The graph represents a network of 1,454 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, 23 February 2021 at 06:01 UTC.
The requested start date was Tuesday, 23 February 2021 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, 20-hour, 5-minute period from Tuesday, 09 February 2021 at 01:09 UTC to Monday, 22 February 2021 at 21:15 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 : 1454
Unique Edges : 1909
Edges With Duplicates : 5355
Total Edges : 7264
Number of Edge Types : 5
Retweet : 1097
MentionsInRetweet : 2692
Mentions : 3122
Tweet : 63
Replies to : 290
Self-Loops : 177
Reciprocated Vertex Pair Ratio : 0.0418451400329489
Reciprocated Edge Ratio : 0.0803289057558507
Connected Components : 22
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1425
Maximum Edges in a Connected Component : 7232
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.039564
Graph Density : 0.00149668995797719
Modularity : 0.314003
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,454 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, 23 February 2021 at 06:01 UTC.
The requested start date was Tuesday, 23 February 2021 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, 20-hour, 5-minute period from Tuesday, 09 February 2021 at 01:09 UTC to Monday, 22 February 2021 at 21:15 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:
[300] #100daysofcode,#quantumcomputing [298] #quantumcomputing,blueqat_sdk [256] blueqat_sdk,msftquantum [203] msftquantum,ibmresearch [202] ibmresearch,intel [201] intel,dwavesys [123] dwavesys,googleai [79] quantum,computing [72] tijtech_itpark,#100daysofcode [72] dwavesys,goo Top Word Pairs in Tweet in G1:
[37] successfully,develop [29] leveraging,#ai [24] fellows,ibmresearch [24] ibmresearch,successfully [24] develop,sustainable [24] sustainable,manufacturing [24] manufacturing,material [24] material,leveraging [24] #ai,enriched [23] ibmwatson,fellows Top Word Pairs in Tweet in G2:
[38] quantum,algorithms [33] work,ibmresearch [28] ibmresearch,quantum [27] using,qiskit [25] checkout,latest [25] latest,work [25] algorithms,tackling [25] tackling,protein [25] protein,folding [25] folding,problem Top Word Pairs in Tweet in G3:
[18] social,justice [17] apply,ibmresearch [17] ibmresearch,racial [17] racial,social [17] justice,residents [17] residents,program [17] program,ideal [17] ideal,applicants [17] applicants,deeply [16] krvarshney,apply Top Word Pairs in Tweet in G4:
[50] background,#deeplearning [50] #deeplearning,#nlp [50] #nlp,strong [50] strong,coding [50] coding,skills [50] skills,looking [50] looking,internship [50] internship,summer [49] marianna_raps,background [10] marianna_raps,ibmresearch Top Word Pairs in Tweet in G5:
[2] ibmresearch,ibmwatson [2] ibmwatson,ibm [2] ibm,ibmwatsonmedia [2] ibmwatsonmedia,ibmdata [2] ibmdata,ibmcloud [2] ibmcloud,ibmnews [2] ibmnews,ibmdeveloper [2] ibmdeveloper,ibmiot [2] ibmiot,ibmdesign [2] ibmdesign,congressdotgov Top Word Pairs in Tweet in G6:
[56] googleai,ibmresearch [54] ibmresearch,meetiqm [29] quantumverd,kikesolanophys [28] shai_machnes,googleai [26] kikesolanophys,shai_machnes [23] zaqqwerty_ai,trevormccrt1 [21] meetiqm,zaqqwerty_ai [15] newplatonism,quantumverd [15] kikesolanophys,googleai [11] quantum,computing Top Word Pairs in Tweet in G7:
[295] #100daysofcode,#quantumcomputing [293] #quantumcomputing,blueqat_sdk [256] blueqat_sdk,msftquantum [203] msftquantum,ibmresearch [202] ibmresearch,intel [201] intel,dwavesys [123] dwavesys,googleai [72] tijtech_itpark,#100daysofcode [72] dwavesys,goo [48] tijtech_itpark,blueqat Top Word Pairs in Tweet in G8:
[36] quantum,computing [35] valuable,insights [35] insights,jaygambetta [35] jaygambetta,ibmresearch [35] ibmresearch,status [35] status,quantum [35] computing,road [35] road,ahead [34] preskill,valuable [10] center,reaching Top Word Pairs in Tweet in G9:
[5] 40,under [5] under,40 [5] 40,#datascientists [5] #datascientists,india [5] india,2021 [5] 2021,accentureindia [5] accentureindia,ibmresearch [5] ibmresearch,ugam [5] ugam,abzoobaai [4] analyticsindiam,40 Top Word Pairs in Tweet in G10:
[23] deep,blue [21] today,1996 [21] 1996,champion [21] champion,kasparov63 [21] kasparov63,loses [21] loses,game [21] game,computer [21] computer,deep [21] blue,during [21] during,match 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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