The graph represents a network of 3,007 Twitter users whose recent tweets contained "cifor", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 05:00 UTC.
The tweets in the network were tweeted over the 1076-day, 22-hour, 45-minute period from Monday, 03 February 2020 at 02:10 UTC to Sunday, 15 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 : 3007
Unique Edges : 2887
Edges With Duplicates : 12130
Total Edges : 15017
Number of Edge Types : 9
Retweet : 3695
MentionsInRetweet : 5743
Quote : 211
MentionsInQuote : 899
Mentions : 2167
Replies to : 310
MentionsInReplyTo : 1493
MentionsInQuoteReply : 59
Tweet : 440
Self-Loops : 618
Reciprocated Vertex Pair Ratio : 0.0273233866618731
Reciprocated Edge Ratio : 0.0531933508311461
Connected Components : 85
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 2851
Maximum Edges in a Connected Component : 14714
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.170272
Graph Density : 0.000632257267971539
Modularity : 0.280048
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,007 Twitter users whose recent tweets contained "cifor", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 05:00 UTC.
The tweets in the network were tweeted over the 1076-day, 22-hour, 45-minute period from Monday, 03 February 2020 at 02:10 UTC to Sunday, 15 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 : cifor
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:
[1163] cifor,icraf [414] icraf,#yearinreview [370] cifor,cifor [209] learn,more [155] trees,forests [143] icraf,cifor [121] landscape,restoration [116] agroforestry,primer [105] food,systems [103] icraf,works Top Word Pairs in Tweet in G1:
[648] cifor,icraf [256] icraf,#yearinreview [176] cifor,cifor [122] learn,more [105] trees,forests [96] landscape,restoration [89] icraf,cifor [80] icraf,works [79] based,solutions [79] nature,based Top Word Pairs in Tweet in G2:
[301] cifor,icraf [139] cifor,cifor [117] icraf,#yearinreview [57] wild,meat [54] side,event [50] global,biodiversity [49] 2020,global [43] learn,more [42] meat,2020 [41] biodiversity,framework Top Word Pairs in Tweet in G3:
[104] cifor,icraf [57] make,happen [54] #consciousplanet,sadhgurujv [54] sadhgurujv,cpsavesoil [53] fao,unfccc [52] #cop27,#consciousplanet [51] unccd,fao [50] unfccc,unep [50] cpsavesoil,unccd [48] pmoindia,cifor Top Word Pairs in Tweet in G4:
[53] cifor,icraf [38] cifor_bosques,#publicación [33] cifor_bosques,#destacados2022 [25] monitoreo,colaborativo [22] altoandinos,términos [22] ecosistemas,altoandinos [22] hídricos,aún [22] términos,hídricos [22] aún,escaso [22] aporte,ecosistemas Top Word Pairs in Tweet in G5:
[8] land,use [7] ecosystem,services [7] thaimculture,mots_thailand [7] check,latest [7] cifor,forestpeoplesp [7] use,preference [7] chittagong,hill [7] bangladesh,check [7] tracts,bangladesh [7] hill,tracts Top Word Pairs in Tweet in G6:
[16] vietnam,treatment [16] mangdenensis,newly [16] newly,discovered [16] discovered,oak [16] oak,species [16] species,vietnam [16] quercus,mangdenensis [16] #newyear,quercus [16] #newspecies,#newyear [15] plazi_species,#newspecies Top Word Pairs in Tweet in G7:
[65] book,entitled [65] agroforestry,primer [65] open,access [65] design,management [65] interested,#agroforestry [65] #agroforestry,check [65] check,open [65] access,book [65] primer,design [65] entitled,agroforestry Top Word Pairs in Tweet in G8:
[2] together,cifor [2] greenpeaceafric,bbcafrica [2] awf_official,saisafrica [2] future,protected [2] congo,basin [2] #unep,antonioguterres [2] _africanunion,africagreenmedi [2] africagreenmedi,tc_africa [2] climatesunday,cifor [2] today,together Top Word Pairs in Tweet in G9:
[65] fournier,team [65] frederic,fournier [65] member,rdragov [65] rdragov,joining [65] joining,gracious [65] ceo,frederic [65] headed,cop26 [65] #openforestprotocol,headed [65] team,member [65] cop26,ceo Top Word Pairs in Tweet in G10:
[11] ps,mr [11] kimotho,government [11] environment_ke,ps [11] prioritizing,actions [11] actions,centered [11] centered,restoring [11] mr,ephantus [11] ephantus,kimotho [11] government,prioritizing [10] restoring,defore Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: