AZChamber, Twitter, 5/29/2020 8:08:35 PM, 228490


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AZChamber Twitter NodeXL SNA Map and Report for Friday, 29 May 2020 at 20:01 UTC
AZChamber Twitter NodeXL SNA Map and Report for Friday, 29 May 2020 at 20:01 UTC
From:
Michael__Lieberman
Uploaded on:
May 29, 2020
Short Description:
AZChamber via NodeXL https://bit.ly/3cfpzGn
@azchamber
@mrfutbol
@sehansard
@davidadamecplc
@cplcapitanas
@glennhamer
@tourismdavid
@azasianchamber
@cplcdotorg
@jeanneallen

Top hashtags:
#ppp
#arizona
#azsen
#coronavirus
#covid19
#caresactaz
#mexico
#az

Description:
Description
The graph represents a network of 203 Twitter users whose recent tweets contained "AZChamber", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Friday, 29 May 2020 at 20:01 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 39-minute period from Thursday, 21 May 2020 at 15:03 UTC to Friday, 29 May 2020 at 18:42 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 : 203
Unique Edges : 429
Edges With Duplicates : 466
Total Edges : 895
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.0385395537525355
Reciprocated Edge Ratio : 0.07421875
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 203
Maximum Edges in a Connected Component : 895
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.841661
Graph Density : 0.0124859776618056
Modularity : 0.393829
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 203 Twitter users whose recent tweets contained "AZChamber", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Friday, 29 May 2020 at 20:01 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 39-minute period from Thursday, 21 May 2020 at 15:03 UTC to Friday, 29 May 2020 at 18:42 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 : AZChamber
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Relationship
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://twitter.com/ProjectLincoln/status/1263064695612813315?s=20
[3] https://twitter.com/RepresentMeAZ/status/1263532366070378496?s=20
[2] https://twitter.com/AZChamber/status/1266045613772169218
[2] https://twitter.com/azchamber/status/1264317872173510657
[2] https://www.gyerp.org/blog
[2] https://twitter.com/sehansard/status/1265313057632370688
[2] https://youtu.be/DfnjwbRzvmo
[2] https://twitter.com/bpolitics/status/1263371089570336769?s=20
[2] https://twitter.com/soledadobrien/status/1263579439712964609?s=21
[2] https://twitter.com/JoyceWhiteVance/status/1262939832252334081?s=20

Top URLs in Tweet in G1:
[4] https://twitter.com/ProjectLincoln/status/1263064695612813315?s=20
[3] https://twitter.com/RepresentMeAZ/status/1263532366070378496?s=20
[2] https://twitter.com/bpolitics/status/1263371089570336769?s=20
[2] https://twitter.com/ChrisMurphyCT/status/1262791713174827010?s=20
[2] https://twitter.com/flipazblue/status/1258831161750458368?s=20
[2] https://twitter.com/representmeaz/status/1218032825619759107?s=21
[2] https://twitter.com/representmeaz/status/1259985020485160960?s=21
[2] https://twitter.com/representmeaz/status/1244431923574784002?s=21
[2] https://twitter.com/nilesharris/status/1263558963003441153?s=21
[2] https://twitter.com/bradbainum/status/1263566425198739456?s=21

Top URLs in Tweet in G2:
[2] https://youtu.be/DfnjwbRzvmo
[1] https://twitter.com/CPLCdotORG/status/1263189666716516352

Top URLs in Tweet in G4:
[1] https://twitter.com/steve_irvin/status/1266115559508152320
[1] https://twitter.com/NYGovCuomo/status/1266036686053613574
[1] https://twitter.com/edreform/status/1265644242778677248

Top URLs in Tweet in G5:
[2] https://twitter.com/sehansard/status/1265313057632370688

Top URLs in Tweet in G6:
[2] https://twitter.com/AZChamber/status/1266045613772169218
[1] https://twitter.com/azchamber/status/1266045613772169218
[1] https://twitter.com/azchamber/status/1264317872173510657

Top URLs in Tweet in G7:
[2] https://www.gyerp.org/blog
[1] https://qoo.ly/364uwu

Top URLs in Tweet in G10:
[1] https://twitter.com/robreiner/status/1263828622290214913?s=21
[1] https://twitter.com/robreiner/status/1263828622290214913

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] ppp
[4] arizona
[3] azsen
[3] coronavirus
[3] covid19
[2] caresactaz
[2] mexico
[2] az
[2] cybersecuirty
[2] yuma



Top Hashtags in Tweet in G1:
[2] coronavirus
[2] caresactaz
[2] az
[2] ppp
[2] mexico
[2] azsen
[2] hack
[1] memorialday
[1] smallbusiness
[1] smallbizrelief

Top Hashtags in Tweet in G3:
[2] youaintarizonan
[1] impeached
[1] coronavirus
[1] cd5
[1] azsen
[1] dossier

Top Hashtags in Tweet in G4:
[1] memorialday

Top Hashtags in Tweet in G6:
[3] ppp
[3] arizona
[2] cybersecuirty
[1] remoteworking

Top Hashtags in Tweet in G7:
[2] yuma
[2] covid19
[2] ppploans
[2] ppp
[2] information
[1] bouncebackyumacounty
[1] digitalmarketing
[1] returnstronger
[1] supportlocalaz

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:
[136] azchamber
[127] senmcsallyaz
[112] glennhamer
[35] amp
[25] thank
[22] board
[22] idea
[22] workers
[22] economy
[21] legislation

Top Words in Tweet in G2:
[10] azchamber
[10] phxchamber
[9] gpec
[9] gplinc
[9] phxbizjournal
[7] dougducey
[7] evpartnership
[7] westmarc
[5] azasianchamber
[5] blackchamber_az

Top Words in Tweet in G3:
[12] esa
[8] azchamber
[5] yvonnewingett
[4] reality
[4] deaths
[4] 6500
[4] scholarship
[3] repdlesko
[3] prbentz
[3] azhighground

Top Words in Tweet in G4:
[10] azchamber
[10] t
[8] dougducey
[7] s
[7] arizona
[6] make
[6] lives
[5] governor
[5] won
[5] move

Top Words in Tweet in G5:
[2] azchamber

Top Words in Tweet in G6:
[9] azchamber
[6] program
[6] loan
[6] yrs
[6] instead
[6] article
[5] 2
[5] azmanufacturing
[4] new
[4] date

Top Words in Tweet in G7:
[5] azcommerce
[4] out
[4] webinars
[3] new
[3] register
[3] visit
[3] small
[3] business
[3] azchamber
[2] amp

Top Words in Tweet in G9:
[2] democrat2q2q
[2] vent_podcast
[2] kellytownsend11
[2] azchamber
[2] people
[2] shelter
[2] place
[2] one
[2] wear
[2] masks

Top Words in Tweet in G10:
[3] azchamber
[3] repdavid
[2] way
[2] received
[2] loans
[2] az
[2] small

Top Word Pairs
Top Word Pairs in Tweet in G2:
[107] azchamber,phxbizjournal
[107] phxbizjournal,phxchamber
[20] azasianchamber,blackchamber_az
[20] gplinc,gpec
[20] gpec,gplinc
[20] evpartnership,westmarc
[20] gpec,azchamber
[20] phxchamber,suncorridorinc
[20] suncorridorinc,salcleaders
[20] salcleaders,nazleader

Top Word Pairs in Tweet in G3:
[5] esa,esa
[5] yvonnewingett,prbentz
[5] prbentz,azhighground
[5] azhighground,#youaintarizonan
[4] #youaintarizonan,vote
[4] vote,unindicted
[3] unindicted,co
[3] co,conspirator
[3] conspirator,individual
[3] individual,1

Top Word Pairs in Tweet in G4:
[8] governor,dougducey
[3] dougducey,won
[3] won,t
[2] t,make
[2] make,move
[2] move,without
[2] without,approval
[2] approval,alec_states
[2] alec_states,azchamber
[2] azchamber,nra

Top Word Pairs in Tweet in G5:

Top Word Pairs in Tweet in G6:
[] azchamber,azmanufacturing
[] new,date
[] timroemeraz,jrslaby
[] jrslaby,jimcraig777
[] looking,forward
[] small,biz
[] biz,alert
[] alert,house
[] house,votes
[] votes,417

Top Word Pairs in Tweet in G7:
[5] small,business
[4] miss,out
[4] out,azcommerce
[4] azcommerce,new
[3] new,webinars
[3] webinars,part
[3] part,arizona
[3] arizona,small
[3] business,bootcamp
[3] bootcamp,series

Top Word Pairs in Tweet in G8:

Top Word Pairs in Tweet in G9:
[] democrat2q2q,vent_podcast
[] vent_podcast,kellytownsend11
[] shelter,place
[] wear,masks

Top Word Pairs in Tweet in G10:
[2] azchamber,repdavid

Top Replied-To
Top Replied-To in Entire Graph:
@glennhamer
@yvonnewingett
@gplinc
@azchamber
@ldelpuerto
@chamberbiznews
@dannowicki
@scarpinato
@azltanews
@rebeccaforaz

Top Replied-To in G1:
@glennhamer
@chamberbiznews
@scarpinato
@representmeaz
@57classicrock57

Top Replied-To in G2:
@gplinc

Top Replied-To in G3:
@yvonnewingett
@ldelpuerto
@dannowicki

Top Replied-To in G8:
@azltanews

Top Replied-To in G9:
@rebeccaforaz
@sairaph

Top Replied-To in G10:
@azchamber
@glennhamer

Top Mentioned
Top Mentioned in Entire Graph:
@azchamber
@senmcsallyaz
@dougducey
@azcommerce
@glennhamer
@phxchamber
@phxbizjournal
@gpec
@azmanufacturing
@timroemeraz

Top Mentioned in G1:
@azchamber
@senmcsallyaz
@glennhamer
@garricktaylor
@asu
@ryanbergphd
@azcommerce
@aztaxresearch
@goldwaterinst
@9thflooraz

Top Mentioned in G2:
@azchamber
@phxchamber
@gpec
@phxbizjournal
@dougducey
@evpartnership
@westmarc
@gplinc
@azasianchamber
@blackchamber_az

Top Mentioned in G3:
@azchamber
@repdlesko
@prbentz
@azhighground
@azcentral
@dcsgregmckay
@azgoveducation
@jmshumway
@azcapitoltimes
@davidsafier1

Top Mentioned in G4:
@azchamber
@dougducey
@alec_states
@nra
@besleadership
@azcharterschool
@azedchoice
@azp4p
@riggsforaz
@matthewladner

Top Mentioned in G5:
@azchamber
@uschamber
@usccfoundation
@laareachamber
@njchamber
@brooklynchamber
@michamber
@hantschamber
@fresno_chamber
@portlandchamber

Top Mentioned in G6:
@azchamber
@azmanufacturing
@timroemeraz
@jrslaby
@jimcraig777
@asba
@wsj
@glennhamer
@agilbreath_az
@pimatweets

Top Mentioned in G7:
@azcommerce
@azchamber
@yumachamber
@yumacountyaz
@yumacre
@ceciliamccollo1
@sbagov
@awcsbdc
@timroemeraz
@jrslaby

Top Mentioned in G8:
@kimsabow
@brentderaad
@bettinanava
@aztourismnews
@azchamber
@glennhamer
@moleraalvarez
@calsheehy
@flgchamber

Top Mentioned in G9:
@democrat2q2q
@vent_podcast
@kellytownsend11
@azchamber

Top Mentioned in G10:
@repdavid
@hiral4congress
@senmcsallyaz
@azchamber
@gop

Top Tweeters
Top Tweeters in Entire Graph:
@calling12001
@12news
@washingtonpost
@wsj
@cnn
@azcentral
@abc15
@bennythekite
@smc429
@elliema85677897

Top Tweeters in G1:
@calling12001
@bennythekite
@smc429
@elliema85677897
@lmbuzzard
@johninphx
@gernertlynn
@aei
@flipazblue
@daveensmoore

Top Tweeters in G2:
@12news
@cnn
@azcentral
@abc15
@azfamily
@phxbizjournal
@cplcapitanas
@phxchamber
@thispanicchmbr
@fareedzakaria

Top Tweeters in G3:
@washingtonpost
@mrfutbol
@yvonnewingett
@dannowicki
@eturleye
@ingrahamangle
@housegop
@azcapitoltimes
@jmshumway
@ldelpuerto

Top Tweeters in G4:
@turnusablue2020
@baca_marti
@matthewladner
@nra
@dougducey
@alec_states
@jeanneallen
@dabazma
@super_girl_kara
@bluehaboob

Top Tweeters in G5:
@uschamber
@spacc
@hantschamber
@brooklynchamber
@fresno_chamber
@usccfoundation
@austinchamber
@scchamber
@portlandchamber
@njchamber

Top Tweeters in G6:
@wsj
@andy_tobin
@acronis
@microsoft
@lauraciscomani1
@asba
@jrslaby
@pimatweets
@azmanufacturing
@agilbreath_az

Top Tweeters in G7:
@sbagov
@blogster
@azcommerce
@yumacre
@awcsbdc
@debicaron3
@buzz_social
@gyedc
@yumachamber
@ceciliamccollo1

Top Tweeters in G8:
@azltanews
@flgchamber
@aztourismnews
@kimsabow
@tourismdavid
@moleraalvarez
@brentderaad
@calsheehy
@bettinanava

Top Tweeters in G9:
@rebeccaforaz
@vent_podcast
@kellytownsend11
@sairaph
@democrat2q2q

Top Tweeters in G10:
@gop
@rthompson12105
@repdavid
@hiral4congress


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