#MaskUpMichigan, Twitter, 6/26/2020 5:58:02 AM, 229910


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#MaskUpMichigan_2020-06-25_18-23-23.xlsx
#MaskUpMichigan_2020-06-25_18-23-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 26, 2020
Short Description:
#MaskUpMichigan via NodeXL https://bit.ly/3fZg7Jt
@govwhitmer
@steverustad1
@ymbbastepaway
@lacychenault
@peterspadafore
@jeanetteimpia
@purpose_warrior
@jordankazen
@hshanawanimd
@styledscience

Top hashtags:
#maskupmichigan
#obamagate
#wearadamnmask
#covid19

Description:
Description
The graph represents a network of 16,636 Twitter users whose recent tweets contained "#MaskUpMichigan", 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, 26 June 2020 at 01:39 UTC.

The tweets in the network were tweeted over the 1-day, 2-hour, 40-minute period from Wednesday, 24 June 2020 at 22:26 UTC to Friday, 26 June 2020 at 01:06 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 : 16636
Unique Edges : 17438
Edges With Duplicates : 980
Total Edges : 18418
Number of Edge Types : 5
Retweet : 17374
MentionsInRetweet : 110
Mentions : 90
Tweet : 543
Replies to : 301
Self-Loops : 558
Reciprocated Vertex Pair Ratio : 0.000402090872537193
Reciprocated Edge Ratio : 0.000803858520900322
Connected Components : 289
Single-Vertex Connected Components : 231
Maximum Vertices in a Connected Component : 16245
Maximum Edges in a Connected Component : 17978
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.468117
Graph Density : 6.29327484663756E-05
Modularity : 0.339967
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 16,636 Twitter users whose recent tweets contained "#MaskUpMichigan", 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, 26 June 2020 at 01:39 UTC.

The tweets in the network were tweeted over the 1-day, 2-hour, 40-minute period from Wednesday, 24 June 2020 at 22:26 UTC to Friday, 26 June 2020 at 01:06 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 : #MaskUpMichigan
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:
[59] https://twitter.com/govwhitmer/status/1275848654662795268
[41] https://twitter.com/GovWhitmer/status/1275848654662795268
[7] https://www.votetaylorharrell.com/
[4] https://twitter.com/Crunchys/status/1275824977481211905
[3] https://twitter.com/lacychenault/status/1275913303835975680
[3] https://twitter.com/buzzfeednews/status/1275801100470218752
[3] https://twitter.com/jordankazen/status/1275888861147791361
[2] https://twitch.tv/identityzer0
[2] https://shareasale.com/r.cfm?b=737923&m=59638&u=1312716&afftrack=&urllink=safishing%2Ecom%2F&lplid=QSP%2BkcNeHLnl1XzxoBZCaw%3D%3D
[2] https://twitter.com/McAllisterforMI/status/1275920416469659648

Top URLs in Tweet in G1:
[2] https://twitter.com/GovWhitmer/status/1275848654662795268
[1] https://twitter.com/Crunchys/status/1275824977481211905
[1] https://www.lansingstatejournal.com/story/news/2020/06/25/confirmed-covid-19-cases-tied-harpers-outbreak-reach-43/3258485001/
[1] https://www.nytimes.com/2020/06/25/magazine/gretchen-whitmer-coronavirus-michigan.html?fbclid=IwAR0eMfUG2LnX783LTvMk80yQa7g3zTI-lvbuKPnwySnZuDdRaSlbp0_atnE
[1] https://www.mlive.com/news/2020/06/popular-traverse-city-wineries-restaurants-on-possible-covid-19-exposure-list.html?utm_source=facebook&utm_campaign=mlivedotcom_sf&utm_medium=social
[1] https://www.youtube.com/watch?v=ox-0NusoIAA&feature=youtu.be

[1] https://twitter.com/macy5875/status/1276101536087773184
[1] https://twitter.com/govwhitmer/status/1275848654662795268
[1] https://twitter.com/lacychenault/status/1275913303835975680
[1] https://people.com/health/washington-governor-makes-face-masks-mandatory/

Top URLs in Tweet in G2:
[2] https://twitter.com/PeterSpadafore/status/1275924241624547328
[1] https://twitter.com/govwhitmer/status/1275848654662795268
[1] https://twitter.com/according2ak/status/1275939645679964167
[1] https://twitter.com/UniteBlue/status/1275829291335454721
[1] https://twitter.com/Ignore_trump/status/1275938572814688258
[1] https://twitter.com/MichiganDems/status/1276146452826329088
[1] https://twitter.com/hshanawaniMD/status/1275927120284352512
[1] https://twitter.com/juliegeisinger/status/1276140490656751619
[1] https://twitter.com/Crunchys/status/1275824977481211905

Top URLs in Tweet in G3:
[27] https://twitter.com/govwhitmer/status/1275848654662795268
[14] https://twitter.com/GovWhitmer/status/1275848654662795268
[2] https://twitter.com/lacychenault/status/1275913303835975680
[2] https://twitter.com/govwhitmer/status/1276228222661939202
[2] https://maddogpac.com/pages/shop-home
[2] https://finance.yahoo.com/news/doctors-unleash-on-politics-as-coronavirus-spikes-no-other-country-debates-masks-111943253.html
[2] https://twitter.com/buzzfeednews/status/1275801100470218752
[2] https://twitter.com/middleageriot/status/1275908558828298242
[1] https://twitter.com/gandernewsroom/status/1276296365765771265
[1] https://twitter.com/gambombs/status/1275965007944126464

Top URLs in Tweet in G4:
[20] https://twitter.com/govwhitmer/status/1275848654662795268
[15] https://twitter.com/GovWhitmer/status/1275848654662795268
[2] https://twitter.com/karebear575/status/1275863531758510080
[2] https://twitter.com/vote4robgill/status/1275850125500387331
[2] https://twitter.com/freep/status/1276182307167141893
[1] https://usadatabases.com/DonaldTrump/
[1] https://twitter.com/MikeBloomberg/status/1275849316427538433
[1] https://twitter.com/jordankazen/status/1275888861147791361
[1] https://infogears.org
[1] https://twitter.com/buzzfeednews/status/1275801100470218752

Top URLs in Tweet in G5:
[1] https://twitter.com/liftinglutheran/status/1275870943987073025

Top URLs in Tweet in G6:
[3] https://twitter.com/GovWhitmer/status/1275848654662795268
[1] https://twitter.com/a2gov/status/1276242537150320640
[1] https://twitter.com/govwhitmer/status/1275848654662795268

Top URLs in Tweet in G9:
[2] https://twitter.com/govwhitmer/status/1275848654662795268
[1] https://twitter.com/jonhoadley/status/1276204713730506752
[1] https://twitter.com/wxyzdetroit/status/1275861938988335112
[1] https://twitter.com/COVID19Tracking/status/1273378326598451200
[1] https://twitter.com/GovWhitmer/status/1275848654662795268
[1] https://twitter.com/nwarikoo/status/1274193548808794112

Top URLs in Tweet in G10:
[1] https://twitter.com/mcpli/status/1274698341746704385
[1] https://twitter.com/GovWhitmer/status/1275848654662795268

Top Domains
Top Domains in Tweet in Entire Graph:
[210] twitter.com
[7] youtube.com
[7] votetaylorharrell.com
[6] nytimes.com
[4] madeindetroit.com
[3] maddogpac.com
[2] twitch.tv
[2] shareasale.com
[2] banned.video
[2] instagram.com

Top Domains in Tweet in G1:
[11] twitter.com
[1] lansingstatejournal.com
[1] nytimes.com
[1] mlive.com
[1] youtube.com
[1] people.com

Top Domains in Tweet in G2:
[10] twitter.com

Top Domains in Tweet in G3:
[68] twitter.com
[3] maddogpac.com
[2] yahoo.com
[1] nytimes.com

Top Domains in Tweet in G4:
[76] twitter.com
[4] youtube.com
[1] usadatabases.com
[1] infogears.org
[1] fiverr.com
[1] bygeorgeusa.com
[1] getmasknow.org
[1] detroitnews.com
[1] facebook.com
[1] instagram.com

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

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

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

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16276] maskupmichigan
[725] obamagate
[181] wearadamnmask
[139] covid19
[134] trumpvirus
[113] abbottresign
[112] elijahmcclainwasmurdered
[30] wearamask
[27] maskup
[23] maskupwa



Top Hashtags in Tweet in G1:
[13607] maskupmichigan
[5] covid19
[4] michigan
[2] covid
[2] biggretch
[2] wearadamnmask
[1] stayathome
[1] staysafe
[1] masks
[1] biden2020landslide

Top Hashtags in Tweet in G2:
[807] maskupmichigan
[710] obamagate
[124] trumpvirus
[109] wearadamnmask
[105] abbottresign
[104] elijahmcclainwasmurdered
[3] idrather_thanvotefortrump
[3] desantisfailedflorida
[3] copsoutcps
[3] justiceforelijah

Top Hashtags in Tweet in G3:
[1180] maskupmichigan
[44] wearadamnmask
[22] covid19
[20] wearamask
[14] obamagate
[12] pride
[10] puremichigan
[9] michigan
[8] trumpvirus
[8] elijahmcclainwasmurdered

Top Hashtags in Tweet in G4:
[251] maskupmichigan
[21] wearadamnmask
[15] covid19
[13] maskup
[11] coronavirus
[11] maskupwa
[9] maskupaz
[8] wearamask
[6] masks
[6] maskupnv

Top Hashtags in Tweet in G5:
[89] maskupmichigan
[39] covid19
[4] liberty
[4] constitution
[2] covidiots
[2] masks
[1] defundthemedia
[1] coronavirus
[1] covidhoax
[1] recallwhitmer

Top Hashtags in Tweet in G6:
[56] maskupmichigan
[8] a2together
[5] covid19
[5] science

Top Hashtags in Tweet in G7:
[13] maskupmichigan
[3] lovelansing
[1] hospitaltown

Top Hashtags in Tweet in G8:
[25] covid19
[4] maskupmichigan

Top Hashtags in Tweet in G9:
[33] maskupmichigan
[1] pride

Top Hashtags in Tweet in G10:
[5] maskupmichigan

Top Words
Top Words in Tweet in Entire Graph:
[18056] #maskupmichigan
[15458] mask
[14607] wear
[13882] tweet
[13877] pass
[1430] devin
[1430] nunes
[1347] #trumpvirus
[1336] #obamagate
[1310] lady

Top Words in Tweet in G1:
[13821] #maskupmichigan
[13557] mask
[13553] wear
[13549] tweet
[13549] pass
[216] craving
[216] burger
[215] leadership
[215] need
[215] local

Top Words in Tweet in G2:
[1550] #maskupmichigan
[1389] devin
[1389] nunes
[1304] #trumpvirus
[1302] #obamagate
[1271] lady
[1259] floridians
[1216] reign
[1216] terror
[1144] florida

Top Words in Tweet in G3:
[1886] #maskupmichigan
[1537] mask
[784] wear
[558] people
[468] masks
[353] pandemic
[351] more
[348] michigan
[347] good
[322] take

Top Words in Tweet in G4:
[251] #maskupmichigan
[65] mask
[50] wear
[37] masks
[23] people
[22] wearing
[21] #wearadamnmask
[15] #covid19
[13] #maskup
[11] take

Top Words in Tweet in G5:
[100] everyone
[90] #maskupmichigan
[78] #masks
[70] people
[69] down
[43] wear
[40] more
[40] symptoms
[39] #covid19
[39] dying

Top Words in Tweet in G6:
[57] #maskupmichigan
[47] safe
[47] kind
[47] healthy
[8] #a2together
[5] let's
[5] take
[5] care
[5] each
[5] science

Top Words in Tweet in G7:
[33] #maskupmichigan
[21] masks
[14] see
[14] still
[14] pandemic
[14] glares
[14] direction
[14] east
[14] lansing
[14] ve

Top Words in Tweet in G8:
[50] wearer
[30] #maskupmichigan
[25] #covid19
[25] spread
[25] respiratory
[25] droplets
[25] cloth
[25] face
[25] covering
[25] protect

Top Words in Tweet in G9:
[37] #maskupmichigan
[8] mask
[7] over
[6] hey
[5] wear
[4] let's
[4] together
[4] huh
[4] michigan
[4] socks

Top Words in Tweet in G10:
[27] #maskupmichigan
[20] michigan
[20] done
[20] better
[20] job
[20] flattening
[20] curve
[20] state
[20] make
[20] sure

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14420] wear,mask
[13873] pass,#maskupmichigan
[13870] tweet,pass
[13864] mask,tweet
[1430] devin,nunes
[1247] reign,terror
[1169] florida,woman
[1169] woman,devin
[1166] #obamagate,#maskupmichigan
[1165] lady,floridians

Top Word Pairs in Tweet in G1:
[13551] wear,mask
[13549] tweet,pass
[13549] pass,#maskupmichigan
[13547] mask,tweet
[216] burger,#maskupmichigan
[215] leadership,need
[215] need,local
[215] local,businesses
[215] businesses,right
[215] right,anybody

Top Word Pairs in Tweet in G2:
[1389] devin,nunes
[1216] reign,terror
[1144] florida,woman
[1144] woman,devin
[1141] #obamagate,#maskupmichigan
[1141] lady,floridians
[1122] misses,obama
[1112] terror,florida
[720] nadler,milwaukee
[720] flynn,lady

Top Word Pairs in Tweet in G3:
[688] wear,mask
[257] wish,more
[257] more,people
[228] good,news
[222] pass,#maskupmichigan
[220] mask,tweet
[220] tweet,pass
[168] pandemic,over
[166] many,michiganders
[165] mask,michigan

Top Word Pairs in Tweet in G4:
[27] wear,mask
[11] wearing,mask
[11] mask,#maskupmichigan
[8] #wearadamnmask,#maskupmichigan
[8] wearing,masks
[5] wear,masks
[5] #maskupmichigan,#maskup
[5] #maskupmichigan,#wearadamnmask
[5] big,gretch
[5] #wearadamnmask,#wearamask

Top Word Pairs in Tweet in G5:
[39] #covid19,dying
[39] dying,down
[39] down,more
[39] more,testing
[39] testing,means
[39] means,increased
[39] increased,numbers
[39] numbers,keep
[39] keep,reading
[39] reading,asymptomatic

Top Word Pairs in Tweet in G6:
[47] safe,kind
[47] kind,healthy
[39] healthy,#maskupmichigan
[8] healthy,#a2together
[8] #a2together,#maskupmichigan
[5] let's,take
[5] take,care
[5] care,each
[5] each,science
[5] science,politics

Top Word Pairs in Tweet in G7:
[14] see,masks
[14] masks,still
[14] still,pandemic
[14] pandemic,glares
[14] glares,direction
[14] direction,east
[14] east,lansing
[14] lansing,ve
[14] ve,gotta
[14] gotta,#maskupmichigan

Top Word Pairs in Tweet in G8:
[25] #covid19,spread
[25] spread,respiratory
[25] respiratory,droplets
[25] droplets,cloth
[25] cloth,face
[25] face,covering
[25] covering,protect
[25] protect,wearer
[25] wearer,keep
[25] keep,wearer

Top Word Pairs in Tweet in G9:
[5] wear,mask
[4] hey,let's
[4] let's,together
[4] together,huh
[4] huh,#maskupmichigan
[4] cover,face
[3] mask,tweet
[3] tweet,pass
[3] pass,#maskupmichigan
[2] leadership,need

Top Word Pairs in Tweet in G10:
[20] michigan,done
[20] done,better
[20] better,job
[20] job,flattening
[20] flattening,curve
[20] curve,state
[20] state,make
[20] make,sure
[20] sure,#maskupmichigan
[4] wear,mask

Top Replied-To
Top Replied-To in Entire Graph:
@govwhitmer
@michigandems
@lansingmifacts
@wxyzdetroit
@realdonaldtrump
@markellison06
@styledscience
@rlemond4
@sizerpaul
@califgal49

Top Replied-To in G1:
@govwhitmer

Top Replied-To in G2:
@govwhitmer
@michigandems

Top Replied-To in G3:
@govwhitmer
@michigandems
@wxyzdetroit
@sizerpaul
@styledscience
@rlemond4
@jordankazen
@februarygrace
@stephen_prince1
@ymbbastepaway

Top Replied-To in G5:
@sav_says_
@willswe29421431
@purpose_warrior

Top Replied-To in G7:
@lansingmifacts

Top Replied-To in G9:
@govwhitmer

Top Replied-To in G10:
@govwhitmer

Top Mentioned
Top Mentioned in Entire Graph:
@bauerhockey
@maddogpac
@govwhitmer
@plummarket
@umich
@drmarkschlissel
@wwj950
@wwjmiddays
@governorkayivey
@willainsworthal

Top Mentioned in G1:
@govwhitmer
@rhythm777

Top Mentioned in G2:
@plummarket
@lowes

Top Mentioned in G3:
@bauerhockey
@maddogpac
@govwhitmer
@lacychenault
@walmart
@sizerpaul
@clintoncodemsmi
@therickwilson
@jordankazen
@nonotthatkaren

Top Mentioned in G6:
@a2gov

Top Mentioned in G7:
@altprintingco

Top Mentioned in G9:
@mallorymcmorrow

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@rk70534
@bella623
@cagney1991
@thepoliticalcat
@truthglow
@rebeccaalpert1
@tmikamouse
@paxnostrum
@pitarampal

Top Tweeters in G1:
@rk70534
@thepoliticalcat
@rebeccaalpert1
@tmikamouse
@paxnostrum
@pitarampal
@sherrilee7
@jamestoupin
@carolmaewy
@flipthescript8

Top Tweeters in G2:
@bella623
@cagney1991
@truthglow
@netminnow
@eykis
@79topper
@bistycsross
@actdontreact
@lindacollins11
@solusnan1

Top Tweeters in G3:
@dichristine
@angelakorras
@walmart
@bmlewis2
@aquarius1049
@chande87
@way2gosassy
@berlidge
@cathyjoegpt
@robert_hove

Top Tweeters in G4:
@_d_a_n_i_e_l__b
@detcookieman74
@ll_cool_taye
@nra_tacobowl_ms
@likeanavalance
@wattyz
@anyidea
@fewchurewulph
@chiamorgan_
@professing_prof

Top Tweeters in G5:
@ladym3033
@tropic5a
@beckyjohnson222
@momislazy11
@legalator
@zenfinitydesign
@truthdetector15
@eventhedogsabo1
@realist2016jlp
@ffpoil376

Top Tweeters in G6:
@fromnazwithlove
@ronjeffries
@juliewbee
@dte_energy
@onlyannarbor
@lvt2012
@mainstreetaa
@cvcarlson
@biabernum
@profamycohn

Top Tweeters in G7:
@perverta_flack
@_l1vy_
@wingedwheels
@motheroftheses
@zoewillowsmama
@bluekrampus
@the_real_dwg
@wildamy
@tcherman17
@aniking

Top Tweeters in G8:
@adekleine
@sanchez263anita
@ellamaebg
@migov
@jasonwillis42
@michiganleo
@emmaisabella23
@michiganhhs
@shantell_evelyn
@jes1jessica

Top Tweeters in G9:
@tkoa702
@cjmu
@schoolsmichigan
@alswrite
@marimanoogian
@detben
@geegeemommy
@canne57
@rjketeyian
@helzapoppn

Top Tweeters in G10:
@jckthesword
@overunderclover
@charles_gaba
@adjordan
@wtime90
@realworldrj
@jlms_qkw
@michigandery
@mindfulone1500
@dennisg_shea