The graph represents a network of 17,505 Twitter users whose recent tweets contained "Ponzi", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 19 April 2021 at 23:00 UTC.
The tweets in the network were tweeted over the 1-day, 21-hour, 56-minute period from Sunday, 18 April 2021 at 00:29 UTC to Monday, 19 April 2021 at 22:26 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 : 17505
Unique Edges : 22170
Edges With Duplicates : 4126
Total Edges : 26296
Number of Edge Types : 5
Retweet : 11384
Replies to : 6592
Tweet : 2036
Mentions : 3091
MentionsInRetweet : 3193
Self-Loops : 2126
Reciprocated Vertex Pair Ratio : 0.00830373206624533
Reciprocated Edge Ratio : 0.0164706958869012
Connected Components : 2403
Single-Vertex Connected Components : 1093
Maximum Vertices in a Connected Component : 11168
Maximum Edges in a Connected Component : 18723
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.404698
Graph Density : 7.13331056626809E-05
Modularity : 0.694144
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 17,505 Twitter users whose recent tweets contained "Ponzi", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 19 April 2021 at 23:00 UTC.
The tweets in the network were tweeted over the 1-day, 21-hour, 56-minute period from Sunday, 18 April 2021 at 00:29 UTC to Monday, 19 April 2021 at 22:26 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 : TwitterSearch
Graph Term : Ponzi
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:
[12516] ponzi,scheme [4626] greatest,ponzi [3926] marxism,greatest [3766] ponzi,schemes [2618] scheme,devised [2268] marxism,ponzi [1837] boebert,marxism [1449] inherently,capitalist [1443] schemes,inherently [1396] things,ponzi Top Word Pairs in Tweet in G1:
[3024] ponzi,scheme [1240] greatest,ponzi [1169] scheme,devised [1131] marxism,greatest [676] ponzi,schemes [545] promises,success [545] success,everyone [544] scheme,promises [544] everyone,involved [543] everyone,defrauds Top Word Pairs in Tweet in G2:
[2041] ponzi,scheme [1100] marxism,ponzi [787] ponzi,schemes [660] lauren,boebert [611] greatest,ponzi [524] marxism,greatest [480] boebert,marxism [435] understands,marxism [434] cool,industrial [434] industrial,strength Top Word Pairs in Tweet in G3:
[1436] ponzi,scheme [1296] ponzi,schemes [1268] greatest,ponzi [1261] marxism,greatest [1231] boebert,marxism [1214] schemes,inherently [1214] inherently,capitalist [1211] avindman,know [1211] things,ponzi [1210] scheme,avindman Top Word Pairs in Tweet in G4:
[595] ponzi,scheme [188] ponzi,schemes [105] marxism,ponzi [67] bernie,madoff [37] lauren,boebert [34] greatest,ponzi [33] know,ponzi [29] home,fixed [29] fixed,match [29] match,prediction Top Word Pairs in Tweet in G5:
[1114] ponzi,scheme [1042] greatest,ponzi [1033] scheme,devised [892] marxism,greatest [884] saying,marxism [884] devised,defending [884] defending,system [884] system,design [884] design,funnels [884] funnels,billions Top Word Pairs in Tweet in G6:
[666] ponzi,scheme [166] mollyjongfast,laurenboebert [125] ponzi,schemes [104] working,poor [98] laurenboebert,ponzi [95] knows,ponzi [87] marxism,ponzi [78] mollyjongfast,ponzi [59] chances,knows [53] idea,marxist Top Word Pairs in Tweet in G7:
[113] ponzi,scheme [47] ponzi,schemes [35] goes,down [34] digital,gold [33] shocked,shocked [33] shocked,see [33] see,withdrawals [33] withdrawals,working [33] working,multiple [33] multiple,exchanges Top Word Pairs in Tweet in G8:
[330] ponzi,scheme [325] another,ponzi [324] manmohan,singh [324] singh,another [324] scheme,sold [324] sold,lifetime [324] lifetime,investment [324] investment,power [324] power,narrative [324] narrative,wrong Top Word Pairs in Tweet in G9:
[118] ponzi,scheme [67] #dogecoin,ponzi [63] fiat,ponzi [61] hearing,rumours [61] rumours,#dogecoin [61] scheme,address [61] address,friends [61] friends,friends [61] friends,parents [61] parents,coworkers Top Word Pairs in Tweet in G10:
[244] ponzi,scheme [203] marxism,ponzi [179] define,marxism [178] scheme,take [178] take,many [178] many,tweets [178] tweets,need [31] ponzi,schemes [31] greatest,ponzi [19] scheme,devised 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 G8:
Top Replied-To in G9:
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 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: