The graph represents a network of 1,009 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, 21 April 2020 at 05:04 UTC.
The requested start date was Tuesday, 21 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 13-day, 4-hour, 21-minute period from Tuesday, 07 April 2020 at 01:24 UTC to Monday, 20 April 2020 at 05:45 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 : 1009
Unique Edges : 1248
Edges With Duplicates : 2331
Total Edges : 3579
Number of Edge Types : 5
Replies to : 205
Mentions : 1798
Retweet : 550
MentionsInRetweet : 1001
Tweet : 25
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.0238888888888889
Reciprocated Edge Ratio : 0.0466630493760174
Connected Components : 13
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 989
Maximum Edges in a Connected Component : 3553
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.383738
Graph Density : 0.00181206443594947
Modularity : 0.398401
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 1,009 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, 21 April 2020 at 05:04 UTC.
The requested start date was Tuesday, 21 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 13-day, 4-hour, 21-minute period from Tuesday, 07 April 2020 at 01:24 UTC to Monday, 20 April 2020 at 05:45 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:
[183] #mathematics,#science [183] #science,#stem [183] #stem,#physics [183] #physics,#ibmq [183] #ibmq,#ibmquantum [183] #ibmquantum,#cybersecurity [183] #cybersecurity,#infosec [183] #infosec,#math [183] #math,scientists [183] scientists,driving Top Word Pairs in Tweet in G1:
[17] covid,19 [16] ibmresearch,ibmwatsonhealth [16] accelerate,#covid19 [15] ibm,ibmresearch [15] ibmwatsonhealth,opens [15] opens,#informatics [15] #informatics,toolkit [15] toolkit,accelerate [15] #covid19,research [15] research,drug Top Word Pairs in Tweet in G2:
[177] #mathematics,#science [177] #science,#stem [177] #stem,#physics [177] #physics,#ibmq [177] #ibmq,#ibmquantum [177] #ibmquantum,#cybersecurity [177] #cybersecurity,#infosec [177] #infosec,#math [177] #math,scientists [177] scientists,driving Top Word Pairs in Tweet in G3:
[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 [5] appletv,homebeforedark Top Word Pairs in Tweet in G4:
[13] ibmsecurity,ibmresearch [13] 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 Top Word Pairs in Tweet in G5:
[10] ibmresearch,ibmcloud [10] ibmcloud,ibm [8] saurabhjha2010,ibmresearch [7] team,yamagata [7] yamagata,university [7] university,ibmresearch [7] ibmresearch,used [7] used,deep [7] deep,learning [7] learning,help Top Word Pairs in Tweet in G6:
[9] ibm,ibmresearch [9] microsoft,ibm [8] scalibbdp,samsung [8] samsung,amd [8] amd,arm [8] arm,qualcomm [8] qualcomm,dell [8] dell,nvidia [8] nvidia,intel [8] intel,asus Top Word Pairs in Tweet in G7:
[9] interested,combining [9] combining,#optimalcontrol [9] #optimalcontrol,#superconducting [9] #superconducting,qubits [9] qubits,here's [9] here's,simple [9] simple,example [9] example,combining [9] combining,tensorflow [8] mjbiercuk,interested Top Word Pairs in Tweet in G8:
[2] #techforgood,#ai [2] #ai,#robots [2] #robots,upgrade [2] upgrade,skills [2] skills,idrissaberkane [2] idrissaberkane,fsantisteban [2] fsantisteban,dr_l_alexandre [2] dr_l_alexandre,work [2] #energynews,#energyefficiency [2] #energyefficiency,#knowledge Top Word Pairs in Tweet in G9:
[54] 000,000 [18] name,calx [18] calx,calamp [18] calamp,supply [18] supply,000 [18] 000,symbol [18] symbol,cax [18] cax,rules [18] rules,follow [18] follow,retweet Top Word Pairs in Tweet in G10:
[6] protocol,uses [6] uses,results [6] results,random [6] random,quantum [6] quantum,measurements [6] measurements,distinguish [6] distinguish,between [6] between,different [6] different,topological [6] topological,phases Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: