#wwffuller, Twitter, 12/6/2018 5:18:19 PM, 177625


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#wwffuller_2018-12-06_09-12-29.xlsx
#wwffuller_2018-12-06_09-12-29.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 06, 2018
Short Description:
#wwffuller via NodeXL http://bit.ly/2REQGRQ
@world_wildlife
@wwfscience
@louiseglew
@shaunamahajan
@kategraves
@gotonura
@darrenwalker
@samanticss
@laurap18
@rachgolden

Top hashtags:
#wwffuller
#systemsthinking
#systemstheory
#systemschange
#conservation
#systems

Description:
Description
The graph represents a network of 171 Twitter users whose recent tweets contained "#wwffuller", 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 Thursday, 06 December 2018 at 17:12 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 44-minute period from Wednesday, 28 November 2018 at 13:27 UTC to Thursday, 06 December 2018 at 17:11 UTC.

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 : 171
Unique Edges : 354
Edges With Duplicates : 474
Total Edges : 828
Self-Loops : 70
Reciprocated Vertex Pair Ratio : 0.0482456140350877
Reciprocated Edge Ratio : 0.0920502092050209
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 159
Maximum Edges in a Connected Component : 817
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.669982
Graph Density : 0.0164430684554524
Modularity : 0.274505
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://www.worldwildlife.org/fuller2018
[4] https://www.worldwildlife.org/pages/living-systems
[2] https://twitter.com/insidenatgeo/status/971732447317692417
[2] https://www.worldwildlife.org/pages/living-systems?utm_campaign=fuller2018&utm_source=twitter.com&utm_medium=social
[2] https://twitter.com/World_Wildlife/status/1068180389053779969
[2] https://twitter.com/WWFscience/status/1068127400192552961
[2] https://www.worldwildlife.org/pages/living-systems?utm_source=twitter.com&utm_campaign=fuller&utm_medium=social
[1] https://twitter.com/louiseglew/status/1070721378557546497
[1] https://twitter.com/wwfscience/status/1070688943174230018
[1] https://twitter.com/gotonura/status/1068140812813418496

Top URLs in Tweet in G1:
[2] https://www.worldwildlife.org/fuller2018
[1] http://www.worldwildlife.org/fuller2018
[1] http://worldwildlife.com/fuller2018
[1] https://twitter.com/wwfscience/status/1070688943174230018
[1] https://twitter.com/ehhogan/status/1070698286498103296
[1] https://twitter.com/World_Wildlife/status/1068180389053779969
[1] https://www.worldwildlife.org/pages/living-systems

Top URLs in Tweet in G2:
[15] https://www.worldwildlife.org/fuller2018
[1] https://twitter.com/laurap18/status/1066299050939555847
[1] https://twitter.com/AleriaPbc/status/1070430111302856713
[1] https://twitter.com/WWFscience/status/1070697747093876736
[1] https://twitter.com/gotonura/status/1068140812813418496
[1] https://www.worldwildlife.org/pages/living-systems?utm_campaign=fuller&utm_content=fuller2018&utm_medium=camp&utm_source=shortcut
[1] https://twitter.com/WWFscience/status/1068127400192552961
[1] https://twitter.com/world_wildlife/status/1068180389053779969
[1] https://www.worldwildlife.org/pages/living-systems
[1] https://lnkd.in/eQq5ssv

Top URLs in Tweet in G3:
[2] https://www.worldwildlife.org/pages/living-systems?utm_source=twitter.com&utm_campaign=fuller&utm_medium=social
[2] https://www.worldwildlife.org/fuller2018
[1] https://www.worldwildlife.org/pages/living-systems?utm_campaign=fuller2018&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G4:
[2] https://www.worldwildlife.org/pages/living-systems

Top URLs in Tweet in G5:
[2] https://twitter.com/insidenatgeo/status/971732447317692417
[2] https://www.worldwildlife.org/fuller2018
[1] https://twitter.com/WWFscience/status/1067124830028337153
[1] https://twitter.com/Carter_Roberts/status/1068516711467495424
[1] https://twitter.com/louiseglew/status/1070721378557546497
[1] https://twitter.com/louiseglew/status/1070690571570855936
[1] https://twitter.com/wwfscience/status/1070693849109020675
[1] https://twitter.com/WWFscience/status/1070683573538209792
[1] https://twitter.com/World_Wildlife/status/1068180389053779969

Top URLs in Tweet in G6:
[1] https://www.worldwildlife.org/fuller2018
[1] https://twitter.com/WWFscience/status/1068127400192552961

Top URLs in Tweet in G7:
[1] https://apitherapy.blogspot.com/2018/12/royal-jelly-could-aid-human-stem-cell.html

Top URLs in Tweet in G8:
[1] https://www.worldwildlife.org/fuller2018
[1] https://www.worldwildlife.org/initiatives/fuller-science-for-nature-fund
[1] https://www.worldwildlife.org/pages/living-systems?utm_campaign=fuller2018&utm_source=twitter.com&utm_medium=social

Top Domains
Top Domains in Tweet in Entire Graph:
[34] worldwildlife.org
[20] twitter.com
[1] worldwildlife.com
[1] lnkd.in
[1] blogspot.com

Top Domains in Tweet in G1:
[4] worldwildlife.org
[3] twitter.com
[1] worldwildlife.com

Top Domains in Tweet in G2:
[17] worldwildlife.org
[7] twitter.com
[1] lnkd.in

Top Domains in Tweet in G3:
[5] worldwildlife.org

Top Domains in Tweet in G4:
[2] worldwildlife.org

Top Domains in Tweet in G5:
[9] twitter.com
[2] worldwildlife.org

Top Domains in Tweet in G6:
[1] worldwildlife.org
[1] twitter.com

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

Top Domains in Tweet in G8:
[3] worldwildlife.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[397] wwffuller
[37] systemsthinking
[30] systemstheory
[15] systemschange
[15] conservation
[13] systems
[10] sdgs
[7] complexity
[5] marinedebris
[5] ocean



Top Hashtags in Tweet in G1:
[173] wwffuller
[15] systemsthinking
[9] conservation
[8] systemstheory
[5] systems
[5] systemschange
[3] planetaryboundaries
[3] lpr2018
[3] marinedebris
[3] ocean

Top Hashtags in Tweet in G2:
[73] wwffuller
[16] systemsthinking
[9] systemstheory
[5] systemschange
[4] complexity
[3] sdgs
[3] systems
[2] socialchange
[2] conservation
[2] evaluation

Top Hashtags in Tweet in G3:
[16] wwffuller
[13] systemstheory
[2] systemsthinking
[1] systemschange
[1] socialchange
[1] systems

Top Hashtags in Tweet in G4:
[51] wwffuller
[3] sdgs
[1] deforestation
[1] paddd
[1] systems
[1] conservation
[1] ebola
[1] diet
[1] fordfoundation
[1] scientists

Top Hashtags in Tweet in G5:
[70] wwffuller
[4] systemschange
[4] systemsthinking
[2] sdgs
[2] conservation
[2] evidence
[2] booksprint
[1] anthropocene
[1] marinedebris
[1] ocean

Top Hashtags in Tweet in G6:
[8] wwffuller
[3] systems
[3] transformativespaces
[2] foodinequality
[2] sustainability
[2] tlabs
[2] southafrica
[1] systemsapproach

Top Hashtags in Tweet in G7:
[1] stemcells
[1] 2018wrapped
[1] eie18
[1] goldenglobes
[1] thursdaythoughts
[1] wwffuller

Top Hashtags in Tweet in G8:
[5] wwffuller
[1] conservation

Top Words
Top Words in Tweet in Entire Graph:
[383] Words in Sentiment List#1: Positive
[257] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[11775] Non-categorized Words
[12415] Total Words
[397] wwffuller
[162] systems
[108] conservation
[103] need
[83] change

Top Words in Tweet in G1:
[173] wwffuller
[66] systems
[63] need
[48] system
[36] change
[34] conservation
[33] darrenwalker
[32] lboothsweeney
[31] niksekhran
[30] think

Top Words in Tweet in G2:
[73] wwffuller
[36] wwfscience
[22] week
[21] darrenwalker
[20] systems
[20] storm
[17] take
[17] stage
[16] systemsthinking
[16] change

Top Words in Tweet in G3:
[35] conservation
[35] world_wildlife
[30] fuller
[30] symposium
[24] systems
[17] re
[17] key
[16] wwffuller
[16] year
[16] s

Top Words in Tweet in G4:
[51] wwffuller
[16] systems
[14] conservation
[9] change
[8] institutions
[8] wwf
[8] donors
[7] darrenwalker
[7] bannybanerjee
[7] system

Top Words in Tweet in G5:
[70] wwffuller
[31] systems
[18] need
[16] system
[14] symposium
[13] bannybanerjee
[11] change
[11] darrenwalker
[10] over
[9] excited

Top Words in Tweet in G6:
[8] wwffuller
[4] laurap18
[3] here
[3] 2
[3] systems
[3] approaches
[3] transformativespaces
[3] hear
[3] kategraves
[2] talk

Top Words in Tweet in G8:
[5] wwffuller
[4] conservation
[2] shift
[2] keep
[2] up
[2] demands
[2] rapidly
[2] changing
[2] world
[2] day

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] fuller,symposium
[25] systems,theory
[23] darrenwalker,wwffuller
[22] wwffuller,symposium
[22] theory,conservation
[20] principles,systems
[19] systems,thinking
[19] next,week
[19] year,s
[19] s,fuller

Top Word Pairs in Tweet in G1:
[10] think,loops
[10] loops,lines
[10] need,change
[9] know,frame
[9] bannybanerjee,wwffuller
[9] darrenwalker,fordfoundation
[9] niksekhran,wwffuller
[8] wwffuller,symposium
[8] egos,logos
[8] darrenwalker,wwffuller

Top Word Pairs in Tweet in G2:
[12] next,week
[10] wwffuller,next
[10] calm,before
[10] before,storm
[10] storm,storm
[10] storm,systemsthinking
[10] systemsthinking,1
[10] 1,hour
[10] hour,experts
[10] experts,take

Top Word Pairs in Tweet in G3:
[30] fuller,symposium
[16] year,s
[16] s,fuller
[16] symposium,address
[16] address,integrate
[16] integrate,key
[16] key,principles
[16] principles,systems
[16] systems,theory
[16] theory,conservation

Top Word Pairs in Tweet in G4:
[4] costa,rica
[4] rica,such
[4] such,success
[4] success,story
[4] story,conservation
[4] conservation,part
[4] part,country
[4] country,invested
[4] invested,conservation
[4] darrenwalker,fordfoundation

Top Word Pairs in Tweet in G5:
[7] systems,thinking
[7] fuller,symposium
[6] wwffuller,symposium
[6] bannybanerjee,wwffuller
[5] don,t
[4] slightly,over
[4] over,excited
[4] excited,wwffuller
[4] symposium,systems
[4] thinking,now

Top Word Pairs in Tweet in G6:
[3] systems,approaches
[2] here,wwffuller
[2] wwffuller,2
[2] 2,talk
[2] talk,systems
[2] approaches,foodinequality
[2] foodinequality,sustainability
[2] sustainability,drawing
[2] drawing,tlabs
[2] tlabs,southafrica

Top Word Pairs in Tweet in G8:
[2] conservation,shift
[2] shift,keep
[2] keep,up
[2] up,demands
[2] demands,rapidly
[2] rapidly,changing
[2] changing,world
[2] world,wwffuller

Top Replied-To
Top Replied-To in Entire Graph:
@bannybanerjee
@darrenwalker
@lboothsweeney
@andisharma
@andi_sharma
@niksekhran
@y_kakabadse
@jerryseinfeld
@wwfscience
@kdennings

Top Replied-To in G1:
@lboothsweeney
@bannybanerjee
@darrenwalker
@y_kakabadse
@niksekhran
@kdennings
@andi_sharma

Top Replied-To in G2:
@darrenwalker
@andi_sharma
@bannybanerjee
@wwfscience

Top Replied-To in G4:
@andisharma
@bannybanerjee
@funnygirlnumba2
@niksekhran
@darrenwalker

Top Replied-To in G5:
@jerryseinfeld
@darrenwalker
@bannybanerjee

Top Mentioned
Top Mentioned in Entire Graph:
@wwfscience
@darrenwalker
@world_wildlife
@bannybanerjee
@niksekhran
@lboothsweeney
@gotonura
@mccluredc
@louiseglew
@y_kakabadse

Top Mentioned in G1:
@darrenwalker
@niksekhran
@lboothsweeney
@bannybanerjee
@wwfscience
@y_kakabadse
@mccluredc
@louiseglew
@shaunamahajan
@natgeo

Top Mentioned in G2:
@wwfscience
@darrenwalker
@gotonura
@manmeetkaurny
@lboothsweeney
@insidenatgeo
@emmacarrasco
@bannybanerjee
@louiseglew
@world_wildlife

Top Mentioned in G3:
@world_wildlife
@wwfscience
@lboothsweeney
@darrenwalker
@y_kakabadse
@emmacarrasco
@niksekhran
@wwf_act
@mccluredc
@booksprint

Top Mentioned in G4:
@wwf
@darrenwalker
@gotonura
@fordfoundation
@bannybanerjee
@rachgolden
@mccluredc
@icopaolo
@lboothsweeney
@tom_lovejoy

Top Mentioned in G5:
@bannybanerjee
@darrenwalker
@niksekhran
@wwfscience
@mccluredc
@louiseglew
@gotonura
@booksprint
@world_wildlife
@shaunamahajan

Top Mentioned in G6:
@laurap18
@kategraves
@wwf
@wwfs
@safoodlab
@centreforcst
@stepscentre
@sthlmresilience
@foodpolicycity
@tada_itsmary

Top Mentioned in G7:
@stemcellnetwork
@neuralstemcells
@eurostemcell
@celltherapynews
@stemcelleng
@atstemcell

Top Tweeters
Top Tweeters in Entire Graph:
@wwf
@vvideoneon
@4everanimalz1
@jennyfear666
@alienobserver1
@foxkidsnation
@dixielolo
@alvagraul
@brendahazelhur1
@craken_maccraic

Top Tweeters in G1:
@vvideoneon
@un
@mnarbs
@natgeo
@shahselbe
@fordfoundation
@mjcrispino
@ehhogan
@un_sdg
@slarson83

Top Tweeters in G2:
@ericaborabbv
@richerearth
@a
@timclarkeart
@goodoldev
@wwfnews
@umseas
@letsworkhappy
@mountainviiiage
@piyakhanna

Top Tweeters in G3:
@4everanimalz1
@jennyfear666
@alienobserver1
@dixielolo
@alvagraul
@brendahazelhur1
@musicplusmore
@whotrendedit
@ecoexpert1
@pablonegri

Top Tweeters in G4:
@wwf
@craken_maccraic
@lisaamagill
@rachgolden
@umisrcps
@jjopperman
@icopaolo
@aleriapbc
@maryeford
@edgeinthewild

Top Tweeters in G5:
@foxkidsnation
@cuteveena99
@jordannrachaell
@booksprint
@veda9
@dresdenshat
@louiseglew
@jerryseinfeld
@chelsieromulo
@kerrywaylen

Top Tweeters in G6:
@wwfs
@sthlmresilience
@stepscentre
@carolinedinbc
@foodpolicycity
@laurap18
@vervoort_joost
@christofab
@safoodlab
@km_verdevox

Top Tweeters in G7:
@celltherapynews
@stemcellnetwork
@eurostemcell
@apitherapy
@stemcelleng
@neuralstemcells
@atstemcell

Top Tweeters in G8:
@drwildlife
@pushrepeat
@hootfornature
@jessieleecurrie
@kareng127