#exchangestrong, Twitter, 10/31/2021 7:00:05 PM, 265201


FAQ | Problem?

#exchangestrong_2021-10-31_06-27-21.xlsx
#exchangestrong_2021-10-31_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 31, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3jSDjhc
@chidambara09
@mjoehlerich
@exchangeclub
@ingcolombo
@docassar
@this0499154500
@procurement2030
@procurementstar
@supplychain2030
@fluttbot

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

Description:
Description
The graph represents a network of 81 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, 31 October 2021 at 13:27 UTC.

The requested start date was Sunday, 31 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 84-day, 23-hour, 13-minute period from Wednesday, 04 August 2021 at 19:28 UTC to Thursday, 28 October 2021 at 18:41 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 : 81
Unique Edges : 194
Edges With Duplicates : 1500
Total Edges : 1694
Number of Edge Types : 5
MentionsInRetweet : 1121
Mentions : 364
Tweet : 17
Retweet : 181
Replies to : 11
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.11965811965812
Reciprocated Edge Ratio : 0.213740458015267
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 74
Maximum Edges in a Connected Component : 1681
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.021118
Graph Density : 0.0606481481481481
Modularity : 0.122063
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 81 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, 31 October 2021 at 13:27 UTC.

The requested start date was Sunday, 31 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 84-day, 23-hour, 13-minute period from Wednesday, 04 August 2021 at 19:28 UTC to Thursday, 28 October 2021 at 18:41 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
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[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
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420

Top URLs in Tweet in G1:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=IY4azS4LMC8&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[196] exchangestrong
[29] exchangecares
[22] xcmemphis
[17] bigdata
[6] americanism
[6] twitter
[6] socialmedia
[4] jacksontn
[3] linux
[3] flutter



Top Hashtags in Tweet in G1:
[133] exchangestrong
[13] exchangecares
[10] xcmemphis
[4] bigdata
[3] americanism
[2] xcshelbycoal
[2] wearexchange
[2] courtofhonor
[2] growth
[2] levelup

Top Hashtags in Tweet in G2:
[34] exchangestrong
[10] bigdata
[6] twitter
[6] socialmedia
[3] linux
[3] flutter
[3] womenintech
[3] womenwhocode
[3] 100daysofcode
[3] exchangecares

Top Hashtags in Tweet in G4:
[25] exchangestrong
[13] exchangecares
[9] xcmemphis
[3] americanism
[3] bigdata

Top Hashtags in Tweet in G5:
[4] jacksontn
[3] exchangestrong
[2] jmcss

Top Hashtags in Tweet in G6:
[1] exchangestrong

Top Words
Top Words in Tweet in Entire Graph:
[268] docassar
[197] chidambara09
[196] #exchangestrong
[186] exchangeclub
[178] ingcolombo
[166] michaelbathurst
[154] nodexl
[142] supplychain2030
[121] procurement2030
[88] procurementstar

Top Words in Tweet in G1:
[189] docassar
[143] chidambara09
[133] #exchangestrong
[129] exchangeclub
[124] ingcolombo
[117] michaelbathurst
[96] nodexl
[96] supplychain2030
[80] procurement2030
[52] procurementstar

Top Words in Tweet in G2:
[54] docassar
[44] nodexl
[34] #exchangestrong
[32] exchangeclub
[31] ingcolombo
[29] chidambara09
[26] michaelbathurst
[23] supplychain2030
[19] procurement2030
[14] procurementstar

Top Words in Tweet in G3:
[11] chidambara09
[11] docassar
[9] michaelbathurst
[9] exchangeclub
[9] ingcolombo
[9] procurement2030
[9] procurementstar
[9] supplychain2030
[9] mpweirdopodcast
[2] salesforce

Top Words in Tweet in G4:
[25] #exchangestrong
[16] exchangeclub
[14] nodexl
[14] docassar
[14] chidambara09
[14] ingcolombo
[14] supplychain2030
[14] michaelbathurst
[13] procurement2030
[13] procurementstar

Top Words in Tweet in G5:
[4] dr
[4] jacksonexchange
[4] jmcschools
[4] #jacksontn
[3] #exchangestrong
[2] melanieluckey
[2] king
[2] updated
[2] present
[2] future

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[131] #exchangestrong,nodexl
[113] chidambara09,docassar
[102] docassar,michaelbathurst
[87] exchangeclub,ingcolombo
[68] nodexl,chidambara09
[65] docassar,#exchangestrong
[55] michaelbathurst,exchangeclub
[46] procurement2030,procurementstar
[46] exchangeclub,docassar
[45] ingcolombo,chidambara09

Top Word Pairs in Tweet in G1:
[89] #exchangestrong,nodexl
[86] chidambara09,docassar
[78] docassar,michaelbathurst
[61] exchangeclub,ingcolombo
[52] docassar,#exchangestrong
[52] nodexl,chidambara09
[40] michaelbathurst,exchangeclub
[32] ingcolombo,chidambara09
[30] exchangeclub,docassar
[29] nodexl,ingcolombo

Top Word Pairs in Tweet in G2:
[30] #exchangestrong,nodexl
[13] docassar,#exchangestrong
[13] exchangeclub,ingcolombo
[12] docassar,michaelbathurst
[12] exchangeclub,docassar
[11] chidambara09,docassar
[10] nodexl,chidambara09
[9] nodexl,ingcolombo
[9] ingcolombo,chidambara09
[8] chidambara09,exchangeclub

Top Word Pairs in Tweet in G3:
[11] chidambara09,docassar
[6] docassar,michaelbathurst
[6] michaelbathurst,exchangeclub
[6] exchangeclub,ingcolombo
[6] ingcolombo,procurement2030
[6] procurement2030,procurementstar
[6] procurementstar,supplychain2030
[6] supplychain2030,mpweirdopodcast
[3] docassar,ingcolombo
[3] ingcolombo,supplychain2030

Top Word Pairs in Tweet in G4:
[13] top,hashtags
[13] hashtags,#exchangestrong
[13] #exchangestrong,#exchangecares
[12] #exchangestrong,nodexl
[9] #exchangecares,#xcmemphis
[7] exchangeclub,ingcolombo
[7] procurement2030,procurementstar
[7] mpweirdopodcast,mjoehlerich
[7] mjoehlerich,top
[6] nodexl,chidambara09

Top Word Pairs in Tweet in G5:
[3] #jacksontn,#exchangestrong
[2] dr,king
[2] king,updated
[2] updated,jacksonexchange
[2] jacksonexchange,present
[2] present,future
[2] future,jmcschools
[2] jmcschools,#jacksontn
[2] thank,dr
[2] dr,ken

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

Top Mentioned in G1:
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@michaelbathurst
@supplychain2030
@procurement2030
@procurementstar
@mpweirdopodcast
@this0499154500

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

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

Top Mentioned in G4:
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@supplychain2030
@michaelbathurst
@procurement2030
@procurementstar
@mpweirdopodcast
@mjoehlerich

Top Mentioned in G5:
@jacksonexchange
@jmcschools
@melanieluckey

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

Top Tweeters in G1:
@xaelbot
@codedailybot
@morolswediu
@djangobot_
@godfrey_g_
@mjoehlerich
@botfemale
@bills_bot
@michaelbathurst
@mpweirdopodcast

Top Tweeters in G2:
@chidambara09
@developerbot_v1
@elizabot9
@gp_pulipaka
@eli_krumova
@paula_piccard
@ho0922
@analytics_699
@ingliguori
@deniscasther

Top Tweeters in G3:
@100daysof2020
@_funbot
@fluttbot
@cloudcrem
@salesforce
@goaidev
@trailhead
@salesforceorg
@salesforcedevs
@teneikaask_you

Top Tweeters in G4:
@digitalmehmet
@indems
@procurement
@elizmarkowitz
@docassar
@xcmuskogee

Top Tweeters in G5:
@jmcschools
@melanieluckey
@jacksonexchange
@kennewm92276973

Top Tweeters in G6:
@pa
@okgunner2002
@proa