The graph represents a network of 1,309 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 Monday, 15 February 2021 at 13:03 UTC.
The requested start date was Monday, 15 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 1-day, 22-hour, 49-minute period from Saturday, 13 February 2021 at 02:09 UTC to Monday, 15 February 2021 at 00:58 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 : 1309
Unique Edges : 1086
Edges With Duplicates : 14909
Total Edges : 15995
Number of Edge Types : 5
Retweet : 6418
MentionsInRetweet : 7622
Tweet : 1124
Mentions : 820
Replies to : 11
Self-Loops : 1188
Reciprocated Vertex Pair Ratio : 0.00835975785528971
Reciprocated Edge Ratio : 0.0165809033733562
Connected Components : 174
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 1018
Maximum Edges in a Connected Component : 15489
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.664303
Graph Density : 0.00204301904247938
Modularity : 0.140641
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,309 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 Monday, 15 February 2021 at 13:03 UTC.
The requested start date was Monday, 15 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 1-day, 22-hour, 49-minute period from Saturday, 13 February 2021 at 02:09 UTC to Monday, 15 February 2021 at 00:58 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:
[1442] #iot,#iotpl [1428] #programming,#iot [1417] #bigdata,#analytics [1416] #devcommunity,#programming [1411] #iotpl,#ai [1371] #ai,#100daysofcode [1364] #analytics,#datascience [1227] #iot,#iiot [1099] #datascience,#ai [992] #100daysofcode,#machinelearning Top Word Pairs in Tweet in G1:
[988] #iot,#iotpl [979] #programming,#iot [973] #devcommunity,#programming [970] #iotpl,#ai [935] #ai,#100daysofcode [673] #100daysofcode,#machinelearning [612] #machinelearning,#ml [511] #iot,#iiot [489] #bigdata,#analytics [473] #analytics,#datascience Top Word Pairs in Tweet in G2:
[122] #bigdata,#analytics [118] #analytics,#datascience [96] #datascience,#ai [91] #iot,#iiot [87] #python,#rstats [71] #aws,#cloudcomputing [67] #featured,#courses [67] #courses,#it [67] #it,#certified [67] #certified,one Top Word Pairs in Tweet in G3:
[12] cloud,computing [8] multi,cloud [6] enterprises,need [6] need,net [6] net,multi [6] cloud,management [6] management,tools [6] tools,keep [6] keep,today's [6] today's,emerging Top Word Pairs in Tweet in G4:
[541] #bigdata,#analytics [527] #analytics,#datascience [416] #datascience,#ai [402] #iot,#iiot [324] #python,#rstats [316] #iot,#iotpl [311] #programming,#iot [305] #devcommunity,#programming [305] #iotpl,#ai [300] #ai,#100daysofcode Top Word Pairs in Tweet in G5:
[365] #cybersecurity,#digital [271] #digital,#hackers [192] #hackers,#infosec [87] #programming,#iot [86] #iot,#iotpl [85] #iotpl,#ai [84] #devcommunity,#programming [84] #ai,#100daysofcode [80] #infosec,reach2ratan [76] reach2ratan,#malware Top Word Pairs in Tweet in G6:
[181] #bigdata,#analytics [170] #analytics,#datascience [142] #iot,#iiot [141] #datascience,#ai [122] #ai,#machinelearning [110] #machinelearning,#iot [77] #python,#rstats [60] #iiot,#python [50] #iiot,#pytorch [44] #pytorch,#python Top Word Pairs in Tweet in G7:
[146] #cloudcomputing,#futureofwork [145] #futureofwork,#bigdata [128] #bigdata,#machinelearning [126] #datascientist,#datascience [125] #datascience,#cloudcomputing [108] #ai,#datascientist [105] #machinelearning,#iiot [77] #iiot,#rstats [35] #machinelearning,#iot [34] #bigdata,#analytics Top Word Pairs in Tweet in G8:
[12] #domain,#forsale [12] #analytics,#ai [12] #iot,#iiot [11] #forsale,sedo [10] #python,#rstats [9] premium,#domain [9] sedo,#vr [9] #ai,#machinelearning [9] hybrid,work [9] work,remote Top Word Pairs in Tweet in G9:
[20] tl,dr [11] #cloud,#cloudcomputing [11] #cloudcomputing,kickstart [11] kickstart,career [11] career,amazon [11] amazon,web [11] web,services [11] services,course [11] course,tl [11] dr,ultimate Top Word Pairs in Tweet in G10:
[5] #enterprise,#smallbusiness [5] #smallbusiness,#smb [5] #smb,#startups [3] 2021,year [3] year,#cloudcomputing [3] #cloudcomputing,surveillance [3] surveillance,diversification [3] diversification,more [3] more,#enterprise [3] use,power Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G8:
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: