The graph represents a network of 4,108 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, 28 November 2021 at 07:28 UTC.
The requested start date was Sunday, 28 November 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, 6-hour, 6-minute period from Thursday, 25 November 2021 at 18:54 UTC to Sunday, 28 November 2021 at 01:01 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 : 4108
Unique Edges : 3400
Edges With Duplicates : 12887
Total Edges : 16287
Number of Edge Types : 5
Retweet : 5247
MentionsInRetweet : 6611
Mentions : 2100
Tweet : 2242
Replies to : 87
Self-Loops : 2488
Reciprocated Vertex Pair Ratio : 0.0171736997055937
Reciprocated Edge Ratio : 0.0337674867342016
Connected Components : 758
Single-Vertex Connected Components : 477
Maximum Vertices in a Connected Component : 2696
Maximum Edges in a Connected Component : 13992
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.699274
Graph Density : 0.000368608562245237
Modularity : 0.341101
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,108 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, 28 November 2021 at 07:28 UTC.
The requested start date was Sunday, 28 November 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, 6-hour, 6-minute period from Thursday, 25 November 2021 at 18:54 UTC to Sunday, 28 November 2021 at 01:01 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:
[529] #machinelearning,#ai [518] #ai,#python [481] #python,#datascience [405] #datascience,#bigdata [403] #devcommunity,#technology [399] #bigdata,#devcommunity [353] #frenchtech,#women [339] #women,#datascientist [336] #fashiontech,#ehealth [334] #datascientist,#fashiontech Top Word Pairs in Tweet in G1:
[379] #devcommunity,#technology [374] #bigdata,#devcommunity [298] #technology,#programming [286] #programming,#ai [281] #machinelearning,#ai [278] #ai,#python [272] #ai,#iiot [253] #python,#datascience [213] #ai,#cloud [209] #datascience,#bigdata Top Word Pairs in Tweet in G2:
[159] #cryptocurrency,#cloud [158] #cloud,#decentralized [152] #blockchain,#cryptocurrency [152] #decentralized,#altcoin [150] #altcoin,#confidentiality [144] #privacy,#token [144] #confidentiality,#privacy [139] #token,#coin [104] #crypto,#blockchain [40] ethernity,cloud Top Word Pairs in Tweet in G3:
[30] #cloud,#bigdata [30] #ai,#ml [27] #iot,#cloud [27] #frenchtech,#women [26] #ai,#machinelearning [25] #ai,#iot [25] #women,#datascientist [25] #datascientist,#fashiontech [24] #fashiontech,#ehealth [22] #5g,#ai Top Word Pairs in Tweet in G4:
[98] #blockchain,#web3 [97] #crypto,#cryptocurrency [85] hello,world [85] world,wordpressdotcom [85] #cloud,#blockchain [84] #cloudcomputing,#cloud [81] wordpressdotcom,deployed [81] deployed,#flux [81] #flux,#winning [81] #winning,#cloudcomputing Top Word Pairs in Tweet in G5:
[158] #cloud,#tifa [75] #クラティ,#cloud [73] #cloti,#cloud [69] #cloti,#クラティ [67] drive,look [67] look,wanted [67] wanted,see [67] see,gang [67] gang,cute [67] cute,ff Top Word Pairs in Tweet in G6:
[160] #machinelearning,#ai [158] #ai,#python [151] #python,#datascience [129] #datascience,#bigdata [114] #bigdata,#deeplearning [112] #deeplearning,#iot [87] #datasecurity,#privacy [83] #privacy,#100daysofcode [82] #cybersecurity,#digital [78] #iot,#100daysofcode Top Word Pairs in Tweet in G7:
[186] #frenchtech,#women [183] #women,#datascientist [182] #fashiontech,#ehealth [180] #datascientist,#fashiontech [162] #ehealth,#datascience [108] #datascience,#finserv [107] #digital,#cx [102] #cx,#iot [102] #iot,#frenchtech [83] #bigdata,#100daysofcode Top Word Pairs in Tweet in G8:
[34] stop,leaving [34] leaving,port [34] port,3389 [34] 3389,open [34] open,rdp [34] rdp,azure [34] azure,vms [34] vms,jaydestro [34] jaydestro,shares [34] shares,azure Top Word Pairs in Tweet in G9:
[32] #datasecurity,#privacy [32] #machinelearning,#ai [32] #ai,#python [31] #privacy,#100daysofcode [29] #python,#datascience [28] #datascience,#bigdata [24] #100daysofcode,#security [21] #security,#cloud [17] #cloud,#cloudcomputing [17] join,hybrid Top Word Pairs in Tweet in G10:
[8] #datasecurity,#privacy [8] #machinelearning,#ai [8] #ai,#python [8] #python,#datascience [7] #datascience,#bigdata [7] million,people [6] #privacy,#100daysofcode [6] #remotework,#remotejobs [6] #remotejobs,#cloud [6] expanding,access 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 G7:
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: