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gates (climate OR divest OR keepitintheground OR oil OR gas OR environment OR green)_2019-08-13_05-5 (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Description:
Description
The graph represents a network of 3,223 Twitter users whose tweets in the requested range contained "gates (climate OR divest OR keepitintheground OR oil OR gas OR environment OR green)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 August 2019 at 12:56 UTC.

The requested start date was Monday, 12 August 2019 at 00:01 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, 22-hour, 48-minute period from Monday, 29 July 2019 at 00:18 UTC to Sunday, 11 August 2019 at 23:07 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 : 3223
Unique Edges : 3499
Edges With Duplicates : 331
Total Edges : 3830
Number of Edge Types : 3
Replies to : 236
Mentions : 3239
Tweet : 355
Self-Loops : 355
Reciprocated Vertex Pair Ratio : 0.00906618313689937
Reciprocated Edge Ratio : 0.0179694519317161
Connected Components : 497
Single-Vertex Connected Components : 192
Maximum Vertices in a Connected Component : 394
Maximum Edges in a Connected Component : 535
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.34679
Graph Density : 0.000321536720186786
Modularity : 0.870018
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[63] https://twitter.com/Averisia/status/1156303452982657026
[27] https://www.zerohedge.com/news/2019-08-03/harvard-scientists-funded-bill-gates-begin-spraying-particles-sky-dim-sun
[12] https://www.irishtimes.com/news/environment/phoenix-park-devoid-of-historic-gates-a-year-on-from-pope-s-visit-1.3977000
[8] https://www.cnbc.com/amp/2019/06/21/carbon-engineering-co2-capture-backed-by-bill-gates-oil-companies.html?__twitter_impression=true
[6] https://www.dailymail.co.uk/news/article-7322301/Turkmenistans-president-releases-badass-video-doing-donuts-Gates-Hell.html?ito=social-twitter_mailonline
[6] https://www.irishtimes.com/news/environment/phoenix-park-devoid-of-historic-gates-a-year-on-from-pope-s-visit-1.3977000?utm_source=dlvr.it&utm_medium=twitter
[5] https://communityimpact.com/houston/lake-houston-humble-kingwood/environment/2019/08/05/city-of-houston-receives-47-1m-grant-to-add-gates-to-lake-houston-dam/
[3] https://www.gatesnotes.com/Energy/A-critical-step-to-reduce-climate-change
[3] https://www.visualcapitalist.com/the-10-breakthrough-technologies-that-will-define-2019/
[3] https://www.bucksfreepress.co.uk/news/17822458.police-descend-wooburn-park-travellers-break-gates/?ref=twtrec

Top URLs in Tweet in G1:
[2] https://www.cnbc.com/amp/2019/06/21/carbon-engineering-co2-capture-backed-by-bill-gates-oil-companies.html?__twitter_impression=true

Top URLs in Tweet in G2:
[1] https://pbs.twimg.com/media/EBOVRD2WkAEXYxn?format=jpg&name=medium

Top URLs in Tweet in G3:
[5] https://www.cnbc.com/amp/2019/06/21/carbon-engineering-co2-capture-backed-by-bill-gates-oil-companies.html?__twitter_impression=true
[3] https://votechguru.thinkific.com/courses/audition-ready-audio-course?ref=8da6de
[3] https://www.gatesnotes.com/Energy/A-critical-step-to-reduce-climate-change
[2] https://www.cnbc.com/video/2019/06/21/this-bill-gates-and-big-oil-backed-company-sucks-co2-out-of-the-air.html
[2] https://www.catholic.org/news/green/story.php?id=75205
[2] https://www.congress.gov/bill/116th-congress/house-bill/1044
[2] http://joistamatic.com/aHBH6U8J
[2] https://www.zerohedge.com/news/2019-08-03/harvard-scientists-funded-bill-gates-begin-spraying-particles-sky-dim-sun
[2] https://pres5.com/forextrading/turkmenistan-president-kurbanguly-berdymukhamedov-dispels-death-rumors-drives-rally-car-around-gas-crater-gates-of-hell-watch-video/
[2] https://www.linkedin.com/posts/williamhgates_energy-activity-6564912398304628736-8qnZ

Top URLs in Tweet in G4:
[1] https://www.independent.co.uk/voices/electric-cars-climate-change-pollution-scooters-cycling-a9038096.html
[1] https://twitter.com/DavidAstinWalsh/status/1157823372820176896

Top URLs in Tweet in G5:
[1] https://twitter.com/shawn_whatley/status/1160623367545925633
[1] https://amp.theguardian.com/environment/2019/aug/02/greta-thunberg-hits-back-at-andrew-bolt-for-deeply-disturbing-column?__twitter_impression=true

Top URLs in Tweet in G7:
[1] http://seachangecap.org/for-funders-2/
[1] https://twitter.com/tan123/status/1158830886772719621
[1] https://twitter.com/ozhomeschool/status/1160506292311490560
[1] https://www.nature.com/articles/d41586-018-07533-4
[1] https://www.youtube.com/watch?v=x443Ei7AkBk

[1] https://www.breitbart.com/entertainment/2019/08/08/michael-moore-backed-doc-planet-of-the-humans-tackles-false-promises-of-green-energy/
[1] https://twitter.com/JigarShahDC/status/1158733839058919424

Top URLs in Tweet in G9:
[3] http://www.theguardian.com/environment/2015/mar/19/gates-foundation-has-14bn-in-fossil-fuels-investments-guardian-analysis
[2] http://www.forbes.com/sites/williampentland/2013/07/05/italian-mafia-goes-green/
[2] http://www.ft.com/cms/s/0/4f66ff5c-1a47-11e5-a130-2e7db721f996.html#axzz3e9rU6r8m
[1] https://lnkd.in/fKDR5Dc
[1] https://lnkd.in/fK4tWHg
[1] https://twitter.com/LydiaLynch101/status/1158524911834451968
[1] https://twitter.com/thomas1774paine/status/1158392482113171456
[1] https://geoengineering.environment.harvard.edu/
[1] https://www.sciencemag.org/news/2010/01/bill-gates-funding-geoengineering-research
[1] https://twitter.com/LibertyScott63/status/1157980555658616833

Top URLs in Tweet in G10:
[2] https://www.independent.co.uk/voices/electric-cars-climate-change-pollution-scooters-cycling-a9038096.html

Top Domains
Top Domains in Tweet in Entire Graph:
[125] twitter.com
[28] zerohedge.com
[25] co.uk
[19] irishtimes.com
[14] cnbc.com
[9] youtube.com
[8] theguardian.com
[7] change.org
[7] gatesnotes.com
[7] communityimpact.com

Top Domains in Tweet in G1:
[2] cnbc.com

Top Domains in Tweet in G2:
[1] twimg.com

Top Domains in Tweet in G3:
[33] twitter.com
[9] cnbc.com
[8] co.uk
[5] linkedin.com
[5] gatesnotes.com
[5] topenvironmentgrants.com
[4] youtube.com
[3] com.au
[3] instagram.com
[3] thinkific.com

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

Top Domains in Tweet in G5:
[1] twitter.com
[1] theguardian.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] seachangecap.org
[1] nature.com
[1] youtube.com
[1] breitbart.com

Top Domains in Tweet in G9:
[4] theguardian.com
[3] twitter.com
[2] lnkd.in
[2] forbes.com
[2] ft.com
[1] harvard.edu
[1] sciencemag.org
[1] bloomberg.com
[1] technologyreview.com

Top Domains in Tweet in G10:
[2] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] critters
[62] criticalrole
[62] criticalrolefanart
[27] climatechange
[13] environment
[9] onthisday
[9] hr1044
[9] s386
[8] wecarewednesday
[7] innovation



Top Hashtags in Tweet in G3:
[8] environment
[5] grants
[3] climatechange
[2] climate
[2] dam
[2] sundayfunday
[2] smalltrackbigexcitement
[2] pleaseshare
[2] alesiapparel
[1] gates

Top Hashtags in Tweet in G5:
[1] doctors
[1] anthropocene
[1] globalwarming
[1] climatechange
[1] climatebrawl

Top Hashtags in Tweet in G9:
[3] oil
[3] coal
[3] cleantech
[3] innovation
[1] climatecrisis

Top Hashtags in Tweet in G10:
[1] cleanair
[1] peakcar
[1] parkawayfromschool
[1] schoolkeepclear

Top Words
Top Words in Tweet in Entire Graph:
[1010] Words in Sentiment List#1: Positive
[1931] Words in Sentiment List#2: Negative
[48] Words in Sentiment List#3: Angry/Violent
[63444] Non-categorized Words
[66412] Total Words
[1416] gates
[582] green
[570] college
[550] â
[395] absorbe

Top Words in Tweet in G1:
[394] absorbe
[394] carbono
[394] saca
[394] suena
[394] ciencia
[393] rafanietoloaiza
[282] máquina
[282] dióxido
[282] atmósfera
[282] ficción

Top Words in Tweet in G2:
[566] college
[283] green
[283] dublin
[283] 2
[283] last
[283] night
[283] directly
[283] street
[283] gates
[283] trinity

Top Words in Tweet in G3:
[193] gates
[65] climate
[62] green
[58] bill
[43] change
[27] oil
[26] gas
[24] open
[22] â
[18] out

Top Words in Tweet in G4:
[212] â
[108] let's
[108] suck
[108] glamour
[108] car
[108] industry
[108] save
[108] cities
[108] killing
[108] cretinous

Top Words in Tweet in G5:
[8] rln_nelson
[8] climate
[7] getmygist
[7] nikolovscience
[7] mattp1949
[7] willard1951
[7] cole59818957
[7] kenneth72712993
[7] badmoonrising11
[7] bananenrijperij

Top Words in Tweet in G6:
[109] absence
[109] sparked
[109] rumors
[109] dead
[109] turkmenistan's
[109] president
[109] returns
[109] tv
[109] vengeance
[109] riding

Top Words in Tweet in G7:
[15] gates
[13] tangomitteckel
[10] bill
[8] barbarajdurkin
[8] carbongate
[8] climate
[8] martinbrampton
[8] gazzagunna
[8] altgreen2
[8] anthony_james_x

Top Words in Tweet in G8:
[95] veterans
[94] ted
[94] lieu
[94] please
[94] stop
[94] whining
[94] something
[94] help
[94] homeless
[94] west

Top Words in Tweet in G9:
[33] gates
[28] climate
[21] brisbane
[21] city
[21] hall
[21] locked
[21] protestors
[21] rally
[21] outside
[21] brisbanetimes

Top Words in Tweet in G10:
[62] â
[60] school
[58] gates
[57] independent
[57] driving
[57] unacceptable
[57] handing
[54] love
[54] isabella_kam
[54] until

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[395] carbono,saca
[395] suena,ciencia
[325] last,night
[285] college,green
[285] trinity,college
[284] green,dublin
[284] dublin,2
[284] 2,last
[284] night,directly
[284] directly,street

Top Word Pairs in Tweet in G1:
[394] carbono,saca
[394] suena,ciencia
[282] máquina,absorbe
[282] absorbe,dióxido
[282] dióxido,carbono
[282] saca,atmósfera
[282] atmósfera,suena
[282] ciencia,ficción
[282] ficción,esfuerzo
[281] rafanietoloaiza,máquina

Top Word Pairs in Tweet in G2:
[283] college,green
[283] green,dublin
[283] dublin,2
[283] 2,last
[283] last,night
[283] night,directly
[283] directly,street
[283] street,gates
[283] gates,trinity
[283] trinity,college

Top Word Pairs in Tweet in G3:
[48] bill,gates
[42] climate,change
[12] gates,open
[11] green,gates
[9] flood,gates
[8] gates,foundation
[8] î,î
[8] î,ï
[7] gas,crater
[6] gates,hell

Top Word Pairs in Tweet in G4:
[108] let's,suck
[108] suck,glamour
[108] glamour,car
[108] car,industry
[108] save,cities
[108] killing,cretinous
[108] cretinous,marketing
[107] kim_harding,let's
[106] industry,â
[106] â,save

Top Word Pairs in Tweet in G5:
[7] nikolovscience,mattp1949
[7] mattp1949,willard1951
[7] willard1951,cole59818957
[7] cole59818957,rln_nelson
[7] rln_nelson,kenneth72712993
[7] kenneth72712993,badmoonrising11
[7] badmoonrising11,bananenrijperij
[6] getmygist,nikolovscience
[6] bananenrijperij,polani
[4] bill,gates

Top Word Pairs in Tweet in G6:
[109] absence,sparked
[109] sparked,rumors
[109] rumors,dead
[109] dead,turkmenistan's
[109] turkmenistan's,president
[109] president,returns
[109] returns,tv
[109] tv,vengeance
[109] vengeance,riding
[109] riding,horses

Top Word Pairs in Tweet in G7:
[8] bill,gates
[8] martinbrampton,gazzagunna
[8] gazzagunna,altgreen2
[8] manifesto2000,tangomitteckel
[8] tangomitteckel,sussex_paul
[7] sussex_paul,eddarrell
[7] eddarrell,rpkersey
[6] altgreen2,anthony_james_x
[6] anthony_james_x,manifesto2000
[5] barbarajdurkin,pmgeezer

Top Word Pairs in Tweet in G8:
[94] ted,lieu
[94] lieu,please
[94] please,stop
[94] stop,whining
[94] whining,something
[94] something,help
[94] help,homeless
[94] homeless,veterans
[94] veterans,west
[94] west,leasing

Top Word Pairs in Tweet in G9:
[21] gates,brisbane
[21] brisbane,city
[21] city,hall
[21] hall,locked
[21] locked,climate
[21] climate,protestors
[21] protestors,rally
[21] rally,outside
[21] outside,brisbanetimes
[19] lydialynch101,gates

Top Word Pairs in Tweet in G10:
[58] school,gates
[57] driving,school
[57] gates,unacceptable
[57] unacceptable,handing
[56] independent,â
[54] love,isabella_kam
[54] isabella_kam,independent
[54] until,driving
[53] mumsforlungs,love
[53] â,until

Top Replied-To
Top Replied-To in Entire Graph:
@billgates
@ian_gates_btc
@freenaynow
@ayyozack
@koobkram
@davidgerard
@barbarajdurkin
@peterktodd
@gates_baloyi
@melissaaax13

Top Replied-To in G3:
@mysillyplanet

Top Replied-To in G5:
@ian_gates_btc
@peterktodd
@nikolovscience
@stephen90045069
@gazfitzgaz
@khayhoe
@vague_activist
@russell14779118

Top Replied-To in G7:
@barbarajdurkin
@rickstevestours
@kctaz
@anthony_james_x
@martinbrampton
@bobbrownfndn
@dbirch214

Top Replied-To in G9:
@billgates
@mliebreich
@conaciousconse1
@revkin
@jeremycorbyn
@nytclimate
@patrick_s_smart

Top Mentioned
Top Mentioned in Entire Graph:
@rafanietoloaiza
@paddymacc1
@kim_harding
@asluhn
@drwright4congr1
@savagee_jordan
@milosr3d
@gatesfoundation
@mailonline

Top Mentioned in G1:
@rafanietoloaiza

Top Mentioned in G2:
@paddymacc1
@leovaradkar

Top Mentioned in G3:
@prophetessdeb7
@14938067
@opsghost123
@imbearclansami

Top Mentioned in G4:
@kim_harding
@pasrealiste

Top Mentioned in G5:
@rln_nelson
@getmygist
@mattp1949
@willard1951
@cole59818957
@kenneth72712993
@badmoonrising11
@bananenrijperij
@nikolovscience
@polani

Top Mentioned in G6:
@asluhn

Top Mentioned in G7:
@tangomitteckel
@carbongate
@gazzagunna
@altgreen2
@manifesto2000
@sussex_paul
@rpkersey
@martinbrampton
@anthony_james_x
@eddarrell

Top Mentioned in G8:
@drwright4congr1

Top Mentioned in G9:
@brisbanetimes
@lydialynch101
@billgates
@harvard
@doctorvive
@bill
@dkeithclimate
@kathmorrow90
@arikring

Top Mentioned in G10:
@independent
@isabella_kam
@mumsforlungs
@nw3gsr
@kim_harding
@modeshiftstars
@ucshampstead
@stanthonysprep
@dhsprep
@stmarysnw3

Top Tweeters
Top Tweeters in Entire Graph:
@yuuji_k1
@environmentguru
@united
@mlnangalama
@moonbootica
@independent
@_redfrog
@nenoriega5
@jver1
@pmgeezer

Top Tweeters in G1:
@nenoriega5
@amparomeza
@jhor73
@luisffierro
@javijimenezl
@conexionmaestra
@eduardo34335233
@raprig
@jairochl
@laabundancia171

Top Tweeters in G2:
@gr8musicvenues
@mojos55
@lalitapetila
@disparatepost
@smartbrain
@fryfriend
@maryharryheff
@trojan_sc
@60sleigh
@revolution_irl

Top Tweeters in G3:
@analyticaglobal
@skaigr
@woodymcfarley
@topgovtgrant
@thepres5
@pres5ar
@missionaryjapan
@trader_moe
@sullivanmonty
@topdownmagazine

Top Tweeters in G4:
@shecyclesnbi
@auxonic
@kim_harding
@georgebernhard
@cycleoptic
@spacepootler
@paulhayesman
@andrealearned
@jojoswitz
@papabybike

Top Tweeters in G5:
@rmack2x
@tokyo_tom
@regimechangebc
@craigthomler
@friendsoscience
@lambert_pp
@rln_nelson
@stevebayrd
@slbctexas
@unclejohncc

Top Tweeters in G6:
@moonbootica
@_redfrog
@zeinobia
@monalisazelf
@wildwestpie
@hayatalvi
@bellmanno82
@politics_nyy
@ghoshworld
@ordforandejohan

Top Tweeters in G7:
@pmgeezer
@eddarrell
@latinmass9876
@diveconlfp
@havenaar64
@carbongate
@tan123
@noturbine
@rogerxmathew
@dunvirkin

Top Tweeters in G8:
@usatopguns
@bikerbd
@dianafry18
@jewelsjones1
@loretta_stiles
@didnotvotefor44
@polarwhut
@prochoicekills
@jimjimzen
@jcharles791

Top Tweeters in G9:
@daveyk317
@yathinkn
@cblazblaz
@nytimes
@guytaur
@broomstick33
@peacepox
@gezgintrk
@kirillklip
@ladypoop2

Top Tweeters in G10:
@independent
@paulpaul49
@sallymoen2
@toptvcameraman
@pgcommunity
@greengreenwich
@airfairy04
@libahoskin
@luxembourgize
@walworthjanet