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Connected Action_2017-11-14_15-33-11.xlsx
Connected Action_2017-11-14_15-33-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2017
Short Description:
Connected Action via NodeXL http://bit.ly/2zCBVZX
@luckiiyluke
@salvesayson
@montenegro_emil
@bemiraculouslb
@itscreatehate
@xanria_018

Description:
Description
The graph represents a network of 2,826 Twitter users whose tweets in the requested range contained "Connected Action", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 15 November 2017 at 00:29 UTC.

The requested start date was Tuesday, 14 November 2017 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 13-day, 23-hour, 33-minute period from Tuesday, 31 October 2017 at 01:01 UTC to Tuesday, 14 November 2017 at 00:35 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 : 2826
Unique Edges : 3536
Edges With Duplicates : 481
Total Edges : 4017
Self-Loops : 890
Reciprocated Vertex Pair Ratio : 0.00726312314295147
Reciprocated Edge Ratio : 0.0144215011471649
Connected Components : 751
Single-Vertex Connected Components : 452
Maximum Vertices in a Connected Component : 253
Maximum Edges in a Connected Component : 843
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.435995
Graph Density : 0.000382165605095541
Modularity : 0.780305
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[83] https://internetforall.one.org/
[37] https://internetforall.one.org
[11] https://www.safaricom.co.ke/personal/internet/getting-connected/kenyas-strongest-data-network
[9] http://www.metacritic.com/game/switch/doom
[6] http://bancodeseries.com.br/index.php?action=se&serieid=8057&episode=18&type=
[6] http://www.pchalliance.org/news/state-personal-connected-health-evidence-and-call-action
[6] http://deadline.com/2017/11/zak-storm-super-pirate-zag-man-of-action-entertainment-connected-tv-app-toy-experience-united-states-1202199034/
[6] http://www.freemarketfoundation.com/Article-View/the-lamentable-paradox-of-affirmative-action-policies
[4] http://www.afb.org/info/get-connected/take-action/call-in-day-2016/125
[3] https://twitter.com/i/web/status/928664247344750593

Top URLs in Tweet in G1:
[71] https://internetforall.one.org/
[30] https://internetforall.one.org
[6] http://bancodeseries.com.br/index.php?action=se&serieid=8057&episode=18&type=
[4] http://deadline.com/2017/11/zak-storm-super-pirate-zag-man-of-action-entertainment-connected-tv-app-toy-experience-united-states-1202199034/
[3] https://www.safaricom.co.ke/personal/internet/getting-connected/kenyas-strongest-data-network
[2] https://www.amazon.co.uk/gp/bestsellers/electronics/1104442/?&tag=garden031-21
[2] https://twitter.com/i/web/status/928664247344750593
[2] http://topleadervt.com/top-leader-quotes-conrad-hilton/
[1] https://twitter.com/i/web/status/925227737035374593
[1] https://twitter.com/i/web/status/925260416585932800

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/929129581943992320
[1] https://twitter.com/i/web/status/928248527326797824
[1] https://twitter.com/i/web/status/927422142999773185

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/928233267890999297

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/926127322465370112

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/928664247344750593
[1] https://twitter.com/i/web/status/929785883737309184

Top URLs in Tweet in G8:
[1] https://fb.me/1G5xRxGls

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/928488829404762112
[1] https://twitter.com/i/web/status/928555834124226560
[1] https://twitter.com/i/web/status/929170065798389761
[1] https://twitter.com/i/web/status/927486642373439488
[1] https://twitter.com/i/web/status/928570389067894784

Top Domains
Top Domains in Tweet in Entire Graph:
[252] twitter.com
[120] one.org
[11] co.ke
[9] instagram.com
[9] metacritic.com
[9] deadline.com
[8] fb.me
[8] pchalliance.org
[7] com.br
[6] freemarketfoundation.com

Top Domains in Tweet in G1:
[101] one.org
[76] twitter.com
[8] instagram.com
[7] com.br
[5] fb.me
[5] deadline.com
[4] linkedin.com
[3] co.ke
[2] youtube.com
[2] co.uk

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

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com

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

Top Domains in Tweet in G8:
[1] fb.me

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[133] zagheroez
[119] internetforall
[115] industry40
[54] machinelearning
[53] bigdata
[53] innovation
[51] cybersecurity
[48] infosec
[33] minewords
[27] goptaxbill



Top Hashtags in Tweet in G1:
[101] internetforall
[20] obatejakulasidini
[7] bancodeseries
[6] success
[5] action
[5] quote
[3] dailyqotd
[3] quotes
[3] modernise
[2] connected

Top Hashtags in Tweet in G2:
[2] aldubhabambuhay
[2] aldub120thweeksary
[2] aldubtobebyyourside
[2] aldubbesideyou
[1] aldubpangako
[1] aldub121stweeksary
[1] aldubcarryon
[1] aldubhappierwithyou
[1] aldublovinghearts

Top Hashtags in Tweet in G4:
[133] zagheroez

Top Hashtags in Tweet in G7:
[62] industry40
[2] bigdata
[2] innovation
[2] machinelearning
[2] cybersecurity
[2] infosec

Top Hashtags in Tweet in G9:
[53] industry40
[52] machinelearning
[51] bigdata
[51] innovation
[49] cybersecurity
[46] infosec
[13] digitalmarketing
[12] dmwf
[2] makeyourownlane
[2] defstar5

Top Words
Top Words in Tweet in Entire Graph:
[4056] Words in Sentiment List#1: Positive
[1854] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[52743] Non-categorized Words
[58653] Total Words
[2358] action
[2326] connected
[1594] seems
[1565] keep
[1564] make

Top Words in Tweet in G1:
[594] connected
[587] action
[393] seems
[379] keep
[378] successful
[378] moving
[374] people
[372] make
[369] mistakes
[356] quit

Top Words in Tweet in G2:
[295] connected
[295] action
[295] successful
[295] keep
[295] moving
[295] make
[295] mistakes
[290] success
[268] seems
[268] quit

Top Words in Tweet in G3:
[716] finally
[478] new
[239] imagine
[239] waking
[239] up
[239] announcement
[239] 5sos
[239] music
[239] release
[239] date

Top Words in Tweet in G4:
[133] zag
[133] storm
[133] set
[133] sail
[133] netflix
[133] ladybug
[133] cat
[133] noir
[133] excited
[133] welcome

Top Words in Tweet in G5:
[95] success
[95] seems
[95] connected
[95] action
[95] successful
[95] people
[95] keep
[95] moving
[95] make
[95] mistakes

Top Words in Tweet in G6:
[85] success
[85] seems
[85] connected
[85] action
[85] successful
[85] people
[85] keep
[85] moving
[85] make
[85] mistakes

Top Words in Tweet in G7:
[64] connected
[64] factory
[64] action
[62] connect
[62] factories
[62] globally
[62] jabil
[62] joannmoretti
[62] industry40
[59] evankirstel

Top Words in Tweet in G8:
[64] success
[64] seems
[64] connected
[64] action
[64] successful
[64] people
[64] keep
[63] inspire_us
[63] moving
[63] make

Top Words in Tweet in G9:
[66] connected
[66] action
[53] factory
[53] industry40
[52] machinelearning
[51] bigdata
[51] innovation
[49] infographic
[49] cybersecurity
[46] infosec

Top Words in Tweet in G10:
[63] success
[63] seems
[63] connected
[63] action
[63] successful
[63] people
[63] keep
[63] moving
[63] make
[63] mistakes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1700] connected,action
[1593] seems,connected
[1563] action,successful
[1559] keep,moving
[1542] make,mistakes
[1516] moving,make
[1420] success,seems
[1249] mistakes,quit
[1131] successful,people
[1128] people,keep

Top Word Pairs in Tweet in G1:
[413] connected,action
[393] seems,connected
[378] action,successful
[377] keep,moving
[368] moving,make
[368] make,mistakes
[312] success,seems
[269] successful,people
[268] people,keep
[259] mistakes,quit

Top Word Pairs in Tweet in G2:
[295] connected,action
[295] action,successful
[295] keep,moving
[295] make,mistakes
[268] seems,connected
[268] moving,make
[263] success,seems
[234] mistakes,quit
[197] successful,men
[197] men,keep

Top Word Pairs in Tweet in G3:
[239] imagine,waking
[239] waking,up
[239] up,announcement
[239] announcement,new
[239] new,5sos
[239] 5sos,music
[239] music,finally
[239] finally,release
[239] release,date
[239] date,5sos3

Top Word Pairs in Tweet in G4:
[133] zag,storm
[133] storm,set
[133] set,sail
[133] sail,netflix
[133] netflix,ladybug
[133] ladybug,cat
[133] cat,noir
[133] noir,excited
[133] excited,welcome
[133] welcome,newest

Top Word Pairs in Tweet in G5:
[95] success,seems
[95] seems,connected
[95] connected,action
[95] action,successful
[95] successful,people
[95] people,keep
[95] keep,moving
[95] moving,make
[95] make,mistakes
[95] mistakes,quit

Top Word Pairs in Tweet in G6:
[85] success,seems
[85] seems,connected
[85] connected,action
[85] action,successful
[85] successful,people
[85] people,keep
[85] keep,moving
[85] moving,make
[85] make,mistakes
[85] mistakes,quit

Top Word Pairs in Tweet in G7:
[64] connected,factory
[64] factory,action
[62] action,connect
[62] connect,factories
[62] factories,globally
[62] globally,jabil
[62] jabil,joannmoretti
[60] joannmoretti,industry40
[59] evankirstel,connected
[59] industry40,big

Top Word Pairs in Tweet in G8:
[64] success,seems
[64] seems,connected
[64] connected,action
[64] action,successful
[64] successful,people
[64] people,keep
[63] inspire_us,success
[63] keep,moving
[63] moving,make
[63] make,mistakes

Top Word Pairs in Tweet in G9:
[53] connected,factory
[53] factory,action
[51] bigdata,innovation
[50] innovation,machinelearning
[49] action,infographic
[49] infographic,industry40
[49] industry40,bigdata
[49] machinelearning,cybersecurity
[46] cybersecurity,infosec
[39] fisher85m,connected

Top Word Pairs in Tweet in G10:
[63] success,seems
[63] seems,connected
[63] connected,action
[63] action,successful
[63] successful,people
[63] people,keep
[63] keep,moving
[63] moving,make
[63] make,mistakes
[63] mistakes,quit

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@luckiiyluke
@salvesayson
@bemiraculouslb
@itscreatehate
@xanria_018
@itsloverfacts
@inspire_us
@jabil
@joannmoretti
@thesuccessnovel

Top Mentioned in G1:
@victoriadheires
@maahimylove
@josephlogston6
@yusuf2s
@cygni_sys
@iamrahulrane

Top Mentioned in G2:
@salvesayson
@xanria_018
@montenegro_emil
@azcevergel
@imcr8d4u
@niqujade
@vhielez4
@husayaldub
@vinecare02
@salvadortrish21

Top Mentioned in G3:
@luckiiyluke

Top Mentioned in G4:
@bemiraculouslb

Top Mentioned in G5:
@itscreatehate

Top Mentioned in G6:
@itsloverfacts
@learnfunlearn
@imagination065

Top Mentioned in G7:
@jabil
@joannmoretti
@evankirstel
@fisher85m
@smokingrocket

Top Mentioned in G8:
@inspire_us

Top Mentioned in G9:
@fisher85m
@glengilmore
@appknox
@ceo_honeyman
@chboursin
@24kmedia
@growthacademia

Top Mentioned in G10:
@thesuccessnovel

Top Tweeters
Top Tweeters in Entire Graph:
@atviassist
@salvesayson
@arkangelscrap
@ricsl1600
@montenegro_emil
@damiandove9
@clarita_mate
@wengcookie
@kengayi625
@teresita_carino

Top Tweeters in G1:
@schaax
@yahyaalireal
@hollywoodsblog
@aziziothmanmy
@filmedia
@foxcinemas
@thamizhpaiyan
@andysugs
@tdougnews
@lifecoachmary

Top Tweeters in G2:
@salvesayson
@ricsl1600
@montenegro_emil
@clarita_mate
@wengcookie
@kengayi625
@teresita_carino
@chloebeatriz72
@salvadortrish21
@pinkyfaye

Top Tweeters in G3:
@songlikewes
@outterspaceluke
@thatharryshow
@calumsokitten
@n0control_
@_hate_but_love_
@sweetbabyregui
@outerclifford
@aussiecolors
@calumsbadgxrl

Top Tweeters in G4:
@renellglover
@hitheresmiley
@music_freak_01
@flushygameplays
@fcmalena_luba
@raheemrtd
@emjrabbitwolf
@sofistella98
@vcjb242
@treny_dogg3

Top Tweeters in G5:
@damiandove9
@itravelvibes
@chiraqplug
@iowkeyshorty
@rackscarsass
@__scrooge
@shaydaddiee__
@itz_sarcasm
@sptjasper
@daddybukky

Top Tweeters in G6:
@gas8128
@betitohapo
@jttmmangwiro
@mohnd19681
@_skyfulstars
@lukaluzelia
@handshakevanc
@anzu808080
@k__l33
@rockershellz

Top Tweeters in G7:
@amy____jones
@evankirstel
@itknowingness
@heavengianna
@richsimmondsza
@alomorasimslens
@harmonyemilie
@gigabytemag
@johnwilliams698
@mia_gagnon

Top Tweeters in G8:
@theshowoff85
@catherinelieu88
@inspire_us
@alm3aaany
@dwphase
@benji_seitlhamo
@aneeta_am
@theakofficial
@rustycrossland
@aavaraich

Top Tweeters in G9:
@arkangelscrap
@startuprealtime
@sectest9
@securitynews6
@infosecurity99
@parvez1
@jb_u00
@motolin5
@bdsharmas
@jesirok

Top Tweeters in G10:
@oincomum
@c_sacchetto
@riashardonnay
@jazjez08
@_mastersof
@denbron77
@claycrew
@jr_thescientist
@mburadouglas
@titodasyhat