The graph represents a network of 1,952 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, 27 December 2021 at 15:40 UTC.
The requested start date was Monday, 27 December 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 2-day, 3-hour, 53-minute period from Friday, 24 December 2021 at 21:03 UTC to Monday, 27 December 2021 at 00:57 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 : 1952
Unique Edges : 1175
Edges With Duplicates : 15164
Total Edges : 16339
Number of Edge Types : 5
MentionsInRetweet : 7819
Replies to : 28
Mentions : 481
Retweet : 6849
Tweet : 1162
Self-Loops : 1522
Reciprocated Vertex Pair Ratio : 0.00212816268621424
Reciprocated Edge Ratio : 0.00424728645587541
Connected Components : 99
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 1745
Maximum Edges in a Connected Component : 15993
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.713105
Graph Density : 0.00111281730260228
Modularity : 0.205568
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,952 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, 27 December 2021 at 15:40 UTC.
The requested start date was Monday, 27 December 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 2-day, 3-hour, 53-minute period from Friday, 24 December 2021 at 21:03 UTC to Monday, 27 December 2021 at 00:57 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:
[2131] #bigdata,#analytics [1858] #iot,#iiot [1671] #analytics,#datascience [1436] #python,#rstats [1310] #datascience,#ai [898] #pytorch,#python [892] #devcommunity,#technology [815] #bigdata,#devcommunity [798] #ai,#machinelearning [702] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[497] years,around [497] around,#flux [497] #flux,increasing [497] increasing,#passiveincome [497] #passiveincome,matters [497] matters,ath [497] ath,profit [496] smr91edgar,years [496] profit,total [496] total,#investment Top Word Pairs in Tweet in G2:
[1522] #bigdata,#analytics [1338] #iot,#iiot [1123] #analytics,#datascience [1078] #python,#rstats [908] #datascience,#ai [796] #devcommunity,#technology [733] #bigdata,#devcommunity [707] #pytorch,#python [629] #technology,#programming [583] #ai,#iiot Top Word Pairs in Tweet in G3:
[361] #bigdata,#analytics [340] #iot,#iiot [328] #analytics,#datascience [243] #datascience,#ai [213] #python,#rstats [191] #ai,#machinelearning [176] #machinelearning,#iot [160] #iiot,#python [139] #iiot,#pytorch [136] #pytorch,#python Top Word Pairs in Tweet in G4:
[433] #cybersecurity,#digital [341] #digital,#hackers [328] #infosecurity,#cybersecurity [327] #infosec,#infosecurity [323] #cybersecurity,#threatintel [278] #hackers,#infosec [189] #threatintel,#threatintelligence [163] #infosec,reach2ratan [152] #threatintelligence,#hacking [130] reach2ratan,#malware Top Word Pairs in Tweet in G5:
[61] #bigdata,#analytics [45] #iot,#iiot [43] #analytics,#datascience [34] #python,#rstats [33] #datascience,#ai [29] #datascience,#machinelearning [25] cloud,computing [24] #datascientists,#ai [24] #dataanalytics,#datascience [24] africanaffairs,playing Top Word Pairs in Tweet in G6:
[124] #analytics,#datascience [106] #bigdata,#analytics [96] #machinelearning,#bigdata [96] #datascience,#ai [78] #iot,#iiot [70] #deeplearning,#analytics [62] #python,#rstats [57] #augmentedreality,#deeplearning [52] #iiot,#python [52] #devcommunity,#technology Top Word Pairs in Tweet in G7:
[20] #featured,#courses [20] #courses,#it [20] #it,#certified [20] #certified,one [20] one,lesson [20] lesson,four [20] four,#aws [20] #aws,certificates [20] certificates,enrol [19] #machinelearning,#bigdata Top Word Pairs in Tweet in G8:
[2] biggest,trends [2] trends,#cloudcomputing [2] #cloudcomputing,2022 [2] 2022,bernardmarr [2] bernardmarr,shares [2] shares,thoughts [2] thoughts,forbes [2] forbes,co [2] co,0ke4skk3k1 [2] #cloudcomputing,revolutionising Top Word Pairs in Tweet in G9:
[28] #bigdata,#analytics [20] #iot,#iiot [13] #analytics,#datascience [13] #python,#rstats [11] #analytics,#machinelearning [11] #machinelearning,#ai [11] #ai,#python [11] #rstats,#reactjs [11] #reactjs,#iot [10] please,share Top Word Pairs in Tweet in G10:
[3] #omicron,#omicronvariant [3] #omicronvariant,#cloudcomputing [3] #cloudcomputing,#cloud [3] #cloud,#cloudservices [3] #cloudservices,#cloudstorage [3] #cloudstorage,#cloudsolutions [3] #cloudsolutions,#datacenter [3] #datacenter,#datacenters [2] omicron,fashion [2] fashion,forward 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 G4:
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: