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raisethewage_2017-04-20_20-52-06.xlsx
raisethewage_2017-04-20_20-52-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2017
Short Description:
raisethewage via NodeXL http://bit.ly/2osBkBg
@nelpnews
@rjber15
@fightfor15
@alt_labor
@projectfairness
@peaceisactive
@padems

Description:
Description
The graph represents a network of 580 Twitter users whose tweets in the requested range contained "raisethewage", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 April 2017 at 03:56 UTC.

The requested start date was Friday, 21 April 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 21-hour, 6-minute period from Friday, 07 April 2017 at 00:44 UTC to Thursday, 20 April 2017 at 21:50 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 : 580
Unique Edges : 652
Edges With Duplicates : 145
Total Edges : 797
Self-Loops : 158
Reciprocated Vertex Pair Ratio : 0.0148514851485149
Reciprocated Edge Ratio : 0.0292682926829268
Connected Components : 94
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 110
Maximum Edges in a Connected Component : 186
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.931657
Graph Density : 0.00183133821690191
Modularity : 0.762823
NodeXL Version : 1.0.1.379

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] https://twitter.com/alt_labor/status/854689296036634625
[26] https://twitter.com/WSpriggs/status/850336998451802112
[21] https://twitter.com/thercn/status/852446478031360001
[13] http://wisconsingazette.com/2017/04/12/koch-brothers-prevailing-wage/?utm_content=buffer76577&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] http://www.issuesusa.org/fight-for-15-fightfor15/
[11] http://www.cnbc.com/2017/04/07/15-minimum-wage-fighting-back-commentary.html
[10] http://www.king5.com/money/fair-wages-contribute-to-50-years-of-success-says-ceo/432373681
[10] http://www.press-citizen.com/story/news/local/2017/03/30/whats-next-johnson-county-after-minimum-wage-rollback/99778038/
[8] http://illinoistimes.com/article-18545-democrats-push-for-minimum-wage-increase.html
[7] http://www.suprpac.com/campaigns/view-campaign-detail/FightFor15

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/855132151762886659

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/853279951294005248

Top URLs in Tweet in G3:
[12] http://www.issuesusa.org/fight-for-15-fightfor15/
[7] http://www.suprpac.com/campaigns/view-campaign-detail/FightFor15
[1] https://twitter.com/i/web/status/850201937894965248
[1] https://www.wsj.com/articles/has-the-movement-to-raise-the-minimum-wage-reached-its-limit-1491489397
[1] https://fb.me/8CC017YNp
[1] https://twitter.com/i/web/status/850456890094092288
[1] https://twitter.com/ktnkenya/status/851223201573109760
[1] https://twitter.com/i/web/status/851235599864475653
[1] https://twitter.com/DickDurbin/status/851618303407796228
[1] https://twitter.com/popmech/status/851783946018988032

Top URLs in Tweet in G4:
[10] http://www.cnbc.com/2017/04/07/15-minimum-wage-fighting-back-commentary.html
[4] http://www.cnbc.com/2017/04/07/15-minimum-wage-fighting-back-commentary.html?utm_content=buffer2ff23&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.bloomberg.com/news/articles/2017-04-06/college-grads-stuck-with-low-wages-as-hiring-in-u-s-heats-up?utm_content=buffer3effd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://wtop.com/government/2017/04/federal-workers-due-for-pay-increase-after-hiring-freeze-ends/?utm_content=buffer82bab&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://illinoistimes.com/article-18545-democrats-push-for-minimum-wage-increase.html
[2] http://www.washingtonpost.com/blogs/dr-gridlock/wp/2017/04/18/wages-for-contract-workers-at-national-and-dulles-airports-could-increase-by-4-an-hour/?tid=ss_tw
[2] https://twitter.com/WSpriggs/status/850336998451802112
[1] https://twitter.com/i/web/status/855136766583615493
[1] http://www.chicagotribune.com/suburbs/daily-southtown/news/ct-sta-calumet-minimum-wage-st-0406-20170405-story.html
[1] http://www.rifuture.org/opportunity-exploitation-wage/

Top URLs in Tweet in G5:
[33] https://twitter.com/alt_labor/status/854689296036634625

Top URLs in Tweet in G6:
[21] https://twitter.com/thercn/status/852446478031360001
[1] https://twitter.com/i/web/status/853129910323490816
[1] https://twitter.com/thercn/status/852234904712736768

Top URLs in Tweet in G7:
[9] http://www.king5.com/money/fair-wages-contribute-to-50-years-of-success-says-ceo/432373681
[1] http://www.dailyrecord.com/story/news/local/morris-county/2017/04/13/menendez-honors-50-years-green-parsippany-business/100429754/
[1] https://twitter.com/i/web/status/852884575638495232

Top URLs in Tweet in G8:
[7] https://twitter.com/WSpriggs/status/850336998451802112
[5] http://illinoistimes.com/article-18545-democrats-push-for-minimum-wage-increase.html
[4] http://www.vox.com/policy-and-politics/2017/4/10/15224078/fight-for-15-minimum-wage-baltimore
[2] http://www.southwestjournal.com/news/2017/04/three-council-members-support-15-minimum-wage/
[2] http://editorsguild.com/LaborNews.cfm?LaborNewsid=27719
[1] http://www.phillytrib.com/ap/wolf-budget-seeks-minimum-wage-boost-to-an-hour/article_b6ca6602-475e-5788-8a9e-8f5823dda530.html
[1] http://www.startribune.com/city-council-path-clears-in-minneapolis-for-15-minimum-wage/419197174/
[1] https://twitter.com/NelpNews/status/852848248612106240
[1] http://www.kcrg.com/content/news/Johnson-county-supervisors-continue-to-fight-for-minimum-wage--419340184.html
[1] https://www.usnews.com/news/best-states/iowa/articles/2017-04-18/johnson-county-wont-challenge-new-minimum-wage-law

Top URLs in Tweet in G9:
[13] http://wisconsingazette.com/2017/04/12/koch-brothers-prevailing-wage/?utm_content=buffer76577&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://wisconsingazette.com/2017/04/12/koch-brothers-prevailing-wage/?utm_content=buffer11ed1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/852869184082120705
[1] https://twitter.com/i/web/status/852884360491655169

Top URLs in Tweet in G10:
[1] https://twitter.com/WSpriggs/status/850336998451802112
[1] http://www.southwestjournal.com/news/2017/04/three-council-members-support-15-minimum-wage/
[1] http://www.washingtonpost.com/blogs/dr-gridlock/wp/2017/04/18/wages-for-contract-workers-at-national-and-dulles-airports-could-increase-by-4-an-hour/?tid=ss_tw
[1] https://twitter.com/i/web/status/852612448112832515
[1] https://twitter.com/i/web/status/852507617314426883

Top Domains
Top Domains in Tweet in Entire Graph:
[128] twitter.com
[19] wisconsingazette.com
[15] cnbc.com
[12] issuesusa.org
[10] king5.com
[10] huffingtonpost.com
[10] press-citizen.com
[8] illinoistimes.com
[7] suprpac.com
[7] pressherald.com

Top Domains in Tweet in G1:
[1] twitter.com

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

Top Domains in Tweet in G3:
[14] twitter.com
[12] issuesusa.org
[7] suprpac.com
[4] huffingtonpost.com
[2] fb.me
[2] actionnetwork.org
[1] wsj.com
[1] facebook.com
[1] washingtonpost.com
[1] aflcionc.org

Top Domains in Tweet in G4:
[14] cnbc.com
[4] twitter.com
[4] bloomberg.com
[4] wtop.com
[3] illinoistimes.com
[2] washingtonpost.com
[1] chicagotribune.com
[1] rifuture.org
[1] press-citizen.com

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

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

Top Domains in Tweet in G7:
[9] king5.com
[1] dailyrecord.com
[1] twitter.com

Top Domains in Tweet in G8:
[8] twitter.com
[5] illinoistimes.com
[4] vox.com
[2] southwestjournal.com
[2] editorsguild.com
[1] phillytrib.com
[1] startribune.com
[1] kcrg.com
[1] usnews.com
[1] king5.com

Top Domains in Tweet in G9:
[19] wisconsingazette.com
[2] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] southwestjournal.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[572] raisethewage
[119] fightfor15
[76] taxmarch
[47] minimumwage
[40] 1u
[40] scrapthecap
[21] livingwage
[21] outoftouch
[20] feelthebern
[19] strikefastfood



Top Hashtags in Tweet in G1:
[48] raisethewage
[8] pennsylvania

Top Hashtags in Tweet in G2:
[61] raisethewage
[61] taxmarch

Top Hashtags in Tweet in G3:
[57] raisethewage
[30] fightfor15
[24] 1u
[21] livingwage
[20] feelthebern
[20] minimumwage
[19] strikefastfood
[19] blacklivesmatter
[2] resist
[2] womensmarch

Top Hashtags in Tweet in G4:
[31] raisethewage
[14] fightfor15
[1] ri
[1] taxmarch
[1] minimumwage
[1] ff15

Top Hashtags in Tweet in G5:
[34] raisethewage

Top Hashtags in Tweet in G6:
[40] scrapthecap
[39] raisethewage
[15] engage

Top Hashtags in Tweet in G7:
[35] raisethewage
[21] outoftouch
[3] sustainability
[2] mlk
[2] minimumwage
[1] minwage

Top Hashtags in Tweet in G8:
[32] raisethewage
[6] jobsreport
[4] askingforafriend
[2] altfacts
[2] fightfor15
[1] nationalhighfiveday

Top Hashtags in Tweet in G9:
[19] koch
[17] raisethewage

Top Hashtags in Tweet in G10:
[11] taxmarch
[9] fightfor15
[8] raisethewage
[8] nh
[4] manchester
[4] nashua
[3] concord

Top Words
Top Words in Tweet in Entire Graph:
[269] Words in Sentiment List#1: Positive
[187] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[9830] Non-categorized Words
[10286] Total Words
[573] raisethewage
[304] wage
[210] minimum
[123] fightfor15
[91] increase

Top Words in Tweet in G1:
[53] padems
[48] raisethewage
[40] wage
[35] raising
[35] pennsylvanians
[32] minimum
[27] republicans
[27] support
[19] raise
[18] time

Top Words in Tweet in G2:
[61] increase
[61] minimum
[61] wage
[61] companies
[61] feed
[61] employees
[61] instead
[61] taxpayers
[61] doing
[61] raisethewage

Top Words in Tweet in G3:
[58] raisethewage
[30] fightfor15
[24] 1u
[21] 15
[21] livingwage
[20] feelthebern
[20] fight
[20] minimumwage
[19] strikefastfood
[19] blacklivesmatter

Top Words in Tweet in G4:
[31] raisethewage
[23] wage
[22] minimum
[18] 15
[18] fightfor15
[16] nelpnews
[14] here's
[14] winning
[14] wars
[14] now

Top Words in Tweet in G5:
[34] never
[34] raisethewage
[33] justicedems
[33] ask
[33] higher
[33] wage

Top Words in Tweet in G6:
[40] scrapthecap
[39] raisethewage
[37] joolzl23
[25] rcn
[25] members
[25] complete
[21] plz
[21] take
[21] minute
[21] few

Top Words in Tweet in G7:
[35] raisethewage
[21] trump
[21] grandkids
[21] 10
[21] lost
[21] tooth
[21] higher
[21] minimum
[21] wage
[21] 44

Top Words in Tweet in G8:
[32] raisethewage
[15] projectfairness
[9] wage
[8] lobbyists
[8] people
[6] stop
[6] jobsreport
[5] agree
[5] rep
[5] flowers

Top Words in Tweet in G9:
[19] koch
[19] brothers
[19] puppets
[19] push
[19] bill
[19] trash
[19] prevailing
[19] wage
[19] law
[19] wigazette

Top Words in Tweet in G10:
[15] wendys
[12] wages
[12] pay
[11] tax
[11] time
[11] hugely
[11] important
[11] working
[11] families
[11] mine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[210] minimum,wage
[66] increase,minimum
[66] wage,raisethewage
[61] wage,companies
[61] companies,feed
[61] feed,employees
[61] employees,instead
[61] instead,taxpayers
[61] taxpayers,doing
[61] doing,raisethewage

Top Word Pairs in Tweet in G1:
[32] minimum,wage
[27] support,raising
[15] raisethewage,pennsylvania
[15] pennsylvanians,political
[15] political,spectrum
[15] spectrum,republicans
[15] republicans,democrats
[15] democrats,independents
[15] independents,support
[15] raising,minimum

Top Word Pairs in Tweet in G2:
[61] increase,minimum
[61] minimum,wage
[61] wage,companies
[61] companies,feed
[61] feed,employees
[61] employees,instead
[61] instead,taxpayers
[61] taxpayers,doing
[61] doing,raisethewage
[61] raisethewage,taxmarch

Top Word Pairs in Tweet in G3:
[19] fight,15
[19] 15,fightfor15
[19] fightfor15,minimumwage
[19] minimumwage,livingwage
[19] livingwage,raisethewage
[19] raisethewage,strikefastfood
[19] strikefastfood,feelthebern
[19] feelthebern,blacklivesmatter
[19] blacklivesmatter,1u
[4] raisethewage,fightfor15

Top Word Pairs in Tweet in G4:
[22] minimum,wage
[14] here's,winning
[14] winning,15
[14] 15,minimum
[14] wage,wars
[14] wars,now
[10] now,nelp's
[10] nelp's,paul
[10] paul,sonn
[10] sonn,cnbcopinion

Top Word Pairs in Tweet in G5:
[33] justicedems,never
[33] never,ask
[33] ask,higher
[33] higher,wage
[33] wage,raisethewage

Top Word Pairs in Tweet in G6:
[39] scrapthecap,raisethewage
[25] rcn,members
[23] joolzl23,rcn
[21] members,plz
[21] plz,take
[21] take,minute
[21] minute,complete
[21] complete,few
[21] few,clicks
[21] clicks,scrapthecap

Top Word Pairs in Tweet in G7:
[21] trump,grandkids
[21] grandkids,10
[21] 10,lost
[21] lost,tooth
[21] tooth,higher
[21] higher,minimum
[21] minimum,wage
[21] wage,44
[21] 44,states
[21] states,outoftouch

Top Word Pairs in Tweet in G8:
[6] jobsreport,raisethewage
[5] agree,rep
[5] rep,flowers
[5] flowers,people
[5] people,liveable
[5] liveable,wage
[5] wage,raisethewage
[5] raisethewage,h
[5] aflcio,jobsreport
[4] killed,baltimore

Top Word Pairs in Tweet in G9:
[19] koch,brothers
[19] brothers,puppets
[19] puppets,push
[19] push,bill
[19] bill,trash
[19] trash,prevailing
[19] prevailing,wage
[19] wage,law
[19] law,wigazette
[17] wigazette,raisethewage

Top Word Pairs in Tweet in G10:
[11] tax,time
[11] time,hugely
[11] hugely,important
[11] important,working
[11] working,families
[11] families,mine
[11] mine,cause
[11] cause,low
[11] low,wages
[11] wages,wendys

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@peaceisactive
@padems
@joolzl23
@justicedems
@chrislu44
@alt_labor
@wigazette
@nelpnews
@projectfairness
@tndp

Top Mentioned in G1:
@padems
@onepennsylvania
@senscottwagner
@seiuhcpa
@kixxle
@megan_wint

Top Mentioned in G2:
@peaceisactive

Top Mentioned in G4:
@nelpnews
@workingamerica
@cnbcopinion
@steveahlquist
@rifuture
@jmooredc
@wtop
@mdhillraiser
@fightfor15
@alt_labor

Top Mentioned in G5:
@justicedems

Top Mentioned in G6:
@joolzl23

Top Mentioned in G7:
@chrislu44
@efpclean
@minimumwagebiz
@kvlahakis
@king5seattle
@dailyrecord

Top Mentioned in G8:
@projectfairness
@aflcio
@governortomwolf
@alt_labor

Top Mentioned in G9:
@wigazette
@alecexposed
@exposedbycmd

Top Mentioned in G10:
@wendys
@rwest817
@raiseupnh
@projectfairness
@alt_labor
@nelpnews

Top Tweeters
Top Tweeters in Entire Graph:
@marcylauren
@dalef3
@tizutyanchiz
@starcoreone02
@adbridgeforth
@mcdonalds
@rjber15
@reevynap
@rwwatchma
@antarianrani

Top Tweeters in G1:
@marcylauren
@freeandclear1
@kathclesage
@parody_bit
@bcunningham215
@stetayen
@bwaxman
@followfelloworg
@blackminivaan
@andrewuhring

Top Tweeters in G2:
@russelltim151
@armanwalker
@jttmmangwiro
@vgliatti
@kpheaney
@lindasue0818
@hope4the_future
@tinajac22661258
@deadprecariat
@shellylazoff

Top Tweeters in G3:
@redhed67
@fatdaddybulldog
@smittie61984
@bloviate_barbie
@claylaugier
@samantha_lamb_
@labordemocracy_
@nicosuavehh
@mattalley413
@larrykness

Top Tweeters in G4:
@wtop
@betzmyboyblue11
@hebertofriffs
@wbtphdjd
@mwgfla
@garrettruby
@mdhillraiser
@fightfor15
@populistvoice
@longfellowjean

Top Tweeters in G5:
@kaijuking23
@supareaper
@lesawilbert
@ktnicoll87
@dcfairbank
@ninma_
@u3y4bde
@recoveredcons
@cooluser51
@salosso

Top Tweeters in G6:
@carolinekin
@andy_notman
@thercn
@lesleyannp1
@bidc1
@racheltrevis
@stueymckenzie
@rosetintedlass
@joolzl23
@mandiejosh

Top Tweeters in G7:
@king5seattle
@bamilekeeavon
@sox_morgan
@mdtoorder
@dailyrecord
@dmiller_357
@mrsrazor66
@kennethbaer
@gem326
@efpclean

Top Tweeters in G8:
@charluv2011
@clrih9
@dearjudge
@frankie1654
@aflcio
@sarahbear80
@sammy27932003
@right_not_wrong
@yakkewantanebe
@repairrestores1

Top Tweeters in G9:
@ballerinax
@kirkmurphy
@tadrow
@shipman96
@themainepain
@ibizzee
@grayhairjoe
@andrealeon
@jerryj1997
@processanalyzer

Top Tweeters in G10:
@rjber15
@wendys
@docgamester
@kathy_km
@giraldo35
@cathygv61
@coldwarrior2000
@fightfor15la
@mikeburns77
@kylerkl