#obamasummit, Twitter, 10/30/2019 12:41:52 PM, 214760


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#obamasummit_2019-10-30_04-29-17.xlsx
#obamasummit_2019-10-30_04-29-17.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 30, 2019
Short Description:
#obamasummit via NodeXL http://bit.ly/2Wp4GCx
@obamafoundation
@barackobama
@michelleobama
@yarashahidi
@ava
@msmithdc
@valeriejarrett
@cramzssg
@libsnofun
@mbk_alliance

Top hashtags:
#obamasummit
#chicago
#community
#obamaoutdidtrump
#obamafellows
#michelleobama

Description:
Description
The graph represents a network of 6,463 Twitter users whose recent tweets contained "#obamasummit", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 30 October 2019 at 11:54 UTC.

The tweets in the network were tweeted over the 8-day, 15-hour, 5-minute period from Monday, 21 October 2019 at 20:22 UTC to Wednesday, 30 October 2019 at 11:28 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 : 6463
Unique Edges : 16295
Edges With Duplicates : 10948
Total Edges : 27243
Self-Loops : 315
Reciprocated Vertex Pair Ratio : 0.00336004135435513
Reciprocated Edge Ratio : 0.00669757856774858
Connected Components : 115
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 6235
Maximum Edges in a Connected Component : 26952
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.342165
Graph Density : 0.000464755379920642
Modularity : 0.315151
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,463 Twitter users whose recent tweets contained "#obamasummit", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 30 October 2019 at 11:54 UTC.

The tweets in the network were tweeted over the 8-day, 15-hour, 5-minute period from Monday, 21 October 2019 at 20:22 UTC to Wednesday, 30 October 2019 at 11:28 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 : TwitterSearch
Graph Term : #obamasummit
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1309] https://www.obama.org/
[155] https://twitter.com/ObamaFoundation/status/1187054698043465735
[117] https://twitter.com/obamafoundation/status/1189188711923077122
[36] https://twitter.com/michelleobama/status/1188928317287731201
[14] https://www.obama.org/summit-2019/
[12] https://www.youtube.com/watch?v=0aXuJkiXDbw

[11] https://twitter.com/BarackObama/status/1188924481458331648
[10] https://twitter.com/ObamaFoundation/status/1189206701473329152
[9] https://twitter.com/msmithDC/status/1189206265421062150
[9] https://twitter.com/MichelleObama/status/1188928317287731201

Top URLs in Tweet in G1:
[1115] https://www.obama.org/
[121] https://twitter.com/ObamaFoundation/status/1187054698043465735
[8] https://twitter.com/michelleobama/status/1188928317287731201
[6] http://www.hasmyaldermanbeenindicted.com
[2] https://twitter.com/ObamaFoundation/status/1187054703680593921
[2] https://twitter.com/BarackObama/status/1188924481458331648
[2] https://news.wttw.com/2019/08/05/obama-library-brings-elation-also-fear-displacement
[2] https://twitter.com/LawyersComm/status/1184893127242465286?s=19
[1] https://www.obama.org/summit-2019
[1] http://obama.org/summit-contest

Top URLs in Tweet in G2:
[125] https://www.obama.org/
[116] https://twitter.com/obamafoundation/status/1189188711923077122
[29] https://twitter.com/ObamaFoundation/status/1187054698043465735
[24] https://twitter.com/michelleobama/status/1188928317287731201
[12] https://www.youtube.com/watch?v=0aXuJkiXDbw

[9] https://www.obama.org/summit-2019/
[9] https://twitter.com/ObamaFoundation/status/1189206701473329152
[8] https://www.chicagotribune.com/entertainment/tv/ct-mov-south-side-cast-creators-0726-20190725-sjkxxcinz5b5pkvrvemgvrwz4u-story.html
[5] https://twitter.com/mbk_alliance/status/1189204973093113856
[4] https://twitter.com/BarackObama/status/1188924481458331648

Top URLs in Tweet in G3:
[38] https://www.obama.org/
[5] https://twitter.com/msmithDC/status/1189206265421062150
[4] https://twitter.com/MichelleObama/status/1188928317287731201
[4] https://twitter.com/ObamaFoundation/status/1189217936856231936
[3] https://twitter.com/ObamaFoundation/status/1187054698043465735
[3] https://twitter.com/ObamaFoundation/status/1189209929799864320
[2] https://www.obama.org/summit-2019/
[1] https://twitter.com/ObamaFoundation/status/1064534519649366016
[1] https://twitter.com/ObamaFoundation/status/1064539773543550976
[1] https://twitter.com/obamafoundation/status/1188912593991274496

Top URLs in Tweet in G4:
[6] https://www.obama.org/
[2] https://www.obama.org/summit-2019/
[2] https://twitter.com/ObamaFoundation/status/1189289098604896257
[1] https://www.instagram.com/p/B35cYOAlIQN/?igshid=e4959jrsegxl
[1] https://www.breaknlinks.com/2019-10-25-obama-clinton-to-honor-us-rep.-cummings-at-funeral
[1] https://twitter.com/ObamaFoundation/status/1188552339797499904
[1] https://twitter.com/michelleobama/status/1188928317287731201
[1] https://twitter.com/StrautMike/status/1189021079521693697
[1] https://twitter.com/charliekirk11/status/1189003954031677441
[1] https://twitter.com/girlsalliance/status/1188921304889675777

Top URLs in Tweet in G5:
[2] https://twitter.com/michelleobama/status/1188928317287731201
[1] https://www.obama.org/
[1] https://twitter.com/andylassner/status/1189224310013124608
[1] https://www.westernjournal.com/nat-archives-stumble-onto-new-obama-scandal-wholesale-destruction-of-govt-records/?utm_source=Twitter&utm_medium=PostSideSharingButtons&utm_campaign=websitesharingbuttons
[1] https://twitter.com/BreakingNLive/status/1189248187552489472
[1] https://nypost.com/2017/12/18/obama-protected-hezbollah-drug-ring-to-save-iran-nukes-deal/
[1] https://twitter.com/ObamaFoundation/status/1189217936856231936?s=20
[1] https://twitter.com/ObamaFoundation/status/1189217936856231936
[1] https://www.obama.org/summit-2019/
[1] https://www.obama.org/summit-2019

Top URLs in Tweet in G7:
[19] https://www.obama.org/
[1] https://twitter.com/ObamaFoundation/status/1187054698043465735
[1] https://twitter.com/michelleobama/status/1188928317287731201

Top Domains
Top Domains in Tweet in Entire Graph:
[1334] obama.org
[497] twitter.com
[18] chicagotribune.com
[17] youtube.com
[14] instagram.com
[7] hasmyaldermanbeenindicted.com
[5] pscp.tv
[4] facebook.com
[3] cnn.com
[3] tweetbinder.com

Top Domains in Tweet in G1:
[1119] obama.org
[150] twitter.com
[6] hasmyaldermanbeenindicted.com
[3] instagram.com
[2] wttw.com
[1] medium.com
[1] chicagotribune.com
[1] time.com
[1] youtube.com

Top Domains in Tweet in G2:
[259] twitter.com
[140] obama.org
[16] chicagotribune.com
[14] youtube.com
[5] instagram.com
[3] cnn.com
[3] tweetbinder.com
[2] pscp.tv
[1] newyorker.com
[1] tribecafilm.com

Top Domains in Tweet in G3:
[40] obama.org
[28] twitter.com
[2] instagram.com
[2] tweetedtimes.com
[1] youtu.be
[1] pscp.tv
[1] facebook.com
[1] chicagotribune.com

Top Domains in Tweet in G4:
[24] twitter.com
[8] obama.org
[3] instagram.com
[2] facebook.com
[1] breaknlinks.com
[1] co.uk
[1] fiverr.com
[1] thehill.com

Top Domains in Tweet in G5:
[7] twitter.com
[3] obama.org
[1] westernjournal.com
[1] nypost.com

Top Domains in Tweet in G7:
[19] obama.org
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6765] obamasummit
[63] chicago
[36] community
[35] obamaoutdidtrump
[31] obamafellows
[30] michelleobama
[29] obama
[25] whentheyseeus
[25] tuesdaythoughts
[22] mattgaetzisatool



Top Hashtags in Tweet in G1:
[2562] obamasummit
[8] obamaoutdidtrump
[5] commanderinchief
[3] irishroots
[2] chicago
[2] obamaleaders
[2] mypresident
[2] tuesdaythoughts
[1] socent
[1] halloween

Top Hashtags in Tweet in G2:
[3089] obamasummit
[50] chicago
[29] obamafellows
[27] michelleobama
[24] whentheyseeus
[24] obamaoutdidtrump
[20] wearembk
[18] obamafoundation
[17] obama
[16] barackobama

Top Hashtags in Tweet in G3:
[693] obamasummit
[33] community
[8] illinoistech
[4] chicago
[3] repost
[2] bronzeville
[2] risecolorado
[2] thebeat
[2] benedictdonald
[1] obamafoundation

Top Hashtags in Tweet in G4:
[86] obamasummit
[7] tuesdaythoughts
[6] obama
[5] tuesdaymotivation
[5] tuesdayvibes
[2] obamalegacy
[2] michelleobama
[2] barackobama
[2] maga
[2] chicago

Top Hashtags in Tweet in G5:
[36] obamasummit
[14] mattgaetzisatool
[2] obamaoutdidtrump
[2] trump2020
[1] theview
[1] obamalibrary
[1] obamalegacy
[1] obama
[1] tuesdaythoughts
[1] potus

Top Hashtags in Tweet in G6:
[55] obamasummit
[2] newfoundfortunesummit
[2] valeriesboys
[2] michellesboyz
[2] thuglifechicago
[2] educationmatters
[2] bluelivesmatter
[1] followtheweapons
[1] followthebillions
[1] followtheirallegiance

Top Hashtags in Tweet in G7:
[50] obamasummit
[2] chicago
[1] obamaoutdidtrump

Top Hashtags in Tweet in G8:
[22] obamasummit
[1] walkaway

Top Hashtags in Tweet in G9:
[12] obamasummit
[12] obamagate
[12] obamaknew
[12] tuesdaythoughts

Top Hashtags in Tweet in G10:
[10] obamasummit

Top Words
Top Words in Tweet in Entire Graph:
[12729] Words in Sentiment List#1: Positive
[1441] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[310422] Non-categorized Words
[324591] Total Words
[11219] #obamasummit
[4807] barackobama
[3210] chicago
[2682] take
[2483] tune

Top Words in Tweet in G1:
[4030] #obamasummit
[3120] barackobama
[1955] take
[1950] yarashahidi
[1852] young
[1841] leaders
[1802] tune
[1775] now
[1763] stage
[1607] world

Top Words in Tweet in G2:
[4809] #obamasummit
[1333] ava
[1103] s
[1102] michelleobama
[1099] barackobama
[939] re
[915] chicago
[794] see
[680] recreating
[639] craigmalrob

Top Words in Tweet in G3:
[1866] #obamasummit
[1357] chicago
[1027] out
[879] meaning
[865] michelleobama
[752] south
[750] side
[737] learned
[735] more
[733] first

Top Words in Tweet in G4:
[86] #obamasummit
[13] obama
[10] barackobama
[8] s
[8] chicago
[8] now
[8] live
[7] watch
[7] tune
[7] world

Top Words in Tweet in G5:
[52] #obamasummit
[26] guys
[26] #mattgaetzisatool
[15] repmattgaetz
[15] never
[14] damn
[14] well
[13] find
[13] interesting
[13] compliment

Top Words in Tweet in G6:
[55] #obamasummit
[50] happy
[50] see
[4] many
[2] iranian
[2] mullahs
[2] speaking
[2] #newfoundfortunesummit
[2] #valeriesboys
[2] #michellesboyz

Top Words in Tweet in G7:
[72] #obamasummit
[28] barackobama
[22] tune
[21] s
[21] hope
[19] mavisstaples
[19] during
[19] place
[18] perform
[17] obamafoundation

Top Words in Tweet in G8:
[23] #obamasummit
[6] struggling
[2] obama
[2] 8
[2] years
[2] help
[2] those
[2] communities
[2] even
[2] more

Top Words in Tweet in G9:
[24] summit
[12] #obamasummit
[12] doing
[12] post
[12] gitmo
[12] #obamagate
[12] #obamaknew
[12] #tuesdaythoughts
[12] john
[12] kerry

Top Words in Tweet in G10:
[20] skilled
[20] labour
[10] yesterday
[10] conversation
[10] yara
[10] shahidi
[10] #obamasummit
[10] fmr
[10] president
[10] barack

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2134] young,leaders
[1562] stage,#obamasummit
[1547] take,stage
[1444] south,side
[1441] around,world
[1400] #obamasummit,tune
[1375] tune,now
[1329] watch,live
[1320] leaders,around
[1250] now,conversation

Top Word Pairs in Tweet in G1:
[1839] young,leaders
[1146] around,world
[1114] stage,#obamasummit
[1113] take,stage
[1112] #obamasummit,tune
[1112] tune,now
[1112] watch,live
[1108] leaders,around
[1107] live,barackobama
[1107] barackobama,take

Top Word Pairs in Tweet in G2:
[666] re,recreating
[484] hope,see
[445] michelleobama,craigmalrob
[361] ava,#obamasummit
[359] nourish,grow
[340] recreating,life
[340] life,cinema
[340] recreating,stories
[340] stories,remember
[338] #obamasummit,ava

Top Word Pairs in Tweet in G3:
[750] south,side
[687] chicago,first
[687] first,learned
[687] learned,meaning
[687] meaning,service
[687] service,thrilled
[687] thrilled,see
[687] see,obamafoundation
[687] obamafoundation,out
[687] out,lending

Top Word Pairs in Tweet in G4:
[6] obamafoundation,watch
[6] watch,live
[6] live,barackobama
[6] barackobama,take
[6] take,stage
[6] stage,#obamasummit
[6] #obamasummit,tune
[6] tune,now
[6] now,conversation
[6] conversation,yarashahidi

Top Word Pairs in Tweet in G5:
[13] find,interesting
[13] interesting,guys
[13] guys,compliment
[13] compliment,repmattgaetz
[13] repmattgaetz,saying
[13] saying,#mattgaetzisatool
[13] #mattgaetzisatool,y'all
[13] y'all,know
[13] know,damn
[13] damn,well

Top Word Pairs in Tweet in G6:
[50] #obamasummit,happy
[50] happy,see
[2] many,iranian
[2] iranian,mullahs
[2] mullahs,speaking
[2] speaking,#newfoundfortunesummit
[2] #newfoundfortunesummit,#obamasummit
[2] #obamasummit,#valeriesboys
[2] #valeriesboys,#michellesboyz
[2] #michellesboyz,#barrackhasnoboyz

Top Word Pairs in Tweet in G7:
[19] #obamasummit,tune
[16] today,jeff
[16] jeff,mavisstaples
[16] mavisstaples,perform
[16] perform,during
[16] during,2019
[16] 2019,#obamasummit
[16] tune,afternoon
[16] afternoon,hq
[14] young,leaders

Top Word Pairs in Tweet in G8:
[2] obama,8
[2] 8,years
[2] years,help
[2] help,those
[2] those,struggling
[2] struggling,communities
[2] communities,struggling
[2] struggling,even
[2] even,more
[2] more,taking

Top Word Pairs in Tweet in G9:
[12] #obamasummit,summit
[12] summit,summit
[12] summit,doing
[12] doing,post
[12] post,gitmo
[12] gitmo,#obamagate
[12] #obamagate,#obamaknew
[12] #obamaknew,#tuesdaythoughts
[12] #tuesdaythoughts,john
[12] john,kerry

Top Word Pairs in Tweet in G10:
[20] skilled,labour
[10] yesterday,conversation
[10] conversation,yara
[10] yara,shahidi
[10] shahidi,#obamasummit
[10] #obamasummit,fmr
[10] fmr,president
[10] president,barack
[10] barack,obama
[10] obama,touched

Top Replied-To
Top Replied-To in Entire Graph:
@ava
@obamafoundation
@michelleobama
@theebillyporter
@danlairdmd
@lollybowean
@barackobama
@metaquest
@yarashahidi
@realdonaldtrump

Top Replied-To in G1:
@yarashahidi
@obamafoundation
@michelleobama
@rolandsmartin
@eramshaw
@egbbrite4774

Top Replied-To in G2:
@ava
@obamafoundation
@michelleobama
@theebillyporter
@metaquest
@newsjunkie107
@nysmbk
@craigmalrob
@lollybowean
@chitrust

Top Replied-To in G3:
@lollybowean
@michelleobama
@andylassner
@brennesarah

Top Replied-To in G5:
@realdonaldtrump
@therealzanetta
@breakingnlive
@teamtrump
@seanhannity
@ava

Top Replied-To in G6:
@davidjharrisjr

Top Mentioned
Top Mentioned in Entire Graph:
@barackobama
@michelleobama
@yarashahidi
@obamafoundation
@ava
@craigmalrob
@theastergates
@chicagocares
@theebillyporter
@mbk_alliance

Top Mentioned in G1:
@barackobama
@yarashahidi
@michelleobama
@obamafoundation
@dusablemuseum
@craigmalrob
@ava
@theebillyporter
@mbk_alliance
@potus44

Top Mentioned in G2:
@barackobama
@michelleobama
@ava
@craigmalrob
@obamafoundation
@theastergates
@yarashahidi
@theebillyporter
@mbk_alliance
@doloreshuerta

Top Mentioned in G3:
@michelleobama
@obamafoundation
@barackobama
@craigmalrob
@chicagocares
@yarashahidi
@ava
@uofoklahoma
@mbk_alliance
@theebillyporter

Top Mentioned in G4:

Top Mentioned in G5:
@repmattgaetz
@realdonaldtrump
@barackobama
@michelleobama
@craigmalrob
@jim_jordan
@repmarkmeadows
@yarashahidi
@ava
@chicagocares

Top Mentioned in G6:
@valeriejarrett

Top Mentioned in G7:
@barackobama
@mavisstaples
@obamafoundation
@yarashahidi
@michelleobama
@jefftweedy
@wilco
@ava
@craigmalrob
@mbk_alliance

Top Mentioned in G9:
@pinkk9lover
@deanomight1
@darhar981
@kerseytony

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@dichristine
@mattmurph24
@soapfanfiction
@kat4obama
@drocktrot
@thereal_rebel
@sddphoto
@plantflowes
@debilu2

Top Tweeters in G1:
@mattmurph24
@drocktrot
@thereal_rebel
@sddphoto
@plantflowes
@backstorymom1
@bkindngood
@cindy_52s
@sagirshaikh01
@zahoribalmaceda

Top Tweeters in G2:
@oldlady12345
@dichristine
@soapfanfiction
@kat4obama
@debilu2
@britpoptarts
@ligayaloyola
@lechatnoire4
@metaquest
@rosstell

Top Tweeters in G3:
@1ed06e2568ac4d8
@stockguy61
@only4rm
@lindacollins11
@famouspixs
@patta47cake
@janet_yackle
@jeannie_hartley
@pamcurtis4210
@kharyp

Top Tweeters in G4:
@nofascistlies
@dontrumpeone
@tillytillie
@ugotgod
@deepsouthproud
@tweetwelovetryp
@shomahkhoobi
@snowfazam12
@jww372
@sszonke

Top Tweeters in G5:
@joekoffee
@therealzanetta
@nytimes
@braden_rose
@joemac1114
@jimmyjjohnson99
@jlg1956
@progressivegma
@lauraseriously1
@josethepaisa

Top Tweeters in G6:
@superyayadize
@laylaalisha11
@juliereichwein1
@imabitcsumtimes
@phillyeaglesfa1
@4americankat
@kensmit78722507
@sewwutnow
@libsnofun
@pissedoff53

Top Tweeters in G7:
@sherrikuczeryk
@pinchandscrimp
@suescoby
@jo_kwanghee_07
@mmboucher8
@tmcuseocuseo
@bret_hitch
@patricemdevine
@wyndovelh
@mhornsby16

Top Tweeters in G8:
@dianne1h
@luv18wheels
@skinnylenny1965
@marine0141
@jaychpjones
@mrsamerica2020
@ennykinpa
@sailingtobyzant
@walkfromdems
@hope4hopeless1

Top Tweeters in G9:
@darhar981
@pinkk9lover
@kerseytony
@tiredofbs13
@dougsjourney7
@brucesilver136
@maritzburggreg
@jamesfaircloth8
@tomcatright
@zen1blue2

Top Tweeters in G10:
@iam_7even
@lanreolusola
@kamiheiwa
@olcacad
@luvis_supercool
@iamadebolaabe
@queenest07
@philthings
@akinofficial_
@idjemima