Connected Action NodeXL-Reports

January 15, 2020

The graph was imported from the open workbook "Q3_NodeXL.xlsx".

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.

The edge colors are based on edge weight values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on betweenness centrality values.

Overall Graph Metrics:
Vertices: 7948
Unique Edges: 12751
Edges With Duplicates: 7646
Total Edges: 20397
Self-Loops: 465
Reciprocated Vertex Pair Ratio: 0.000621032293679271
Reciprocated Edge Ratio: 0.00124129370388249
Connected Components: 380
Single-Vertex Connected Components: 158
Maximum Vertices in a Connected Component: 7231
Maximum Edges in a Connected Component: 19853
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 3.875024
Graph Density: 0.000229581495778937
Modularity: 0.457384
NodeXL Version: 1.0.1.423

Top 10 Vertices, Ranked by Betweenness Centrality:
cspan
realdonaldtrump
atrupar
cspanwj
justinamash
lindaleewhite
sharoncarbine
speakerpelosi
benjred
joebiden

Top URLs in Tweet in Entire Graph:
[327] https://t.co/nF9pFV0TE1
[204] https://t.co/qPfACW2AfY
[186] https://t.co/heT7Psnlp1
[186] https://t.co/0iiWtfU5gQ
[185] https://t.co/RlTXQrPsGo
[154] https://t.co/fVSE6b3EM0
[153] https://t.co/VVJbT86t64
[126] https://t.co/FoY36Ig5tQ
[108] https://t.co/hfUPMqA2R9
[96] https://t.co/gaqaowarUD

Top URLs in Tweet in G1:
[100] https://t.co/fVSE6b3EM0
[26] https://t.co/8RMQxkzEFx
[22] https://t.co/pKihrhVXXA
[20] https://t.co/uAOLsUlxLA
[18] https://t.co/tA9MrWJNaG
[18] https://t.co/yzsx4Fwnds
[17] https://t.co/hfUPMqA2R9
[16] https://t.co/BLKasFluWM
[16] https://t.co/VNSgSJACns
[15] https://t.co/sBwgtznQuB

Top URLs in Tweet in G2:
[151] https://t.co/RlTXQrPsGo
[114] https://t.co/FoY36Ig5tQ
[78] https://t.co/u4TQOsHkDd
[71] https://t.co/hfUPMqA2R9
[64] https://t.co/ZYjoEtWmKa
[58] https://t.co/qLUbxoYHK5
[49] https://t.co/2pdLo9ictZ
[48] https://t.co/80oOD1LM1E
[48] https://t.co/U6PiRCFEr8
[48] https://t.co/maiBFAFfbY

Top URLs in Tweet in G3:
[318] https://t.co/nF9pFV0TE1
[153] https://t.co/VVJbT86t64
[96] https://t.co/gaqaowarUD
[79] https://t.co/8iMY6dCJ2c
[59] https://t.co/sBwgtznQuB
[56] https://t.co/tA9MrWJNaG
[42] https://t.co/oCcDKPbpsJ
[40] https://t.co/VmB2ayGqC3
[39] https://t.co/Xm8X6OgLzN
[38] https://t.co/8RMQxkzEFx

Top URLs in Tweet in G4:
[38] https://t.co/l9peY9RTzl
[38] https://t.co/zpqUaCcVrS
[33] https://t.co/GzSjl9bKLt
[24] https://t.co/tZ4piKw7h7
[24] https://t.co/QqlS5GyBbd
[24] https://t.co/GZZq6beYjq
[17] https://t.co/0AklHmZCqk
[17] https://t.co/Y5lCHABbWG
[15] https://t.co/7SmAtlrtDF
[14] https://t.co/uAOLsUlxLA

Top URLs in Tweet in G5:
[132] https://t.co/heT7Psnlp1
[132] https://t.co/0iiWtfU5gQ
[51] https://t.co/gcGzP9Vy8X
[47] https://t.co/REIhUAYR8Z
[27] https://t.co/2p0SMhx7un
[27] https://t.co/qAqqHgQ3Qc
[21] https://t.co/FJnDDBXNnk
[21] https://t.co/sidc1SmVAB
[10] https://t.co/0UwgHW8JaE
[9] https://t.co/or3L4likpl

Top URLs in Tweet in G6:
[33] https://t.co/RV1x8tApjl
[19] https://t.co/bUtApTCVj9
[18] https://t.co/Ku68U52JAV
[18] https://t.co/0DDiQYgVHh
[16] https://t.co/yQW65qc91d
[15] https://t.co/H3B1nC4du1
[10] https://t.co/th8mICjMow
[8] https://t.co/hfUPMqA2R9
[8] https://t.co/qLUbxoYHK5
[8] https://t.co/OsPAYfAlvb

Top URLs in Tweet in G7:
[156] https://t.co/qPfACW2AfY
[8] https://t.co/TN4B7wc4mc
[6] https://t.co/3Nt7BSmMFq
[6] https://t.co/lnHZvVENKC
[6] https://t.co/U7tp2rILz8
[5] https://t.co/GpECz3DmSJ
[5] https://t.co/p6vPTM7CpW
[4] https://t.co/l9peY9RTzl
[4] https://t.co/zpqUaCcVrS
[4] https://t.co/7vBOSYIP6A

Top URLs in Tweet in G8:
[2] https://t.co/ugfD4OAtT0
[2] https://t.co/XmN6T14g8E
[2] https://t.co/e5T4CTFB71
[2] https://t.co/CwNrbPkB2l
[1] https://t.co/7IxGxDIZMD
[1] https://t.co/GH71P6swvj
[1] https://t.co/X9z283cxzf
[1] https://t.co/5HCfRL89qG
[1] https://t.co/CLEKJoHiji
[1] https://t.co/1D45UTOyCJ

Top URLs in Tweet in G9:
[21] https://t.co/ex3IIDjgHZ
[15] https://t.co/lAN4stCYv1
[6] https://t.co/8o2r2vbBdE
[6] https://t.co/QAW2WFdNMp
[5] https://t.co/DwAexlfFP2
[5] https://t.co/L2w5nQBSkZ
[5] https://t.co/NlUAIdHRZL
[3] https://t.co/7L40R74s55
[3] https://t.co/gQIF3QjTTy
[3] https://t.co/yzsx4Fwnds

Top URLs in Tweet in G10:
[10] https://t.co/UvaqaueDwV
[6] https://t.co/sOV3HIZvCc
[5] https://t.co/VNJIJtGFmp
[4] https://t.co/4nIpoqm9vX
[4] https://t.co/iIS203FuQy
[3] https://t.co/U93gDcUIoi
[3] https://t.co/VP6e5Yvp39
[3] https://t.co/LBmYfIHGqk
[3] https://t.co/yzsx4Fwnds
[3] https://t.co/0rc1DRqWe6

Top Domains in Tweet in Entire Graph:
[13526] t.co
[3] www.c

Top Domains in Tweet in G1:
[1492] t.co

Top Domains in Tweet in G2:
[3946] t.co

Top Domains in Tweet in G3:
[3051] t.co

Top Domains in Tweet in G4:
[1424] t.co

Top Domains in Tweet in G5:
[748] t.co

Top Domains in Tweet in G6:
[504] t.co

Top Domains in Tweet in G7:
[319] t.co

Top Domains in Tweet in G8:
[80] t.co

Top Domains in Tweet in G9:
[116] t.co

Top Domains in Tweet in G10:
[91] t.co

Top Hashtags in Tweet in Entire Graph:
[368] Trump
[198] DonaldTrump
[193] ImpeachmentHearing
[184] ImpeachmentHearings
[153] MerryChristmas
[120] ados
[111] USMCA
[107] Trump2020
[75] TheResistance
[75] LJ19

Top Hashtags in Tweet in G1:
[35] ImpeachmentHearing
[26] ImpeachmentHearings
[14] cspanTop10
[14] ImpeachTrump
[11] TRUMP2020
[7] USMCA
[7] aha20
[6] BREAKING
[6] CountryOverParty
[6] GOPCompromised

Top Hashtags in Tweet in G2:
[198] DonaldTrump
[120] Trump
[120] ados
[80] Trump2020
[78] ImpeachmentHearings
[75] TheResistance
[64] DefendMyNavy
[64] ImpeachmentHearing
[48] LJ19
[41] CrimeOfTheCentury

Top Hashtags in Tweet in G3:
[153] MerryChristmas
[88] USMCA
[61] Trump
[43] ImpeachmentHearing
[34] KAG
[31] ImpeachmentHearings
[30] WalkAwayFrom
[28] Qanon
[24] FoxNews
[23] AmericaFirst

Top Hashtags in Tweet in G4:
[131] Trump
[35] OneVoice1
[33] BillsPassedByHouse
[33] GraveyardMitch
[26] ImpeachmentHearing
[22] GOP
[22] Democrats
[21] ImpeachmentHearings
[21] LJ19
[20] ForThePeople

Top Hashtags in Tweet in G5:
[47] HillaryClinton
[47] emails
[47] falling
[47] calling
[47] Deplorables
[47] billclintonsex
[47] Trump
[47] bengazi
[47] weiner
[47] ClintonFoundation

Top Hashtags in Tweet in G6:
[7] ImpeachmentHearings
[6] ImpeachmentHearing
[6] TX04
[6] VoteThemOut
[5] ImpeachmentTaskForce
[4] MICHIGAN
[4] Trump
[4] SCOTUS
[3] ICYMI
[3] disabilityrights

Top Hashtags in Tweet in G7:
[5] impeachmentDebate
[3] shitshow
[3] TruthMatters
[2] KHive
[2] ForThePeople
[2] LJ19
[2] ImpeachmentHearing
[2] ImpeachmentHearings
[2] ImpeachmentEve
[1] voiceless

Top Hashtags in Tweet in G8:
[4] ImpeachmentDay
[3] cspan
[2] ImpeachmentHearings
[2] impeachment
[2] IMPEACHMENTVOTE
[2] CSPAN
[1] Barr
[1] Federalist
[1] AMJoy
[1] DevinNunesIsAnIdiot

Top Hashtags in Tweet in G9:
[3] Trump2020
[3] Impeach44
[1] Qarmy
[1] GreatAwakeningWorldwide
[1] ImpeachmentHearings

Top Hashtags in Tweet in G10:
[6] cspan
[4] PalestinianFreedom
[4] GoldStarDad
[4] TrumpRally
[3] Trumprally
[2] LeningradLindsay
[2] TRUMP2020Landside
[2] Trump
[2] CSPAN
[2] FakeNews

Top Words in Contents in Entire Graph:
[13561] Words in Sentiment List#1: Positive
[18062] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[529545] Non-categorized Words
[561168] Total Words
[15010] cspan
[3373] trump
[2617] president
[1874] impeachment
[1712] span

Top Words in Contents in G1:
[2604] cspan
[672] trump
[595] president
[310] impeached
[280] senmikelee
[242] house
[214] impeachment
[188] live
[166] watch
[164] span

Top Words in Contents in G2:
[3305] cspan
[1054] cnn
[1050] msnbc
[842] trump
[647] president
[640] impeachment
[487] pbs
[457] house
[453] live
[436] npr

Top Words in Contents in G3:
[2168] cspan
[861] realdonaldtrump
[636] keeps
[593] trump
[590] president
[474] talking
[452] impeachment
[425] potus
[413] joe
[401] help

Top Words in Contents in G4:
[2071] cspan
[701] speakerpelosi
[429] president
[316] gopleader
[307] trump
[278] biden
[274] dirt
[236] house
[233] impeachment
[208] video

Top Words in Contents in G5:
[955] cspan
[371] cspanwj
[306] aoc
[303] repaoc
[284] lies
[280] down
[278] take
[252] trump
[241] yes
[174] think

Top Words in Contents in G6:
[615] cspan
[173] katiehill4ca
[131] trump
[86] going
[83] house
[78] publicintegrity
[78] impeachment
[73] senjohnkennedy
[70] span
[66] live

Top Words in Contents in G7:
[448] cspan
[314] calls
[176] atrupar
[173] caller
[162] right
[160] impeach
[159] howdy
[159] earlier
[159] alabama
[159] phone

Top Words in Contents in G8:
[68] span
[46] cspan
[25] watching
[20] watch
[15] impeachment
[15] trump
[11] live
[10] people
[9] hearings
[8] caller

Top Words in Contents in G9:
[701] cspan
[210] father_mayhem
[210] kstu88
[210] mrdevdotnet
[210] dmills3710
[210] thiscollude
[174] drawandstrike
[159] jcasteph
[103] partycabsc
[86] aaronjh1019

Top Words in Contents in G10:
[156] cspan
[57] span
[56] realdonaldtrump
[43] trump
[31] foxnews
[30] watch
[28] seanhannity
[27] president
[26] cov_gretchen
[26] court

Top Word Pairs in Contents in Entire Graph:
[1068] president,trump
[784] full,video
[737] cnn,msnbc
[563] cspan,president
[560] trump,impeached
[533] impeachment,inquiry
[450] cspan,senmikelee
[447] cspan,speakerpelosi
[437] talking,screen
[437] cutting,away

Top Word Pairs in Contents in G1:
[400] president,trump
[295] trump,impeached
[282] cspan,president
[250] cspan,senmikelee
[102] senmikelee,acceptable
[101] cspan,lindseygrahamsc
[100] acceptable,officials
[100] officials,within
[100] within,executive
[100] executive,branch

Top Word Pairs in Contents in G2:
[641] cnn,msnbc
[353] npr,pbs
[301] pbs,cspan
[266] rule,law
[266] ap,npr
[265] rights,people
[264] impeachment,inquiry
[254] msnbc,ap
[250] msnbc,cnn
[186] undying,support

Top Word Pairs in Contents in G3:
[382] cutting,away
[382] talking,screen
[358] screen,cspan
[358] away,try
[358] try,help
[344] joe,biden
[342] arena,iowa
[342] confused,camera
[327] realdonaldtrump,donaldjtrumpjr
[318] michaelbeatty3,hilarious

Top Word Pairs in Contents in G4:
[305] cspan,speakerpelosi
[263] biden,dirt
[170] cspan,gopleader
[161] full,video
[133] witness,intimidation
[131] cspan,repadamschiff
[131] y'all,studied
[131] studied,#trump's
[131] #trump's,crimes
[131] crimes,bad

Top Word Pairs in Contents in G5:
[274] repaoc,aoc
[267] take,down
[264] down,lies
[159] full,video
[142] cspan,repaoc
[135] sadfly46,mikehouston2
[135] mikehouston2,cspan
[135] aoc,mark
[132] cspanwj,joebiden
[132] repadamschiff,speakerpelosi

Top Word Pairs in Contents in G6:
[121] katiehill4ca,cspan
[70] cspan,senjohnkennedy
[45] publicintegrity,repescobar
[45] repescobar,cspan
[45] cspan,floorcharts
[45] floorcharts,pressfreedom
[45] pressfreedom,rcfp
[45] rcfp,mccarrennews
[45] mccarrennews,radleybalko
[45] radleybalko,mcfaul

Top Word Pairs in Contents in G7:
[159] cspan,caller
[158] impeach,fucker
[157] caller,howdy
[157] howdy,apologize
[157] foremost,morons
[157] morons,calls
[157] calls,earlier
[157] fucker,great
[157] great,day
[157] host,phone

Top Word Pairs in Contents in G8:
[11] watching,span
[4] impeachment,hearings
[3] people,watching
[3] tune,cspan
[3] watching,cspan
[3] span,caller
[3] donald,trump
[3] cspan,caller
[2] span,span
[2] hearings,cspan

Top Word Pairs in Contents in G9:
[210] father_mayhem,kstu88
[210] kstu88,mrdevdotnet
[210] mrdevdotnet,cspan
[210] cspan,dmills3710
[210] dmills3710,thiscollude
[159] jcasteph,cspan
[159] cspan,drawandstrike
[86] aaronjh1019,jcasteph
[59] altnoaa,haleyjennyc
[59] haleyjennyc,alt_uscbp

Top Word Pairs in Contents in G10:
[20] cov_gretchen,jencovmedia
[20] jencovmedia,codeofvetsh1
[20] codeofvetsh1,ordabee
[20] ordabee,america1st38765
[20] america1st38765,housefloor
[20] housefloor,cspan
[20] cspan,realgregrose
[17] no_silenced,realdonaldtrump
[15] realdonaldtrump,cspan
[14] robertbrack,no_silenced