The graph represents a network of 471 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, 01 December 2022 at 16:13 UTC.
The requested start date was Thursday, 01 December 2022 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, 20-hour, 17-minute period from Thursday, 17 November 2022 at 01:39 UTC to Wednesday, 30 November 2022 at 21:57 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 : 471
Unique Edges : 360
Edges With Duplicates : 777
Total Edges : 1137
Number of Edge Types : 5
Mentions : 276
Retweet : 280
MentionsInRetweet : 417
Tweet : 148
Replies to : 16
Self-Loops : 151
Reciprocated Vertex Pair Ratio : 0.0914179104477612
Reciprocated Edge Ratio : 0.167521367521368
Connected Components : 92
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 108
Maximum Edges in a Connected Component : 354
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.972151
Graph Density : 0.00264263450332023
Modularity : 0.474845
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 471 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, 01 December 2022 at 16:13 UTC.
The requested start date was Thursday, 01 December 2022 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, 20-hour, 17-minute period from Thursday, 17 November 2022 at 01:39 UTC to Wednesday, 30 November 2022 at 21:57 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:
[51] civic,tech [28] learn,more [24] #openknowledgenetwork,today [24] launching,#openknowledgenetwork [24] news,re [24] today,touch [24] touch,people [24] re,launching [24] big,news [24] people,25 Top Word Pairs in Tweet in G1:
[19] civic,tech [12] 15,utc [12] 30th,15 [8] role,#civictech [7] spotlight,inclucityyyc [7] digtal,talent [7] talent,champion [7] #civictech,job [7] #civictech,spotlight [7] 2022,tech Top Word Pairs in Tweet in G2:
[23] civic,tech [11] opportunities,calendar [11] entry,civic [11] tech,opportunities [10] soon,civic [10] coming,soon [10] civic,technology [10] tech,event [9] learn,more [7] scaling,civic Top Word Pairs in Tweet in G3:
[16] redmatriz,#gobiernoabierto [13] #openstate,#govtech [13] #opengov,#civictech [12] #civictech,#openstate [12] #govtech,#civictech [11] ramirezalujas,#opengov [10] #gobiernoabierto,#gobernanza [10] #civictech,mucho [10] ecosistema,#govtech [10] #estadoabierto,ecosistema Top Word Pairs in Tweet in G4:
[24] launching,#openknowledgenetwork [24] today,touch [24] 25,countries [24] re,launching [24] touch,people [24] people,25 [24] news,re [24] big,news [24] #openknowledgenetwork,today [23] okfn,big Top Word Pairs in Tweet in G5:
[8] applications,usdigitalcorps [7] today,apply [7] secure,usdigitalcorps [7] usdigitalcorps,2023 [7] #civictech,spot [7] spot,today [7] 2023,#civictech [6] gsa_sonny,secure [5] session,learn [5] info,session Top Word Pairs in Tweet in G6:
[15] #dataviz,#civictech [15] last,100 [15] 100,bills [10] bills,#government [8] #govtech,#civictech [8] #government,#dataviz [7] #civictech,#stateandlocal [6] #stateandlocal,#governmentit [5] #cio,#statelocalit [5] #publicsector,#cio Top Word Pairs in Tweet in G7:
[8] technology,facilitated [8] based,violence [8] violence,sure [8] discussing,detail [8] facilitated,gender [8] detail,more [8] gender,based [8] sure,miss [8] more,technology [7] miss,under Top Word Pairs in Tweet in G8:
[5] platforms,mygov [5] govtech,c2g [5] participation,platforms [5] public,participation [4] centric,approach [3] mygov,media [3] fit,govtech [3] c2g,voting [3] civictech,fit [3] voting,public Top Word Pairs in Tweet in G9:
[6] making,government [6] access,goes [6] beyond,convenience [6] cydharrell,believes [6] convenience,cydharrell [6] easy,access [6] services,processes [6] value,making [6] government,services [6] goes,beyond Top Word Pairs in Tweet in G10:
[10] reference,point [9] serpentineuk,#civictech [9] point,serpentineuk [7] _paulaberman,radxchange [5] eva33313,reference [5] vivlanova,garyzhexizhang [5] garyzhexizhang,eva33313 [5] radxchange,speaking [3] trust_support,vivlanova [3] serpentineuk,tools Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: