The graph represents a network of 1,180 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, 30 June 2020 at 05:04 UTC.
The requested start date was Tuesday, 30 June 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, 3-hour, 36-minute period from Tuesday, 16 June 2020 at 00:39 UTC to Monday, 29 June 2020 at 04:16 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 : 1180
Unique Edges : 1564
Edges With Duplicates : 2252
Total Edges : 3816
Number of Edge Types : 5
Replies to : 121
Mentions : 1469
MentionsInRetweet : 1543
Retweet : 652
Tweet : 31
Self-Loops : 49
Reciprocated Vertex Pair Ratio : 0.0308719232373801
Reciprocated Edge Ratio : 0.0598947794415216
Connected Components : 17
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 1152
Maximum Edges in a Connected Component : 3772
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.185044
Graph Density : 0.00177613892842254
Modularity : 0.473979
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,180 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, 30 June 2020 at 05:04 UTC.
The requested start date was Tuesday, 30 June 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, 3-hour, 36-minute period from Tuesday, 16 June 2020 at 00:39 UTC to Monday, 29 June 2020 at 04:16 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:
[85] ibm,research [74] dario,gil [66] national,science [66] science,board [63] machine,learning [62] dr,dario [62] member,national [59] happy,announce [59] announce,ibm [59] research,director Top Word Pairs in Tweet in G1:
[68] dario,gil [63] ibm,research [61] national,science [61] science,board [57] dr,dario [57] member,national [54] happy,announce [54] announce,ibm [54] research,director [54] director,dr Top Word Pairs in Tweet in G2:
[5] encourage,everyone [5] everyone,take [5] take,initiative [5] initiative,learn [5] learn,more [5] more,deep [5] deep,tech [5] tech,topics [5] topics,artificial [5] artificial,intelligence Top Word Pairs in Tweet in G3:
[32] dariogila,director [24] potenze,calcolo [24] calcolo,esponenziali [23] director,ibmresearch [22] dariogila,ibmresearch [21] #ciencia,revolucione [21] revolucione,política [21] política,reflexiones [21] reflexiones,yusterafa [21] yusterafa,columbia_ntc Top Word Pairs in Tweet in G4:
[7] passionnante,explication [7] explication,vperrin [7] vperrin,projet [7] projet,debater [7] debater,d'ibm [7] d'ibm,#nlp [7] #nlp,comment [7] comment,recherche [7] recherche,aide [7] aide,améliorer Top Word Pairs in Tweet in G5:
[39] vilakazi,instrumental [39] instrumental,ensuring [39] ensuring,witsuniversity [39] witsuniversity,became [39] became,first [39] first,university [39] university,africa [39] africa,partner [38] wits_news,vilakazi [38] partner,ibmresearc Top Word Pairs in Tweet in G6:
[37] machine,learning [21] learning,quantum [20] quantum,simulation [20] simulation,back [20] back,monday [20] monday,30am [20] 30am,edt [20] edt,learning [20] learning,neural [20] neural,tensor Top Word Pairs in Tweet in G7:
[6] well,deserved [5] awesome,news [5] news,meetiqm [5] meetiqm,high [5] high,success [5] success,frequency [5] frequency,keep [5] keep,watching [5] watching,stars [5] stars,placing Top Word Pairs in Tweet in G8:
[5] compworldindia,ibmresearch [4] tcs,wipro [4] wipro,infosys [4] infosys,hcltech [4] hcltech,capgeminiindia [4] capgeminiindia,cognizantindia [4] cognizantindia,mindtree_ltd [4] mindtree_ltd,nasscom [4] nasscom,compworldindia [4] ibmresearch,ibmindiajobs Top Word Pairs in Tweet in G9:
[3] vishnuganti,unity3d [3] unity3d,danmillerdev [3] danmillerdev,magicleap [3] magicleap,fauscience [3] fauscience,tedxbocaraton [3] tedxbocaraton,researchparkfau [3] researchparkfau,faupresident [3] faupresident,faunewsdesk [2] pravvy,vishnuganti [2] faunewsdesk,jennifer Top Word Pairs in Tweet in G10:
[6] nice,article [6] article,emcconover [6] emcconover,#quantum [6] #quantum,#error [6] #error,#correction [6] #correction,sciencenews [6] sciencenews,available [6] available,online [6] online,look [5] qudev,nice 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 G8:
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: