The graph represents a network of 5,198 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 09 September 2020 at 12:18 UTC.
The requested start date was Wednesday, 09 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 11-hour, 36-minute period from Monday, 07 September 2020 at 12:24 UTC to Wednesday, 09 September 2020 at 00:00 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 : 5198
Unique Edges : 5499
Edges With Duplicates : 11616
Total Edges : 17115
Number of Edge Types : 5
Retweet : 4646
MentionsInRetweet : 7104
Tweet : 2180
Mentions : 3103
Replies to : 82
Self-Loops : 2322
Reciprocated Vertex Pair Ratio : 0.0272449602932193
Reciprocated Edge Ratio : 0.0530447193149382
Connected Components : 1172
Single-Vertex Connected Components : 706
Maximum Vertices in a Connected Component : 3008
Maximum Edges in a Connected Component : 14201
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.169579
Graph Density : 0.000311245951451999
Modularity : 0.403937
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,198 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 09 September 2020 at 12:18 UTC.
The requested start date was Wednesday, 09 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 11-hour, 36-minute period from Monday, 07 September 2020 at 12:24 UTC to Wednesday, 09 September 2020 at 00:00 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 : digitaltransformation
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:
[632] digital,transformation [255] gt,gt [224] #ai,#iot [216] #digitaltransformation,#ai [183] #bigdata,#ai [161] #iot,#tech [153] #ai,#bigdata [138] artificial,intelligence [123] ruben_arce_s,#digitaltransformation [118] #digitaltransformation,#bigdata Top Word Pairs in Tweet in G1:
[155] digital,transformation [82] #digitaltransformation,cc [56] future,flexible [56] flexible,oled [56] oled,screen [56] screen,evankirstel [54] evankirstel,ronald_vanloon [52] haroldsinnott,#ai [51] mvollmer1,future [49] #digitaltransformation,#machinelearning Top Word Pairs in Tweet in G2:
[241] digital,transformation [164] #bigdata,#ai [160] #ai,#iot [149] #iot,#tech [122] #ai,#bigdata [120] #digitaltransformation,#ai [107] #tech,#data [106] ruben_arce_s,#digitaltransformation [92] #usa,#defstar5 [63] #iot,#iiot Top Word Pairs in Tweet in G3:
[77] digital,transformation [15] covid,19 [12] #digitaltransformation,#digital [10] transformation,#digitaltransformation [8] learn,more [8] daily,#digitaltransformation [8] know,more [8] #digitaltransformation,#innovation [7] more,details [7] #digitaltransformation,#bigdata Top Word Pairs in Tweet in G4:
[135] gt,gt [59] relationship,technology [59] technology,passion [59] passion,something [59] something,heart [59] heart,mind [59] mind,read [59] read,full [58] antgrasso,relationship [58] full,int Top Word Pairs in Tweet in G5:
[31] digital,transformation [16] discover,#5g [16] #5g,accelerate [16] accelerate,business [16] business,#digitaltransformation [16] #digitaltransformation,webinar [16] webinar,john_p_d [16] john_p_d,idc [15] learn,more [11] virtual,happy Top Word Pairs in Tweet in G6:
[52] let's,discuss [38] tech,update [38] discuss,#digitaltransformation [37] #digitaltransformation,#digitalstrategy [37] #digitalstrategy,#digitalworkplace [28] #mr,#digitaltransformation [23] #ar,#mr [19] pawlowskimario,super [19] super,cool [19] mt,alvinfoo Top Word Pairs in Tweet in G7:
[20] #machinelearning,#bigdata [18] #digitaltransformation,#machinelearning [17] #bigdata,#cybersecurity [16] #artificialintelligence,ecosystem [16] ecosystem,infrastructure [16] infrastructure,use [16] use,cases [16] cases,applications [16] applications,industry [16] companies,using Top Word Pairs in Tweet in G8:
[18] much,tech [18] tech,companies [18] companies,spend [18] spend,cloud [18] cloud,september [18] september,2020 [18] 2020,#cloud [18] #cloud,#cio [18] #cio,#digitaltransformation [18] #digitaltransformation,#technews Top Word Pairs in Tweet in G9:
[54] achievements,national [54] national,information [54] information,technology [54] technology,development [54] development,agency [54] agency,nitda [54] nitda,under [53] under,supervision [35] supervision,ministry [32] nitdanigeria,achievements Top Word Pairs in Tweet in G10:
[23] gt,gt [22] #smart,#streetlighting [22] #streetlighting,reduces [22] reduces,#energy [22] #energy,50 [22] 50,serves [22] serves,#smartcity [22] #smartcity,platform [22] platform,gt [22] gt,#infographics 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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