The graph represents a network of 960 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 April 2021 at 15:18 UTC.
The requested start date was Thursday, 15 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 17-hour, 50-minute period from Thursday, 01 April 2021 at 06:07 UTC to Wednesday, 14 April 2021 at 23:57 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 : 960
Unique Edges : 690
Edges With Duplicates : 1767
Total Edges : 2457
Number of Edge Types : 5
Tweet : 245
Mentions : 399
Retweet : 734
MentionsInRetweet : 1047
Replies to : 32
Self-Loops : 251
Reciprocated Vertex Pair Ratio : 0.0575
Reciprocated Edge Ratio : 0.108747044917258
Connected Components : 112
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 547
Maximum Edges in a Connected Component : 1620
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.334579
Graph Density : 0.0013783889468196
Modularity : 0.48253
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 960 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 April 2021 at 15:18 UTC.
The requested start date was Thursday, 15 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 17-hour, 50-minute period from Thursday, 01 April 2021 at 06:07 UTC to Wednesday, 14 April 2021 at 23:57 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 : GraphServerTwitterSearch
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:
[60] funding,prototype [59] looking,forward [55] 100k,chf [54] prototype,#civictech [53] #civictech,project [50] project,looking [48] starting,today [48] today,apply [48] apply,100k [48] chf,funding Top Word Pairs in Tweet in G1:
[19] data,scientists [18] presidential,innovation [18] innovation,fellows [17] week's,#civictech [17] #civictech,read [17] read,comes [17] comes,govtechnews [17] govtechnews,proud [17] proud,part [17] part,such Top Word Pairs in Tweet in G2:
[52] funding,prototype [46] prototype,#civictech [45] 100k,chf [42] #civictech,project [42] project,looking [42] looking,forward [40] starting,today [40] today,apply [40] apply,100k [40] chf,funding Top Word Pairs in Tweet in G3:
[14] civic,tech [12] #tictec,event [10] next,#tictec [9] today,join [9] event,lukesjordan [9] lukesjordan,practitioner [9] practitioner,residence [9] residence,mitgovlab [9] mitgovlab,director [9] director,grassrootza Top Word Pairs in Tweet in G4:
[25] ce,avril [20] initiative,citoyenne [20] citoyenne,senegal [20] senegal,vote [20] vote,débute [20] débute,ce [20] avril,2021 [20] 2021,mise [20] mise,œuvre [20] œuvre,programme Top Word Pairs in Tweet in G5:
[31] #civictech,#policing [27] #oss,#civictech [17] #opensource,software [15] code,open [15] citizenlab,going [15] going,#opensource [14] open,data [13] apis,open [12] ve,pretty [12] pretty,exciting Top Word Pairs in Tweet in G6:
[10] item,#civictech [10] #civictech,bookshelf [10] bookshelf,think [10] think,actual [10] actual,release [10] release,date [10] date,april [10] april,13 [10] 13,looks [10] looks,excellent Top Word Pairs in Tweet in G7:
[6] happy,four [6] four,year [6] year,anniversary [6] anniversary,code4ca [6] code4ca,positive [6] positive,significant [6] significant,force [6] force,change [6] change,canada [6] canada,thank Top Word Pairs in Tweet in G8:
[20] #datadriven,research [20] research,aims [20] aims,solve [20] solve,first [20] first,last [20] last,mile [20] mile,challenges [20] challenges,#mobility [20] #mobility,solutions [19] kirkdborne,#datadriven Top Word Pairs in Tweet in G9:
[13] citizen,participation [13] easter,readings [13] readings,selection [13] selection,articles [13] articles,notes [13] notes,democracy [13] democracy,open [13] open,government [13] government,civic [13] civic,tech Top Word Pairs in Tweet in G10:
[14] #civictech,#govtech [13] initiatieven,uitgelicht [9] #collectie,hulpvragen [9] hulpvragen,initiatieven [4] #collectie,corona [4] corona,initiatieven [3] gobierno,abierto [3] #govtech,#civictech [3] helpers,#civictech [3] elkaar,#civictech Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: