The graph represents a network of 3,318 Twitter users whose recent tweets contained "#cloud", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 3018-day, 6-hour, 41-minute period from Friday, 14 November 2014 at 18:18 UTC to Sunday, 19 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3318
Unique Edges : 2456
Edges With Duplicates : 8839
Total Edges : 11295
Number of Edge Types : 8
Retweet : 2603
MentionsInRetweet : 3636
Tweet : 1984
Mentions : 1455
MentionsInReplyTo : 745
Replies to : 472
MentionsInQuote : 320
Quote : 80
Self-Loops : 3301
Reciprocated Vertex Pair Ratio : 0.0266012396694215
Reciprocated Edge Ratio : 0.0518238993710692
Connected Components : 813
Single-Vertex Connected Components : 487
Maximum Vertices in a Connected Component : 1346
Maximum Edges in a Connected Component : 7535
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.781522
Graph Density : 0.000361173002686037
Modularity : 0.35395
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,318 Twitter users whose recent tweets contained "#cloud", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 3018-day, 6-hour, 41-minute period from Friday, 14 November 2014 at 18:18 UTC to Sunday, 19 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[504] #bigdata,#devcommunity [490] #devcommunity,#technology [408] #technology,#programming [381] #programming,#ai [331] #ai,#iiot [274] #datascience,#tech [273] #iiot,#100daysofcode [258] #100daysofcode,#linux [256] #linux,#python [255] #tech,#cloud Top Word Pairs in Tweet in G1:
[50] #saas,#cloud [48] #cloud,#logiciel [38] #technology,#nftcommunity [32] cloud,call [30] centar,za [30] troškova,#cloud [30] bez,ikakvih [30] vas,obezbijedite [30] za,vas [30] kontakt,centar Top Word Pairs in Tweet in G2:
[504] #bigdata,#devcommunity [490] #devcommunity,#technology [407] #technology,#programming [380] #programming,#ai [331] #ai,#iiot [273] #iiot,#100daysofcode [269] #datascience,#tech [258] #100daysofcode,#linux [254] #linux,#python [252] #tech,#cloud Top Word Pairs in Tweet in G3:
[63] #ai,#machinelearning [43] #machinelearning,#iot [32] #datascience,#bigdata [31] #iot,#ml [27] #bigdata,#analytics [24] #coding,#100daysofcode [21] #tech,#innovation [20] #ml,#cloudcomputing [20] #tech,#ai [19] #python,#flutter Top Word Pairs in Tweet in G4:
[84] #cloud,#aws [78] #azure,#network [78] #cybersecurity,#cyber [78] #aws,#cybersecurity [78] #cyber,#google [78] cloud,certifications [78] #infosec,#azure [78] #google,#infosec [78] certifications,#cloud [78] valuable,cloud Top Word Pairs in Tweet in G5:
[142] develops,products [142] yartu,develops [142] practice,developing [142] enable,users [142] aim,practice [142] products,enable [142] users,utilize [142] #services,aim [142] developing,#cloud [142] utilize,#services Top Word Pairs in Tweet in G6:
[131] chinese,tech [131] tech,conglomerate [131] unit,chinese [131] conglomerate,tapped [131] tapped,#multiversx [131] #tencent,#cloud [131] #cloud,unit [76] known,#elrond [76] #elrond,build [76] previously,known Top Word Pairs in Tweet in G7:
[126] #nft,#nfts [73] #altcoin,#altcoins [71] #cloud,#hodl [71] #nfts,#chatgpt [71] #crypto,#cryptocurrency [71] #chatgpt,#ai [71] #pumping,#cloud [71] #web3,#nft [71] #gamefi,#crypto [71] #ai,#defi Top Word Pairs in Tweet in G8:
[12] case,study [12] thank,sharing [12] insights,makes [12] users,analysts [12] sharing,case [12] automatic,insights [12] alteryx,thank [12] makes,#business [12] #business,users [12] analysts,alteryx Top Word Pairs in Tweet in G9:
[19] #nlp,#iiot [19] #javascript,#digitalhealth [19] #python,#rstats [19] #computers,repair [19] #iot,#nlp [19] #rectajs,#iot [19] #usarthailand,#analytics [19] #analytics,#5g [19] #rstats,#rectajs [19] #ai,#python Top Word Pairs in Tweet in G10:
[22] ethereum,blockchain [22] blockchain,service [12] #blockchain,#cloud [12] azure,#cloud [12] microsoft,azure [11] gray,microsoft [11] azure,cloud [11] strato,running [11] lubin,takes [11] takes,stage Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: