The graph represents a network of 3,929 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, 06 March 2022 at 07:28 UTC.
The requested start date was Sunday, 06 March 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, 6-hour, 18-minute period from Tuesday, 01 March 2022 at 20:19 UTC to Friday, 04 March 2022 at 02:38 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 : 3929
Unique Edges : 3745
Edges With Duplicates : 13544
Total Edges : 17289
Number of Edge Types : 5
Tweet : 1823
Retweet : 5271
MentionsInRetweet : 7161
Mentions : 2910
Replies to : 124
Self-Loops : 2014
Reciprocated Vertex Pair Ratio : 0.0203492786636295
Reciprocated Edge Ratio : 0.0398868879297515
Connected Components : 690
Single-Vertex Connected Components : 407
Maximum Vertices in a Connected Component : 2722
Maximum Edges in a Connected Component : 15703
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.077504
Graph Density : 0.000435362615135561
Modularity : 0.322544
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,929 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, 06 March 2022 at 07:28 UTC.
The requested start date was Sunday, 06 March 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, 6-hour, 18-minute period from Tuesday, 01 March 2022 at 20:19 UTC to Friday, 04 March 2022 at 02:38 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:
[825] #datascientist,#cloud [824] #ehealth,#ces2023 [823] #women,#ehealth [814] #ces2023,#finserv [810] #cx,#women [809] #mwc22,#cx [807] #finserv,#fashiontech [639] #ai,#python [614] #machinelearning,#ai [601] know,more Top Word Pairs in Tweet in G1:
[755] #datascientist,#cloud [754] #ehealth,#ces2023 [753] #women,#ehealth [745] #ces2023,#finserv [741] #cx,#women [740] #mwc22,#cx [739] #finserv,#fashiontech [540] #ai,#python [530] #machinelearning,#ai [523] #cloud,#digital Top Word Pairs in Tweet in G2:
[17] learn,more [15] #sky,#cloud [11] #cloud,#cloudcomputing [11] sign,digitalocean [11] digitalocean,referral [11] referral,link [11] link,refer [11] refer,gets [11] gets,100 [11] 100,credit Top Word Pairs in Tweet in G3:
[162] #ai,#cloud [48] #saas,#cloud [41] #cloud,#logiciel [37] know,more [33] #ai,#python [32] learn,more [32] #machinelearning,#ai [26] #cloud,#cloudcomputing [22] #sky,#cloud [20] #featured,#courses Top Word Pairs in Tweet in G4:
[30] node,rewards [30] rewards,one [30] one,knows [30] knows,many [30] #nodes,going [30] going,created [27] cryptovium,#flux [26] flux,runonflux [24] 12th,march [20] #web3,cloud Top Word Pairs in Tweet in G5:
[30] miss,robertsirc [30] robertsirc,mattfarina's [30] mattfarina's,discussion [30] discussion,pick [30] pick,kubernetes [30] kubernetes,distribution [30] distribution,watch [18] #kubernetes,#k8s [15] join,community [15] community,konnect Top Word Pairs in Tweet in G6:
[38] #azure,#cloud [29] microsoft,azure [20] thsaueressig,sap [16] #aws,#azure [14] #sysadmin,#azure [13] sap,executive [13] #ai,#cloud [12] #infosec,#infosecjobs [12] cloud,migration [11] #infosecjobs,#cybersecurity Top Word Pairs in Tweet in G7:
[31] vdi,vs [31] vs,daas [31] operations,#security [31] #security,cost [31] cost,ronald_vanloon [31] ronald_vanloon,shirastweet [31] shirastweet,#citrixpartner [29] ronald_vanloon,vdi [27] ronald_vanloon,check [27] check,full Top Word Pairs in Tweet in G8:
[78] #iiot,#automation [74] welcome,#iot [74] #iot,coffee [74] coffee,talk [74] chat,#digital [74] #digital,#iiot [68] #automation,#digitaltwins [65] #digitaltwins,#edge [63] #edge,#cloud [60] #cloud,#digitaltransformation Top Word Pairs in Tweet in G9:
[91] #cloud,#tifa [88] #ff7r,#cloud [85] #ff7,#ff7r [83] looking,cloud [83] cloud,#ff7 [82] spykeee1945,looking [3] #tifa,#クラティ [3] cloud,tifa [3] tifa,#finalfantasyvii [3] #finalfantasyvii,#finalfantasy7 Top Word Pairs in Tweet in G10:
[33] #decentralized,#cloud [32] #cloud,#metaverse [31] ico,ieo [31] ieo,private [31] private,sales [31] sales,vcs [31] vcs,sales [31] sales,flux [31] flux,#flux [31] #flux,#web3 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: