The graph represents a network of 1,662 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 April 2021 at 12:24 UTC.
The requested start date was Monday, 12 April 2021 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 2-day, 7-hour, 57-minute period from Friday, 09 April 2021 at 16:03 UTC to Monday, 12 April 2021 at 00:00 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 : 1662
Unique Edges : 1353
Edges With Duplicates : 14841
Total Edges : 16194
Number of Edge Types : 5
Retweet : 6688
MentionsInRetweet : 7583
Tweet : 1168
Mentions : 742
Replies to : 13
Self-Loops : 1282
Reciprocated Vertex Pair Ratio : 0.0103734439834025
Reciprocated Edge Ratio : 0.0205338809034908
Connected Components : 93
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1500
Maximum Edges in a Connected Component : 15987
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.447841
Graph Density : 0.0014112966033974
Modularity : 0.189475
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,662 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 April 2021 at 12:24 UTC.
The requested start date was Monday, 12 April 2021 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 2-day, 7-hour, 57-minute period from Friday, 09 April 2021 at 16:03 UTC to Monday, 12 April 2021 at 00:00 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 : #cloudcomputing
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:
[2914] #iot,#iiot [2804] #bigdata,#analytics [2460] #analytics,#datascience [1907] #datascience,#ai [1559] #ai,#machinelearning [1463] #python,#rstats [1382] #machinelearning,#iot [1188] #iiot,#python [856] #iiot,#pytorch [825] #pytorch,#python Top Word Pairs in Tweet in G1:
[177] #bigdata,#analytics [158] #iot,#iiot [151] #analytics,#datascience [123] #datascience,#ai [99] #ai,#machinelearning [80] #machinelearning,#iot [75] cloud,computing [74] #python,#rstats [73] #cybersecurity,#digital [70] #cloud,#cloudcomputing Top Word Pairs in Tweet in G2:
[2107] #iot,#iiot [1917] #bigdata,#analytics [1663] #analytics,#datascience [1322] #datascience,#ai [1102] #ai,#machinelearning [1027] #python,#rstats [991] #machinelearning,#iot [802] #iiot,#python [608] #rstats,#reactjs [557] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[142] #cybersecurity,#digital [101] #digital,#hackers [65] #hackers,#infosec [56] #iot,#iiot [55] #cloudcomputing,#cybersecurity [45] #technology,#cybersecurity [44] #news,#technology [44] #cybersecurity,#infosec [41] #bigdata,#analytics [39] #infosec,#hacker Top Word Pairs in Tweet in G4:
[614] #bigdata,#analytics [570] #analytics,#datascience [544] #iot,#iiot [402] #datascience,#ai [315] #python,#rstats [311] #ai,#machinelearning [288] #iiot,#python [273] #machinelearning,#iot [222] #iiot,#pytorch [218] #pytorch,#python Top Word Pairs in Tweet in G5:
[542] #cybersecurity,#digital [485] #digital,#hackers [383] #hackers,#infosec [267] #infosec,reach2ratan [235] reach2ratan,#malware [225] #malware,#cloud [208] #cloud,#cloudsecurity [208] #cloudsecurity,#dataprotection [208] #dataprotection,#privacy [208] #privacy,#infosec Top Word Pairs in Tweet in G6:
[8] ù,ù [8] ù,ø [8] ø,ù [6] ø,ø [5] mimproxyble,100 [5] 100,credits [5] credits,test [5] test,vultr [5] vultr,using [5] using,link Top Word Pairs in Tweet in G7:
[24] update,coinmetro [24] coinmetro,listing [24] listing,going [24] going,live [24] live,16 [24] 16,00 [24] 00,utc [24] utc,thanks [24] thanks,understanding [24] understanding,lets Top Word Pairs in Tweet in G8:
[35] cryptographic,operations [35] operations,very [35] very,compute [35] compute,intensive [35] intensive,critical [35] critical,today's [35] today's,#cloudcomputing [35] #cloudcomputing,3rd [35] 3rd,gen [35] gen,intel Top Word Pairs in Tweet in G9:
[34] technology,competition [34] competition,china [34] china,world [34] world,supremacy [34] supremacy,#blockchain [34] #blockchain,#ai [34] #ai,#cloudcomputing [34] #cloudcomputing,ripple [33] jungleincxrp,technology [33] ripple,palantirte Top Word Pairs in Tweet in G10:
[13] artificial,intelligence [10] cloud,computing [5] #cloudcomputing,#security [5] security,cloud [5] cloud,enhanced [5] enhanced,artificial [5] #bigdata,#analytics [5] #analytics,#datascience [5] #iot,#iiot [4] general,news Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: