keepitintheground, Twitter, 1/24/2022 3:40:00 AM, 270520


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keepitintheground_2022-01-23_19-05-16.xlsx
keepitintheground_2022-01-23_19-05-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2022
Short Description:
keepitintheground via NodeXL https://bit.ly/3KCqOSw
@foe_us
@greenpeace
@eco1start
@torrancecoste
@potus
@climatemessages
@pauledawson
@arikring
@mcc01778
@delsignoredaryl

Top hashtags:
#keepitintheground
#climatecrisis
#climateemergency
#climateaction

Description:
Description
The graph represents a network of 1,350 Twitter users whose tweets in the requested range contained "keepitintheground", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 03:07 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 5-hour, 6-minute period from Monday, 10 January 2022 at 04:18 UTC to Saturday, 22 January 2022 at 09:25 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 : 1350
Unique Edges : 596
Edges With Duplicates : 2410
Total Edges : 3006
Number of Edge Types : 5
Retweet : 1104
MentionsInRetweet : 1292
Tweet : 273
Mentions : 280
Replies to : 57
Self-Loops : 302
Reciprocated Vertex Pair Ratio : 0.010547132498352
Reciprocated Edge Ratio : 0.0208741030658839
Connected Components : 124
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 996
Maximum Edges in a Connected Component : 2423
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.578405
Graph Density : 0.00084177580100486
Modularity : 0.482455
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,350 Twitter users whose tweets in the requested range contained "keepitintheground", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 03:07 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 5-hour, 6-minute period from Monday, 10 January 2022 at 04:18 UTC to Saturday, 22 January 2022 at 09:25 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 : keepitintheground
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://www.vice.com/en/article/7kb43x/shell-quest-carbon-capture-plant-alberta
[8] https://www.cnn.com/2022/01/10/weather/2021-us-billion-dollar-disasters-climate-noaa/index.html
[6] https://www.dailykos.com/stories/2022/1/19/2075608/-Over-360-groups-call-on-Biden-to-phase-out-oil-and-gas-drilling-on-federal-lands
[5] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1115
[5] https://adage.com/article/agency-news/scientists-letter-ad-agencies-drop-your-fossil-fuel-clients/2393636
[5] https://wildearthguardians.org/press-releases/legal-petition-calls-on-biden-to-phase-out-federal-oil-gas-by-2035/#.YehGRlLs_Vg.twitter
[5] https://www.permianclimatebomb.org
[5] https://www.youtube.com/watch?v=Oq0y7MvcYt8

[5] https://counterpunch.org/
[5] https://www.theguardian.com/us-news/2022/jan/12/louisiana-pipeline-oil-spill-new-orleans

Top URLs in Tweet in G1:
[1] https://apnews.com/article/business-environment-and-nature-new-orleans-environment-0d62cab0f0b131e48b77b97017766c3f
[1] https://twitter.com/EcoWatch/status/1484222952384118790
[1] https://twitter.com/business/status/1481098379656671236

Top URLs in Tweet in G3:
[5] https://wildearthguardians.org/press-releases/legal-petition-calls-on-biden-to-phase-out-federal-oil-gas-by-2035/#.YehGRlLs_Vg.twitter
[5] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1115
[5] https://www.youtube.com/watch?v=Oq0y7MvcYt8

[5] https://www.dailykos.com/stories/2022/1/19/2075608/-Over-360-groups-call-on-Biden-to-phase-out-oil-and-gas-drilling-on-federal-lands
[5] https://adage.com/article/agency-news/scientists-letter-ad-agencies-drop-your-fossil-fuel-clients/2393636
[4] https://www.permianclimatebomb.org
[2] https://wildearthguardians.org/press-releases/greater-chaco-coalition-demands-more-than-piece-meal-protection-in-response-to-10-mile-buffer/
[2] https://biologicaldiversity.org/w/news/press-releases/new-data-biden-slays-trumps-first-year-drilling-permitting-by-34-2022-01-21/
[2] https://www.cnn.com/2022/01/10/weather/2021-us-billion-dollar-disasters-climate-noaa/index.html
[2] https://twitter.com/davidrkadler/status/1481262694363648002

Top URLs in Tweet in G4:
[6] https://www.cnn.com/2022/01/10/weather/2021-us-billion-dollar-disasters-climate-noaa/index.html
[1] https://www.theguardian.com/environment/2022/jan/15/global-heating-linked-early-birth-damage-babies-health
[1] https://www.theguardian.com/world/2022/jan/07/heat-records-broken-all-around-the-world-in-2021-says-climatologist
[1] https://www.thestar.com/politics/2021/04/14/canadian-greenhouse-emissions-to-use-outsized-portion-of-what-climate-can-bear-study.html
[1] https://grist.org/energy/new-research-shows-sustained-damage-to-agricultural-land-near-pipelines/
[1] https://www.theguardian.com/environment/2022/jan/11/oceans-hottest-temperatures-research-climate-crisis
[1] https://www.theguardian.com/news/2022/jan/11/climate-change-insect-world-global-heating-species
[1] https://www.theguardian.com/environment/2022/jan/11/us-hit-by-20-separate-billion-dollar-climate-disasters-in-2021-noaa-report-says
[1] https://grist.org/beacon/does-arctic-drilling-violate-human-rights/
[1] https://globalnews.ca/news/8508696/nasa-climate-change-extreme-weather/

Top URLs in Tweet in G5:
[1] https://twitter.com/insideclimate/status/1484717453179379717
[1] https://www.vice.com/en/article/7kb43x/shell-quest-carbon-capture-plant-alberta
[1] https://twitter.com/Quicktake/status/1484210769214554114

Top URLs in Tweet in G6:
[2] https://www.eadt.co.uk/news/cop26-protest-in-bury-st-edmunds-suffolk-8480802#article-comments-coral
[1] https://www.theguardian.com/environment/2022/jan/17/climate-crisis-1-percent-a-year-off-uk-economy-by-2045
[1] https://grist.org/energy/coal-use-was-dying-then-2021-happened-carbon-emissions-rise/
[1] https://www.suffolknews.co.uk/bury-st-edmunds/news/major-suffolk-road-blocked-following-cop26-protest-9224979/
[1] https://twitter.com/XR_BSE/status/1458421924388814856

Top URLs in Tweet in G7:
[2] https://www.optimistdaily.com/2021/12/greenland-permanently-bans-all-oil-and-gas-exploration/
[1] https://www.theguardian.com/environment/2022/jan/10/climate-crisis-last-seven-years-the-hottest-on-record-2021-data-shows
[1] https://www.permianclimatebomb.org
[1] https://financialpost.com/commodities/energy/oil-gas/the-oilmans-fury-shale-pioneer-harold-hamm-blasts-bidens-fossil-fuels-policies
[1] https://twitter.com/endhunting/status/1481289247525117953
[1] https://twitter.com/SunflowerAction/status/1481430283047956483
[1] https://twitter.com/friswith_med/status/1481450059673833473
[1] https://twitter.com/_ppmv/status/1480580489677348864
[1] https://www.theguardian.com/environment/2022/jan/11/meet-mr-trash-wheel-and-the-other-ingenious-tools-that-eat-river-plastic
[1] https://act.leadnow.ca/climate-consult/

Top URLs in Tweet in G9:
[2] https://www.theguardian.com/environment/2022/jan/14/south-america-heat-wave-record-summer-temperatures
[2] https://www.weatherzone.com.au/news/australia-soars-to-50-degrees-for-first-time-this-century/535929?fbclid=IwAR3Az-aPYClDD5WYDFnTBrxO6Nf3fdQIok_dmv_6RIVafoWWlX1QvrP8K0M
[1] https://twitter.com/mathilde_dupre_/status/1484111622180421635
[1] https://twitter.com/mikehudema/status/1484685293991174150
[1] https://twitter.com/cisionnews/status/1484451725180239872
[1] https://twitter.com/co2_earth/status/1480201090419335174
[1] https://twitter.com/bhrrc/status/1484132364506775557
[1] https://www.instagram.com/accounts/login/

Top Domains
Top Domains in Tweet in Entire Graph:
[160] twitter.com
[31] theguardian.com
[13] dailykos.com
[13] wildearthguardians.org
[11] vice.com
[9] youtube.com
[8] cnn.com
[7] counterpunch.org
[6] co.uk
[5] insideclimatenews.org

Top Domains in Tweet in G1:
[2] twitter.com
[1] apnews.com

Top Domains in Tweet in G3:
[13] wildearthguardians.org
[13] twitter.com
[5] youtube.com
[5] dailykos.com
[5] adage.com
[4] permianclimatebomb.org
[3] biologicaldiversity.org
[2] cnn.com
[1] latinpost.com
[1] phys.org

Top Domains in Tweet in G4:
[6] cnn.com
[5] theguardian.com
[2] grist.org
[1] thestar.com
[1] globalnews.ca
[1] mongabay.com
[1] youtube.com
[1] vice.com
[1] cnbc.com

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

Top Domains in Tweet in G6:
[3] co.uk
[1] theguardian.com
[1] grist.org
[1] twitter.com

Top Domains in Tweet in G7:
[37] twitter.com
[4] theguardian.com
[2] optimistdaily.com
[2] reuters.com
[1] permianclimatebomb.org
[1] financialpost.com
[1] leadnow.ca
[1] thenarwhal.ca
[1] blogspot.com
[1] vimeo.com

Top Domains in Tweet in G9:
[5] twitter.com
[2] theguardian.com
[2] com.au
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[830] keepitintheground
[118] climatecrisis
[88] climateemergency
[78] climateaction
[57] climateactionnow
[57] climatechange
[56] climate
[54] climatestrike
[50] climatejustice
[49] gobacknlc



Top Hashtags in Tweet in G1:
[6] keepitintheground
[1] fossilfuel
[1] dontlookup
[1] bidenisafailure

Top Hashtags in Tweet in G2:
[158] keepitintheground

Top Hashtags in Tweet in G3:
[83] keepitintheground
[27] climate
[22] dontlookup
[21] actonclimate
[13] climateaction
[13] climateemergency
[11] fracking
[11] climateresistance
[8] climatechange
[7] climatecrisis

Top Hashtags in Tweet in G4:
[19] keepitintheground
[12] climatejustice
[3] systemchangenotclimatechange
[2] cdnpoli
[1] canceltmx
[1] nopipelines
[1] climatecrisis
[1] music
[1] art
[1] waterislife

Top Hashtags in Tweet in G5:
[5] keepitintheground
[1] fossilfascism
[1] carboncapturescam
[1] cop25
[1] climatecrisis
[1] climateemergency
[1] climatestrike
[1] fridaysforfurture
[1] climatechange
[1] extinctionrebellion

Top Hashtags in Tweet in G6:
[42] keepitintheground
[32] climateaction
[4] rebellionofone
[4] ro1
[2] climatecrisis
[2] cop26
[2] justtransition
[2] equity
[2] uprootthesystem
[2] mapa

Top Hashtags in Tweet in G7:
[69] keepitintheground
[12] climatecrisis
[6] uprootthesystem
[5] climateaction
[4] climate
[4] fossilfuels
[4] climateemergency
[4] defendwinnemucca
[4] landback
[3] climatechange

Top Hashtags in Tweet in G8:
[32] thwaitesglacier
[32] doomsdayglacier
[10] keepitintheground
[5] endfossilfuels
[4] gfym
[4] codered
[2] climatecrisis
[1] climatestrike
[1] defundfossilfuels
[1] climatecatastrophe

Top Hashtags in Tweet in G9:
[14] keepitintheground
[5] climatechaos
[4] revokeect
[4] repurposefinance
[4] climateemergency
[4] ect
[3] goplantbased
[3] endanimalag
[2] boldleadership
[2] 2022newyear

Top Hashtags in Tweet in G10:
[45] keepitintheground
[1] climateresistance
[1] renewables
[1] thwaitesglacier
[1] doomsdayglacier

Top Words
Top Words in Tweet in Entire Graph:
[830] #keepitintheground
[261] fuel
[259] future
[222] climate
[219] renewables
[216] killing
[215] spilled
[212] gallons
[212] thousands
[209] 000

Top Words in Tweet in G1:
[185] foe_us
[183] pipeline
[183] near
[183] orleans
[183] broke
[183] spilled
[183] 300
[183] 000
[183] gallons
[183] diesel

Top Words in Tweet in G2:
[158] renewables
[158] future
[158] #keepitintheground
[155] greenpeace
[10] foe_us
[10] pipeline
[10] near
[10] orleans
[10] broke
[10] spilled

Top Words in Tweet in G3:
[83] #keepitintheground
[72] climate
[47] biden
[42] more
[39] wildearthguard
[37] fossil
[34] gas
[33] oil
[30] climatewest
[28] response

Top Words in Tweet in G4:
[66] torrancecoste
[36] impact
[29] lives
[26] term
[26] few
[26] stories
[24] many
[23] news
[23] right
[23] profoundly

Top Words in Tweet in G5:
[5] #keepitintheground
[5] more
[4] lead
[3] gretathunberg
[3] oil
[3] zalmodegicos
[3] ruthptn
[3] dawnroseturner
[3] toddmckissick
[3] jackthelad1947

Top Words in Tweet in G6:
[83] climate
[47] pauledawson
[42] #keepitintheground
[32] #climateaction
[31] activists
[31] speak
[31] accountants
[31] achieve
[31] justice
[21] gas

Top Words in Tweet in G7:
[69] #keepitintheground
[14] oil
[13] fossil
[12] #climatecrisis
[8] climate
[8] fuel
[8] gas
[6] #uprootthesystem
[5] fuels
[5] #climateaction

Top Words in Tweet in G8:
[33] humanity
[32] delsignoredaryl
[32] #thwaitesglacier
[32] #doomsdayglacier
[32] collapse
[32] within
[32] 10
[32] years
[32] changing
[32] course

Top Words in Tweet in G9:
[18] guardiannews
[18] bbcnews
[18] gloriamaustin
[17] guardianscience
[16] isn
[16] being
[16] reported
[16] uk
[16] guardianeco
[16] ftukpolitics

Top Words in Tweet in G10:
[46] future
[45] #keepitintheground
[45] renewables
[36] greenpeacenz
[10] greenpeace
[2] fossil
[2] term

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[216] renewables,future
[205] pipeline,near
[205] near,orleans
[205] orleans,broke
[205] broke,spilled
[205] spilled,300
[205] 300,000
[205] 000,gallons
[205] gallons,diesel
[205] diesel,fuel

Top Word Pairs in Tweet in G1:
[183] pipeline,near
[183] near,orleans
[183] orleans,broke
[183] broke,spilled
[183] spilled,300
[183] 300,000
[183] 000,gallons
[183] gallons,diesel
[183] diesel,fuel
[183] fuel,killing

Top Word Pairs in Tweet in G2:
[158] renewables,future
[156] future,#keepitintheground
[155] greenpeace,renewables
[10] foe_us,pipeline
[10] pipeline,near
[10] near,orleans
[10] orleans,broke
[10] broke,spilled
[10] spilled,300
[10] 300,000

Top Word Pairs in Tweet in G3:
[25] oil,gas
[24] biden,administration
[20] 360,climate
[20] climate,tribal
[20] tribal,religious
[20] religious,conservation
[20] conservation,groups
[19] public,lands
[19] fossil,fuel
[18] climate,scientist

Top Word Pairs in Tweet in G4:
[26] few,stories
[24] torrancecoste,few
[23] stories,news
[23] news,right
[23] right,impact
[23] impact,many
[23] many,lives
[23] lives,profoundly
[23] profoundly,front
[13] climate,change

Top Word Pairs in Tweet in G5:
[4] lead,more
[3] zalmodegicos,ruthptn
[3] ruthptn,dawnroseturner
[3] dawnroseturner,toddmckissick
[3] toddmckissick,jackthelad1947
[3] jackthelad1947,neurozoinnovat1
[3] neurozoinnovat1,ristori20
[3] ristori20,kashthefuturist
[2] climate,change
[2] change,lead

Top Word Pairs in Tweet in G6:
[46] pauledawson,climate
[32] #climateaction,#keepitintheground
[31] climate,activists
[31] activists,speak
[31] speak,accountants
[31] accountants,achieve
[31] achieve,climate
[31] climate,justice
[31] justice,#climateaction
[17] climate,crisis

Top Word Pairs in Tweet in G7:
[8] fossil,fuel
[6] oil,gas
[4] fossil,fuels
[3] good,news
[3] #keepitintheground,#uprootthesystem
[2] transition,away
[2] away,fossil
[2] fuel,companies
[2] climate,change
[2] extraction,#keepitintheground

Top Word Pairs in Tweet in G8:
[32] #thwaitesglacier,#doomsdayglacier
[32] #doomsdayglacier,collapse
[32] collapse,within
[32] within,10
[32] 10,years
[32] years,changing
[32] changing,course
[32] course,humanity
[32] humanity,forever
[32] forever,ft

Top Word Pairs in Tweet in G9:
[17] guardiannews,guardianscience
[16] isn,being
[16] being,reported
[16] reported,uk
[16] uk,bbcnews
[16] bbcnews,guardianeco
[16] guardianeco,guardiannews
[16] guardianscience,ftukpolitics
[15] gloriamaustin,isn
[4] another,reason

Top Word Pairs in Tweet in G10:
[45] renewables,future
[36] #keepitintheground,renewables
[35] greenpeacenz,#keepitintheground
[8] greenpeace,renewables
[8] future,#keepitintheground
[2] greenpeace,greenpeacenz

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@foe_us
@greenpeace
@torrancecoste
@pauledawson
@climatemessages
@wildearthguard
@danbacher
@greenpeacenz
@delsignoredaryl
@climatewest

Top Mentioned in G1:
@foe_us
@saleemulhuq
@lynne_burrows
@planetluvie

Top Mentioned in G2:
@greenpeace
@foe_us
@greenpeacenz

Top Mentioned in G3:
@wildearthguard
@climatewest
@potus
@torrancecoste
@foe_us
@katearonoff
@lastchance_ca
@revgle
@350triangle
@interior

Top Mentioned in G4:
@torrancecoste
@foodandwater
@sierraclubbc
@waterspirit10
@megaciph

Top Mentioned in G5:
@ruthptn
@dawnroseturner
@toddmckissick
@jackthelad1947
@neurozoinnovat1
@ristori20
@kashthefuturist
@gretathunberg
@arikring
@zalmodegicos

Top Mentioned in G6:
@pauledawson
@greenpeace
@rp_in_action
@thierryaaron
@xr_bse
@torrancecoste
@michaelemann
@mcenteefergal
@scientistsx

Top Mentioned in G7:
@mito82440930
@70sbachchan

Top Mentioned in G8:
@delsignoredaryl
@coderedearth
@climatehuman
@drjenny88
@climatemessages
@greenpeace
@antonygwrites

Top Mentioned in G9:
@guardiannews
@bbcnews
@gloriamaustin
@guardianscience
@guardianeco
@ftukpolitics
@cop26p
@pietersemarc
@borisjohnson
@keir_starmer

Top Mentioned in G10:
@greenpeacenz
@greenpeace
@foe_us
@eco1start
@hbcugreenfund
@gloriamaustin
@torrancecoste
@delsignoredaryl

Top Tweeters
Top Tweeters in Entire Graph:
@rjber15
@cheezwitham
@dgendvil
@bob_stinson1234
@jfsebastian146
@mog7546
@pkjillu
@joekoffee
@cberrl
@markplackett1

Top Tweeters in G1:
@joekoffee
@canisgallicus
@loreyjeanene
@zulaqi
@saleemulhuq
@blink2xamerica
@hl10pm
@laplapv3
@aquart
@missjoy1965

Top Tweeters in G2:
@rjber15
@bob_stinson1234
@kimpy123
@pppatticake
@richardweiner
@gawlinskilaura
@17thcard
@7tariqm
@alfieturner2
@elleallever

Top Tweeters in G3:
@cheezwitham
@dgendvil
@changetocindy
@gezgintrk
@cnn
@eco1start
@jj_angelus
@lindadoherty4
@birdtrees
@luluonti

Top Tweeters in G4:
@albertarabbit
@ow_my_back_
@pmagn
@ciiaqaplfraser
@daveunger3
@bernie8859
@barbaranavarro
@jchilton666
@norm_farrell
@silvipastured

Top Tweeters in G5:
@cberrl
@nofascistlies
@amazingchevvolt
@dawnroseturner
@charluv2011
@bluedillygal
@kirillklip
@marcvegan
@shicooks
@wipapa5

Top Tweeters in G6:
@allentien
@garden4u_wa
@wavetop
@truthtotweet
@jmescoda
@peggymel2001
@phil_free_
@deborahskyrim
@avigalluna
@grannysidney

Top Tweeters in G7:
@riverasunauthor
@planetkooler
@darielgarner
@47whitebuffalo
@karenmessier
@caracalj
@bobhillbrain
@jeff_a_friedman
@missceeeeee
@cinerina

Top Tweeters in G8:
@orbvious66
@idealust
@noblewolf8x
@stevesilent
@jessicawins
@moe_politics
@delsignoredaryl
@fionamc90085949
@steeler3682
@decima28936219

Top Tweeters in G9:
@skynews
@bbcnews
@o_g_log
@bbcworld
@tristramwyatt
@guardiannews
@steltenpower
@love_cats_one
@kellyturberfie1
@pietersemarc

Top Tweeters in G10:
@laura78703
@_albet777
@stablegeniusinc
@craykain
@petrine05647629
@henryk_b_
@globalunion3
@pop_albert
@zenkichi95
@atsushi_tamaki