cop27, Twitter, 9/20/2022 9:19:01 PM, 282151


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cop27 Twitter NodeXL SNA Map and Report for Tuesday, 20 September 2022 at 04:44 UTC
cop27 Twitter NodeXL SNA Map and Report for Tuesday, 20 September 2022 at 04:44 UTC
From:
Smartkiwi
Uploaded on:
September 20, 2022
Short Description:
cop27 via NodeXL https://bit.ly/3qRDTP9
@cop27p
@unfccc
@vanessa_vash
@corradotopi
@saleemulhuq2
@un
@simonstiell
@eco1start
@xr_forres
@lizwathuti

Top hashtags:
#cop27
#agroecology4climate
#climatecrisis
#climatechange
#climateaction
#accc22
#egypt
#copresiliencehub

Description:
Description
The graph represents a network of 12,008 Twitter users whose recent tweets contained "cop27", 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 Tuesday, 20 September 2022 at 07:26 UTC.

The tweets in the network were tweeted over the 6-day, 12-hour, 40-minute period from Tuesday, 13 September 2022 at 16:03 UTC to Tuesday, 20 September 2022 at 04:44 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 : 12008
Unique Edges : 25158
Edges With Duplicates : 18157
Total Edges : 43315
Number of Edge Types : 5
Retweet : 13675
MentionsInRetweet : 20223
Tweet : 2696
Mentions : 5958
Replies to : 763
Self-Loops : 2888
Reciprocated Vertex Pair Ratio : 0.0321392701707399
Reciprocated Edge Ratio : 0.0622770029192345
Connected Components : 1216
Single-Vertex Connected Components : 781
Maximum Vertices in a Connected Component : 9285
Maximum Edges in a Connected Component : 39758
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.673008
Graph Density : 0.000192446866576331
Modularity : 0.509334
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 12,008 Twitter users whose recent tweets contained "cop27", 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 Tuesday, 20 September 2022 at 07:26 UTC.

The tweets in the network were tweeted over the 6-day, 12-hour, 40-minute period from Tuesday, 13 September 2022 at 16:03 UTC to Tuesday, 20 September 2022 at 04:44 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 : TwitterSearch
Graph Term : cop27
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[719] https://events.zoom.us/ev/AiS1lq6jPZSJuqFJgzlklvdWmlJNmpR3mYWPuerifRJyh3Ak4Yhq~AggLXsr32QYFjq8BlYLZ5I06Dg
[272] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27
[271] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=share_btn_tw
[235] https://wedonthavetime.org/events/the-road-to-cop27
[234] https://www.independent.co.uk/climate-change/news/elizabeth-wathuti-cop27-egypt-africa-davos-b2083781.html
[228] https://www.unep.org/news-and-stories/speech/biodiversity-and-oceans-road-sharm-el-sheikh
[227] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=twt_a-environment_b-gdneco
[184] https://www.theguardian.com/business/2022/sep/16/oil-giants-shell-bp-climate-crisis
[143] https://www.cop27coalition.org/
[110] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=Share_iOSApp_Other

Top URLs in Tweet in G1:
[96] https://www.cop27coalition.org/
[57] https://www.cop27coalition.org/events/newly-launched-cop27-coalition-calls-for-global-mass-action-for-climate-justice-reset-of-climate-talks-ahead-of-egypt-cop
[54] https://events.zoom.us/ev/AiS1lq6jPZSJuqFJgzlklvdWmlJNmpR3mYWPuerifRJyh3Ak4Yhq~AggLXsr32QYFjq8BlYLZ5I06Dg
[46] https://twitter.com/sharon_kiwanuka/status/1571748611041492992
[45] https://www.theguardian.com/environment/2022/sep/15/campaigners-call-for-climate-crisis-global-day-of-action-during-cop27
[37] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=share_btn_tw
[35] https://www.theafricareport.com/239244/financing-for-africa-hasnt-been-forthcoming-despite-pledges-cop27-is-a-chance-to-deliver/
[31] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=twt_a-environment_b-gdneco
[30] https://www.independent.co.uk/climate-change/news/elizabeth-wathuti-cop27-egypt-africa-davos-b2083781.html
[29] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27

Top URLs in Tweet in G2:
[212] https://www.unep.org/news-and-stories/speech/biodiversity-and-oceans-road-sharm-el-sheikh
[81] https://news.un.org/en/story/2022/09/1125722?123
[33] https://newsroom.ibm.com/2022-09-14-IBM-Announced-as-COP-27-Technology-Partner?social_post=7614922295&linkId=181351168
[29] https://www.bloomberg.org/united-nations-climate-action-race-to-zero-and-resilience-forum/?utm_source=social&utm_medium=twitter&utm_campaign=United+Nations+Climate+Action:+Race+to+Zero+and+Resilience+Forum
[22] https://www.un.org/sg/en/content/sg/readout/2022-09-18/readout-of-the-secretary-generals-meeting-he-mr-moussa-faki-mahamat-chairperson-of-the-african-union-commission-scroll-down-for-french
[22] https://docs.google.com/forms/d/e/1FAIpQLSf2HQgQkaaS6qgnV3dWNOGJDLBsZ19zmTC9gMQBLPcFdd3tsg/viewform
[19] https://cop27.eg/#/news/71/IBM%20Announced%20as%20COP%2027%20Techno
[19] https://wedonthavetime.org/events/the-road-to-cop27
[17] https://www.youtube.com/watch?v=yTz6pyeNJ1k&feature=youtu.be

[15] https://www.unep.org/news-and-stories/press-release/african-environment-ministers-vow-end-plastic-pollution-eliminate

Top URLs in Tweet in G3:
[89] https://www.hrw.org/news/2022/09/15/egyptian-government-hides-behind-un-ahead-cop27
[63] https://foreignpolicy.com/2022/09/14/egypt-cop27-crackdown-environmental-activists-united-nations-climate-change/
[48] https://www.theguardian.com/world/2022/sep/12/british-egyptian-hunger-striker-alaa-abd-el-fattah-says-he-may-die-in-prison
[37] https://www.climatechangenews.com/2022/09/12/egypt-is-stifling-climate-activism-ahead-of-cop27-human-rights-group-reports/
[27] https://twitter.com/ClaFrancavilla/status/1569659752010977281
[27] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=share_btn_tw
[22] https://twitter.com/Monasosh/status/1571135886460588033
[22] https://www.hrw.org/news/2022/09/12/egypt-government-undermining-environmental-groups
[22] https://www.eventbrite.co.uk/e/cop27-human-rights-solidarity-with-egyptian-prisoners-of-conscience-tickets-419011483627
[22] https://timep.org/commentary/analysis/when-will-the-climate-movement-take-a-stand-on-human-rights-in-egypt/

Top URLs in Tweet in G4:
[177] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=twt_a-environment_b-gdneco
[172] https://www.independent.co.uk/climate-change/news/elizabeth-wathuti-cop27-egypt-africa-davos-b2083781.html
[169] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27
[90] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=share_btn_tw
[20] https://www.bbc.co.uk/news/science-environment-62892013
[18] https://www.theguardian.com/environment/2022/sep/15/campaigners-call-for-climate-crisis-global-day-of-action-during-cop27
[15] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=Share_iOSApp_Other
[14] https://www.theafricareport.com/239244/financing-for-africa-hasnt-been-forthcoming-despite-pledges-cop27-is-a-chance-to-deliver/
[11] https://www.abc.net.au/news/2022-09-14/un-says-climate-impacts-is-heading-to-territories-of-destruction/101436804
[7] https://www.aosis.org/aosis-unga77-must-be-a-milestone-for-loss-and-damage-response-finance/

Top URLs in Tweet in G5:
[47] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27
[46] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=share_btn_tw
[30] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=Share_iOSApp_Other
[22] https://www.theguardian.com/environment/2022/sep/15/campaigners-call-for-climate-crisis-global-day-of-action-during-cop27?CMP=share_btn_tw
[19] https://www.theguardian.com/environment/2022/sep/15/campaigners-call-for-climate-crisis-global-day-of-action-during-cop27
[16] https://jp.reuters.com/article/brazil-election-lula-environment-idJPL4N3081AI
[14] https://www.theguardian.com/environment/2022/sep/15/campaigners-call-for-climate-crisis-global-day-of-action-during-cop27?CMP=Share_iOSApp_Other
[13] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=Share_AndroidApp_Other
[10] https://foreignpolicy.com/2022/09/14/egypt-cop27-crackdown-environmental-activists-united-nations-climate-change/
[5] https://ifttt.com/images/no_image_card.png

Top URLs in Tweet in G6:
[645] https://events.zoom.us/ev/AiS1lq6jPZSJuqFJgzlklvdWmlJNmpR3mYWPuerifRJyh3Ak4Yhq~AggLXsr32QYFjq8BlYLZ5I06Dg
[36] https://docs.google.com/forms/d/e/1FAIpQLScjK6bucvMKgi7LWpvNwbxaIWPfCqggfVD6D91qLT7fGm1ckg/viewform?usp=sf_link
[17] https://docs.google.com/forms/d/e/1FAIpQLSdGm16v2caMMl9D1FuD8KLw_31JFd0JjwzVKqcVF7xWe23ZzA/viewform?usp=sf_link
[12] https://twitter.com/cdknetwork/status/1567844997407408131
[12] https://fb.me/e/1QyDCZjsO
[12] https://www.cifor-icraf.org/news/corporate-news/soil-health-to-be-part-of-cop27-food-systems-pavilion/
[7] https://www.youtube.com/watch?v=weQ0kmSmeL4&feature=youtu.be

[7] https://twitter.com/cdknetwork/status/1570011711931052037
[7] http://bit.ly/RaisingAfricanVoicesChallenge
[6] https://twitter.com/ACMI_Africa/status/1570809816347725824

Top URLs in Tweet in G7:
[12] https://state-of-the-union.ec.europa.eu/index_en
[9] https://twitter.com/smangubhai/status/1569780088434233345
[6] https://www.pican.org/pacific-climate-justice-summit
[4] https://unwomen.zoom.us/webinar/register/WN_cbVhBkwKQTGc_VtM0FCQ7A
[4] https://www.theguardian.com/australia-news/2022/sep/15/australia-is-funding-just-one-tenth-of-its-fair-share-of-global-climate-action-study-finds
[4] https://twitter.com/HKS_BizGov/status/1570019551751725056
[3] https://twitter.com/Cop27P/status/1570692016958484481
[3] https://twitter.com/simonstiell/status/1571608057133633537
[3] https://www.unescap.org/kp/2022/asia-pacific-disaster-report-2022-escap-subregions-pathways-adaptation-and-resilience
[2] https://www.theguardian.com/environment/commentisfree/2022/sep/19/australia-is-pushing-to-host-a-cop-meeting-if-successful-it-would-be-forced-to-ramp-up-climate-action

Top URLs in Tweet in G8:
[81] https://forms.gle/cTwxhGE9a3BfLR1j7
[23] https://www.climatechrun.com/
[17] https://twitter.com/i/spaces/1mnxeRLvZZvKX
[15] https://www.ipsnews.net/2022/09/must-cop27-deliver/
[15] https://youtu.be/30Gju4k7jXg
[10] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=share_btn_tw
[9] https://blog.felixdodds.net/2022/09/what-must-cop27-deliver.html
[8] https://youtu.be/puw8FFYyO84
[6] https://docs.google.com/forms/d/e/1FAIpQLScjK6bucvMKgi7LWpvNwbxaIWPfCqggfVD6D91qLT7fGm1ckg/viewform?usp=sf_link
[6] https://youtu.be/IqvOVLCPcXk

Top URLs in Tweet in G9:
[158] https://www.theguardian.com/business/2022/sep/16/oil-giants-shell-bp-climate-crisis
[44] https://www.aljazeera.com/news/2022/9/10/african-nations-demand-climate-change-financing-ahead-of-cop27
[31] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=Share_iOSApp_Other
[16] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-20314-w
[16] https://weather.co/analysis/strong-ocean-anomalies-are-developing-over-the-gulf-stream-area-in-the-north-atlantic-forecast-to-continue-as-we-head-closer-to-winter-2022-2023/
[13] https://www.arabnews.com/node/1788431/business-economy
[12] https://trib.al/PDx3bjG
[9] https://trib.al/Ulk95RO
[8] https://www.theguardian.com/environment/2022/sep/17/vanessa-nakate-climate-activist-africa-cop27?CMP=share_btn_tw
[5] https://www.theguardian.com/environment/2022/sep/15/campaigners-call-for-climate-crisis-global-day-of-action-during-cop27?CMP=Share_iOSApp_Other

Top URLs in Tweet in G10:
[19] https://www.reuters.com/business/environment/eu-urge-big-polluters-toughen-climate-pledges-by-cop27-summit-draft-2022-08-25/
[11] https://www.businessgreen.com/news/4056342/global-investors-governments-raise-climate-ambitions-ahead-cop27
[8] https://docs.google.com/forms/d/e/1FAIpQLSdaShqB4gaJnSLj3PPwTmglfKO34fvL4S0MLe03UgD9giAvww/viewform
[7] https://www.reuters.com/business/sustainable-business/comment-five-ways-world-can-break-deadlock-funding-climate-damage-2022-09-13/
[6] https://www.cop27coalition.org/
[5] https://www.mofa.go.jp/mofaj/me_a/me1/eg/page3_003438.html
[4] https://fossilfueltreaty.org/vatican
[4] https://www.rfi.fr/fr/environnement/20220915-les-ministres-africains-de-l-environnement-%C3%A0-dakar-pour-parler-climat-et-cop27
[4] https://eciph.in/opinions/india-needs-to-urgently-address-the-disaster-climate-health-nexus/
[3] https://www.tonyelumelu.com/africa-and-climate-change-a-conversation-with-us-senator-john-kerry-towards-cop27

Top Domains
Top Domains in Tweet in Entire Graph:
[1538] theguardian.com
[1326] twitter.com
[785] zoom.us
[390] co.uk
[337] wedonthavetime.org
[255] unep.org
[209] cop27coalition.org
[202] google.com
[169] hrw.org
[168] youtube.com

Top Domains in Tweet in G1:
[348] twitter.com
[232] theguardian.com
[154] cop27coalition.org
[63] environewsnigeria.com
[55] zoom.us
[50] google.com
[38] youtube.com
[35] co.uk
[35] ips-journal.eu
[35] theafricareport.com

Top Domains in Tweet in G2:
[233] unep.org
[178] twitter.com
[106] un.org
[58] cop27.eg
[55] theguardian.com
[54] youtube.com
[51] ibm.com
[34] google.com
[29] bloomberg.org
[26] wedonthavetime.org

Top Domains in Tweet in G3:
[233] twitter.com
[135] theguardian.com
[135] hrw.org
[74] foreignpolicy.com
[62] co.uk
[51] climatechangenews.com
[35] copcivicspace.net
[34] pax21.net
[31] egypttoday.com
[22] apnews.com

Top Domains in Tweet in G4:
[497] theguardian.com
[198] co.uk
[16] twitter.com
[14] theafricareport.com
[12] net.au
[8] novethic.fr
[7] aosis.org
[7] mediapart.fr
[6] google.com
[5] wp.me

Top Domains in Tweet in G5:
[214] theguardian.com
[77] twitter.com
[17] reuters.com
[13] bloomberg.com
[13] mnalmsdr.com
[12] co.uk
[10] foreignpolicy.com
[9] blogspot.com
[9] google.com
[9] greenfue.com

Top Domains in Tweet in G6:
[645] zoom.us
[90] twitter.com
[55] google.com
[13] youtube.com
[12] fb.me
[12] cifor-icraf.org
[9] ifrc.org
[7] bit.ly
[6] cop-resilience-hub.org
[6] foodsystemspavilion.com

Top Domains in Tweet in G7:
[33] twitter.com
[12] europa.eu
[9] theguardian.com
[6] pican.org
[4] zoom.us
[3] unescap.org
[2] builtbn.org
[2] google.com
[2] co.za
[2] edu.au

Top Domains in Tweet in G8:
[81] forms.gle
[29] youtu.be
[25] twitter.com
[23] climatechrun.com
[15] ipsnews.net
[12] theguardian.com
[10] felixdodds.net
[9] google.com
[5] environewsnigeria.com
[5] youtube.com

Top Domains in Tweet in G9:
[208] theguardian.com
[44] aljazeera.com
[31] trib.al
[16] nature.com
[16] weather.co
[13] arabnews.com
[5] co.uk
[4] twitter.com
[3] theecologist.org
[2] noaa.gov

Top Domains in Tweet in G10:
[27] reuters.com
[12] twitter.com
[12] businessgreen.com
[8] google.com
[6] cop27coalition.org
[5] fossilfueltreaty.org
[5] go.jp
[4] temoignages.re
[4] rfi.fr
[4] eciph.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12185] cop27
[1705] agroecology4climate
[1119] climatecrisis
[1065] climatechange
[1047] climateaction
[988] accc22
[764] egypt
[736] copresiliencehub
[608] climate
[599] lossanddamage



Top Hashtags in Tweet in G1:
[4028] cop27
[1616] agroecology4climate
[966] accc22
[527] agroecology
[471] climatecrisis
[422] lossanddamage
[377] accc2022
[270] cop27coalition
[253] climatejustice
[244] climatechange

Top Hashtags in Tweet in G2:
[1999] cop27
[512] climateaction
[354] togetherforimplementation
[184] climatechange
[172] saveourocean
[151] egypt
[148] climatecrisis
[126] climate
[103] ozoneday
[93] unga

Top Hashtags in Tweet in G3:
[1030] cop27
[347] egypt
[159] freethemall
[105] freealaa
[72] unga
[70] climateaction
[69] climate
[67] savealaa
[60] climatecrisis
[58] climatechange

Top Hashtags in Tweet in G4:
[224] cop27
[203] climatecrisis
[83] climateemergency
[52] climatebrawl
[40] climatejustice
[33] auspol
[28] climatechange
[27] reparationen
[23] climatejusticecamp
[18] climate

Top Hashtags in Tweet in G5:
[253] cop27
[28] climate
[27] egypt
[20] climatechange
[19] 気候
[19] 異常気象
[14] climatecrisis
[14] مصر
[13] africa
[12] climateemergency

Top Hashtags in Tweet in G6:
[929] cop27
[648] copresiliencehub
[107] climatechange
[79] racetoresilience
[67] climatemobility
[38] climatecrisis
[36] climateaction
[34] agroecology4climate
[34] theclockingisticking
[33] agric

Top Hashtags in Tweet in G7:
[367] cop27
[175] climatechange
[123] unga
[76] climateweeknyc
[53] lossanddamage
[29] apmcdrr
[28] islandslead
[26] drr
[20] climate
[19] climateaction

Top Hashtags in Tweet in G8:
[352] cop27
[159] justact
[132] act4sdgs
[46] solution17
[36] speaker
[24] climate
[24] climatechange
[23] climatechrun
[21] egypt
[15] mexico

Top Hashtags in Tweet in G9:
[190] cop27
[158] bigoil
[15] climatechange
[14] globalwarming
[13] foosilfuels
[11] climatecrisis
[8] climateemergency
[7] climateactionnow
[5] stablediffusion
[4] poetry

Top Hashtags in Tweet in G10:
[177] cop27
[31] climate
[24] sustainability
[20] africa
[19] prioritizeclimate
[15] climatecrisis
[13] climateemergency
[12] afrique
[10] geopolymer
[10] realestategh

Top Words
Top Words in Tweet in Entire Graph:
[12280] #cop27
[8490] climate
[4980] cop27
[3264] africa
[2108] de
[2051] change
[2014] global
[1992] la
[1705] #agroecology4climate
[1592] action

Top Words in Tweet in G1:
[4066] #cop27
[2587] climate
[1616] #agroecology4climate
[1011] africa
[966] #accc22
[888] agroecology
[818] cop27
[795] afsafrica
[741] adaptation
[647] global

Top Words in Tweet in G2:
[2018] #cop27
[1021] climate
[513] #climateaction
[507] cop27
[470] key
[365] el
[354] #togetherforimplementation
[344] sharm
[342] sheikh
[298] world

Top Words in Tweet in G3:
[1044] #cop27
[543] rights
[524] climate
[476] egypt
[449] human
[404] cop27
[342] #egypt
[329] egyptian
[248] progress
[188] government

Top Words in Tweet in G4:
[772] africa
[649] climate
[402] pages
[395] frontlines
[299] cop27
[280] fight
[270] vanessa_vash
[253] vanessa
[253] nakate
[250] erasure

Top Words in Tweet in G5:
[523] cop27
[373] climate
[252] #cop27
[147] africa
[132] de
[115] global
[108] la
[103] nakate
[101] frontlines
[101] pages

Top Words in Tweet in G6:
[937] #cop27
[655] #copresiliencehub
[549] climate
[543] africa
[454] 00
[418] event
[386] register
[322] resilience
[310] food
[306] hub

Top Words in Tweet in G7:
[366] #cop27
[266] climate
[175] #climatechange
[165] regain
[165] momentum
[135] change
[128] time
[125] course
[123] #unga
[123] moving

Top Words in Tweet in G8:
[354] #cop27
[212] sdgaction
[191] ronkayanja
[190] cop27p
[180] unfccc
[166] undpnigeria
[165] olumideidowu
[163] iomatau
[162] adamrogers2030
[159] #justact

Top Words in Tweet in G9:
[317] climate
[190] #cop27
[189] change
[185] big
[185] oil
[160] part
[158] investigation
[158] leaves
[158] doubt
[158] gaslighting

Top Words in Tweet in G10:
[207] climate
[177] #cop27
[153] cop27
[49] work
[48] change
[36] world
[36] zimbabwe
[33] leaders
[33] williamsruto
[31] #climate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1589] climate,change
[949] sharm,el
[876] el,sheikh
[801] climate,crisis
[760] africa,frontlines
[659] #agroecology4climate,#accc22
[658] #accc22,#cop27
[614] frontlines,pages
[604] climate,fight
[585] climate,action

Top Word Pairs in Tweet in G1:
[645] #agroecology4climate,#accc22
[645] #accc22,#cop27
[444] addis,ababa
[417] climate,change
[388] #agroecology4climate,#cop27
[350] ababa,ethiopia
[330] roadmap,adaptation
[312] climate,crisis
[243] adaptation,agroecology
[231] #accc2022,#cop27

Top Word Pairs in Tweet in G2:
[344] sharm,el
[342] el,sheikh
[231] #climateaction,#cop27
[200] pledges,implementation
[196] climate,change
[175] leaders,key
[175] key,stakeholders
[172] expect,ocean
[172] ocean,keep
[172] keep,absorbing

Top Word Pairs in Tweet in G3:
[442] human,rights
[112] egyptian,government
[110] climate,justice
[107] #egypt,#cop27
[103] political,prisoners
[90] egyptian,security
[90] security,forces
[90] forces,rearrested
[90] rearrested,sherif
[90] sherif,elrouby

Top Word Pairs in Tweet in G4:
[385] africa,frontlines
[268] climate,fight
[261] frontlines,pages
[253] vanessa,nakate
[250] pages,vanessa
[196] nakate,climate
[170] coming,africa
[156] african,cop
[154] cop27,framed
[154] framed,african

Top Word Pairs in Tweet in G5:
[101] frontlines,pages
[100] africa,frontlines
[99] vanessa,nakate
[98] pages,vanessa
[97] nakate,climate
[97] climate,fight
[72] climate,crisis
[67] climate,change
[58] global,action
[56] action,cop27

Top Word Pairs in Tweet in G6:
[233] food,systems
[225] resilience,hub
[214] regional,resilience
[206] africa,regional
[175] 00,cat
[175] 20,sept
[173] 15,00
[170] tues,20
[169] sept,16
[153] cat,13

Top Word Pairs in Tweet in G7:
[165] regain,momentum
[165] momentum,#climatechange
[110] climate,impacts
[107] single,leader
[107] leader,traveling
[107] traveling,#unga
[107] #unga,arrives
[107] arrives,country
[107] country,affected
[107] affected,climate

Top Word Pairs in Tweet in G8:
[134] un,ronkayanja
[134] ronkayanja,thejamespopoola
[134] thejamespopoola,undpnigeria
[134] undpnigeria,worldbank
[134] worldbank,cop27p
[134] cop27p,sdgaction
[134] sdgaction,usinnigeria
[134] usinnigeria,iomatau
[134] iomatau,sdg2030
[134] sdg2030,zebra_carol

Top Word Pairs in Tweet in G9:
[187] climate,change
[185] big,oil
[158] investigation,leaves
[158] leaves,doubt
[158] doubt,big
[158] oil,gaslighting
[158] gaslighting,public
[158] public,companies
[158] companies,claim
[158] claim,part

Top Word Pairs in Tweet in G10:
[47] climate,change
[25] president,williamsruto
[20] world,leaders
[19] big,moves
[19] moves,#prioritizeclimate
[19] #prioritizeclimate,world
[19] leaders,#cop27
[18] climate,negotiations
[18] zimbabwe,climate
[18] cop27,zimbabwe

Top Replied-To
Top Replied-To in Entire Graph:
@folukemichael
@crafteastafrica
@justactproject
@afsafrica
@cop27p
@pacja1
@aosischair
@mithika_mwenda
@dorfman_p

Top Replied-To in G1:
@afsafrica
@pacja1
@mithika_mwenda
@crafteastafrica
@folukemichael
@amiera_tales
@news_ghana
@saleemulhuq
@harjeet11
@adaconsortium

Top Replied-To in G2:
@cop27p
@sdg13un
@unescwa
@nisreenelsaim
@unenvoymm
@un_spokesperson
@aosischair
@unep_africa
@seforallorg

Top Replied-To in G3:
@ukinegypt
@hrw
@yasminoviech
@cfjusticeorg
@globaljusticesc
@aymannour
@vonderleyen
@freebaker2
@natiq_almani
@unheardegypt

Top Replied-To in G4:
@pgdynes
@sprepchannel
@vanessa_vash
@susanahancock_
@billmckibben
@greenpeace
@profstrachan
@parents4future
@gretathunberg
@daphnewysham

Top Replied-To in G6:
@crafteastafrica
@ab_abazeed
@africanboyfi
@mohammed222022
@rehabamohsen
@tiborpnagyjr
@nervana_1
@drmbaziira
@hassan_water
@moezzelarab1

Top Replied-To in G7:
@aosischair
@simonstiell
@onelove1p
@albomp
@climateworks
@unfccc
@cop27p
@climatehuman
@dwallacewells
@cj4africa

Top Replied-To in G8:
@folukemichael
@justactproject
@cycdi_ng
@greenhejira
@pass_blue
@cop26
@leodicaprio
@whitehouse
@garylineker
@sensanders

Top Replied-To in G10:
@williamsruto
@babatafi
@chihwaijonathan
@lizgulaz
@lovedhoba
@natalietariro
@avvenire_nei
@ronald_onyang
@adamvaughan_uk
@edking_i

Top Mentioned
Top Mentioned in Entire Graph:
@afsafrica
@cop27p
@unfccc
@vanessa_vash
@un
@crafteastafrica
@andersen_inger
@olumideidowu
@sdgaction
@worldbank

Top Mentioned in G1:
@afsafrica
@unfccc
@cop27p
@cop27coalition
@nanodo2001
@bbhuttozardari
@ayicc
@pacja1
@vanessa_vash
@didara

Top Mentioned in G2:
@andersen_inger
@cop27p
@un
@unfccc
@unep
@unenvoymm
@hlcchampions
@kgeorgieva
@aminajmohammed
@omniaelomrani1

Top Mentioned in G3:
@hrw
@potus
@secblinken
@alaa
@alsisiofficial
@trussliz
@vonderleyen
@abaerbock
@josepborrellf
@mincolonna

Top Mentioned in G4:
@vanessa_vash
@unicef
@independent
@lizwathuti
@fairstartorg
@novethic
@mediapart
@wedonthavetimke
@ofondiri
@unmgcy

Top Mentioned in G5:
@nahramal
@gwecglobalwind
@stronghold_gf

Top Mentioned in G6:
@crafteastafrica
@snvworld
@cdknetwork
@cgiarclimate
@wur
@agriterra
@rabobankgroup
@meteouganda
@copreshub
@southsouthnorth

Top Mentioned in G7:
@aosischair
@simonstiell
@unfccc
@jfelson
@afsafrica
@albomp
@charlieogilvie
@irena
@undrr_asiapac
@nu_policyschool

Top Mentioned in G8:
@sdgaction
@ronkayanja
@undpnigeria
@olumideidowu
@climatewed
@cop27p
@adamrogers2030
@un
@unfccc
@worldbank

Top Mentioned in G9:
@vanessa_vash

Top Mentioned in G10:
@williamsruto
@sydchisi
@nangozimbabwe
@angietouch
@prosperbmatondi
@perla_kapuya
@methi_zimbabwe
@swedeninzw
@oxfaminsaf
@unicefzimbabwe

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@filafresh
@tesco
@paoloigna1
@odio_nao
@robinsnewswire
@afropages
@rk70534
@falconhamada_90
@newsoneplace

Top Tweeters in G1:
@rk70534
@jude_mugabi
@wendycroy888
@sachin55476477
@adunlea
@net2ayurveda
@inpoco
@sandssims
@morpheusbeing
@fiona_fionnagal

Top Tweeters in G2:
@filafresh
@sahelhkj
@chrisbrey1
@shorouk_news
@ansisegle
@malliardreport
@s_total_s2
@marclandes40
@johangreg
@reuters

Top Tweeters in G3:
@kat4obama
@geoffrey_payne
@yarosisnancy
@wadakashiho
@scheerenberger
@rjstrikers
@codewithtwitchi
@kinshasaweb
@zeeshan_shah_dc
@sallyagale

Top Tweeters in G4:
@independent
@iflck
@kimpy123
@citizentvkenya
@ajgma
@anselmonadir
@ntvkenya
@masterprogram1
@protectingterra
@michaelpurvis64

Top Tweeters in G5:
@paoloigna1
@robinsnewswire
@afropages
@newsoneplace
@lado_mx
@elbaladofficial
@politicalhedge
@jcsura
@elwatannews
@youm7

Top Tweeters in G6:
@terajits
@ewestaway
@sd_ag_labs
@ntemid
@nitizen_zen
@junub_bot
@anaughtyangel
@rahmk12
@mohammed222022
@ugaman01

Top Tweeters in G7:
@john1966olsen
@chuddles11
@willseattle
@markplackett1
@rbjron
@eldokshe
@netcitizen
@henleysecnethia
@valerimelnyczuk
@cleanairmoms

Top Tweeters in G8:
@thehill
@education_24x7
@nomoreslaves
@ht4ecosocialism
@drumeshprabhu
@kate_eviva
@vikkik88
@caribintelligen
@hsc_aliabdi
@4e93c4b107fea2

Top Tweeters in G9:
@_redfrog
@benedictine555
@_pureivory
@neric16
@bubee_o
@pennytindall
@ibuodimma1
@cptleto
@mareiw1ngz
@19dolphin39

Top Tweeters in G10:
@ginniasa
@tyberzannxxxx
@cunningham_cch
@sukepoppo
@annie5133
@sussrbr
@vargoe21
@rene_horton
@vjmahon
@zoranhorus


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