The graph represents a network of 1,098 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, 14 April 2020 at 04:56 UTC.
The requested start date was Tuesday, 14 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, 41-minute period from Tuesday, 31 March 2020 at 00:07 UTC to Sunday, 12 April 2020 at 22:49 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 : 1098
Unique Edges : 1752
Edges With Duplicates : 1847
Total Edges : 3599
Number of Edge Types : 4
MentionsInRetweet : 1706
Mentions : 1674
Replies to : 171
Tweet : 48
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0284474445515911
Reciprocated Edge Ratio : 0.0553211439287389
Connected Components : 17
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 1076
Maximum Edges in a Connected Component : 3580
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.120288
Graph Density : 0.00177085045653571
Modularity : 0.421812
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 1,098 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, 14 April 2020 at 04:56 UTC.
The requested start date was Tuesday, 14 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, 41-minute period from Tuesday, 31 March 2020 at 00:07 UTC to Sunday, 12 April 2020 at 22:49 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:
[441] #mathematics,#science [441] #science,#stem [441] #stem,#physics [441] #physics,#ibmq [441] #ibmq,#ibmquantum [441] #math,scientists [441] scientists,driving [406] #ibmquantum,#cybersecurity [406] #cybersecurity,#infosec [388] thomas_harrer,#mathematics Top Word Pairs in Tweet in G1:
[56] covid,19 [54] ibm,research [51] accelerate,discovery [50] ibmresearch,ibm [49] research,sharing [49] sharing,resources [49] resources,accelerate [49] discovery,novel [49] novel,drugs [49] drugs,treat Top Word Pairs in Tweet in G2:
[431] #mathematics,#science [431] #science,#stem [431] #stem,#physics [431] #physics,#ibmq [431] #ibmq,#ibmquantum [431] #math,scientists [431] scientists,driving [396] #ibmquantum,#cybersecurity [396] #cybersecurity,#infosec [378] thomas_harrer,#mathematics Top Word Pairs in Tweet in G3:
[6] darpa,god [5] ilhanmn,thehill [5] thehill,wired [5] wired,mitochondria [5] mitochondria,honorsociety [5] honorsociety,americanmensa [5] americanmensa,periodictables [5] periodictables,katyperry [5] katyperry,maternityaction [5] maternityaction,appletv Top Word Pairs in Tweet in G4:
[15] ibmresearch,ibmnews [12] meetthepress,stevefda [12] stevefda,davidnabarro [12] davidnabarro,vinguptamd [12] vinguptamd,cocoapolice [12] cocoapolice,palmbaypd [12] palmbaypd,brevardsheriff [12] brevardsheriff,bcfrems [12] bcfrems,florida_today [12] florida_today,florian_krammer Top Word Pairs in Tweet in G5:
[40] more,proud [40] proud,more [40] more,hopeful [40] hopeful,today [40] today,team [40] team,ibmresearch [40] ibmresearch,together [40] together,little [40] little,piece [40] piece,#ai Top Word Pairs in Tweet in G6:
[7] covid,19 [7] inside,story [6] ibm,ibmresearch [6] story,ibm [6] ibm,google [6] google,amazon [6] amazon,microsoft [6] microsoft,tech [6] tech,giants [6] giants,put Top Word Pairs in Tweet in G7:
[25] proud,ibmresearch [25] ibmresearch,team [25] team,india [25] india,we've [25] we've,launchd [25] launchd,ibmwatson [25] ibmwatson,assistant [25] assistant,citizens [25] citizens,trained [25] trained,answer Top Word Pairs in Tweet in G8:
[12] dariogila,director [11] director,ibmresearch [10] treat,covid [10] covid,19 [10] #covid19,hpc [10] hpc,consortium [9] weeks,#covid19 [9] consortium,launched [9] launched,we've [9] we've,added Top Word Pairs in Tweet in G9:
[2] #energynews,#energyefficiency [2] #energyefficiency,#knowledge [2] #knowledge,#innovation [2] #innovation,elonmusk [2] elonmusk,arpae [2] arpae,#industry40 [2] #industry40,#smartcity [2] #smartcity,#lifegoals [2] #lifegoals,cityresilience Top Word Pairs in Tweet in G10:
[7] read,more [7] more,hiring [7] hiring,iqm [7] iqm,germany [7] germany,meetiqm [7] meetiqm,opensuperq [7] opensuperq,aqtion_eu [7] aqtion_eu,heiqusim [6] protocol,identifies [6] identifies,fascinating Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G10: