The graph represents a network of 994 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 February 2022 at 06:18 UTC.
The requested start date was Tuesday, 22 February 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, 21-hour, 15-minute period from Tuesday, 08 February 2022 at 02:14 UTC to Monday, 21 February 2022 at 23:30 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 : 994
Unique Edges : 1223
Edges With Duplicates : 2736
Total Edges : 3959
Number of Edge Types : 5
Mentions : 2584
Replies to : 243
Retweet : 356
MentionsInRetweet : 757
Tweet : 19
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0293440736478711
Reciprocated Edge Ratio : 0.0570150922302963
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 982
Maximum Edges in a Connected Component : 3943
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.081166
Graph Density : 0.00181248619612945
Modularity : 0.343366
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 994 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 February 2022 at 06:18 UTC.
The requested start date was Tuesday, 22 February 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, 21-hour, 15-minute period from Tuesday, 08 February 2022 at 02:14 UTC to Monday, 21 February 2022 at 23:30 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:
[66] ibm,ibmresearch [59] discovery,accelerator [56] government,quebec [52] samsung,amd [52] amd,arm [52] arm,qualcomm [52] qualcomm,dell [52] dell,nvidia [52] nvidia,nvidiageforce [52] nvidiageforce,intel Top Word Pairs in Tweet in G1:
[51] government,quebec [51] discovery,accelerator [46] partnership,government [46] quebec,ibmresearch [46] ibmresearch,launching [46] launching,4th [46] 4th,discovery [46] accelerator,1st [45] 1st,canada [32] work,ibmresearch Top Word Pairs in Tweet in G2:
[22] build,trust [22] trust,#ai [22] #ai,uncertainty [22] uncertainty,quantification [22] quantification,360 [22] 360,toolkit [22] toolkit,ibmresearch [22] ibmresearch,open [22] open,source [22] source,#python Top Word Pairs in Tweet in G3:
[54] ibm,ibmresearch [52] samsung,amd [52] amd,arm [52] arm,qualcomm [52] qualcomm,dell [52] dell,nvidia [52] nvidia,nvidiageforce [52] nvidiageforce,intel [52] intel,asus [52] asus,microsoft Top Word Pairs in Tweet in G4:
[5] piyushgoyal,nasscom [5] nasscom,debjani_ghosh_ [5] debjani_ghosh_,iitdelhi [5] iitdelhi,iitbombay [5] iitbombay,iitmadras [5] iitmadras,iitm_alumni [5] iitm_alumni,followcii [5] followcii,eu_partnerships [5] eu_partnerships,tradegovukind [5] tradegovukind,itcnews Top Word Pairs in Tweet in G5:
[21] usairforce,ibmresearch [21] ibmresearch,nsagov [19] nsagov,#awe [19] #awe,airforceone [13] ibmresearch,startrek [13] startrek,cbs [13] cbs,#dscs [12] firm,business [11] ibm,ibmpolicy [11] ibmpolicy,ibmresearch Top Word Pairs in Tweet in G6:
[3] lenovo,ibmresearch [3] #mwc2022,5gppp [3] 5gppp,i2cat [3] i2cat,nextworkssrl [3] nextworkssrl,atos [3] atos,mcamalta [3] mcamalta,altice_labs [3] altice_labs,telefonica [3] telefonica,umu [3] umu,createnet Top Word Pairs in Tweet in G7:
[3] fishing,game [3] game,nft [3] nft,fishing_crypto [3] yuchuanliu,mnoooshamnooosh [3] mnoooshamnooosh,ajjfrombierton [3] ajjfrombierton,ibmresearch [2] socitmpresident,johnwpaterson [2] johnwpaterson,rameshirugal [2] rameshirugal,yuchuanliu [2] ibmresearch,siriusedgecom Top Word Pairs in Tweet in G8:
[24] ml,research [24] research,week [24] week,googleai [24] googleai,hierarchical [24] hierarchical,transformers [24] transformers,googleai [24] googleai,hardware [24] hardware,optimized [24] optimized,nas [24] nas,ibmresearch Top Word Pairs in Tweet in G9:
[8] molecule,optimization [6] query,based [6] optimization,qmo [5] check,blogpost [5] blogpost,recent [5] recent,natmachintell [5] natmachintell,article [5] article,efficient [5] efficient,molecule [5] optimization,using Top Word Pairs in Tweet in G10:
[9] hen_str,ibmresearch [9] ibmresearch,unikonstanz [9] unikonstanz,oliverdeussen [7] happy,announce [7] announce,stay [7] stay,ibmresearch [7] ibmresearch,april [7] april,july [7] july,professor [7] professor,unikonstanz 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 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:
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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:
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Top Tweeters in G10: