#HighlightingWomen, Twitter, 8/31/2019 6:40:50 PM, 208283


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#HighlightingWomen_2019-08-31_11-35-13.xlsx
#HighlightingWomen_2019-08-31_11-35-13.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 31, 2019
Short Description:
#HighlightingWomen via NodeXL http://bit.ly/2zHgZ2g
@womenalsoknow
@smandpbot
@c_wolbrecht
@dadakim
@profmichelson
@lbenabdallah
@debbiejsr
@naymaqayum
@ruthcarlitz
@stella_rouse

Top hashtags:
#highlightingwomen
#apsa2019
#womenalsoknowstuff
#womenalsoapsa

Description:
Description
The graph represents a network of 244 Twitter users whose recent tweets contained "#HighlightingWomen", 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 Saturday, 31 August 2019 at 18:35 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 10-minute period from Thursday, 22 August 2019 at 18:01 UTC to Saturday, 31 August 2019 at 18:11 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 : 244
Unique Edges : 496
Edges With Duplicates : 280
Total Edges : 776
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0.0685714285714286
Reciprocated Edge Ratio : 0.128342245989305
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 239
Maximum Edges in a Connected Component : 771
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.45108
Graph Density : 0.00946164743978952
Modularity : 0.415167
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[38] https://womenalsoknowstuff.com/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208278
[6] https://twitter.com/ae_gutierrez_/status/1167210331061530624
[5] https://twitter.com/shannimcg/status/1166074939704692736
[4] https://twitter.com/tanyabschwarz/status/1167501561402155008
[3] https://twitter.com/AngieMaxwell1/status/1167784267113488385
[2] https://twitter.com/marc_smith/status/1167848498458329088
[2] https://twitter.com/rachelbitecofer/status/1167222135342977025
[2] https://twitter.com/HollyAnnGarnett/status/1166731100347088896
[2] https://twitter.com/benepstein55/status/1167816020217815042

Top URLs in Tweet in G1:
[28] https://womenalsoknowstuff.com/
[3] https://twitter.com/shannimcg/status/1166074939704692736
[3] https://twitter.com/ae_gutierrez_/status/1167210331061530624
[3] https://twitter.com/tanyabschwarz/status/1167501561402155008
[2] https://twitter.com/PopeJohnW/status/1166029356831059968
[2] https://twitter.com/EllieNeffPowell/status/1166723766992461835
[2] https://twitter.com/daliaffahmy/status/1167149151001423872
[2] https://twitter.com/benepstein55/status/1167816020217815042
[2] https://twitter.com/AngieMaxwell1/status/1167784267113488385
[2] https://twitter.com/marc_smith/status/1167848498458329088

Top URLs in Tweet in G2:
[7] https://womenalsoknowstuff.com/
[2] https://twitter.com/ae_gutierrez_/status/1167210331061530624
[1] https://twitter.com/BetinaWilkinson/status/1167770701278916608
[1] https://twitter.com/lameramitotera/status/1167804632938242050
[1] https://twitter.com/shugars/status/1167805893595029504
[1] https://twitter.com/shannimcg/status/1166074939704692736
[1] https://twitter.com/dr_acps/status/1167411964949291008
[1] https://twitter.com/tanyabschwarz/status/1167501561402155008
[1] https://twitter.com/womenalsoknow/status/1164628413858091009

Top URLs in Tweet in G3:
[1] https://twitter.com/shannimcg/status/1166074939704692736
[1] https://twitter.com/HollyAnnGarnett/status/1166731100347088896
[1] https://twitter.com/rachelbitecofer/status/1167222135342977025
[1] https://twitter.com/ae_gutierrez_/status/1167210331061530624
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208278
[1] https://twitter.com/AngieMaxwell1/status/1167784267113488385
[1] https://twitter.com/jacob_montg/status/1167621574285058053
[1] https://www.cambridge.org/core/journals/perspectives-on-politics/volume/8F376B628DBA3ADE0F7BA70F062A50DD
[1] https://www.theatlantic.com/ideas/archive/2019/08/how-trump-reshaping-american-opinion/596335/
[1] https://www.nytimes.com/2019/08/28/opinion/trump-white-voters.html

Top URLs in Tweet in G4:
[2] https://womenalsoknowstuff.com/
[1] https://twitter.com/womenalsoknow/status/1164598410034450432
[1] https://twitter.com/womenalsoknow/status/1167089633945145344
[1] https://twitter.com/ruthcarlitz/status/1164666933742116865

Top URLs in Tweet in G6:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208278

Top URLs in Tweet in G7:
[1] https://womenalsoknowstuff.com/

Top URLs in Tweet in G8:
[1] http://convention2.allacademic.com/one/apsa/apsa19/index.php?program_focus=view_session&selected_session_id=1512494&cmd=online_program_direct_link&sub_action=online_program

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[196] highlightingwomen
[157] apsa2019
[126] womenalsoknowstuff
[45] womenalsoapsa
[17] promoteyoself
[9] apsa19
[4] womenalsoknow
[3] corruption
[3] greektragedy
[3] cunyproud



Top Hashtags in Tweet in G1:
[114] highlightingwomen
[62] apsa2019
[59] womenalsoknowstuff
[22] womenalsoapsa
[13] promoteyoself
[4] womenalsoknow
[3] apsa19
[1] apsa2016
[1] corruption
[1] greektragedy

Top Hashtags in Tweet in G2:
[39] womenalsoknowstuff
[38] highlightingwomen
[35] apsa2019
[8] womenalsoapsa
[3] promoteyoself

Top Hashtags in Tweet in G3:
[33] apsa2019
[25] highlightingwomen
[15] womenalsoknowstuff
[10] womenalsoapsa
[2] corruption
[2] greektragedy
[2] apsa19
[1] lula
[1] pt
[1] brazil

Top Hashtags in Tweet in G4:
[11] womenalsoknowstuff
[5] highlightingwomen
[3] apsa2019

Top Hashtags in Tweet in G5:
[7] apsa2019
[3] highlightingwomen
[2] womenalsoapsa

Top Hashtags in Tweet in G6:
[8] apsa2019
[3] highlightingwomen
[3] apsa19
[1] promoteyoself
[1] polcomm
[1] apsa
[1] womenalsoknowstuff
[1] polisci

Top Hashtags in Tweet in G7:
[3] apsa2019
[3] highlightingwomen
[3] cunyproud
[2] womenalsoapsa
[1] womenalsoknowstuff

Top Hashtags in Tweet in G8:
[5] apsa2019
[2] highlightingwomen

Top Hashtags in Tweet in G9:
[1] highlightingwomen
[1] apsa19

Top Hashtags in Tweet in G10:
[1] healthpolicy
[1] apsa2019
[1] highlightingwomen
[1] publicpolicy
[1] womenalsoapsa

Top Words
Top Words in Tweet in Entire Graph:
[309] Words in Sentiment List#1: Positive
[90] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9403] Non-categorized Words
[9802] Total Words
[418] #highlightingwomen
[241] #apsa2019
[191] #womenalsoknowstuff
[115] new
[115] #womenalsoapsa

Top Words in Tweet in G1:
[204] #highlightingwomen
[104] #womenalsoknowstuff
[89] #apsa2019
[67] new
[60] big
[44] https
[44] t
[44] co
[40] g7tdqgjxqg
[38] #womenalsoapsa

Top Words in Tweet in G2:
[99] #highlightingwomen
[58] #apsa2019
[51] #womenalsoknowstuff
[33] swag
[28] #womenalsoapsa
[23] new
[20] over
[19] keep
[18] today
[18] now

Top Words in Tweet in G3:
[65] #highlightingwomen
[57] #apsa2019
[34] #womenalsoapsa
[22] womenalsoknow
[20] president
[18] new
[18] #womenalsoknowstuff
[16] out
[13] panel
[12] betsysinclair1

Top Words in Tweet in G4:
[15] #highlightingwomen
[12] update
[11] profile
[11] #womenalsoknowstuff
[10] share
[10] today
[10] woman
[10] political
[10] science
[10] head

Top Words in Tweet in G5:
[9] pattymockler16
[9] #apsa2019
[9] #highlightingwomen
[8] queensupols
[8] womenalsoknow
[8] #womenalsoapsa
[5] today
[5] presenting
[5] 10
[5] 00am

Top Words in Tweet in G6:
[13] #apsa2019
[8] womenalsoknow
[8] #highlightingwomen
[7] #apsa19
[5] nodexl
[5] smandpbot
[5] apsatweets
[5] m_b_petersen
[5] poli_com
[5] mattgrossmann

Top Words in Tweet in G7:
[7] #highlightingwomen
[5] #apsa2019
[5] #womenalsoapsa
[4] new
[3] doubly
[3] #cunyproud
[3] gc_polisci
[3] alum
[3] cunykcc
[3] prof

Top Words in Tweet in G8:
[8] panel
[6] #apsa2019
[6] #highlightingwomen
[5] great
[5] womenalsoknow
[4] looking
[4] woman
[4] end
[4] come
[4] see

Top Words in Tweet in G9:
[2] fun
[2] read
[2] discuss
[2] paper
[2] out
[2] vic_paniagua
[2] 's
[2] award
[2] winning
[2] dissertation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[95] #womenalsoknowstuff,#highlightingwomen
[72] #highlightingwomen,#apsa2019
[57] https,t
[57] t,co
[50] co,g7tdqgjxqg
[50] g7tdqgjxqg,#womenalsoknowstuff
[45] #highlightingwomen,#womenalsoapsa
[36] working,summer
[36] summer,something
[36] something,really

Top Word Pairs in Tweet in G1:
[62] #womenalsoknowstuff,#highlightingwomen
[44] https,t
[44] t,co
[40] co,g7tdqgjxqg
[40] g7tdqgjxqg,#womenalsoknowstuff
[36] #highlightingwomen,#apsa2019
[30] working,summer
[30] summer,something
[30] something,really
[30] really,big

Top Word Pairs in Tweet in G2:
[25] #womenalsoknowstuff,#highlightingwomen
[19] #highlightingwomen,#apsa2019
[13] #womenalsoapsa,#highlightingwomen
[12] swag,#highlightingwomen
[12] taking,over
[11] #apsa2019,keep
[10] https,t
[10] t,co
[10] really,excuse
[10] excuse,cite

Top Word Pairs in Tweet in G3:
[22] #highlightingwomen,#womenalsoapsa
[14] #highlightingwomen,#apsa2019
[13] #womenalsoapsa,#apsa2019
[12] #apsa2019,womenalsoknow
[10] congrats,betsysinclair1
[10] betsysinclair1,new
[10] new,vice
[10] vice,president
[10] president,president
[10] president,elect

Top Word Pairs in Tweet in G4:
[10] woman,political
[10] political,science
[10] science,head
[10] head,update
[10] update,add
[10] add,profile
[10] profile,#highlightingwomen
[9] hard,keep
[9] keep,secret
[9] secret,today

Top Word Pairs in Tweet in G5:
[8] #highlightingwomen,#womenalsoapsa
[5] today,presenting
[5] presenting,#apsa2019
[5] #apsa2019,pattymockler16
[5] pattymockler16,queensupols
[5] queensupols,10
[5] 10,00am
[5] 00am,hilton
[5] hilton,gunston
[5] gunston,east

Top Word Pairs in Tweet in G6:
[5] #apsa2019,nodexl
[5] nodexl,smandpbot
[5] smandpbot,apsatweets
[5] apsatweets,m_b_petersen
[5] m_b_petersen,poli_com
[5] poli_com,mattgrossmann
[5] mattgrossmann,szasulja
[5] szasulja,womenalsoknow
[5] womenalsoknow,cup_polisci
[5] cup_polisci,daveahopkins

Top Word Pairs in Tweet in G7:
[4] #highlightingwomen,#womenalsoapsa
[3] doubly,#cunyproud
[3] #cunyproud,gc_polisci
[3] gc_polisci,alum
[3] alum,cunykcc
[3] cunykcc,prof
[3] prof,jennifer_corby
[3] jennifer_corby,presenting
[3] presenting,adam
[3] adam,smith

Top Word Pairs in Tweet in G8:
[5] #highlightingwomen,womenalsoknow
[4] looking,great
[4] great,woman
[4] woman,panel
[4] panel,end
[4] end,#apsa2019
[4] #apsa2019,come
[4] come,see
[4] see,careiling
[4] careiling,zainab

Top Word Pairs in Tweet in G9:
[2] fun,read
[2] read,discuss
[2] discuss,paper
[2] paper,out
[2] out,vic_paniagua
[2] vic_paniagua,'s
[2] 's,award
[2] award,winning
[2] winning,dissertation
[2] dissertation,elite

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@womenalsoknow
@profmichelson
@pocalsoknow
@stella_rouse
@apsatweets
@betsysinclair1
@pattymockler16
@wustlpolisci
@ashleyjardina
@queensupols

Top Mentioned in G1:
@womenalsoknow
@pocalsoknow
@profmichelson
@c_wolbrecht
@apsatweets
@stella_rouse
@jessica_piombo
@eva_ziegler_
@queensupols

Top Mentioned in G2:
@profmichelson
@womenalsoknow
@stella_rouse
@cruzita_osorio
@cebejarano
@profboydstun
@uptonorwell
@julie_wronski
@lilymasonphd
@elizabeth_l_m

Top Mentioned in G3:
@womenalsoknow
@betsysinclair1
@wustlpolisci
@ashleyjardina
@suzannemettler1
@jandachallenge
@stella_rouse
@ashdross
@poppublicsphere
@uofmpress

Top Mentioned in G4:
@womenalsoknow
@c_wolbrecht
@bethewhitaker
@lbenabdallah
@hjswedlund
@drdendere
@annakapambwe

Top Mentioned in G5:
@pattymockler16
@queensupols
@womenalsoknow
@csestweets
@rmccanadacmr
@apsatweets
@debraleiter
@umkansascity

Top Mentioned in G6:
@womenalsoknow
@smandpbot
@apsatweets
@m_b_petersen
@poli_com
@mattgrossmann
@szasulja
@cup_polisci
@daveahopkins
@joshuadarr

Top Mentioned in G7:
@gc_polisci
@cunykcc
@jennifer_corby
@dr_nmcarter
@ouppolitics

Top Mentioned in G8:
@womenalsoknow
@careiling
@mayajtudor

Top Mentioned in G9:
@vic_paniagua

Top Mentioned in G10:
@womenalsoknow
@aubreyleigh86
@scharschool

Top Tweeters
Top Tweeters in Entire Graph:
@maripuerta
@strongrengreng
@janniaragon
@cptleto
@prpeep
@atuspain
@tommymiles
@jmmuriu
@drstip
@dynarski

Top Tweeters in G1:
@maripuerta
@strongrengreng
@cptleto
@prpeep
@atuspain
@jmmuriu
@drstip
@dynarski
@joebeone
@shailjapatel

Top Tweeters in G2:
@janniaragon
@ludovicspeaks
@cmslaughter_
@pklinkne
@profmichelson
@chrispolpsych
@samracuna
@c_wolbrecht
@krodinehardy
@futuredrwillis

Top Tweeters in G3:
@julia_azari
@ucberkeley
@nathankalmoe
@jennifernvictor
@smandpbot
@abcronkhite
@uofmpress
@wustl
@thewpsa
@laueevans

Top Tweeters in G4:
@tommymiles
@drdendere
@dadakim
@djpressman
@zvavanyanger3
@mcclambchops
@lianlist
@lbenabdallah
@joshuacpowell
@annakapambwe

Top Tweeters in G5:
@jbschreiber
@umkansascity
@apsatweets
@anoush_ft
@st_martel
@rmccanadacmr
@hollyanngarnett
@queensupols
@pattymockler16
@matthewjyeo

Top Tweeters in G6:
@cmmcconnaughy
@adamambrogi
@mattgrossmann
@marc_smith
@poli_com
@cup_polisci
@lexorati
@daveahopkins
@joshuadarr
@szasulja

Top Tweeters in G7:
@profbrandle
@cunykcc
@ouppolitics
@gc_polisci
@naymaqayum
@dr_nmcarter
@jennifer_corby

Top Tweeters in G8:
@robinlturnerphd
@tanyabschwarz
@careiling
@chrissgregory
@mayajtudor

Top Tweeters in G9:
@fhollenbach
@simonweschle
@vic_paniagua

Top Tweeters in G10:
@scharschool
@bstabile1
@aubreyleigh86


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