The graph represents a network of 2,970 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 April 2021 at 06:35 UTC.
The requested start date was Monday, 26 April 2021 at 00:01 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 13-day, 12-hour, 29-minute period from Monday, 12 April 2021 at 11:30 UTC to Monday, 26 April 2021 at 00:00 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 : 2970
Unique Edges : 2067
Edges With Duplicates : 13050
Total Edges : 15117
Number of Edge Types : 5
Mentions : 948
MentionsInRetweet : 6710
Retweet : 5615
Tweet : 1591
Replies to : 253
Self-Loops : 1727
Reciprocated Vertex Pair Ratio : 0.0194847369560511
Reciprocated Edge Ratio : 0.0382246761520493
Connected Components : 521
Single-Vertex Connected Components : 265
Maximum Vertices in a Connected Component : 1684
Maximum Edges in a Connected Component : 13200
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.06919
Graph Density : 0.00053402555928659
Modularity : 0.261955
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,970 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 April 2021 at 06:35 UTC.
The requested start date was Monday, 26 April 2021 at 00:01 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 13-day, 12-hour, 29-minute period from Monday, 12 April 2021 at 11:30 UTC to Monday, 26 April 2021 at 00:00 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 : datamining
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:
[1088] #iot,#iiot [900] #rstats,#reactjs [710] #python,#rstats [697] #analytics,#bigdata [609] #machinelearning,#ai [560] #ai,#python [538] #reactjs,#iot [505] #bulk,#data [483] data,science [477] #bigdata,#ai Top Word Pairs in Tweet in G1:
[311] ingliguori,#digitaltransformation [211] #iot,#iiot [198] #bigdata,vs [198] vs,#datascience [195] #machinelearning,#ai [171] dataflairws,ingliguori [161] trending,2021 [161] #rstats,#reactjs [150] ingliguori,#infographic [147] #datascience,know Top Word Pairs in Tweet in G2:
[839] #iot,#iiot [727] #rstats,#reactjs [555] #python,#rstats [552] #analytics,#bigdata [462] #bulk,#data [436] #ai,#python [413] #reactjs,#iot [386] #machinelearning,#ai [380] #bigdata,#ai [354] catherineadenle,infographic Top Word Pairs in Tweet in G3:
[40] data,entry [29] data,mining [25] #dataentry,#datamining [16] click,link [14] link,below [12] 100,accuracy [12] virtual,assistant [10] need,data [10] web,research [9] #datacollection,#dataentry Top Word Pairs in Tweet in G4:
[95] patch,datamining [95] chains,domination [89] wowhead,datamining [82] domination,first [79] datamining,started [78] started,chains [78] first,banshee [78] banshee,model [78] model,sylvanas [78] sylvanas,#warcraft Top Word Pairs in Tweet in G5:
[72] #bigdata,#datascience [49] kirkdborne,free [34] #datascience,#ai [33] #abdsc,#bigdata [32] artificial,intelligence [32] intelligence,#python [32] #python,complete [32] complete,guide [32] guide,building [32] building,intelligent Top Word Pairs in Tweet in G6:
[143] #mariokarttour,#mktn [113] kart_tour,datamining [106] kart_tour,news [67] tour,starts [67] starts,#mariokarttour [67] #mariokarttour,ps [67] ps,stay [67] stay,tuned [67] tuned,updates [67] updates,datamining Top Word Pairs in Tweet in G7:
[77] visualisation,information [62] make,difference [62] #data,identify [62] identify,compelling [54] eyes,make [54] make,discover [54] discover,#data [54] #data,value [54] value,#visualanalytics [54] #visualanalytics,spread Top Word Pairs in Tweet in G9:
[64] #datamining,#techjunkienews [19] artificial,intelligence [16] graph,ai [12] #analytics,#datamining [12] #august,09 [12] 09,10 [12] 10,2021 [12] #zurich,#switzerland [11] #ml,#ai [11] ai,summit Top Word Pairs in Tweet in G10:
[29] many,ways [28] one,many [28] ways,#artificialintelligence [28] #artificialintelligence,achieved [28] achieved,catherineadenle [28] catherineadenle,ty [28] ty,calsoft_data [28] calsoft_data,cc [28] cc,openai [28] openai,vinod1975 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G8:
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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: