The graph represents a network of 309 Twitter users whose recent tweets contained "#DCF2021", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 April 2021 at 17:50 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 15-minute period from Tuesday, 06 April 2021 at 06:44 UTC to Tuesday, 13 April 2021 at 17:00 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 : 309
Unique Edges : 972
Edges With Duplicates : 961
Total Edges : 1933
Number of Edge Types : 5
MentionsInRetweet : 1003
Mentions : 408
Retweet : 459
Tweet : 49
Replies to : 14
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.111818181818182
Reciprocated Edge Ratio : 0.201144726083401
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 303
Maximum Edges in a Connected Component : 1919
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.331057
Graph Density : 0.012850418190224
Modularity : 0.347116
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 309 Twitter users whose recent tweets contained "#DCF2021", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 April 2021 at 17:50 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 15-minute period from Tuesday, 06 April 2021 at 06:44 UTC to Tuesday, 13 April 2021 at 17:00 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 : TwitterSearch
Graph Term : #DCF2021
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:
[143] digital,city [105] city,festival [90] #dcf2021,panel [64] innovation,triangle [63] find,more [49] next,week [46] salford,innovation [45] keynote,session [39] more,#dcf2021 [34] official,launch Top Word Pairs in Tweet in G1:
[62] digital,city [44] #dcf2021,panel [41] city,festival [18] next,week [18] make,sure [18] digital,transformation [17] keynote,session [17] transformation,strategy [16] free,attend [16] innovation,triangle Top Word Pairs in Tweet in G2:
[65] digital,city [49] city,festival [47] innovation,triangle [35] salford,innovation [24] #dcf2021,panel [22] official,launch [22] find,more [22] stephen,wild [21] triangle,inclusive [21] inclusive,economy Top Word Pairs in Tweet in G3:
[22] #visiongm,#dcf2021 [18] greater,manchester [16] 5bn,digital [16] digital,ecosystem [10] find,more [10] digital,revolution [9] exciting,news [9] news,comms [9] comms,regulator [9] regulator,ofcom Top Word Pairs in Tweet in G4:
[16] digital,economy [15] secure,investment [15] #dcf2021,#digital [15] find,more [14] grow,business [14] keynote,session [13] looking,secure [13] investment,grow [13] business,join [13] join,expert Top Word Pairs in Tweet in G5:
[18] next,week [17] popular,music [17] music,digitising [17] digitising,histories [13] manchester,popular [11] events,sodamcr [11] sodamcr,manmetuni [11] manmetuni,digitalcityfest [11] digitalcityfest,next [11] week,starting Top Word Pairs in Tweet in G6:
[11] #streamgm,#dcf2021 [11] #dcf2021,#greatermanchester [11] #greatermanchester,#culture [9] live,#streamgm [7] taking,part [7] part,streamgmuk [7] panel,discussion [7] discussion,hosted [7] hosted,sacha_lord [5] watch,live Top Word Pairs in Tweet in G7:
[7] more,diverse [7] digital,city [7] city,festival [6] tech,nation's [6] nation's,yorkshire [6] yorkshire,entrepreneur [6] entrepreneur,engagement [6] engagement,manager [6] manager,jem [6] jem,henderson Top Word Pairs in Tweet in G8:
[3] #marketing,#advertising [3] #advertising,industry [3] industry,events [3] events,digitalcityfest [3] digitalcityfest,pmmworld [3] pmmworld,the_ipa [3] the_ipa,cim_exchange [3] cim_exchange,#marketingconference [3] #marketingconference,#marketingworkshops [3] #marketingworkshops,#adinsights Top Word Pairs in Tweet in G9:
[8] tech,team [8] team,crucial [8] crucial,delivering [8] delivering,market [8] market,intelligence [8] intelligence,solutions [8] kicking,first [8] partner,events [4] solutions,miss [4] miss,session 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:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: