NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

#exchangestrong_2022-01-16_06-27-21.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/34QhKZL
@chidambara09
@this0499154500
@mjoehlerich
@supplychain2030
@procurement2030
@docassar
@exchangeclub
@procurementstar
@fluttbot
@ingcolombo

Top hashtags:
#exchangestrong
#bigdata
#exchangecares
#xcmemphis
#twitter

Description:
Description
The graph represents a network of 124 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, 16 January 2022 at 14:27 UTC.

The requested start date was Sunday, 16 January 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 97-day, 23-hour, 41-minute period from Monday, 04 October 2021 at 14:26 UTC to Monday, 10 January 2022 at 14:07 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 : 124
Unique Edges : 315
Edges With Duplicates : 2216
Total Edges : 2531
Number of Edge Types : 5
MentionsInRetweet : 1676
Mentions : 567
Replies to : 19
Retweet : 255
Tweet : 14
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.113074204946996
Reciprocated Edge Ratio : 0.203174603174603
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 115
Maximum Edges in a Connected Component : 2511
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.027447
Graph Density : 0.0413060582218725
Modularity : 0.093207
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 124 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, 16 January 2022 at 14:27 UTC.

The requested start date was Sunday, 16 January 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 97-day, 23-hour, 41-minute period from Monday, 04 October 2021 at 14:26 UTC to Monday, 10 January 2022 at 14:07 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:
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640

Top URLs in Tweet in G1:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766

Top URLs in Tweet in G3:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234

Top URLs in Tweet in G5:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=IY4azS4LMC8&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[253] exchangestrong
[46] bigdata
[38] exchangecares
[38] xcmemphis
[28] twitter
[11] socialmedia
[8] nodexl
[8] exchangeclub
[6] jacksontn
[4] salesforce



Top Hashtags in Tweet in G1:
[36] exchangestrong
[11] socialmedia
[10] bigdata
[10] twitter
[8] nodexl
[4] salesforce
[3] linux
[3] flutter
[2] ces2022
[2] javascript

Top Hashtags in Tweet in G2:
[82] exchangestrong
[21] exchangecares
[21] xcmemphis
[19] bigdata
[9] twitter
[5] exchangeclub
[3] americanism
[2] xcshelbycoal
[2] courtofhonor
[2] growth

Top Hashtags in Tweet in G3:
[72] exchangestrong
[1] exchangecares
[1] xcmemphis
[1] bigdata

Top Hashtags in Tweet in G4:
[38] exchangestrong
[11] exchangecares
[11] xcmemphis
[11] bigdata
[7] twitter
[1] americanism
[1] exchangeclub

Top Hashtags in Tweet in G5:
[20] exchangestrong
[5] xcmemphis
[5] exchangecares
[5] bigdata
[2] twitter
[1] exchangeclub

Top Hashtags in Tweet in G6:
[6] jacksontn
[4] exchangestrong
[2] jmcss

Top Hashtags in Tweet in G7:
[1] exchangestrong

Top Words
Top Words in Tweet in Entire Graph:
[348] docassar
[269] chidambara09
[253] #exchangestrong
[244] nodexl
[228] exchangeclub
[226] this0499154500
[214] ingcolombo
[173] mjoehlerich
[147] procurement2030
[111] supplychain2030

Top Words in Tweet in G1:
[78] docassar
[58] nodexl
[46] this0499154500
[46] exchangeclub
[43] chidambara09
[40] mjoehlerich
[36] #exchangestrong
[35] ingcolombo
[32] procurement2030
[28] supplychain2030

Top Words in Tweet in G2:
[82] #exchangestrong
[79] docassar
[71] chidambara09
[68] exchangeclub
[56] ingcolombo
[55] this0499154500
[49] nodexl
[49] mjoehlerich
[46] procurement2030
[41] supplychain2030

Top Words in Tweet in G3:
[111] docassar
[90] chidambara09
[79] nodexl
[75] this0499154500
[72] #exchangestrong
[68] ingcolombo
[51] exchangeclub
[46] mjoehlerich
[40] procurement2030
[32] michaelbathurst

Top Words in Tweet in G4:
[53] docassar
[48] chidambara09
[39] this0499154500
[39] exchangeclub
[38] #exchangestrong
[38] nodexl
[35] ingcolombo
[31] mjoehlerich
[21] procurement2030
[19] supplychain2030

Top Words in Tweet in G5:
[27] docassar
[24] exchangeclub
[20] #exchangestrong
[20] nodexl
[20] ingcolombo
[17] chidambara09
[11] this0499154500
[8] procurement2030
[7] michaelbathurst
[7] mjoehlerich

Top Words in Tweet in G6:
[6] jacksonexchange
[6] #jacksontn
[4] #exchangestrong
[4] dr
[4] jmcschools
[3] melanieluckey
[2] good
[2] hear
[2] mayorconger
[2] today

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[182] #exchangestrong,nodexl
[147] nodexl,chidambara09
[116] this0499154500,mjoehlerich
[113] chidambara09,this0499154500
[94] mjoehlerich,ingcolombo
[87] docassar,#exchangestrong
[76] chidambara09,docassar
[62] ingcolombo,docassar
[54] docassar,exchangeclub
[52] procurement2030,supplychain2030

Top Word Pairs in Tweet in G1:
[30] #exchangestrong,nodexl
[28] this0499154500,mjoehlerich
[22] chidambara09,this0499154500
[20] docassar,exchangeclub
[16] nodexl,chidambara09
[15] mjoehlerich,procurement2030
[15] mjoehlerich,ingcolombo
[15] exchangeclub,procurementstar
[15] procurementstar,supplychain2030
[14] procurement2030,docassar

Top Word Pairs in Tweet in G2:
[39] #exchangestrong,nodexl
[36] this0499154500,mjoehlerich
[35] nodexl,chidambara09
[30] mjoehlerich,ingcolombo
[28] chidambara09,docassar
[26] chidambara09,this0499154500
[23] exchangeclub,procurement2030
[23] procurement2030,supplychain2030
[21] top,hashtags
[21] hashtags,#exchangestrong

Top Word Pairs in Tweet in G3:
[71] #exchangestrong,nodexl
[60] nodexl,chidambara09
[38] docassar,#exchangestrong
[36] chidambara09,this0499154500
[30] this0499154500,mjoehlerich
[30] mjoehlerich,ingcolombo
[25] ingcolombo,docassar
[23] exchangeclub,docassar
[19] chidambara09,docassar
[17] this0499154500,#exchangestrong

Top Word Pairs in Tweet in G4:
[27] #exchangestrong,nodexl
[25] nodexl,chidambara09
[22] chidambara09,this0499154500
[20] this0499154500,mjoehlerich
[15] mjoehlerich,ingcolombo
[14] chidambara09,docassar
[12] docassar,exchangeclub
[11] docassar,#exchangestrong
[11] ingcolombo,docassar
[11] top,hashtags

Top Word Pairs in Tweet in G5:
[15] #exchangestrong,nodexl
[11] nodexl,chidambara09
[9] exchangeclub,docassar
[8] docassar,#exchangestrong
[7] chidambara09,this0499154500
[5] docassar,procurement2030
[5] this0499154500,ingcolombo
[5] ingcolombo,exchangeclub
[5] docassar,exchangeclub
[5] exchangeclub,nodexl

Top Word Pairs in Tweet in G6:
[4] #jacksontn,#exchangestrong
[2] good,hear
[2] hear,mayorconger
[2] mayorconger,jacksonexchange
[2] jacksonexchange,today
[2] today,lots
[2] lots,great
[2] great,things
[2] things,happening
[2] happening,cityofjacksontn

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

Top Mentioned in G1:
@docassar
@chidambara09
@exchangeclub
@mjoehlerich
@this0499154500
@ingcolombo
@procurement2030
@supplychain2030
@procurementstar
@fluttbot

Top Mentioned in G2:
@chidambara09
@docassar
@exchangeclub
@ingcolombo
@this0499154500
@mjoehlerich
@procurement2030
@supplychain2030
@procurementstar
@mpweirdopodcast

Top Mentioned in G3:
@chidambara09
@docassar
@this0499154500
@ingcolombo
@exchangeclub
@mjoehlerich
@procurement2030
@michaelbathurst
@supplychain2030
@procurementstar

Top Mentioned in G4:
@chidambara09
@docassar
@this0499154500
@ingcolombo
@exchangeclub
@mjoehlerich
@procurement2030
@supplychain2030
@procurementstar
@fluttbot

Top Mentioned in G5:
@docassar
@ingcolombo
@exchangeclub
@chidambara09
@this0499154500
@procurement2030
@michaelbathurst
@mjoehlerich
@supplychain2030
@procurementstar

Top Mentioned in G6:
@jacksonexchange
@jmcschools
@melanieluckey
@mayorconger
@cityofjacksontn

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@ipythonistabot
@morolswediu
@coder_487
@coderretweet
@fabriciosx
@_funbot
@fluttbot
@100daysof2020

Top Tweeters in G1:
@chidambara09
@ipythonistabot
@coder_487
@_funbot
@fluttbot
@100daysof2020
@botfordev
@developerbot_v1
@spirosmargaris
@goaidev

Top Tweeters in G2:
@xaelbot
@morolswediu
@coderretweet
@pythonexpertbot
@caring_mobile
@bills_bot
@mjoehlerich
@botfemale
@pythonroboto
@lala35539674

Top Tweeters in G3:
@fmfrancoise
@salhaj
@kirkdborne
@procurementstar
@procurement2030
@supplychain2030
@enricomolinari
@doxyaxone
@sgjane1
@jcampsays

Top Tweeters in G4:
@fabriciosx
@producthunt
@elizabot9
@puma
@gp_pulipaka
@eli_krumova
@paula_piccard
@jack
@analytics_699
@ingliguori

Top Tweeters in G5:
@michaelbathurst
@mpweirdopodcast
@proc
@billwalshtv
@deniscasther
@runclouds
@supply
@dcsirish
@c
@tyrone_clark

Top Tweeters in G6:
@jmcschools
@melanieluckey
@mayorconger
@cityofjacksontn
@jacksonexchange
@kennewm92276973

Top Tweeters in G7:
@pa
@ea
@okgunner2002