The graph represents a network of 3,718 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 05 December 2021 at 07:26 UTC.
The requested start date was Sunday, 05 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, 29-minute period from Thursday, 02 December 2021 at 21:30 UTC to Sunday, 05 December 2021 at 01:00 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 : 3718
Unique Edges : 3013
Edges With Duplicates : 13805
Total Edges : 16818
Number of Edge Types : 5
Retweet : 5823
MentionsInRetweet : 7263
Tweet : 1629
Mentions : 2013
Replies to : 90
Self-Loops : 1804
Reciprocated Vertex Pair Ratio : 0.0124871707150188
Reciprocated Edge Ratio : 0.024666328771752
Connected Components : 653
Single-Vertex Connected Components : 391
Maximum Vertices in a Connected Component : 2305
Maximum Edges in a Connected Component : 14531
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.476321
Graph Density : 0.000428298342248799
Modularity : 0.307476
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,718 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 05 December 2021 at 07:26 UTC.
The requested start date was Sunday, 05 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, 29-minute period from Thursday, 02 December 2021 at 21:30 UTC to Sunday, 05 December 2021 at 01:00 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 : #cloud
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:
[948] #machinelearning,#ai [946] #ai,#python [841] #devcommunity,#technology [824] #bigdata,#devcommunity [596] #python,#datascience [547] #datascience,#bigdata [510] #technology,#programming [457] #programming,#ai [406] #datasecurity,#privacy [393] #privacy,#100daysofcode Top Word Pairs in Tweet in G1:
[799] #devcommunity,#technology [784] #bigdata,#devcommunity [777] #ai,#python [759] #machinelearning,#ai [486] #technology,#programming [448] #python,#datascience [436] #programming,#ai [405] #datascience,#bigdata [354] #ai,#iiot [245] #iot,#iiot Top Word Pairs in Tweet in G2:
[94] #decentralized,#altcoin [92] #cloud,#decentralized [88] #altcoin,#confidentiality [87] #confidentiality,#privacy [86] #cryptocurrency,#cloud [85] #blockchain,#cryptocurrency [77] #privacy,#token [72] #token,#coin [68] #crypto,#blockchain [31] #sky,#cloud Top Word Pairs in Tweet in G3:
[105] #datasecurity,#privacy [99] #privacy,#100daysofcode [86] web,vs [77] #100daysofcode,#security [61] #security,#cloud [51] #cloud,#machinelearning [43] dark,web [43] vs,deep [43] deep,web [43] vs,surface Top Word Pairs in Tweet in G4:
[98] #cloud,#cloudcomputing [73] flux,runonflux [73] #web3,#30in30 [73] #30in30,#flux [69] #tech,#technology [66] #technology,#cloud [61] #crypto,#bitcoin [61] #bitcoin,#tech [57] #flux,#blockchain [57] #blockchain,#crypto Top Word Pairs in Tweet in G5:
[14] 15,years [13] industrial,cloud [13] cloud,feasible [12] quest,discover [12] discover,industrial [12] feasible,interviewed [12] interviewed,awscloud [12] awscloud,solutions [12] solutions,architect [12] architect,manufacturing Top Word Pairs in Tweet in G6:
[193] flux,besides [193] besides,come [193] come,flux [193] flux,#web30 [193] #web30,#cloud [193] #cloud,btc [193] btc,kda [193] kda,eth [193] eth,#cloud [193] #cloud,#cloudcomputing Top Word Pairs in Tweet in G7:
[153] #machinelearning,#ai [144] #ai,#python [135] #python,#datascience [121] #datascience,#bigdata [100] #bigdata,#deeplearning [100] #datasecurity,#privacy [99] #privacy,#100daysofcode [97] #deeplearning,#iot [89] #iot,#100daysofcode [83] #100daysofcode,#robots Top Word Pairs in Tweet in G8:
[36] #saas,#cloud [36] #cloud,#logiciel [22] ronald_vanloon,enterprise [22] enterprise,#digitaltransformation [22] #digitaltransformation,role [17] aws,re [17] re,invent [16] role,#cloud [16] #cloud,ronald_vanloon [16] ronald_vanloon,pleb1 Top Word Pairs in Tweet in G9:
[62] #cloud,#tifa [41] #ff7r,#cloud [35] カカシ先生のフィギュアがかっこよ過ぎたのでクラウドに同じポーズさせてみました,クラウド描くの楽しいな [35] クラウド描くの楽しいな,#ff7r [34] mapcvt,カカシ先生のフィギュアがかっこよ過ぎたのでクラウドに同じポーズさせてみました [30] #cloti,#クラティ [30] #クラティ,#cloud [26] theogtrio7,#cloti [22] #tifa,#tifalockhart [22] #tifalockhart,#cloud Top Word Pairs in Tweet in G10:
[129] #ai,#cloud [54] coffee,talk [27] iot,coffee [27] welcome,#iot [27] #iot,coffee [27] chat,#digital [27] #digital,#iiot [25] #iiot,#automation [25] #cloud,#digitaltransformation [23] #edge,#cloud Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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: