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#DigiBlogChat_2020-02-12_22-54-29.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 14, 2020
Description:
Description
The graph represents a network of 194 Twitter users whose tweets in the requested range contained "#DigiBlogChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 February 2020 at 06:55 UTC.

The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 11-hour, 7-minute period from Monday, 02 December 2019 at 11:05 UTC to Tuesday, 11 February 2020 at 22:12 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 : 194
Unique Edges : 370
Edges With Duplicates : 5539
Total Edges : 5909
Number of Edge Types : 4
Replies to : 1708
Mentions : 1150
MentionsInRetweet : 2067
Tweet : 984
Self-Loops : 984
Reciprocated Vertex Pair Ratio : 0.299483648881239
Reciprocated Edge Ratio : 0.460927152317881
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 181
Maximum Edges in a Connected Component : 5900
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.531646
Graph Density : 0.0201645211260082
Modularity : 0.057038
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 194 Twitter users whose tweets in the requested range contained "#DigiBlogChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 February 2020 at 06:55 UTC.

The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 11-hour, 7-minute period from Monday, 02 December 2019 at 11:05 UTC to Tuesday, 11 February 2020 at 22:12 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 : #DigiBlogChat
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:
[20] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[9] https://www.datadriveninvestor.com/2019/03/11/schedulers-keep-social-media-on-track/
[7] http://yoursocialmediaworks.com/digiblogchat-questions-february-4-2020
[6] https://www.youtube.com/c/MitchMitchellStories
[6] https://www.datadriveninvestor.com/2018/10/24/good-security-protects-us-from-ourselves/
[5] https://twitter.com/roundpeg/status/1214642061959421952
[4] https://www.cabotcheese.coop/blog/meal-planning/
[4] https://app.unionmetrics.com/tools/twitter/snapshots/24064799
[4] https://app.unionmetrics.com/tools/twitter/snapshots/24003921
[4] https://www.datadriveninvestor.com/2020/01/22/employing-linkedin-is-job-1/

Top URLs in Tweet in G1:
[9] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[6] https://www.datadriveninvestor.com/2019/03/11/schedulers-keep-social-media-on-track/
[5] https://www.datadriveninvestor.com/2018/10/24/good-security-protects-us-from-ourselves/
[4] http://yoursocialmediaworks.com/digiblogchat-questions-february-4-2020
[4] https://www.datadriveninvestor.com/2020/01/22/employing-linkedin-is-job-1/
[3] http://yoursocialmediaworks.com/digiblogchat-december-17-2019
[2] https://mondaymotivation.libsyn.com
[2] https://medium.com/datadriveninvestor/google-gives-entrepreneurs-the-business-c8f17b87aa7d?source=friends_link&sk=3a3f66d98f7418b1d936a5e6efb4d1ee
[2] https://app.unionmetrics.com/tools/twitter/snapshots/24003921
[2] http://yoursocialmediaworks.com/digiblogchat-questions-january-28-2020

Top URLs in Tweet in G2:
[7] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[3] https://www.youtube.com/c/MitchMitchellStories
[3] https://www.youtube.com/watch?v=tQlcoKclcEw&feature=youtu.be

[3] https://www.cabotcheese.coop/blog/meal-planning/
[2] https://twitter.com/jeffsheehan/status/1214657461023625217
[2] https://twitter.com/tracycopy/status/1204515135194198016
[2] http://yoursocialmediaworks.com/digiblogchat-questions-december-10
[2] https://twitter.com/maricarjagger/status/1214658209102925824
[2] https://twitter.com/Carol_Stephen/status/1219214265053302784
[2] https://twitter.com/Carol_Stephen/status/1207053173333979136

Top URLs in Tweet in G3:
[2] https://www.datadriveninvestor.com/2019/03/11/schedulers-keep-social-media-on-track/
[2] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[2] https://www.youtube.com/c/MitchMitchellStories
[2] https://twitter.com/Carol_Stephen/status/1227347512236769280
[2] https://www.instagram.com/cloudflare/
[1] https://twitter.com/Carol_Stephen/status/1214659115642802176
[1] https://twitter.com/i/web/status/1214661700835782657
[1] https://twitter.com/JohnWLewis/status/1214668085799641088
[1] https://twitter.com/jeffsheehan/status/1214657461023625217
[1] https://twitter.com/carol_stephen/status/1224801508044218369

Top URLs in Tweet in G4:
[4] https://twitter.com/roundpeg/status/1214642061959421952
[2] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[2] https://www.somethingswanky.com/pudding-cookies/
[2] https://app.unionmetrics.com/tools/twitter/snapshots/24064799
[1] https://www.datadriveninvestor.com/2018/10/24/good-security-protects-us-from-ourselves/
[1] https://twitter.com/i/web/status/1204519195968446467
[1] https://twitter.com/i/web/status/1207053695998922752
[1] https://twitter.com/i/web/status/1207053952065396744
[1] https://twitter.com/i/web/status/1207054398469419026
[1] http://yoursocialmediaworks.com/digiblogchat-questions-february-4-2020

Top URLs in Tweet in G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219275
[1] https://twitter.com/i/web/status/1204462109234475010
[1] https://twitter.com/i/web/status/1217144057861939200
[1] https://twitter.com/i/web/status/1219624537723228163

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1215333168653512711

Top URLs in Tweet in G7:
[1] https://paper.li/UoPEarthSociety/1371128572?edition_id=07e6f0c0-1bfe-11ea-97ff-0cc47a0d1609

Top URLs in Tweet in G8:
[1] https://paper.li/Artythings?edition_id=fc46aa50-1c37-11ea-a278-0cc47a0d1605
[1] https://twitter.com/i/web/status/1204808648641437696

Top URLs in Tweet in G9:
[1] https://paper.li/TheHub_UOP/1424335928?edition_id=dc1322f0-1c04-11ea-97ff-0cc47a0d1609

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1204614040141488128

Top Domains
Top Domains in Tweet in Entire Graph:
[653] twitter.com
[38] yoursocialmediaworks.com
[22] datadriveninvestor.com
[19] unionmetrics.com
[18] youtube.com
[7] iconohash.com
[4] cabotcheese.coop
[4] medium.com
[4] linkedin.com
[3] libsyn.com

Top Domains in Tweet in G1:
[155] twitter.com
[19] yoursocialmediaworks.com
[18] datadriveninvestor.com
[9] unionmetrics.com
[4] medium.com
[2] libsyn.com
[2] youtube.com
[1] 500px.com
[1] wikipedia.org

Top Domains in Tweet in G2:
[273] twitter.com
[13] yoursocialmediaworks.com
[10] youtube.com
[7] iconohash.com
[4] unionmetrics.com
[3] cabotcheese.coop
[2] randyclarkleadership.com
[2] linkedin.com
[1] creativewoodworkingvt.com
[1] sure.it

Top Domains in Tweet in G3:
[87] twitter.com
[4] youtube.com
[4] unionmetrics.com
[2] datadriveninvestor.com
[2] yoursocialmediaworks.com
[2] instagram.com
[1] creativewoodworkingvt.com
[1] linkedin.com
[1] valentinvesa.ro
[1] wp.me

Top Domains in Tweet in G4:
[131] twitter.com
[4] yoursocialmediaworks.com
[2] somethingswanky.com
[2] youtube.com
[2] unionmetrics.com
[1] datadriveninvestor.com
[1] allrecipes.com
[1] cabotcheese.coop
[1] phillycanada.com
[1] delish.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] paper.li

Top Domains in Tweet in G8:
[1] paper.li
[1] twitter.com

Top Domains in Tweet in G9:
[1] paper.li

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3350] digiblogchat
[98] linkedin
[34] innochat
[23] marketing
[13] tacochat
[12] twitterchat
[11] greenwichhour
[9] bizheroes
[8] investigatechat
[7] digiblogchatters



Top Hashtags in Tweet in G1:
[1162] digiblogchat
[24] innochat
[20] marketing
[9] linkedin
[5] cybersecurity
[3] hello2020
[3] gtd
[1] loveactually
[1] winnerwinnerchickendinner
[1] tshirt

Top Hashtags in Tweet in G2:
[1120] digiblogchat
[12] linkedin
[5] cats
[4] vermont
[4] innochat
[4] cat
[3] ff
[3] wine
[3] lifeisgood
[2] windsorvt

Top Hashtags in Tweet in G3:
[446] digiblogchat
[26] linkedin
[5] innochat
[3] tech
[2] digiblogchatters
[1] atlanta
[1] linkedi
[1] marketing
[1] some
[1] chameleon

Top Hashtags in Tweet in G4:
[611] digiblogchat
[51] linkedin
[4] digiblogchatters
[2] linkedi
[2] some
[2] gratitude
[1] cat
[1] bbc
[1] cybersecurity
[1] gingerbread

Top Hashtags in Tweet in G5:
[12] twitterchat
[11] greenwichhour
[9] bizheroes
[9] tacochat
[8] investigatechat
[5] digiblogchat
[5] worklifechat
[5] axschat
[4] indieauthorchat
[3] carechat

Top Hashtags in Tweet in G6:
[4] digiblogchat
[4] africatweetchat
[4] digital360chat
[4] winniesun
[4] tacochat
[4] twittersmarter

Top Hashtags in Tweet in G7:
[1] digiblogchat
[1] rstats

Top Hashtags in Tweet in G9:
[1] digiblogchat
[1] generalelection19

Top Words
Top Words in Tweet in Entire Graph:
[2652] Words in Sentiment List#1: Positive
[667] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[62837] Non-categorized Words
[66156] Total Words
[3354] #digiblogchat
[1423] carol_stephen
[453] lazblazter
[269] pm
[251] 00

Top Words in Tweet in G1:
[1161] #digiblogchat
[221] carol_stephen
[158] lazblazter
[131] pm
[113] 00
[103] pst
[100] see
[95] johnwlewis
[87] love
[85] tuesday

Top Words in Tweet in G2:
[1120] #digiblogchat
[550] carol_stephen
[121] lazblazter
[73] good
[73] topic
[73] johnwlewis
[72] join
[65] hi
[64] time
[62] more

Top Words in Tweet in G3:
[451] #digiblogchat
[321] carol_stephen
[96] lazblazter
[76] people
[63] mitch_m
[55] more
[55] jeffsheehan
[54] linkedin
[53] johnwlewis
[51] adventureglass

Top Words in Tweet in G4:
[611] #digiblogchat
[330] carol_stephen
[77] lazblazter
[58] people
[51] #linkedin
[47] linkedin
[47] mitch_m
[45] a1
[44] jeffsheehan
[39] a4

Top Words in Tweet in G5:
[32] ðÿœÿ
[24] 2pm
[17] 3pm
[12] #twitterchat
[11] #greenwichhour
[11] tuesday
[11] list
[11] #2
[11] 30pm
[9] #bizheroes

Top Words in Tweet in G6:
[4] fave
[4] tweet
[4] chats
[4] #digiblogchat
[4] #africatweetchat
[4] #digital360chat
[4] #winniesun
[4] #tacochat
[4] #twittersmarter
[3] madalynsklar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[240] 00,pm
[227] pm,pst
[184] #digiblogchat,tuesday
[125] see,#digiblogchat
[103] join,#digiblogchat
[102] love,see
[82] please,join
[82] pst,co
[80] co,chair
[71] chair,lazblazter

Top Word Pairs in Tweet in G1:
[110] 00,pm
[101] pm,pst
[76] #digiblogchat,tuesday
[71] see,#digiblogchat
[63] love,see
[28] tuesday,12
[27] until,#digiblogchat
[23] join,#digiblogchat
[23] randy,#digiblogchat
[22] lazblazter,carol_stephen

Top Word Pairs in Tweet in G2:
[52] 00,pm
[52] pm,pst
[45] #digiblogchat,tuesday
[43] join,#digiblogchat
[42] please,join
[42] pst,co
[40] co,chair
[34] lol,#digiblogchat
[33] chair,lazblazter
[32] lazblazter,topic

Top Word Pairs in Tweet in G3:
[45] 00,pm
[43] pm,pst
[39] #digiblogchat,tuesday
[30] see,#digiblogchat
[28] love,see
[18] lazblazter,carol_stephen
[17] johnwlewis,carol_stephen
[15] join,#digiblogchat
[15] carol_stephen,htindesigner
[14] #digiblogchat,#linkedin

Top Word Pairs in Tweet in G4:
[33] 00,pm
[32] #digiblogchat,#linkedin
[31] pm,pst
[24] #digiblogchat,tuesday
[22] target,audience
[22] join,#digiblogchat
[18] carol_stephen,please
[16] please,join
[16] pst,co
[16] co,chair

Top Word Pairs in Tweet in G5:
[11] tuesday,#twitterchat
[11] #twitterchat,list
[11] list,#2
[10] #greenwichhour,30pm
[10] 3pm,ðÿœÿ
[8] #bizheroes,2pm
[8] #tacochat,2pm
[8] #investigatechat,2pm
[6] 2pm,ðÿœÿ
[6] 2pm,#tacochat

Top Word Pairs in Tweet in G6:
[4] fave,tweet
[4] tweet,chats
[4] chats,#digiblogchat
[4] #digiblogchat,#africatweetchat
[4] #africatweetchat,#digital360chat
[4] #digital360chat,#winniesun
[4] #winniesun,#tacochat
[4] #tacochat,#twittersmarter
[3] madalynsklar,fave

Top Replied-To
Top Replied-To in Entire Graph:
@carol_stephen
@lazblazter
@johnwlewis
@randylyleclark
@mitch_m
@adventureglass
@jorgensonlocker
@jpretorious
@trippbraden
@sandyconnolly

Top Replied-To in G1:
@carol_stephen
@lazblazter
@randylyleclark
@johnwlewis
@mitch_m
@jorgensonlocker
@adventureglass
@jpretorious
@jkatzaman
@creativewoodvt

Top Replied-To in G2:
@carol_stephen
@johnwlewis
@adventureglass
@lazblazter
@randylyleclark
@jorgensonlocker
@bravomedia1
@mitch_m
@maricarjagger
@tesswittler

Top Replied-To in G3:
@carol_stephen
@johnwlewis
@adventureglass
@jpretorious
@roundpeg
@lazblazter
@chaimshapiro
@jorgensonlocker
@sandyconnolly
@adspedia

Top Replied-To in G4:
@carol_stephen
@lazblazter
@randylyleclark
@mitch_m
@trippbraden
@johnwlewis
@jeffsheehan
@jorgensonlocker
@jkatzaman
@roundpeg

Top Mentioned
Top Mentioned in Entire Graph:
@carol_stephen
@lazblazter
@mitch_m
@jeffsheehan
@johnwlewis
@jkatzaman
@jorgensonlocker
@trippbraden
@adventureglass
@htindesigner

Top Mentioned in G1:
@carol_stephen
@lazblazter
@jkatzaman
@johnwlewis
@jorgensonlocker
@jeffsheehan
@mitch_m
@htindesigner
@notagrouch
@trippbraden

Top Mentioned in G2:
@carol_stephen
@lazblazter
@creativewoodvt
@mitch_m
@jorgensonlocker
@johnwlewis
@randylyleclark
@jkatzaman
@jeffsheehan
@trippbraden

Top Mentioned in G3:
@carol_stephen
@lazblazter
@mitch_m
@jeffsheehan
@johnwlewis
@adventureglass
@roundpeg
@htindesigner
@jorgensonlocker
@sandyconnolly

Top Mentioned in G4:
@carol_stephen
@lazblazter
@jeffsheehan
@mitch_m
@trippbraden
@jkatzaman
@htindesigner
@chaimshapiro
@jorgensonlocker
@creativewoodvt

Top Mentioned in G5:
@pokeyluwho
@carol_stephen
@lazblazter
@jkatzaman
@adspedia
@johnwlewis
@bravomedia1
@catsrgreen
@randylyleclark
@maricarjagger

Top Mentioned in G6:
@madalynsklar

Top Mentioned in G7:
@dralexford
@paleogenomics
@ichnologist

Top Mentioned in G8:
@nickfromupnorth
@linda_sgoluppi

Top Mentioned in G9:
@brakes_food
@global_bal

Top Mentioned in G10:
@wikipedia

Top Tweeters
Top Tweeters in Entire Graph:
@pelopez1
@cybersec_feeds
@cleandropmobile
@torillo59
@trippbraden
@journeyingdave
@joanarssousa
@twilli2861
@tigrolasson
@ssxman2

Top Tweeters in G1:
@cybersec_feeds
@toyotaequipment
@diymikes
@danitablackwood
@bewickwren
@carol_stephen
@molavefinds
@foodandwine
@yourxss
@creativesage

Top Tweeters in G2:
@cleandropmobile
@torillo59
@journeyingdave
@tigrolasson
@quantensprung2
@mitch_m
@thefabulousone
@youtoocanbeguru
@iconohash
@hootsuite

Top Tweeters in G3:
@pelopez1
@trippbraden
@twilli2861
@ssxman2
@arsalanakhan
@jackieyuntweets
@adspedia
@mkrigsman
@efeatherston
@remkusdevries

Top Tweeters in G4:
@delunavintage
@maricarjagger
@jeffsheehan
@nimble
@chaimshapiro
@nickyhants
@richardosman
@genadinik
@messageplicity
@roundpeg

Top Tweeters in G5:
@wavejourney
@askforliz
@pokeyluwho
@ruhglobal
@connectedaction
@getchipbot
@tmtweetchat

Top Tweeters in G6:
@joanarssousa
@madalynsklar
@olilince
@africatweetchat

Top Tweeters in G7:
@ichnologist
@dralexford
@paleogenomics
@uopearthsociety

Top Tweeters in G8:
@nickfromupnorth
@linda_sgoluppi
@artythings

Top Tweeters in G9:
@brakes_food
@thehub_uop
@global_bal

Top Tweeters in G10:
@wikipedia
@justjukka