piedmont, Twitter, 1/16/2019 5:57:35 PM, 182176


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piedmont_2019-01-16_09-51-44.xlsx
piedmont_2019-01-16_09-51-44.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 16, 2019
Short Description:
piedmont via NodeXL http://bit.ly/2TRTKuD
@sfchronicle
@kpixtv
@abc7newsbayarea
@andazolathomas
@veniceforhrc
@groovytimes777
@ktvu
@gaylinnenola
@earthquakessf
@usgs

Top hashtags:
#earthquake
#piedmont
#sanfrancisco
#quake
#breaking
#wednesdaywisdom
#wine

Description:
Description
The graph represents a network of 382 Twitter users whose recent tweets contained "piedmont", 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, 16 January 2019 at 17:52 UTC.

The tweets in the network were tweeted over the 1-hour, 49-minute period from Wednesday, 16 January 2019 at 16:02 UTC to Wednesday, 16 January 2019 at 17:51 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 : 382
Unique Edges : 390
Edges With Duplicates : 24
Total Edges : 414
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.00285714285714286
Reciprocated Edge Ratio : 0.0056980056980057
Connected Components : 55
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 280
Maximum Edges in a Connected Component : 307
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.795151
Graph Density : 0.00241167498041802
Modularity : 0.569657
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://earthquake.usgs.gov/earthquakes/eventpage/nc73133456
[5] http://www.ktvu.com/news/quake-north-of-piedmont-felt-throughout-the-bay-area
[4] https://www.kqed.org/news/11718567/usgs-reporting-small-earthquake-near-piedmont
[3] http://maps.google.com/maps?q=37.8525009%2C+-122.2336655+%283.7+magnitude%2C+7.24+mi+deep+-+Mon%2C+November+2%2C+51012+10%3A29+PM+PST)&ll=37.8525009,-122.2336655&spn=2,2&t=h&hl=e
[3] https://www.accuweather.com/en/weather-news/37-preliminary-magnitude-earthquake-shakes-piedmont-california/70007164
[3] https://abc7news.com/37-preliminary-magnitude-earthquake-strikes-piedmont/5088094/
[2] https://earthquake.usgs.gov/earthquakes/eventpage/nc73133456/executive#dyfi
[2] https://www.youtube.com/watch?v=U1Qk16SuM9k&feature=youtu.be&a

[2] https://www.earthquaketrack.com/quakes/2019-01-16-12-42-08-utc-3-7-11
[2] https://thedeal-movie.com/movie/452832/serenity-2019-hd-720p-full-movie

Top URLs in Tweet in G2:
[1] https://sanfrancisco.cbslocal.com/2019/01/16/early-morning-quake-awakens-the-east-bay/
[1] http://sanfrancisco.cbslocal.com/?p=771842

Top URLs in Tweet in G3:
[2] https://www.accuweather.com/en/weather-news/37-preliminary-magnitude-earthquake-shakes-piedmont-california/70007164
[2] https://earthquake.usgs.gov/earthquakes/eventpage/nc73133456/executive#dyfi
[1] https://finreviewer.com/2019/01/16/3m-co-mmm-holder-edgewood-management-has-lowered-stake-as-piedmont-office-realty-trust-pdm-market-valuation-declined-foster-motley-boosted-position/
[1] https://abc7news.com/34-magnitude-earthquake-2-aftershocks-strike-piedmont/5088094/
[1] https://www.instagram.com/p/Bss7xGDFvZ1/?utm_source=ig_twitter_share&igshid=1kocuoqyl2fkw
[1] https://www.instagram.com/p/Bss8wwfha6y/?utm_source=ig_twitter_share&igshid=bqrmnwymoyvk
[1] http://www.readyforsyth.org/its-time-to-update-the-northern-piedmont-regional-hazard-mitigation-plan-take-the-survey/
[1] https://twitter.com/sfchronicle/status/1085521645886996480
[1] https://www.oaklandca.gov/resources/related-to/communities-of-oakland-respond-to-emergencies-core
[1] https://twitter.com/krisnbc/status/1085519340806402049

Top URLs in Tweet in G4:
[5] http://www.ktvu.com/news/quake-north-of-piedmont-felt-throughout-the-bay-area
[1] https://sunnyvale.ca.gov/government/safety/emergency.htm

Top URLs in Tweet in G5:
[8] https://earthquake.usgs.gov/earthquakes/eventpage/nc73133456
[1] http://maps.google.com/maps?q=37.8525009%2C+-122.2336655+%283.7+magnitude%2C+7.24+mi+deep+-+Mon%2C+November+2%2C+51012+10%3A29+PM+PST)&ll=37.8525009,-122.2336655&spn=2,2&t=h&hl=e

Top URLs in Tweet in G6:
[1] https://abc7news.com/5088094/
[1] https://abc7news.com/37-preliminary-magnitude-earthquake-strikes-piedmont/5088094/

Top URLs in Tweet in G7:
[1] https://www.accuweather.com/en/weather-news/37-preliminary-magnitude-earthquake-shakes-piedmont-california/70007164

Top URLs in Tweet in G8:
[4] https://www.kqed.org/news/11718567/usgs-reporting-small-earthquake-near-piedmont

Top URLs in Tweet in G9:
[1] https://twitter.com/LastQuake/status/1085521194160439296

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] earthquake
[41] piedmont
[29] sanfrancisco
[10] quake
[10] breaking
[4] wednesdaywisdom
[3] wine
[3] wednesdaythoughts
[3] karenpence
[2] phenomhoops



Top Hashtags in Tweet in G2:
[30] earthquake
[29] sanfrancisco
[29] piedmont
[1] oakland

Top Hashtags in Tweet in G3:
[4] earthquake
[4] piedmont
[2] quake
[2] haywardfault
[2] physician
[1] california
[1] proudtobetpspanthers
[1] thepiedmontschool
[1] johnyowellacademy
[1] hatday

Top Hashtags in Tweet in G4:
[8] breaking
[2] earthquake
[1] bigone
[1] beprepared
[1] oes

Top Hashtags in Tweet in G6:
[8] earthquake

Top Hashtags in Tweet in G7:
[7] earthquake

Top Hashtags in Tweet in G8:
[8] quake
[5] earthquake

Top Words
Top Words in Tweet in Entire Graph:
[40] Words in Sentiment List#1: Positive
[55] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7242] Non-categorized Words
[7337] Total Words
[364] piedmont
[339] earthquake
[327] 3
[327] magnitude
[314] 7

Top Words in Tweet in G1:
[216] 3
[216] 7
[216] magnitude
[216] earthquake
[216] near
[216] piedmont
[216] shakes
[216] bay
[216] area
[216] around

Top Words in Tweet in G2:
[46] earthquake
[45] 3
[45] magnitude
[45] piedmont
[43] 7
[39] near
[33] residents
[32] kpixtv
[31] feel
[29] sanfrancisco

Top Words in Tweet in G3:
[25] piedmont
[8] earthquake
[8] 3
[7] 7
[6] 4
[5] magnitude
[4] near
[4] california
[4] quake
[3] morning

Top Words in Tweet in G4:
[13] 3
[12] ktvu
[11] usgs
[11] 7
[11] near
[11] piedmont
[10] magnitude
[10] earthquake
[8] breaking
[8] reports

Top Words in Tweet in G5:
[9] 3
[9] 7
[9] magnitude
[9] earthquake
[9] piedmont
[8] occurred
[8] 1
[8] 86mi
[8] n
[8] ca

Top Words in Tweet in G6:
[11] magnitude
[11] earthquake
[10] bay
[9] 2
[9] aftershocks
[8] abc7newsbayarea
[8] update
[8] 0
[8] 1
[8] 9

Top Words in Tweet in G7:
[7] 3
[7] 7
[7] preliminary
[7] magnitude
[7] earthquake
[7] struck
[7] piedmont
[7] california
[7] 4
[7] 42

Top Words in Tweet in G8:
[8] quake
[8] east
[8] bay
[6] kqed
[5] q
[5] feel
[5] morning
[5] s
[5] 3
[5] 4

Top Words in Tweet in G9:
[6] felt
[6] earthquake
[6] night
[6] small
[6] close
[6] hnu
[6] magnitude
[6] 3
[6] 7
[6] centered

Top Words in Tweet in G10:
[5] earthquake
[5] near
[5] piedmont
[5] berkeley
[5] preliminary
[5] magnitude
[5] ml3
[5] 7
[4] berkeleyseismo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[303] 3,7
[297] magnitude,earthquake
[277] near,piedmont
[276] 7,magnitude
[242] earthquake,near
[236] bay,area
[231] 4,45
[229] piedmont,shakes
[229] shakes,bay
[229] area,around

Top Word Pairs in Tweet in G1:
[216] 3,7
[216] 7,magnitude
[216] magnitude,earthquake
[216] earthquake,near
[216] near,piedmont
[216] piedmont,shakes
[216] shakes,bay
[216] bay,area
[216] area,around
[216] around,4

Top Word Pairs in Tweet in G2:
[45] magnitude,earthquake
[43] 3,7
[43] 7,magnitude
[39] near,piedmont
[29] feel,sanfrancisco
[29] sanfrancisco,3
[29] earthquake,centered
[29] centered,near
[29] piedmont,felt
[29] felt,residents

Top Word Pairs in Tweet in G3:
[3] 3,4
[3] 3,7
[3] preliminary,magnitude
[3] magnitude,earthquake
[3] near,piedmont
[3] piedmont,california
[2] last,night
[2] piedmont,3
[2] 7,preliminary
[2] paint,party

Top Word Pairs in Tweet in G4:
[11] 3,7
[11] near,piedmont
[8] breaking,usgs
[8] usgs,reports
[8] reports,magnitude
[8] magnitude,3
[8] 7,earthquake
[8] earthquake,near
[7] ktvu,breaking
[4] twitter,feed

Top Word Pairs in Tweet in G5:
[9] 3,7
[9] 7,magnitude
[9] magnitude,earthquake
[8] earthquake,occurred
[8] occurred,1
[8] 1,86mi
[8] 86mi,n
[8] n,piedmont
[8] piedmont,ca
[8] ca,details

Top Word Pairs in Tweet in G6:
[8] earthquake,update
[8] update,2
[8] 2,0
[8] 0,1
[8] 1,9
[8] 9,magnitude
[8] magnitude,aftershocks
[8] aftershocks,east
[8] east,bay
[8] bay,bart

Top Word Pairs in Tweet in G7:
[7] 3,7
[7] 7,preliminary
[7] preliminary,magnitude
[7] magnitude,earthquake
[7] earthquake,struck
[7] struck,piedmont
[7] piedmont,california
[7] california,4
[7] 4,42
[7] 42,m

Top Word Pairs in Tweet in G8:
[8] east,bay
[5] q,feel
[5] feel,morning
[5] morning,s
[5] s,3
[5] 3,4
[5] 4,magnitude
[5] magnitude,earthquake
[5] earthquake,east
[5] bay,hills

Top Word Pairs in Tweet in G9:
[6] felt,earthquake
[6] earthquake,night
[6] night,small
[6] small,close
[6] close,hnu
[6] hnu,magnitude
[6] magnitude,3
[6] 3,7
[6] 7,centered
[6] centered,piedmont

Top Word Pairs in Tweet in G10:
[5] earthquake,near
[5] near,piedmont
[5] piedmont,berkeley
[5] berkeley,preliminary
[5] preliminary,magnitude
[5] magnitude,ml3
[5] ml3,7
[4] berkeleyseismo,earthquake

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sfchronicle
@kpixtv
@ktvu
@usgs
@abc7newsbayarea
@earthquakessf
@kqed
@breakingweather
@kqednews
@hnuregistrar

Top Mentioned in G1:
@sfchronicle

Top Mentioned in G2:
@kpixtv
@sfchronicle
@marykpix

Top Mentioned in G3:
@jeanquan

Top Mentioned in G4:
@ktvu
@usgs
@abc7newsbayarea

Top Mentioned in G5:
@earthquakessf
@sfchronicle

Top Mentioned in G6:
@abc7newsbayarea
@sfchronicle

Top Mentioned in G7:
@breakingweather

Top Mentioned in G8:
@kqed
@kqednews

Top Mentioned in G9:
@hnuregistrar

Top Mentioned in G10:
@berkeleyseismo

Top Tweeters
Top Tweeters in Entire Graph:
@4prina
@jjauthor
@john1966olsen
@victorspencz
@lariskapargitay
@homefronthugs
@dopechubbychick
@njdoc
@billieo2
@iggy

Top Tweeters in G1:
@jjauthor
@lariskapargitay
@homefronthugs
@njdoc
@janet_yackle
@patriciaahenso1
@arriadna
@dpyeee
@courtchauncey
@tivon

Top Tweeters in G2:
@4prina
@john1966olsen
@victorspencz
@tao23
@toniragusa
@rheaecho
@48hippo
@kpixtv
@woelfferdarlene
@dnauerbach131

Top Tweeters in G3:
@apdtraffic
@cardestination
@thefinreviewer
@ladybizness
@wandaology
@lainquirer
@coaxmetal
@piedmontpatch
@flowergvrden
@randyscorpio

Top Tweeters in G4:
@dopechubbychick
@ktvu
@dreababyyyy_
@dianageez
@lovelytima09
@mgldbay
@raidernationway
@staci72805
@usgs
@kcbafox35

Top Tweeters in G5:
@gaylinnenola
@skippiereally
@cvwarrior
@earthquakessf
@itsaaronconklin
@mrfriedmanb
@shawtysayz610
@rosieyc

Top Tweeters in G6:
@abc7newsbayarea
@dolls123
@groovytimes777
@veniceforhrc
@bishopgames
@daniellallee
@iheartlazydays
@shercares

Top Tweeters in G7:
@breakingweather
@coco_maye
@saenzenlared
@alexpad
@cal_oes
@ragnaranchorage
@sabrinalopez489

Top Tweeters in G8:
@kqed
@kqedscience
@kqednews
@n0ty3p
@linablanco
@nasem_earth

Top Tweeters in G9:
@inforwarrior2
@ghost1144
@eddirich
@bskylstad
@29162004
@hnuregistrar

Top Tweeters in G10:
@scienceatcal
@ucbletterssci
@berkeleyseismo
@berkeleyecon
@eastbaybeast2


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