#FatShaming, Twitter, 5/22/2020 2:38:57 PM, 227072


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#FatShaming_2020-05-22_03-56-03.xlsx
#FatShaming_2020-05-22_03-56-03.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 22, 2020
Short Description:
#FatShaming via NodeXL https://bit.ly/2LRIkVC
@deanna4congress
@steverustad1
@speakerpelosi
@w_terrence
@santiagomayer_
@realdonaldtrump
@shutupamanda
@lindamariarich2
@usnavymompa
@adi77993085

Top hashtags:
#fatshaming
#morbidlyobese
#wethepeople
#presidentplump

Description:
Description
The graph represents a network of 14,732 Twitter users whose recent tweets contained "#FatShaming", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 22 May 2020 at 11:15 UTC.

The tweets in the network were tweeted over the 2-day, 6-hour, 22-minute period from Tuesday, 19 May 2020 at 23:28 UTC to Friday, 22 May 2020 at 05:51 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 14732
Unique Edges : 19268
Edges With Duplicates : 2087
Total Edges : 21355
Number of Edge Types : 5
Retweet : 16815
MentionsInRetweet : 2677
Tweet : 1005
Mentions : 494
Replies to : 364
Self-Loops : 1067
Reciprocated Vertex Pair Ratio : 0.00130459740124198
Reciprocated Edge Ratio : 0.00260579528872212
Connected Components : 715
Single-Vertex Connected Components : 508
Maximum Vertices in a Connected Component : 13607
Maximum Edges in a Connected Component : 20104
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.078369
Graph Density : 8.84169989707539E-05
Modularity : 0.718084
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 14,732 Twitter users whose recent tweets contained "#FatShaming", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 22 May 2020 at 11:15 UTC.

The tweets in the network were tweeted over the 2-day, 6-hour, 22-minute period from Tuesday, 19 May 2020 at 23:28 UTC to Friday, 22 May 2020 at 05:51 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #FatShaming
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.politico.com/story/2015/12/trump-hate-216539
[11] https://robertpaulreyes.com/nancy-pelosi-wasnt-fat-shaming-fat-pig-trump-when-she-called-him-morbidly-obese/
[7] https://bioharmonycomplexplus.weebly.com/
[6] https://twitter.com/santiagomayer_/status/1262814966039539712
[5] https://twitter.com/DeAnna4Congress/status/1262876767804669954
[5] https://twitter.com/RealJamesWoods/status/1262856320098525184
[4] https://twitter.com/daph_ling/status/1262782121518575616
[4] http://www.amazon.com/Work-Song-Danielle-Allen-ebook/dp/B015NEIW52/ref=as_li_ss_il?ie=UTF8&linkCode=li2&tag=schgirbooblo-20&linkId=acdfe55695882757783dcc95ac1d188b
[4] https://twitter.com/maydaymindy9/status/1262851973650567169
[3] https://iamlaylataige.com/collections/trendy-face-mask/products/trendy-face-mask-periodt

Top URLs in Tweet in G1:
[2] https://twitter.com/DeAnna4Congress/status/1262876767804669954
[1] https://twitter.com/NanaLuvsShoes/status/1262879344201891840
[1] https://news.sky.com/story/trump-fat-shames-one-of-his-own-supporters-at-campaign-rally-11786887
[1] https://twitter.com/dad_darius/status/1262844094738427904
[1] https://twitter.com/maydaymindy9/status/1262851973650567169

Top URLs in Tweet in G2:
[2] https://twitter.com/ShutUpAmanda/status/1262820703776067584
[2] https://www.westernjournal.com/s/3OTk3
[1] https://www.teenvogue.com/story/nancy-pelosi-online-fat-shaming-firestorm-donald-trump-hydroxychloroquine
[1] https://www.usatoday.com/story/news/politics/onpolitics/2016/09/27/donald-trump-alicia-machado/91156610/
[1] https://www.msnbc.com/deadline-white-house/watch/nancy-pelosi-gives-trump-a-dose-of-his-own-medicine-83706949961
[1] https://twitter.com/melissablake/status/1262870391959191552
[1] https://twitter.com/solomongrundy6/status/1262712338957742081
[1] https://twitter.com/solomongrundy6/status/1262013619455180811
[1] https://twitter.com/maydaymindy9/status/1262851973650567169
[1] https://twitter.com/DCdebbie/status/1262838587063775242

Top URLs in Tweet in G3:
[1] https://twitter.com/hugolowell/status/1262844916394328070
[1] https://twitter.com/presidentstuff/status/1262843074771775488

Top URLs in Tweet in G4:
[5] https://twitter.com/RealJamesWoods/status/1262856320098525184
[3] https://twitter.com/daph_ling/status/1262782121518575616
[3] https://twitter.com/BHerringDMA/status/1262806453817090048
[2] https://dailycaller.com/2020/05/19/greg-gutfeld-juan-williams-hydroxychloroquine/
[2] https://twitter.com/sondro406/status/1262797415867772938
[2] https://twitter.com/RandyRRQuaid/status/1262784604001443847
[2] https://twitter.com/Daytobehappy/status/1262577086398631939
[1] https://medium.com/@emajian/on-the-perils-of-publicly-pronouncing-portliness-9e6832137de?source=linkShare-701adcd8a8e0-1590107761&_branch_match_id=link-792176244729369009
[1] https://danceswithfat.org/2020/05/20/yes-nancy-pelosi-was-fat-shaming-no-it-wasnt-ok/
[1] https://twitter.com/morningmika/status/1263114140853428233

Top URLs in Tweet in G5:
[3] https://twitter.com/JoeTalkShow/status/1262800678260441088
[3] https://twitter.com/JoeTalkShow/status/1262870950749577218
[2] https://twitter.com/magatrumpusa45/status/1262924649031221250
[1] https://twitter.com/JRubinBlogger/status/1263116378040606720
[1] https://twitter.com/Italianmike/status/1262803699291783168

Top URLs in Tweet in G6:
[1] https://www.citizensforethics.org/trump-removed-watchdog-investigating-elaine-chao-mcconnell-vetted-replacement/
[1] https://thehill.com/homenews/house/498499-max-rose-slams-wh-decision-to-end-national-guard-deployments-before-they-can
[1] https://www.businessinsider.com/trump-refusing-to-unveil-obama-portrait-at-the-white-house-2020-5
[1] https://slate.com/news-and-politics/2020/05/national-guard-deployments-to-fight-coronavirus-will-end-day-before-benefits-kick-in.html
[1] https://www.businessinsider.com/norma-mccorvey-jane-roe-was-paid-to-publicly-campaign-against-abortion-2020-5

Top URLs in Tweet in G7:
[1] https://twitter.com/AlbertLee2020/status/1262793111677202434
[1] https://twitter.com/ShahidForChange/status/1262935944266563585
[1] https://twitter.com/proudsocialist/status/1262856787356606464
[1] https://twitter.com/thehill/status/1262911165379891207

Top URLs in Tweet in G8:
[4] https://twitter.com/santiagomayer_/status/1262814966039539712
[3] https://twitter.com/deanna4congress/status/1262876767804669954
[3] https://twitter.com/DeAnna4Congress/status/1262876767804669954
[2] https://twitter.com/maydaymindy9/status/1262851973650567169
[2] https://www.youtube.com/watch?v=oyTjt_idxL0&feature=youtu.be

[2] https://www.lifenews.com/2020/04/27/planned-parenthood-ceo-killing-babies-is-great-banning-abortions-is-unconscionable/#.XsSYgnvvqZL.twitter
[2] https://www.ebay.com/itm/254602078849
[2] https://www.ebay.com/itm/254602068664
[2] https://www.ebay.com/itm/254601361807
[2] https://www.fiverr.com/passive5/professionally-write-proofread-cryptocurrency-blockchain-ico-whitepaper?ref_ctx_id=6a15a16c-4b98-4295-ae00-ae96a6e755a0

Top URLs in Tweet in G10:
[2] https://www.thesun.co.uk/news/9852807/donald-trump-tiffany-overweight-poem/
[1] https://www.youtube.com/watch?v=7knPYg5S4hY&feature=youtu.be

[1] https://twitter.com/mysterysolvent/status/1262862431421968384
[1] https://www.insideedition.com/omarosa-says-president-trump-would-make-disparaging-comments-about-tiffany-55709

Top Domains
Top Domains in Tweet in Entire Graph:
[162] twitter.com
[23] youtube.com
[14] politico.com
[13] pscp.tv
[11] robertpaulreyes.com
[7] weebly.com
[6] ebay.com
[5] amazon.com
[4] thehill.com
[3] iamlaylataige.com

Top Domains in Tweet in G1:
[5] twitter.com
[1] sky.com

Top Domains in Tweet in G2:
[10] twitter.com
[2] westernjournal.com
[1] teenvogue.com
[1] usatoday.com
[1] msnbc.com
[1] youtube.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[43] twitter.com
[2] dailycaller.com
[1] medium.com
[1] danceswithfat.org
[1] cnn.com
[1] thehill.com
[1] refinery29.com
[1] usatoday.com
[1] nbcnews.com
[1] mediamatters.org

Top Domains in Tweet in G5:
[10] twitter.com

Top Domains in Tweet in G6:
[2] businessinsider.com
[1] citizensforethics.org
[1] thehill.com
[1] slate.com

Top Domains in Tweet in G7:
[4] twitter.com

Top Domains in Tweet in G8:
[52] twitter.com
[13] youtube.com
[6] ebay.com
[2] theguardian.com
[2] lifenews.com
[2] fiverr.com
[1] cultinfos.com
[1] nytimes.com
[1] inquirer.com
[1] harvard.edu

Top Domains in Tweet in G10:
[2] co.uk
[1] youtube.com
[1] twitter.com
[1] insideedition.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7613] fatshaming
[1673] morbidlyobese
[902] wethepeople
[885] presidentplump
[664] maga
[438] girthcertificate
[265] girthermovement
[246] nancypelosi
[214] medicareforall
[162] trumpismorbidlyobese



Top Hashtags in Tweet in G1:
[182] fatshaming
[26] morbidlyobese
[14] presidentplump
[12] unpopularopinion
[12] weight
[6] wethepeople
[4] momsicecream
[4] believeallwomen
[3] obamagate
[3] nastynancy

Top Hashtags in Tweet in G2:
[2384] fatshaming
[548] maga
[485] presidentplump
[397] girthcertificate
[122] morbidlyobese
[88] unpopularopinion
[88] weight
[29] girthermovement
[25] nancypelosi
[13] trumpismorbidlyobese

Top Hashtags in Tweet in G3:
[172] fatshaming
[33] trumpismorbidlyobese
[25] presidentplump
[20] girthcertificate
[18] girthermovement
[16] maga
[9] trumpdeathtoll92k
[9] morbidlyobesetrump
[9] obesegate
[9] presidentobama

Top Hashtags in Tweet in G4:
[883] wethepeople
[545] fatshaming
[61] morbidlyobese
[42] hydroxychloroquine
[22] bluemaga
[15] presidentplump
[12] presidentmorbidlyobese
[10] pelosi
[9] krispykreme
[9] trumpismorbidlyobese

Top Hashtags in Tweet in G5:
[1313] morbidlyobese
[174] fatshaming
[16] nancypelosi
[7] stacyheyheyheybrams
[5] maga
[4] trumpismorbidlyobese
[4] presidentplump
[3] wethepeople
[3] trump
[3] democrats

Top Hashtags in Tweet in G6:
[975] fatshaming
[42] maga
[14] presidentplump
[7] girthcertificate
[4] trumpismorbidlyobese
[2] unpopularopinion
[2] weight
[1] hydroxychloriquine
[1] morbidlyobese
[1] gopcorruptionovercountry

Top Hashtags in Tweet in G7:
[620] fatshaming
[204] medicareforall
[22] presidentplump
[19] plumptrump
[19] trumpmorbidlyobese
[10] unpopularopinion
[10] weight
[10] bluemaga
[8] trumpismorbidlyobese
[4] morbidlyobese

Top Hashtags in Tweet in G8:
[573] fatshaming
[42] trumpismorbidlyobese
[34] morbidlyobese
[27] presidentplump
[18] covid19
[10] trump
[10] maga
[8] metoo
[7] trumpmorbidlyobese
[7] girthermovement

Top Hashtags in Tweet in G9:
[203] fatshaming
[7] wethepeople
[3] morbidlyobese

Top Hashtags in Tweet in G10:
[228] fatshaming
[5] morbidlyobese
[4] presidentplump
[3] girthcertificate
[2] girthermovement
[2] nancypelosi
[2] onlyinamerica
[2] maga
[1] pelosi
[1] trumppandemic

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[3195] #fatshaming
[3085] democrats
[2707] trump
[2704] obese
[2687] morbidly
[2667] okay
[2661] imagine
[2659] referred
[2658] donald
[2658] lady

Top Words in Tweet in G2:
[3689] #fatshaming
[2266] trump
[1472] obese
[1082] #presidentplump
[918] people
[888] realdonaldtrump
[875] know
[820] calls
[800] morbidly
[786] #morbidlyobese

Top Words in Tweet in G3:
[3182] #fatshaming
[2919] gop
[2752] #trumpdeathtoll92k
[2409] #girthermovement
[2096] americans
[2095] died
[2053] #trumpismorbidlyobese
[1759] trump
[1723] #costco
[1720] susan

Top Words in Tweet in G4:
[1794] #fatshaming
[1226] speakerpelosi
[1165] morbidly
[956] right
[908] house
[902] speaker
[892] old
[889] work
[888] instead
[886] lying

Top Words in Tweet in G5:
[2608] nancy
[1597] #fatshaming
[1535] obese
[1420] trump
[1314] #morbidlyobese
[1313] made
[1305] president
[1304] skin
[1304] call
[1304] dems

Top Words in Tweet in G6:
[1109] #fatshaming
[932] obese
[925] morbidly
[893] medical
[889] miss
[889] piggy
[889] try
[888] term
[888] please
[888] guess

Top Words in Tweet in G7:
[763] #fatshaming
[704] trump
[462] people
[321] pelosi
[307] #medicareforall
[250] obese
[248] calling
[223] talking
[222] weight
[218] lose

Top Words in Tweet in G8:
[578] #fatshaming
[177] fat
[99] people
[97] trump
[60] obese
[46] weight
[45] #trumpismorbidlyobese
[44] morbidly
[42] shaming
[39] being

Top Words in Tweet in G9:
[238] #fatshaming
[204] president
[201] idgaf
[201] libs
[201] stupid
[201] phrase
[201] btw
[201] shameful
[201] easily
[201] triggered

Top Words in Tweet in G10:
[242] #fatshaming
[200] obese
[196] morbidly
[188] medical
[184] term
[180] people
[179] try
[175] called
[174] literally
[174] whale

Top Word Pairs
Top Word Pairs in Tweet in G2:
[2680] morbidly,obese
[2666] #fatshaming,realdonaldtrump
[2660] step,scale
[2658] know,#fatshaming
[2658] realdonaldtrump,entirely
[2658] entirely,appropriate
[2658] appropriate,obese
[2658] obese,hypocrite
[2658] hypocrite,constantly
[2658] constantly,shames

Top Word Pairs in Tweet in G3:
[800] americans,died
[613] susan,rice
[566] mark,kelly
[565] #costco,#fatshaming
[565] #girthermovement,#trumpdeathtoll92k
[565] #trumpdeathtoll92k,susan
[565] matt,lauer
[565] #trumpismorbidlyobese,#girthermovement
[565] 000,americans
[564] died,benghazi

Top Word Pairs in Tweet in G4:
[2092] speaker,house
[1720] morbidly,old
[1476] old,lushes
[1370] lushes,work
[1370] work,#wethepeople
[1367] #wethepeople,instead
[1337] instead,collect
[1289] collect,paycheck
[1047] paycheck,habitually
[1046] habitually,lying

Top Word Pairs in Tweet in G5:
[884] #fatshaming,nancy
[883] plastic,face
[883] skin,bones
[883] bones,nancy
[883] nancy,nerves
[883] nerves,call
[883] call,president
[883] president,trump
[883] trump,#morbidlyobese
[883] #morbidlyobese,near

Top Word Pairs in Tweet in G6:
[1303] morbidly,obese
[1302] miss,piggy
[1301] obese,medical
[1301] medical,term
[1301] term,miss
[1301] piggy,#fatshaming
[1301] #fatshaming,please
[1301] please,try
[1301] try,guess
[1301] americans,died

Top Word Pairs in Tweet in G7:
[925] sincere,concern
[889] calling,trump
[888] beat,trump
[888] instead,talking
[888] going,beat
[888] trump,centrists
[888] centrists,#fatshaming
[888] #fatshaming,progressives
[888] progressives,#medicareforall
[46] #medicareforall,american

Top Word Pairs in Tweet in G8:
[208] morbidly,obese
[205] fat,shaming
[204] #fatshaming,trending
[203] fat,people
[203] #fatshaming,#trumpismorbidlyobese
[203] medical,term
[203] #morbidlyobese,#fatshaming
[203] being,fat
[203] nancy,pelosi
[203] lose,weight

Top Word Pairs in Tweet in G9:
[44] idgaf,libs
[30] libs,#fatshaming
[17] #fatshaming,president
[17] president,stupid
[16] stupid,phrase
[14] phrase,btw
[14] btw,shameful
[13] shameful,easily
[13] easily,triggered
[10] triggered,lib

Top Word Pairs in Tweet in G10:
[201] morbidly,obese
[201] medical,term
[201] obese,medical
[201] term,try
[201] try,spin
[201] spin,#fatshaming
[201] #fatshaming,insult
[201] insult,people
[201] people,literally
[201] literally,called

Top Replied-To
Top Replied-To in Entire Graph:
@speakerpelosi
@santiagomayer_
@daph_ling
@deanna4congress
@vfl2013
@directorcss
@realdonaldtrump
@w_terrence
@realjameswoods
@iskandrah

Top Replied-To in G1:
@deanna4congress
@harlan
@dailycaller
@iskandrah
@errolwebber
@shutupamanda
@megan80380686

Top Replied-To in G2:
@daph_ling
@directorcss
@realdonaldtrump
@maydaymindy9
@presidentstuff
@jamesrussell88
@timcast
@dailycaller
@deanna4congress
@shutupamanda

Top Replied-To in G3:
@hallbowski23

Top Replied-To in G4:
@speakerpelosi
@vfl2013
@realjameswoods
@moab91276851
@breitbartnews
@mitchellreports
@msnbc
@sam_vinograd
@no_silenced
@deanna4congress

Top Replied-To in G5:
@w_terrence
@magatrumpusa45
@deanna4congress
@realbobbyfox
@lindaofnm1
@realdonaldtrump
@jakkiisaid
@annksterzinger
@thebadpun_isher

Top Replied-To in G6:
@santiagomayer_
@shutupamanda

Top Replied-To in G7:
@iskandrah
@proudsocialist
@albertlee2020
@wolfe7120
@saragonzalestx
@senschumer
@baltimorevery
@daph_ling

Top Mentioned
Top Mentioned in Entire Graph:
@speakerpelosi
@realdonaldtrump
@rosie
@cnn
@potus
@staceyabrams
@dahonestypolicy
@pelosi
@joebiden
@lasoncini

Top Mentioned in G1:
@speakerpelosi
@christinepelosi
@realdonaldtrump
@alt1j
@washingtonpost
@deanna4congress

Top Mentioned in G2:
@realdonaldtrump
@speakerpelosi
@rosie
@myartsells
@gop
@gardeniacoast
@prisonplanet
@tomp2010
@usmc
@realmecclone

Top Mentioned in G3:
@speakerpelosi
@realdonaldtrump

Top Mentioned in G4:
@speakerpelosi
@realdonaldtrump
@cnn
@potus
@staceyabrams
@teampelosi
@jerrynadler
@becca_hamby
@drcraigwax
@sfpelosi

Top Mentioned in G5:
@speakerpelosi
@realdonaldtrump
@cnn
@w_terrence

Top Mentioned in G6:
@speakerpelosi

Top Mentioned in G7:
@gop
@shahidforchange
@speakerpelosi
@albertlee2020
@realdonaldtrump
@saragonzalestx
@proudsocialist
@senatemajldr

Top Mentioned in G9:
@speakerpelosi

Top Mentioned in G10:
@speakerpelosi

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jojokejohn
@sgh_rts
@jim_peoples_
@immoralreport
@joefreedomlove
@raybae689
@cagney1991
@sharneal
@ez4u2say_janis

Top Tweeters in G1:
@raybae689
@soniaerasmus
@qbankendy
@veram43395421
@mitchiepoo46
@miller_gwen
@shirleyringuet5
@texasfreedom101
@jimpolk
@cssueta

Top Tweeters in G2:
@stockguy61
@denniskoch10
@hijcp
@joekoffee
@billieo2
@kath2252
@cherokeenative3
@hockeyfangirl12
@noholidayforgop
@mjohnso27

Top Tweeters in G3:
@cagney1991
@manmet80
@grandpooba5440
@kstreet111
@marthalynneowe1
@phendricks71
@gpwriter
@astraea_styx
@teram323tere
@satirist_indian

Top Tweeters in G4:
@jim_peoples_
@isidormeyer1
@miltonespinozaf
@debrammason1
@jver1
@thehill
@jtblogs
@tammywalt61
@dianabialkowski
@nahbabynah

Top Tweeters in G5:
@joefreedomlove
@truckerbooman
@rentonmagauk
@laridor1
@superyayadize
@jjwills2
@brandonjlandry
@consmover
@freedomconnect_
@jimboazil

Top Tweeters in G6:
@ez4u2say_janis
@menabster
@politicalbee
@anthonybourque
@trump_enemy
@jcmarbury
@cmarpa
@bellablue1060
@johnapp63499667
@kcolaizzo

Top Tweeters in G7:
@jojokejohn
@drdaveanddee
@rachel_mcrea
@ggg_says
@senseof_outrage
@ajgma
@lauschjack
@godandthebear
@pookietooth
@mobygrapefan

Top Tweeters in G8:
@otakudante
@buzzinsolitefr
@juliacsk
@charley_ck14
@twilightseven
@boboatti
@nien_nunb
@ruthereal
@jjraegirl
@rainbojangles

Top Tweeters in G9:
@sharneal
@realbethneale
@jonesysheart
@pocono_mtn
@bfraser747
@memphisgrits2
@briandotwalker
@sedonasurf
@closer1775
@jmilkorepub

Top Tweeters in G10:
@bkindngood
@jamestoupin
@windmillcharger
@micjojd
@jocowboys87
@joshuajreynold1
@cherkalleck
@brightlight46
@jill_gregory
@stablegeniusinc