The graph represents a network of 762 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, 16 August 2022 at 05:15 UTC.
The requested start date was Tuesday, 16 August 2022 at 00:01 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, 20-hour, 21-minute period from Tuesday, 02 August 2022 at 02:30 UTC to Monday, 15 August 2022 at 22:52 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 : 762
Unique Edges : 979
Edges With Duplicates : 1429
Total Edges : 2408
Number of Edge Types : 5
Retweet : 364
MentionsInRetweet : 818
Replies to : 90
Mentions : 1116
Tweet : 20
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.039426523297491
Reciprocated Edge Ratio : 0.0758620689655172
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 754
Maximum Edges in a Connected Component : 2397
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.994887
Graph Density : 0.00250050872418871
Modularity : 0.440148
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 762 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, 16 August 2022 at 05:15 UTC.
The requested start date was Tuesday, 16 August 2022 at 00:01 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, 20-hour, 21-minute period from Tuesday, 02 August 2022 at 02:30 UTC to Monday, 15 August 2022 at 22:52 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:
[92] increasingly,digital [92] digital,infusion [92] ll,see [92] see,accelerated [58] #futureofwork,increasingly [58] infusion,#ai [58] #ai,#automation [57] haroldsinnott,#futureofwork [44] quantum,safe [44] dariogila,depsecgraves Top Word Pairs in Tweet in G1:
[39] quantum,safe [38] safe,cryptography [36] time,industry [36] industry,adopt [36] adopt,today [36] today,ibm [36] ibm,offers [36] offers,services [36] services,clients [36] ibmresearch,quantum Top Word Pairs in Tweet in G2:
[21] sixfivepodcast,road [21] road,albany [20] #chipsact,special [15] albany,nanotech [14] last,week [13] special,last [13] week,patrickmoorhead [13] patrickmoorhead,took [13] took,sixfivepodcast [13] albany,sat Top Word Pairs in Tweet in G3:
[6] nasa_supercomp,expertincluded [5] video,youtube [4] expertincluded,hpcgarage [4] official,video [3] ibmresearch,expertincluded [2] rogue,traders [2] ibmresearch,ncrcorporation [2] bangles,walk [2] walk,egyptian [2] egyptian,official Top Word Pairs in Tweet in G4:
[53] #futureofwork,increasingly [53] increasingly,digital [53] digital,infusion [53] infusion,#ai [53] #ai,#automation [53] ll,see [53] see,accelerated [52] haroldsinnott,#futureofwork [31] #automation,ll [31] accelerated,ado Top Word Pairs in Tweet in G5:
[42] dariogila,depsecgraves [35] ibmresearch,icymi [35] icymi,watch [35] watch,dariogila [35] depsecgraves,conversation [35] conversation,punchbowlnews [35] punchbowlnews,importance [35] importance,passing [32] passing,#chipsacâ [7] ibmresearch,dariogila Top Word Pairs in Tweet in G6:
[5] cryogenic,cmos [5] cmos,technology [5] technology,cusp [5] cusp,promising [5] promising,higher [5] higher,performance [5] performance,lower [5] lower,power [5] power,change [5] change,fabrication Top Word Pairs in Tweet in G7:
[9] ibmresearch,ibm [8] ibm,ibmresearch [5] jainend06151357,ibm [5] ibm,ibmdeveloper [5] ibmdeveloper,ibmresearch [5] ibmresearch,anand [5] anand,nagaich [5] nagaich,employee [5] employee,gurgaon [5] gurgaon,ibm Top Word Pairs in Tweet in G8:
[11] ginnirometty,arvindkrishna [9] voguemagazine,ginnirometty [7] kavericamire,johnmario87 [6] kavericamire,voguemagazine [6] arvindkrishna,harrietgreen1 [5] arvindkrishna,ginnirometty [4] ibmresearch,bradleypitt37 [4] johnmario87,kavericamire [4] bradleypitt37,angelinajolieph [4] ginnirometty,ibmresearch Top Word Pairs in Tweet in G9:
[6] ibmresearch,publishes [6] publishes,study [6] study,testing [6] testing,adversarial [6] adversarial,robustness [6] robustness,algorithms [6] algorithms,base [6] base,forecast [6] forecast,part [5] ibmdata,ibmresearch Top Word Pairs in Tweet in G10:
[5] #quantum,industry [5] industry,day [5] day,switzerland [5] switzerland,back [5] back,person [5] person,year [5] year,oct [5] oct,4th [5] 4th,technopark [5] technopark,zurich Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: