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#WashTheHate OR @WashTheHate_2020-08-01_01-57-09.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 01, 2020
Short Description:
#WashTheHate OR @WashTheHate via NodeXL https://bit.ly/3191Ns7
@sagaftra
@curtisschin
@kenjeong
@washthehate
@wrapitupharder
@acttochange
@craddock_ellis
@osricchau
@andreaannwalter
@carrieanninaba

Top hashtags:
#washthehate
#sagaftramembers
#sagaftra
#healthnothate

Description:
Description
The graph represents a network of 476 Twitter users whose tweets in the requested range contained "#WashTheHate OR @WashTheHate", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 01 August 2020 at 08:57 UTC.

The requested start date was Saturday, 01 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 19-hour, 3-minute period from Saturday, 18 July 2020 at 08:41 UTC to Thursday, 30 July 2020 at 03:45 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 : 476
Unique Edges : 387
Edges With Duplicates : 848
Total Edges : 1235
Number of Edge Types : 5
Replies to : 35
Mentions : 233
Retweet : 352
MentionsInRetweet : 539
Tweet : 76
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.0291545189504373
Reciprocated Edge Ratio : 0.056657223796034
Connected Components : 33
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 413
Maximum Edges in a Connected Component : 1168
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.185714
Graph Density : 0.00312251216275984
Modularity : 0.443636
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 476 Twitter users whose tweets in the requested range contained "#WashTheHate OR @WashTheHate", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 01 August 2020 at 08:57 UTC.

The requested start date was Saturday, 01 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 19-hour, 3-minute period from Saturday, 18 July 2020 at 08:41 UTC to Thursday, 30 July 2020 at 03:45 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 : #WashTheHate OR @WashTheHate
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:
[19] https://twitter.com/curtisschin/status/1287554494494994439?s=21
[18] https://www.youtube.com/watch?v=nyXccmgPIcc&feature=youtu.be

[18] https://www.youtube.com/watch?v=Hnkl7Ax1m2c&feature=youtu.be

[13] https://twitter.com/realdonaldtrump/status/1285299379746811915
[9] https://twitter.com/sagaftra/status/1285640396798865408
[7] https://www.youtube.com/watch?v=Hnkl7Ax1m2c

[5] https://www.youtube.com/watch?v=nyXccmgPIcc

[5] https://docs.google.com/forms/u/1/d/12SWUkxACynynAZefRW63I-NKfb00ZeW0nuvAq9wpq6I/edit?usp=drive_web
[4] https://twitter.com/sagaftra/status/1286369880581660677
[4] https://twitter.com/carrieanninaba/status/1286105714188881920

Top URLs in Tweet in G1:
[13] https://twitter.com/realdonaldtrump/status/1285299379746811915
[4] https://www.youtube.com/watch?v=Hnkl7Ax1m2c

[3] https://www.youtube.com/watch?v=Hnkl7Ax1m2c&feature=youtu.be

[2] https://twitter.com/sagaftra/status/1285640396798865408
[1] https://www.youtube.com/watch?v=ZNeAUbo1KfI&feature=youtu.be

[1] https://www.instagram.com/accounts/login/?next=/tv/CC7IM9QJO6o/%3Figshid%3D1udendjv316uj

Top URLs in Tweet in G2:
[19] https://twitter.com/curtisschin/status/1287554494494994439?s=21
[18] https://www.youtube.com/watch?v=nyXccmgPIcc&feature=youtu.be

[5] https://www.youtube.com/watch?v=nyXccmgPIcc

[5] https://www.youtube.com/watch?v=Hnkl7Ax1m2c&feature=youtu.be

[5] https://docs.google.com/forms/u/1/d/12SWUkxACynynAZefRW63I-NKfb00ZeW0nuvAq9wpq6I/edit?usp=drive_web
[2] https://www.weareresonate.com/2020/07/washthehate-ken-jeong-and-lucy-liu-join-campaign-combatting-coronavirus-racism/
[1] https://twitter.com/CurtisSChin/status/1287554494494994439
[1] https://www.cnn.com/travel/article/asian-travelers-pandemic/index.html
[1] https://milkeninstitute.org/power-of-ideas/racism-never-solves-problem
[1] https://twitter.com/curtisschin/status/1287550600154984448?s=21

Top URLs in Tweet in G3:
[7] https://www.youtube.com/watch?v=Hnkl7Ax1m2c&feature=youtu.be

[5] https://twitter.com/sagaftra/status/1285640396798865408
[4] https://twitter.com/carrieanninaba/status/1286105714188881920
[3] https://twitter.com/sagaftra/status/1286369880581660677
[2] https://twitter.com/kenjeong/status/1285730616659660800
[2] https://www.washthehate.com/
[2] https://lovehasnolabels.com/fightvirusbias
[1] https://twitter.com/liachang/status/1285816857400836099
[1] https://twitter.com/GoBlueBells/status/1286348726336983040
[1] https://twitter.com/DDpan/status/1285589333274251265

Top URLs in Tweet in G5:
[2] http://martinmartin.net/collections/collection-01-soul-butterfly-dream/
[2] https://www.youtube.com/watch?v=Hnkl7Ax1m2c&feature=youtu.be

[2] https://www.youtube.com/watch?v=Hnkl7Ax1m2c&app=desktop

[1] https://www.youtube.com/watch?v=a1V5bdhqMBA

[1] https://www.nytimes.com/2020/07/21/business/media/asian-american-harassment-ad-council.html
[1] https://twitter.com/sagaftra/status/1285640396798865408
[1] https://www.youtube.com/watch?v=5ocfEGYD_Xw&feature=youtu.be

[1] https://twitter.com/kenjeong/status/1285730616659660800
[1] https://www.youtube.com/watch?v=Hnkl7Ax1m2c

[1] https://www.sagaftra.org/sag-aftra-members-take-stand-decry-hate-crimes-against-asian-americans-new-video-psa

Top URLs in Tweet in G6:
[1] https://twitter.com/dionlimtv/status/1287878228523196416
[1] https://twitter.com/dkhodanian/status/1286830978334261249

Top URLs in Tweet in G7:
[1] https://www.instagram.com/accounts/login/?next=/p/CDPA7FVpyEY/%3Figshid%3Dgcl54wvyz7ll

Top URLs in Tweet in G8:
[1] https://twitter.com/sagaftra/status/1286369880581660677

Top URLs in Tweet in G9:
[1] https://twitter.com/McKayUndercover/status/1287076837810745346

Top URLs in Tweet in G10:
[1] https://www.bostonglobe.com/2020/07/21/metro/asian-americans-long-used-racial-wedge-are-confronting-anti-black-racism-their-own-communities/

Top Domains
Top Domains in Tweet in Entire Graph:
[81] twitter.com
[58] youtube.com
[5] google.com
[4] wordpress.com
[3] instagram.com
[3] lovehasnolabels.com
[3] washthehate.com
[3] nytimes.com
[2] cnn.com
[2] nbcnews.com

Top Domains in Tweet in G1:
[15] twitter.com
[8] youtube.com
[1] instagram.com

Top Domains in Tweet in G2:
[30] youtube.com
[25] twitter.com
[5] google.com
[2] weareresonate.com
[1] cnn.com
[1] milkeninstitute.org

Top Domains in Tweet in G3:
[27] twitter.com
[9] youtube.com
[4] wordpress.com
[2] washthehate.com
[2] lovehasnolabels.com
[1] pewsocialtrends.org
[1] cbslocal.com
[1] laist.com
[1] nbcnews.com
[1] cnn.com

Top Domains in Tweet in G5:
[8] youtube.com
[7] twitter.com
[2] martinmartin.net
[1] nytimes.com
[1] sagaftra.org
[1] colorwebmag.com
[1] lovehasnolabels.com
[1] nbcnews.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[1] instagram.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] bostonglobe.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[339] washthehate
[68] sagaftramembers
[21] sagaftra
[20] healthnothate
[19] strongertogether
[19] asiaminute
[14] stopaapihate
[12] acttochange
[12] racismisavirus
[11] chinatown



Top Hashtags in Tweet in G1:
[132] washthehate
[46] sagaftramembers
[6] sagaftra
[2] sagaftramembera
[1] iamnotavirus
[1] idiotseverywhere
[1] thisisamerica
[1] fascism
[1] fascio
[1] blacklivesmatter

Top Hashtags in Tweet in G2:
[73] washthehate
[18] strongertogether
[18] asiaminute
[16] healthnothate
[11] chinatowns
[10] chinatown
[5] umagainstaapihate
[5] stopaapihate
[5] hateisavirus
[4] asian

Top Hashtags in Tweet in G3:
[58] washthehate
[18] sagaftramembers
[11] acttochange
[8] sagaftra
[7] stopaapihate
[6] aapi
[5] unionstrong
[5] aapihate
[4] asianamerican
[4] pteoe

Top Hashtags in Tweet in G4:
[27] washthehate

Top Hashtags in Tweet in G5:
[27] washthehate
[4] racismisavirus
[3] iamnotcovid19
[3] healthnothate
[2] covid19
[2] stopaapihate
[1] supportlocalbusinesses
[1] supportlocalminorityownedbusinesses
[1] highcastle
[1] jps

Top Hashtags in Tweet in G6:
[2] washthehate
[1] bayarea
[1] aapiheroes
[1] aapi
[1] sanfrancisco
[1] armenian
[1] wearekvz
[1] armenianschoolstrong
[1] hatecrime
[1] armeniastrong

Top Hashtags in Tweet in G7:
[6] blacklivesmatter
[3] washthehate
[3] sayhisname
[1] sayhername

Top Hashtags in Tweet in G8:
[1] representationmatters
[1] washthehate

Top Hashtags in Tweet in G9:
[10] lucyliu
[6] asianamerican
[4] whiteshirts
[2] washthehate
[2] sagaftramembers
[1] antiasianracism
[1] sagaftra

Top Hashtags in Tweet in G10:
[1] washthehate

Top Words
Top Words in Tweet in Entire Graph:
[339] #washthehate
[190] sagaftra
[134] asian
[126] kenjeong
[87] american
[82] community
[71] voices
[68] #sagaftramembers
[64] hate
[61] social

Top Words in Tweet in G1:
[148] sagaftra
[132] #washthehate
[116] kenjeong
[58] asian
[54] voices
[52] american
[47] raise
[46] #sagaftramembers
[46] current
[46] social

Top Words in Tweet in G2:
[73] #washthehate
[32] anti
[32] asian
[28] curtisschin
[24] fight
[23] hate
[18] #strongertogether
[18] #asiaminute
[16] rising
[16] message

Top Words in Tweet in G3:
[58] #washthehate
[32] asian
[29] sagaftra
[24] hate
[23] against
[18] washthehate
[18] #sagaftramembers
[16] american
[14] voices
[13] together

Top Words in Tweet in G4:
[27] #washthehate
[26] andreaannwalter
[25] osricchau

Top Words in Tweet in G5:
[27] #washthehate
[7] asian
[5] stop
[4] martinmartin
[4] covid
[4] 19
[4] racism
[4] #racismisavirus
[4] hate
[3] coronavirus

Top Words in Tweet in G6:
[2] #washthehate

Top Words in Tweet in G7:
[10] here's
[10] photo
[10] art
[10] create
[10] celebrate
[7] craddock_ellis
[6] #blacklivesmatter
[5] blklivesmatter
[5] washthehate
[4] 630th

Top Words in Tweet in G8:
[10] thanks
[10] sharing
[10] stories
[10] conversation
[10] human
[10] experience
[10] make
[10] richer
[9] dannypudi
[9] #representationma

Top Words in Tweet in G9:
[14] always
[10] #lucyliu
[8] social
[8] climate
[8] community
[6] speaks
[6] facing
[6] #asianamerican
[6] queen
[6] lucy

Top Words in Tweet in G10:
[8] love
[8] served
[8] protect
[8] 1st
[8] generation
[8] korean
[8] american
[8] hope
[8] community
[8] continues

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[118] kenjeong,#washthehate
[77] #washthehate,sagaftra
[75] asian,american
[60] social,climate
[55] raise,voices
[54] voices,current
[54] current,social
[54] climate,country
[53] sagaftra,#sagaftramembers
[53] #sagaftramembers,asian

Top Word Pairs in Tweet in G1:
[116] kenjeong,#washthehate
[76] #washthehate,sagaftra
[52] asian,american
[47] raise,voices
[46] voices,current
[46] current,social
[46] social,climate
[46] climate,country
[45] #sagaftramembers,asian
[45] american,community

Top Word Pairs in Tweet in G2:
[25] anti,asian
[16] rising,anti
[15] sights,sounds
[15] #washthehate,#strongertogether
[14] #asiaminute,episode
[12] fight,virus
[12] virus,fight
[12] fight,bias
[12] share,message
[12] #healthnothate,#washthehate

Top Word Pairs in Tweet in G3:
[15] asian,american
[11] race,storytelling
[8] storytelling,asian
[8] american,voices
[7] hate,incident
[7] asian,americans
[7] together,#washthehate
[7] _christinachang,jujuchangabc
[6] covid,19
[6] against,asian

Top Word Pairs in Tweet in G4:
[26] andreaannwalter,#washthehate
[25] osricchau,andreaannwalter

Top Word Pairs in Tweet in G5:
[4] covid,19
[3] 19,racism
[3] #iamnotcovid19,#racismisavirus
[3] #racismisavirus,#healthnothate
[3] sag,aftra
[3] aftra,asian
[3] asian,american
[2] martinmartin,2020
[2] 2020,spring
[2] spring,summer

Top Word Pairs in Tweet in G7:
[10] photo,art
[10] art,create
[10] create,celebrate
[6] craddock_ellis,here's
[4] here's,630th
[4] 630th,photo
[4] celebrate,victim
[4] massacre,reverend
[4] early,birthday
[4] blklivesmatter,washthehate

Top Word Pairs in Tweet in G8:
[10] thanks,sharing
[10] sharing,stories
[10] stories,conversation
[10] conversation,human
[10] human,experience
[10] experience,make
[10] make,richer
[9] dannypudi,thanks
[9] richer,#representationma

Top Word Pairs in Tweet in G9:
[8] social,climate
[6] #lucyliu,speaks
[6] speaks,social
[6] climate,facing
[6] facing,#asianamerican
[6] #asianamerican,community
[6] community,queen
[6] queen,lucy
[6] lucy,always
[6] always,very

Top Word Pairs in Tweet in G10:
[8] love,served
[8] served,protect
[8] protect,1st
[8] 1st,generation
[8] generation,korean
[8] korean,american
[8] american,hope
[8] hope,community
[8] community,continues
[8] continues,stand

Top Replied-To
Top Replied-To in Entire Graph:
@kathyireland
@sagaftra
@carrieanninaba
@washthehate
@aafederation
@jonmchu
@finding_nina1
@austinwin
@brooklyn_jerry
@cefaankim

Top Replied-To in G1:
@rexchapman

Top Replied-To in G2:
@kathyireland
@edloo
@danyunistrying
@anthonyboyerddo
@actorspanel
@sagaftra
@carrieanninaba
@dannypudi
@umaaapih
@kenjeong

Top Replied-To in G3:
@washthehate
@nbcasianamerica
@sagaftra

Top Replied-To in G6:
@aarp

Top Mentioned
Top Mentioned in Entire Graph:
@sagaftra
@kenjeong
@washthehate
@curtisschin
@andreaannwalter
@osricchau
@carrieanninaba
@jujuchangabc
@acttochange
@youtube

Top Mentioned in G1:
@sagaftra
@kenjeong
@carrieanninaba
@washthehate
@curtisschin
@communiess
@jonjonbriones
@dannypudi
@apamcommittee
@actorspanel

Top Mentioned in G2:
@curtisschin
@youtube
@sagaftra
@washthehate
@josebcollazo
@davidbcohen1
@triciaelzbeth
@milkeninstitute
@bruce_y_lee
@umaaapih

Top Mentioned in G3:
@sagaftra
@washthehate
@jujuchangabc
@clydekusatsu
@acttochange
@carrieanninaba
@jonjonbriones
@_christinachang
@joeldelafuente
@kenjeong

Top Mentioned in G4:
@andreaannwalter
@osricchau
@kenjeong
@sagaftra

Top Mentioned in G6:
@dionlimtv
@abc7newsbayarea
@danashleyabc7
@luzpenatv
@abc7kristensze
@1990institute
@daphnekwok522
@daleminami
@aaja
@aaldef

Top Mentioned in G7:
@craddock_ellis
@blklivesmatter
@washthehate
@naacpimageaward
@naacp
@motheremanuel16
@meamechurch
@rbnei1021
@voschinese
@melngai416

Top Mentioned in G8:
@dannypudi

Top Mentioned in G9:
@stanninglucyliu
@liunaticfringe
@sagaftra

Top Mentioned in G10:
@danyunistrying
@carrieanninaba
@sagaftra

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@caffreyej
@valaafshar
@artallks
@akwyz
@abc7newsbayarea
@abc7ny
@paddy_mckeanefc
@50smag
@prissguerrero1

Top Tweeters in G1:
@caffreyej
@artallks
@paddy_mckeanefc
@prissguerrero1
@davidaquinley
@nikkiribas
@cabingoddess
@turnermelodie12
@103amf
@ricrane9418

Top Tweeters in G2:
@dichristine
@valaafshar
@akwyz
@abc7ny
@spirosmargaris
@mariaressa
@hujodaddy1
@aapinnews
@curtisschin
@psb_dc

Top Tweeters in G3:
@50smag
@sothiachhoeum2
@wouldstaley93
@evansdonnell
@coollookcedric
@nfala1
@originalspin
@nightline
@raduede
@publicintegrity

Top Tweeters in G4:
@annielicious14
@bshpjh
@phantom4869x
@wrapitupharder
@hikarurose
@noseniorallowed
@eswann
@imjamesyall
@donghuns5tar
@maddiechou

Top Tweeters in G5:
@moniqueblognet
@ariegoldshlager
@dividingbyzer0s
@thedenisoreilly
@liraluis
@maxheadblog
@carillonista
@pamgreenwalt
@tomo3603
@asianpacificfnd

Top Tweeters in G6:
@abc7newsbayarea
@aarp
@abc7kristensze
@dionlimtv
@aaldef
@danashleyabc7
@aaja
@luzpenatv
@georgegascon
@youngarmenians

Top Tweeters in G7:
@melngai416
@dianajmanwaring
@naacp
@craddock_ellis
@blklivesmatter
@voschinese
@emmetttill
@naacpimageaward
@rbnei1021
@queenmonique_26

Top Tweeters in G8:
@mulaneysnl
@sailortweek
@salmarra927
@softlynadirs
@misfitsbucky
@davefrahco
@maegolgaming
@unitedwebrown
@dannypudi
@abedbakshi

Top Tweeters in G9:
@georgeygirl49
@evelynw91791
@myqueenlucyliu
@lucyliu_goddess
@stanninglucyliu
@liunaticfringe
@cchua_l
@theartoflucyliu

Top Tweeters in G10:
@bmerin3
@thegr8one85
@mannyfresh3691
@mcucollector24
@geek3po
@chodenjipop
@tellywonghere
@danyunistrying