The graph represents a network of 498 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, 13 January 2022 at 16:18 UTC.
The requested start date was Thursday, 13 January 2022 at 01:01 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, 14-hour, 16-minute period from Thursday, 30 December 2021 at 08:00 UTC to Wednesday, 12 January 2022 at 22:16 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 : 498
Unique Edges : 317
Edges With Duplicates : 801
Total Edges : 1118
Number of Edge Types : 5
Retweet : 342
MentionsInRetweet : 451
Tweet : 139
Mentions : 172
Replies to : 14
Self-Loops : 143
Reciprocated Vertex Pair Ratio : 0.0412186379928315
Reciprocated Edge Ratio : 0.0791738382099828
Connected Components : 78
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 199
Maximum Edges in a Connected Component : 558
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.10412
Graph Density : 0.00234741784037559
Modularity : 0.500156
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 498 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, 13 January 2022 at 16:18 UTC.
The requested start date was Thursday, 13 January 2022 at 01:01 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, 14-hour, 16-minute period from Thursday, 30 December 2021 at 08:00 UTC to Wednesday, 12 January 2022 at 22:16 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:
[38] civic,tech [29] digital,services [28] expression,interest [28] hiring,boston's [28] boston's,next [28] next,chief [28] chief,digital [28] digital,officer [28] officer,role [28] role,chance Top Word Pairs in Tweet in G1:
[21] civic,tech [9] book,civic [9] tech,making [8] making,technology [6] asked,colleagues [6] colleagues,usgsa [6] usgsa,share [6] share,journey [6] journey,government [6] government,tech Top Word Pairs in Tweet in G2:
[28] hiring,boston's [28] boston's,next [28] next,chief [28] chief,digital [28] digital,officer [28] officer,role [28] role,chance [28] chance,build [28] build,digital [28] digital,services Top Word Pairs in Tweet in G3:
[9] african,union [9] union,#civictech [9] #civictech,fund [9] fund,fund [9] fund,receiving [9] receiving,applications [9] applications,ideas [9] ideas,using [9] using,civic [9] civic,technology Top Word Pairs in Tweet in G4:
[28] expression,interest [27] #civictech,ideas [26] call,expression [26] looking,#civictech [24] charter_africa,call [23] democratic,governance [17] interest,africa [17] africa,looking [17] ideas,strengthen [17] strengthen,democratic Top Word Pairs in Tweet in G5:
[5] civic,tech [2] public,interest [2] #govtech,#civictech [2] come,join [2] #civictech,projects [2] #bonneannee2022,tous [2] tous,cette [2] cette,année [2] année,importe [2] importe,démocratie Top Word Pairs in Tweet in G6:
[22] #civictech,#policing [14] #oss,#civictech [14] #opensource,software [10] #community,#civictech [7] open,parliament [7] parliament,tv [7] tv,launch [7] launch,15 [7] 15,monaten [7] monaten,arbeit Top Word Pairs in Tweet in G7:
[17] votre,projet [15] projet,#civictech [8] derniers,jours [8] jours,postuler [8] postuler,accélérez [8] accélérez,votre [8] #civictech,grâce [8] grâce,accompagnement [8] accompagnement,dispensé [8] dispensé,par Top Word Pairs in Tweet in G8:
[10] nyc,looking [10] looking,make [10] make,difference [10] difference,talents [10] talents,ingenuity [10] ingenuity,passion [10] passion,come [10] come,work [8] work,noneck [8] noneck,katehnicholson Top Word Pairs in Tweet in G9:
[17] présidentielle,2022 [17] 2022,elyze [17] elyze,tinder [17] tinder,choisir [17] choisir,candidat [17] candidat,#vote [17] #vote,#jeunes [17] #jeunes,#civictech [16] echosstart,présidentielle Top Word Pairs in Tweet in G10:
[4] coding,covid [4] covid,19 [4] 19,dashboard [4] dashboard,13 [4] 13,year [4] year,old [3] adventures,father [3] father,hacking [3] hacking,coding [2] fun,implementation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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 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: