Revolutionizing the Approach to Product Data Problems As a data analyst, I have experienced numerous challenges in dealing with product data
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Revolutionizing the Approach to Product Data Problems As a data analyst, I have experienced numerous challenges in dealing with product data

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Sapphic Fandom Stats: Problems with Looking at the Data
When I was looking through the data gathered on the works tagged with the F/F category, I saw a few things that made me wonder how many of the works were focused on sapphic relationships, and how many had them as background relationships.
This is something people looking for WLW/sapphic works have commented on before; that background tagging can make up the majority of a day's updates in some pairing tags.
A month or two back, I saw a few people commenting on it regarding looking for Robin Buckley/Nancy Wheeler fics. Interested in what the numbers said, I did some basic analysis of a sample of most of the F/F tagged works (>,5000 works) in Stranger Things on AO3 and found a few things that did indicate a fair bit of background tagging. Tagging is tricky at times; ask a group of fans how they'd want a work to be tagged and you'd probably get so many conflicting responses that you'd leave the group still unsure how to tag your work. This really isn't meant to single out people for wrong tagging or anything of the sort; it's to highlight how it makes analysis of sapphic-focused works more difficult, especially in bigger fandoms. This is why I have not tagged any fandoms on this post as well. Note: The tag: #Cookies Sapphic Fandom Stats can be used to filter out or follow these types of posts.
All I Want for Christmas
Is fucking net neutrality back, and a properly regulated market.
Fuck being throttled, fuck phone and cable monopolies, fuck all that.
-is using Wisconsin Ad Project/Wesleyan Media Project, which is massive collection of campaign ads-
2000-2006: has FIPS, a standardized method of recording states and is used in pretty much any state level data, which I’m using in conjunction with airdates/date variable to drop all ads before primary dates because apparently someone thought it a good idea to just not have a variable for whether or not something was aired during a primary.
2008: Does not have FIPs OR state, just statdist (aka state + district), no primary date variable either. Also, date variable is in the wrong format and have to take several steps to convert into one that I can use for elimination of ads before a certain date.
2010: Does not have FIPs, requiring me to completely redo code to use state abbreviations instead. Still does not have a primary date variable.
2012-2014: has primary date variable, still no FIPs
- also remembers based on past experience also have to completely recode a bunch of data because they changed the coding scheme for attack/contrast/positive ads.
I hate using observational data.
Anyone else having this problem?
So heres the thing: i have all my cellphone stuff through sprint. Well, this morning has brought on a new frustration as far as my phone is concerned. My apps no longer want to work unless im connected to wifi. This only became a problem this morning and its really all kinds of frustrating. Yes mobile data is turned on and even when i turn wifi off none of them work. So...what gives? And can someone without getting all technological and shit please tell me how to fix this? I have people i can only contact on here and id rather not have my talks with them be limited. Thanks

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Work rant
Someone please just give me a map (with downloadable data) of these drinking watershed boundaries. I know y'all have them. WHY DOES THIS NEED TO BE DIFFICULT?
Data Protection for Personal Information
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Mod: "UGH!!!! THIS SUCKS!!!!!" *storms off*
Devonta: “…Mod’s data is slow, so you may have to excuse us if we can’t role play…. We really want to, it's our passion” Hana: “we will try our hardest to RP… It’s boring around here…” Devonta: “well… You found a way to ‘entertain’ yourself huh?” *giggles* Hana: “….wait… *blush* You didn’t tell them that did you?!” Devonta: “sure did, heh heh, it already has a few likes.” *teleported away* Hana: “gahh!!! N-no!! Get back here and tell me how to take it off!!!” *teleported after him*