The graph represents a network of 492 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 October 2022 at 15:13 UTC.
The requested start date was Thursday, 13 October 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, 21-hour, 43-minute period from Thursday, 29 September 2022 at 01:17 UTC to Wednesday, 12 October 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 : 492
Unique Edges : 366
Edges With Duplicates : 848
Total Edges : 1214
Number of Edge Types : 5
Mentions : 186
Tweet : 168
Retweet : 348
MentionsInRetweet : 505
Replies to : 7
Self-Loops : 172
Reciprocated Vertex Pair Ratio : 0.0552763819095477
Reciprocated Edge Ratio : 0.104761904761905
Connected Components : 78
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 444
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.776164
Graph Density : 0.00260791813620784
Modularity : 0.498836
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 492 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 October 2022 at 15:13 UTC.
The requested start date was Thursday, 13 October 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, 21-hour, 43-minute period from Thursday, 29 September 2022 at 01:17 UTC to Wednesday, 12 October 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:
[31] civic,tech [28] deliberative,democracy [28] ãƒ,ム[28] #civictech,#policing [28] #citizenrecolte,#civictech [27] masses,pdf [27] #demopart,#delibdem [27] paper,landemore [27] landemore,#ai [27] democracy,masses Top Word Pairs in Tweet in G1:
[11] ðÿœ,worldwide [11] worldwide,#remote [11] coordinator,team [11] #remote,available [11] looking,add [11] work,looking [11] add,collaborations [11] collaborations,coordinator [11] team,ðÿœ [11] come,work Top Word Pairs in Tweet in G2:
[27] paper,landemore [27] masses,pdf [27] #demopart,#delibdem [27] excellent,paper [27] deliberative,democracy [27] democracy,masses [27] bring,deliberative [27] landemore,#ai [27] pdf,#demopart [27] #ai,bring Top Word Pairs in Tweet in G3:
[18] #civictech,innovators [18] media,makers [15] calling,#civictech [13] civic,tech [11] makers,journalism [11] innovators,media [8] attend,ongoing [8] journalism,attend [8] #unplugged22,still [8] tech,innovation Top Word Pairs in Tweet in G4:
[14] last,100 [14] 100,bills [14] #dataviz,#civictech [13] #govtech,#civictech [10] #publicsector,#cio [10] bills,#government [9] #stateandlocal,#governmentit [9] #civictech,#stateandlocal [9] #governmentit,#localgov [9] #enterprisesoftware,#publicsector Top Word Pairs in Tweet in G5:
[19] fera,aujourd'hui [19] projet,#civictech [19] lancement,projet [19] ami,lancement [19] #loupeelectorale,fera [19] projets,#civictech [19] #civictech,#loupeelectorale [19] aujourd'hui,direct [19] cher,ami [18] climatique,promouvoir Top Word Pairs in Tweet in G6:
[8] #nyc,#civictech [7] submit,proposal [7] open,data [7] technology,officer [7] week,2023 [7] officer,ftc [7] appointed,chief [7] nyc,open [7] #civictech,jam [7] more,apply Top Word Pairs in Tweet in G7:
[28] #citizenrecolte,#civictech [13] #civictech,continent [12] legs_africa,#citizenrecolte [10] gouvernance,dã [9] #civictech,plus [9] pays,sera [9] l'espace,civique [9] demeure,enjeux [9] #redevabilité,#transparence [9] #civictech,participation Top Word Pairs in Tweet in G8:
[19] virtual,offering [19] nov,16 [19] offering,unlimited [19] 2022,nigh [19] civic,design [19] design,2022 [19] upon,nov [19] 16,18 [19] scholarships,unemployed [19] nigh,upon Top Word Pairs in Tweet in G9:
[5] learn,folks [5] 30pm,learn [5] techqueria,#lhmsummit [5] #lhmsummit,today [5] impacto,session [5] come,careers [5] session,30pm [5] careers,impacto [5] today,come [4] folks,pifgo Top Word Pairs in Tweet in G10:
[6] summer,cydharrell [6] teach,digital [6] cydharrell,afua_bruce [6] designed,course [6] hondanhon,mikeydickerson [6] course,aiming [6] afua_bruce,hondanhon [6] aiming,teach [6] mikeydickerson,co [6] digital,fundamentals Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: