The graph represents a network of 15,152 Twitter users whose recent tweets contained "sustainable development", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/29/2024 12:00:00 AM and 2/5/2024 10:53:36 AM. The network was obtained from Twitter on Monday, 05 February 2024 at 22:43 UTC.
The tweets in the network were tweeted over the 2020-day, 20-hour, 18-minute period from Wednesday, 25 July 2018 at 22:31 UTC to Monday, 05 February 2024 at 18:49 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 : 15152
Unique Edges : 17942
Edges With Duplicates : 3520
Total Edges : 21462
Number of Edge Types : 9
Retweet : 11234
Replies to : 1428
Tweet : 2383
Mentions : 1936
MentionsInRetweet : 3072
MentionsInQuoteReply : 19
MentionsInReplyTo : 911
Quote : 313
MentionsInQuote : 166
Self-Loops : 3615
Reciprocated Vertex Pair Ratio : 0.0179402400195934
Reciprocated Edge Ratio : 0.0352481203007519
Connected Components : 2535
Single-Vertex Connected Components : 1347
Maximum Vertices in a Connected Component : 7989
Maximum Edges in a Connected Component : 12594
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.226919
Graph Density : 7.24186449160813E-05
Modularity : 0.785423
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 15,152 Twitter users whose recent tweets contained "sustainable development", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/29/2024 12:00:00 AM and 2/5/2024 10:53:36 AM. The network was obtained from Twitter on Monday, 05 February 2024 at 22:43 UTC.
The tweets in the network were tweeted over the 2020-day, 20-hour, 18-minute period from Wednesday, 25 July 2018 at 22:31 UTC to Monday, 05 February 2024 at 18:49 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 : TwitterSearch3
Graph Term : sustainable development
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[8249] sustainable,development [1815] development,goals [1555] departmental,directorate [1551] entrances,departmental [1550] welded,entrances [1549] clermont,ferrand [1549] city,clermont [1548] farmer's,today [1548] today,city [1546] france,welded Top Word Pairs in Tweet in G1:
[1420] departmental,directorate [1419] entrances,departmental [1419] farmer's,today [1419] clermont,ferrand [1419] ferrand,france [1419] welded,entrances [1419] today,city [1419] city,clermont [1419] france,welded [1418] 1garethwynjones,farmer's Top Word Pairs in Tweet in G2:
[1252] sustainable,development [259] development,goals [54] goals,sdgs [45] towards,sustainable [39] united,nations [39] climate,change [35] ट,न [35] भ,ट [28] क,स [28] commitment,sustainable Top Word Pairs in Tweet in G3:
[584] sustainable,development [144] development,goals [90] sides,same [88] sustaining,peace [88] three,sides [88] humanitarian,response [88] same,triangle [87] peace,three [87] response,sustainable [87] development,sustaining Top Word Pairs in Tweet in G4:
[835] sustainable,development [812] 2030,agenda [812] annual,davos [812] agenda,sustainable [812] wef's,annual [811] development,speaking [811] speaking,wef's [811] need,fully [811] fully,implement [811] implement,2030 Top Word Pairs in Tweet in G5:
[383] sustainable,development [376] development,goals [367] over,sustainable [233] ouderwets,dreef [233] goals,vn [233] prachtig,betoog [233] thierry,#baudet [233] betoog,over [233] sdg's,waarmee [233] #baudet,ouderwets Top Word Pairs in Tweet in G6:
[448] national,heroes [230] heroes,day [220] heroes,time [220] honour,national [218] happy,national [217] day,honour [217] wishes,rwandans [217] inkotanyi,wishes [217] rpf,inkotanyi [217] rwandans,happy Top Word Pairs in Tweet in G7:
[148] sustainable,development [97] development,goals [96] idea,factory [96] sdg,idea [80] pierre,poilievre [77] start,ups [76] citykitchener,sdg [76] spent,time [76] factory,thank [76] thank,start Top Word Pairs in Tweet in G8:
[283] sustainable,development [58] leadership,africa [58] month,leaders [58] strategic,leadership [58] let's,foster [58] embrace,strategic [58] leaders,let's [58] innovation,inclusivity [58] foster,innovation [58] africa,month Top Word Pairs in Tweet in G9:
[285] sustainable,development [250] agenda,2030 [250] 2030,sustainable [244] united,nations [243] agency,united [243] goals,part [243] part,agenda [243] many,goals [243] nations,many [242] klveritas,agency Top Word Pairs in Tweet in G10:
[188] arrive,scan [188] gc,strategies [115] china,interference [114] interference,cbc [114] ev,battery [114] cbc,bonus [114] sustainable,development [114] contracts,china [114] mckinsey,atkins [114] medicago,mckinsey Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: