The graph represents a network of 397 Twitter users whose tweets in the requested range contained "#ContentChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 February 2020 at 14:56 UTC.
The requested start date was Sunday, 23 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 82-day, 12-hour, 30-minute period from Monday, 02 December 2019 at 06:01 UTC to Saturday, 22 February 2020 at 18:31 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 : 397
Unique Edges : 670
Edges With Duplicates : 2603
Total Edges : 3273
Number of Edge Types : 4
Mentions : 932
Tweet : 694
MentionsInRetweet : 507
Replies to : 1140
Self-Loops : 694
Reciprocated Vertex Pair Ratio : 0.221518987341772
Reciprocated Edge Ratio : 0.362694300518135
Connected Components : 33
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 341
Maximum Edges in a Connected Component : 3032
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.942575
Graph Density : 0.00613820827926621
Modularity : 0.16216
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 397 Twitter users whose tweets in the requested range contained "#ContentChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 February 2020 at 14:56 UTC.
The requested start date was Sunday, 23 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 82-day, 12-hour, 30-minute period from Monday, 02 December 2019 at 06:01 UTC to Saturday, 22 February 2020 at 18:31 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 : #ContentChat
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:
[90] content,marketing [79] #contentchat,#wisewomen [79] #wisewomen,civilizations [79] civilizations,book [79] book,site [79] site,hold [79] hold,#knowledge [79] #knowledge,#world [79] #world,150 [79] 150,subj Top Word Pairs in Tweet in G1:
[27] content,marketing [15] marketing,automation [14] welcome,#contentchat [12] happy,year [12] data,science [10] today,#contentchat [10] noon,pacific [9] #contentchat,today [8] best,practices [8] introduce,yourself Top Word Pairs in Tweet in G2:
[30] b2the7,sferika [23] sferika,a1 [22] marketing,automation [20] sferika,a3 [19] sferika,a2 [18] superdeluxemo,sferika [17] sferika,a7 [16] year,#contentchat [16] sferika,a6 [16] sferika,a5 Top Word Pairs in Tweet in G3:
[14] sferika,biggreenpen [10] twitter,chats [9] great,podcast [9] podcast,featuring [9] featuring,madalynsklar [9] madalynsklar,discussing [9] discussing,value [9] value,twitter [9] chats,#podcast [9] #podcast,#twittersmarter Top Word Pairs in Tweet in G4:
[10] content,marketing [7] #ai,#machinelearning [6] #data,scientists [5] dikayodata,a1 [5] a1,#datascience [5] #datascience,method [5] method,using [5] using,tools [5] tools,#ai [5] #machinelearning,unearth Top Word Pairs in Tweet in G5:
[13] twitter,chats [10] #contentchat,#g2fireside [8] putting,together [8] together,list [8] list,#contentmarketing [8] #contentmarketing,twitter [8] chats,currently [8] currently,includes [8] includes,#contentchat [7] cmicontent,putting Top Word Pairs in Tweet in G6:
[7] sferika,hi [6] social,media [5] follow,hashtags [4] todcordill,sferika [4] content,marketing [4] special,guest [3] a2,#contentchat [3] sferika,a3 [3] alekirvin,sferika [3] sferika,todcordill Top Word Pairs in Tweet in G7:
[23] content,marketing [12] regular,#contentmarketing [12] #contentmarketing,goodness [12] goodness,follow [12] follow,50 [12] 50,content [12] marketing,influencers [12] influencers,#cmworld [12] #cmworld,toprank [8] #contentmarketing,#cmworld Top Word Pairs in Tweet in G8:
[17] twitter,chats [16] today's,twitter [14] monday,#twitterchat [14] #twitterchat,list [14] list,#1 [14] #1,#funtravelchat [14] #funtravelchat,day [14] day,#1pmchat [14] #1pmchat,8am [14] 8am,#sayftychat Top Word Pairs in Tweet in G9:
[50] #contentchat,#wisewomen [50] #wisewomen,civilizations [50] civilizations,book [50] book,site [50] site,hold [50] hold,#knowledge [50] #knowledge,#world [50] #world,150 [50] 150,subj [50] subj,ur Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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