The graph represents a network of 6,109 Twitter users whose recent tweets contained "#Think2020", 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 Thursday, 07 May 2020 at 16:39 UTC.
The tweets in the network were tweeted over the 5-day, 9-hour, 49-minute period from Saturday, 02 May 2020 at 06:12 UTC to Thursday, 07 May 2020 at 16:02 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 : 6109
Unique Edges : 19599
Edges With Duplicates : 25128
Total Edges : 44727
Number of Edge Types : 5
Retweet : 12322
Replies to : 873
MentionsInRetweet : 21982
Mentions : 6885
Tweet : 2665
Self-Loops : 2912
Reciprocated Vertex Pair Ratio : 0.0199624637433885
Reciprocated Edge Ratio : 0.0391435262629642
Connected Components : 555
Single-Vertex Connected Components : 478
Maximum Vertices in a Connected Component : 5408
Maximum Edges in a Connected Component : 43839
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.597357
Graph Density : 0.000640835775059139
Modularity : 0.324297
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 6,109 Twitter users whose recent tweets contained "#Think2020", 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 Thursday, 07 May 2020 at 16:39 UTC.
The tweets in the network were tweeted over the 5-day, 9-hour, 49-minute period from Saturday, 02 May 2020 at 06:12 UTC to Thursday, 07 May 2020 at 16:02 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 : #Think2020
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1145] digital,event [1117] #think2020,ibm [1102] #smm,#defstar5 [931] #smm,#seo [927] ibm,#think2020 [919] #think2020,#ibm [882] #ibm,#think2020 [867] ceo,arvindkrishna [821] ibm,ceo [760] #defstar5,#mpgvip Top Word Pairs in Tweet in G1:
[262] covid,19 [250] #think2020,ibm [248] digital,event [232] ibm,#think2020 [175] open,tech [171] ginni,rometty [155] think,digital [133] executive,chairman [126] let's,thinking [124] recovery,transformation Top Word Pairs in Tweet in G2:
[333] ibm,#think2020 [330] #think2020,ibm [317] ibm,ceo [266] digital,event [247] #think2020,digital [223] covid,19 [205] ceo,arvindkrishna [172] digital,transformation [147] ceo,ibm [141] today,#think2020 Top Word Pairs in Tweet in G3:
[237] ceo,arvindkrishna [195] ibm,ceo [164] digital,event [157] #think2020,ibm [135] ibm,#think2020 [124] few,hours [124] insights,using [124] using,tech [121] rajeevronanki,robdthomas [121] robdthomas,levie Top Word Pairs in Tweet in G4:
[1082] #smm,#defstar5 [914] #smm,#seo [738] #defstar5,#mpgvip [715] thomas_harrer,#ibm [646] #think2020,#ibm [640] #defstar5,#makeyourownlane [602] thomas_harrer,#ibmer [588] #mpgvip,#defstar5 [580] #ibmer,#cto [509] #ibm,#think2020 Top Word Pairs in Tweet in G5:
[55] #think2020,digital [43] #ibm,#think2020 [38] #think2020,#ibm [37] digital,event [32] ibm,#think2020 [26] digital,experience [25] event,experience [24] ibm,think [23] join,#think2020 [23] think,digital Top Word Pairs in Tweet in G6:
[732] #fase3,#coronavirus [732] #volveremosmexico,#covidー19 [732] #covidー19,#think2020 [726] #think2020,#5mayo [406] #felizmartes,#5demayo [402] #sntesalud,#fase3 [402] #coronavirus,#covid19 [402] #5demayo,#comunidadpoderosa [402] #comunidadpoderosa,#volveremosmexico [398] #covid19,alto Top Word Pairs in Tweet in G7:
[20] #think2020,#unitednotdivided [12] davechappelle,trvisxx [11] mr,president [11] #think2020,#why [10] correctly,count [7] kingjames,trvisxx [7] elonmusk,ussupremecourt [6] elonmusk,kingjames [6] barackobama,davechappelle [6] trvisxx,kingjames Top Word Pairs in Tweet in G8:
[47] learn,more [34] ibm,cloud [27] cloud,satellite [27] check,session [24] #think2020,virtual [18] virtual,experience [17] more,#ibmcloudsatellite [17] #ibmcloudsatellite,#think2020 [17] #think2020,check [17] session,franklybriana Top Word Pairs in Tweet in G9:
[20] week,ago [20] ago,michaellebor [20] michaellebor,filmed [20] filmed,stream [20] stream,consciousness [20] consciousness,ish [20] ish,talk [20] talk,gave [20] gave,around [20] around,home Top Word Pairs in Tweet in G10:
[65] coming,morningsmaria [65] morningsmaria,foxbusiness [65] foxbusiness,#exclusive [65] #exclusive,ibm [65] ibm,ceo [65] ceo,arvindkrishna [65] arvindkrishna,#ibmcloud [65] #ibmcloud,#ibm [65] #ibm,#think2020 [65] #think2020,join Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G10: