#AskGovWhitmer, Twitter, 4/2/2020 10:53:56 PM, 224291


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#AskGovWhitmer_2020-04-02_15-14-17.xlsx
#AskGovWhitmer_2020-04-02_15-14-17.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 02, 2020
Short Description:
#AskGovWhitmer via NodeXL https://bit.ly/2R7Ap9F
@govwhitmer
@trixiemarie17
@ktg716
@humanwhohears
@ddsdogg
@truthsayer4free
@bnorthg
@msinsulindpndnt
@realdonaldtrump
@celesterich96

Top hashtags:
#askgovwhitmer
#covid19
#askthegovernor
#covidー19
#askgovnortham

Description:
Description
The graph represents a network of 1,442 Twitter users whose recent tweets contained "#AskGovWhitmer", 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 Thursday, 02 April 2020 at 22:43 UTC.

The tweets in the network were tweeted over the 9-hour, 0-minute period from Thursday, 02 April 2020 at 13:27 UTC to Thursday, 02 April 2020 at 22:27 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 : 1442
Unique Edges : 1536
Edges With Duplicates : 297
Total Edges : 1833
Number of Edge Types : 5
Tweet : 937
Replies to : 201
Mentions : 124
Retweet : 530
MentionsInRetweet : 41
Self-Loops : 945
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 776
Single-Vertex Connected Components : 730
Maximum Vertices in a Connected Component : 594
Maximum Edges in a Connected Component : 943
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.655602
Graph Density : 0.000370081263878047
Modularity : 0.496563
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,442 Twitter users whose recent tweets contained "#AskGovWhitmer", 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 Thursday, 02 April 2020 at 22:43 UTC.

The tweets in the network were tweeted over the 9-hour, 0-minute period from Thursday, 02 April 2020 at 13:27 UTC to Thursday, 02 April 2020 at 22:27 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 : #AskGovWhitmer
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:
[5] https://www.change.org/p/gretchen-whitmer-make-lawn-care-workers-essential?recruiter=1066117587&recruited_by_id=23f66240-70e6-11ea-aeb0-e99ac3298c54&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard
[4] https://twitter.com/GovWhitmer/status/1245704397637681163
[2] https://twitter.com/whowatwherewolf/status/1245783703588085760
[2] https://petitions.whitehouse.gov/petition/amendment-xxviii-amendment-28-national-andor-state-emergency-crises
[2] https://twitter.com/SharonZurcher/status/1245399663588659200
[2] https://twitter.com
[2] https://twitter.com/rosenzweig_brad/status/1245734158158237696
[1] https://twitter.com/TheDailyShow/status/1245682642466607104
[1] https://twitter.com/i/events/1245815604851798016
[1] https://twitter.com/briantylercohen/status/1245820973804212226

Top URLs in Tweet in G1:
[2] https://twitter.com
[2] https://twitter.com/GovWhitmer/status/1245704397637681163
[1] https://www.wpr.org/25-percent-state-child-care-centers-closed-due-covid-19
[1] https://healthcare.gov/
[1] https://amazon.com/author/prudhvirajugadapa
[1] https://twitter.com/alyssa_milano/status/1245753570089033728
[1] https://twitter.com/briantylercohen/status/1245820973804212226
[1] https://twitter.com/i/events/1245815604851798016

Top URLs in Tweet in G2:
[2] https://twitter.com/rosenzweig_brad/status/1245734158158237696
[2] https://twitter.com/GovWhitmer/status/1245704397637681163
[1] https://twitter.com/ashleyingraham4/status/1245754799812993025
[1] https://pdx.eater.com/2020/4/1/21203668/oregon-commercial-eviction-ban-90-days-coronavirus-covid-19
[1] https://twitter.com/govwhitmer/status/1245704397637681163
[1] https://covidactnow.org/state/MI

Top URLs in Tweet in G3:
[1] https://www.washingtontimes.com/news/2020/apr/1/michigan-gov-gretchen-whitmer-changes-course-asks-/
[1] https://twitter.com/jonathanoosting/status/1245686468766556160

Top URLs in Tweet in G4:
[2] https://twitter.com/whowatwherewolf/status/1245783703588085760
[1] https://twitter.com/AllOnMedicare/status/1245033485288509445

Top URLs in Tweet in G5:
[2] https://twitter.com/SharonZurcher/status/1245399663588659200
[1] https://twitter.com/govwhitmer/status/1245811343044870146
[1] https://twitter.com/govwhitmer/status/1245733938343096320
[1] https://twitter.com/DDSDogg/status/1245708692491771906

Top URLs in Tweet in G6:
[5] https://www.change.org/p/gretchen-whitmer-make-lawn-care-workers-essential?recruiter=1066117587&recruited_by_id=23f66240-70e6-11ea-aeb0-e99ac3298c54&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard

Top URLs in Tweet in G9:
[1] https://www.mlive.com/news/2020/03/2018-grand-blanc-grad-dies-from-coronavirus-remembered-as-great-kid.html
[1] https://twitter.com/jonathanoosting/status/1245657668863160329?s=19

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1275] askgovwhitmer
[337] covid19
[312] askthegovernor
[14] covidー19
[14] askgovnortham
[13] covid19pandemic
[11] askgovhogan
[10] coronavirus
[10] stayathome
[7] michigan



Top Hashtags in Tweet in G1:
[777] askgovwhitmer
[11] covidー19
[6] covid19
[6] covid19pandemic
[5] askgovnortham
[5] coronavirus
[4] michigan
[4] stayhomesavelives
[4] askgovhogan
[3] lightitupblue

Top Hashtags in Tweet in G2:
[301] covid19
[298] askthegovernor
[121] askgovwhitmer
[1] socialdistanacing
[1] 6feetapart
[1] executiveorder
[1] flatteningthecurve
[1] michiganstrong
[1] flattenthecuve
[1] highriskcovid19

Top Hashtags in Tweet in G3:
[70] askgovwhitmer
[9] stayathome
[4] fema
[3] covid19
[3] askthegovernor
[2] michigan
[1] hydroxychloroquine
[1] chloroquine
[1] ppe
[1] ventilators

Top Hashtags in Tweet in G4:
[62] askgovwhitmer
[9] covid19
[3] dementiajoe
[3] democrat
[2] whitmer
[2] democratsliepeopledie
[2] walkaway
[2] covidー19
[1] michigan
[1] democratsaretheenemy

Top Hashtags in Tweet in G5:
[37] askgovwhitmer
[3] covid19
[2] askthegovernor
[1] askgovnortham
[1] masks4all
[1] masks
[1] cdc
[1] fema
[1] stayhome

Top Hashtags in Tweet in G6:
[72] askgovwhitmer
[4] covid19
[3] covid19pandemic
[1] michiganlockdown
[1] askthegovernor

Top Hashtags in Tweet in G7:
[12] askgovwhitmer

Top Hashtags in Tweet in G8:
[1] askgovwhitmer

Top Hashtags in Tweet in G9:
[8] askgovwhitmer
[2] covid19pandemic
[2] coronavirus

Top Hashtags in Tweet in G10:
[6] askgovwhitmer
[1] afscme

Top Words
Top Words in Tweet in Entire Graph:
[1018] Words in Sentiment List#1: Positive
[901] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[47041] Non-categorized Words
[48960] Total Words
[2043] #askgovwhitmer
[344] question
[338] #covid19
[327] questions
[326] 12

Top Words in Tweet in G1:
[778] #askgovwhitmer
[104] home
[99] stay
[96] people
[90] essential
[89] school
[84] unemployment
[82] order
[81] work
[73] going

Top Words in Tweet in G2:
[717] #askgovwhitmer
[301] #covid19
[301] questions
[301] question
[300] 12
[299] twitter
[299] tweet
[298] related
[298] ll
[298] participating

Top Words in Tweet in G3:
[121] #askgovwhitmer
[71] workers
[51] due
[39] govwhitmer
[38] need
[38] people
[32] work
[32] risk
[31] please
[28] grocery

Top Words in Tweet in G4:
[129] #askgovwhitmer
[37] stores
[34] workers
[31] liquor
[29] down
[27] open
[26] govwhitmer
[26] care
[25] shut
[24] gretchenwhitmer

Top Words in Tweet in G5:
[46] #askgovwhitmer
[17] essential
[13] govwhitmer
[8] going
[8] business
[6] home
[6] still
[6] don
[6] address
[6] due

Top Words in Tweet in G6:
[80] #askgovwhitmer
[44] govwhitmer
[40] work
[39] lawn
[38] gretchenwhitmer
[31] care
[30] please
[23] back
[19] essential
[18] industry

Top Words in Tweet in G7:
[12] #askgovwhitmer
[12] children
[8] parents
[8] next
[8] grade
[8] level
[7] schools
[7] closed
[7] remainder
[7] year

Top Words in Tweet in G8:
[7] protecting
[7] risk
[7] populations
[7] such
[7] diabetics
[7] experiencing
[7] loss
[7] income
[7] facing
[7] exorbitant

Top Words in Tweet in G9:
[11] #askgovwhitmer
[9] political
[5] hands
[4] state
[4] power
[4] money
[4] george
[4] soros
[3] govwhitmer
[3] didn

Top Words in Tweet in G10:
[6] #askgovwhitmer
[4] release
[4] ice
[4] detainees
[4] danger
[4] coronavirus
[2] essential
[2] worker
[2] wastewater
[2] jefferson

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[349] #askgovwhitmer,#askgovwhitmer
[308] #covid19,related
[308] related,questions
[308] questions,ll
[308] ll,participating
[308] participating,nationwide
[308] nationwide,#askthegovernor
[308] #askthegovernor,twitter
[308] twitter,today
[308] today,12

Top Word Pairs in Tweet in G1:
[77] stay,home
[48] home,order
[32] covid,19
[29] non,essential
[22] school,year
[17] shut,down
[16] extending,stay
[15] stay,safe
[14] #askgovwhitmer,going
[13] home,stay

Top Word Pairs in Tweet in G2:
[298] #covid19,related
[298] related,questions
[298] questions,ll
[298] ll,participating
[298] participating,nationwide
[298] nationwide,#askthegovernor
[298] #askthegovernor,twitter
[298] twitter,today
[298] today,12
[298] 12,pm

Top Word Pairs in Tweet in G3:
[31] govwhitmer,#askgovwhitmer
[28] grocery,workers
[28] workers,masks
[28] masks,gloves
[28] gloves,testing
[28] testing,coveralls
[28] coveralls,consideration
[28] consideration,older
[28] older,workers
[28] workers,wife

Top Word Pairs in Tweet in G4:
[30] liquor,stores
[25] #askgovwhitmer,#askgovwhitmer
[24] govwhitmer,gretchenwhitmer
[24] stay,open
[24] lawn,care
[23] gretchenwhitmer,letting
[23] letting,liquor
[23] stores,stay
[23] open,lawn
[23] care,workers

Top Word Pairs in Tweet in G5:
[5] strengthening,rules
[5] rules,qualifies
[5] qualifies,business
[5] business,essential
[5] essential,critical
[5] critical,police
[5] police,deemed
[5] deemed,workplace
[5] workplace,essential
[5] essential,produce

Top Word Pairs in Tweet in G6:
[35] govwhitmer,gretchenwhitmer
[29] lawn,care
[23] back,work
[20] please,please
[14] #askgovwhitmer,#askgovwhitmer
[13] care,workers
[12] art,music
[12] music,classes
[11] non,essential
[10] work,#askgovwhitmer

Top Word Pairs in Tweet in G7:
[8] next,grade
[8] grade,level
[7] #askgovwhitmer,schools
[7] schools,closed
[7] closed,remainder
[7] remainder,year
[7] year,parents
[7] parents,ensure
[7] ensure,children
[7] children,graduated

Top Word Pairs in Tweet in G8:
[7] protecting,risk
[7] risk,populations
[7] populations,such
[7] such,diabetics
[7] diabetics,experiencing
[7] experiencing,loss
[7] loss,income
[7] income,facing
[7] facing,exorbitant
[7] exorbitant,medical

Top Word Pairs in Tweet in G9:
[4] george,soros
[3] govwhitmer,didn
[3] didn,allow
[3] allow,young
[3] young,man
[3] man,dad
[3] dad,access
[3] access,potentially
[3] potentially,lifesaving
[3] lifesaving,drug

Top Word Pairs in Tweet in G10:
[4] #askgovwhitmer,release
[4] release,ice
[4] ice,detainees
[4] detainees,danger
[4] danger,coronavirus
[2] #askgovwhitmer,essential
[2] essential,worker
[2] worker,wastewater
[2] wastewater,jefferson
[2] jefferson,detroit

Top Replied-To
Top Replied-To in Entire Graph:
@govwhitmer
@gretchenwhitmer
@dusterdw
@markcavitt
@pdxeleven
@brianslawnmaint
@rosenzweig_brad
@nytimes
@fox2deena
@govlarryhogan

Top Replied-To in G2:
@govwhitmer

Top Replied-To in G3:
@govwhitmer

Top Replied-To in G4:
@govwhitmer
@markcavitt

Top Replied-To in G5:
@govwhitmer
@pdxeleven

Top Replied-To in G6:
@govwhitmer
@gretchenwhitmer
@brianslawnmaint
@nytimes
@rosenzweig_brad
@alekvanvossen

Top Replied-To in G9:
@govwhitmer

Top Mentioned
Top Mentioned in Entire Graph:
@gretchenwhitmer
@govwhitmer
@spectrumhealth
@realdonaldtrump
@thedailyshow
@oakgov
@bcbsm
@joebiden
@nygovcuomo
@govmikedewine

Top Mentioned in G2:
@govwhitmer
@migov

Top Mentioned in G3:
@gretchenwhitmer

Top Mentioned in G4:
@gretchenwhitmer
@thedailyshow
@oakgov
@bcbsm

Top Mentioned in G5:
@realdonaldtrump
@joebiden
@govwhitmer
@maddow

Top Mentioned in G6:
@gretchenwhitmer
@spectrumhealth
@govwhitmer

Top Mentioned in G10:
@glwatermi

Top Tweeters
Top Tweeters in Entire Graph:
@phendricks71
@fieryreddragon
@walmart
@pgrandee10
@nytimes
@knight201701
@bjorkian15
@happyheart411
@1kimsey
@dawnroseturner

Top Tweeters in G1:
@joshgalka88
@pinklionheart
@jxblake
@asliverarrow
@perrybullock
@iee_wonho
@gaylibman
@_itskaytee
@maff11
@mightysparty

Top Tweeters in G2:
@fieryreddragon
@knight201701
@bjorkian15
@charles_gaba
@jinxy_minxy
@jenscorpio83
@__tiink
@jetballin
@3pennymovies
@satnettv

Top Tweeters in G3:
@phendricks71
@hope4the_future
@humanwhohears
@carlatodd2
@connie_rodeconn
@beccacalifornia
@iyamtoo
@northbelle4
@catsleftbaggage
@luckyluna07

Top Tweeters in G4:
@happyheart411
@1kimsey
@banromulanbirds
@forgive_luv
@jansimagine
@sherrysmolders
@allonmedicare
@heathernotabot
@rathernotsay
@dave1234_david

Top Tweeters in G5:
@hammurabicode
@prada214631
@sharonzurcher
@realdonaldtrump
@ddsdogg
@iccacus
@mega_arcade
@pdxeleven
@shesthes__t
@maddow

Top Tweeters in G6:
@nytimes
@greencane654
@skilefley
@spectrumhealth
@ryanweesies
@alekvanvossen
@rosenzweig_brad
@quintthimmig
@brianslawnmaint
@bethany_couture

Top Tweeters in G7:
@pgrandee10
@dawnroseturner
@kassandraseven
@vectorride
@moriartydg
@walkinggator
@carbonneau_mary
@safeh2o4schools
@staceycks1
@maltomash

Top Tweeters in G8:
@birdnerd_rn
@h_caia
@niathefae
@luxathe5
@jamesedjones
@msinsulindpndnt
@miss__diabetes

Top Tweeters in G9:
@donnad1301
@move_fwd
@nouglypantsuits
@kingchuck810
@free2drm1
@bags_o_beans
@louxjacobs

Top Tweeters in G10:
@msmaryjodetroit
@detroitjean
@suryan207
@glwatermi
@hillafeni
@detroit_ben


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