The graph represents a network of 4,032 Twitter users whose recent tweets contained "#Bigdata", 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 Monday, 28 September 2020 at 03:42 UTC.
The tweets in the network were tweeted over the 1-day, 9-hour, 38-minute period from Saturday, 26 September 2020 at 16:20 UTC to Monday, 28 September 2020 at 01:59 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 : 4032
Unique Edges : 16495
Edges With Duplicates : 35936
Total Edges : 52431
Number of Edge Types : 5
Mentions : 4778
Retweet : 15401
MentionsInRetweet : 29111
Replies to : 758
Tweet : 2383
Self-Loops : 2733
Reciprocated Vertex Pair Ratio : 0.0132400226971818
Reciprocated Edge Ratio : 0.0261340302408064
Connected Components : 207
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 3502
Maximum Edges in a Connected Component : 51764
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.141832
Graph Density : 0.00131840340535453
Modularity : 0.249339
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,032 Twitter users whose recent tweets contained "#Bigdata", 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 Monday, 28 September 2020 at 03:42 UTC.
The tweets in the network were tweeted over the 1-day, 9-hour, 38-minute period from Saturday, 26 September 2020 at 16:20 UTC to Monday, 28 September 2020 at 01:59 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 : #Bigdata
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:
[5565] #bigdata,#analytics [4834] #iot,#iiot [4524] #python,#rstats [4503] #javascript,#reactjs [4384] #analytics,#datascience [4266] #coding,#100daysofcode [4194] #programming,#coding [3850] #datascience,#ai [3650] #ai,#machinelearning [3620] #cloudcomputing,#serverless Top Word Pairs in Tweet in G1:
[570] #ai,#iot [522] #bigdata,#analytics [415] #iot,#iiot [414] #ai,#machinelearning [389] gt,gt [357] #iot,#bigdata [351] #coding,#100daysofcode [347] #javascript,#reactjs [341] #python,#rstats [329] #programming,#coding Top Word Pairs in Tweet in G2:
[685] #bigdata,#analytics [630] read,more [611] #iot,#iiot [595] #ai,#machinelearning [575] #ai,#iot [569] #datascience,#ai [562] #bigdata,#datascience [520] #analytics,#datascience [461] #python,#rstats [455] #javascript,#reactjs Top Word Pairs in Tweet in G3:
[621] #bigdata,#analytics [605] #iot,#iiot [601] #datascience,#ai [600] #javascript,#reactjs [540] #ai,#machinelearning [529] #python,#rstats [529] #cloudcomputing,#serverless [521] #coding,#100daysofcode [503] #programming,#coding [494] #analytics,#datascience Top Word Pairs in Tweet in G4:
[3561] #bigdata,#analytics [3160] #iot,#iiot [3145] #python,#rstats [3059] #javascript,#reactjs [2996] #analytics,#datascience [2925] #coding,#100daysofcode [2900] #programming,#coding [2436] #cloudcomputing,#serverless [2336] #datascience,#ai [2051] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[149] #bigdata,#analytics [83] #ai,#bigdata [80] #ml,#ai [79] #analyticship,#bi [79] #bi,#ml [79] #analytics,#hied [50] #datascience,#machinelearning [49] #machinelearning,#bigdata [42] artificial,intelligence [41] #python,#rstats Top Word Pairs in Tweet in G6:
[17] big,data [10] #bigdata,#machinelearning [9] #data,#bigdata [8] #bigdata,#blockchain [8] #blockchain,#cryptocurrency [7] quote,#bigdata [7] #tableau,#data [7] #machinelearning,#artificialintelligence [7] #artificialintelligence,#python [7] #python,#powerbi Top Word Pairs in Tweet in G8:
[41] track,rap [41] rap,hunt [41] hunt,hope [41] hope,go [41] go,listen [41] listen,looking [41] looking,music [41] hope,#saturdaymorning [41] #saturdaymorning,#saturdayvibes [41] #saturdayvibes,#saturdaymotivation Top Word Pairs in Tweet in G9:
[42] #fintech,#innovation [42] #innovation,#ai [42] #ai,#sustainable [42] #bigdata,riskcentre [42] riskcentre,saeedbaygi [42] saeedbaygi,womenidiaspora [42] womenidiaspora,equalitywomen2 [42] equalitywomen2,datacenter0 [42] datacenter0,financedata1 [41] #lot,#ml Top Word Pairs in Tweet in G10:
[25] fao,googleearth [25] googleearth,lanzan [25] lanzan,nueva [25] nueva,herramienta [25] herramienta,#bigdata [25] #bigdata,plataforma [25] plataforma,geoespacial [25] geoespacial,fao [25] fao,permite [25] permite,acceder 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 Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 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: