The graph represents a network of 7,652 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 October 2021 at 00:26 UTC.
The requested start date was Thursday, 07 October 2021 at 00:01 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 2-day, 4-hour, 59-minute period from Monday, 04 October 2021 at 03:14 UTC to Wednesday, 06 October 2021 at 08:14 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
Vertices : 7652
Unique Edges : 5833
Edges With Duplicates : 12387
Total Edges : 18220
Number of Edge Types : 5
Mentions : 3183
Retweet : 5201
MentionsInRetweet : 7613
Tweet : 1958
Replies to : 265
Self-Loops : 2060
Reciprocated Vertex Pair Ratio : 0.0196159833938765
Reciprocated Edge Ratio : 0.0384771986970684
Connected Components : 1125
Single-Vertex Connected Components : 473
Maximum Vertices in a Connected Component : 5006
Maximum Edges in a Connected Component : 14458
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.606816
Graph Density : 0.000167801249531731
Modularity : 0.506919
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,652 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 October 2021 at 00:26 UTC.
The requested start date was Thursday, 07 October 2021 at 00:01 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 2-day, 4-hour, 59-minute period from Monday, 04 October 2021 at 03:14 UTC to Wednesday, 06 October 2021 at 08:14 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 : #climatechange
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 URLs in Tweet in Entire Graph:
[3] https://apps.who.int/iris/discover?filtertype_0=dateIssued&filtertype_1=author&filter_relational_operator_1=equals&filter_relational_operator_0=equals&filter_1=World+Health+Organization&filter_0=%5B2020+TO+2021%5D&filtertype=author&filter_relational_operator=equals&filter=United+Nations+Framework+Convention+on+Climate+Change [3] https://act.greenpeace.org/page/81519/petition/1?locale=en-US&utm_campaign=forests&campaign_project=trees&utm_source=t.co&utm_medium=post&utm_term=sign&utm_content=link&content_specific=trees.oldgrowth.twitter&ea.tracking.id=en_forests_trees_t.co_post_20210429_sign_link_trees.oldgrowth.twitter [3] https://www.learningfornature.org/en/nature-for-life-hub-2021/ [1] https://www.nature.com/articles/doi:10.1038/s41561-021-00826-w.epdf?sharing_token=C8Mvg2ay7Dpm9Wbvh3LjadRgN0jAjWel9jnR3ZoTv0M6stf3xt132R4hvgo3m7McJea9llSe7xa2XaflZhgkXoHPNouIlpdS8eXXeJKVBhDK3_SDXqGdcxCXWDT_N70sSitM_Yqx_ovVpHoXO_94TX1vLND_CLwSksDnpqO0XlA%3D [1] https://www.eventbrite.com.au/e/hacking-for-humanity-pre-hack-8-oct-hackathon-16-17-oct-tickets-170119316455?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=cp&aff=escb&utm_campaign=PostBeyond&utm_source=Twitter&utm_medium=Social&utm_term=%23374185 [1] https://m-timesofindia-com.cdn.ampproject.org/v/s/m.timesofindia.com/city/kolkata/veggie-prices-shoot-up-before-durga-puja/amp_articleshow/86737402.cms?amp_js_v=a6&_gsa=1&usqp=mq331AQKKAFQArABIIACAw%3D%3D#aoh=16334077396874&referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s [1] https://m.tiktok.com/v/7015428081837935877.html?_d=secCgYIASAHKAESPgo8i22E5ZQgVVUr3jANFS4qu9WjPrUSviSm%2B%2BIIYZUOw8tQu5A2YYQEKa4NzTeKa9PkUvUqn91DMUqY%2BuZCGgA%3D&checksum=73c4306e0b1ac5ad91fc9a3fae635ecf0d0ca2bfa81f727b465e73d78166347d&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAqd3Ghx0I3lEMfLj8Uo3mAMYZjuHW0ftZ3ALwVFz7U0gyAFkwU2enNPVYuXL_EVEZ&share_app_id=1233&share_item_id=7015428081837935877&share_link_id=247AF0B4-3514-4767-B29C-7DC8170F29BF&source=h5_m×tamp=1633407408&tt_from=copy&u_code=dbflmakifgkcf6&user_id=6808736156361327622&utm_campaign=client_share&utm_medium=ios&utm_source=copy [1] https://www.thetimes.co.uk/article/climate-change-experts-call-end-luxury-lifestyles-paris-agreement-target-3qc2dlh8z?utm_campaign=Carbon%20Brief%20Daily%20Briefing&utm_content=20211005&utm_medium=email&utm_source=Revue%20Daily#:~:text=Skip%20to%20content-,Climate%20change%20experts%20call%20for%20end%20to%20luxury%20lifestyles%20of,meet%20the%20Paris%20Agreement%20target&text=Luxury%20yachts,%20private%20jets%20and,change%20targets,%20a%20report%20says. [1] https://www.h2-view.com/story/the-policy-pillar-canada-scaling-clean-hydrogen-for-more-than-just-fuel-cells/?utm_medium=email&utm_campaign=Weekly%20H2View%20Weekly%20Digest&utm_content=Weekly%20H2View%20Weekly%20Digest+CID_dfdaaf0dfa7acefee3e881f11bfb9450&utm_source=Campaign%20Monitor&utm_term=The%20Policy%20Pillar%20%20Canada%20Scaling%20clean%20hydrogen%20for%20more%20than%20just%20fuel%20cells [1] https://www.bbc.co.uk/news/entertainment-arts-58787284?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=58787284%26The%20sculpture%20created%20from%201765%20Antarctic%20air%262021-10-05T00%3A06%3A49.584Z&ns_fee=0&pinned_post_locator=urn:bbc:cps:curie:asset:a7633594-a70f-46a3-92bd-9fde4a89d99a&pinned_post_asset_id=58787284&pinned_post_type=share Top URLs in Tweet in G1:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41558-021-01151-1%3Futm_source%3Dnclimate_etoc%26utm_medium%3Demail%26utm_campaign%3Dtoc_41558_11_10%26utm_content%3D20211004%26sap-outbound-id%3D00EF644067CA82E102714862E721E9EB834DA0B4 [1] https://bit.ly/3uh0Mwp Top URLs in Tweet in G2:
[3] https://www.learningfornature.org/en/nature-for-life-hub-2021/ [3] https://apps.who.int/iris/discover?filtertype_0=dateIssued&filtertype_1=author&filter_relational_operator_1=equals&filter_relational_operator_0=equals&filter_1=World+Health+Organization&filter_0=%5B2020+TO+2021%5D&filtertype=author&filter_relational_operator=equals&filter=United+Nations+Framework+Convention+on+Climate+Change [1] https://m-timesofindia-com.cdn.ampproject.org/v/s/m.timesofindia.com/city/kolkata/veggie-prices-shoot-up-before-durga-puja/amp_articleshow/86737402.cms?amp_js_v=a6&_gsa=1&usqp=mq331AQKKAFQArABIIACAw%3D%3D#aoh=16334077396874&referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s [1] https://energy.economictimes.indiatimes.com/news/power/1-5c-is-the-climate-goal-but-how-do-we-get-there/86744052 [1] https://m.tiktok.com/v/7015428081837935877.html?_d=secCgYIASAHKAESPgo8i22E5ZQgVVUr3jANFS4qu9WjPrUSviSm%2B%2BIIYZUOw8tQu5A2YYQEKa4NzTeKa9PkUvUqn91DMUqY%2BuZCGgA%3D&checksum=73c4306e0b1ac5ad91fc9a3fae635ecf0d0ca2bfa81f727b465e73d78166347d&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAqd3Ghx0I3lEMfLj8Uo3mAMYZjuHW0ftZ3ALwVFz7U0gyAFkwU2enNPVYuXL_EVEZ&share_app_id=1233&share_item_id=7015428081837935877&share_link_id=247AF0B4-3514-4767-B29C-7DC8170F29BF&source=h5_m×tamp=1633407408&tt_from=copy&u_code=dbflmakifgkcf6&user_id=6808736156361327622&utm_campaign=client_share&utm_medium=ios&utm_source=copy [1] https://www.powder.com/stories/climate-change/face-climate-change-park-city-become-leader-enough/ Top URLs in Tweet in G3:
[1] https://www.bbc.co.uk/news/entertainment-arts-58787284?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=58787284%26The%20sculpture%20created%20from%201765%20Antarctic%20air%262021-10-05T00%3A06%3A49.584Z&ns_fee=0&pinned_post_locator=urn:bbc:cps:curie:asset:a7633594-a70f-46a3-92bd-9fde4a89d99a&pinned_post_asset_id=58787284&pinned_post_type=share [1] https://www.thetimes.co.uk/article/climate-change-experts-call-end-luxury-lifestyles-paris-agreement-target-3qc2dlh8z?utm_campaign=Carbon%20Brief%20Daily%20Briefing&utm_content=20211005&utm_medium=email&utm_source=Revue%20Daily#:~:text=Skip%20to%20content-,Climate%20change%20experts%20call%20for%20end%20to%20luxury%20lifestyles%20of,meet%20the%20Paris%20Agreement%20target&text=Luxury%20yachts,%20private%20jets%20and,change%20targets,%20a%20report%20says. Top URLs in Tweet in G4:
[1] https://doi.org/10.1016/j.scitotenv.2021.150392 [1] https://www.mcgill.ca/law/channels/event/rising-tide-climate-litigation-strategy-and-politics-332828?utm_source=hootsuite&utm_medium=twitter&utm_term=lawmcgill&utm_content=&utm_campaign= Top URLs in Tweet in G5:
[1] https://www.businessinsider.com/what-to-expect-at-cop26-where-leaders-discuss-climate-crisis-2021-9 Top URLs in Tweet in G6:
[1] https://www.facebook.com/event_invite/DgItsi91/ Top Domains
Top Word Pairs in Tweet in Entire Graph:
[528] climate,change [183] one,million [143] #climatecrisis,#climateemergency [131] global,warming [116] grey,cross [115] cross,studios [112] #climatecrisis,#climatechange [103] #globalwarming,#climatechange [102] #climatechange,#climatecrisis [100] #climatechange,#climateaction Top Word Pairs in Tweet in G1:
[79] climate,change [42] #climatecrisis,#climateemergency [34] #climateaction,#climatecrisis [29] #standforplanet,#climateaction [29] #climateemergency,#climatestrike [29] #climatestrike,#climatestrikeonline [26] #climatechange,#globalwarming [24] #climatereport,#climatechange [23] #climatestrikeonline,#climatereport [23] #globalwarming,#petrolcrisis Top Word Pairs in Tweet in G2:
[116] grey,cross [115] cross,studios [83] studios,#art [76] climate,change [59] #climatechangeaction,#dystopia [50] #surrealism,#surrealart [40] colorado,wildfires [37] #climatechange,#climateaction [36] #climatechange,#environment [36] #art,#artist Top Word Pairs in Tweet in G3:
[68] climate,change [17] #globalwarming,#climatechange [17] #climatecrisis,#climatechange [12] #climatechange,#globalwarming [12] #climatechange,#climatechangeisreal [11] #climatechangeisreal,#sciencematters [11] #sciencematters,#environment [11] #environment,#climate [11] #climate,nclimatereality [9] #climatechange,#climateaction Top Word Pairs in Tweet in G4:
[24] #climatechange,#mentalhealth [17] concerned,#climatechange's [17] africa's,future [17] join,albertzeufack [16] dr,cybele [16] cybele,dey [16] dey,child [16] child,adolescent [15] #climatechange's,impact [15] impact,africa's Top Word Pairs in Tweet in G5:
[39] allanmargolin,#climatechange [25] #climatechange,killing [25] killing,oceans [25] oceans,davidhorsey [23] report,warns [23] warns,global [23] global,water [23] water,crisis [23] crisis,amid [23] amid,#climatechange Top Word Pairs in Tweet in G6:
[35] #climatechange,threatens [27] water,related [27] related,hazards [20] ahead,#cop26 [19] floods,drought [18] wmo,#climatechange [17] threatens,plays [17] plays,water [17] water,extreme [17] extreme,rainfall Top Word Pairs in Tweet in G7:
[48] rural,communities [48] communities,farmers [47] really,hope [47] hope,policy [47] policy,makers [47] makers,claim [47] claim,represent [47] represent,rural [47] farmers,actually [47] actually,consider Top Word Pairs in Tweet in G8:
[37] #unga76,debates [37] debates,show [37] show,#climatechange [37] #climatechange,world's [37] world's,main [37] main,concern [37] concern,face [37] face,threat [37] threat,existence [37] existence,human Top Word Pairs in Tweet in G9:
[11] vatican,united [11] united,nations [11] nations,buckingham [11] buckingham,palace [11] palace,everyone [11] everyone,talking [10] climate,change [9] indiatoday,vatican [8] sure,#climatechange [8] #climatechange,biggest Top Word Pairs in Tweet in G10:
[39] history,matters [39] matters,#climatechange [38] shamikaravi,history [31] extreme,storms [31] storms,2021 [31] 2021,year [31] year,#climatechange [31] #climatechange,really [31] really,hit [31] hit,home Top Replied-To in Entire Graph:
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