The graph represents a network of 6,562 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 February 2022 at 07:36 UTC.
The requested start date was Thursday, 24 February 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 6-day, 9-hour, 33-minute period from Thursday, 17 February 2022 at 15:27 UTC to Thursday, 24 February 2022 at 01:00 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 : 6562
Unique Edges : 1629
Edges With Duplicates : 12487
Total Edges : 14116
Number of Edge Types : 5
Retweet : 5856
MentionsInRetweet : 6140
Replies to : 229
Mentions : 569
Tweet : 1322
Self-Loops : 1354
Reciprocated Vertex Pair Ratio : 0.0100739807964741
Reciprocated Edge Ratio : 0.0199470157394421
Connected Components : 867
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 2969
Maximum Edges in a Connected Component : 7578
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.137689
Graph Density : 0.000149047870496842
Modularity : 0.4486
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,562 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 February 2022 at 07:36 UTC.
The requested start date was Thursday, 24 February 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 6-day, 9-hour, 33-minute period from Thursday, 17 February 2022 at 15:27 UTC to Thursday, 24 February 2022 at 01:00 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 : data visualization
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:
[4329] data,visualization [1310] koreansales_twt,data [1137] power,bi [1134] 01,2022 [1127] data,analysis [1083] microsoft,power [1004] excel,spreadsheets [1004] spreadsheets,microsoft [993] need,focus [992] career,need Top Word Pairs in Tweet in G1:
[1363] data,visualization [1309] koreansales_twt,data [1133] 01,2022 [719] total,album [719] album,sales [643] visualization,best [643] best,selling [584] albums,under [561] selling,albums [327] 2015,01 Top Word Pairs in Tweet in G2:
[944] power,bi [931] microsoft,power [929] excel,spreadsheets [929] spreadsheets,microsoft [925] data,analysis [925] career,need [925] need,focus [925] focus,excel [923] analysis,career [923] highimpact01,data Top Word Pairs in Tweet in G3:
[515] data,visualization [504] buat,kamu [504] kamu,yang [504] yang,masih [504] masih,belajar [504] belajar,visualisasi [504] visualisasi,data [504] data,dan [504] dan,bingung [504] bingung,harus Top Word Pairs in Tweet in G4:
[356] data,visualization [28] data,analysis [19] visualization,data [15] power,bi [13] data,analytics [12] machine,learning [11] visualization,tools [10] microsoft,power [10] visualization,analyst [9] great,data Top Word Pairs in Tweet in G5:
[511] data,visualization [228] data,science [141] #python,#datascience [128] science,ml [124] #analytics,#datascience [111] #datascience,#machinelearning [95] #python,#rstats [91] #iot,#iiot [90] handbook,data [90] visualization,#bigdata Top Word Pairs in Tweet in G6:
[290] data,visualization [281] learning,data [280] github,repositories [280] repositories,visit [280] visit,learning [280] visualization,python [280] python,thread [279] techiweala,github [23] power,bi [20] highimpact01,data Top Word Pairs in Tweet in G7:
[182] tech,skills [182] skills,demand [182] demand,2022 [182] 2022,cybersecurity [182] cybersecurity,video [182] video,editing [182] editing,software [182] software,app [182] app,development [182] development,cloud Top Word Pairs in Tweet in G8:
[181] data,visualization [172] visualization,python [161] cheat,sheet [161] sheet,data [161] python,#python [161] #python,#datavisualization [161] #datavisualization,#cheatsheet [160] datasciencedojo,cheat [160] #cheatsheet,ht [11] techiweala,github Top Word Pairs in Tweet in G9:
[155] data,visualization [80] microsoft,power [80] power,bi [69] visualization,tools [69] tools,learn [69] learn,data [69] data,analyst [69] analyst,tableau [69] tableau,microsoft [69] bi,qlik Top Word Pairs in Tweet in G10:
[90] في,تحليل [90] تحليل,البيانات [89] tableau,هو [89] هو,data [89] data,visualization [89] visualization,tool [89] tool,بيستخدم [89] بيستخدم,في [89] البيانات,بشكل [89] بشكل,بسيط Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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 G5:
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Top Tweeters in G7:
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Top Tweeters in G10: