The graph represents a network of 5,420 Twitter users whose recent tweets contained "#OpenSource", 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 Thursday, 20 January 2022 at 03:31 UTC.
The tweets in the network were tweeted over the 1-day, 23-hour, 40-minute period from Tuesday, 18 January 2022 at 03:39 UTC to Thursday, 20 January 2022 at 03:20 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 : 5420
Unique Edges : 12663
Edges With Duplicates : 16733
Total Edges : 29396
Number of Edge Types : 5
MentionsInRetweet : 8870
Mentions : 1954
Replies to : 1095
Retweet : 15387
Tweet : 2090
Self-Loops : 2278
Reciprocated Vertex Pair Ratio : 0.0122864651773982
Reciprocated Edge Ratio : 0.0242746803401051
Connected Components : 52
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 5331
Maximum Edges in a Connected Component : 29315
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.018958
Graph Density : 0.000524565404354911
Modularity : 0.349729
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,420 Twitter users whose recent tweets contained "#OpenSource", 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 Thursday, 20 January 2022 at 03:31 UTC.
The tweets in the network were tweeted over the 1-day, 23-hour, 40-minute period from Tuesday, 18 January 2022 at 03:39 UTC to Thursday, 20 January 2022 at 03:20 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 : #OpenSource
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:
[1587] open,source [1401] #opensource,#ai [1138] #infosec,#cybersecurity [1122] #opensource,#python [1028] #developers,#bugbounty [1022] #coding,#opensource [1019] #security,#infosec [998] #infosec,#opensource [991] #programming,#coding [982] #python,#javascript Top Word Pairs in Tweet in G1:
[445] open,source [172] #coding,#opensource [131] #opensource,#python [127] #infosec,#cybersecurity [118] #linux,#opensource [114] #opensource,#ai [110] #pentest,#pentesting [109] #hacking,#hackers [106] #cybersecurity,#redteam [106] #redteam,#pentest Top Word Pairs in Tweet in G2:
[1184] #opensource,#ai [893] #opensource,#python [854] #developers,#bugbounty [850] #security,#infosec [818] #programming,#coding [817] #infosec,#opensource [811] #python,#javascript [778] #cybersecurity,#security [774] #neuralnetworks,#opensource [763] #gamedev,#bigdata Top Word Pairs in Tweet in G3:
[152] open,source [114] #linux,#opensource [101] #opensource,#freesoftware [85] onlyoffice,#opensource [72] #opensource,office [71] version,onlyoffice [71] office,suite [71] suite,windows [71] windows,macos [71] macos,linux Top Word Pairs in Tweet in G4:
[352] open,source [89] #coding,#opensource [80] #infosec,#cybersecurity [73] #opensource,#python [67] #cybersecurity,#redteam [67] #redteam,#pentest [67] #pentest,#pentesting [67] #pentesting,#hacking [67] #hacking,#hackers [67] #hackers,#coding Top Word Pairs in Tweet in G5:
[58] open,source [35] neuvector,codebase [35] end,end [30] end,#opensource [29] codebase,available [29] first,end [27] #opensource,community [27] learn,more [26] industry,first [23] #programming,#coding Top Word Pairs in Tweet in G6:
[391] #infosec,#cybersecurity [391] #cybersecurity,#redteam [391] #redteam,#pentest [391] #pentest,#pentesting [391] #pentesting,#hacking [391] #hacking,#hackers [391] #hackers,#coding [391] #coding,#opensource [70] hackingtool,one [70] one,hacking Top Word Pairs in Tweet in G7:
[97] #tipsyonline,#tipsyfans [82] #xep,xep [81] #opensource,#nodejs [64] lto,network [62] #tipsylabs,#tipsyonline [61] tipsylabs,#tipsyonline [61] #opensource,#metaverse [58] electraprotocol,#blockchain [55] #tipsyfans,#opensource [52] today,started Top Word Pairs in Tweet in G8:
[21] #opensource,#openscience [13] open,source [11] community,#openscience [9] openalex,launch [9] launch,brief [9] brief,news [9] news,mention [9] mention,nature [9] nature,thanks [9] thanks,nice Top Word Pairs in Tweet in G9:
[76] #coding,#opensource [71] calculations,geeks [71] geeks,looking [71] tummy,fully [71] fully,thanks [71] thanks,hooman [71] hooman,taking [71] taking,care [71] care,#selfwateringplant [71] #selfwateringplant,#arduino Top Word Pairs in Tweet in G10:
[39] #opensource,#webdevelopment [31] #joomla,#opensource [29] #webdevelopment,#cms [27] joomla,10 [25] 10,available [25] available,bug [25] bug,fix [25] fix,releases [25] releases,10 [25] 10,series 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 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: