The graph represents a network of 892 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, 12 July 2022 at 05:15 UTC.
The requested start date was Tuesday, 12 July 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, 18-hour, 22-minute period from Tuesday, 28 June 2022 at 05:37 UTC to Monday, 11 July 2022 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 : 892
Unique Edges : 1199
Edges With Duplicates : 1622
Total Edges : 2821
Number of Edge Types : 5
Mentions : 1667
Retweet : 286
MentionsInRetweet : 631
Replies to : 212
Tweet : 25
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0472589792060491
Reciprocated Edge Ratio : 0.0902527075812274
Connected Components : 19
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 871
Maximum Edges in a Connected Component : 2803
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.113939
Graph Density : 0.00209116576829581
Modularity : 0.431907
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 892 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, 12 July 2022 at 05:15 UTC.
The requested start date was Tuesday, 12 July 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, 18-hour, 22-minute period from Tuesday, 28 June 2022 at 05:37 UTC to Monday, 11 July 2022 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:
[91] quantum,safe [63] ibmresearch,washingtonpost [58] team,ibmresearch [37] safe,crypto [36] safe,cryptography [36] today,made [36] made,history [36] history,team [36] ibmresearch,collaboration [36] collaboration,partners Top Word Pairs in Tweet in G1:
[61] ibmresearch,washingtonpost [34] quantum,safe [32] safe,cryptography [31] ibm,research [30] team,ibm [30] research,working [30] working,quantum [30] cryptography,many [30] many,years [30] years,happy Top Word Pairs in Tweet in G2:
[3] inteliot,ibmresearch [2] little,mermaid [2] ibmwatson,ibmresearch [2] billgates,ibmresearch [2] ibmresearch,cern Top Word Pairs in Tweet in G3:
[38] quantum,safe [33] team,ibmresearch [33] safe,crypto [32] today,made [32] made,history [32] history,team [32] ibmresearch,collaboration [32] collaboration,partners [32] partners,created [32] created,quantum Top Word Pairs in Tweet in G4:
[21] together,team [21] team,ibmresearch [21] ibmresearch,kenya [21] kenya,productive [21] productive,meeting [21] meeting,dr [21] dr,william [21] william,sambisa [21] sambisa,program [21] program,officer Top Word Pairs in Tweet in G5:
[15] quantum,safe [11] scientists,help [11] help,develop [11] safe,standards [11] national,institute [9] #ibm,scientists [9] develop,#nist [9] #nist,quantum [9] standards,#ciso [9] #ciso,#infosec Top Word Pairs in Tweet in G6:
[27] acvaucher,ibmresearch [13] ibmresearch,thanks [11] three,years [10] close,three [10] years,joined [10] joined,ibmresearch [10] ibmresearch,zurich [10] zurich,ride [10] ride,period [10] period,focused Top Word Pairs in Tweet in G7:
[4] deepmind,facebookai [4] facebookai,openai [4] openai,googleai [4] googleai,ibmresearch [4] ibmresearch,msftresearch [2] msftresearch,machine [2] machine,teaching [2] teaching,ml [2] ml,research [2] research,speech Top Word Pairs in Tweet in G8:
[22] joebiden,drbiden [17] ginnirometty,arvindkrishna [17] bradleypitt37,angelinajolieph [16] barackobama,michelleobama [15] arvindkrishna,ibmresearch [14] johnmario87,kavericamire [13] kavericamire,voguemagazine [13] robertirwin,bindiirwin [13] leodicaprio,deepikapadukone [11] harrietgreen1,dariogila Top Word Pairs in Tweet in G9:
[12] leokarlin,eli_schwartz [11] last,week [11] week,leokarlin [11] eli_schwartz,presented [11] presented,brad [11] brad,paper [11] paper,cvpr [11] cvpr,releasing [11] releasing,first [10] naacl,2022 Top Word Pairs in Tweet in G10:
[2] 6gworld,5gppp [2] 5gppp,cordis_eu [2] cordis_eu,i2cat [2] i2cat,comunicaredigit [2] comunicaredigit,mshuaibsiddiqui [2] mshuaibsiddiqui,opensourcemano [2] opensourcemano,arimarcomm [2] arimarcomm,altice_labs [2] altice_labs,wings_ict [2] cordis_eu,opensourcemano Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
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: