#exchangestrong, Twitter, 12/18/2022 10:29:07 PM, 286541


FAQ | Problem?

#exchangestrong_2022-12-18_06-28-11.xlsx
#exchangestrong_2022-12-18_06-28-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/3jbf687
@michaelbathurst
@chidambara09
@this0499154500
@supplychain2030
@exchangeclub
@shoutmgb
@procurementstar
@procurement2030
@docassar
@melanieluckey

Top hashtags:
#exchangestrong
#bigdata
#twitter
#socialmedia
#tiktok

Description:
Description
The graph represents a network of 54 Twitter users whose tweets in the requested range contained "#exchangestrong", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 December 2022 at 14:28 UTC.

The requested start date was Sunday, 18 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 103-day, 3-hour, 25-minute period from Thursday, 01 September 2022 at 22:00 UTC to Wednesday, 14 December 2022 at 01:25 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


Overall Graph Metrics
Vertices : 54
Unique Edges : 90
Edges With Duplicates : 871
Total Edges : 961
Number of Edge Types : 5
MentionsInRetweet : 541
Mentions : 295
Retweet : 109
Replies to : 9
Tweet : 7
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.232432432432432
Reciprocated Edge Ratio : 0.37719298245614
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 961
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.081507
Graph Density : 0.079664570230608
Modularity : 0.09503
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 54 Twitter users whose tweets in the requested range contained "#exchangestrong", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 December 2022 at 14:28 UTC.

The requested start date was Sunday, 18 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 103-day, 3-hour, 25-minute period from Thursday, 01 September 2022 at 22:00 UTC to Wednesday, 14 December 2022 at 01:25 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 : #exchangestrong
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[38] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286042
[9] https://www.tiktok.com/@michaelbathurst63/video/7147996593076063494?_t=8W6xKBync0L&_r=1
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285492
[1] https://www.nationalexchangeclub.org/programs-of-service/

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286042
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285492
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050

Top URLs in Tweet in G2:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285492
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286042
[1] https://members.nationalexchangeclub.org/discover/find
[1] https://members.nationalexchangeclub.org/sites/default/files/attachements/National

Top URLs in Tweet in G3:
[9] https://www.tiktok.com/@michaelbathurst63/video/7147996593076063494?_t=8W6xKBync0L&_r=1
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286042
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285492
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046

Top Domains
Top Domains in Tweet in Entire Graph:
[99] nodexlgraphgallery.org
[9] tiktok.com
[3] nationalexchangeclub.org

Top Domains in Tweet in G1:
[33] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[54] nodexlgraphgallery.org
[3] nationalexchangeclub.org

Top Domains in Tweet in G3:
[9] nodexlgraphgallery.org
[9] tiktok.com

Top Domains in Tweet in G4:
[3] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[138] exchangestrong
[29] bigdata
[28] twitter
[25] socialmedia
[21] tiktok
[16] ff
[9] doggy
[9] dataanalytics
[9] datascience
[7] nodexl



Top Hashtags in Tweet in G1:
[44] exchangestrong
[10] bigdata
[9] twitter
[9] socialmedia
[7] nodexl
[4] ai
[3] ces2023
[2] tech
[1] iiot
[1] iot

Top Hashtags in Tweet in G2:
[71] exchangestrong
[9] bigdata
[9] twitter
[8] socialmedia
[4] tiktok
[2] ff
[2] communityservice
[1] exchangecares
[1] bullyingpreventionday
[1] bekind

Top Hashtags in Tweet in G3:
[18] exchangestrong
[15] tiktok
[12] ff
[9] doggy
[9] dataanalytics
[9] datascience
[8] bigdata
[8] twitter
[6] socialmedia
[2] exchangecares

Top Hashtags in Tweet in G4:
[5] exchangestrong
[2] bigdata
[2] twitter
[2] socialmedia
[1] tiktok
[1] ff
[1] influencers
[1] tech

Top Words
Top Words in Tweet in Entire Graph:
[138] #exchangestrong
[128] michaelbathurst
[118] chidambara09
[117] this0499154500
[110] nodexl
[108] melanieluckey
[89] exchangeclub
[88] docassar
[50] supplychain2030
[48] procurement2030

Top Words in Tweet in G1:
[47] michaelbathurst
[44] #exchangestrong
[44] nodexl
[39] melanieluckey
[39] this0499154500
[35] docassar
[35] chidambara09
[31] exchangeclub
[19] supplychain2030
[13] procurement2030

Top Words in Tweet in G2:
[71] #exchangestrong
[67] chidambara09
[62] this0499154500
[57] michaelbathurst
[54] nodexl
[53] melanieluckey
[47] exchangeclub
[41] docassar
[25] procurementstar
[24] procurement2030

Top Words in Tweet in G3:
[18] #exchangestrong
[18] michaelbathurst
[15] #tiktok
[12] #ff
[11] chidambara09
[11] melanieluckey
[11] this0499154500
[10] exchangeclub
[9] supplychain2030
[9] ÿ

Top Words in Tweet in G4:
[6] michaelbathurst
[5] #exchangestrong
[5] chidambara09
[5] melanieluckey
[5] this0499154500
[3] nodexl
[3] docassar
[2] twitter
[2] supplychain2030
[2] excellence

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[102] #exchangestrong,nodexl
[84] melanieluckey,chidambara09
[80] chidambara09,this0499154500
[51] nodexl,michaelbathurst
[50] michaelbathurst,melanieluckey
[41] this0499154500,exchangeclub
[41] nodexl,melanieluckey
[39] docassar,#exchangestrong
[31] exchangeclub,supplychain2030
[30] procurementstar,exchangeclub

Top Word Pairs in Tweet in G1:
[36] #exchangestrong,nodexl
[25] melanieluckey,chidambara09
[25] chidambara09,this0499154500
[20] nodexl,michaelbathurst
[19] michaelbathurst,melanieluckey
[17] docassar,#exchangestrong
[16] this0499154500,exchangeclub
[16] exchangeclub,supplychain2030
[12] nodexl,melanieluckey
[11] michaelbathurst,#exchangestrong

Top Word Pairs in Tweet in G2:
[54] #exchangestrong,nodexl
[47] melanieluckey,chidambara09
[44] chidambara09,this0499154500
[25] nodexl,melanieluckey
[24] michaelbathurst,melanieluckey
[23] nodexl,michaelbathurst
[22] this0499154500,exchangeclub
[20] docassar,#exchangestrong
[19] procurementstar,exchangeclub
[16] michaelbathurst,#exchangestrong

Top Word Pairs in Tweet in G3:
[12] #tiktok,#ff
[9] video,#tiktok
[9] ÿ,#doggy
[9] #doggy,#dataanalytics
[9] gems,ÿ
[9] #ff,gems
[9] michaelbathurst63's,video
[9] check,michaelbathurst63's
[9] #dataanalytics,#datascience
[9] #exchangestrong,nodexl

Top Word Pairs in Tweet in G4:
[5] chidambara09,this0499154500
[5] melanieluckey,chidambara09
[3] #exchangestrong,nodexl
[2] #exchangestrong,#bigdata
[2] following,michaelbathurst
[2] supplychain2030,procurement2030
[2] michaelbathurst,melanieluckey
[2] nodexl,michaelbathurst
[2] #bigdata,#twitter
[2] twitter,excellence

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@this0499154500
@melanieluckey
@michaelbathurst
@exchangeclub
@docassar
@supplychain2030
@procurement2030
@procurementstar
@salhaj

Top Mentioned in G1:
@melanieluckey
@this0499154500
@chidambara09
@michaelbathurst
@exchangeclub
@docassar
@supplychain2030
@procurement2030
@procurementstar
@nodexl

Top Mentioned in G2:
@chidambara09
@this0499154500
@melanieluckey
@michaelbathurst
@exchangeclub
@docassar
@procurementstar
@procurement2030
@supplychain2030
@salhaj

Top Mentioned in G3:
@michaelbathurst
@chidambara09
@melanieluckey
@this0499154500
@exchangeclub
@procurementstar
@supplychain2030
@procurement2030
@docassar
@shoutmgb

Top Mentioned in G4:
@michaelbathurst
@melanieluckey
@chidambara09
@this0499154500
@docassar
@sw_reviews
@supplychain2030
@procurement2030
@salhaj
@newsprotection

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@codewithtwitchi
@xeronbot
@jamesvgingerich
@edward733
@felixnater
@_reactdev
@shoutmgb
@pythonbot_by_pm
@mpweirdopodcast

Top Tweeters in G1:
@chidambara09
@felixnater
@mpweirdopodcast
@fmfrancoise
@corpus_news
@salhaj
@betamoroney
@danwils42696605
@enilev
@proc

Top Tweeters in G2:
@_reactdev
@pythonbot_by_pm
@wordpressvee
@procurement2030
@procurementstar
@supplychain2030
@azuretweetbot
@supplychain
@docassar
@exchangeclub

Top Tweeters in G3:
@codewithtwitchi
@xeronbot
@jamesvgingerich
@edward733
@michaelbathurst
@flutterbyamey
@barron00
@carbonumjist
@indra_bartona
@kimadele10

Top Tweeters in G4:
@shoutmgb
@xthebigdatabotx
@exchange5g
@sw_reviews
@newsprotection

Top Tweeters in G5:
@michaela
@excha
@proca


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.