The graph represents a network of 6,807 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, 02 June 2022 at 06:30 UTC.
The requested start date was Thursday, 02 June 2022 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 8-day, 9-hour, 56-minute period from Tuesday, 24 May 2022 at 14:00 UTC to Wednesday, 01 June 2022 at 23:57 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 : 6807
Unique Edges : 2877
Edges With Duplicates : 12066
Total Edges : 14943
Number of Edge Types : 5
Tweet : 1378
Retweet : 5711
MentionsInRetweet : 6754
Mentions : 849
Replies to : 251
Self-Loops : 1447
Reciprocated Vertex Pair Ratio : 0.0086897488119484
Reciprocated Edge Ratio : 0.0172297752052766
Connected Components : 1091
Single-Vertex Connected Components : 552
Maximum Vertices in a Connected Component : 3769
Maximum Edges in a Connected Component : 9983
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.662237
Graph Density : 0.000160355057914531
Modularity : 0.486788
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,807 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, 02 June 2022 at 06:30 UTC.
The requested start date was Thursday, 02 June 2022 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 8-day, 9-hour, 56-minute period from Tuesday, 24 May 2022 at 14:00 UTC to Wednesday, 01 June 2022 at 23:57 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:
[4483] data,visualization [1494] 04,2022 [1431] koreansales_twt,data [1160] total,album [1160] album,sales [704] data,analysis [454] 2015,04 [408] best,selling [404] data,science [386] data,analytics Top Word Pairs in Tweet in G1:
[1494] data,visualization [1488] 04,2022 [1425] koreansales_twt,data [1153] total,album [1153] album,sales [454] 2015,04 [408] best,selling [356] albums,under [338] visualization,best [296] selling,albums Top Word Pairs in Tweet in G2:
[539] data,visualization [261] data,science [206] science,skills [204] programming,language [203] important,data [203] skills,beginners [203] beginners,focus [203] focus,database [203] database,mysql [203] mysql,postgresql Top Word Pairs in Tweet in G3:
[441] data,visualization [38] data,analysis [31] power,bi [26] data,analytics [23] visualization,tools [17] learn,more [16] business,intelligence [16] analysis,visualization [16] data,center [15] data,science Top Word Pairs in Tweet in G4:
[284] data,visualization [274] machine,learning [274] learning,data [273] looking,learn [273] learn,learn [273] learn,python [273] python,python [273] python,used [273] used,ai [273] ai,machine Top Word Pairs in Tweet in G5:
[273] data,visualization [135] getting,started [135] started,data [135] visualization,part [135] part,love [135] love,response [135] response,part [135] part,one [135] one,series [135] series,spoke Top Word Pairs in Tweet in G6:
[501] data,analysis [251] data,analytics [248] analytics,data [247] follow,topics [247] topics,follow [247] follow,medium [247] medium,top [247] top,notch [247] notch,data [247] analysis,content Top Word Pairs in Tweet in G7:
[136] data,visualization [47] wrangling,visualization [46] looking,navigate [46] navigate,universe [46] data,import [46] import,wrangling [38] universe,#rstats [38] #rstats,packages [38] packages,data [37] annapurani93,looking Top Word Pairs in Tweet in G8:
[182] data,visualization [181] จบป,ญหางบเล [181] ญหางบเล,มหนา [181] มหนา,อ [181] อ,านยาก [181] านยาก,ด [181] ด,วย [181] วย,csv [181] csv,เพ [181] เพ,ยงคล Top Word Pairs in Tweet in G9:
[170] teaching,introductory [170] introductory,course [170] course,#rstats [170] #rstats,data [170] data,one [170] one,point [170] point,felt [170] felt,need [170] need,make [170] make,data Top Word Pairs in Tweet in G10:
[109] data,scientist [108] junior,data [108] scientist,frequently [108] frequently,use [108] use,following [108] following,tools [108] tools,googlecolab [108] googlecolab,code [108] code,numpy [108] numpy,pandas 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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