The graph represents a network of 2,796 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, 27 September 2021 at 06:37 UTC.
The requested start date was Monday, 27 September 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, 22-hour, 59-minute period from Monday, 13 September 2021 at 00:58 UTC to Sunday, 26 September 2021 at 23:58 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 : 2796
Unique Edges : 1656
Edges With Duplicates : 10388
Total Edges : 12044
Number of Edge Types : 5
Retweet : 4379
MentionsInRetweet : 5166
Tweet : 1557
Mentions : 696
Replies to : 246
Self-Loops : 1659
Reciprocated Vertex Pair Ratio : 0.0105235464351486
Reciprocated Edge Ratio : 0.0208279093985941
Connected Components : 499
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 1346
Maximum Edges in a Connected Component : 9413
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.928717
Graph Density : 0.000491502043553146
Modularity : 0.288515
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,796 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, 27 September 2021 at 06:37 UTC.
The requested start date was Monday, 27 September 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, 22-hour, 59-minute period from Monday, 13 September 2021 at 00:58 UTC to Sunday, 26 September 2021 at 23:58 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:
[632] #iot,#iiot [596] #bulk,#data [595] #reactjs,#python [578] #rstats,#reactjs [562] #rstats,#ai [544] #reactjs,#iot [511] #python,#rstats [461] #ai,#python [455] #analytics,#bigdata [442] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[604] #iot,#iiot [596] #bulk,#data [560] #reactjs,#python [559] #rstats,#reactjs [527] #rstats,#ai [525] #reactjs,#iot [496] #python,#rstats [448] #ai,#python [429] #analytics,#bigdata [425] #selling,#bulk Top Word Pairs in Tweet in G2:
[94] #bigdata,# [89] online,ebook [89] ebook,open [89] open,access [89] access,#machinelearning [89] #machinelearning,scratch [89] scratch,datasciencectrl [85] kirkdborne,free [84] datasciencectrl,#bigdata [80] kirkdborne,online Top Word Pairs in Tweet in G3:
[30] data,entry [22] data,mining [21] #dataentry,#datamining [16] click,link [13] link,below [11] 100,accuracy [10] #datamining,#bigdata [10] data,skills [9] need,data [8] accuracy,click Top Word Pairs in Tweet in G4:
[26] birth,future [26] future,#datamining [26] #datamining,voter [26] voter,manipulation [16] danbuk4,birth [6] manipulation,#bigdata [6] #bigdata,#data [5] manipulation,datasociety [5] manipulation,heather_berlin [5] heather_berlin,aza Top Word Pairs in Tweet in G5:
[100] #rstats,#datascience [82] #datamining,#app [76] #datascience,#datamining [65] bloggers,rbloggers [58] rbloggers,#rstats [57] #app,#apps [51] #bigdata,#datamining [50] #datamining,#machinelearning [48] #machinelearning,#statistics [39] #adtech,#advertising Top Word Pairs in Tweet in G6:
[25] integrating,microsoft [25] microsoft,power [25] power,bi [25] bi,text [25] text,analytics [25] analytics,automeme [25] automeme,#businessintelligence [19] #datascience,#machinelearning [17] #machinelearning,clouds [17] clouds,perspective Top Word Pairs in Tweet in G7:
[97] sides,#data [95] drive,culture [95] culture,insights [95] insights,explore [92] relay,change [92] change,day [92] day,passing [92] passing,baton [92] baton,future [92] future,drive Top Word Pairs in Tweet in G8:
[56] tl,dr [56] dr,delay [56] delay,flight [56] flight,prevent [56] prevent,datamining [56] datamining,343 [56] 343,fuck [56] fuck,ourselves [56] ourselves,incredibly [55] punisheddelta,tl Top Word Pairs in Tweet in G9:
[77] kart_tour,news [73] 2nd,anniversary [73] anniversary,tour [67] news,datamining [44] datamining,special [44] special,pipe [44] pipe,pipe [44] pipe,week [44] week,2nd [44] tour,one Top Word Pairs in Tweet in G10:
[22] hiring,junior [22] junior,senior [22] senior,researcher [22] researcher,background [22] background,ecology [22] ecology,biotechnology [22] biotechnology,bioinformatics [22] bioinformatics,collect [22] collect,enrich [22] enrich,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G8:
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: