The graph represents a network of 637 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, 10 June 2021 at 15:18 UTC.
The requested start date was Thursday, 10 June 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, 21-hour, 46-minute period from Thursday, 27 May 2021 at 00:20 UTC to Wednesday, 09 June 2021 at 22:06 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 : 637
Unique Edges : 566
Edges With Duplicates : 1089
Total Edges : 1655
Number of Edge Types : 5
Retweet : 384
MentionsInRetweet : 682
Mentions : 355
Tweet : 214
Replies to : 20
Self-Loops : 227
Reciprocated Vertex Pair Ratio : 0.0933997509339975
Reciprocated Edge Ratio : 0.170842824601367
Connected Components : 110
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 202
Maximum Edges in a Connected Component : 753
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.392795
Graph Density : 0.00216719488956686
Modularity : 0.489398
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 637 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, 10 June 2021 at 15:18 UTC.
The requested start date was Thursday, 10 June 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, 21-hour, 46-minute period from Thursday, 27 May 2021 at 00:20 UTC to Wednesday, 09 June 2021 at 22:06 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:
[57] civic,tech [52] ãƒ,ム[51] #govtech,#civictech [27] ãƒ,ッã [20] #misaon,2021 [20] 2021,annual [19] open,data [19] lukesjordan,grassrootza [19] makes,ton [19] ton,sense Top Word Pairs in Tweet in G1:
[27] #govtech,#civictech [20] #misaon,2021 [20] 2021,annual [16] annual,conf [16] conf,session [15] #civictech,#digitaltransformation [14] #onmuni,#cdnmuni [13] #cdnmuni,#cdntech [13] misaontario,#civictech [12] #cdntech,misaontario Top Word Pairs in Tweet in G2:
[34] civic,tech [13] impact,open [13] open,data [11] tech,africa [11] data,africa [10] citizen,engagement [10] #tech,enthusiast [10] enthusiast,#innovator [10] #innovator,someone [10] someone,planning Top Word Pairs in Tweet in G3:
[7] building,better [7] better,way [7] way,deliver [7] deliver,digital [7] digital,services [7] services,local [7] local,government [7] government,always [7] always,fun [7] fun,talk Top Word Pairs in Tweet in G4:
[15] #dataviz,#civictech [14] last,100 [14] 100,bills [9] ãƒ,ム[8] ãƒ,ッã [8] bills,#government [7] jetson,nano [6] bills,one [6] one,chart [6] chart,#dataviz Top Word Pairs in Tweet in G5:
[7] countless,emails [7] emails,calls [7] calls,microsoft [7] microsoft,teams [7] teams,zoom [7] zoom,meetings [7] meetings,later [7] later,finally [7] finally,launched [7] launched,largest Top Word Pairs in Tweet in G6:
[19] makes,ton [19] ton,sense [19] sense,opensecretsdc [19] opensecretsdc,merges [19] merges,moneyinpolitics [19] moneyinpolitics,form [19] form,looks [19] pre,eminent [19] eminent,federal [18] digiphile,makes Top Word Pairs in Tweet in G7:
[19] lukesjordan,grassrootza [15] curious,#civictech [15] #civictech,ups [15] ups,#citizenparticipation [15] #citizenparticipation,build [15] build,app [15] app,lukesjordan [12] grassrootza,mitgovlab [8] podcast,stackoverflow [8] stackoverflow,don Top Word Pairs in Tweet in G8:
[18] #civictech,#policing [12] #oss,#civictech [10] #opensource,software [6] #community,#civictech [6] public,safety [5] economic,impact [5] impact,#opensource [5] software,43 [5] 43,billion [5] billion,gdp Top Word Pairs in Tweet in G9:
[12] ãƒ,ム[7] ãƒ,ッã [6] ç,人ã [4] ªã,ç [3] äº,ÿã [3] ÿã,æ [3] æ,ˆã [3] ˆã,ªã [3] ç,åˆ [3] åˆ,œã Top Word Pairs in Tweet in G10:
[5] always,fossnorth [5] fossnorth,many [5] many,interesting [5] interesting,sessions [5] sessions,program [5] program,year [5] year,featuring [5] featuring,speakeras [5] speakeras,such [5] such,jan_ainali Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: