The graph represents a network of 707 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 February 2022 at 06:17 UTC.
The requested start date was Tuesday, 01 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, 1-minute period from Tuesday, 18 January 2022 at 02:59 UTC to Tuesday, 01 February 2022 at 00:00 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 : 707
Unique Edges : 862
Edges With Duplicates : 947
Total Edges : 1809
Number of Edge Types : 5
Retweet : 271
MentionsInRetweet : 597
Mentions : 806
Tweet : 18
Replies to : 117
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0339847068819031
Reciprocated Edge Ratio : 0.0657354149548069
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 700
Maximum Edges in a Connected Component : 1799
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.122064
Graph Density : 0.00243818392361292
Modularity : 0.485866
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 707 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 February 2022 at 06:17 UTC.
The requested start date was Tuesday, 01 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, 1-minute period from Tuesday, 18 January 2022 at 02:59 UTC to Tuesday, 01 February 2022 at 00:00 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:
[40] 20,years [38] years,factored [38] factored,quantum [38] quantum,hardware [38] hardware,20th [38] 20th,anniversary [38] anniversary,first [38] first,published [37] ibmresearch,20 [37] published,exp Top Word Pairs in Tweet in G1:
[37] 20,years [35] years,factored [35] factored,quantum [35] quantum,hardware [35] hardware,20th [35] 20th,anniversary [35] anniversary,first [35] first,published [34] ibmresearch,20 [34] published,exp Top Word Pairs in Tweet in G2:
[18] codeflare,time [18] time,takes [18] takes,train [18] train,ai [18] ai,system [18] system,drop [18] drop,weeks [18] weeks,single [18] single,day [18] day,ibmresearch Top Word Pairs in Tweet in G3:
[10] ibm,ibmresearch [9] introducing,equity [9] equity,diversity [9] diversity,inclusion [9] inclusion,speaker [9] speaker,dr [9] dr,kayla [9] kayla,lee [9] lee,dr [9] dr,lee Top Word Pairs in Tweet in G4:
[5] ibmresearch,msftresearch [4] here's,pretty [4] pretty,awesome [4] awesome,#apsmarch [4] #apsmarch,#dqi [4] #dqi,session [4] session,quantum [4] quantum,industry [4] industry,spanning [4] spanning,full Top Word Pairs in Tweet in G5:
[5] ginnirometty,ibmresearch [4] arvindkrishna,ibmresearch [4] ibmresearch,voguemagazine [4] ginni,rometty [3] rometty,ibm [3] disruptive,innovation [3] innovation,ibm [3] ibm,software [3] software,portable [3] portable,device Top Word Pairs in Tweet in G6:
[5] bit,slicing [5] slicing,memory [5] memory,computing [4] precision,bit [4] computing,based [4] based,analog [4] analog,phase [4] phase,change [4] change,memory [4] memory,crossbars Top Word Pairs in Tweet in G7:
[3] sharpen,quantum [3] quantum,meme [3] meme,game [3] game,win [3] win,iquhack [3] iquhack,swag [3] swag,forget [3] forget,register [3] register,hackathon [3] hackathon,#iquhack Top Word Pairs in Tweet in G8:
[6] aps,ibmresearch [5] apply,aps [3] hear,helmut [3] helmut,dosch [3] dosch,desy [3] desy,helena [3] helena,fu [3] fu,doescience [3] doescience,dariogila [3] dariogila,ibmresearch Top Word Pairs in Tweet in G9:
[5] join,congratulating [5] congratulating,winners [5] winners,#40under40datascientists [5] #40under40datascientists,awards [5] awards,dunnhumby [5] dunnhumby,tredenceinc [5] tredenceinc,genpact [4] analyticsindiam,join [4] genpact,oracl [2] deepmind,facebookai Top Word Pairs in Tweet in G10:
[6] quantum,computing [5] wef,future [5] future,hold [5] hold,quantum [5] computing,experts [5] experts,explain [5] explain,preskill [5] preskill,freekeheijman [4] unlockbiz,wef [2] inspired,2022 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: