The graph represents a network of 667 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, 27 December 2022 at 06:15 UTC.
The requested start date was Tuesday, 27 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 17-hour, 26-minute period from Tuesday, 13 December 2022 at 01:15 UTC to Monday, 26 December 2022 at 18:41 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 : 667
Unique Edges : 784
Edges With Duplicates : 1012
Total Edges : 1796
Number of Edge Types : 5
Retweet : 254
MentionsInRetweet : 446
Mentions : 901
Replies to : 156
Tweet : 39
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0225352112676056
Reciprocated Edge Ratio : 0.0440771349862259
Connected Components : 32
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 623
Maximum Edges in a Connected Component : 1734
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.955755
Graph Density : 0.00245147696422059
Modularity : 0.454989
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 667 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, 27 December 2022 at 06:15 UTC.
The requested start date was Tuesday, 27 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 17-hour, 26-minute period from Tuesday, 13 December 2022 at 01:15 UTC to Monday, 26 December 2022 at 18:41 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:
[57] designed,built [57] semiconductor,research [57] advanced,chips [57] chips,planet [57] built,advanced [57] development,ibm [57] leader,semiconductor [57] research,development [57] ibm,designed [56] ibmresearch,leader Top Word Pairs in Tweet in G1:
[50] research,development [50] chips,planet [50] advanced,chips [50] designed,built [50] built,advanced [50] development,ibm [50] ibm,designed [50] leader,semiconductor [50] semiconductor,research [49] ibmresearch,leader Top Word Pairs in Tweet in G2:
[7] ibmresearch,ibmdata [4] ibmwatson,ibmresearch [3] ibm,ibmwatson [3] ibmcloud,ibmdeveloper [3] ibmiot,ibmnews [3] ibm,ibmresearch [3] ibmdata,ibmcloud [2] explainability,joint [2] expert,task [2] first,kind Top Word Pairs in Tweet in G3:
[45] ibmresearch,ibm [42] nationalgrid,bostondynamics [42] ibm,nationalgrid [6] ibm,ibmresearch [5] fedoner,ibmresearch [5] extreme,weather [4] windmillchemo,ibmresearch [4] child,porn [3] racism,fascism [3] fascism,qanon Top Word Pairs in Tweet in G4:
[6] harrietgreen1,ibmresearch [6] ginnirometty,voguemagazine [6] voguemagazine,arvindkrishna [6] leodicaprio,ginnirometty [6] johnmario87,winsletlately [6] kavericamire,johnmario87 [6] ibmresearch,bradley_pit [6] winsletlately,leodicaprio [6] bradley_pit,deepikapadukone [6] arvindkrishna,harrietgreen1 Top Word Pairs in Tweet in G5:
[3] ibmresearch,googleai [2] msftresearch,quantumc2t [2] quantumc2t,huawei [2] microsoft,windowsinsider [2] dwavesys,msftquantum [2] rigetti,quantumiqc [2] nvidiageforce,asus [2] amd,arm [2] googleai,rigetti [2] msftquantum,msftresearch Top Word Pairs in Tweet in G6:
[3] area,network Top Word Pairs in Tweet in G7:
[2] tornadoes,2013 [2] ef5,tornadoes [2] climate,change [2] extreme,weather [2] many,ef5 Top Word Pairs in Tweet in G8:
[7] ibm,ibmresearch [6] hired,google [4] client,management [4] tesla,#tesla [4] sales,team [4] team,sales [3] ibmresearch,ibm [3] #ibm,ibm [3] google,ibm [3] #google,#ibm Top Word Pairs in Tweet in G9:
[6] ibmresearch,qiskit [3] quantum,circuit [3] qiskit,#qiskit [2] collaborators,everyone [2] qudev,lab [2] opal,still [2] qv,ibmq_belem [2] everyone,celebrating [2] noisy,quantum [2] #quantumcomputing,#dynamicprogramming Top Word Pairs in Tweet in G10:
[31] raghuganti,ibmresearch [15] pytorch,raghuganti [12] here's,deeper [12] ibmresearch,spoke [12] spoke,scaling [12] models,pytorch [12] fsdp,ethernet [12] scaling,models [12] pytorch,fsdp [12] #pytorchconference,raghuganti 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 G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: