The graph represents a network of 2,987 Twitter users whose recent tweets contained "civictech", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 16:18 UTC.
The tweets in the network were tweeted over the 1918-day, 9-hour, 13-minute period from Wednesday, 11 October 2017 at 13:09 UTC to Wednesday, 11 January 2023 at 22:22 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 : 2987
Unique Edges : 2855
Edges With Duplicates : 8332
Total Edges : 11187
Number of Edge Types : 9
Retweet : 2544
MentionsInRetweet : 3957
Tweet : 1283
MentionsInQuote : 361
Quote : 327
Mentions : 1642
Replies to : 407
MentionsInReplyTo : 655
MentionsInQuoteReply : 11
Self-Loops : 1961
Reciprocated Vertex Pair Ratio : 0.0900270758122744
Reciprocated Edge Ratio : 0.165183191885738
Connected Components : 222
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 2294
Maximum Edges in a Connected Component : 9649
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.362602
Graph Density : 0.000541641598971744
Modularity : 0.376873
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,987 Twitter users whose recent tweets contained "civictech", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 16:18 UTC.
The tweets in the network were tweeted over the 1918-day, 9-hour, 13-minute period from Wednesday, 11 October 2017 at 13:09 UTC to Wednesday, 11 January 2023 at 22:22 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 : civictech
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:
[443] civic,tech [194] #civictech,#policing [173] #govtech,#civictech [164] #civictech,#govtech [140] learn,more [132] #oss,#civictech [123] #dataviz,#civictech [123] last,100 [123] 100,bills [101] last,informations Top Word Pairs in Tweet in G1:
[282] civic,tech [93] coming,soon [88] soon,civic [83] tech,event [77] event,calendar [75] calendar,co [59] event,info [54] learn,more [42] entry,civic [42] tech,opportunities Top Word Pairs in Tweet in G2:
[117] #govtech,#civictech [79] #stateandlocal,#governmentit [79] #civictech,#stateandlocal [75] #governmentit,#localgov [67] #publicsector,#cio [66] #cio,#statelocalit [53] #enterprisesoftware,#publicsector [50] #localgov,#enterprisesoftware [33] #statelocalit,#permitting [26] learn,more Top Word Pairs in Tweet in G3:
[77] #citizenrecolte,#civictech [30] connexions,citoyennes [25] projets,#civictech [24] projet,#civictech [23] collectivités,territoriales [23] legs_africa,#citizenrecolte [22] participation,citoyenne [20] citizenrecolte,#citizenrecolte [19] #civictech,#loupeelectorale [19] fera,aujourd'hui Top Word Pairs in Tweet in G4:
[102] #civictech,#govtech [101] informations,political [101] last,informations [101] political,communication [101] check,last [101] communication,govtech [101] govtech,#civictech [100] #mayor,#cityhall [100] #govtech,#mayor [93] #cityhall,thanks Top Word Pairs in Tweet in G5:
[10] reference,point [9] neville_park,speaking [9] civictechto,hacknight [9] hacknight,#civictech [9] point,serpentineuk [8] civic,hacknight [8] serpentineuk,#civictech [7] #mastodonsocial,civictechto [7] speaking,#mastodonsocial [6] successful,hybrid Top Word Pairs in Tweet in G6:
[28] deliberative,democracy [27] landemore,#ai [27] democracy,masses [27] bring,deliberative [27] pdf,#demopart [27] #demopart,#delibdem [27] masses,pdf [27] #ai,bring [27] excellent,paper [27] paper,landemore Top Word Pairs in Tweet in G7:
[123] #dataviz,#civictech [123] last,100 [123] 100,bills [94] bills,#government [74] #government,#dataviz [30] down,last [30] breaking,down [29] one,chart [29] chart,#dataviz [29] bills,one Top Word Pairs in Tweet in G8:
[47] sector,público [35] redmatriz,#gobiernoabierto [33] tecnologías,reinventar [33] libro,govtech [33] ecosistema,actores [33] actores,tecnologías [33] reinventar,sector [33] govtech,iberoamérica [33] iberoamérica,ecosistema [33] 2021,descarga Top Word Pairs in Tweet in G9:
[64] #ヒーローズリーグ,#civictechjp [62] civictech賞決勝,#ヒーローズリーグ [52] #ctf,#ctf2022 [43] #uracima,#civictech [43] #civictech,#urayasu [37] 不定期で,国や自治体等のデータ利活用のニュースを投稿していきます [37] #civictech,#civictechforum [34] #ctf2022,#ctf2022_2023 [32] #ctf2022_2023,#civictech [30] lt,co Top Word Pairs in Tweet in G10:
[26] visitors,viewed [26] many,thanks [26] map,web [26] 000,visitors [26] tool,appreciate [26] #housingnow,tracking [26] tracking,map [26] viewed,#housingnow [26] web,tool [18] appreciate,comment 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 G5:
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: