The graph represents a network of 1,751 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 Thursday, 07 November 2019 at 00:09 UTC.
The requested start date was Wednesday, 06 November 2019 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, 23-hour, 39-minute period from Wednesday, 23 October 2019 at 01:13 UTC to Wednesday, 06 November 2019 at 00:53 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 : 1751
Unique Edges : 2876
Edges With Duplicates : 1889
Total Edges : 4765
Number of Edge Types : 3
Mentions : 4423
Replies to : 261
Tweet : 81
Self-Loops : 81
Reciprocated Vertex Pair Ratio : 0.0314543755839302
Reciprocated Edge Ratio : 0.0609903381642512
Connected Components : 31
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 1711
Maximum Edges in a Connected Component : 4712
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.06979
Graph Density : 0.001080851758179
Modularity : 0.495892
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,751 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 Thursday, 07 November 2019 at 00:09 UTC.
The requested start date was Wednesday, 06 November 2019 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, 23-hour, 39-minute period from Wednesday, 23 October 2019 at 01:13 UTC to Wednesday, 06 November 2019 at 00:53 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[97] single,atom [94] first,time [93] empirical,research [92] research,#mitibm [92] scanning,tunneling [92] tunneling,microscope [91] time,single [91] atom,qubit [91] qubit,achieved [91] achieved,using Top Word Pairs in Tweet in G1:
[62] single,atom [61] first,time [60] time,single [60] atom,qubit [60] qubit,achieved [60] achieved,using [60] using,scanning [60] scanning,tunneling [60] tunneling,microscope [60] microscope,nobel Top Word Pairs in Tweet in G2:
[68] google,ibmresearch [62] ibmresearch,realdonaldtrump [50] realdonaldtrump,dazacko [26] make,good [25] ibmresearch,atomic [25] atomic,spins [25] spins,surface [25] surface,make [25] good,#quantum [25] #quantum,bits Top Word Pairs in Tweet in G3:
[50] summer,school [36] quantum,computing [32] quantum,supremacy [31] jagunnels,jaygambetta [28] apply,wits [28] wits,university [28] university,hosting [28] hosting,first [28] first,quantum [28] computing,summer Top Word Pairs in Tweet in G4:
[3] briannosek,cos_io [3] cos_io,gus_cosio [3] gus_cosio,openscience [3] openscience,osframework [3] sciam,sciencemagazine [3] w3c,w2c [3] w2c,ibm [2] osframework,sciam [2] sciencemagazine,ibmresearch [2] ibmresearch,w3c Top Word Pairs in Tweet in G5:
[17] new,empirical [17] empirical,research [17] research,#mitibm [17] ai,machine [17] machine,learning [16] play,key [16] key,role [16] role,developing [16] developing,cutting [16] cutting,edge Top Word Pairs in Tweet in G6:
[38] googleai,ibmresearch [32] nsagov,gchq [23] quantum,supremacy [21] ibmresearch,ornl [21] woz,nsagov [20] ornl,losalamosnatlab [20] losalamosnatlab,woz [20] wired,wireduk [19] gchq,wired [19] wireduk,intel Top Word Pairs in Tweet in G7:
[7] go,nats [6] jmm,iiiiiiiii [6] ginnirometty,ibmresearch [5] jmm,iiiiliiii [4] #wow,check [4] ibmresearch,go [4] hou,2 [3] ibmresearch,ibmtime [3] iiiiiiiii,knights [3] knights,iiiiliiii Top Word Pairs in Tweet in G8:
[43] dariogila,ibmresearch [41] dice,jmalvpal [41] jmalvpal,nunca [41] nunca,antes [41] antes,ha [41] ha,producido [41] producido,acumulación [41] acumulación,tecnológica [41] tecnológica,actual [41] actual,dariogila Top Word Pairs in Tweet in G9:
[4] cathyhackl,charliefink [4] charliefink,amylameyer [4] amylameyer,galitariel [4] galitariel,rossfinman [4] rossfinman,magicleap [4] magicleap,6d_ai [4] 6d_ai,mattmiesnieks [4] mattmiesnieks,worldbankgroup [3] vrarasummit,cathyhackl [2] worldbankgroup,virtualgirlny Top Word Pairs in Tweet in G10:
[3] check,out [3] out,free [3] free,#digital [3] #digital,#dev [3] #dev,conference [3] conference,w [3] w,hands [3] hands,#labs [3] #labs,keynotes [3] keynotes,ibmcloud Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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