#notokay, Twitter, 1/16/2021 6:19:27 PM, 245764


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#notokay_2021-01-16_03-25-43.xlsx
#notokay_2021-01-16_03-25-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2021
Short Description:
#notokay via NodeXL https://bit.ly/3qp0eBq
@ctffce
@oectaprov
@oectaprez
@deputychow
@nlteachersassoc
@trentlangdonnl
@albertateachers
@lina_amico
@justice_zen
@endeavoringfam

Top hashtags:
#notokay
#polymtl
#44536
#ouractionsmatter
#sad
#abed
#wtf
#crying
#abuse

Description:
Description
The graph represents a network of 1,330 Twitter users whose tweets in the requested range contained "#notokay", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 January 2021 at 11:26 UTC.

The requested start date was Saturday, 16 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 75-day, 12-hour, 8-minute period from Sunday, 01 November 2020 at 02:44 UTC to Friday, 15 January 2021 at 14:53 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 : 1330
Unique Edges : 810
Edges With Duplicates : 926
Total Edges : 1736
Number of Edge Types : 5
Retweet : 417
MentionsInRetweet : 451
Tweet : 500
Replies to : 171
Mentions : 197
Self-Loops : 507
Reciprocated Vertex Pair Ratio : 0.00523560209424084
Reciprocated Edge Ratio : 0.0104166666666667
Connected Components : 613
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 154
Maximum Edges in a Connected Component : 343
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.022095
Graph Density : 0.000434494814915392
Modularity : 0.545487
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,330 Twitter users whose tweets in the requested range contained "#notokay", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 January 2021 at 11:26 UTC.

The requested start date was Saturday, 16 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 75-day, 12-hour, 8-minute period from Sunday, 01 November 2020 at 02:44 UTC to Friday, 15 January 2021 at 14:53 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 : GraphServerTwitterSearch
Graph Term : #notokay
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:
[13] https://www.instagram.com/accounts/login/
[3] https://unmincedwords.com/
[2] http://theproudliberal.org/sworn-testimony-from-trump-rape-case-released-and-its-bad-news-for-trump/
[1] https://twitter.com/8tzhj/status/1349828103124643842
[1] https://twitter.com/PrisonPlanet/status/1349776576582397952
[1] https://www.washingtonpost.com/dc-md-va/2021/01/14/secret-service-bathroom-ivanka-trump-jared-kushner/
[1] https://twitter.com/TomEngel18/status/1349508438166958080
[1] https://twitter.com/karliwithakay/status/1346239100924301312
[1] https://vibs.org/
[1] https://twitter.com/rebeccachandle1/status/1330025936985747456

Top URLs in Tweet in G1:
[11] https://www.instagram.com/accounts/login/
[3] https://unmincedwords.com/
[2] http://theproudliberal.org/sworn-testimony-from-trump-rape-case-released-and-its-bad-news-for-trump/
[1] https://twitter.com/itsbrittcasey/status/528353832485814272
[1] https://twitter.com/jaketapper/status/1322714071293153289
[1] https://twitter.com/bmeiselas/status/1322736746937737216
[1] https://twitter.com/Laurie_Garrett/status/1322737835456319488
[1] https://twitter.com/zaynreport/status/1322779694916317184
[1] https://twitter.com/thecaravanindia/status/1322487816777916416
[1] http://bancodeseries.com.br/index.php?action=se&serieid=10439&episode=4&type=

Top URLs in Tweet in G2:
[1] https://youtu.be/2gjmsDe2b70

Top URLs in Tweet in G3:
[1] https://twitter.com/VancouverPD/status/1328469586040254465
[1] https://twitter.com/VancouverPD/status/1332017187595358209
[1] https://twitter.com/BehindBlueLine/status/1333774352739799046
[1] https://twitter.com/kris_sims/status/1334022339923611649
[1] https://twitter.com/UrethraFranken/status/1336562433607909377

Top URLs in Tweet in G5:
[1] https://twitter.com/rebeccachandle1/status/1330025936985747456
[1] https://twitter.com/davidmweissman/status/1324359686850781185
[1] https://twitter.com/jennycohn1/status/1325137374217555969
[1] https://twitter.com/projectlincoln/status/1326248138072596480
[1] https://twitter.com/bobbo80/status/1344077103927414785
[1] https://twitter.com/stoptweetingmia/status/1340871628821958656
[1] https://twitter.com/bdavis06516/status/1334481523320512512
[1] https://twitter.com/kimKBaltimore/status/1327902117776871425
[1] Https://www.cnn.com/2020/10/31/politics/biden-bus-2020-campaign-texas-trump-supporters/index.html

Top URLs in Tweet in G6:
[1] https://twitter.com/donwinslow/status/1327478318371799040

Top URLs in Tweet in G9:
[1] https://outofmymind.cc/i-cant-keep-silent-about-what-happened-today/

Top URLs in Tweet in G10:
[1] https://twitter.com/shawnbarney/status/1347162087395569672

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[817] notokay
[44] polymtl
[42] 44536
[41] ouractionsmatter
[20] sad
[16] abed
[15] wtf
[12] crying
[11] abuse
[10] cosmiclovemessages



Top Hashtags in Tweet in G1:
[418] notokay
[12] sad
[10] crying
[9] awareness
[8] eatingdisorders
[7] depression
[6] wtf
[6] wednesday
[6] stop
[5] instagram

Top Hashtags in Tweet in G2:
[43] polymtl
[24] notokay
[21] 12/6/2021 12:00:00 AM
[20] ouractionsmatter
[16] abed
[2] ndravaw
[1] ableg
[1] 16daysofactivism
[1] endgbv
[1] myactionsmatter

Top Hashtags in Tweet in G3:
[8] notokay
[6] 16daysofactivism
[1] pros
[1] ambushed
[1] initforeveryone
[1] priceforpublicsafety
[1] itswhatwedo
[1] leger
[1] communitymatters

Top Hashtags in Tweet in G4:
[3] 12/6/2021 12:00:00 AM
[3] ouractionsmatter
[3] notokay
[2] endvaw
[1] polymtl
[1] nosgestescomptent
[1] 6décembre
[1] pascorrect

Top Hashtags in Tweet in G5:
[18] notokay
[4] dorsey
[2] twittercensorship
[1] covid19
[1] science
[1] accountability
[1] unfit
[1] twitter
[1] criminals
[1] maskup

Top Hashtags in Tweet in G6:
[6] notokay
[2] disgusting
[1] notfunny
[1] notcute
[1] dobetter
[1] neverbsilent
[1] corruption
[1] humantrafficking
[1] kidnapcase
[1] baltimore

Top Hashtags in Tweet in G7:
[2] notokay

Top Hashtags in Tweet in G8:
[18] ouractionsmatter
[18] 12/6/2021 12:00:00 AM
[18] notokay

Top Hashtags in Tweet in G9:
[1] notokay

Top Hashtags in Tweet in G10:
[1] notokay

Top Words
Top Words in Tweet in Entire Graph:
[816] #notokay
[161] violence
[138] against
[137] women
[115] last
[109] deputychow
[100] night
[98] action
[96] day
[92] ctffce

Top Words in Tweet in G1:
[417] #notokay
[50] okay
[19] really
[17] one
[17] people
[14] need
[14] year
[13] someone
[12] today
[12] #sad

Top Words in Tweet in G2:
[91] ctffce
[86] violence
[66] action
[65] against
[65] women
[44] take
[43] never
[43] commit
[43] condone
[43] remain

Top Words in Tweet in G3:
[109] deputychow
[82] last
[75] officers
[64] night
[49] continue
[49] see
[49] violent
[49] shoplifters
[49] hitting
[49] retail

Top Words in Tweet in G4:
[59] women
[58] day
[38] violence
[31] action
[31] against
[30] national
[30] remembrance
[30] remember
[28] oectaprov
[28] 14

Top Words in Tweet in G5:
[18] #notokay
[8] realdonaldtrump
[6] jack
[4] #dorsey
[4] joebiden
[3] correct
[3] kamalaharris
[2] promoting
[2] election
[2] aoc

Top Words in Tweet in G6:
[6] #notokay
[3] speakerpelosi
[2] #disgusting
[2] more
[2] chriscuomo
[2] nytimes

Top Words in Tweet in G7:
[20] 3degreesrn
[20] actually
[20] sobbed
[20] during
[20] pandemic
[20] until
[20] last
[20] night
[20] dad
[20] ssy

Top Words in Tweet in G8:
[18] let's
[18] part
[18] solution
[18] end
[18] gender
[18] based
[18] violence
[18] #ouractionsmatter
[18] #december6
[18] #notokay

Top Words in Tweet in G9:
[15] keep
[15] silent
[15] happened
[15] today
[15] message
[15] church
[15] christians
[15] everywhere
[15] read
[14] bencachiaras

Top Words in Tweet in G10:
[13] doubt
[13] shawnbarney
[13] reprehensible
[13] conduct
[13] participation
[13] efforts
[13] destroy
[13] republic
[12] teamkcp
[11] denounced

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[97] violence,against
[97] against,women
[74] last,night
[53] national,day
[53] day,remembrance
[53] remembrance,action
[53] action,violence
[49] continue,see
[49] see,violent
[49] violent,shoplifters

Top Word Pairs in Tweet in G1:
[7] #awareness,#eatingdisorders
[6] okay,#notokay
[5] #sad,#notokay
[4] okay,okay
[4] again,#notokay
[4] #notokay,#crying
[4] #anxiety,#notokay
[4] #notokay,#instadaily
[4] #instadaily,#dark
[4] change,mind

Top Word Pairs in Tweet in G2:
[65] violence,against
[65] against,women
[44] take,action
[43] never,commit
[43] commit,condone
[43] condone,remain
[43] remain,silent
[43] silent,violence
[43] women,girls
[43] girls,take

Top Word Pairs in Tweet in G3:
[51] last,night
[49] continue,see
[49] see,violent
[49] violent,shoplifters
[49] shoplifters,hitting
[49] hitting,retail
[49] retail,stores
[49] stores,multiple
[49] multiple,times
[49] times,daily

Top Word Pairs in Tweet in G4:
[31] violence,against
[31] against,women
[30] national,day
[30] day,remembrance
[30] remembrance,action
[30] action,violence
[28] day,national
[28] women,remember
[28] remember,14
[28] 14,women

Top Word Pairs in Tweet in G5:
[4] jack,#dorsey
[3] #dorsey,jack
[2] violence,#notokay
[2] realdonaldtrump,#notokay
[2] joebiden,kamalaharris

Top Word Pairs in Tweet in G7:
[20] actually,sobbed
[20] sobbed,during
[20] during,pandemic
[20] pandemic,until
[20] until,last
[20] last,night
[20] night,dad
[20] ssy,taking
[20] taking,zoloft
[19] havenâ,actually

Top Word Pairs in Tweet in G8:
[18] let's,part
[18] part,solution
[18] solution,end
[18] end,gender
[18] gender,based
[18] based,violence
[18] violence,#ouractionsmatter
[18] #ouractionsmatter,#december6
[18] #december6,#notokay
[17] nlteachersassoc,let's

Top Word Pairs in Tweet in G9:
[15] keep,silent
[15] silent,happened
[15] happened,today
[15] today,message
[15] message,church
[15] church,christians
[15] christians,everywhere
[15] everywhere,read
[10] canâ,keep
[9] bencachiaras,canâ

Top Word Pairs in Tweet in G10:
[13] doubt,shawnbarney
[13] shawnbarney,reprehensible
[13] reprehensible,conduct
[13] conduct,participation
[13] participation,efforts
[13] efforts,destroy
[13] destroy,republic
[12] teamkcp,doubt
[11] republic,denounced
[2] republic,denouncedâ

Top Replied-To
Top Replied-To in Entire Graph:
@jack
@aoc
@att
@realdonaldtrump
@halsey
@xfinitymobile
@wish
@warnerbros
@disneyplus
@voice_stolen

Top Replied-To in G3:
@deputychow

Top Replied-To in G5:
@jack
@realdonaldtrump
@aoc
@georgetakei
@claudia__83
@projectlincoln
@thehill
@joebiden
@kamalaharris
@katyvotingblue

Top Replied-To in G6:
@stemthebleeding
@bidenharrishats
@aoc
@nytimes
@gina_velong

Top Replied-To in G7:
@3degreesrn

Top Mentioned
Top Mentioned in Entire Graph:
@deputychow
@ctffce
@oectaprov
@3degreesrn
@nlteachersassoc
@albertateachers
@bencachiaras
@teamkcp
@kerryo71
@delomelo13

Top Mentioned in G1:
@krdemct
@loveforall24
@unminced_words

Top Mentioned in G2:
@ctffce
@albertateachers
@ctf_fce_pres
@nlteachersassoc

Top Mentioned in G3:
@deputychow

Top Mentioned in G4:
@oectaprov
@nwtta
@ctffce
@hpsecondary

Top Mentioned in G5:
@realdonaldtrump
@joebiden
@kamalaharris
@hamillhimself
@davidmweissman
@drbiden
@aoc
@berniesanders
@barackobama
@projectlincoln

Top Mentioned in G6:
@speakerpelosi
@chriscuomo
@elwasson
@cnnbrk
@donlemon
@baltimoresun
@vanitaguptacr
@thereidout
@abcworldnews
@nytimes

Top Mentioned in G7:
@3degreesrn

Top Mentioned in G8:
@nlteachersassoc

Top Mentioned in G9:
@bencachiaras

Top Mentioned in G10:
@teamkcp
@rousesmarkets

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@asos_heretohelp
@solutioneer72
@delta
@southwestair
@thehill
@tacobell
@jilevin
@rosstell
@codegnuts

Top Tweeters in G1:
@loveforall24
@wwxfirt
@michaeltjasper
@fluffjins
@r_3_g_i_n_a
@nerdy_nelly
@unfuqwitubble
@careyjimzz
@universe053
@jingayx_x

Top Tweeters in G2:
@jeffperera
@darwinlass
@carolcampbell4
@annejw92
@peggybe_oonujut
@ericharvieschl
@oectahawk
@sswackhammer
@hirschw1
@63querencia

Top Tweeters in G3:
@allan_crawshaw
@kathleerowlands
@otohp
@alianally
@feezydoesit
@alexbc997
@sera188
@miamartinaworld
@edlunderic
@libertybk

Top Tweeters in G4:
@pennyjth
@jamesjjryan
@oectaprov
@angelagillis
@p_undering
@vickiemorgado1
@scottlafreniere
@oectaprez
@pdubb218
@hpsecondary

Top Tweeters in G5:
@thehill
@davidmweissman
@georgetakei
@realdonaldtrump
@claudia__83
@katyvotingblue
@jeclarkrealtor
@jack
@hamillhimself
@berniesanders

Top Tweeters in G6:
@nytimes
@washingtonpost
@baltimoresun
@abcworldnews
@chriscuomo
@thereidout
@cnnbrk
@elwasson
@stemthebleeding
@donlemon

Top Tweeters in G7:
@dancindoti
@nickstevenson63
@davidgaliel
@kristinaabusch
@flowerofmemory
@msnashville
@webb0412
@talmyr
@profamye
@s_k_63

Top Tweeters in G8:
@chillywhillynl
@vocmhart
@russellstockley
@i_can_has_books
@mrbrodymorrison
@gaberyan
@therobinsonread
@gloriapynn
@lindaleehart
@clearyhaire

Top Tweeters in G9:
@garys82767
@bobsmorales
@belebahauser
@bencachiaras
@pckaufma
@sean_cole
@blaws6
@ttjackson
@lindahooker17
@marquejensen

Top Tweeters in G10:
@solutioneer72
@bjcrochet
@lovenola4ever
@robanderson2018
@snuneznm
@aarlenec
@teamkcp
@stephenhandwerk
@dorismoffet
@rousesmarkets


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