The graph represents a network of 2,109 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, 24 January 2022 at 07:37 UTC.
The requested start date was Monday, 24 January 2022 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 12-day, 1-hour, 34-minute period from Monday, 10 January 2022 at 01:25 UTC to Saturday, 22 January 2022 at 03:00 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 : 2109
Unique Edges : 1657
Edges With Duplicates : 7755
Total Edges : 9412
Number of Edge Types : 5
Retweet : 2945
MentionsInRetweet : 4442
Tweet : 1105
Mentions : 699
Replies to : 221
Self-Loops : 1138
Reciprocated Vertex Pair Ratio : 0.0148482892188509
Reciprocated Edge Ratio : 0.0292620865139949
Connected Components : 428
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 975
Maximum Edges in a Connected Component : 7676
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.660966
Graph Density : 0.000707188762716577
Modularity : 0.291048
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,109 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, 24 January 2022 at 07:37 UTC.
The requested start date was Monday, 24 January 2022 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 12-day, 1-hour, 34-minute period from Monday, 10 January 2022 at 01:25 UTC to Saturday, 22 January 2022 at 03:00 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:
[486] #bulk,#data [362] gave,kred [357] #selling,#bulk [350] kred,#influence [316] #analytics,#machinelearning [281] #machinelearning,#ai [273] eli_krumova,gave [268] 3k,plus [254] #scraping,#datamining [252] cursortek,#selling Top Word Pairs in Tweet in G1:
[361] gave,kred [349] kred,#influence [272] eli_krumova,gave [254] #analytics,#machinelearning [249] #machinelearning,#ai [227] #ai,#python [184] #python,#rstats [182] #influence,#datascience [153] #ai,#machinelearning [150] #datascience,#bigdata Top Word Pairs in Tweet in G2:
[49] data,mining [37] data,entry [23] click,link [21] #dataentry,#datamining [21] link,apply [19] #dataentry,#webresearch [15] more,info [14] web,research [14] entry,scraping [13] kind,data Top Word Pairs in Tweet in G3:
[53] #bigdata,#datascience [53] kirkdborne,free [43] #abdsc,#bigdata [41] #analytics,#machinelearning [39] #bigdata,#analytics [38] pdf,#bigdata [36] #datascience,#ai [36] free,pdf [36] pdf,ebooks [36] ebooks,#datasciencectrl Top Word Pairs in Tweet in G4:
[99] #adtech,#advertising [97] #advertising,#datamining [86] #datamining,#app [60] data,entry [54] hi,professional [54] professional,data [54] entry,expert [51] #copypaste,#datamining [48] #app,#apps [46] thanks,#dataentry Top Word Pairs in Tweet in G5:
[56] conste11ation,dag [40] dag,ltx [33] #datamining,platform [29] pawelsynapse,co [29] co,founder [29] founder,synapsenetwork_ [29] synapsenetwork_,#hypergraphhour [29] #hypergraphhour,talking [29] talking,bringing [29] bringing,p2p Top Word Pairs in Tweet in G7:
[6] latest,edition [6] edition,weekly [6] weekly,reset [6] reset,taliesinevitel [6] taliesinevitel,talk [6] talk,news [6] news,next [6] next,expansion [6] expansion,patch [6] patch,double Top Word Pairs in Tweet in G8:
[20] job,alert [20] alert,professorship [20] professorship,#computationalarchaeology [20] #computationalarchaeology,advertised [20] advertised,free [20] free,university [20] university,berlin [20] berlin,germany [19] freien,universität [19] universität,berlin Top Word Pairs in Tweet in G9:
[64] swisf,swis [51] swis,#privacy [51] #privacy,arrived [51] protecting,#americans [51] #americans,#liberty [41] arrived,ready [41] ready,push [41] push,harder [41] harder,#usa [41] #usa,market Top Word Pairs in Tweet in G10:
[382] #bulk,#data [288] #selling,#bulk [254] #scraping,#datamining [246] cursortek,#selling [237] 3k,plus [226] #socialmedia,#scraping [225] #hotels,#restaurants [225] #restaurants,#leads [206] plus,#businesses [206] #businesses,#categoires Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: