The graph represents a network of 1,066 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 Saturday, 08 May 2021 at 15:20 UTC.
The requested start date was Thursday, 06 May 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, 22-hour, 32-minute period from Thursday, 22 April 2021 at 00:43 UTC to Wednesday, 05 May 2021 at 23:16 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 : 1066
Unique Edges : 872
Edges With Duplicates : 1901
Total Edges : 2773
Number of Edge Types : 5
Retweet : 761
MentionsInRetweet : 1147
Mentions : 471
Tweet : 367
Replies to : 27
Self-Loops : 378
Reciprocated Vertex Pair Ratio : 0.0771491550330639
Reciprocated Edge Ratio : 0.143246930422919
Connected Components : 152
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 569
Maximum Edges in a Connected Component : 1790
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.276291
Graph Density : 0.00129130002025914
Modularity : 0.483571
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,066 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 Saturday, 08 May 2021 at 15:20 UTC.
The requested start date was Thursday, 06 May 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, 22-hour, 32-minute period from Thursday, 22 April 2021 at 00:43 UTC to Wednesday, 05 May 2021 at 23:16 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:
[78] civic,tech [68] thinking,joining [68] joining,government [68] government,desperately [68] desperately,need [68] need,people [68] people,service [68] service,designers [68] designers,systems [68] systems,thinkers Top Word Pairs in Tweet in G1:
[63] thinking,joining [63] joining,government [63] government,desperately [63] desperately,need [63] need,people [63] people,service [63] service,designers [63] designers,systems [63] systems,thinkers [63] thinkers,please Top Word Pairs in Tweet in G2:
[24] #civictechjp,#civictech [19] コード,フォー [17] フォー,ジャパンが日本初のシビックテック領域アクセラレータープログラム開始 [16] ジャパンが日本初のシビックテック領域アクセラレータープログラム開始,oktaが資金提供 [14] initiatieven,uitgelicht [14] #civictech,#govtech [10] civic,tech [9] #collectie,hulpvragen [9] hulpvragen,initiatieven [9] ふー,civic Top Word Pairs in Tweet in G3:
[25] build,guide [17] don,build [16] guide,anybody [16] anybody,designing [16] designing,implementing [16] implementing,funding [16] funding,coming [16] coming,disruptive [16] disruptive,ideas [16] ideas,tech Top Word Pairs in Tweet in G4:
[23] data,scientists [17] bat,signal [17] signal,#civictech [17] #civictech,friends [17] friends,wow [17] presidential,innovation [16] learn,more [16] marcidale,bat [15] current,presidential [15] calling,innovators Top Word Pairs in Tweet in G5:
[18] civictechfred,meet [17] civic,tech [17] municipal,#civictech [11] happy,national [11] national,volunteer [11] volunteer,week [9] building,shiny [9] shiny,things [9] things,requires [9] requires,connecting Top Word Pairs in Tweet in G6:
[11] foye_jr1046,23 [11] 23,year [11] year,old [11] old,born [11] born,raised [11] raised,n'djamena [11] n'djamena,#it [11] #it,graduate [11] graduate,school [11] school,computing Top Word Pairs in Tweet in G7:
[32] #civictech,#policing [20] #oss,#civictech [16] #opensource,solutions [15] #opensource,software [12] public,safety [12] #community,#civictech [12] democracy,#opensource [12] 16,mai [11] strengthen,democracy [10] 100k,chf Top Word Pairs in Tweet in G8:
[13] role,government [13] government,increased [13] increased,during [13] citizens,remain [13] remain,excluded [13] excluded,key [13] key,decisions [12] during,#covid19 [12] #covid19,citizens [12] decisions,join Top Word Pairs in Tweet in G9:
[24] code4africa's,#civictech [24] #civictech,tools [24] finalists,#usafricatechchallenge [23] two,code4africa's [19] tools,shortlisted [19] shortlisted,finalists [18] excited,two [17] justinarenstein,excited [6] code4africa,esther [6] esther,ndagire Top Word Pairs in Tweet in G10:
[16] コード,フォー [16] フォー,ジャパンが日本初のシビックテック領域アクセラレータープログラム開始 [16] ジャパンが日本初のシビックテック領域アクセラレータープログラム開始,oktaが資金提供 [15] 日本初,シビックテックのサービス開発支援プログラムcivictech [15] シビックテックのサービス開発支援プログラムcivictech,accelerator [15] accelerator,programを開始します [9] jptechcrunch,コード [8] okta,さんにサポートいただき [8] さんにサポートいただき,シビックテックのアクセラレーションプログラムを始められることになりました [8] シビックテックのアクセラレーションプログラムを始められることになりました,gt Top Replied-To in Entire Graph:
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Top Replied-To in G4:
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Top Replied-To in G8:
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 G10: