The graph represents a network of 1,373 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, 15 September 2020 at 05:02 UTC.
The requested start date was Tuesday, 15 September 2020 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, 15-hour, 10-minute period from Tuesday, 01 September 2020 at 00:49 UTC to Monday, 14 September 2020 at 16:00 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 : 1373
Unique Edges : 1938
Edges With Duplicates : 4804
Total Edges : 6742
Number of Edge Types : 5
Retweet : 777
MentionsInRetweet : 1710
Mentions : 3948
Tweet : 31
Replies to : 276
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0.0262784090909091
Reciprocated Edge Ratio : 0.0512110726643599
Connected Components : 19
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 1350
Maximum Edges in a Connected Component : 6709
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.205488
Graph Density : 0.00153416896880488
Modularity : 0.336801
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,373 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, 15 September 2020 at 05:02 UTC.
The requested start date was Tuesday, 15 September 2020 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, 15-hour, 10-minute period from Tuesday, 01 September 2020 at 00:49 UTC to Monday, 14 September 2020 at 16:00 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:
[106] ibm,ibmresearch [99] robot,#rxnforchemistry [98] ibm,presentan [98] presentan,robot [98] #rxnforchemistry,ayuda [98] ayuda,#inteligenciaartificial [98] #inteligenciaartificial,predice [98] predice,resultados [86] scalibbdp,samsung [86] samsung,amd Top Word Pairs in Tweet in G1:
[56] covid,19 [49] steve_quantum,ibmresearch [46] witsuniversity,gcr_observatory [44] gauteng,province [41] ibm,research [39] province,launches [39] launches,covid [39] 19,dashboard [39] dashboard,developed [39] developed,ibm Top Word Pairs in Tweet in G2:
[98] robot,#rxnforchemistry [97] ibm,presentan [97] presentan,robot [97] #rxnforchemistry,ayuda [97] ayuda,#inteligenciaartificial [97] #inteligenciaartificial,predice [97] predice,resultados [58] ibm_es,científicos [58] científicos,ibm [58] resultados,reac Top Word Pairs in Tweet in G3:
[86] scalibbdp,samsung [86] samsung,amd [86] amd,arm [86] arm,qualcomm [86] qualcomm,dell [86] dell,nvidia [86] nvidia,nvidiageforce [86] nvidiageforce,intel [86] intel,asus [86] asus,microsoft Top Word Pairs in Tweet in G4:
[27] power10,processor [27] processor,ibmresearch [27] ibmresearch,samsung [27] samsung,takes [27] takes,proactive [27] proactive,approach [27] approach,future [27] future,cryptographic [27] cryptographic,standards [18] drtaliagershon,quantumlah Top Word Pairs in Tweet in G5:
[17] #it,#ai [16] #cybersecurity,#it [14] #femtech,#100daysofcode [11] #ai,#femtech [9] very,rewarding [9] rewarding,#job [9] #job,#cybersecurity [9] #100daysofcode,#research [9] #research,cambridge_uni [9] cambridge_uni,mit_csail Top Word Pairs in Tweet in G6:
[72] #quantumcomputing,#ibm [72] #ibm,#ibmresearch [72] #ibmresearch,#science [72] #science,#education [72] #education,#architectingthefuture [72] #architectingthefuture,apply [72] apply,summer [72] summer,2021 [72] 2021,#ibmquantum [69] thomas_harrer,#quantumcomputing Top Word Pairs in Tweet in G7:
[8] session,ibm [8] ibm,ai [8] hours,workshop [8] workshop,proactive [8] proactive,explanations [7] explanations,python [7] python,workflows [6] scientific,discovery [6] dariogila,director [6] director,ibmresearch Top Word Pairs in Tweet in G8:
[5] marek,pechal [5] pechal,qudev [5] qudev,eth_physics [5] eth_physics,eth_en [5] eth_en,alumnus [5] alumnus,rejoins [5] rejoins,work [5] work,quantum [5] quantum,computing [5] computing,project Top Word Pairs in Tweet in G9:
[34] partnerships,collaboration [34] collaboration,centers [34] centers,ll [34] ll,opportunity [34] opportunity,make [34] make,quantum [34] quantum,leaps [34] leaps,nation [32] energy,partnerships [10] scienceundersec,ibmresearch Top Word Pairs in Tweet in G10:
[34] crowdsourced,global [34] global,information [34] information,#covid19 [34] #covid19,wikipedia [34] wikipedia,proving [34] proving,crucial [34] crucial,resource [34] resource,scientists [34] scientists,dr [33] wikimedia,crowdsourced 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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Top Tweeters in G10: