short talk from @jrauser. https://t.co/PEEqb98P6H
Such an attractive family... #latergram https://t.co/AfisOsOLcU
@SecretBeck There's also http://t.co/z91p2QIUBC which has reviews and projects and such, but mostly of just Burda patterns.
@SecretBeck Yes, there's Pattern Review: http://t.co/kMixo4KTGU I'd say it's not really as great as Ravelry, but it's something.
RT @ericcolson: Okay, the Han Solo reference got me.  
What Does Probability Mean in Your Profession? 
http://t.co/LOWPy8TUUy http://t.co/s…
Although it does kind of feel like a really long commercial for Azure ML.
I just finished the first week of @edXOnline's Machine Learning Essentials class and it seems great so far.
Pretending to Be Normal: Living with Asperger’s Syndrome by Liane Holliday Willey My rating: 3 of 5 stars... http://t.co/8Gfsa0uk5c
@dwdeardorff Sad!
Wow, lunar eclipse does not disappoint tonight. And a TON of people out on our street checking it out. I love our neighborhood.
RT @AstroKatie: 🌓🌎🌞 &lt;-- lunar eclipse

🌎🌓🌞 &lt;-- solar eclipse

🌎🌞🌗 &lt;-- apocalypse
I like that this neural net thinks I take pictures of Petri dishes.
Here's what a neural net thinks of my Instagram: "entrees, mirrors, dishes, and mountains" http://t.co/mibsmNqk6Q
Wow! So pretty... https://t.co/LVXW9rRmHX
Time to go pick up 1/4 of a cow.
I also love "In the Light"-- Every Track From DC Talk’s Jesus Freak, In Order http://t.co/nzNDw5oulF
@amcasari Yes, it is taught, at a SUPER basic level. Andrew Ng's Coursera class includes much more.
@amcasari I'm in course 6 of 9 right now, I think?
@amcasari I was actually just talking about the prereqs for doing well in the JHU data science Coursera track, and that hasn't come up.
@amcasari In general, absolutely important to understand!
@BecomingDataSci but not necessarily how to do it per se. Basic stats is helpful. Haven't used any calc at all.
@BecomingDataSci I'm also doing this track and I'd say that is accurate. You need to know what a matrix is and that it can be inverted,
RT @jakevdp: This post makes the case that astronomers make the best data scientists. I can't disagree :) http://t.co/Ew4ZDvU2Aq
@ironsoap You have to ramp up and off of it because it is a heavy hitter brain drug, so not something to be taken lightly.
@ironsoap I lost some weight, but not a huge amount. (Some people lose a LOT.)
@ironsoap HUGE at the beginning (memory, ability to come up with words, BRAIN DOES NOT WORK) but after ~2 weeks I was back to normal.
@ironsoap My migraines are super duper hormonal so I will likely need to take it until menopause or so.
@ironsoap The first ~2 weeks on it were killer for me (cognitive side effects LIKE MAD) but then I adjusted and it has seriously helped.
@ironsoap I've been on it for ~2 years now, I think? HUGE difference in frequency and intensity.
@ironsoap I don't know how often you have to be having them for this to be an option, but it DRASTICALLY reduces how often I get them.
@ironsoap I mean, I'm no doctor (at least, not the helpful kind)...
@ironsoap 😕 Have I told you about how Topamax has changed my life?
@jkru I'm eventually going to have a whole blog/portfolio, say, early 2016.
@jkru ggplot is the BESSSSSSSSSST...
I made an #RPubs account this week, which means that I can publish pretty reports like this one on the web: http://t.co/egmrZzkXgh #rstats
RT @katecrawford: Love this: what shape is the Internet? According to patents, it's a blob, an explosion, a cloud and a bean. http://t.co/5…
I got glasses and a dramatic haircut; I'm a NEW ME! https://t.co/W1LVCRs5GJ
@treycausey Thanks for sharing this. I'm looking to move from physics/astronomy to data science and this part is overwhelming. 😐
Lovely... "To Scale: The Solar System" on @Vimeo https://t.co/zaFRFtMTMY
So good! Astronomers are obviously excellent at explaining things. 😉 https://t.co/WxBSx2iWNY
4yo: "Who is this? Is he one of Taylor Swift's friends? Is he going to sing in our car too?"
😍😍😍 https://t.co/znsQPZsyZC
@jkru From the airport? There might be some fights about this? Uber picking up from the airport, I mean.
@jkru Yes.
RT @funnymonkey: Wow, this picture speaks volumes. A 14 yo kid, cuffed for *making a clock*, wearing a NASA shirt. https://t.co/3Ta8hsn8Oa
RT @dpatil: Crazy. I used to being circuits to class too. Back in the day we called it show &amp; tell.  http://t.co/HFPOkyH749 via @anildash
RT @RoyaltyReacts: Prince William asking Kate if she wants another drink is my favourite gif to exist http://t.co/b5UlYqyNGZ
RT @krotondo: “Moms are motivated. Moms work smarter, not more hours.”—@jcsuperstar #techinclusion15
@mmistakes I just need to get my own images/etc in there now.
@mmistakes I'd forgotten all the steps I'd done with the other theme to set up my custom domain. Much better now: http://t.co/WM2vmHBkmd
@mmistakes UGH, yes; I'm sorry. I am not new to programming but I am obviously new to this kind of thing.
@mmistakes building correctly: http://t.co/ATHtdlTmD9
Here is my repository: https://t.co/ozbuyyiGJ6
Does that look familiar to you?
@mmistakes Hello! Do you mind if I ask you something again? I decided to try switching to the So Simple theme, but it seems to not be
@mmistakes All on one page would be perfectly fine for me. I will work on this some more. Thank you!
@mmistakes And this is without plugins? I'm still fuzzy on what Github will/won't do.
@mmistakes I know that I need something before that for loop to make it get the tags from the front matter in the post, but what?!?
@mmistakes I am trying to make it link to this in from the line in the post layout; look at line 48 here: https://t.co/tRk4x6jmo7
@mmistakes I am trying to add tags. I made this page to just list all the posts with the tags: https://t.co/zi3etkRohl
@mmistakes FYI, my background is C/python/R/physics, not web development; I don't really know Ruby.
@mmistakes Hello! I am using your Minimal Mistakes theme to make a website and I wonder if you are up for answering a question.
I need glasses because, you know, MIDDLE AGE. Thoughts? Opinions? #WarbyHomeTryOn https://t.co/VmcG5duYgK
I roasted okra tonight and it was not good. Not good at all.
I have a real weakness for space-themed clothing for my children. #astronomerproblems
My 9yo daughter and I had fun going through these yesterday. Rivers! Airports! https://t.co/iNL4BnRUdQ
RT @LikeTheyKnowUs: Tips for a Having a Successful #Back2School!

-Find school 

-Send child to school

#NailedIt
We're drinking a bottle of bad red wine. Rob's tasting notes: burnt toast, overripe banana, a little roadkill skunk.
@s_chacko I was emacs all the way; I can't even with vi, but it is set as my editor for git now. I CAN'T FIGURE OUT HOW TO CHANGE IT.
@s_chacko OH MAN. I have to google how to quit vi every time I accidentally end up in it.
Violet is having an amazing time in private swim lessons (with a FANTASTIC, sensitive teacher) after… https://t.co/X9OWV3gy2m
@jkru You mean how we Gen X types are old and tired? I just turned 37. Sigh...
Oh man, I love this so much. https://t.co/p111qlbm3D
It's September now, so time for me to keep checking the weather forecast to see if fall will actually come.
Everybody is taking xkcd's survey, right? http://t.co/TNxQH0aFRE
Fall swim season started yesterday for 9yo and she just mentioned offhand that she swam a mile in practice yesterday. 😳
In personality, I mean.
My 16-year-old self would be so happy if I could tell her that.
I am watching X-Files for the first time since they originally aired 😍❤️😍 and I am struck by my husband's resemblance to Mulder.
Back to school for Lewis! First day in his new year of preschool @ Salt Lake City Jewish Community… https://t.co/LZw1gEYd3b
Happy birthday to Lewis, who is 4 today! Now with SLOW MOTION CANDLES https://t.co/PQoRGggZnw
You guys, this is my 10,000th tweet! I can't believe I actually noticed it!
Homemade popsicles after school on this hot last day of August https://t.co/0Ur58psk2X
@jkru My first thought was R, the statistical programming language, and I was so confused.
@karenebayne Oh, hugs to you. Hang in there.
RT @ClarkPlanet: On this day (Aug 29) in 1541, Copernicus' "On the Revolutions of the Celestial Spheres," went to print. #spacerocks http:/…
RT @SKEdman: I am willing to go see The War Room. Just a) pay for my ticket and babysitter and b) get me real drunk first.
Oh man, the piano practice meltdowns are escalating.
The lavender is in bloom around here. There is a lot of it in our neighborhood, it smells amazing, and the bees are super excited about it.
We made it to the last day of the first week of school -- TGIF! https://t.co/gqcO7qNKPw
I went to back-to-school night and I am happy to report that no one wants me to record my daughters' reading minutes in 2 places this year.
@SecretBeck We'll see how smart I feel when I start interviewing for jobs!
@SecretBeck Two of you are orange! I am learning a new programming language (R) so I did it in that. I am putting together a portfolio.
Looks like you are my Twitter BFF, @Selkie1970.
I'm doing an analysis of my Twitter archive and I made a word cloud of people I reply to, retweet, mention, etc. http://t.co/Ijtoofaz0b
@HaleyNBurke Where ARE you?
Wow, I want to read a LOT of these. https://t.co/y5cNz1EWh4
RT @pickover: The joy of logic. These 2 books, in theory, contain the sum total of all human knowledge http://t.co/CW5seS3QbN
I've decided that 6yo's 1st grade teacher is like Olivia Pope. She inspires so much confidence in me, and she just HANDLES things.
@AriLamstein Yes, an improvement!
Now 3yo wants to know why bad things happen if God loves us. And also for me to explain the Trinity. So.
Between having older siblings and starting preschool as young as he did, he has no idea how to be alone.
3yo is so full of worrrrrrrrrds... And there is no one here to talk to him today but me.
@Selkie1970 We'd been telling her through elementary school but I don't know...
@Selkie1970 Yes, I am seriously considering letting her move on from this at the end of 4th grade.
It is becoming increasingly clear that piano is something I am making 9yo do, not something she wants to do.
@Katiekrongard And probably too much wine and ice cream or something.
@Katiekrongard Oh man. I have lost weight every fall/winter since L was born, then gained weight every summer. Because I NEVER EXERCISE.
@Katiekrongard It was soooooooo miserable walking to and from school today. BLEARGH...
1st day of 4th grade https://t.co/BLDSwLklI4
1st day of 1st grade https://t.co/iPGgunacwv
Walking together on the first day of school https://t.co/H3kwFzDb6P
Packing school lunches for the first time of the new year!
Slushy Cherry Old Fashioned -- We made these a few weeks ago and they were so delicious that we… https://t.co/ps3fP3gT3n
RT @thingsbydan: There's not a day goes by that I don't think about this caption. http://t.co/ebwtgYwLlQ
Sold by Patricia McCormick My rating: 3 of 5 stars This is a moving and at times difficult book that... http://t.co/QBW0qZE37N
@ironsoap Yeah, probably. Also, I probably should delete my original tweet, just to be safe. Real names and all.
@ironsoap It's not an OFFICIAL work function but rather a doctor at work who has invited everyone over to a catered thing at her fancy pool.
Back-to-school date with Grace before 4th grade: burrito picnic @ Sugar House Park https://t.co/Ij3M6TjGkj
Back-to-school date with Violet before school starts on Monday: frappucinos and sandbox playing @… https://t.co/bJSGIrCASS
We've spent a lot of evenings at the pool this summer with picnic dinners and goggles and ice cream… https://t.co/36dnL040lC
3yo: "Mom, do I have any invisible Legos?"
#tbt to one of my favorite pictures that's ever been taken of me. I'm in the ocean in Carmel, CA, and… https://t.co/yfiS8V23K3
@hollandshaPri I still had your old blog in my feed reader and someone else bought it! http://t.co/NQc52L9ZQA It was a bit weird.
Ayn Rand’s The Lion, The Witch, And The Wardrobe http://t.co/xgb1g4KxMQ
#latergram from this afternoon when we hiked across an Alpine meadow in late summer bloom. Utah is so… https://t.co/HPrLORj5fF
We tried (unsuccessfully) to hike to Cecret Lake via one of the longer trails here but we still had a… https://t.co/KH94e6PyAw
Meadow hiking @ Albion Basin https://t.co/mrWUeIz0uk
I talked to my 6yo's new teacher (who also taught my 9yo in 1st grade) and she is the best. I want to give her a big hug and a bigger raise.
@Selkie1970 Where?! I need something for 3yo.
School starts one week from today and there is a significant amount of anxiety at our house about it… https://t.co/hdpyBvsibF
Watching The X-Files pilot for the first time since it aired when I was 16. OMG, I loved this show.
@Carrie_Mayne It has maps for state/county/zip built in, and you can make your own with a shapefile.
@Carrie_Mayne It's the choroplethr package in R; it's very nice.
@AriLamstein Oh my gosh, I apologize; I was wrong. That is the lake! i.e. the Great Salt Lake, what our whole city is named for, etc.
@AriLamstein It looks like there is a ZCTA that should be mapped to Salt Lake County that was not (the blank spot in the NW). Any thoughts?
That low-income spot in the NE is the U of U! #censuscourse @AriLamstein
And income in Salt Lake County exhibits an east-west gradient. #censuscourse @AriLamstein http://t.co/1qkZBEPl5N
Salt Lake County is quite segregated. #censuscourse @AriLamstein http://t.co/dFqspZaUl9
3yo is a bit sad about his eventual adulthood. "I want to stay a kid..."
Such delicious drinks with such lovely ladies tonight 💕 @ Under Current https://t.co/bsTkrZXAqI
@howiesmith http://t.co/xiqPDa9z9M
We've had excellent experiences with the piano program there.
"It's like how Netflix and Amazon how different TV shows.."
Trying to explain the concept of a TV channel to my 3yo. He has no frame of reference whatsoever.
I am drinking this right now and it is delicious: Slushy Cherry Old Fashioned Cocktail http://t.co/RfiUYFsg3a @CHOW
Seriously, this teacher was probably the best one my 9yo has had so far (and none have been shabby AT ALL) and this feels like such a gift!
My middle daughter is going to have the same amazing, WONDERFUL 1st grade teacher that my oldest daughter did and I am SO, SO HAPPY.
We were up all hours getting that sink put back together. And used our lifetime supply of "That's what she said" jokes. Because plumbing!
Our newly painted, newly fauceted bathroom is looking much better than the other day. Black and white! https://t.co/wRT9IfXBMe
@AriLamstein Summit County is up in the mountains, where Park City is (Sundance Film Festival, ski resorts, etc).
@Jfpohl Actually, one of the projects I am working up is on water usage in SLC. It's part of the reason I am learning to make these maps.
Also, we are not very evenly distributed here in Utah. #censuscourse @AriLamstein http://t.co/nSps5dxcVS
Rent sure is expensive over there in Summit County. #censuscourse @AriLamstein http://t.co/O5x1So3u6o
We got tomatillos in our CSA this week. It's really too bad you can't smell this. https://t.co/sRSgn4Ha4w
9yo's summer swim team won their championship over the weekend! And now we are finished with summer swim team. Is there an emoji for relief?
RT @SaltLakeJCC: Congratulations to the #JCC Hurricanes! #SLSLChamps
@SLSwimLeague #SLC #swimming http://t.co/wb2b695vUs
@NishWeiseth Oh man, I am so that mom. They have to have their names on them anyway, right?!?
The current state of our upstairs bathroom, because we decided to replace the faucet. It is spiraling… https://t.co/MYAO1xfIBx
It's 50/50 now whether we end up just remodeling the whole damn bathroom.
We decided to replace the faucet in our upstairs bathroom and it is spiraling out of control.
@howiesmith I put them the zippered, soft-sided lunch bags from Lands End that have pouches on the side for water bottles. Works great!
@howiesmith They are from @goodbyn; I have ordered directly from them and bought them at Target.
The kids are in bed, rosé on the front porch in the late summer evening https://t.co/O5FOeM2ZAg
#FergusonTaughtMe how real and deep the wounds of American racism are.
@AriLamstein There are a LOT of children here. Including my own three, I suppose! I'm looking forward to the rest of the course.
On a date @ Deer Valley Resort https://t.co/T9zyebZ4UR
Turns out that we in Utah are super young. @AriLamstein #censuscourse http://t.co/0iUDLeUUnU
It's supposed to be about how similar counties are to each other. But Salt Lake is that similar to Kane County?!? Maybe I should work more.
I'm working on a project on health indicators in UT and this shows how counties cluster together. http://t.co/pZuSKFTHar
@SecretBeck Because your face isn't 3-dimensional enough!
When you have two older sisters, sometimes you get your nails painted. https://t.co/QzHKr7Zi72
@Carrie_Mayne Oh! I would love to talk about this; I'm working on a data science portfolio and am interested in what SLC people are doing.
Grace did so great in her events tonight. On to the finals tomorrow night! #SLSLChamps
9yo took 4th in the IM! I'm very proud of her; she dropped 6 seconds off her time.
I am at a swim meet. Again. #SLSLChamps @ South Davis Recreation Center https://t.co/i3xg74SCSv
@HaleyNBurke WOW. That is a big deal.
I'm not outdoorsy by pretty much any standard, but it sure is nice to be in nature for a few hours.… https://t.co/syc4cMV4NP
Sibling hike @ Silver Lake Recreation Area https://t.co/XKvMzhdUvr
Tuesday morning up in the mountains @ Silver Lake Recreation Area https://t.co/VUoXtnMMU0
@SKEdman Every time we have moved into a new house, a bunch of stuff has broken and/or not worked right at first. I think this just happens.
Photo: Lemon Paprika Chicken Thighs These were quite tasty, especially considering how easy they were. Good... http://t.co/E3pkyJtbAI
Last day of Violet's social skills group for the summer @ The Children's Center, Utah https://t.co/F4j7qRKktg
3yo: "I call this song BATMAN'S ALPHABET. I'm going to sing it now in SPANISH."
Well, I broached the idea that school is starting in 3 weeks and 6yo did NOT react well. 😳😭😭😭
It's almost 10pm and our neighbor is grilling kebabs. Our bedroom window is open and they smell DELICIOUS.
I should stop reading this statistics book and go to bed.
@Selkie1970 here because we don't have them.
@Selkie1970 I realized the other day that there are no cockroaches here. R is an allergist and they don't even test for cockroach allergy
@Selkie1970 I live there! There is almost no humidity here where I live, it is beautiful, and we have very few bugs.
Lewis seems to be tolerating baked eggs these days without an allergic reaction which feels like it… https://t.co/l2ecbNatiE
I think we'll have figs and brie for dinner, and go to bed early.
Rob has taken the girls to the mountains for one night of camping, so Lewis and I are on our own tonight.
This was quite difficult; I only got about 80% -- Who Said It: John Green or Anne of Green Gables? http://t.co/bskijcoeg5
I've always sort of fumbled around regex so it was nice to see that little tutorial. Free for another day or so!
I just earned the level 5 badge for Regular Expressions on @codeschool https://t.co/NrwcGdYW6i
At a swim meet. But it's the last regular one for the summer! Just league championships next week after this.
@jkru The big public library and sit and read.
@jkru I love love love the Met.
@jkru Have tea at the little cafe at the top of the Saks actually on 5th Ave.
@SecretBeck I don't approve of this idea at all.
@SecretBeck I... don't even understand how this is possible.
Have I really never made it to Idaho? It is so close to where we live now. Also, I am not actually sure on... http://t.co/VNzLLOrV95
I commissioned one of these paintings one year for Rob's birthday and we love it so much: http://t.co/uAETWZ2sFT
Still a few spots!
Man, Weezer is just the best. I love Weezer.
Moved up 514 spots on #kaggle because I just learned how to perform a random forest. https://t.co/3cet8IrHI0
This made me laugh and laugh: Exoplanet Names Two http://t.co/RwVbh9YYJ6
Waking up in one's own bed: 😍🌅✨
Great Salt Lake = really almost home
Salt flats = almost home
Death Star 

(We've watched the whole original Star Wars trilogy in the car over the past two days.) https://t.co/E67sTN7Cfc
Leaving even later today than yesterday. This trip has gone well, but good thing it is almost over!
Some hotel swimming in Winnemucca before our LAST DRIVING DAY https://t.co/nwQXzd4Kxx
Nevada is full of wind and dust today.
So we have made it over Donner Pass, but it is 3:30pm and we are STILL in California!!!
Well, this is less than ideal... EB I-80 traffic still stopped http://t.co/lh6zm4bYMF
Apparently it is hailing over the summit of the Sierras and they have all traffic stopped. We are just sitting here on I-80E. 😐🗻🚘
On the road, heading away from the West Coast back toward home.
@jkru I didn't feel anything in Oakland!
Ice cream sundaes @ Fentons Creamery https://t.co/9K20W7WrEx
Little Piggy Violet @ Children’s Fairyland https://t.co/71p6YYp7xR
Violet &amp; Lewis are riding a wee, tiny Ferris wheel. @ Children’s Fairyland https://t.co/SiDeyvk8p9
We can see all the way to San Francisco from the house we're staying in. https://t.co/oh8UxJg7XO
Oakland, CA https://t.co/tGkJHXtijf
We have successfully reunioned. There sure are a lot of people you don't know at your spouse's high school reunion! But it was still good.
Getting ready to go to Rob's 20th high school reunion and I forgot my cute/small purse! It is back home in Utah!
@jkru @cosechacafe It was so good to see you today! With delicious food to boot!
Well, 15.5 hours later, WE MADE IT. WE GET TO GET OUT OF THE CAR.
We made it to the Bay Area! @ Richmond-San Rafael Bridge https://t.co/V7PNTANhWh
We are in Yolo County, CA #yolo https://t.co/TIOcTN5DRr
We've now been on the road for 12 hours. Still in the Sierras. At least we're in the right state?
Interesting things we've seen today: a dust devil, a stretch limousine with a refrigerator in its trunk, salt flats.
@jkru OH GOODNESS.
We stopped five times before lunch, but we have made it all the way through Nevada.
Nevada, where the kids finally took naps https://t.co/CDEPOm0O5Y
Pacific time zone!
Salty @ Bonneville Salt Flats https://t.co/2xeiEr1vfF
Made with #hyperlapse @ I-80 https://t.co/1mvg5Pzzbm
We put the kids to bed in their clothes last night and got up at 3am to try to do this drive in one day. On to breakfast in Wendover!
Dawn on the salt flats, heading west to California @ I-80 https://t.co/avUug54fcO
3yo decided to be awake for an hour in the middle of last night to tell us all about his new vehicle idea: RESCUE CEMENT TRUCK.
RT @NishWeiseth: Oh, look. Nuance. http://t.co/lRYAFzWuUa
&lt;3 

Although I'm not so sure about the pixels on Clyde Tombaugh's, really, because he used photographic plates. https://t.co/vEtix2v8Rf
@Selkie1970 These things can go sooooooo long.
@Selkie1970 I did that last Tuesday evening!
Dear Theodora by Florence Irwin My rating: 3 of 5 stars This is a novel originally published in 1920 that... http://t.co/lN2UtU6Nii
Bunko night in my friend's backyard -- Grace and I rode our bikes there, they had fancy margaritas… https://t.co/0yFpfjWMFn
Five years ago today we drove into Salt Lake City. I love this quirky, beautiful place. 🗻🌆💜
It's 7pm on a Friday and I am working in R while my 9yo daughter works in Scratch. Obviously we are super cool. #changetheratio
@jkru Wait wait wait, are you feeling all nostalgic about astronomy already?!
I would really like my eye to stop twitching, as it has been for weeks now. 

TWITCH TWITCH TWITCH.
It's raining a little bit and I am so happyyyyyyyyyy... 💧😍
Station Eleven by Emily St. John Mandel My rating: 5 of 5 stars Star Trek, Shakespeare, Hollywood life,... http://t.co/BQ9onm1kEN
@Katiekrongard Just enjoy your peaceful morning! 😘
@Katiekrongard Sorry. That wasn't very kind-spirited.
@Katiekrongard Just wait until they start school.
Who was that Archduke person who was killed at the beginning of WW1? And then Noam Chomsky. It always seems to come back to Noam Chomsky.
Rob and I have been having very geopolitical discussions lately: Mitford sisters + fascism, what exactly is socialism really...
I have no working voicemail on my cell phone right now. That sounds kind of great, right?
@SKEdman Next time I am springing for the Dyson again.
@SKEdman We had a Dyson that lasted 10 years. When it finally broke, we bought something cheaper and it is already starting to have issues.
Just dropped 9yo off for the first day of Scratch programming camp!
I finished Station Eleven this afternoon and I just want to talk about it SO MUCH. TWO THUMBS UP. But not to global flu pandemics.
RT @mdlaplante: World War 2 references are classless and shameful. Don't disrespect our longtime allies or U.S. veterans. #warisnotajoke #U…
Sparkler IN SLOW MOTION https://t.co/328IXI58kI
Sparklers at @katiekrongard's place tonight https://t.co/FoAx3eO12b
I have a real weakness for pale aqua/teal/turquoise walls. I could just keep painting all our rooms variations on this color.
Trying to make my hold list at the library long enough so that it will last 9yo a full week.
@krisshaffer Yes, very true. I will say I am really liking how R works.
@krisshaffer Yes. After that first quiz that had you open a dataset, I just used that the whole time to practice with.
@krisshaffer The Swirl exercises were very nice.
@krisshaffer I did do lots of stopping/starting. And I had the quizzes open before I started any videos so I knew what I was looking for.
@krisshaffer I usually have Rstudio open when I watch the lecture and type their little mini-examples in and do them.
@krisshaffer Hmmm, I felt like it was really easy to type along and do their examples as they were talking.
@krisshaffer I don't think that was a terrible thing to leave out for later, given how R works.
@krisshaffer I think you actually can because indenting is only for readability, i.e. not like Python.
@krisshaffer I remember them talking about indenting. Don't they? It's in the video on "style" or "coding standards" something like that.
SQL seems nice so far.
I just earned the The Ins and Outs of Databases badge on level 1 of Try SQL on @codeschool https://t.co/l9dzvHUz1F
@SKEdman That is very disappointing and troubling. UGH.
RT @AntonioFrench: Why are black churches in America falling victim to fire? http://t.co/nCFubafZ0y via @TheAtlantic #WhoIsBurningBlackChur…
@NishWeiseth WHY AM I COOKING DINNER WITH THE OVEN? WHAT IS WRONG WITH ME?!?!?!
@Katiekrongard Oh man, this happened to my babies after long trips! I'd blocked this out.
@SecretBeck Oh, Baby Boomers...
@karenebayne @NYTOnIt FOR REAL. Just... Ugh... This is AN ARTICLE?!?!
Photo: Alton Brown’s Avocado Compound Butter It’s not like avocados need help being delicious, but this is... http://t.co/Z0ceL4kYKL
So You’ve Been Publicly Shamed by Jon Ronson My rating: 3 of 5 stars Interesting and reflective, for me as... http://t.co/KYYKOn88sn
@DoctorMac LOLOLOLOL
Here's how Scalia would insult me. How would he insult you? http://t.co/ohBjNIJbQI #ScaliaBurns via @Slate
Picnic dinner at the pool @ Salt Lake City Jewish Community Center https://t.co/YZQWnmLJGu
What's Killing the Babies of Vernal, Utah? http://t.co/mUUkWipLtV via @rollingstone
@krisshaffer I'm using Rstudio for R and Sublime Text for Python, and they look different enough for my brain to mostly separate things.
@krisshaffer the environments I use for each look really different.
@krisshaffer I feel like learning Python and R so close together is making me confuse them a little. The only thing that helps is that
@krisshaffer C solidly and I have just recently started learning Python (then lots of shell scripting, etc)
@krisshaffer Sounds like a good plan. I had no exposure to R before this, so I think I would fallen behind doing courses 2 + 3 concurrently.
@krisshaffer This is what happened to me, so I signed up for R Programming in the same month. Worked out great.
@karenebayne That is so insane! New England!!! I remember when we lived in CT being so confused by the school schedule.
@HaleyNBurke Yes! I should buy some of that.
@Selkie1970 more muddled history, been here longer, etc so it is interesting to have such recent immigrants in the family.
@Selkie1970 Specifically they came from Thuringia, for largely economic reasons, in those years between the world wars. My family is much
@Selkie1970 So it's short I + hard G: "Sill-ghee". We get a LOT of mispronunciation, which is funny to me because my maiden name was Smith.
@Selkie1970 I have asked my in-laws why it isn't "Sil-guh" with a hard G, which seems more like German pronunciation to me, but ???
@Selkie1970 German at home; didn't learned English until kindergarten. It is pronounced "Sil-gee" with a hard G, two syllables.
@Selkie1970 It is German is origin -- East Germany. My FIL's parents emigrated in the 1920s (good time to leave Germany) and FIL learned
(The previous was an exercise is cultivated contentment.)
Things I like about summer:
Spending more time with my kids
Iced coffee
Summer produce
Wearing Birkenstocks all the time
On the plus side, we're having mojitos and cedar-plank-grilled salmon. Summer isn't all bad. Right? RIGHT?!?!!
It's our first 100° day, so my reverse seasonal affective disorder is probably about to kick in.
Happy Fathers Day to Rob! I am so thankful for who he is. https://t.co/nUOURY0AAZ
@jkru parents love their kids and are trying to do their best. Hooray! We are doing our best! Hopefully not screwing you up too bad!
@jkru This is pretty much where I am. Do I really think that I or R are really some extra special, extraordinary parents? No, I think most
RT @blackoutcollect: http://t.co/HEMwekWlvI
One of my new favorite things to eat is sardine salad, like tuna salad but with sardines. Sardines + fancy mayo + dijon + apple + scallion.
@krisshaffer I have been doing the first 2 during June and I am starting the 3rd next week!
@jkru I am really sorry for your loss, a decade and a half ago, and also today. What a heavy loss to deal with and carry around...
RT @tanehisicoates: No Nazi analogies or thought experiments needed. Primary sources run this. The Confederacy can speak for itself. http:/…
RT @UnvirtuousAbbey: For parents who now have to explain to their children what a white supremacist is, O Lord, we pray. #Charleston
My neighbors, my brothers and sisters. #CharlestonShooting https://t.co/2gP7jMNkm5
RT @NishWeiseth: Church, persecution in America is not about bakers &amp; gay weddings. It's our brothers &amp; sisters shot dead in #Charleston. #…
My sexy, sexy summer eczema is flaring up real bad.
I have been having my first "I hate hot weather" thoughts of the year. Man, it is the worst.
I am really proud of her.
My 9yo is so responsible and together nowadays at such functions-- performing well under pressure, dealing with success/disappointment, etc.
Well, the swim meet was hot, but it was not as long as they sometimes are and 9yo did so well. All in all, a win?
First swim meet of the summer season https://t.co/geR9nVUBDs
@Selkie1970 I run hot water on the outside for a while, longer than you would think.
Today I return to my PT independent contracting gig, which is not a bad gig at all.
RT @mimismartypants: Don't mind me, I'm just trolling my LinkedIn and endorsing everyone I know for "rodeo" and "bull-riding" skills
@jkru We have a version of that here! It is so great: https://t.co/oV7H2mJRZ8
My kids put on a pretty amazing "show" for us as a birthday gift for me. You should be sorry you missed it. Especially my breakdancing 3yo.
It was actually a combined birthday/anniversary celebration, because things have been busy since I turned 37 on Wednesday.
Happy anniversary to us! Rob and I have been married 13 years today. We had vegan GF cake, grilled steaks, drank wine. Two thumbs up.
I learned how to make BEAUTIFUL violin plots this afternoon. Thanks for your helpful tutorials, @drob! http://t.co/dHmpjCofzl
RT @joshacagan: (•_•) (•_•)
&lt;)   )╯    ALAS
 /    \

(•_•)
      \(•_•)
        (   (&gt; POOR
        /    \

 (•_•)
&lt;)   )&gt;      YORICK
 /  …
I am learning R now and I like it sooooooo much.
Fangirl by Rainbow Rowell My rating: 4 of 5 stars Cath, the main character in this book, is off to her... http://t.co/OmFli7BSai
@HaleyNBurke They have rainbow long, skinny ones at Target.
Amazing lemon-pistachio birthday cake that @haleynburke made for me. 

🍰🍰🍰 THIRTY-SEVEN 🍰🍰🍰 https://t.co/y2WVk6UPVC
Happy birthday to me! I am having a chocolate-y coffee drink and getting a birthday pedicure. Treats on turning 37!
@jkru Oh, no judgment or anything. Sleep + toddlers = ?!?!?!?!
@jkru That sounds a little bit like madness.
YES. THIS. https://t.co/Mw77yqDYBf
RT @deray: My Kids. McKinney. http://t.co/XVjAUHxoQN
RT @AnneBogel: 6 things we learned at the big 'Gilmore Girls' reunion http://t.co/lmR8Q26Jgz
@jaustinwright Oh man, DC Talk from my teen years?!?? That is taking back a LONG WHILE.
Arguing with 3yo about infinity. Why does this always happen to me?
Farewell, kindergarten and 3rd grade!
I did not take an official picture of both girls or anything, but we have made it through another year of school. Summer break!
Celebrating some graduation good times https://t.co/anfg3Jm47c
Kindergarten graduation for our sweet, amazing Violet https://t.co/SDdfSDzlTY
I think that summer has arrived here in SLC.
I took the big duvet off our bed, I've only been drinking iced coffee, and right now I have a whiskey + mint + mineral water + lots of ice.
It's moving day for these ladies. https://t.co/DvjlzXzjYd
Fun Run at our elementary school this morning https://t.co/4de2fK56GH
Time to have a red room again. Because I am AN ADDICT. https://t.co/IKlE1BJI0H
@SKEdman LOLOLOLOLOL
Monday of the last week of school!
I've been using emacs for Python since starting ~10 days ago (because yes, AM DINOSAUR) but I just downloaded @sublimehq and WHAT?!?! 👍🏼😍🎉
We're going to be late to church. https://t.co/xIzuynY36G
RT @AnneBogel: Sign that the apocalypse is NOT upon us: there are more libraries than McDonald’s in the U.S.  #phew
6yo: "But why can't I be baptized? I believe in Jesus."
3yo: "I believe IN GHOSTS."
I believe I am supervising the LAST HOMEWORK ASSIGNMENT OF THE YEAR. #celebrate #goodtimes #helpme
I just finished the Python track at @Codecademy and it was so great! A painless introduction, and now I have things up and running.
Prickly bud after the morning rain https://t.co/k5xAWXWLV6
RT @amandacox: I now think about this chart (about fairness) all the time. You should too. Plus drawing! http://t.co/X33SBRWme8
Quick-pickled radishes https://t.co/S104VIAtcu
The Sisters Brothers by Patrick deWitt My rating: 3 of 5 stars This dark, funny Western is about a pair of... http://t.co/bOYIpzipPm
There is no way I am doing a library summer reading program.
We are SO CLOSE to being done recording my daughters' reading for the school year. SO CLOSE.
@Selkie1970 screens for years. This past check-up, she did pretty badly but she hasn't complained at school, etc AT ALL. Nothing.
@Selkie1970 Neither R or I wear them (well, I started using reading glasses recently but that's just age) and she's been 20/20 on her eye
Fortunately, she will be super adorable in them.
9yo had ophthalmologist appointment today and SURPRISE needs glasses. Kind of thought her poor performance on the eye screen was a fluke.
RT @NadiaKamil: Every time I remember the fact that NASA offered Sally Ride 100 tampons for a 7 day mission, my body HEAVES with laughter.
@howiesmith Neither have I. I grew up with one younger sister and somehow it was always her job?
It's green garlic time of year.
RT @MaryDeMuth: My response to the Duggar scandal is on the Washington Post today:... http://t.co/lZfykaP3rO
@lucaswmuller So confusing!
Lewis with one of his beloved preschool teachers on the last day of the year @ Salt Lake City Jewish… https://t.co/VKrO16cfHb
I made wee baby Python programs today.
Trying to get Github to work. Because maybe I want to write code for a job now?
The first week of our CSA share https://t.co/TXP3RG55ro
Pool party at Lewis' preschool https://t.co/KOjvcSFcCu
I just love rainy weather. ☔️
I have got to stop buying cheap shoes for the kids. It is May 15 and the cheapie sandals I bought 6yo are coming apart.
@HaleyNBurke I'm also going on the record to say that Cat &amp; Levi's wedding cake was DELICIOUS.
@HaleyNBurke I am going on the record now as saying that making one's own wedding cake sounds like a terrible idea to me.
One Plus One by Jojo Moyes My rating: 4 of 5 stars Finishing Me Before You made me want to read something... http://t.co/8KVXsMKWXD
@SKEdman Well, things are not going really great at brick and mortar schools at this time of year either.
I'm halfway through another Jojo Moyes book and all I want to do is sit and finish it. Do you think my children can parent/feed themselves?
And one of my daughters is Violet. What an odd coincidence...
My middle name IS Dorothea! Find out what your name would be if you were born today http://t.co/EWseZ7ravF http://t.co/zBOiQzsfVi
There was only one of those that didn't sound really terrible to me (the ISTP zombie apocalypse one, and even that sounds *pretty* bad).
The Definition Of Hell For Each Myers-Briggs // But all of these sound terrible!!! I still feel like MBTI is hogwash. http://t.co/skmELBsKrO
Just one more #latergram from my sister's visit this past weekend. I'm so glad she came! https://t.co/xdeGtof9DA
@FryAdrian It's still on my "to watch" list but I've heard that it's not 100% consistent from a physics standpoint.
I've seen @scottthepainter make art during a sermon twice now, once when visiting ecclesiahouston and… https://t.co/bJe93j6xcx
@SKEdman They offered me a different job at the same company, which was 50% travel. HAHAHAHAHAHA...
Being laid off is quite an unpleasant experience and we are going to miss the $$$, but having one less thing on my plate might be helpful.
Well, I was laid off on Friday, which makes today DAY 1 of unemployment and/or my return to being a SAHM.
Lewis says he likes fancy brunch because there are flowers on the walls. @ Finca https://t.co/r27Kt0pPyZ
All of us at church this morning @ Missio Dei Community - Salt Lake City https://t.co/2Yd1JceEa5
It has been so delightful having my sister here for a visit! #Repost @texasemily1980
・・・
More selfies… https://t.co/BHeqBOHoIA
Girls' lunch with my two daughters and my sister @ Trio https://t.co/VdFKyWHI8K
This has been A WEEK. That ended yesterday with me being LAID OFF FROM MY JOB.
Fancy coffees with my sister (we're showing her all the cool places) @ Publik. Coffee Roasters https://t.co/7AIu4xiKeB
An illustrated story by Lewis: "First I was sad..." #cleaneating #healthyhabits https://t.co/RLZ0fRlPPe
RT @jkru: There is a lady putting on makeup on the ferry. I can barely put on makeup on land.
@laciemesserly Man, so interesting. It's a whole other world!
Have just made Mothers Day brunch reservations for us to go to @FincaSLC and am PRETTY happy about that.
@markadams44 DAY DRINKING!
@laciemesserly So these people going to the weekday part of the weddings are Mormon enough to have temple recommends?
@laciemesserly A weekday wedding is very culturally different to me, very weird outside of Utah.
Several people I know here have had weddings to go to lately, midday during the week. Is this a Mormon thing?!
@HaleyNBurke That reminds me that I should go start some cold brew.
@HaleyNBurke My coping plans also involve crying and denial!
@jkru The older they get, the more certain I am that I don't know what I am doing.
@SecretBeck Oh man. This is so good to be reminded of. Just had a meeting at school to talk about quirky, challenging 6yo's issues.
@SKEdman I desperately want a picture of it! Talk about a tease of a realtor listing!
@karenebayne I have taught at the college level and I have never gotten gifts. I did get paid, however.
@karenebayne When I finished grad school, my dissertation supervisor got ME a nice-ish gift. (Maybe I should have gotten him one too?)
@karenebayne When I was a traditionally-aged college student, I never got instructors gifts.
Tree climber https://t.co/zCgQ2HkesW
@NishWeiseth I'm pacifist enough that I can't handle exercise classes where you are supposed to pretend to fight people, so don't ask me.
There is one of my room and I have a Titanic poster. I have no memory of this! I have blocked this out, apparently.
I am going through old pictures scanning pictures of my college friend who died in November (FINALLY) for her sister.
Into every life a little pee must fall. #truth #wisdom
RT @LikeTheyKnowUs: There should be a pregnancy tracking app for second or third pregnancies called, "Meh, it's probably fine."
Violet made this Hubble Space Telescope in kindergarten this week, which made me pretty happy. https://t.co/WoHk5phZTi