The graph represents a network of 2,974 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 04:59 UTC.
The tweets in the network were tweeted over the 911-day, 21-hour, 12-minute period from Friday, 21 August 2020 at 03:47 UTC to Sunday, 19 February 2023 at 01:00 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 : 2974
Unique Edges : 2581
Edges With Duplicates : 11870
Total Edges : 14451
Number of Edge Types : 9
Retweet : 3983
MentionsInRetweet : 5921
Quote : 337
Replies to : 399
MentionsInReplyTo : 2096
MentionsInQuote : 653
Mentions : 868
Tweet : 165
MentionsInQuoteReply : 29
Self-Loops : 272
Reciprocated Vertex Pair Ratio : 0.0179187900706888
Reciprocated Edge Ratio : 0.0352067183462532
Connected Components : 52
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 2875
Maximum Edges in a Connected Component : 14265
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.827103
Graph Density : 0.000700317653772995
Modularity : 0.288061
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,974 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 04:59 UTC.
The tweets in the network were tweeted over the 911-day, 21-hour, 12-minute period from Friday, 21 August 2020 at 03:47 UTC to Sunday, 19 February 2023 at 01:00 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:
[2061] soil,health [756] social,health [756] ecological,economic [756] economic,social [755] health,ecological [750] time,soil [750] getting,attention [750] first,time [750] health,first [750] health,getting Top Word Pairs in Tweet in G1:
[814] soil,health [396] land,degradation [395] degradation,surveillance [395] surveillance,framework [394] field,manual [353] framework,ldsf [352] health,assessments [351] manual,describes [351] working,land [351] describes,land Top Word Pairs in Tweet in G2:
[1056] soil,health [500] economic,social [500] health,first [500] health,getting [500] health,ecological [500] time,soil [500] social,health [500] getting,attention [500] ecological,economic [500] first,time Top Word Pairs in Tweet in G3:
[194] cifor,icraf [46] local,communities [41] silver,bullet [40] national,partners [40] working,national [39] tool,silver [39] forest,carbon [38] offsets,tool [38] carbon,offsets [33] #swmprogramme,working Top Word Pairs in Tweet in G4:
[192] cifor,icraf [180] soil,health [143] icraf,cpsavesoil [135] sadhgurujv,cifor [84] icraf,cifor [76] revival,measures [75] benefits,soil [75] receive,direct [75] soil,revival [74] direct,tangible Top Word Pairs in Tweet in G5:
[87] fournier,team [87] frederic,fournier [87] member,rdragov [87] rdragov,joining [87] joining,gracious [87] ceo,frederic [87] headed,cop26 [87] #openforestprotocol,headed [87] team,member [87] cop26,ceo Top Word Pairs in Tweet in G6:
[20] including,global [20] involvement,stakeholders [20] decision,making [20] seen,work [20] effective,involvement [20] work,levels [20] making,unredd [20] redd,seen [20] levels,including [20] stakeholders,redd Top Word Pairs in Tweet in G7:
[59] cifor_forets,environews_rdc [50] gloiremurhigisi,nick_kingynk [50] butondonzangi,gloiremurhigisi [50] faoforestry,butondonzangi [50] mpanda_jose,faoforestry [48] evebazaiba,engulu3 [47] denoel_sm,evebazaiba [47] nick_kingynk,bagula76 [46] engulu3,ndjokokarine [46] environews_rdc,mpanda_jose Top Word Pairs in Tweet in G8:
[16] security,través [16] same,tenure [16] communities,land [16] many,indigenous [16] titles,aren [16] phd,candidate [16] land,titles [16] tenure,security [16] aren,same [16] indigenous,communities Top Word Pairs in Tweet in G9:
[8] cifor,icraf [6] research,cifor [6] theme,leader [6] center,international [5] international,forestry [5] forestry,research [4] cifor,protected [3] chains,investments [3] genetic,resources [3] sustainable,value Top Word Pairs in Tweet in G10:
[6] cifor,faoforestry [5] forestry__kenya,faokenya [5] iucn_forests,undpkenya [5] faoforestry,iucn_forests [5] wwf_kenya,nature_africa [5] environment_ke,hontuya [5] daystaruni,cifor [5] hontuya,forestry__kenya [5] faokenya,daystaruni [5] undpkenya,wwf_kenya 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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 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: