The graph represents a network of 6,843 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, 01 December 2022 at 07:28 UTC.
The requested start date was Thursday, 01 December 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, 3-hour, 40-minute period from Thursday, 24 November 2022 at 21:20 UTC to Thursday, 01 December 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 : 6843
Unique Edges : 2770
Edges With Duplicates : 13080
Total Edges : 15850
Number of Edge Types : 5
Tweet : 1162
Retweet : 6130
MentionsInRetweet : 7772
Mentions : 651
Replies to : 135
Self-Loops : 1217
Reciprocated Vertex Pair Ratio : 0.00695825049701789
Reciprocated Edge Ratio : 0.0138203356367226
Connected Components : 762
Single-Vertex Connected Components : 453
Maximum Vertices in a Connected Component : 5196
Maximum Edges in a Connected Component : 13022
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 5.847272
Graph Density : 0.000173089140950306
Modularity : 0.466531
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,843 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, 01 December 2022 at 07:28 UTC.
The requested start date was Thursday, 01 December 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, 3-hour, 40-minute period from Thursday, 24 November 2022 at 21:20 UTC to Thursday, 01 December 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:
[4604] python,month [4019] data,visualization [2818] road,map [2330] month,python [2302] month,excel [2302] map,month [2302] excel,month [2302] probability,month [2302] month,advance [2302] month,stats Top Word Pairs in Tweet in G1:
[4372] python,month [2479] road,map [2186] advance,python [2186] month,advance [2186] map,month [2186] month,stats [2186] month,excel [2186] probability,month [2186] stats,probability [2186] month,python Top Word Pairs in Tweet in G2:
[1254] data,visualization [1251] between,july [1251] earth,between [1251] july,2017 [1251] july,2018 [1251] earthquakes,earth [1251] rainmaker1973,data [1251] shows,occurrence [1251] occurrence,earthquakes [1251] nicolaraluk,shows Top Word Pairs in Tweet in G3:
[385] data,visualization [266] 00,gmt [266] full,gw [266] gw,data [266] table,gt [266] data,table [266] visualization,gt [266] gmt,full [266] gt,visualization [263] nov,2022 Top Word Pairs in Tweet in G4:
[367] data,analyst [353] data,visualization [345] ignore,master [345] visualization,tool [345] powerbi,very [345] powerbi,free [345] powerful,data [345] master,powerbi [345] very,powerful [345] analyst,ignore Top Word Pairs in Tweet in G5:
[413] data,visualization [248] road,map [182] statistics,algebra [182] algebra,excel [182] excel,sql [182] sql,data [179] ezekiel_aleke,data [175] data,analytics [162] ezekiel_aleke,statistics [162] follow,ezekiel_aleke Top Word Pairs in Tweet in G6:
[273] data,visualization [150] hands,data [127] visualization,hands [125] thesequenceai,free [106] fundamentals,data [104] ones,fundamentals [104] books,popular [104] free,books [104] popular,ones [103] visualization,reinforcem Top Word Pairs in Tweet in G7:
[151] data,visualization [51] data,science [41] #100daysofcode,day [32] visualization,tools [26] #pythonlearning,#datascience [26] #100daysofcode,#pythonlearning [26] #technology,#internet [24] patricealan2,day [24] #it,#data [22] #design,#it Top Word Pairs in Tweet in G8:
[66] writing,alt [66] alt,text [33] data,visualizations [33] text,charts [33] charts,data [33] many,struggle [33] cesal's,writing [33] visualizations,amy [33] amy,cesal's [33] struggle,writing Top Word Pairs in Tweet in G9:
[40] data,visualization [8] data,representation [8] chorus,voices [8] representation,creation [8] ways,data [8] visualization,world [8] collaborative,visualization [8] information,graphics [8] voices,data [8] graphics,visionaries Top Word Pairs in Tweet in G10:
[65] python,scala [65] sql,learn [65] one,public [65] java,go [65] public,cloud [65] excel,learn [65] learn,sql [65] data,careers [65] learn,python [65] careers,learn Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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