The graph represents a network of 731 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, 21 January 2021 at 16:18 UTC.
The requested start date was Thursday, 21 January 2021 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, 41-minute period from Thursday, 07 January 2021 at 03:41 UTC to Thursday, 21 January 2021 at 00:22 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 : 731
Unique Edges : 476
Edges With Duplicates : 1341
Total Edges : 1817
Number of Edge Types : 5
Retweet : 531
MentionsInRetweet : 741
Tweet : 234
Mentions : 290
Replies to : 21
Self-Loops : 238
Reciprocated Vertex Pair Ratio : 0.045662100456621
Reciprocated Edge Ratio : 0.0873362445414847
Connected Components : 107
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 412
Maximum Edges in a Connected Component : 1153
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.236373
Graph Density : 0.00171654517174822
Modularity : 0.471081
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 731 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, 21 January 2021 at 16:18 UTC.
The requested start date was Thursday, 21 January 2021 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, 41-minute period from Thursday, 07 January 2021 at 03:41 UTC to Thursday, 21 January 2021 at 00:22 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:
[44] #opengov,#civictech [43] democracyspot,46 [43] 46,favorite [43] favorite,reads [43] reads,#democracy [43] #democracy,#opengov [43] #civictech,few [43] few,interesting [43] interesting,things [42] participatory,democracyspot Top Word Pairs in Tweet in G1:
[18] info,session [17] 18f,product [17] friday's,info [14] presidential,innovation [14] innovation,fellow [14] fellow,joy [14] joy,whitt [12] #publicinteresttech,#civictech [10] #civictech,check [9] product,managers Top Word Pairs in Tweet in G2:
[8] #job,alert [8] alert,interested [8] interested,working [8] working,#digitalgovernment [8] #digitalgovernment,cds_gc [8] cds_gc,looking [8] looking,director [8] director,digital [8] digital,practice [8] practice,empower Top Word Pairs in Tweet in G3:
[42] democracyspot,46 [42] 46,favorite [42] favorite,reads [42] reads,#democracy [42] #democracy,#opengov [42] #opengov,#civictech [42] #civictech,few [42] few,interesting [42] interesting,things [41] participatory,democracyspot Top Word Pairs in Tweet in G4:
[17] #govtech,#civictech [16] #civictech,#govtech [14] initiatieven,uitgelicht [11] #collectie,corona [11] corona,initiatieven [10] #stateandlocal,#governmentit [10] #governmentit,#localgov [9] #cio,#statelocalit [8] #civictech,#stateandlocal [7] #publicsector,#cio Top Word Pairs in Tweet in G5:
[7] hey,#civictech [7] #civictech,mexico [7] mexico,check [7] check,codeforabq [7] codeforabq,meetup [7] meetup,online [7] online,tonight [7] tonight,talking [7] talking,hackathons [7] hackathons,more Top Word Pairs in Tweet in G6:
[13] build,#socialenterprises [13] #socialenterprises,based [13] based,digitisation [13] digitisation,data [13] data,analytics [13] analytics,join [13] join,discussion [13] discussion,january [13] january,27th [11] civic,tech Top Word Pairs in Tweet in G7:
[10] smart,roads [10] roads,sensors [10] sensors,#edgecomputing [10] #edgecomputing,power [10] power,generation [10] generation,enabling [10] enabling,#smartcities [10] #smartcities,transportation [10] transportation,projects [9] steps,enabling Top Word Pairs in Tweet in G8:
[20] open,data [20] data,week [17] deadline,submit [17] january,14th [17] 14th,10pm [16] exciting,news [16] news,deadline [16] submit,nyc [16] nyc,open [16] week,extended Top Word Pairs in Tweet in G9:
[22] lot,attention [22] attention,technology [22] technology,capitol [22] capitol,building [22] building,y'all [22] y'all,consider [22] consider,applying [21] its_a_lisa,lot [21] applying,progr [3] louder,people Top Word Pairs in Tweet in G10:
[17] kelly,jin [17] jin,postkxj [17] postkxj,knight [17] knight,vp [17] vp,communities [17] communities,national [17] national,initiatives [17] initiatives,help [17] help,lead [17] lead,efforts Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
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:
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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: