The graph represents a network of 2,339 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 January 2021 at 05:21 UTC.
The requested start date was Sunday, 24 January 2021 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 13-day, 4-hour, 25-minute period from Sunday, 10 January 2021 at 01:03 UTC to Saturday, 23 January 2021 at 05:28 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 : 2339
Unique Edges : 1788
Edges With Duplicates : 3850
Total Edges : 5638
Number of Edge Types : 5
Retweet : 1539
MentionsInRetweet : 2265
Tweet : 994
Mentions : 705
Replies to : 135
Self-Loops : 1020
Reciprocated Vertex Pair Ratio : 0.0220646178092987
Reciprocated Edge Ratio : 0.0431765612952968
Connected Components : 720
Single-Vertex Connected Components : 414
Maximum Vertices in a Connected Component : 726
Maximum Edges in a Connected Component : 3257
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.863681
Graph Density : 0.000474346000480563
Modularity : 0.47128
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,339 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 January 2021 at 05:21 UTC.
The requested start date was Sunday, 24 January 2021 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 13-day, 4-hour, 25-minute period from Sunday, 10 January 2021 at 01:03 UTC to Saturday, 23 January 2021 at 05:28 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 : predictive analytics
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:
[1482] predictive,analytics [269] #bigdata,#analytics [229] #analytics,#datascience [209] predictive,modeling [190] machine,learning [189] data,analytics [151] top,10 [151] 10,#books [151] #books,#predictiveanalytics [151] artificial,intelligence Top Word Pairs in Tweet in G1:
[399] predictive,analytics [101] data,analytics [96] using,predictive [93] decision,making [91] analytics,predictive [87] currently,using [87] analytics,algorithmic [87] algorithmic,decision [87] making,data [81] predictive,modeling Top Word Pairs in Tweet in G2:
[260] predictive,analytics [256] #bigdata,#analytics [218] #analytics,#datascience [146] top,10 [146] 10,#books [146] #books,#predictiveanalytics [132] vs,predictive [122] prescriptive,vs [118] analytics,unlearn [118] unlearn,relearn Top Word Pairs in Tweet in G3:
[58] petebuttigieg,improving [58] improving,infrastructure [58] infrastructure,cities [58] cities,using [58] using,artificial [58] artificial,intelligence [58] intelligence,predictive [58] predictive,analytics [58] analytics,gives [57] soulflickering,petebuttigieg Top Word Pairs in Tweet in G4:
[23] partnership,microsoft [18] returns,fraud [16] analytics,#machinelearning [15] predictive,analytics [13] jan,20 [13] 20,session [13] session,#nrf2021 [12] register,jan [12] building,partnership [12] microsoft,brought Top Word Pairs in Tweet in G5:
[90] predictive,analytics [20] top,#growthhacking [20] #growthhacking,tactics [20] tactics,fuel [20] fuel,#b2b [20] #b2b,sales [20] sales,invest [20] invest,#chatbots [20] #chatbots,personalized [20] personalized,experience Top Word Pairs in Tweet in G6:
[46] data,science [43] predictive,analytics [21] science,work [21] work,using [19] analytics,data [18] using,postgresql [8] steven,pousty [8] pousty,thesteve0 [8] thesteve0,predictive [7] machine,learning Top Word Pairs in Tweet in G7:
[61] predictive,analytics [53] artificial,intelligence [22] intelligence,predictive [17] machine,learning [12] quickly,becoming [12] becoming,essential [12] essential,tools [12] tools,growth [9] global,recruitment [9] recruitment,digital Top Word Pairs in Tweet in G9:
[33] predictive,analytics [15] analytics,data [15] data,mining [15] mining,#machinelearning [15] #machinelearning,#ad [12] machinelearnflx,predictive [7] learning,predictive [5] advances,deep [5] deep,learning [5] analytics,significantly Top Word Pairs in Tweet in G10:
[32] ai,future [32] future,health [32] health,care [32] care,five [32] five,years [32] years,patients [32] patients,go [32] go,doctor [32] doctor,small [32] small,changes Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
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: