The graph represents a network of 3,301 Twitter users whose recent tweets contained "#cloudcomputing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 20 October 2020 at 19:34 UTC.
The tweets in the network were tweeted over the 2-day, 15-hour, 55-minute period from Sunday, 18 October 2020 at 01:42 UTC to Tuesday, 20 October 2020 at 17:37 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 : 3301
Unique Edges : 6994
Edges With Duplicates : 17447
Total Edges : 24441
Number of Edge Types : 5
Retweet : 16053
MentionsInRetweet : 5099
Replies to : 82
Mentions : 1176
Tweet : 2031
Self-Loops : 2204
Reciprocated Vertex Pair Ratio : 0.0149971379507728
Reciprocated Edge Ratio : 0.0295510940672231
Connected Components : 470
Single-Vertex Connected Components : 336
Maximum Vertices in a Connected Component : 2562
Maximum Edges in a Connected Component : 23544
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.816315
Graph Density : 0.00081389477935979
Modularity : 0.272175
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,301 Twitter users whose recent tweets contained "#cloudcomputing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 20 October 2020 at 19:34 UTC.
The tweets in the network were tweeted over the 2-day, 15-hour, 55-minute period from Sunday, 18 October 2020 at 01:42 UTC to Tuesday, 20 October 2020 at 17:37 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 : TwitterSearch
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[10776] #python,#rstats [10758] #iot,#iiot [10133] #cloudcomputing,#serverless [9963] #coding,#100daysofcode [9191] #programming,#coding [9103] #javascript,#reactjs [8925] #analytics,#datascience [8620] #bigdata,#analytics [8142] #datascientist,#linux [7519] #datascience,#ai Top Word Pairs in Tweet in G1:
[9339] #iot,#iiot [9284] #python,#rstats [8762] #cloudcomputing,#serverless [8628] #coding,#100daysofcode [8001] #programming,#coding [7801] #javascript,#reactjs [7688] #analytics,#datascience [7385] #bigdata,#analytics [6857] #datascientist,#linux [6569] #datascience,#ai Top Word Pairs in Tweet in G2:
[956] #iot,#iiot [927] #javascript,#reactjs [924] #python,#rstats [917] #cloudcomputing,#serverless [916] #bigdata,#analytics [887] #coding,#100daysofcode [885] #analytics,#datascience [862] #datascientist,#linux [848] #serverless,#datascientist [797] #programming,#coding Top Word Pairs in Tweet in G3:
[259] #python,#rstats [239] #coding,#100daysofcode [226] #iot,#iiot [222] #cloudcomputing,#serverless [202] #programming,#coding [187] #javascript,#reactjs [168] #linux,#programming [167] #analytics,#datascience [164] #datascientist,#linux [148] #java,#javascript Top Word Pairs in Tweet in G4:
[50] case,missed [50] missed,extremecloud [50] extremecloud,iq [50] iq,pilot [50] pilot,subscribers [50] subscribers,access [50] access,new [50] new,applications [50] applications,including [50] including,wireless Top Word Pairs in Tweet in G5:
[118] #iot,#iiot [114] #cloudcomputing,#serverless [109] #python,#rstats [106] gt,gt [96] #coding,#100daysofcode [94] #javascript,#reactjs [91] #datascientist,#linux [87] #programming,#coding [86] #bigdata,#analytics [84] #analytics,#datascience Top Word Pairs in Tweet in G6:
[244] adoption,of [244] cagr,of [130] integration,of [130] of,#iot [130] #iot,#ai [130] #ai,amp [130] amp,#cloudcomputing [130] #cloudcomputing,automobiles [130] automobiles,amp [130] amp,rising Top Word Pairs in Tweet in G7:
[74] antgrasso,antgrasso_it [70] cloud,computing [67] antgrasso_it,#cloudcomputing [61] link,antgrasso [60] enabling,businesses [60] businesses,of [60] of,sizes [60] sizes,generate [60] generate,additional [60] additional,revenue Top Word Pairs in Tweet in G8:
[122] #python,#rstats [116] #datascientist,#linux [112] #java,#javascript [109] #linux,#programming [89] #rstats,#java [85] #cybersecurity,#datascientist [84] #javascript,#aws [84] #aws,#100daysofcode [84] #100daysofcode,#reactjs [84] #reactjs,#coding Top Word Pairs in Tweet in G9:
[27] #ai,#iot [24] #future,of [24] of,#networks [24] ronald_vanloon,amp [24] amp,bill [24] bill,qin [24] qin,#huaweipartner [24] #huaweipartner,#huaweiconnect [24] #huaweiconnect,huaweicarrier [24] huaweicarrier,huawei Top Word Pairs in Tweet in G10:
[5] thrilled,welcome [5] welcome,many [5] many,great [5] great,companies [5] companies,growing [5] growing,ecosystem [5] ecosystem,of [5] of,isv [5] isv,partners [5] partners,financial Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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: