Description:
The graph was imported from the open workbook "schedule_f-2022-11-18T16 00 51 - Copy.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: 1708
Unique Edges: 1082
Edges With Duplicates: 5536
Total Edges: 6618
Self-Loops: 460
Reciprocated Vertex Pair Ratio: 0
Reciprocated Edge Ratio: 0
Connected Components: 42
Single-Vertex Connected Components: 26
Maximum Vertices in a Connected Component: 1650
Maximum Edges in a Connected Component: 6447
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 4.152976
Graph Density: 0.000679801725639981
Modularity: 0.267494
NodeXL Version: 1.0.1.507
Top Words in expenditure_purpose_full in Entire Graph:
[1393] media
[1152] salary
[627] travel
[514] services
[451] expenses
[444] payroll
[438] research
[355] consulting
[348] materials
[340] buy
Top Words in expenditure_purpose_full in G1:
[876] salary
[35] payroll
[33] taxes
[32] 441
[29] carson
[28] d
[26] telephone
[24] 441ad
[20] mail
[19] ad
Top Words in expenditure_purpose_full in G2:
[596] travel
[450] expenses
[316] media
[289] services
[284] consulting
[217] payroll
[203] polling
[190] buy
[147] subscriptions
[133] strategic
Top Words in expenditure_purpose_full in G3:
[630] media
[354] research
[326] materials
[98] placement
[82] production
[82] text
[80] messaging
[47] phone
[46] consulting
[42] service
Top Words in expenditure_purpose_full in G4:
[325] media
[162] services
[129] buy
[117] phone
[117] banking
[47] production
[29] payroll
[18] polling
[7] strategic
[7] political
Top Words in expenditure_purpose_full in G5:
[53] wages
[48] payroll
[20] taxes
[18] memos
[18] see
[17] mail
[11] ad
[11] donnelly
[10] credit
[10] charges
Top Words in expenditure_purpose_full in G6:
[219] salary
[55] payroll
[36] taxes
[23] election
[20] general
[18] federal
[18] fee
[18] 2016
[18] consultant
[18] state
Top Words in expenditure_purpose_full in G7:
[84] production
[71] event
[66] rentals
[66] site
[53] media
[23] paid
[16] tv
[15] communications
[15] services
[14] fees
Top Words in expenditure_purpose_full in G8:
[106] service
[106] web
[20] petition
[20] place
[20] ji
[20] signatures
[20] gathered
[17] media
[16] vendor
[16] refund
Top Words in expenditure_purpose_full in G9:
[21] payment
[21] card
[19] jorgensen
[19] jo
[17] ads
[17] debit
[10] fecebook
[6] texting
[5] credit
[5] processor
Top Words in expenditure_purpose_full in G10:
[13] payroll
[12] taxes
[9] salary
[6] mail
[4] direct
[2] postage
[2] bulk
Top Word Pairs in expenditure_purpose_full in Entire Graph:
[425] travel,expenses
[347] research,materials
[334] media,buy
[209] phone,banking
[209] payroll,taxes
[184] media,services
[174] media,production
[139] web,service
[109] consulting,services
[104] strategic,consulting
Top Word Pairs in expenditure_purpose_full in G1:
[33] payroll,taxes
[27] 441,d
[15] carson,441
[14] credit,card
[12] see,memo's
[12] card,reimbursement
[12] reimbursement,see
[11] carson,441ad
[9] phone,minutes
[9] television,ad
Top Word Pairs in expenditure_purpose_full in G2:
[425] travel,expenses
[190] media,buy
[109] consulting,services
[104] strategic,consulting
[102] payroll,taxes
[99] media,production
[89] phone,banking
[75] fundraising,consulting
[70] telecom,verification
[70] verification,services
Top Word Pairs in expenditure_purpose_full in G3:
[326] research,materials
[96] media,placement
[79] text,messaging
[65] placement,production
[36] payroll,expense
[33] web,service
[31] phone,calls
[26] survey,research
[23] message,phone
[22] strategy,consulting
Top Word Pairs in expenditure_purpose_full in G4:
[150] media,services
[129] media,buy
[117] phone,banking
[45] media,production
[7] political,consultant
[7] strategic,political
[5] rent,occupancy
[4] data,analysis
[3] compliance,svcs
[3] tv,ads
Top Word Pairs in expenditure_purpose_full in G5:
[20] payroll,taxes
[18] see,memos
[18] payroll,see
[10] credit,card
[10] card,charges
[9] political,outreach
[9] direct,mail
[7] 441,d
[5] media,ad
[5] ad,441
Top Word Pairs in expenditure_purpose_full in G6:
[36] payroll,taxes
[20] general,election
[18] federal,payroll
[18] connection,2016
[18] payroll,processing
[18] state,payroll
[18] 2016,general
[18] processing,fee
[15] salary,connection
[13] fundraising,consultant
Top Word Pairs in expenditure_purpose_full in G7:
[66] site,rentals
[66] event,production
[66] production,site
[23] paid,media
[18] media,production
[16] media,tv
[14] legal,services
[14] professional,fees
[11] focus,groups
[11] polling,focus
Top Word Pairs in expenditure_purpose_full in G8:
[106] web,service
[20] signatures,place
[20] place,ji
[20] petition,signatures
[20] gathered,petition
[16] vendor,refund
[8] refund,media
[8] media,vendor
[2] strategy,consulting
[2] political,strategy
Top Word Pairs in expenditure_purpose_full in G9:
[19] jo,jorgensen
[17] card,payment
[17] debit,card
[15] payment,jo
[10] jorgensen,fecebook
[10] fecebook,ads
[5] jorgensen,texting
[5] texting,ads
[4] card,processor
[4] credit,card
Top Word Pairs in expenditure_purpose_full in G10:
[12] payroll,taxes
[4] direct,mail
[2] bulk,mail
[2] mail,postage