The graph represents a network of 1,530 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, 01 June 2021 at 05:01 UTC.
The requested start date was Tuesday, 01 June 2021 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, 52-minute period from Tuesday, 18 May 2021 at 02:06 UTC to Monday, 31 May 2021 at 23:59 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 : 1530
Unique Edges : 2100
Edges With Duplicates : 3360
Total Edges : 5460
Number of Edge Types : 5
Retweet : 944
MentionsInRetweet : 2135
Mentions : 2122
Replies to : 214
Tweet : 45
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0422535211267606
Reciprocated Edge Ratio : 0.0810810810810811
Connected Components : 19
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 1502
Maximum Edges in a Connected Component : 5422
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.115222
Graph Density : 0.00139182771429915
Modularity : 0.438478
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,530 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, 01 June 2021 at 05:01 UTC.
The requested start date was Tuesday, 01 June 2021 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, 52-minute period from Tuesday, 18 May 2021 at 02:06 UTC to Monday, 31 May 2021 at 23:59 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:
[126] ibm,research [110] svp,director [110] director,ibm [108] place,ibm [105] gil,svp [103] join,dario [103] dario,gil [102] research,show [102] show,26 [102] 26,12pm Top Word Pairs in Tweet in G1:
[95] ibm,research [92] breaking,millisecond [92] millisecond,barrier [92] barrier,single [92] single,junction [92] junction,transmon [92] transmon,ibmresearch [91] jaygambetta,breaking [89] svp,director [89] director,ibm Top Word Pairs in Tweet in G2:
[35] ralph,gomory [26] congratulations,ralph [25] vannevar,bush [23] bush,award [22] gomory,winning [22] winning,nsf_nsb [22] nsf_nsb,prestigious [22] prestigious,vannevar [22] award,under [22] under,leadership Top Word Pairs in Tweet in G3:
[36] fgctweets,#iitmadras [35] ibmresearch,india [28] #quantumcomputing,education [25] gdasguptab,eduminofindia [24] education,research [22] premier,institutes [21] iitmadras,ibmresearch [21] research,iitmadras [21] #100daysofcode,#quantumcomputing [21] #quantumcomputing,blueqat_sdk Top Word Pairs in Tweet in G4:
[16] ibm,ibmresearch [9] microsoft,ibm [9] nvidia,nvidiageforce [8] scalibbdp,samsung [8] samsung,amd [8] amd,arm [8] arm,qualcomm [8] qualcomm,dell [8] dell,nvidia [8] nvidiageforce,intel Top Word Pairs in Tweet in G5:
[2] iamspecialized,interbike [2] interbike,weatherchannel [2] weatherchannel,#mines [2] #mines,nws [2] nws,educationweek [2] educationweek,#math [2] #math,aoc [2] aoc,#climateaction [2] #climateaction,xgames [2] xgames,#milespergallon Top Word Pairs in Tweet in G6:
[18] ucddublin,ibmresearch [14] digital,surgery [12] great,disruptiveei [12] disruptiveei,funded [12] funded,innovation [12] innovation,ucddublin [12] ibmresearch,using [12] using,#ai [12] #ai,removal [12] removal,tumours Top Word Pairs in Tweet in G7:
[9] monitoring,nanoscopic [9] nanoscopic,charge [9] charge,fluctuations [9] fluctuations,single [9] single,molecules [9] molecules,great [9] great,collaboration [8] sandoghdarlab,monitoring [8] collaboration,fr [8] qudev,lab Top Word Pairs in Tweet in G8:
[25] excited,share [25] share,latest [25] latest,preprint [25] preprint,leveraging [25] leveraging,machine [25] machine,learning [25] learning,more [25] more,sustainable [25] sustainable,catalysis [25] catalysis,chemical Top Word Pairs in Tweet in G9:
[16] bias,ai [15] read,#ibmpolicylab's [15] #ibmpolicylab's,latest [15] latest,pov [15] pov,mitigating [15] mitigating,bias [15] ai,anjelicadortch [15] anjelicadortch,ibmresearch's [15] ibmresearch's,stacyhobson5 [14] ibmpolicy,read Top Word Pairs in Tweet in G10:
[7] fantastic,kick [7] kick,meeting [7] meeting,week [7] week,seuro [7] seuro,consortium [7] consortium,excited [7] excited,advance [7] advance,work [7] work,proact2020 [7] proact2020,more Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: