The graph represents a network of 1,210 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, 07 April 2020 at 04:55 UTC.
The requested start date was Tuesday, 07 April 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 12-day, 22-hour, 53-minute period from Tuesday, 24 March 2020 at 04:42 UTC to Monday, 06 April 2020 at 03:36 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 : 1210
Unique Edges : 1837
Edges With Duplicates : 1946
Total Edges : 3783
Number of Edge Types : 4
MentionsInRetweet : 1901
Mentions : 1661
Replies to : 177
Tweet : 44
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0.0289532293986637
Reciprocated Edge Ratio : 0.0562770562770563
Connected Components : 13
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 1195
Maximum Edges in a Connected Component : 3770
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.132851
Graph Density : 0.00157906609519513
Modularity : 0.452842
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,210 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, 07 April 2020 at 04:55 UTC.
The requested start date was Tuesday, 07 April 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 12-day, 22-hour, 53-minute period from Tuesday, 24 March 2020 at 04:42 UTC to Monday, 06 April 2020 at 03:36 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:
[505] #mathematics,#science [505] #science,#stem [505] #stem,#physics [505] #physics,#ibmq [505] #ibmq,#ibmquantum [505] #math,scientists [505] scientists,driving [415] #ibmquantum,#cybersecurity [415] #cybersecurity,#infosec [392] thomas_harrer,#mathematics Top Word Pairs in Tweet in G1:
[70] ibmresearch,ibm [53] ibm,research [46] covid,19 [43] accelerate,discovery [42] research,sharing [42] sharing,resources [42] resources,accelerate [42] discovery,novel [42] novel,drugs [42] drugs,treat Top Word Pairs in Tweet in G2:
[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 [9] kenyoshidaceo,sony_ceo Top Word Pairs in Tweet in G3:
[38] more,proud [38] proud,more [38] more,hopeful [38] hopeful,today [38] today,team [38] team,ibmresearch [38] ibmresearch,together [38] together,little [38] little,piece [38] piece,#ai Top Word Pairs in Tweet in G4:
[505] #mathematics,#science [505] #science,#stem [505] #stem,#physics [505] #physics,#ibmq [505] #ibmq,#ibmquantum [505] #math,scientists [505] scientists,driving [415] #ibmquantum,#cybersecurity [415] #cybersecurity,#infosec [392] thomas_harrer,#mathematics Top Word Pairs in Tweet in G5:
[7] dap,dap [7] quantum,computing [7] computing,system [4] simonlporter,theibmmspteam [3] ibmdeveloper,ibmresearch [3] please,help [3] help,world [2] nhsx,dap [2] hand,over [2] theibmmspteam,ibmresearch Top Word Pairs in Tweet in G6:
[16] supercomputers,working [16] working,fight [16] fight,#coronavirus [16] #coronavirus,pandemic [16] pandemic,cnbc [14] #ibm's,supercomputers [14] cnbc,dariogila [13] decollanz,#ibm's [13] dariogila,ibmresea [12] fight,#covid19 Top Word Pairs in Tweet in G7:
[20] ibmwatson,assistant [20] assistant,citizens [18] proud,ibmresearch [18] ibmresearch,team [18] team,india [18] india,we've [18] we've,launchd [18] launchd,ibmwatson [18] citizens,trained [18] trained,answer Top Word Pairs in Tweet in G8:
[40] lizgoodale,aslavitt [28] analytic,pandemic [28] pandemic,modeling [21] aslavitt,never [21] never,forget [21] forget,12 [21] 12,years [21] years,ago [21] ago,attending [21] attending,briefing Top Word Pairs in Tweet in G9:
[19] #bigdata,reveal [19] reveal,cancer [19] cancer,therapies [19] therapies,fail [19] fail,nicholasgfearn [19] nicholasgfearn,forbes [19] forbes,go [19] go,#ai [18] ronald_vanloon,#bigdata [18] #ai,#machineâ 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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