The graph represents a network of 764 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, 22 March 2022 at 05:17 UTC.
The requested start date was Tuesday, 22 March 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, 21-hour, 19-minute period from Tuesday, 08 March 2022 at 00:13 UTC to Monday, 21 March 2022 at 21:32 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 : 764
Unique Edges : 940
Edges With Duplicates : 2908
Total Edges : 3848
Number of Edge Types : 5
Retweet : 341
MentionsInRetweet : 791
Mentions : 2524
Replies to : 163
Tweet : 29
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.0302178496134926
Reciprocated Edge Ratio : 0.0586630286493861
Connected Components : 9
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 756
Maximum Edges in a Connected Component : 3838
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.112663
Graph Density : 0.00251487308982866
Modularity : 0.291834
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 764 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, 22 March 2022 at 05:17 UTC.
The requested start date was Tuesday, 22 March 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, 21-hour, 19-minute period from Tuesday, 08 March 2022 at 00:13 UTC to Monday, 21 March 2022 at 21:32 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:
[89] ibm,ibmresearch [69] samsung,amd [69] amd,arm [69] arm,qualcomm [69] qualcomm,dell [69] dell,nvidia [69] nvidia,nvidiageforce [69] nvidiageforce,intel [69] intel,asus [69] asus,microsoft Top Word Pairs in Tweet in G1:
[26] open,source [24] ibm,gt4sd [24] gt4sd,open [24] source,library [24] library,offering [24] offering,state [24] state,art [24] art,generative [24] generative,modeling [24] modeling,algorithms Top Word Pairs in Tweet in G2:
[18] ibm,ibmresearch [12] honored,highlighted [12] highlighted,ibm [12] ibmresearch,innovation [12] innovation,stories [12] stories,research [12] research,vision [12] vision,#ai [12] #ai,#robustness [11] pinyuchentw,honored Top Word Pairs in Tweet in G3:
[69] samsung,amd [69] amd,arm [69] arm,qualcomm [69] qualcomm,dell [69] dell,nvidia [69] nvidia,nvidiageforce [69] nvidiageforce,intel [69] intel,asus [69] asus,microsoft [69] microsoft,windowsinsider Top Word Pairs in Tweet in G4:
[9] kudos,whole [9] whole,ibmresearch [9] ibmresearch,extended [9] extended,team [9] team,made [9] made,possible [9] possible,learn [9] learn,more [9] more,research [9] research,blog Top Word Pairs in Tweet in G5:
[3] shijoliepitt,voguemagazine [3] beyonce,drbiden [3] joebiden,michelleobama [2] angelinajolieph,bradleypitt37 [2] voguemagazine,kavericamire [2] kavericamire,burncard53 [2] burncard53,ibmresearch [2] ginnirometty,arvindkrishna [2] drbiden,joebiden [2] michelleobama,barackobama Top Word Pairs in Tweet in G6:
[5] googlequantumai,ibmresearch [4] ibmresearch,qciquantum [4] qciquantum,xanaduai [4] xanaduai,azure [4] azure,dwavesys [3] frronconi,hivesystems [3] hivesystems,chboursin [3] chboursin,joannmoretti [3] joannmoretti,mvollmer1 [3] mvollmer1,labordeolivier Top Word Pairs in Tweet in G7:
[4] share,knowledge [3] ai,radiology [3] radiology,ibmresearch [3] ibmresearch,ibmwatson [3] ibmwatson,ibmdata [3] ibmdata,butterflynetinc [3] butterflynetinc,zebra_medical [3] zebra_medical,aidocmed [3] aidocmed,kheironmedical [3] kheironmedical,nines1ace Top Word Pairs in Tweet in G8:
[12] ibmresearch,today [12] today,naturecomms [12] naturecomms,research [12] research,ibm [12] ibm,jdrf [12] jdrf,academic [12] academic,partners [12] partners,including [12] including,lunduniversi [11] springernature,naturecomms Top Word Pairs in Tweet in G9:
[19] airbusdefence,usairforce [17] nasa,ibmresearch [15] dude,airways [14] usairforce,nasa [14] ibmresearch,dude [13] usairforce,ibmresearch [13] ibmresearch,nsagov [8] nsagov,#awe [7] boeing,usairforce [5] nsagov,discovery Top Word Pairs in Tweet in G10:
[6] first,atomic [6] atomic,resolution [6] resolution,images [6] images,extraterrestrial [6] extraterrestrial,organic [6] organic,molecules [6] molecules,resolved [6] resolved,atomic [6] atomic,force [6] force,microscopy Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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:
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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:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: