Potholes Omaha, Twitter, 3/14/2019 6:12:54 PM, 190388


FAQ | Problem?

Potholes Omaha Twitter NodeXL SNA Map and Report for Thursday, 14 March 2019 at 18:07 UTC
Potholes Omaha Twitter NodeXL SNA Map and Report for Thursday, 14 March 2019 at 18:07 UTC
From:
jeremyhl
Uploaded on:
March 14, 2019
Short Description:
Potholes Omaha via NodeXL http://bit.ly/2F3Cm0c
@chinhdoan
@ari_schenk
@gimmesumthinew
@omaha_scanner
@kyleerose03
@theboyjo
@jean_stothert
@ketv
@fearlessgirl33
@willmorrow_

Top hashtags:
#omaha
#potholes
#pothole
#potholealert
#rollwithit
#truth
#oma
#lnk

Description:
Description
The graph represents a network of 1,015 Twitter users whose recent tweets contained "Potholes Omaha", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Thursday, 14 March 2019 at 18:07 UTC.

The tweets in the network were tweeted over the 9-day, 12-hour, 50-minute period from Tuesday, 05 March 2019 at 05:05 UTC to Thursday, 14 March 2019 at 17:55 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 : 1015
Unique Edges : 1099
Edges With Duplicates : 72
Total Edges : 1171
Self-Loops : 316
Reciprocated Vertex Pair Ratio : 0.00480769230769231
Reciprocated Edge Ratio : 0.00956937799043062
Connected Components : 276
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 558
Maximum Edges in a Connected Component : 729
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.702811
Graph Density : 0.000812273491318584
Modularity : 0.752928
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://omaha.maps.arcgis.com/apps/CrowdsourceReporter/index.html?appid=7bfb0ea7720b4ec1a45cdb58c2a5754a
[8] https://twitter.com/MatthewLittleG/status/1104166518827479041
[7] https://fox42kptm.com/news/local/rainy-forecast-and-potholes-force-second-street-closure-in-omaha
[6] https://www.omaha.com/news/metro/pothole-season-is-in-full-swing-watch-out-for-those/article_546bb216-8b7b-55f1-9037-509f30d476ee.html
[5] https://twitter.com/optictheepaint/status/1104910089545224192
[5] https://www.3newsnow.com/news/local-news/longer-hours-and-more-workers-how-the-city-plans-to-start-tackling-potholes-next-week
[4] https://www.omaha.com/news/metro/when-we-re-not-plowing-we-are-filling-potholes-sarpy/article_07c29f68-3f8c-55eb-b10b-ed111b116e64.html
[4] https://www.omaha.com/news/public-safety/ker-clunk-here-are-some-of-omaha-s-worst-pothole/article_6fc64fa0-1c12-5f25-8f36-06893488e33f.html
[4] https://twitter.com/omaha_scanner/status/1104535782709178369
[3] https://www.omaha.com/opinion/editorial-crunch-screech-clunk-pothole-crisis-should-spur-omaha-leaders/article_c358dde4-e216-57d1-950f-534bf8af2060.html

Top URLs in Tweet in G1:
[5] https://twitter.com/optictheepaint/status/1104910089545224192
[4] https://twitter.com/omaha_scanner/status/1104535782709178369
[2] https://omaha.maps.arcgis.com/apps/CrowdsourceReporter/index.html?appid=7bfb0ea7720b4ec1a45cdb58c2a5754a
[2] https://www.omaha.com/news/metro/pothole-season-is-in-full-swing-watch-out-for-those/article_546bb216-8b7b-55f1-9037-509f30d476ee.html
[1] https://twitter.com/DinaKupfer/status/1104081649204047872
[1] https://twitter.com/blackgirlvoodoo/status/1100022254841315328
[1] https://twitter.com/omahaben/status/1104477450992582656
[1] https://www.omaha.com/news/metro/millard/omaha-closes-part-of-south-th-street-because-of-rough/article_27928aa8-6832-5ae7-bb0c-750a718019ee.html
[1] https://publicworks.cityofomaha.org/report-an-issue
[1] https://twitter.com/ChinhDoan/status/1104923593262141441

Top URLs in Tweet in G2:
[1] http://www.nehumanesociety.org/adopt/cats/

Top URLs in Tweet in G3:
[7] https://omaha.maps.arcgis.com/apps/CrowdsourceReporter/index.html?appid=7bfb0ea7720b4ec1a45cdb58c2a5754a
[6] https://twitter.com/MatthewLittleG/status/1104166518827479041
[1] https://www.omaha.com/news/metro/pothole-season-is-in-full-swing-watch-out-for-those/article_546bb216-8b7b-55f1-9037-509f30d476ee.html
[1] https://twitter.com/pediatricnursey/status/1105222449610801154

Top URLs in Tweet in G5:
[1] https://twitter.com/KETV/status/1105210212552601600

Top URLs in Tweet in G9:
[4] https://www.omaha.com/news/metro/when-we-re-not-plowing-we-are-filling-potholes-sarpy/article_07c29f68-3f8c-55eb-b10b-ed111b116e64.html
[4] https://www.omaha.com/news/public-safety/ker-clunk-here-are-some-of-omaha-s-worst-pothole/article_6fc64fa0-1c12-5f25-8f36-06893488e33f.html
[3] https://www.omaha.com/news/metro/photos-potholes-causing-issues-across-omaha/collection_a86bc1b2-25c8-57d0-9eca-30455e79e88e.html
[3] https://omaha.maps.arcgis.com/apps/CrowdsourceReporter/index.html?appid=7bfb0ea7720b4ec1a45cdb58c2a5754a
[3] https://www.omaha.com/news/metro/pothole-season-is-in-full-swing-watch-out-for-those/article_546bb216-8b7b-55f1-9037-509f30d476ee.html
[2] https://www.omaha.com/news/plus/council-members-weigh-in-on-omaha-s-pothole-problems-i/article_6ef97914-d038-5f8a-aa2d-7810bfddb888.html
[2] https://www.omaha.com/news/metro/they-re-baaack-watch-out-for-those-tire-blowing-rod/article_546bb216-8b7b-55f1-9037-509f30d476ee.html
[2] https://www.omaha.com/
[1] https://www.omaha.com/columnists/plus/we-would-love-your-potholes-welcome-to-canyon-road-the/article_139a0f54-e50b-58eb-b759-eb8792c1f743.html
[1] https://www.omaha.com/news/courts/yale-park-landlord-sues-city-of-omaha-refugee-group-in/article_b68eefdb-7448-5aa3-912a-b81a8fc28f9d.html

Top URLs in Tweet in G10:
[7] https://fox42kptm.com/news/local/rainy-forecast-and-potholes-force-second-street-closure-in-omaha
[5] https://www.3newsnow.com/news/local-news/longer-hours-and-more-workers-how-the-city-plans-to-start-tackling-potholes-next-week
[1] https://www.reddit.com/r/Omaha/comments/b10uom/elmwood_park_rd_closed_because_of_potholes/
[1] https://twitter.com/NDOTomaha/status/1105865801058435072
[1] https://twitter.com/NDOTomaha/status/1105858439820046337

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[263] omaha
[234] potholes
[4] pothole
[3] potholealert
[2] rollwithit
[2] truth
[2] oma
[2] lnk
[2] omahascanner
[1] omahaflood



Top Hashtags in Tweet in G1:
[32] omaha
[23] potholes
[1] chuckholes
[1] roads
[1] opd
[1] chevy
[1] whatsnext
[1] fb
[1] uno
[1] truth

Top Hashtags in Tweet in G2:
[149] potholes
[149] omaha
[1] pothole
[1] traffictogo
[1] trafficalert
[1] potholealert

Top Hashtags in Tweet in G3:
[27] potholes
[6] omaha
[2] pothole
[2] omahascanner
[1] potholealert
[1] guessinggame
[1] potholeseason2019

Top Hashtags in Tweet in G4:
[1] potholes
[1] omaha

Top Hashtags in Tweet in G5:
[17] omaha
[10] potholes
[1] fuckomaharoads
[1] undriveableroads
[1] deeppotholes
[1] theycouldswollowacarwhole
[1] roadsneedfixedasap

Top Hashtags in Tweet in G8:
[32] omaha
[3] potholes
[1] omahaflood

Top Hashtags in Tweet in G9:
[2] omaha
[1] potholes

Top Hashtags in Tweet in G10:
[3] omaha
[2] potholes
[1] potholeproblems
[1] interstateshutdown
[1] roadalert
[1] roadconditions

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[25454] Non-categorized Words
[25454] Total Words
[1101] potholes
[979] omaha
[333] ve
[327] seen
[307] city

Top Words in Tweet in G1:
[212] potholes
[208] omaha
[23] s
[21] bad
[20] driving
[20] car
[18] t
[16] m
[15] city
[15] drive

Top Words in Tweet in G2:
[298] ve
[298] seen
[152] potholes
[152] many
[152] omaha
[149] holy
[149] around
[149] metro
[149] one
[149] spot

Top Words in Tweet in G3:
[85] potholes
[60] omaha_scanner
[28] 72nd
[26] today
[25] dodge
[22] omaha
[17] city
[12] report
[10] low
[10] t

Top Words in Tweet in G4:
[100] m
[100] swerving
[100] avoid
[60] omaha
[60] potholes
[54] real
[53] driving
[51] around
[50] feel
[50] life

Top Words in Tweet in G5:
[56] potholes
[50] omaha
[21] jean_stothert
[14] city
[11] mayor
[10] streets
[9] fix
[8] worse
[8] few
[8] dominos

Top Words in Tweet in G6:
[36] m
[35] omaha
[35] potholes
[34] doesn
[34] t
[34] something
[34] gonna
[34] throw
[34] hands
[2] swerving

Top Words in Tweet in G7:
[60] idea
[38] potholes
[38] omaha
[30] ok
[30] city
[30] wild
[30] crazy
[30] concept
[30] never
[30] heard

Top Words in Tweet in G8:
[56] 80
[56] l
[56] st
[56] route
[37] omaha
[36] potholes
[28] due
[28] large
[28] closed
[28] follow

Top Words in Tweet in G9:
[90] potholes
[47] omaha
[31] city
[19] here's
[18] want
[17] problem
[16] worst
[16] damage
[14] one
[13] owhnews

Top Words in Tweet in G10:
[24] omaha
[19] potholes
[9] wowt6news
[8] road
[6] street
[6] one
[6] s
[5] rainy
[5] forecast
[5] force

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[313] ve,seen
[246] around,omaha
[163] potholes,omaha
[163] problem,areas
[159] omaha,metro
[158] reported,city
[157] potholes,ve
[156] holy,potholes
[156] seen,many
[156] many,around

Top Word Pairs in Tweet in G1:
[46] potholes,omaha
[39] omaha,potholes
[13] omaha,s
[7] driving,around
[7] s,potholes
[6] fix,potholes
[6] around,omaha
[6] omaha,needs
[6] city,omaha
[5] damn,potholes

Top Word Pairs in Tweet in G2:
[298] ve,seen
[149] holy,potholes
[149] potholes,ve
[149] seen,many
[149] many,around
[149] around,omaha
[149] omaha,metro
[149] metro,ve
[149] seen,one
[149] one,spot

Top Word Pairs in Tweet in G3:
[24] omaha_scanner,72nd
[24] 72nd,dodge
[24] dodge,today
[24] today,potholes
[7] snow,removal
[6] report,potholes
[6] potholes,snow
[6] removal,nuisance
[6] nuisance,issues
[6] issues,city

Top Word Pairs in Tweet in G4:
[100] swerving,avoid
[51] around,omaha
[50] feel,m
[50] m,real
[50] real,life
[50] life,mario
[50] mario,cart
[50] cart,driving
[50] driving,around
[50] omaha,except

Top Word Pairs in Tweet in G5:
[11] potholes,omaha
[9] omaha,potholes
[6] made,clear
[6] clear,jean_stothert
[6] jean_stothert,press
[6] press,conference
[6] conference,mayor
[6] mayor,appetite
[6] appetite,additional
[6] additional,revenue

Top Word Pairs in Tweet in G6:
[34] omaha,doesn
[34] doesn,t
[34] t,something
[34] something,potholes
[34] potholes,m
[34] m,gonna
[34] gonna,throw
[34] throw,hands
[2] swerving,avoid

Top Word Pairs in Tweet in G7:
[30] ok,idea
[30] idea,city
[30] city,omaha
[30] omaha,wild
[30] wild,idea
[30] idea,crazy
[30] crazy,concept
[30] concept,never
[30] never,heard
[30] heard,called

Top Word Pairs in Tweet in G8:
[56] l,st
[28] omaha,due
[28] due,large
[28] large,potholes
[28] potholes,80
[28] 80,closed
[28] closed,l
[28] st,follow
[28] follow,l
[28] st,access

Top Word Pairs in Tweet in G9:
[17] potholes,potholes
[11] city,omaha
[9] worst,potholes
[9] omaha,sarpy
[8] here's,useful
[8] useful,information
[8] want,something
[8] potholes,problem
[8] problem,omaha
[8] omaha,hit

Top Word Pairs in Tweet in G10:
[5] rainy,forecast
[5] forecast,potholes
[5] potholes,force
[5] force,second
[5] second,street
[5] street,closure
[5] closure,omaha
[5] city,omaha
[5] omaha,help
[5] help,way

Top Replied-To
Top Replied-To in Entire Graph:
@omaha_scanner
@jean_stothert
@dominos
@ketv
@westoproblems
@goknights77
@owhnews
@__sindelar
@nestatepatrol

Top Replied-To in G1:

Top Replied-To in G3:
@omaha_scanner
@westoproblems
@mcauliffedustin
@79segaels
@power1069
@mutanthumb
@saddlecreekoma
@fastman85
@mattserweketv
@carmex212

Top Replied-To in G5:
@jean_stothert
@dominos
@ketv
@goknights77
@omaha_scanner
@brad_dickson
@davidearllive
@chinhdoan
@omahapublicwrks
@merrickrandy

Top Replied-To in G8:
@nestatepatrol
@meanstsmillard

Top Replied-To in G9:
@owhnews
@omaha_scanner

Top Replied-To in G10:
@jean_stothert
@fox42kptm
@melissafry7
@wowt6news

Top Mentioned
Top Mentioned in Entire Graph:
@omaha_scanner
@jean_stothert
@owhnews
@wowt6news
@ketv
@dominos
@omahapublicwrks
@asanderford
@reecereports
@jeffreykoterba

Top Mentioned in G1:

Top Mentioned in G3:
@omaha_scanner
@omahapublicwrks
@power1069
@westoproblems
@nebraskadot
@mattserweketv
@meanstreetsoma
@gwr
@chinhdoan
@cityofomaha

Top Mentioned in G4:
@visit_dallas

Top Mentioned in G5:
@jean_stothert
@dominos
@ketv
@omaha_scanner
@mpselemed
@jsutfin
@dairyqueen
@lvgddgrlh

Top Mentioned in G7:
@jean_stothert

Top Mentioned in G8:
@unionmetrics
@nebraskadot

Top Mentioned in G9:
@owhnews
@owhpictures
@asanderford
@reecereports
@jeffreyrobb
@jean_stothert

Top Mentioned in G10:
@wowt6news
@fox42kptm
@ketv
@3newsnowomaha
@omahapublicwrks
@brianmastrewowt
@johnknicely
@thetaylaur
@omatrafficalert

Top Tweeters
Top Tweeters in Entire Graph:
@dominos
@waze
@theseventhbrat
@ketv
@phuckthatsren
@ibeez_jaypee
@asapmackenzie
@oh_wonderbread
@owhnews
@bpolitics

Top Tweeters in G1:
@oh_wonderbread
@markvanbaale
@laura_a_diaz
@mikevmos
@legacyzeroyt
@pnaiicgheols
@therealinformer
@imafuckngenius
@acaguy
@sac402

Top Tweeters in G2:
@ibeez_jaypee
@kc0ryz
@benhillmon
@angel_leeeee
@mrshuttles34
@emma_remer
@fonzie_la_flare
@nineteenxxbri
@andrealmatheson
@citywide45

Top Tweeters in G3:
@ccooke6685
@meanstreetsoma
@imissnewcoke
@sarahcarr__
@551cars
@sushivertical
@gwr
@welcom2cindylnd
@mattserweketv
@paulewalsh

Top Tweeters in G4:
@phuckthatsren
@xbad24
@badreputxation
@jeffformayor
@pb_and_jaylee
@jennawidhalm
@lazymcfail
@brieannnneee
@paigeperry111
@_johnay

Top Tweeters in G5:
@dominos
@ketv
@charleygohard
@ihoopbettathanu
@dairyqueen
@nebraskap5
@davidearllive
@brad_dickson
@joshuabrunken
@jonzuniga10

Top Tweeters in G6:
@russty_wheels
@mollygraace
@armstrong322
@katherinecruuz
@marikellogg
@em_i_lee_
@hannah_velehrad
@celestesalazarr
@kiralegit
@jaidint07

Top Tweeters in G7:
@krzemienanna
@oolygroove
@westin_n
@jasievieth_
@dolekyla
@willmorrow_
@f_m_walker
@_megmaynard
@gracenewcomer
@ashley08530901

Top Tweeters in G8:
@theseventhbrat
@mikezeigle
@leftisrightinne
@lrepp33
@katiyana
@pierremercer
@shinychevy
@unionmetrics
@nsptroopercook
@nestatepatrol

Top Tweeters in G9:
@owhnews
@luxangela
@ralphbistline
@spartanjessica
@kirbykaufman
@eduff88
@thankssteven
@nschremmy
@aliavalentine
@asanderford

Top Tweeters in G10:
@marebear1472
@wowt6news
@3newsnowomaha
@omatrafficalert
@fox42kptm
@nyoaknyarial
@jimmy_tiddow
@markstitz
@sharonchenwowt
@hansongnc


Tags: