The graph represents a network of 1,217 Twitter users whose tweets in the requested range contained "ibmresearch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 04:55 UTC.
The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 14-hour, 54-minute period from Tuesday, 17 March 2020 at 01:18 UTC to Monday, 30 March 2020 at 16:12 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 : 1217
Unique Edges : 1858
Edges With Duplicates : 1980
Total Edges : 3838
Number of Edge Types : 4
Replies to : 154
Mentions : 1966
MentionsInRetweet : 1678
Tweet : 40
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.0225890529973936
Reciprocated Edge Ratio : 0.0441801189464741
Connected Components : 15
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1183
Maximum Edges in a Connected Component : 3804
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.313143
Graph Density : 0.00159067811270164
Modularity : 0.478943
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 1,217 Twitter users whose tweets in the requested range contained "ibmresearch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 04:55 UTC.
The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 14-hour, 54-minute period from Tuesday, 17 March 2020 at 01:18 UTC to Monday, 30 March 2020 at 16:12 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 : ibmresearch
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:
[404] #ibmq,#ibmquantum [402] #mathematics,#science [402] #science,#stem [402] #stem,#physics [402] #physics,#ibmq [402] #math,scientists [396] scientists,driving [294] #ibmquantum,#cybersecurity [294] #infosec,#math [281] #cybersecurity,#infosec Top Word Pairs in Tweet in G1:
[49] ibmresearch,ibm [47] fight,#covid19 [46] ibm,stands [46] stands,#newyork [46] #newyork,fight [46] #covid19,supercomputers [46] supercomputers,designed [46] designed,developed [46] developed,state [46] state,thanks Top Word Pairs in Tweet in G2:
[10] kenyoshidaceo,sony_ceo [9] austinnotduncan,fbi [9] fbi,leodicaprio [9] leodicaprio,googledrive [9] googledrive,arcyber [9] arcyber,amd [9] amd,cerny [9] cerny,amdgaming [9] amdgaming,gibiz [9] gibiz,kenyoshidaceo Top Word Pairs in Tweet in G3:
[404] #ibmq,#ibmquantum [402] #mathematics,#science [402] #science,#stem [402] #stem,#physics [402] #physics,#ibmq [402] #math,scientists [390] scientists,driving [294] #ibmquantum,#cybersecurity [294] #infosec,#math [281] #cybersecurity,#infosec Top Word Pairs in Tweet in G4:
[7] quantum,computing [7] computing,system [5] andyfidel_,socialvrchat [5] socialvrchat,microsoft [5] microsoft,adobe [5] adobe,google [5] google,ibmresearch [5] ibmresearch,vrarasummit [5] vrarasummit,collisionhq [5] collisionhq,xbox Top Word Pairs in Tweet in G5:
[5] elonmusk,arpae [3] #energynews,#energyefficiency [3] #energyefficiency,#knowledge [3] #knowledge,#innovation [3] #innovation,elonmusk [3] arpae,#industry40 [3] #industry40,#smartcity [3] #smartcity,#lifegoals [3] #lifegoals,cityresilience [3] ibmresearch,googleai Top Word Pairs in Tweet in G6:
[17] fight,#coronavirus [16] supercomputers,working [16] working,fight [16] #coronavirus,pandemic [16] pandemic,cnbc [14] #ibm's,supercomputers [14] cnbc,dariogila [13] decollanz,#ibm's [13] dariogila,ibmresea [8] fight,#covid19 Top Word Pairs in Tweet in G7:
[3] wonder,ibm [3] ibm,stands [3] stands,american [3] american,workers [3] workers,doubtful [3] doubtful,sound [3] sound,layoffs [3] layoffs,coming [3] coming,americans [3] americans,#h1b Top Word Pairs in Tweet in G8:
[4] microsoftindia,sapindia [4] sapindia,mphasis [4] mphasis,cyient [4] cyient,roltatech [3] ibmresearch,ibmindiajobs [3] ibmindiajobs,microsoftindia [3] roltatech,timesofindia [2] timesofindia,the_hindu [2] the_hindu,httweets [2] httweets,ndtv Top Word Pairs in Tweet in G9:
[15] few,hours [15] hours,join [15] join,free [15] free,virtual [15] virtual,learning [15] learning,event [15] event,focusing [15] focusing,upcoming [15] upcoming,commercial [15] commercial,release Top Word Pairs in Tweet in G10:
[17] know,ibmcommunity [17] ibmcommunity,25 [17] 25,free [17] free,webinars [17] webinars,lined [17] lined,next [17] next,weeks [17] weeks,plus [17] plus,100s [17] 100s,demand 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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