Connected Action NodeXL-Reports

November 12, 2019

The graph was imported from the open workbook "Posts from 2019-08-08 to 2019-11-01_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: 8154
Unique Edges: 12322
Edges With Duplicates: 5227
Total Edges: 17549
Self-Loops: 2102
Reciprocated Vertex Pair Ratio: 0.00579777365491651
Reciprocated Edge Ratio: 0.011528706479133
Connected Components: 803
Single-Vertex Connected Components: 397
Maximum Vertices in a Connected Component: 6455
Maximum Edges in a Connected Component: 15686
Maximum Geodesic Distance (Diameter): 13
Average Geodesic Distance: 4.862924
Graph Density: 0.000195714285843219
Modularity: 0.583181
NodeXL Version: 1.0.1.421

Top 10 Vertices, Ranked by Betweenness Centrality:
realdonaldtrump
pittsburghpg
ap
marcellusgas
maddow
kylegriffin1
joebiden
berksgastruth
tedcruz
ppptce

Top URLs in Tweet in Entire Graph:
[476] https://t.co/0eWJcCawLY
[265] https://t.co/yhOu9ZliTf
[217] https://t.co/KJy0AAK7ph
[181] https://t.co/9SmQBOreh3
[181] https://t.co/xaQiiD2QE6
[170] https://t.co/ikq3L19nsx
[168] https://t.co/MjmhjFruDg
[142] https://t.co/WODEmr89Mu
[132] https://t.co/YRgBn0niGX
[114] https://t.co/hSqIFXrCvw

Top URLs in Tweet in G1:
[246] https://t.co/yhOu9ZliTf
[232] https://t.co/0eWJcCawLY
[200] https://t.co/KJy0AAK7ph
[166] https://t.co/MjmhjFruDg
[163] https://t.co/9SmQBOreh3
[156] https://t.co/ikq3L19nsx
[132] https://t.co/WODEmr89Mu
[124] https://t.co/YRgBn0niGX
[103] https://t.co/hSqIFXrCvw
[97] https://t.co/6g7VBuehlt

Top URLs in Tweet in G2:
[206] https://t.co/0eWJcCawLY
[173] https://t.co/xaQiiD2QE6
[108] https://t.co/segoXTp3hO
[76] https://t.co/LGQIZTWRx9
[76] https://t.co/ayyammfC7u
[56] https://t.co/B78r8JwCdv
[52] https://t.co/DqKRL8ANhp
[52] https://t.co/s6DjgL4BvP
[51] https://t.co/QdqAQiVMDq
[42] https://t.co/o8eqQsUCKs

Top URLs in Tweet in G3:
[60] https://t.co/KguBvGIRnt
[53] https://t.co/lWA7bLgQoX
[47] https://t.co/bKgfomY0AN
[39] https://t.co/CEFKxSWtXi
[32] https://t.co/EejBKAjHq7
[30] https://t.co/0Vfxzq1x8G
[29] https://t.co/DLZQzC5P2U
[27] https://t.co/B9C4YPFzY4
[27] https://t.co/DPYIjdLhsK
[27] https://t.co/xe45Fr0FcX

Top URLs in Tweet in G4:
[52] https://t.co/dbDQZIuRC5
[24] https://t.co/QxRKPrmkY6
[16] https://t.co/3hu3lQgrye
[14] https://t.co/jEFCpt9NHQ
[12] https://t.co/0eWJcCawLY
[9] https://t.co/QUfHftrQSs
[8] https://t.co/68jeGY3iIC
[8] https://t.co/g2G16QzXYh
[8] https://t.co/nykV9LG2eG
[7] https://t.co/Wq7sHgXuh4

Top URLs in Tweet in G5:
[9] https://t.co/KYPQQpfT5m
[3] https://t.co/lDcudX6tMv
[2] https://t.co/CvxjjoJPGe
[2] https://t.co/NBJtMN3l5e
[2] https://t.co/rfvstdUbC1
[2] https://t.co/Iq2aOa3Nwz
[2] https://t.co/KZbujg7YBN
[2] https://t.co/b8FkTQvoCW
[2] https://t.co/o2CSDkkGPW
[2] https://t.co/VCBbF6nGDh

Top URLs in Tweet in G6:
[51] https://t.co/zZlP73jpuY
[26] https://t.co/W1GjXFIywX
[6] https://t.co/SXWFeAZ4Bk
[5] https://t.co/SM1aUMoHyr
[4] https://t.co/YwtiAcXrw8
[4] https://t.co/tllVDS4MAT
[4] https://t.co/erMkeGAUSG
[3] https://t.co/Igmc38MMOJ
[3] https://t.co/NRGteT5mXs
[3] https://t.co/elP2nz4R5R

Top URLs in Tweet in G7:
[6] https://t.co/7Kdobl0KjH
[6] https://t.co/PuwEi4V8Km
[4] https://t.co/QjOBfcEUxJ
[4] https://t.co/zIb8a4I5Ds
[4] https://t.co/5Uk8Ut0FtX
[4] https://t.co/R8kVFyzeFn
[4] https://t.co/M1rw6KtFkH
[3] https://t.co/xGYBvsD2ai
[3] https://t.co/bhHbOEpwHI
[3] https://t.co/1x3Ml42VPq

Top URLs in Tweet in G8:
[7] https://t.co/wSsE8mJkE6
[3] https://t.co/gsRgNG2EQO
[2] https://t.co/XorSAZ3SaR
[1] https://t.co/THs2HqCsxt
[1] https://t.co/ngCS01SHHv
[1] https://t.co/YwI8bAXSf1
[1] https://t.co/xaQiiD2QE6
[1] https://t.co/7k3kGFV6MP

Top URLs in Tweet in G9:
[48] https://t.co/PPAr90oIUl
[10] https://t.co/qwiiTqzaCw
[4] https://t.co/0eWJcCawLY
[4] https://t.co/yX2Jvf8mza
[3] https://t.co/S4aw8KT6nU
[3] https://t.co/5Nkthau0V8
[3] https://t.co/6g7VBuehlt
[3] https://t.co/c88Nf6KAnK
[2] https://t.co/xe2NYKxltc
[2] https://t.co/XbGpJGxFi6

Top URLs in Tweet in G10:
[4] https://t.co/CXeg7SmBNH
[2] https://t.co/WODEmr89Mu
[2] https://t.co/l2w8JGuoFU
[2] https://t.co/Kb87G6uwaU
[1] https://t.co/7Ab3fyfPwS
[1] https://t.co/qTOnfBHwwd
[1] https://t.co/ikq3L19nsx
[1] https://t.co/yhOu9ZliTf
[1] https://t.co/4jMGfc9TDU
[1] https://t.co/6g7VBuehlt

Top Domains in Tweet in Entire Graph:
[14365] t.co

Top Domains in Tweet in G1:
[3160] t.co

Top Domains in Tweet in G2:
[2156] t.co

Top Domains in Tweet in G3:
[5033] t.co

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

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

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

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

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

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

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

Top Hashtags in Tweet in Entire Graph:
[577] natgas
[482] PAClimateCountdown
[413] RestorePA
[375] BoycottShell
[273] pipelines
[230] fracking
[198] NatGas
[178] energy
[137] naturalgas
[131] EmptySeatMAGATour

Top Hashtags in Tweet in G1:
[341] BoycottShell
[120] EmptySeatMAGATour
[94] AMRstaff
[69] TrumpRally
[45] EmptySeatsMAGATour
[40] EndangeredSpeciesAct
[34] 1u
[16] Trump
[15] ResistersForum
[10] EmptySeatsMagaTour

Top Hashtags in Tweet in G2:
[74] Ukraine
[56] Tucker
[53] Burisma
[42] HunterBiden
[28] ClimateTownHall
[28] Swamp
[25] 1
[20] DemDebate
[17] TheStory
[17] TrumpRally

Top Hashtags in Tweet in G3:
[503] natgas
[482] PAClimateCountdown
[410] RestorePA
[248] pipelines
[206] fracking
[173] NatGas
[131] HaltMarinerNow
[125] energy
[119] TimetoAct
[107] ShaleLaw

Top Hashtags in Tweet in G4:
[49] ActOnClimate
[38] NoKXLpledge
[26] GreenNewDeal
[26] climate
[22] energy
[20] NoKXL
[20] StopLine3
[19] NoDAPL
[19] WaterIsLife
[18] KeystoneXL

Top Hashtags in Tweet in G5:
[17] natgas
[14] energy
[9] naturalgas
[9] climatecrisis
[7] RenewableEnergy
[7] ametek
[6] dewpoint
[5] oilandgas
[5] BeReady
[5] SolarPV

Top Hashtags in Tweet in G6:
[26] USA
[26] Russia
[26] PuertoRico
[26] ISIS
[26] Trump
[9] fracking
[8] FirstStepAct
[8] DyslexiaAwarenessMonth
[7] pipelines
[6] GreenNewDeal

Top Hashtags in Tweet in G7:
[13] methane
[3] renewables
[3] NaturalGas
[2] BeyondCoal
[2] ClimateAction
[2] KnowYourDeplorables
[2] StopExtinction
[1] PSPS
[1] EnergyTwitter
[1] NoMVP

Top Hashtags in Tweet in G9:
[48] Blackmail
[48] BlueWave2020
[10] Russians
[10] Ukraine
[10] Ukrainegate
[10] TrumpRussia
[10] ImpeachTrump
[4] BoycottShell
[3] trump
[3] Trump

Top Hashtags in Tweet in G10:
[2] BeTheChange4USA
[2] BeTheChange4Earth
[1] DemDebate
[1] DemocraticDebate
[1] TrumpUkraine
[1] Giuliani
[1] ImpeachDonaldTrumpNOW
[1] Resist
[1] Resisters
[1] ResignNow

Top Words in Tweet in Entire Graph:
[13663] Words in Sentiment List#1: Positive
[13563] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[570433] Non-categorized Words
[597659] Total Words
[11322] gas
[9296] natural
[2759] pipelines
[2214] trump
[2213] biden

Top Words in Tweet in G1:
[1640] shell
[1402] union
[1357] paid
[1236] workers
[1220] trump
[1197] crowd
[975] gas
[944] showing
[926] trump's
[923] pay

Top Words in Tweet in G2:
[3531] gas
[3145] natural
[1486] biden
[1284] hunter
[1148] ukraine
[1046] realdonaldtrump
[996] oil
[921] jobs
[834] coal
[773] board

Top Words in Tweet in G3:
[3455] gas
[2603] natural
[875] more
[834] pipelines
[758] industry
[710] energy
[682] #natgas
[589] pa
[583] governortomwolf
[579] day

Top Words in Tweet in G4:
[730] gas
[634] natural
[281] climate
[274] pipelines
[138] fossil
[132] biden
[128] company
[126] fuel
[112] energy
[108] co

Top Words in Tweet in G5:
[415] gas
[343] natural
[116] pipelines
[56] energy
[50] oil
[37] trump
[35] more
[35] pennsylvania
[35] power
[33] industry

Top Words in Tweet in G6:
[97] gas
[87] lindseygrahamsc
[79] gop
[79] realdonaldtrump
[77] gopleader
[66] natural
[59] reuters
[55] build
[55] syria
[54] pipelines

Top Words in Tweet in G7:
[205] gas
[121] natural
[40] climate
[39] bill
[34] more
[33] oil
[32] companies
[28] methane
[26] svcleanenergy
[25] fossil

Top Words in Tweet in G8:
[198] 8brianvogel4
[198] _fat_nixon
[149] seniorveteran
[149] freedom_gal
[149] carlbotha2
[149] working17862787
[149] jewls2245_gemma
[149] lockrousseau
[149] dennish59386592
[149] mcginnkeven

Top Words in Tweet in G9:
[121] gas
[62] realdonaldtrump
[58] shell
[55] never
[52] forced
[49] natural
[49] employees
[48] pamelaglasner
[48] darren_2502
[48] an0nygir1

Top Words in Tweet in G10:
[85] pipelines
[84] vegix
[84] arabia
[79] dindin6
[79] petramccarron2
[79] faithcampbellj1
[74] act
[46] trump
[44] over
[44] more

Top Word Pairs in Tweet in Entire Graph:
[9247] natural,gas
[1318] gas,company
[1171] union,crowd
[1107] given,option
[1096] crowd,shell
[1086] option,showing
[1085] getting,paid
[1082] showing,getting
[1073] large,union
[1063] shell,given

Top Word Pairs in Tweet in G1:
[948] union,crowd
[889] given,option
[885] getting,paid
[880] crowd,shell
[878] large,union
[876] option,showing
[872] showing,getting
[866] trump's,large
[858] shell,given
[857] natural,gas

Top Word Pairs in Tweet in G2:
[3143] natural,gas
[822] hunter,biden
[622] gas,company
[482] gas,production
[478] oil,natural
[404] ukrainian,natural
[354] jobs,ban
[294] burisma,holdings
[291] joe,biden
[286] ukraine,natural

Top Word Pairs in Tweet in G3:
[2584] natural,gas
[332] shale,gas
[260] co,sponsorship
[227] mariner,east
[188] gas,industry
[182] #restorepa,guarantees
[171] gas,development
[143] remove,co
[139] last,week
[133] more,years

Top Word Pairs in Tweet in G4:
[626] natural,gas
[120] gas,company
[105] fossil,fuel
[70] andrew,goldman
[67] climate,adviser
[61] climate,plan
[59] adviser,made
[58] climate,change
[57] ban,fracking
[57] fracking,natural

Top Word Pairs in Tweet in G5:
[343] natural,gas
[24] gas,industry
[14] gas,company
[14] gas,leak
[14] trump's,large
[14] large,union
[14] union,crowd
[14] crowd,shell
[14] shell,given
[14] given,option

Top Word Pairs in Tweet in G6:
[62] natural,gas
[51] atlantis000000,marilynlavala
[51] marilynlavala,janeenlongwort1
[51] janeenlongwort1,amwcb6179
[51] amwcb6179,cindykendrick11
[51] cindykendrick11,realdonaldtrump
[51] realdonaldtrump,cowgirls4trump
[51] cowgirls4trump,cnnbrk
[51] cnnbrk,nytimes
[51] nytimes,oprah

Top Word Pairs in Tweet in G7:
[121] natural,gas
[18] fossil,fuel
[16] stanfordwoods,stanfordenergy
[13] mzjacobson,linkedin
[13] linkedin,svcleanenergy
[13] svcleanenergy,bone_structure
[13] bone_structure,theguigzbaz
[13] theguigzbaz,pencleanenergy
[13] pencleanenergy,mcecleanenergy
[13] mcecleanenergy,californiapuc

Top Word Pairs in Tweet in G8:
[149] carlbotha2,working17862787
[100] seniorveteran,sonoscrutinizer
[100] sonoscrutinizer,michael36213243
[100] michael36213243,chowskej
[100] chowskej,freedom_gal
[100] freedom_gal,8brianvogel4
[100] 8brianvogel4,saracorday
[100] saracorday,carlbotha2
[100] working17862787,_fat_nixon
[100] _fat_nixon,annette66130164

Top Word Pairs in Tweet in G9:
[49] natural,gas
[48] pamelaglasner,darren_2502
[48] darren_2502,an0nygir1
[48] an0nygir1,mooselambresist
[48] mooselambresist,kregger2012
[48] kregger2012,andrewbrodie331
[48] andrewbrodie331,pacificberry
[48] pacificberry,cmm09672
[48] cmm09672,10minutesaday4u
[48] 10minutesaday4u,dumptrump808

Top Word Pairs in Tweet in G10:
[42] iowadun,grasshopper2049
[42] grasshopper2049,dindin6
[42] dindin6,petramccarron2
[42] petramccarron2,sdr_medco
[42] sdr_medco,vegix
[42] vegix,bcool333
[42] bcool333,simplyjustbeing
[42] simplyjustbeing,klglass2
[42] klglass2,4a_of
[42] 4a_of,raynadragon