#exchangestrong, Twitter, 10/3/2021 7:33:00 PM, 263545


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#exchangestrong_2021-10-03_06-27-22.xlsx
#exchangestrong_2021-10-03_06-27-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 03, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/2YjDme4
@chidambara09
@docassar
@michaelbathurst
@procurement2030
@supplychain2030
@exchangeclub
@ingcolombo
@procurementstar
@mpweirdopodcast
@mjoehlerich

Top hashtags:
#exchangestrong
#exchangecares
#xcmemphis
#bigdata

Description:
Description
The graph represents a network of 44 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, 03 October 2021 at 13:27 UTC.

The requested start date was Sunday, 03 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 88-day, 21-hour, 55-minute period from Thursday, 01 July 2021 at 14:53 UTC to Tuesday, 28 September 2021 at 12:48 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 : 44
Unique Edges : 123
Edges With Duplicates : 1070
Total Edges : 1193
Number of Edge Types : 5
MentionsInRetweet : 788
Mentions : 263
Replies to : 9
Retweet : 120
Tweet : 13
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.124031007751938
Reciprocated Edge Ratio : 0.220689655172414
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 43
Maximum Edges in a Connected Component : 1193
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.711195
Graph Density : 0.153276955602537
Modularity : 0.076421
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 44 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, 03 October 2021 at 13:27 UTC.

The requested start date was Sunday, 03 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 88-day, 21-hour, 55-minute period from Thursday, 01 July 2021 at 14:53 UTC to Tuesday, 28 September 2021 at 12:48 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:
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[3] https://twitter.com/IngColombo/status/1422999754318008320
[3] https://www.youtube.com/watch?v=vPjZN2SxHPs


Top URLs in Tweet in G1:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[2] https://www.youtube.com/watch?v=vPjZN2SxHPs

[2] http://BuyExchange.org

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] https://twitter.com/IngColombo/status/1422999754318008320
[1] https://www.youtube.com/watch?v=vPjZN2SxHPs


Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://twitter.com/IngColombo/status/1423922990576775171
[1] https://twitter.com/IngColombo/status/1432666840988274696

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[125] exchangestrong
[21] exchangecares
[12] xcmemphis
[5] bigdata
[5] twitter
[5] exchangestronger
[4] americanism
[4] socialmedia
[3] rediscover
[3] reengage



Top Hashtags in Tweet in G1:
[49] exchangestrong
[14] exchangecares
[11] xcmemphis
[5] exchangestronger
[4] americanism
[2] nationalchildabusepreventionmonth
[2] rediscover
[2] reengage
[2] exchangeeducation
[2] wearexchange

Top Hashtags in Tweet in G2:
[42] exchangestrong
[5] bigdata
[5] twitter
[4] socialmedia
[2] linux
[2] flutter
[2] womenintech
[2] womenwhocode
[2] 100daysofcode
[2] exchangeclub

Top Hashtags in Tweet in G3:
[34] exchangestrong
[7] exchangecares
[1] italia
[1] belgiangp
[1] xcmemphis

Top Words
Top Words in Tweet in Entire Graph:
[185] docassar
[145] exchangeclub
[136] chidambara09
[135] ingcolombo
[125] #exchangestrong
[122] michaelbathurst
[118] supplychain2030
[100] nodexl
[72] procurementstar
[72] procurement2030

Top Words in Tweet in G1:
[58] docassar
[55] exchangeclub
[52] chidambara09
[50] ingcolombo
[49] #exchangestrong
[49] supplychain2030
[49] michaelbathurst
[41] procurement2030
[41] procurementstar
[34] mpweirdopodcast

Top Words in Tweet in G2:
[78] docassar
[54] exchangeclub
[53] ingcolombo
[49] nodexl
[48] chidambara09
[45] michaelbathurst
[42] #exchangestrong
[41] supplychain2030
[20] procurement2030
[20] procurementstar

Top Words in Tweet in G3:
[49] docassar
[36] chidambara09
[36] exchangeclub
[34] #exchangestrong
[32] ingcolombo
[28] supplychain2030
[28] michaelbathurst
[26] nodexl
[11] procurement2030
[11] procurementstar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] #exchangestrong,nodexl
[81] chidambara09,docassar
[78] exchangeclub,ingcolombo
[74] docassar,michaelbathurst
[55] michaelbathurst,exchangeclub
[47] docassar,#exchangestrong
[43] procurement2030,procurementstar
[37] procurementstar,supplychain2030
[34] nodexl,chidambara09
[32] chidambara09,supplychain2030

Top Word Pairs in Tweet in G1:
[36] chidambara09,docassar
[30] exchangeclub,ingcolombo
[30] docassar,michaelbathurst
[26] michaelbathurst,exchangeclub
[26] procurement2030,procurementstar
[24] procurementstar,supplychain2030
[22] #exchangestrong,nodexl
[21] ingcolombo,procurement2030
[21] supplychain2030,mpweirdopodcast
[15] supplychain2030,michaelbathurst

Top Word Pairs in Tweet in G2:
[38] #exchangestrong,nodexl
[29] exchangeclub,ingcolombo
[27] chidambara09,docassar
[26] docassar,michaelbathurst
[23] docassar,#exchangestrong
[19] michaelbathurst,exchangeclub
[14] ingcolombo,supplychain2030
[13] nodexl,chidambara09
[12] nodexl,docassar
[12] procurement2030,procurementstar

Top Word Pairs in Tweet in G3:
[21] #exchangestrong,nodexl
[19] exchangeclub,ingcolombo
[18] docassar,michaelbathurst
[18] chidambara09,docassar
[15] docassar,#exchangestrong
[13] chidambara09,supplychain2030
[11] nodexl,chidambara09
[10] michaelbathurst,exchangeclub
[8] ingcolombo,chidambara09
[7] #exchangestrong,#exchangecares

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@supplychain2030
@michaelbathurst
@procurementstar
@procurement2030
@mpweirdopodcast
@xcmuskogee

Top Mentioned in G1:
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@supplychain2030
@michaelbathurst
@procurement2030
@procurementstar
@mpweirdopodcast
@mjoehlerich

Top Mentioned in G2:
@ingcolombo
@exchangeclub
@docassar
@chidambara09
@michaelbathurst
@supplychain2030
@procurement2030
@procurementstar
@mpweirdopodcast
@xcmuskogee

Top Mentioned in G3:
@docassar
@chidambara09
@ingcolombo
@exchangeclub
@supplychain2030
@michaelbathurst
@procurement2030
@procurementstar
@mpweirdopodcast
@john_p_price

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@morolswediu
@llnuxbot
@djangobot_
@godfrey_g_
@100daysof2020
@fluttbot
@mjoehlerich

Top Tweeters in G1:
@xaelbot
@codedailybot
@morolswediu
@llnuxbot
@godfrey_g_
@100daysof2020
@fluttbot
@botfemale
@michaelbathurst
@bills_bot

Top Tweeters in G2:
@chidambara09
@djangobot_
@procurementstar
@procurement2030
@team_backend
@xeronbot
@proc
@indems
@indgop
@procurement

Top Tweeters in G3:
@mjoehlerich
@digitalmehmet
@supplychain2030
@ingcolombo
@micha
@hashtagmarketi7
@john_p_price
@p

Top Tweeters in G4:
@proa