The graph represents a network of 1,376 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 Wednesday, 08 January 2020 at 01:18 UTC.
The requested start date was Wednesday, 08 January 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 7-hour, 10-minute period from Wednesday, 25 December 2019 at 06:15 UTC to Tuesday, 07 January 2020 at 13:25 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 : 1376
Unique Edges : 2211
Edges With Duplicates : 2029
Total Edges : 4240
Number of Edge Types : 4
Mentions : 2410
MentionsInRetweet : 1626
Tweet : 92
Replies to : 112
Self-Loops : 92
Reciprocated Vertex Pair Ratio : 0.0252721617418351
Reciprocated Edge Ratio : 0.0492984452028821
Connected Components : 57
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 1301
Maximum Edges in a Connected Component : 4143
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.147301
Graph Density : 0.00139376321353066
Modularity : 0.478885
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,376 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 Wednesday, 08 January 2020 at 01:18 UTC.
The requested start date was Wednesday, 08 January 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 7-hour, 10-minute period from Wednesday, 25 December 2019 at 06:15 UTC to Tuesday, 07 January 2020 at 13:25 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] heavy,metals [95] batteries,made [95] made,heavy [95] metals,poses [95] poses,environmental [95] environmental,humanitarian [95] humanitarian,risks [95] risks,ibmresearch [93] ibmresearch,discovered [89] ibm,batteries Top Word Pairs in Tweet in G1:
[97] heavy,metals [84] batteries,made [84] made,heavy [84] metals,poses [84] poses,environmental [84] environmental,humanitarian [84] humanitarian,risks [84] risks,ibmresearch [82] ibmresearch,discovered [79] ibm,batteries Top Word Pairs in Tweet in G2:
[16] ibmwatson,ibmresearch [11] james_strieb,okaygoogle [11] okaygoogle,heygoogle [11] heygoogle,realdonaldtrump [11] realdonaldtrump,dannykaye [11] dannykaye,conanobrien [11] conanobrien,cia [11] cia,openzfsonlinux [11] openzfsonlinux,openzfsonwindow [11] openzfsonwindow,openzfsonosx Top Word Pairs in Tweet in G3:
[59] axios,ibmresearch [57] decades,old [57] old,analog [57] analog,ideas [57] ideas,buoy [57] buoy,modern [57] modern,#ai [57] #ai,axios [38] cc,pierrepinna [29] ibmresearch,cc Top Word Pairs in Tweet in G4:
[35] decade,#ibmquantum's [35] #ibmquantum's,dariogila [35] dariogila,experts [35] experts,exxonmobil [35] exxonmobil,daimler [35] daimler,#ces2020 [35] #ces2020,live [31] ibmresearch,enter [31] enter,quantum [31] quantum,decade Top Word Pairs in Tweet in G5:
[12] scalibbdp,samsung [12] samsung,amd [12] amd,arm [12] arm,qualcomm [12] qualcomm,dell [12] dell,nvidia [12] nvidia,intel [12] intel,asus [12] asus,microsoft [12] microsoft,ibm Top Word Pairs in Tweet in G6:
[16] #quantumcomputing,glimpse [16] glimpse,informaticathe [16] informaticathe,infographic [16] infographic,carldetorres [16] carldetorres,ibmresearch [16] ibmresearch,#ai [15] ipfconline1,#quantumcomputing [15] #ai,#m [2] ibmresearch,ipfconline1 [2] ipfconline1,deeplearn007 Top Word Pairs in Tweet in G7:
[3] applesupport,ibmresearch [2] billgates,reidhoffman [2] reidhoffman,electrekco [2] electrekco,fredericlambert [2] fredericlambert,gatesfoundation [2] gatesfoundation,siliconvalleycf [2] siliconvalleycf,jeffbezos [2] jeffbezos,warrenbuffett [2] cmpd,applesupport [2] tesla,files Top Word Pairs in Tweet in G8:
[26] fake,scotch [15] #ibm,research [15] research,invented [15] invented,technology [15] technology,detect [14] detect,fake [14] scotch,whisky [14] smart,phone [13] tasty,story [13] read,#ibm Top Word Pairs in Tweet in G9:
[8] #ml,#digitaltransformation [7] #digitaltransformation,#artificialintelligence [7] #artificialintelligence,#deeplearning [6] #deeplearning,#bigdata [4] ibmresearch,ibmdesign [4] ibmdesign,ibmdeveloper [4] ibmdeveloper,#ml [4] ibmresearch,health_it [4] digitalmatrix2,ibmresearch [3] #ai,#javascript Top Word Pairs in Tweet in G10:
[10] vishnuganti,unity3d [10] unity3d,danmillerdev [10] danmillerdev,magicleap [10] magicleap,fauscience [10] fauscience,tedxbocaraton [10] tedxbocaraton,researchparkfau [10] researchparkfau,faupresident [10] faupresident,faunewsdesk [8] pravvy,vishnuganti [7] faunewsdesk,jenniferâ Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
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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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