The graph represents a network of 3,746 Twitter users whose recent tweets contained "Worldbank (environment OR climate OR warming OR ecological OR planet OR global)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 18:34 UTC.
The tweets in the network were tweeted over the 2933-day, 21-hour, 25-minute period from Sunday, 28 December 2014 at 03:30 UTC to Monday, 09 January 2023 at 00:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3746
Unique Edges : 2949
Edges With Duplicates : 13738
Total Edges : 16687
Number of Edge Types : 9
Retweet : 3823
MentionsInRetweet : 6538
Mentions : 1183
MentionsInReplyTo : 3781
Replies to : 427
Tweet : 504
MentionsInQuoteReply : 121
Quote : 78
MentionsInQuote : 232
Self-Loops : 915
Reciprocated Vertex Pair Ratio : 0.0126772310258549
Reciprocated Edge Ratio : 0.025037061439631
Connected Components : 189
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 3250
Maximum Edges in a Connected Component : 15818
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.113683
Graph Density : 0.000432753548600483
Modularity : 0.293837
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,746 Twitter users whose recent tweets contained "Worldbank (environment OR climate OR warming OR ecological OR planet OR global)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 18:34 UTC.
The tweets in the network were tweeted over the 2933-day, 21-hour, 25-minute period from Sunday, 28 December 2014 at 03:30 UTC to Monday, 09 January 2023 at 00:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Worldbank (environment OR climate OR warming OR ecological OR planet OR global)
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[600] climate,change [359] global,food [318] climate,action [299] worldbank,group [274] trade,policies [261] world,bank [256] climate,development [255] address,climate [230] help,countries [228] development,needs Top Word Pairs in Tweet in G1:
[203] global,food [174] trade,policies [141] covid,19 [131] climate,change [129] climate,action [120] extreme,poverty [118] worldbank,group [117] climate,development [117] address,climate [117] million,people Top Word Pairs in Tweet in G2:
[167] climate,change [92] wbg_climate,climate [90] climate,action [84] largest,year [84] concentration,atmosphere [84] jump,both [84] methane,concentration [84] both,2020 [84] 2020,2021 [84] 2021,systematic Top Word Pairs in Tweet in G3:
[120] cop26,andersen_inger [120] un_sdg,azziadnasenya [120] azziadnasenya,cop26 [120] cop27p,wael_aboulmagd [120] pigreen1,cop27p [120] brian_j_keane,madube_ [120] wael_aboulmagd,emma999too [120] emma999too,un_sdg [120] andersen_inger,brian_j_keane [113] sdg13un,pigreen1 Top Word Pairs in Tweet in G4:
[105] climate,change [89] worldbank,latest [84] global,food [72] worldbank,group [70] climate,development [66] help,countries [66] address,climate [66] development,needs [65] support,help [65] countries,address Top Word Pairs in Tweet in G5:
[37] worldbankindia,india [30] outdoor,pm2 [30] pm2,#airpollution [25] low,middle [25] climate,change [24] world,bank [23] pollution,affects [23] deaths,occurring [23] affects,poor [23] related,deaths Top Word Pairs in Tweet in G6:
[27] climate,change [24] global,food [14] govuganda,mglsd_ug [14] nssfug,igguganda [14] worldbank,group [14] igguganda,owere_usher [14] molguganda,govuganda [14] mglsd_ug,kagutamuseveni [14] wmungadi1,nssfug [14] owere_usher,molguganda Top Word Pairs in Tweet in G7:
[11] fair_pakistan,people [9] fair_pakistan,pakistan [7] people,living [7] problem,suffer [7] living,poverty [7] climate,disruption [7] people,pakistan [7] poverty,contribute [7] impacts,climate [7] contribute,problem Top Word Pairs in Tweet in G8:
[24] world,bank [19] climate,change [8] economy,grow [8] global,crises [7] lending,capacity [7] expand,lending [6] despite,global [6] global,economic [6] address,climate [6] vastly,expand Top Word Pairs in Tweet in G9:
[29] climate,change [17] fresh,chapter [17] fact,climate [17] year,fresh [17] away,grim [17] grim,fact [17] call,year [17] chapter,seven [17] years,away [17] seven,years Top Word Pairs in Tweet in G10:
[49] 10,18 [49] canada's,arctic [49] today,montreal [49] 18,warmer [49] montreal,gazette [49] arctic,10 [49] warming,make [49] 32,years [49] ago,today [49] reports,global Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: