The graph represents a network of 707 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, 03 December 2020 at 16:18 UTC.
The requested start date was Thursday, 03 December 2020 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, 19-hour, 58-minute period from Thursday, 19 November 2020 at 02:45 UTC to Wednesday, 02 December 2020 at 22:44 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 : 707
Unique Edges : 483
Edges With Duplicates : 1200
Total Edges : 1683
Number of Edge Types : 5
Retweet : 483
MentionsInRetweet : 640
Mentions : 270
Tweet : 266
Replies to : 24
Self-Loops : 274
Reciprocated Vertex Pair Ratio : 0.048469387755102
Reciprocated Edge Ratio : 0.0924574209245742
Connected Components : 135
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 209
Maximum Edges in a Connected Component : 603
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.154553
Graph Density : 0.00164682595333592
Modularity : 0.49158
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 707 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, 03 December 2020 at 16:18 UTC.
The requested start date was Thursday, 03 December 2020 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, 19-hour, 58-minute period from Thursday, 19 November 2020 at 02:45 UTC to Wednesday, 02 December 2020 at 22:44 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:
[43] #bigdata,#datascience [42] #datascience,#ai [30] local,government [29] #govtech,#civictech [29] attention,lgalert [29] lgalert,allows [29] allows,access [29] access,local [29] government,funds [29] funds,tried Top Word Pairs in Tweet in G1:
[16] #civictech,#govtech [14] initiatieven,uitgelicht [13] #uracima,#civictech [13] #civictech,#urayasu [9] #collectie,hulpvragen [9] hulpvragen,initiatieven [5] #collectie,corona [5] corona,initiatieven [3] hl2020予選,#ヒーローズリーグ [3] #ヒーローズリーグ,15 Top Word Pairs in Tweet in G2:
[29] attention,lgalert [29] lgalert,allows [29] allows,access [29] access,local [29] local,government [29] government,funds [29] funds,tried [29] tried,check [29] check,governance [28] civichive,attention Top Word Pairs in Tweet in G3:
[8] week's,#civictech [8] #civictech,read [8] one,month [7] gsa_tts,#govimpactsummit [7] #govimpactsummit,pif [7] pif,nel [7] nel,colón [7] colón,deptvetaffairs [7] deptvetaffairs,deputy [7] deputy,cto Top Word Pairs in Tweet in G4:
[19] #civictech,#sunabaco [18] civictech,innovator育成講座 [14] nakamakoko,civictech [14] sunabaco,八代市 [14] 八代市,トヨタ自動車九州の [14] トヨタ自動車九州の,civictech [11] #sunabaco,20201129 [11] 20201129,地方都市から始める [11] 地方都市から始める,dxセミナー [11] dxセミナー,八代 Top Word Pairs in Tweet in G5:
[40] #bigdata,#datascience [39] #datascience,#ai [26] #iot,#iiot [26] #iiot,#iotpl [23] comes,#smartcities [23] #smartcities,summit [23] summit,#iot [23] #iotpl,#bigdata [22] kirkdborne,comes [22] #ai,#machinelearn Top Word Pairs in Tweet in G6:
[17] #digitalinnovations,threatening [17] threatening,democracies [17] democracies,look [17] look,#civictech [17] #civictech,examples [17] examples,#tech [17] #tech,improving [11] civictechafrica,#digitalinnovations [7] open,data [7] improving,democracies Top Word Pairs in Tweet in G7:
[10] paulinabustosa,#civictech [6] #civictech,politics [6] politics,power [6] power,trying [6] trying,effect [6] effect,change [6] change,relationship [6] relationship,between [6] between,public [6] public,government Top Word Pairs in Tweet in G8:
[8] please,consider [5] hack,give [5] give,thanks [5] friends,anything [5] anything,#civictech [5] #civictech,worth [5] worth,following [5] following,documenting [5] documenting,nowadays [5] proud,part Top Word Pairs in Tweet in G9:
[9] instituteforgov,cotswolddc [7] cotswolddc,cse_bristol [6] cse_bristol,discuss [6] mitigate,#climatecrisis [6] climate,crisis [5] naticarfi,joined [5] joined,panelists [5] panelists,instituteforgov [5] join,wednesday [5] wednesday,discuss Top Word Pairs in Tweet in G10:
[6] #civictechto,hacknight [5] planning,submitting [5] submitting,talk [5] talk,idea [5] idea,workshop [5] workshop,#civictechto [5] hacknight,each [5] each,week [5] week,run [4] #civictech,#civictechto Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G8:
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: