The graph represents a network of 3,082 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 15:19 UTC.
The tweets in the network were tweeted over the 4036-day, 22-hour, 48-minute period from Saturday, 25 February 2012 at 01:09 UTC to Wednesday, 15 March 2023 at 23:57 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 : 3082
Unique Edges : 2755
Edges With Duplicates : 9165
Total Edges : 11920
Number of Edge Types : 9
Retweet : 2553
MentionsInRetweet : 3871
Mentions : 2526
Quote : 311
Tweet : 1253
MentionsInReplyTo : 674
Replies to : 377
MentionsInQuote : 346
MentionsInQuoteReply : 9
Self-Loops : 1892
Reciprocated Vertex Pair Ratio : 0.0775055679287305
Reciprocated Edge Ratio : 0.143861099627945
Connected Components : 229
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 2299
Maximum Edges in a Connected Component : 10151
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.192535
Graph Density : 0.000509496882885854
Modularity : 0.361262
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,082 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 15:19 UTC.
The tweets in the network were tweeted over the 4036-day, 22-hour, 48-minute period from Saturday, 25 February 2012 at 01:09 UTC to Wednesday, 15 March 2023 at 23:57 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:
[414] civic,tech [185] #civictech,#policing [168] #civictech,#govtech [167] #govtech,#civictech [151] learn,more [114] #oss,#civictech [109] last,informations [109] govtech,#civictech [109] check,last [109] political,communication Top Word Pairs in Tweet in G1:
[186] civic,tech [88] learn,more [78] 18f,digital_gov [78] usds,whostp [78] whostp,performancegov [78] performancegov,#govlove [78] usdigitalcorps,18f [78] digital_gov,usds [75] 18f,gsa_tts [75] #partnerships,usdigitalcorps Top Word Pairs in Tweet in G2:
[114] civic,tech [50] tech,innovation [47] short,course [47] course,civic [30] #civictech,#opendata [27] learn,more [26] full,time [24] lineup,joining [24] 14,utc [23] social,change Top Word Pairs in Tweet in G3:
[52] sector,público [38] ecosistema,actores [38] libro,govtech [38] tecnologías,reinventar [38] actores,tecnologías [38] reinventar,sector [38] público,2021 [38] iberoamérica,ecosistema [38] 2021,descarga [38] govtech,iberoamérica Top Word Pairs in Tweet in G4:
[109] political,communication [109] #civictech,#govtech [109] check,last [109] govtech,#civictech [109] communication,govtech [109] informations,political [109] last,informations [108] #mayor,#cityhall [108] #govtech,#mayor [97] #cityhall,thanks Top Word Pairs in Tweet in G5:
[12] 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:
[61] lt,gt [56] nyc,school [56] school,data [55] #opendata,#servicedesign [54] #civictech,#opendata [38] data,2023 [34] sat,18 [32] 2023,join [29] invited,nyc's [29] #nyc,#civictech Top Word Pairs in Tweet in G7:
[95] พวกเราไม,ใช [95] ได,ทำงานแทน [95] งข,าวสารก [95] ตรสหายเช,นก [95] ะ,พวกเราไม [95] นายกฯ,ก [95] ก,ประกาศจะย [95] ว,ขอแจ [95] ประกาศจะย,บสภาแล [95] ไม,ได Top Word Pairs in Tweet in G8:
[96] #dataviz,#civictech [96] last,100 [96] 100,bills [75] bills,#government [63] #government,#dataviz [26] down,last [26] breaking,down [22] looking,last [21] one,chart [21] chart,#dataviz Top Word Pairs in Tweet in G9:
[76] #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 [53] #ctf2022,#ctf2022_2023 [52] #civictech,#civictechforum [48] #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 G10:
[20] édition,#budgetparticipatif [12] l'heure,votes [11] budget,participatif [11] associvictecheu,associvictecheu [10] projets,préférés [10] référentiel,#civictech [10] actives,france [10] #civictech,actives [10] expert,dialogue [10] notre,référentiel 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 G6:
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: