The graph represents a network of 4,078 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, 10 August 2020 at 06:36 UTC.
The requested start date was Monday, 10 August 2020 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 12-day, 13-hour, 3-minute period from Monday, 27 July 2020 at 17:16 UTC to Sunday, 09 August 2020 at 06:19 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 : 4078
Unique Edges : 2222
Edges With Duplicates : 12407
Total Edges : 14629
Number of Edge Types : 5
Retweet : 5357
MentionsInRetweet : 6574
Mentions : 615
Replies to : 341
Tweet : 1742
Self-Loops : 1788
Reciprocated Vertex Pair Ratio : 0.00888717156105101
Reciprocated Edge Ratio : 0.0176177709689774
Connected Components : 644
Single-Vertex Connected Components : 296
Maximum Vertices in a Connected Component : 2433
Maximum Edges in a Connected Component : 12393
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.993121
Graph Density : 0.000314086257396996
Modularity : 0.332286
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,078 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, 10 August 2020 at 06:36 UTC.
The requested start date was Monday, 10 August 2020 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 12-day, 13-hour, 3-minute period from Monday, 27 July 2020 at 17:16 UTC to Sunday, 09 August 2020 at 06:19 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:
[648] #bigdata,#datascience [417] #datascience,#ai [413] educational,#datamining [408] kirkdborne,free [320] #ai,#ml [283] statistical,learning [282] #bulk,#data [279] free,pdf [277] cheat,sheet [268] learning,#machinelearning Top Word Pairs in Tweet in G1:
[328] #bigdata,#datascience [270] kirkdborne,free [253] #datascience,#ai [210] statistical,learning [207] cheat,sheet [206] free,pdf [199] pdf,#datascience [199] #datascience,cheat [199] sheet,covers [199] covers,concepts Top Word Pairs in Tweet in G2:
[308] #bigdata,#datascience [268] #bulk,#data [223] #machinelearning,#deeplearning [191] #adtech,#advertising [182] #scraping,#datamining [179] #datascience,#datamining [179] #advertising,#datamining [175] #ai,#ml [174] #selling,#bulk [172] learn,#datacamp Top Word Pairs in Tweet in G3:
[60] data,entry [46] #webresearch,#datamining [46] #datamining,#leadgeneration [42] #data,#entry [40] need,#data [40] #entry,#emails [40] #emails,#collection [40] #collection,#editing [40] #editing,#scrap [40] #scrap,#pdf Top Word Pairs in Tweet in G4:
[403] educational,#datamining [220] #bigdata,fuel [220] fuel,educational [220] #datamining,enable [219] enable,institutes [219] institutes,discover [219] discover,patterns [219] patterns,trends [219] trends,creating [219] creating,models Top Word Pairs in Tweet in G5:
[243] #mariokarttour,#mktn [243] discord,server [222] datamining,character [222] character,bomb [222] bomb,king [222] king,#mariokarttour [222] #mktn,source [222] source,discord [222] server,member [222] member,harm Top Word Pairs in Tweet in G6:
[94] #shadowlands,#warcraft [87] build,35360 [82] datamining,build [82] 35360,begun [82] begun,first [82] first,thing [82] thing,found [82] found,adorable [82] adorable,baby [82] baby,steward Top Word Pairs in Tweet in G7:
[198] caught,red [198] red,handed [198] handed,#bytedance [198] #bytedance,#ccp [198] #ccp,branch [198] branch,uses [198] uses,massive [198] massive,#informationcollection [198] #informationcollection,depth [198] depth,#datamining Top Word Pairs in Tweet in G8:
[78] blackstone,whattt [78] obvious,telling [78] telling,#datamining [78] #datamining,ninaandtito [78] ninaandtito,patribotics [78] patribotics,lincolnsbible [77] integrityshines,blackstone [49] whattt,isnâ [49] isnâ,obvious [48] lincolnsbible,kelâ Top Word Pairs in Tweet in G9:
[20] make,simple [20] simple,explain [20] explain,#ai [20] #ai,#ml [20] #ml,#deeplearning [20] #deeplearning,together [20] together,#datascience [20] #datascience,data [20] data,analysis [20] analysis,#analytics Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: