The graph represents a network of 2,504 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, 14 November 2022 at 16:09 UTC.
The requested start date was Monday, 14 November 2022 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, 12-hour, 44-minute period from Tuesday, 01 November 2022 at 13:36 UTC to Friday, 04 November 2022 at 02:20 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 : 2504
Unique Edges : 1723
Edges With Duplicates : 13427
Total Edges : 15150
Number of Edge Types : 5
Retweet : 5550
MentionsInRetweet : 6624
Tweet : 1836
Mentions : 1115
Replies to : 25
Self-Loops : 2222
Reciprocated Vertex Pair Ratio : 0.0140646976090014
Reciprocated Edge Ratio : 0.0277392510402219
Connected Components : 500
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 1666
Maximum Edges in a Connected Component : 13920
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.329329
Graph Density : 0.000690226041848823
Modularity : 0.233173
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 2,504 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, 14 November 2022 at 16:09 UTC.
The requested start date was Monday, 14 November 2022 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, 12-hour, 44-minute period from Tuesday, 01 November 2022 at 13:36 UTC to Friday, 04 November 2022 at 02:20 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:
[3453] #bigdata,#analytics [1899] #analytics,#datascience [1522] #iot,#iiot [1521] #analytics,#ai [1510] #python,#rstats [1485] #datascience,#ai [1322] #machinelearning,#datascience [1292] #iiot,#python [1278] #cybersecurity,#bigdata [1120] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[2215] #bigdata,#analytics [1155] #analytics,#datascience [996] #analytics,#ai [959] #datascience,#ai [957] #machinelearning,#datascience [901] #cybersecurity,#bigdata [862] #python,#rstats [856] #iiot,#python [749] #iot,#iiot [738] #ai,#iiot Top Word Pairs in Tweet in G2:
[57] cloud,computing [37] #networking,#networksecurity [34] #cissp,#cybersec [34] linux,path [33] #networksecurity,#cheatsheet [33] #cybersec,#networking [31] #cloudcomputing,#vulnerabilities [31] path,cheat [31] cheat,sheet [31] #vulnerabilities,#linux Top Word Pairs in Tweet in G3:
[702] #bigdata,#analytics [490] #analytics,#datascience [448] #iot,#iiot [406] #python,#rstats [334] #ai,#machinelearning [331] #datascience,#ai [299] #machinelearning,#iot [274] #iiot,#python [209] #analytics,#ai [208] #cybersecurity,#bigdata Top Word Pairs in Tweet in G4:
[268] #bigdata,#analytics [238] #iot,#iiot [169] #analytics,#ai [143] #iiot,#iotpl [137] #ai,#ml [134] #python,#rstats [127] #analytics,#datascience [127] #ai,#machinelearning [105] #datascience,#bigdata [104] eli_krumova,âš Top Word Pairs in Tweet in G5:
[40] #bigdata,#analytics [27] #datascience,#ai [26] #analytics,#datascience [23] #cloud,#cloudcomputing [21] #machinelearning,#datascience [17] cloud,computing [15] first,making [15] making,better [15] better,decisions [15] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[155] #bigdata,#analytics [111] #analytics,#ai [91] #cybersecurity,#bigdata [88] #ai,#iiot [86] #machinelearning,#datascience [78] #sql,#cybersecurity [71] #datascience,#sql [63] #iiot,#python [58] #python,#rstats [49] #analytics,#datascience Top Word Pairs in Tweet in G7:
[38] ø,ø [37] ù,ø [33] ø,ù [29] #crypto,#mining [29] flux,runonflux [29] #green,#crypto [29] #usecases,#ai [29] runonflux,getting [29] #mining,following [29] reality,#green Top Word Pairs in Tweet in G8:
[82] african,affairs [82] playing,african [82] affairs,radio [74] #aws,#azure [73] #cloudcomputing,#cloud [67] #azure,#gcp [67] #cloud,#aws [66] #python,#coding [66] #gcp,#python [55] #coding,#africa Top Word Pairs in Tweet in G9:
[70] #remote,#hr [43] #startups,#startup [35] #hr,#hiring [35] #hr,#startups [35] #hiring,#startups [34] #cloudcomputing,#cloudadoption [31] hcm_tech,#remote [28] #cloudadoption,#technology [28] cloud,computing [23] martinhoyes,#remote Top Word Pairs in Tweet in G10:
[28] day,#100daysofcode [18] otomobhazi,day [14] today,tab [13] carlarjenkins,#100daysofcode [13] free,#examvouchers [13] 850,#100daysofcloud [13] day,850 [13] #100daysofcloud,free [13] #examvouchers,carlarjenkins [12] machines,virtualization Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
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: