The graph represents a network of 1,164 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 26 January 2022 at 17:40 UTC.
The requested start date was Wednesday, 26 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 49-day, 19-hour, 19-minute period from Thursday, 02 December 2021 at 22:40 UTC to Friday, 21 January 2022 at 18:00 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 : 1164
Unique Edges : 1625
Edges With Duplicates : 14004
Total Edges : 15629
Number of Edge Types : 5
MentionsInRetweet : 4542
Retweet : 3029
Mentions : 4406
Replies to : 2400
Tweet : 1252
Self-Loops : 1274
Reciprocated Vertex Pair Ratio : 0.170197740112994
Reciprocated Edge Ratio : 0.290887145443573
Connected Components : 76
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1046
Maximum Edges in a Connected Component : 15438
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.78859
Graph Density : 0.00244804732399027
Modularity : 0.129329
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,164 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 26 January 2022 at 17:40 UTC.
The requested start date was Wednesday, 26 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 49-day, 19-hour, 19-minute period from Thursday, 02 December 2021 at 22:40 UTC to Friday, 21 January 2022 at 18:00 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 : #TwitterSmarter
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:
[754] #twittersmarter,chat [424] social,media [192] twitter,chat [191] twitter,chats [191] digital,marketing [181] madalynsklar,#twittersmarter [172] madalynsklar,a1 [150] cgritmon,madalynsklar [145] #twittersmarter,featuring [142] madalynsklar,a2 Top Word Pairs in Tweet in G1:
[436] #twittersmarter,chat [191] social,media [83] twitter,chat [76] #twittersmarter,podcast [64] twitter,spaces [64] digital,marketing [60] each,week [56] twitter,chats [53] madalynsklar,#twittersmarter [53] cgritmon,madalynsklar Top Word Pairs in Tweet in G2:
[143] #twittersmarter,featuring [102] #marketing,#twittersmarter [41] madalynsklar,dd_invest [40] madalynsklar,tealfeed [36] atnickmartin,hootsuite [30] #mondayblogs,#twittersmarter [28] social,media [25] #twittersmarter,chat [24] hootsuite,madalynsklar [17] #twittersmarter,10am Top Word Pairs in Tweet in G3:
[249] #twittersmarter,chat [172] social,media [116] madalynsklar,a1 [115] madalynsklar,#twittersmarter [114] digital,marketing [108] twitter,chats [104] alyx,#twittersmarter [100] madalynsklar,a2 [99] madalynsklar,a4 [96] fuhsionmktg,s_narmadhaa Top Word Pairs in Tweet in G4:
[77] feature,alert [41] twitterspaces,feature [38] twitter,ios [36] twitter,feature [31] joselinmane,twitterspaces [27] #twittertips,#twittersmarter [25] #twittersmarter,chat [24] testing,twitter [24] ios,version [24] join,test Top Word Pairs in Tweet in G5:
[14] twitter,conversations [14] conversations,matter [14] janetmachuka_,#twittersmarter [13] creating,twitter [13] 8pm,eat [11] matter,join [11] #twittersmarter,chat [10] conversations,help [9] social,media [9] #twittersmarter,week Top Word Pairs in Tweet in G6:
[8] twitter,chats [7] thursday,twitter [7] chats,8am [7] 8am,#engagors [7] #engagors,10 [7] 10,30 [7] 30,#pgchat [7] #pgchat,12pm [7] 12pm,#freelancechat [7] #freelancechat,#innochat Top Word Pairs in Tweet in G7:
[9] social,media [6] media,examiner [4] marketing,features [4] business,social [3] madalynsklar,hey [3] hey,#twittersmarter [3] #twittersmarter,chat [3] chat,friends [3] friends,mike_stelzner's [3] mike_stelzner's,guest Top Word Pairs in Tweet in G8:
[20] #jachat,day [20] day,#twitterchatpt [20] #twitterchatpt,6am [20] 6am,#engagors [20] #engagors,8am [20] 8am,#1pmchat [20] #1pmchat,8am [19] 8am,#twitteamhour [18] thursday,#twitterchat [18] #twitterchat,list Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: