The graph represents a network of 1,310 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, 06 August 2020 at 15:50 UTC.
The requested start date was Thursday, 06 August 2020 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, 20-hour, 27-minute period from Thursday, 23 July 2020 at 02:37 UTC to Wednesday, 05 August 2020 at 23:05 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 : 1310
Unique Edges : 713
Edges With Duplicates : 2258
Total Edges : 2971
Number of Edge Types : 5
Mentions : 352
Retweet : 1000
MentionsInRetweet : 1267
Tweet : 318
Replies to : 34
Self-Loops : 326
Reciprocated Vertex Pair Ratio : 0.0311877903118779
Reciprocated Edge Ratio : 0.0604890604890605
Connected Components : 125
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 922
Maximum Edges in a Connected Component : 2240
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.089949
Graph Density : 0.000906233416336694
Modularity : 0.485984
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,310 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, 06 August 2020 at 15:50 UTC.
The requested start date was Thursday, 06 August 2020 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, 20-hour, 27-minute period from Thursday, 23 July 2020 at 02:37 UTC to Wednesday, 05 August 2020 at 23:05 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:
[388] democratic,#taiwan [388] #taiwan,combat [388] combat,#coronavirus [388] #coronavirus,soap [388] soap,hand [388] hand,sanitizer [388] sanitizer,#civictech [388] #civictech,plenty [388] plenty,trust [388] trust,amplified Top Word Pairs in Tweet in G1:
[384] democratic,#taiwan [384] #taiwan,combat [384] combat,#coronavirus [384] #coronavirus,soap [384] soap,hand [384] hand,sanitizer [384] sanitizer,#civictech [384] #civictech,plenty [384] plenty,trust [384] trust,amplified Top Word Pairs in Tweet in G2:
[55] #civictech,book [54] know,#civictech [54] book,shipped [54] shipped,copy [54] copy,editor [54] editor,last [54] last,night [54] night,interest [53] cydharrell,know [15] sf,digital Top Word Pairs in Tweet in G3:
[31] announcing,18f [31] 18f,#ux [31] #ux,guide [31] guide,documents [31] documents,practices [31] practices,helpful [31] helpful,resources [31] resources,#civictech [30] 18f,announcing [30] #civictech,#tran Top Word Pairs in Tweet in G4:
[14] civic,tech [11] tech,field [11] field,guide [8] buscas,manera [8] manera,contribuir [8] contribuir,#civictech [8] #civictech,equipo [8] equipo,paravotarpr [8] paravotarpr,identificados [8] identificados,unas Top Word Pairs in Tweet in G5:
[47] #iiot,#iotpl [46] #5g,#iiot [45] benefits,#geospatial [45] #geospatial,visualization [45] visualization,analyzing [45] analyzing,#iot [45] #iot,data [45] data,#5g [42] kirkdborne,benefits [42] #iotpl,#digitaltr Top Word Pairs in Tweet in G6:
[31] workshop,#civictech [30] join,workshop [30] #civictech,held [30] held,acm_cscw [30] acm_cscw,#cscw2020 [30] #cscw2020,looking [30] looking,researchers [30] researchers,practitioners [29] elaragon,join [6] excellent,excellent Top Word Pairs in Tweet in G7:
[97] initiatieven,uitgelicht [97] #civictech,#govtech [54] #collectie,hulpvragen [54] hulpvragen,initiatieven [43] #collectie,corona [43] corona,initiatieven [14] uitgelicht,#civictech [11] elkaar,#civictech [10] #シビックテック,#civictech [9] シビックテック,コロナに挑んだ３カ月 Top Word Pairs in Tweet in G8:
[11] #govtech,#civictech [7] plus,more [7] more,#civictech [6] civic,tech [5] nassau,county [5] county,publishes [5] publishes,equity [5] equity,gap [5] gap,toolkit [5] toolkit,plus Top Word Pairs in Tweet in G9:
[9] july,28 [8] education,program [8] program,manager [8] 28,civichallto [8] civichallto,hosting [8] hosting,panel [8] panel,emerging [8] emerging,monitoring [8] monitoring,evaluation [8] evaluation,practices Top Word Pairs in Tweet in G10:
[9] retrouvez,axeldauchez [9] axeldauchez,président [9] président,make_org [5] make_org,direct [5] direct,aujourd'hui [5] aujourd'hui,12h [5] 12h,#débatdemidi [5] #débatdemidi,franceinter [4] civic,tech [4] décembre,avons Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
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Top Tweeters in G9:
Top Tweeters in G10: