The graph represents a network of 533 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, 08 September 2022 at 15:13 UTC.
The requested start date was Thursday, 08 September 2022 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, 18-hour, 0-minute period from Thursday, 25 August 2022 at 04:59 UTC to Wednesday, 07 September 2022 at 23:00 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 : 533
Unique Edges : 398
Edges With Duplicates : 950
Total Edges : 1348
Number of Edge Types : 5
Retweet : 387
MentionsInRetweet : 554
Mentions : 212
Tweet : 177
Replies to : 18
Self-Loops : 181
Reciprocated Vertex Pair Ratio : 0.0628834355828221
Reciprocated Edge Ratio : 0.118326118326118
Connected Components : 81
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 236
Maximum Edges in a Connected Component : 773
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.086034
Graph Density : 0.00244396168658043
Modularity : 0.472249
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 533 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, 08 September 2022 at 15:13 UTC.
The requested start date was Thursday, 08 September 2022 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, 18-hour, 0-minute period from Thursday, 25 August 2022 at 04:59 UTC to Wednesday, 07 September 2022 at 23:00 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:
[48] civic,tech [32] #citizenrecolte,#civictech [27] #civictech,community [26] codeforall,join [24] ago,today [22] panel,discussion [22] one,year [22] year,ago [22] today,launched [22] launched,first Top Word Pairs in Tweet in G1:
[25] civic,tech [25] #civictech,community [25] codeforall,join [22] panel,discussion [21] webinar,organized [18] join,webinar [18] organized,code4africa [18] code4africa,showcase [18] showcase,work [18] work,leading Top Word Pairs in Tweet in G2:
[32] #citizenrecolte,#civictech [12] vendredi,#moocdeg [11] #yoff,#tivaouane [10] podcast,#africtivistes [10] #africtivistes,ème [10] ème,vendredi [10] #moocdeg,été [10] été,animé [10] animé,par [10] par,experts Top Word Pairs in Tweet in G3:
[21] one,year [21] year,ago [21] ago,today [21] today,launched [21] launched,first [21] first,federal [21] federal,government [21] government,program [21] program,early [21] early,career Top Word Pairs in Tweet in G4:
[11] #govtech,#civictech [10] #civictech,#stateandlocal [7] challenge,cup [7] cup,22 [7] #stateandlocal,#governmentit [6] civictech,challenge [6] #governmentit,#localgov [6] #publicsector,#cio [5] 学生によるシビックテック開発コンテスト,civictech [5] #enterprisesoftware,#publicsector Top Word Pairs in Tweet in G5:
[15] lorsque,investissons [15] investissons,leurs [15] leurs,compétences [15] compétences,leur [15] leur,donnons [15] donnons,bons [15] bons,outils [15] outils,bonnes [15] bonnes,opportunités [14] femmeticdjibout,lorsque Top Word Pairs in Tweet in G6:
[12] open,data [6] datasf,hiring [6] hiring,analytics [6] analytics,engineer [6] engineer,support [6] support,city's [6] city's,open [6] data,operations [6] operations,come [6] come,join Top Word Pairs in Tweet in G7:
[17] viene,1era [17] 1era,#hackathon [17] #hackathon,enfoque [17] enfoque,ciudadano [17] ciudadano,#cde [17] #cde,#paraguay [17] #paraguay,lanzamiento [17] lanzamiento,20 [17] 20,09 [17] 09,hackathon Top Word Pairs in Tweet in G8:
[9] hacktember,remember [8] join,democracylab [8] sept,10 [7] democracylab,virtually [7] virtually,person [7] person,hacktember [7] remember,hackathon [7] hackathon,taking [7] taking,place [7] place,sept Top Word Pairs in Tweet in G9:
[14] académie,l'amazone [14] l'amazone,junior [14] junior,enfants [14] enfants,sont [14] sont,l'avenir [14] l'avenir,ce [14] ce,monde [14] monde,fjadle [14] fjadle,sommes [14] sommes,ravi Top Word Pairs in Tweet in G10:
[3] #ayatidevice,ayu_devices [3] ayu_devices,robobionics [3] robobionics,mybmc [3] mybmc,ashwinibhide [3] ashwinibhide,mybmcbizsupport [3] mybmcbizsupport,sb_speak [3] sb_speak,poyni [3] poyni,manoj_malgharia [2] mybmcsmilec,#ayatidevice [2] manoj_malgharia,msinsociet Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: