PewStates, Twitter, 6/10/2019 3:03:27 PM, 199594


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PewStates Twitter NodeXL SNA Map and Report for Monday, 10 June 2019 at 15:00 UTC
PewStates Twitter NodeXL SNA Map and Report for Monday, 10 June 2019 at 15:00 UTC
From:
Michael__Lieberman
Uploaded on:
June 10, 2019
Short Description:
PewStates via NodeXL http://bit.ly/2R2GmDu
@pewstates
@steveahorn
@resiliantnca
@pewtrusts
@brakeyshiasamms
@nancysuzyq
@repgrove
@alec_states
@debtfreejustice
@taxeconomist

Top hashtags:
#govlive
#cjreform
#hurricaneseason
#mentalhealth
#nextrecession
#legaltech

Description:
Description
The graph represents a network of 230 Twitter users whose recent tweets contained "PewStates", 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 Monday, 10 June 2019 at 15:00 UTC.

The tweets in the network were tweeted over the 9-day, 22-hour, 13-minute period from Friday, 31 May 2019 at 16:01 UTC to Monday, 10 June 2019 at 14:15 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 : 230
Unique Edges : 360
Edges With Duplicates : 204
Total Edges : 564
Self-Loops : 92
Reciprocated Vertex Pair Ratio : 0.0446927374301676
Reciprocated Edge Ratio : 0.0855614973262032
Connected Components : 19
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 205
Maximum Edges in a Connected Component : 540
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.399087
Graph Density : 0.00710081640402506
Modularity : 0.447364
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://twitter.com/PewStates/status/1135924842996408325
[4] https://pew.org/2wyWu6v
[4] https://pew.org/2EPXM1w
[4] https://pew.org/2ZbzFlp
[4] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2018/02/local-governments-rarely-file-for-bankruptcy
[4] https://pew.org/2WruYXS
[3] https://pew.org/2IiHvCW
[3] http://pew.org/2FitT90
[3] https://twitter.com/PewStates/status/1135557756029681665
[3] https://pew.org/2vHG6A9

Top URLs in Tweet in G1:
[4] https://pew.org/2ZbzFlp
[4] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2018/02/local-governments-rarely-file-for-bankruptcy
[3] https://pew.org/2JVFZtM
[3] https://pew.org/2WruYXS
[3] https://pew.org/2vHG6A9
[3] https://twitter.com/PewStates/status/1135924842996408325
[2] http://nj-ne.ws/NgxcwgS
[2] https://pew.org/2IgoQYu
[2] http://pew.org/2FitT90
[2] https://pew.org/2Xz6Tes

Top URLs in Tweet in G3:
[2] https://pew.org/2QHHeQl
[2] https://twitter.com/PewStates/status/1135924842996408325
[2] http://ow.ly/rnjN50uwm7A
[2] https://pew.org/2wyWu6v
[2] https://bit.ly/2wDYTwD
[1] https://pew.org/2JRaQIf
[1] https://pew.org/2WruYXS
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/06/04/food-banks-win-in-trump-trade-war
[1] https://pew.org/2wyiL48
[1] https://bit.ly/2QEAIHQ

Top URLs in Tweet in G4:
[3] https://pew.org/2EPXM1w
[2] https://twitter.com/PewStates/status/1135924842996408325
[1] https://pew.org/2Z28fhT
[1] https://pew.org/2vkLRUb
[1] http://pewtrusts.org/lostdecade
[1] https://pew.org/2sY0viR
[1] https://pew.org/2Yf16L0
[1] https://pew.org/2JXBizE
[1] https://pew.org/2JdhVl6
[1] https://pew.org/2QFQBgJ

Top URLs in Tweet in G5:
[2] https://twitter.com/PewStates/status/1135924842996408325
[1] https://twitter.com/pewstates/status/1134142936965361666
[1] https://twitter.com/PewStates/status/1135557756029681665
[1] https://twitter.com/PewStates/status/1136310971943854085
[1] https://twitter.com/PewStates/status/1136287318959185921
[1] https://twitter.com/pewstates/status/1135924842996408325
[1] https://twitter.com/PewStates/status/1136319828556439552
[1] https://twitter.com/PewStates/status/1134872491162243072
[1] https://twitter.com/PewStates/status/1136976108333744129
[1] https://twitter.com/PewStates/status/1137166127216365568

Top URLs in Tweet in G6:
[2] http://www.errorsofenchantment.com/pew-data-despite-improvement-over-past-year-nm-lags-region-in-income-growth/

Top URLs in Tweet in G7:
[2] https://twitter.com/PewStates/status/1134465056274604033
[1] http://bit.ly/2Ze6VZE
[1] http://bit.ly/2EFiOzN
[1] http://bit.ly/2WmNfRv

Top URLs in Tweet in G8:
[3] https://www.routefifty.com/health-human-services/2019/06/what-do-states-mean-when-they-say-public-option/157524/?oref=routefiftytco
[2] https://www.routefifty.com/management/2019/06/food-banks-win-trump-trade-war/157456/?oref=routefiftytco
[1] https://twitter.com/PewStates/status/1135557756029681665
[1] http://ow.ly/hsoS50uz4hg
[1] https://www.routefifty.com/infrastructure/2019/06/cost-toll-depends-your-e-zpass/157553/?oref=routefiftytco
[1] https://www.routefifty.com/management/2019/06/national-popular-vote-momentum-stalls-two-states/157416/?oref=routefiftytco
[1] https://www.routefifty.com/health-human-services/2019/06/what-do-states-mean-when-they-say-public-option/157524/?oref=routefiftyfb
[1] https://www.routefifty.com/management/2019/06/foster-care-crisis-opens-door-second-chance-parents/157491/?oref=routefiftytco
[1] https://www.routefifty.com/public-safety/2019/06/broad-racial-and-ethnic-coalitions-prompt-policing-changes/157579/?oref=routefiftytco
[1] https://www.routefifty.com/management/2019/05/palliative-care-beyond-hospice-spreading-more-states/157324/?oref=routefiftytco

Top URLs in Tweet in G9:
[1] https://bit.ly/1tsRiha

Top URLs in Tweet in G10:
[1] http://www.repgrove.com/NewsItem.aspx?NewsID=275987

Top Domains
Top Domains in Tweet in Entire Graph:
[94] pew.org
[41] twitter.com
[14] bit.ly
[13] pewtrusts.org
[12] routefifty.com
[6] ow.ly
[2] nj-ne.ws
[2] shr.lc
[2] buff.ly
[2] errorsofenchantment.com

Top Domains in Tweet in G1:
[73] pew.org
[9] pewtrusts.org
[9] twitter.com
[6] bit.ly
[2] nj-ne.ws
[2] shr.lc
[2] buff.ly
[1] bloomberglaw.com
[1] sltrib.com

Top Domains in Tweet in G3:
[8] pew.org
[4] bit.ly
[3] ow.ly
[2] twitter.com
[1] pewtrusts.org

Top Domains in Tweet in G4:
[12] pew.org
[2] pewtrusts.org
[2] ow.ly
[2] twitter.com

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

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

Top Domains in Tweet in G7:
[3] bit.ly
[2] twitter.com

Top Domains in Tweet in G8:
[12] routefifty.com
[1] twitter.com
[1] ow.ly
[1] pew.org
[1] pewtrusts.org

Top Domains in Tweet in G9:
[1] bit.ly

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] govlive
[6] cjreform
[6] hurricaneseason
[5] mentalhealth
[5] nextrecession
[4] legaltech
[4] police
[4] data
[4] ksleg
[3] highered



Top Hashtags in Tweet in G1:
[7] govlive
[6] hurricaneseason
[5] cjreform
[3] police
[3] mentalhealth
[3] legaltech
[2] 529day
[2] bigdata
[2] nvleg
[2] sotc

Top Hashtags in Tweet in G2:
[1] ff

Top Hashtags in Tweet in G3:
[4] data
[3] interoperability
[2] k12
[2] edpolicy
[1] highered
[1] infrastructure
[1] police
[1] mentalhealth

Top Hashtags in Tweet in G4:
[4] nextrecession
[1] legaltech
[1] bigdata
[1] govlive
[1] highered

Top Hashtags in Tweet in G5:
[1] studentdebt
[1] ct

Top Hashtags in Tweet in G6:
[2] nmpol
[2] nmleg
[2] nmecon

Top Hashtags in Tweet in G7:
[3] washington
[1] mentalhealth
[1] mentalillness

Top Hashtags in Tweet in G8:
[1] doordash

Top Hashtags in Tweet in G9:
[3] debtfreejustice
[3] ab439
[3] nevada
[3] endjuviefees
[1] cjreform
[1] ncsl

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[9004] Non-categorized Words
[9004] Total Words
[128] states
[115] pewstates
[101] state
[95] recession
[64] spending

Top Words in Tweet in G1:
[82] states
[67] recession
[62] state
[50] spending
[38] great
[37] still
[31] decade
[30] pewstates
[28] more
[28] 50

Top Words in Tweet in G3:
[16] pewtrusts
[14] 00
[9] data
[9] pewstates
[8] time
[8] states
[8] post
[8] 12
[7] state
[7] recession

Top Words in Tweet in G4:
[23] pewstates
[21] states
[16] recession
[15] great
[14] new
[12] state
[7] research
[7] still
[7] 50
[7] trends

Top Words in Tweet in G5:
[4] spending
[4] recession
[3] state
[3] levels
[3] more
[2] t
[2] financial
[2] states
[2] up
[2] pre

Top Words in Tweet in G6:
[10] pewstates
[9] production
[9] new
[9] mexico
[8] despite
[8] improvement
[8] over
[8] past
[8] year
[8] booming

Top Words in Tweet in G7:
[11] pewstates
[8] training
[8] law
[8] enforcement
[5] first
[5] succumb
[5] temptation
[5] flagging
[5] developments
[5] entirely

Top Words in Tweet in G8:
[16] pewstates
[15] via
[7] state
[6] government
[5] states
[5] public
[5] food
[5] aprilleticia
[4] out
[4] more

Top Words in Tweet in G9:
[9] amp
[6] state
[3] another
[3] #debtfreejustice
[3] win
[3] last
[3] night
[3] govsisolak
[3] signed
[3] #ab439

Top Words in Tweet in G10:
[6] paycheck
[3] latest
[3] op
[3] ed
[3] fiscal
[3] health
[3] pa
[3] summary
[3] budgeting
[3] credit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[49] great,recession
[27] lost,decade
[24] tax,revenue
[21] via,pewstates
[19] states,missed
[18] recession,ended
[17] per,pupil
[15] u,s
[15] higher,education
[14] states,still

Top Word Pairs in Tweet in G1:
[35] great,recession
[21] lost,decade
[19] tax,revenue
[16] states,missed
[15] per,pupil
[15] recession,ended
[13] spending,less
[13] higher,education
[13] u,s
[11] infrastructure,spending

Top Word Pairs in Tweet in G3:
[7] administrative,data
[7] data,strategic
[7] strategic,asset
[7] june,25
[7] 25,2019
[7] 2019,12
[7] 12,00
[7] 00,1
[7] 1,00
[7] 00,pm

Top Word Pairs in Tweet in G4:
[11] great,recession
[7] new,pewstates
[6] states,still
[6] d,c
[5] 10,ways
[5] finances,great
[4] hot,presses
[4] presses,new
[4] via,pewstates
[4] new,research

Top Word Pairs in Tweet in G5:
[2] pre,recession
[2] recession,levels

Top Word Pairs in Tweet in G6:
[9] new,mexico
[8] despite,improvement
[8] improvement,over
[8] over,past
[8] past,year
[8] year,booming
[8] booming,oil
[8] oil,production
[8] production,new
[8] mexico,still

Top Word Pairs in Tweet in G7:
[8] law,enforcement
[5] pewstates,succumb
[5] succumb,temptation
[5] temptation,flagging
[5] flagging,developments
[5] developments,entirely
[5] entirely,positive
[5] positive,reality
[5] reality,law
[5] enforcement,forced

Top Word Pairs in Tweet in G8:
[14] via,pewstates
[4] became,first
[4] first,state
[3] public,option
[3] food,banks
[3] banks,happy
[3] happy,additional
[3] additional,items
[3] items,bought
[3] bought,government

Top Word Pairs in Tweet in G9:
[3] another,#debtfreejustice
[3] #debtfreejustice,win
[3] win,last
[3] last,night
[3] night,govsisolak
[3] govsisolak,signed
[3] signed,#ab439
[3] #ab439,amp
[3] amp,#nevada
[3] #nevada,became

Top Word Pairs in Tweet in G10:
[3] latest,op
[3] op,ed
[3] ed,fiscal
[3] fiscal,health
[3] health,pa
[3] pa,summary
[3] summary,budgeting
[3] budgeting,paycheck
[3] paycheck,paycheck
[3] paycheck,credit

Top Replied-To
Top Replied-To in Entire Graph:
@pewstates
@structuralecon
@richardcauxier
@thomasklinemd
@espovich
@aprilleticia
@adriennelu
@geodog111
@pgessing
@repjgb

Top Replied-To in G1:
@pewstates
@adriennelu
@multistateassoc

Top Replied-To in G3:
@pewstates

Top Replied-To in G4:
@structuralecon
@richardcauxier

Top Replied-To in G6:
@geodog111
@pgessing

Top Replied-To in G7:
@pewstates
@governing

Top Replied-To in G8:
@espovich
@aprilleticia

Top Mentioned
Top Mentioned in Entire Graph:
@pewstates
@pewtrusts
@govmlg
@danboydnm
@mckaydan
@ambermivey
@mattvas
@aprilleticia
@espovich
@andrewkolodny

Top Mentioned in G1:
@pewstates
@pewtrusts
@espovich
@aprilleticia
@timhendersonsl
@namicommunicate
@reviewjournal
@jjprescott2009
@umich
@crule

Top Mentioned in G2:
@cityofpoway
@dpmonastery
@thepeoplewalker
@sunlightrobert
@ushsr
@danvock
@pewstates
@writersdigest
@gothamghosts
@dangerstein

Top Mentioned in G3:
@pewtrusts
@ambermivey
@pewstates
@pewhealth
@nicnetworks
@dylanlscott
@stewardschange

Top Mentioned in G4:
@pewstates
@crule
@richardcauxier
@rseltzer

Top Mentioned in G6:
@pewstates
@govmlg
@danboydnm
@mckaydan
@pgessing

Top Mentioned in G7:
@pewstates
@mattvas
@timhendersonsl
@csgjc

Top Mentioned in G8:
@pewstates
@aprilleticia
@espovich
@mattvas
@michael_ollove

Top Mentioned in G9:
@govsisolak
@steveyeagernv
@caanevada
@hollyjmitchell
@ncslorg
@pewstates
@debtfreejustice

Top Mentioned in G10:
@alec_states
@mercatus
@pewstates
@volckeralliance
@truthinacct
@pahousegop

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@dylanhunt2017
@annie5133
@nancysuzyq
@jennykim
@vannschaffner
@reviewjournal
@wolfereports
@katesherrill
@burtsbees

Top Tweeters in G1:
@chidambara09
@reviewjournal
@katesherrill
@chipb414
@dlrohlms
@billy_penn
@marcustriton
@nj_politics
@pilarpedrazatv
@progressivefor

Top Tweeters in G2:
@burtsbees
@writersdigest
@steveahorn
@danvock
@robert_e_kelly
@pdschmitt1
@gothamghosts
@cityofpoway
@ushsr
@dangerstein

Top Tweeters in G3:
@annie5133
@dylanlscott
@pewtrusts
@icma
@eddivek12
@stewardschange
@pewhealth
@communitysolsed
@rjpiii
@pgfor

Top Tweeters in G4:
@dylanhunt2017
@jennykim
@jessicajfulton
@cantedquips
@nacotweets
@structuralecon
@rseltzer
@sleiseca
@justin_theal
@brakeyshiasamms

Top Tweeters in G5:
@wolfereports
@maggiomatt
@stateofthecity
@nancydrewed
@kentorre2
@greratii
@gopherinfo
@leahbyers
@fortunatokarla
@mattceppi

Top Tweeters in G6:
@vannschaffner
@grovernorquist
@toddhathorne
@mckaydan
@danboydnm
@riograndefndn
@pgessing
@electjaycblock
@geodog111
@granttaylor4nm

Top Tweeters in G7:
@jparsonlinda
@governing
@mattvas
@janethaysnola
@blendedwing
@treatmentadvctr
@joe_lipiecjm
@healingmindsno
@csgjc
@timhendersonsl

Top Tweeters in G8:
@routefifty
@tomdryan
@hugotheimpaler
@espovich
@aprilleticia
@maninadogsuit
@michael_ollove
@sarahbanasmills

Top Tweeters in G9:
@ncslorg
@western_center
@steveyeagernv
@caanevada
@hollyjmitchell
@berkeleylawpac
@govsisolak
@debtfreejustice

Top Tweeters in G10:
@mercatus
@repgrove
@alec_states
@truthinacct
@pahousegop
@taxeconomist
@volckeralliance


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