The graph represents a network of 3,088 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 16:18 UTC.
The tweets in the network were tweeted over the 4029-day, 23-hour, 35-minute period from Saturday, 25 February 2012 at 01:09 UTC to Thursday, 09 March 2023 at 00:45 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 : 3088
Unique Edges : 2739
Edges With Duplicates : 9218
Total Edges : 11957
Number of Edge Types : 9
Retweet : 2568
MentionsInRetweet : 3904
Mentions : 2528
MentionsInReplyTo : 683
Tweet : 1240
Quote : 306
Replies to : 377
MentionsInQuote : 340
MentionsInQuoteReply : 11
Self-Loops : 1868
Reciprocated Vertex Pair Ratio : 0.0785666592477187
Reciprocated Edge Ratio : 0.145687164671894
Connected Components : 232
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 2325
Maximum Edges in a Connected Component : 10265
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.179501
Graph Density : 0.000508357796609885
Modularity : 0.359985
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,088 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 16:18 UTC.
The tweets in the network were tweeted over the 4029-day, 23-hour, 35-minute period from Saturday, 25 February 2012 at 01:09 UTC to Thursday, 09 March 2023 at 00:45 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:
[423] civic,tech [183] #civictech,#policing [167] #civictech,#govtech [159] #govtech,#civictech [153] learn,more [115] #oss,#civictech [108] last,informations [108] govtech,#civictech [108] check,last [108] political,communication Top Word Pairs in Tweet in G1:
[235] civic,tech [58] coming,soon [55] learn,more [53] soon,civic [49] tech,event [47] entry,civic [47] tech,opportunities [47] opportunities,calendar [46] event,calendar [44] calendar,co Top Word Pairs in Tweet in G2:
[78] whostp,performancegov [78] performancegov,#govlove [78] digital_gov,usds [78] 18f,digital_gov [78] usdigitalcorps,18f [78] usds,whostp [75] usds,18f [75] #govlove,congressfellows [75] #partnerships,usdigitalcorps [75] #cathiedwood,#cbdc Top Word Pairs in Tweet in G3:
[52] sector,público [38] tecnologías,reinventar [38] iberoamérica,ecosistema [38] ecosistema,actores [38] libro,govtech [38] actores,tecnologías [38] público,2021 [38] govtech,iberoamérica [38] 2021,descarga [38] reinventar,sector Top Word Pairs in Tweet in G4:
[108] informations,political [108] last,informations [108] political,communication [108] check,last [108] communication,govtech [108] govtech,#civictech [108] #civictech,#govtech [107] #mayor,#cityhall [107] #govtech,#mayor [95] #cityhall,thanks Top Word Pairs in Tweet in G5:
[13] civic,hacknight [10] g0vlondon,next [10] reference,point [10] hacknight,#civictech [9] neville_park,speaking [9] civictechto,hacknight [9] point,serpentineuk [8] next,hacknight [8] hacknight,tue [8] come,rad Top Word Pairs in Tweet in G6:
[100] #dataviz,#civictech [100] last,100 [100] 100,bills [78] bills,#government [66] #government,#dataviz [27] down,last [27] breaking,down [23] looking,last [22] one,chart [22] chart,#dataviz Top Word Pairs in Tweet in G7:
[95] ไม,ได [95] ทำงานแทน,กกต [95] ส,อ [95] นค,ะ [95] ขอแจ,งข [95] พวกเราไม,ใช [95] ะ,พวกเราไม [95] ประกาศจะย,บสภาแล [95] ไหนๆ,นายกฯ [95] บม,ตรสหายเช Top Word Pairs in Tweet in G8:
[77] #ctf,#ctf2022 [64] #ヒーローズリーグ,#civictechjp [62] civictech賞決勝,#ヒーローズリーグ [54] #civictech,#civictechforum [54] #ctf2022,#ctf2022_2023 [50] #ctf2022_2023,#civictech [36] civic,tech [33] #civictechforum,#シビックテック [29] #シビックテック,#シビックテックフォーラム [18] ctf2022,会場テーマ紹介 Top Word Pairs in Tweet in G9:
[61] lt,gt [34] sat,18 [32] #nyc,#civictech [28] #opendata,#servicedesign [25] #civictech,#opendata [23] open,data [21] monthly,newsletter [21] gt,#nyc [20] nyc,school [20] school,data Top Word Pairs in Tweet in G10:
[18] édition,#budgetparticipatif [12] l'heure,votes [11] associvictecheu,associvictecheu [10] projets,préférés [10] expert,dialogue [10] voter,leurs [9] leurs,projets [9] budget,participatif [8] #eu2024,elections [8] improve,participation 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: