#ire_nicar OR nicar, Twitter, 12/8/2019 1:28:45 AM, 218367


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#ire_nicar OR nicar_2019-12-07_17-04-00.xlsx
#ire_nicar OR nicar_2019-12-07_17-04-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2019
Short Description:
#ire_nicar OR nicar via NodeXL http://bit.ly/2RxxGHx
@ire_nicar
@kimbriell
@viannadavila
@poolcar4
@soficorreia
@saleemkhan
@whoamilist
@thegrade_
@steveasumner
@bombast47876007

Top hashtags:
#givingtuesday
#nicar20
#irestrong
#givingtuesday2019
#nicar
#kag
#jobalert

Description:
Description
The graph represents a network of 1,032 Twitter users whose tweets in the requested range contained "#ire_nicar OR nicar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 08 December 2019 at 01:04 UTC.

The requested start date was Sunday, 08 December 2019 at 01:01 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 11-day, 22-hour, 8-minute period from Sunday, 24 November 2019 at 05:01 UTC to Friday, 06 December 2019 at 03:10 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 : 1032
Unique Edges : 1717
Edges With Duplicates : 1284
Total Edges : 3001
Number of Edge Types : 3
Mentions : 2777
Replies to : 165
Tweet : 59
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0344262295081967
Reciprocated Edge Ratio : 0.0665610142630745
Connected Components : 40
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 936
Maximum Edges in a Connected Component : 2876
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.239932
Graph Density : 0.00177914871540388
Modularity : 0.515936
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,032 Twitter users whose tweets in the requested range contained "#ire_nicar OR nicar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 08 December 2019 at 01:04 UTC.

The requested start date was Sunday, 08 December 2019 at 01:01 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 11-day, 22-hour, 8-minute period from Sunday, 24 November 2019 at 05:01 UTC to Friday, 06 December 2019 at 03:10 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 : GraphServerTwitterSearch
Graph Term : #ire_nicar OR nicar
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:
[11] https://www.ire.org/donate
[10] http://www.ire.org/GiveNow
[7] https://www.ire.org/archives/39520
[6] https://bit.ly/2QnVrl6
[4] https://twitter.com/JenniferDale/status/1202616731061116929
[4] http://ire.org/GiveNow
[4] https://buff.ly/2r8AgJj
[3] https://twitter.com/IRE_NICAR/status/1202615276598108160
[3] https://www.wbanewsroom.org/newsroom-watchdog-training/
[3] https://www.humblebundle.com/books/data-science-no-starch-books

Top URLs in Tweet in G1:
[1] https://nantmedia.wd5.myworkdayjobs.com/en-US/LATimesCareers/job/Washington-DC/Investigative-Reporter--Washington--DC_REQ_000338
[1] https://www.ire.org/events-and-training/conferences/nicar-2020/hands-on-workshops#upping-excel

Top URLs in Tweet in G2:
[11] https://www.ire.org/donate
[10] http://www.ire.org/GiveNow
[7] https://www.ire.org/archives/39520
[6] https://bit.ly/2QnVrl6
[4] https://twitter.com/JenniferDale/status/1202616731061116929
[3] http://ire.org/GiveNow
[3] https://www.wbanewsroom.org/newsroom-watchdog-training/
[2] https://www.ire.org/archives/39596
[2] https://app.mobilecause.com/form/qycOsg
[2] https://buff.ly/2r8AgJj

Top URLs in Tweet in G3:
[1] http://snocoreporter.com/foreclosure-corruption-homelessness/
[1] https://seattletimes.applytojob.com/apply/Sned98fCsD/Project-Homeless-Reporter
[1] https://twitter.com/orhumanities/status/1201933877561847808
[1] https://bit.ly/2rNURTk

Top URLs in Tweet in G4:
[1] https://www.ire.org/events-and-training/fellowships-and-scholarships#garymarx
[1] https://bit.ly/37P9Qgp

Top URLs in Tweet in G6:
[2] https://arizona-republic.forms.fm/declining-groundwater-and-dry-wells/forms/7484
[2] https://www.azcentral.com/in-depth/news/local/arizona-environment/2019/12/05/wells-drying-up-around-willcox-where-effort-change-groundwater-rules-failed/2357906001/
[1] https://cm.azcentral.com/specialoffer/?gps-source=CPSUBSERV&utm_medium=ONSITE&utm_campaign=CPSUBSERV&utm_content=CPSUBSERV&utm_source=CPSUBSERV
[1] https://media.giphy.com/media/LkZiijVBTND2SyIpuh/giphy.gif
[1] https://www.azcentral.com/in-depth/news/local/arizona-environment/2019/12/05/biggest-water-users-arizona-farms-keep-drilling-deeper/3937582002/
[1] https://media.giphy.com/media/jOQGSuurAtVdR2YbpX/giphy.gif
[1] https://www.azcentral.com/in-depth/news/local/arizona-environment/2019/12/05/unregulated-pumping-arizona-groundwater-dry-wells/2425078001/
[1] https://www.azcentral.com/in-depth/news/local/don-bolles/2019/12/03/wiretapping-story-haunted-reporter-don-bolles-until-his-death/4265879002/
[1] https://www.azcentral.com/in-depth/news/arizona-republic/2019/11/01/rediscovering-don-bolles-murdered-journalist-podcast/3775957002/

Top URLs in Tweet in G7:
[1] https://twitter.com/IRE_NICAR/status/1201908979074502656

Top URLs in Tweet in G8:
[3] https://www.humblebundle.com/books/data-science-no-starch-books
[2] https://buff.ly/2r8AgJj
[1] https://www.investigatetv.com/post-episode-13/
[1] http://www.investigatetv.com/post-hidden-cameras/
[1] https://twitter.com/sarhutch/status/1201579859404902401
[1] https://www.ire.org/events-and-training/conferences/nicar-2020/hands-on-workshops

Top URLs in Tweet in G9:
[2] https://twitter.com/Sports___Fan/status/1173781531287904256

Top Domains
Top Domains in Tweet in Entire Graph:
[46] ire.org
[28] twitter.com
[13] bit.ly
[8] buff.ly
[7] azcentral.com
[6] ift.tt
[5] mobilecause.com
[3] wbanewsroom.org
[3] humblebundle.com
[2] forms.fm

Top Domains in Tweet in G1:
[1] myworkdayjobs.com
[1] ire.org

Top Domains in Tweet in G2:
[39] ire.org
[17] twitter.com
[10] bit.ly
[6] buff.ly
[5] mobilecause.com
[3] wbanewsroom.org
[1] wmbfnews.com
[1] dailynorthwestern.com
[1] phoenixnewtimes.com
[1] soundcloud.com

Top Domains in Tweet in G3:
[1] snocoreporter.com
[1] applytojob.com
[1] twitter.com
[1] bit.ly

Top Domains in Tweet in G4:
[1] ire.org
[1] bit.ly

Top Domains in Tweet in G6:
[7] azcentral.com
[2] forms.fm
[2] giphy.com

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

Top Domains in Tweet in G8:
[3] humblebundle.com
[2] investigatetv.com
[2] buff.ly
[1] twitter.com
[1] ire.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[55] givingtuesday
[31] nicar20
[15] irestrong
[8] givingtuesday2019
[3] nicar
[2] kag
[2] jobalert
[2] beephone
[2] journojobs
[2] ire20



Top Hashtags in Tweet in G1:
[3] nicar20
[1] foia

Top Hashtags in Tweet in G2:
[40] givingtuesday
[21] nicar20
[15] irestrong
[8] givingtuesday2019
[2] ire20
[2] jobalert
[1] dataviz
[1] journalismjobs
[1] irest
[1] kipcamp

Top Hashtags in Tweet in G3:
[1] morelatinosinnews

Top Hashtags in Tweet in G4:
[2] givingtuesday

Top Hashtags in Tweet in G6:
[1] banfactoryfarms
[1] freepress

Top Hashtags in Tweet in G7:
[2] kag
[2] givingtuesday
[1] removetrump
[1] canada

Top Hashtags in Tweet in G8:
[7] nicar20

Top Hashtags in Tweet in G9:
[1] nfl100

Top Words
Top Words in Tweet in Entire Graph:
[551] Words in Sentiment List#1: Positive
[231] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[20467] Non-categorized Words
[21249] Total Words
[374] hiring
[373] ire_nicar
[366] reporter
[349] investigative
[310] data

Top Words in Tweet in G1:
[254] kimbriell
[251] investigative
[250] reporter
[250] story
[249] job
[249] alert
[249] hiring
[249] times
[249] data
[249] whisperers

Top Words in Tweet in G2:
[217] ire_nicar
[56] director
[52] editorial
[48] ire
[46] sarhutch
[40] #givingtuesday
[36] apply
[28] work
[26] job
[25] âœ

Top Words in Tweet in G3:
[92] hiring
[92] seattletimes
[91] viannadavila
[90] project
[90] reporter
[89] homeless
[88] team
[88] covering
[88] one
[88] important

Top Words in Tweet in G4:
[73] poolcar4
[71] scholarships
[70] reporters
[70] columbiachi
[67] applications
[67] open
[67] journalism
[62] investigative
[60] aspiring
[60] tomorrow

Top Words in Tweet in G5:
[30] guardian
[30] guardiannews
[30] hrw
[30] icfj
[30] icijorg
[30] ifex
[30] ifjglobal
[30] index_magazine
[29] indexcensorship
[29] insinews

Top Words in Tweet in G6:
[65] azcentral
[54] ire_nicar
[53] robodellaz
[50] henlemark
[50] azcenvironment
[50] photochowder
[50] jzarracina
[50] mitchthorson
[50] shawnjsullivan
[39] byianjames

Top Words in Tweet in G7:
[2] msnbc
[2] chrislhayes
[2] gop
[2] going
[2] such
[2] lengths
[2] defend
[2] unqualified
[2] corrupt
[2] trump

Top Words in Tweet in G8:
[17] data
[12] ire_nicar
[8] episode
[8] hands
[8] denisemalan
[7] open
[7] workshops
[7] #nicar20
[6] ðÿž
[6] registration

Top Words in Tweet in G9:
[2] nfl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[262] investigative,reporter
[258] job,alert
[258] public,records
[257] alert,hiring
[257] hiring,investigative
[257] reporter,times
[257] times,data
[257] data,whisperers
[257] whisperers,public
[257] records,gurus

Top Word Pairs in Tweet in G1:
[250] investigative,reporter
[249] job,alert
[249] alert,hiring
[249] hiring,investigative
[249] reporter,times
[249] times,data
[249] data,whisperers
[249] whisperers,public
[249] public,records
[249] records,gurus

Top Word Pairs in Tweet in G2:
[52] editorial,director
[24] sarhutch,ire_nicar
[19] boot,camp
[16] #nicar20,conference
[15] interested,attending
[15] attending,ire_nicar
[15] ire_nicar,data
[15] data,boot
[15] camp,march
[15] march,#nicar20

Top Word Pairs in Tweet in G3:
[88] hiring,reporter
[88] reporter,seattletimes
[88] seattletimes,project
[88] project,homeless
[88] homeless,team
[88] team,covering
[88] covering,one
[88] one,important
[88] important,issues
[87] viannadavila,hiring

Top Word Pairs in Tweet in G4:
[67] applications,open
[60] aspiring,investigative
[60] investigative,reporters
[60] reporters,applications
[60] open,tomorrow
[60] tomorrow,columbiachi
[60] columbiachi,giving
[60] giving,5000
[60] 5000,scholarships
[60] scholarships,journalism

Top Word Pairs in Tweet in G5:
[30] guardian,guardiannews
[30] guardiannews,hrw
[30] hrw,icfj
[30] icfj,icijorg
[30] icijorg,ifex
[30] ifex,ifjglobal
[30] ifjglobal,index_magazine
[29] index_magazine,indexcensorship
[29] indexcensorship,insinews
[28] insinews,investigate_eu

Top Word Pairs in Tweet in G6:
[50] robodellaz,henlemark
[50] henlemark,azcentral
[50] azcentral,azcenvironment
[50] azcenvironment,photochowder
[50] photochowder,jzarracina
[50] jzarracina,mitchthorson
[50] mitchthorson,shawnjsullivan
[50] shawnjsullivan,ire_nicar
[39] byianjames,robodellaz
[37] ire_nicar,sejorâ

Top Word Pairs in Tweet in G7:
[2] msnbc,chrislhayes
[2] chrislhayes,gop
[2] gop,going
[2] going,such
[2] such,lengths
[2] lengths,defend
[2] defend,unqualified
[2] unqualified,corrupt
[2] corrupt,trump
[2] trump,trump2020

Top Word Pairs in Tweet in G8:
[7] hands,workshops
[6] ðÿž,registration
[6] registration,open
[6] open,hands
[6] workshops,#nicar20
[6] #nicar20,best
[6] best,way
[6] way,guarantee
[6] guarantee,seat
[6] seat,learn

Top Replied-To
Top Replied-To in Entire Graph:
@sarhutch
@robodellaz
@adrienne_wavy
@ire_nicar
@kimbriell
@juliettegarside
@theshiftnews
@stephengrey
@viannadavila
@mcaruanagalizia

Top Replied-To in G1:
@kimbriell

Top Replied-To in G2:
@sarhutch
@adrienne_wavy
@ire_nicar
@scervenka
@cfarivar
@jessicahuseman
@petedujardin
@anfuller
@carlonibrittany
@annaliznichols

Top Replied-To in G3:
@viannadavila
@fvaraorta
@writersofcolor
@nahj
@zigelyte
@jadiehm

Top Replied-To in G5:
@juliettegarside
@theshiftnews
@stephengrey
@mcaruanagalizia
@sarah_m_clarke
@independentmlt
@ann2405
@earthling70
@rte_primetime
@corinne_vella

Top Replied-To in G6:
@robodellaz
@byianjames
@azcentral

Top Replied-To in G7:
@msnbc

Top Replied-To in G8:
@ire_nicar
@sarhutch

Top Replied-To in G9:
@sports___fan

Top Replied-To in G10:
@ustreasury

Top Mentioned
Top Mentioned in Entire Graph:
@ire_nicar
@kimbriell
@seattletimes
@viannadavila
@poolcar4
@columbiachi
@azcentral
@henlemark
@azcenvironment
@photochowder

Top Mentioned in G1:
@kimbriell
@ire_nicar
@writersofcolor
@maryjowebster
@nicolesadek
@naiknrj
@maryannbatlle
@chrisgrisbynews

Top Mentioned in G2:
@ire_nicar
@sarhutch
@ibwellssociety
@mizzousundevil
@live5news
@brianmrosenthal
@jriep
@nicolevap
@jodienbc4
@coreygjohnson

Top Mentioned in G3:
@seattletimes
@viannadavila
@ire_nicar
@nahj
@nlgja
@aaja
@najournalists
@nabj
@spjwash
@spjdiversity

Top Mentioned in G4:
@poolcar4
@columbiachi
@chicagotribune
@ire
@bettergov
@viannadavila
@seattletimes
@ire_nicar

Top Mentioned in G5:
@guardian
@guardiannews
@hrw
@icfj
@icijorg
@ifex
@ifjglobal
@index_magazine
@indexcensorship
@insinews

Top Mentioned in G6:
@azcentral
@ire_nicar
@henlemark
@azcenvironment
@photochowder
@jzarracina
@mitchthorson
@shawnjsullivan
@robodellaz
@byianjames

Top Mentioned in G7:
@ire_nicar
@chrislhayes
@gop
@trump2020
@reveal
@bombast47876007
@msnbc
@motherjones
@buzzfeed

Top Mentioned in G8:
@ire_nicar
@denisemalan
@rji
@pattidivincenzo
@investigatetv
@racheldepompa
@sarhutch
@barbaralaker
@wendyruderman
@rwells1961

Top Mentioned in G9:
@mgomezorta
@christopher1127
@calhisports
@cvbleachermom
@letsgo_wolfpack
@thesangerscene
@sagaftra
@ncaadii
@ire_nicar
@edisonboysbball

Top Mentioned in G10:
@whnsc
@us_fda
@fec
@social
@uscis
@ussupremecourt
@uscourts
@statedept

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@ligayaloyola
@sunnysingh_n6
@le_figaro
@guardian
@marthalynneowe1
@johnczer1
@vlanghiari34
@wise_diva
@tigerbeat

Top Tweeters in G1:
@dichristine
@ligayaloyola
@marthalynneowe1
@vlanghiari34
@wise_diva
@tigerbeat
@lawbibliophile
@wechoosewisdom
@teckiegirl
@painter_nancy

Top Tweeters in G2:
@spencerkarter
@news4sa
@ndn
@okavangomick
@thenewspress
@local4news
@georgevhulme
@wavy_news
@wr_record
@cfarivar

Top Tweeters in G3:
@geegeebythesea
@sacourtreporter
@seattletimes
@a_w_h_i_u
@jontalton
@fizapirani
@monicarhor
@frankgrs
@vovomeyer
@hildyjohns

Top Tweeters in G4:
@lawgirl318
@chicagotribune
@swmstn2
@pawstintexas
@strannik_reb45
@maudlynei
@arielfab
@jessitaylorro
@raylong
@radiokitty

Top Tweeters in G5:
@le_figaro
@guardian
@johnczer1
@le_parisien
@lemondefr
@guardiannews
@hrw
@ifex
@indexcensorship
@independentmlt

Top Tweeters in G6:
@sunnysingh_n6
@usatoday
@tenneynaumer
@narelleford
@azcentral
@tammyinmt406
@solhog
@tbbrame
@luvlibertypeace
@gorenielsen

Top Tweeters in G7:
@abcnews
@cnn
@buzzfeed
@cbsnews
@nbcnews
@motherjones
@msnbc
@chrislhayes
@propublica
@cairnational

Top Tweeters in G8:
@nbc12
@justbementalist
@racheldepompa
@kclarkcollege
@sharon000
@rji
@akesslerdc
@ameliamn
@charlesminshew
@kcrowebasspro

Top Tweeters in G9:
@nfl
@pagmeter
@sports___fan
@calhisports
@neeksfsu
@whoamilist
@cvbleachermom
@profootballhof
@ncaadii
@christopher1127

Top Tweeters in G10:
@statedept
@steveasumner
@deptofdefense
@demgovs
@usagov
@uscis
@us_fda
@thejusticedept
@usgsa
@housedem