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Speech Writing_2019-11-08_08-04-34.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2019
Short Description:
Speech Writing via NodeXL http://bit.ly/2Cu22Sw
@tedcruz
@yuriwinks
@usatoday
@usatodayopinion
@bainjal
@thepri
@ilhanmn
@schlebovec
@carrie_moley
@realdonaldtrump

Top hashtags:
#pay
#writing
#speech
#research
#essay
#unexpectedvoices
#worldspeechday
#do
#term

Description:
Description
The graph represents a network of 6,206 Twitter users whose tweets in the requested range contained "Speech Writing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 16:05 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 13-day, 18-hour, 16-minute period from Wednesday, 23 October 2019 at 06:37 UTC to Wednesday, 06 November 2019 at 00:53 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 : 6206
Unique Edges : 7027
Edges With Duplicates : 465
Total Edges : 7492
Number of Edge Types : 3
Tweet : 1406
Mentions : 5243
Replies to : 843
Self-Loops : 1406
Reciprocated Vertex Pair Ratio : 0.00788061703554661
Reciprocated Edge Ratio : 0.0156379970054899
Connected Components : 1879
Single-Vertex Connected Components : 918
Maximum Vertices in a Connected Component : 465
Maximum Edges in a Connected Component : 1308
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.469685
Graph Density : 0.00015609650196854
Modularity : 0.832358
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,206 Twitter users whose tweets in the requested range contained "Speech Writing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 16:05 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 13-day, 18-hour, 16-minute period from Wednesday, 23 October 2019 at 06:37 UTC to Wednesday, 06 November 2019 at 00:53 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 : Speech Writing
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[321] https://theprint.in/opinion/indian-media-congress-abuse-of-power-legitimise-normalise-lies-hate-speech-bjp-rss-narendra-modi/312800/
[30] https://twitter.com/sfzombie247/status/1187966320375001088
[15] https://www.allspeechesgreatandsmall.com/
[14] https://hsstaffing.com/speech-writing
[13] https://www.nytimes.com/2019/10/31/opinion/aaron-sorkin-mark-zuckerberg-facebook.html
[12] https://www.mrazamhome.com/
[9] http://po.st/scms/OrMCe04Lcp0lOFmbYkPbSQ4Q6C_OS3K4vit_a04Lcg/UqQZLE
[9] https://www.evangelism.jp/service_category/speech-and-writing/
[6] https://www.poynter.org/reporting-editing/2019/what-i-learned-about-writing-from-reading-greta-thunbergs-speech-to-the-u-n/
[5] https://www.nytimes.com/2019/10/31/opinion/aaron-sorkin-mark-zuckerberg-facebook.html?smid=nytcore-ios-share

Top URLs in Tweet in G1:
[15] https://www.allspeechesgreatandsmall.com/
[14] https://hsstaffing.com/speech-writing
[12] https://www.nytimes.com/2019/10/31/opinion/aaron-sorkin-mark-zuckerberg-facebook.html
[3] https://darrienia.com/2019/06/21/what-is-the-correct-way-to-write-speech-in-a-novel/
[2] https://www.nytimes.com/2019/10/31/opinion/aaron-sorkin-mark-zuckerberg-facebook.html?smid=nytcore-ios-share
[2] https://www.allspeechesgreatandsmall.com/the-grooms-speech/
[2] http://aloysius5.com/2019/11/04/figures-of-speech-3/
[1] https://twitter.com/i/web/status/1186933612446474240
[1] https://twitter.com/i/web/status/1186933739789733888
[1] https://twitter.com/i/web/status/1186938888096550913

Top URLs in Tweet in G2:
[1] https://www.usatoday.com/story/opinion/2019/10/22/nba-champion-free-speech-bring-change-china-ted-cruz-column/4052148002/

Top URLs in Tweet in G3:
[321] https://theprint.in/opinion/indian-media-congress-abuse-of-power-legitimise-normalise-lies-hate-speech-bjp-rss-narendra-modi/312800/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1190033349982801922

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1187458446716743682
[1] https://twitter.com/i/web/status/1188364961581547521
[1] https://twitter.com/i/web/status/1188436807920295936
[1] https://twitter.com/i/web/status/1190047951789416456
[1] https://twitter.com/i/web/status/1189942115381334016
[1] https://twitter.com/i/web/status/1189921823116279808
[1] https://twitter.com/i/web/status/1189773382264311808
[1] https://twitter.com/i/web/status/1189769302796361729
[1] https://twitter.com/i/web/status/1189686334937534464
[1] https://twitter.com/i/web/status/1189574980754984961

Top URLs in Tweet in G7:
[1] https://www.koreaboo.com/stories/bts-rm-un-speech-taught-in-class-tested-exams/

Top URLs in Tweet in G9:
[1] https://winnipeg.ctvnews.ca/youth-from-grassy-narrows-and-amnesty-international-launch-letter-writing-campaign-to-address-mercury-crisis-1.4669217
[1] https://twitter.com/mstepanic/status/1190300235546779648
[1] https://twitter.com/i/web/status/1190424886159794177
[1] https://twitter.com/i/web/status/1189886094705168384

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1189881474524205058

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[48] pay
[32] writing
[25] speech
[18] research
[17] essay
[15] unexpectedvoices
[15] worldspeechday
[14] do
[14] term
[13] biology



Top Hashtags in Tweet in G1:
[26] pay
[14] speech
[14] writing
[11] research
[9] dissertation
[8] report
[8] biology
[8] term
[7] essay
[5] thesis

Top Hashtags in Tweet in G5:
[4] fg

Top Hashtags in Tweet in G6:
[1] inspiration
[1] cutbait
[1] impeachandremove
[1] resign
[1] favoritetrumptweet
[1] 25thamendmentnow

Top Hashtags in Tweet in G9:
[1] justiceforgrassynarrows

Top Words
Top Words in Tweet in Entire Graph:
[3368] Words in Sentiment List#1: Positive
[3661] Words in Sentiment List#2: Negative
[239] Words in Sentiment List#3: Angry/Violent
[107112] Non-categorized Words
[114143] Total Words
[3354] writing
[3188] speech
[881] s
[589] now
[478] eunbi

Top Words in Tweet in G1:
[955] speech
[943] writing
[91] one
[88] t
[87] s
[80] m
[77] want
[69] write
[66] something
[66] make

Top Words in Tweet in G2:
[411] writing
[411] usatodayopinion
[411] tedcruz
[411] companies
[411] sports
[411] leagues
[411] stop
[411] importing
[411] censorship
[411] oppression

Top Words in Tweet in G3:
[321] indian
[321] media
[321] used
[321] call
[321] out
[321] congress
[321] abuse
[321] power
[321] now
[321] legitimises

Top Words in Tweet in G4:
[476] s
[476] eunbi
[240] yuri
[238] sure
[238] bring
[238] lump
[238] throat
[238] guess
[238] doing
[238] really

Top Words in Tweet in G5:
[224] read
[116] writing
[113] guy
[112] first
[112] tweet
[112] now
[112] same
[112] following
[112] three
[112] tweets

Top Words in Tweet in G6:
[57] speech
[51] writing
[47] realdonaldtrump
[11] t
[10] start
[10] resignation
[9] very
[9] whitehouse
[8] eschnure
[8] word

Top Words in Tweet in G7:
[86] bts
[86] academic
[86] world
[86] collide
[86] m
[86] still
[86] impressed
[86] inspired
[86] sincerity
[86] impact

Top Words in Tweet in G8:
[158] dhikr
[158] strength
[79] gives
[79] person
[79] without
[79] saw
[79] wonders
[78] penabdull
[2] ibn
[2] write

Top Words in Tweet in G9:
[57] speech
[52] trouble
[52] speaking
[52] impairments
[52] learning
[52] disabilities
[52] steve
[52] fobister
[52] 22
[52] year

Top Words in Tweet in G10:
[70] essay
[70] writing
[70] speech
[70] competition
[70] conducted
[70] stpi
[70] warangal
[70] integrity
[70] way
[70] life

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[541] writing,speech
[516] speech,writing
[411] writing,usatodayopinion
[411] usatodayopinion,tedcruz
[411] tedcruz,companies
[411] companies,sports
[411] sports,leagues
[411] leagues,stop
[411] stop,importing
[411] importing,censorship

Top Word Pairs in Tweet in G1:
[225] writing,speech
[168] speech,writing
[50] speech,protections
[49] protections,make
[49] one,gets
[48] make,sure
[48] sure,one
[47] want,speech
[44] gets,imprisoned
[44] imprisoned,killed

Top Word Pairs in Tweet in G2:
[411] writing,usatodayopinion
[411] usatodayopinion,tedcruz
[411] tedcruz,companies
[411] companies,sports
[411] sports,leagues
[411] leagues,stop
[411] stop,importing
[411] importing,censorship
[411] censorship,oppression
[410] usatoday,writing

Top Word Pairs in Tweet in G3:
[321] indian,media
[321] media,used
[321] used,call
[321] call,out
[321] out,congress
[321] congress,abuse
[321] abuse,power
[321] power,now
[321] now,legitimises
[321] legitimises,lies

Top Word Pairs in Tweet in G4:
[238] sure,bring
[238] bring,lump
[238] lump,throat
[238] throat,guess
[238] guess,s
[238] s,doing
[238] doing,really
[238] really,good
[238] good,eunbi
[238] eunbi,yuri

Top Word Pairs in Tweet in G5:
[112] read,first
[112] first,tweet
[112] tweet,now
[112] now,read
[112] read,same
[112] same,guy
[112] guy,writing
[112] writing,following
[112] following,three
[112] three,tweets

Top Word Pairs in Tweet in G6:
[10] writing,resignation
[10] resignation,speech
[9] start,writing
[8] speech,writing
[6] need,tips
[6] tips,writing
[6] writing,perfect
[6] perfect,speech
[6] speech,join
[6] join,conversation

Top Word Pairs in Tweet in G7:
[86] bts,academic
[86] academic,world
[86] world,collide
[86] collide,m
[86] m,still
[86] still,impressed
[86] impressed,inspired
[86] inspired,sincerity
[86] sincerity,impact
[86] impact,namjoon

Top Word Pairs in Tweet in G8:
[79] dhikr,gives
[79] gives,person
[79] person,strength
[79] strength,dhikr
[79] dhikr,without
[79] without,saw
[79] saw,wonders
[79] wonders,strength
[78] penabdull,dhikr

Top Word Pairs in Tweet in G9:
[52] trouble,speaking
[52] speaking,speech
[52] speech,impairments
[52] impairments,learning
[52] learning,disabilities
[52] disabilities,steve
[52] steve,fobister
[52] fobister,22
[52] 22,year
[52] year,old

Top Word Pairs in Tweet in G10:
[70] essay,writing
[70] writing,speech
[70] speech,competition
[70] competition,conducted
[70] conducted,stpi
[70] stpi,warangal
[70] warangal,integrity
[70] integrity,way
[70] way,life
[70] life,part

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@stengel
@abc
@bmoulinneuf
@joebiden
@donaldjtrumpjr
@naval
@acielumumba
@prageru
@nbcnews

Top Replied-To in G3:
@umashankarsingh

Top Replied-To in G5:
@gcraughwell

Top Replied-To in G6:
@realdonaldtrump
@arifleischer
@mysterysolvent
@stevescalise
@repthomasmassie
@mattbevin
@andyostroy
@alicelilly1
@spookyazcteddie
@jimmykimmel

Top Replied-To in G9:
@yanggangnorth
@pilarmart
@sophiaphotos

Top Mentioned
Top Mentioned in Entire Graph:
@tedcruz
@usatodayopinion
@usatoday
@bainjal
@thepri
@yuriwinks
@allpassingthing
@researchbts
@penabdull
@stpihyderabad

Top Mentioned in G1:
@simmillkj
@narellelynch1
@goa_niz
@vivek_shankar15
@rafollowra
@sublimewriter10
@iason_aeson

Top Mentioned in G2:
@usatodayopinion
@tedcruz
@usatoday

Top Mentioned in G3:
@bainjal
@thepri
@theprintindia
@sonaliranade

Top Mentioned in G4:
@yuriwinks

Top Mentioned in G5:
@allpassingthing
@blackcoffeecup
@gcraughwell
@charlieflanagan

Top Mentioned in G6:
@realdonaldtrump
@whitehouse
@eschnure
@ep_thinktank
@gaby_um
@mysterysolvent
@repthomasmassie
@barackobama
@jimmykimmel
@etiennebassot

Top Mentioned in G7:
@researchbts
@bts_twt

Top Mentioned in G8:
@penabdull

Top Mentioned in G9:
@freegrassy
@epldotca
@vbowlestpl
@jonkay
@torontolibrary
@frambush33
@bruceklorfine
@whimsley
@andreahorwath
@thejagmeetsingh

Top Mentioned in G10:
@stpihyderabad

Top Tweeters
Top Tweeters in Entire Graph:
@fkittlerbot
@tomthunkitsmind
@rlthingy
@mistersalesman
@jim_peoples_
@thepoliticalcat
@raybae689
@inquirerdotnet
@politicalhedge
@pavan_sethi

Top Tweeters in G1:
@fkittlerbot
@cbinflux
@robinmcouch
@nightnurse38
@ukfreenews
@inventingrealit
@wwg_1wga_
@clusternz
@newyorknewart
@brucehallsports

Top Tweeters in G2:
@raybae689
@usatoday
@liucdp2006nyc
@lily04022018
@snowlily518
@usatodayopinion
@tedcruz
@zeega333
@ct11281
@bb20428139

Top Tweeters in G3:
@pavan_sethi
@rajkshroff
@geetv79
@puriyash41
@mikedesai
@jainanil1968
@gops33
@18akgoyal
@nikhil_p_b
@ajitkumar_kanan

Top Tweeters in G4:
@jennn_n_
@cee5d5_6f
@doublezerofourx
@samoyeonbiased
@erryna_pika
@dubusmile
@korawan0078
@soshicuit
@nerv_tech
@shininglightbh

Top Tweeters in G5:
@jim_peoples_
@tnteachertim
@nosurrender357
@rotorblur
@eamonreilly_com
@olgamedb
@bullslooks
@irishprolifer
@maryogrady8
@srtz7yo3o6sqgpq

Top Tweeters in G6:
@babysgramma
@cbsnews
@jeffreyguterman
@paganmediabites
@yancyfaith
@harlanwolffbkk
@midwesterner196
@chucksunshine
@staywokev
@duke9555

Top Tweeters in G7:
@btspurpiegalaxy
@shadowiight
@flowerg38481914
@fykamaira
@deori_marshy
@btsbgirlmama2
@raara__
@sandybelldell
@pjmjinnies
@ani37536404

Top Tweeters in G8:
@bbello2015
@makintamie
@imjajere
@deen_______yaro
@usmaninho2011
@el_maimx
@__matches
@theejeay
@penabdull
@ahmadcheirry

Top Tweeters in G9:
@cmusician
@chantingwoman
@sophiaphotos
@zaganashikwe
@jodikoberinski
@gabrfranke
@mnxmoosi
@chiefstonefox
@seamusoregan
@batholithlivin

Top Tweeters in G10:
@stpimanjunathan
@lokeshn85
@r_shankar_gowda
@skv_sanjay
@marutiece
@yvaraprasad1
@jayramyadav111
@ramprasad_cvd
@hungundsubhod
@vinaykumar_stpi


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