Battelle, Twitter, 6/20/2019 5:27:15 PM, 200599


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Battelle Twitter NodeXL SNA Map and Report for Thursday, 20 June 2019 at 15:56 UTC
Battelle Twitter NodeXL SNA Map and Report for Thursday, 20 June 2019 at 15:56 UTC
From:
Marc_Smith
Uploaded on:
June 20, 2019
Short Description:
Battelle via NodeXL http://bit.ly/31MOGMU
@battelle
@neon_sci
@industrialfree1
@healthangel999
@holygirl22
@krobphoto
@amandajlester
@sethpgerson
@impactneo
@pnnlab

Top hashtags:
#pfas
#stem
#pride
#vacation
#ngwa
#pridemonth
#science
#techiecamp
#appdevelopment

Description:
Description
The graph represents a network of 417 Twitter users whose recent tweets contained "Battelle", 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 Thursday, 20 June 2019 at 15:58 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 30-minute period from Tuesday, 11 June 2019 at 00:00 UTC to Thursday, 20 June 2019 at 15:31 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 : 418
Unique Edges : 602
Edges With Duplicates : 690
Total Edges : 1292
Number of Edge Types : 4
Mentions : 911
Retweet : 181
Tweet : 115
Replies to : 85
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0742496050552923
Reciprocated Edge Ratio : 0.138235294117647
Connected Components : 57
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 292
Maximum Edges in a Connected Component : 1016
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.120139
Graph Density : 0.00390118527187819
Modularity : 0.448822
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://www.postregister.com/
[6] https://jobs.battelle.org/ShowJob/Id/2080562/Data%20Science%20Educator
[5] https://myticket.co.uk/artists/steven-battelle
[4] https://www.musicglue.com/steven-battelle/
[4] https://myticket.co.uk/gigs/steven-battelle-london-2019-09-12-19-00
[4] https://jobs.battelle.org/ShowJob/JobId/2090272/Research-Scientist-Ecoinformatics
[4] https://okt.to/ucoGCM
[3] https://www.nbcrightnow.com/
[3] https://okt.to/LYhPql
[3] https://jobs.battelle.org/ShowJob/JobId/2080562/Data-Science-Educator

Top URLs in Tweet in G1:
[12] https://www.postregister.com/
[4] https://okt.to/ucoGCM
[3] https://www.indiawest.com/
[3] https://www.nbcrightnow.com/
[3] https://okt.to/LYhPql
[2] https://okt.to/MBjs4m
[2] https://okt.to/FgmDG9
[2] https://okt.to/gPcqb3
[2] https://okt.to/bNjz9i
[2] https://mining.com/

Top URLs in Tweet in G2:
[6] https://jobs.battelle.org/ShowJob/Id/2080562/Data%20Science%20Educator
[3] https://jobs.battelle.org/ShowJob/JobId/2080562/Data-Science-Educator
[3] https://jobs.battelle.org/ShowJob/JobId/2090272/Research-Scientist-Ecoinformatics
[1] https://twitter.com/MeganAHJones/status/1138103699958452225
[1] https://jobs.battelle.org/ListJobs?Keyword=NEON

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=lDpg0yIpx48&feature=youtu.be


Top URLs in Tweet in G4:
[1] https://twitter.com/HealthAngel999/status/1141351894037749760
[1] https://twitter.com/HealthAngel999/status/1140248018278596609
[1] https://twitter.com/HealthAngel999/status/1140099944776372225
[1] https://twitter.com/HealthAngel999/status/1140987854635589633

Top URLs in Tweet in G5:
[2] http://quatint.com/Wru2x6ai
[1] https://link.medium.com/oO8JFKbcrX
[1] https://www.npr.org/2011/11/21/142583959/youre-probably-using-battelle-technology-and-dont-even-know-it
[1] https://bit.ly/2KFSKZh
[1] http://link.battelle.org/jc.aspx?d=EWGTC34DGAKIJ76LDOZIAAE3AAA4SSR3URJ5UDHO2IERTY4ACXWIOYS3BRK76625XK6O65FHPP3Q2ER2JIEKT2YUMSAK43MK2OPTJUCVI4NILAFOVGNYVEAUCA5DQQQKFLJGUONLMVIS6KBMZYNDG7COGFZDC6UN6SIUKZH4BCZ7O24X47N3MZLXEHKYB6GIESNHZHPSLNWPFT6LPO7M52GR4VTS6BRGSYQZRQ36PM63FESWZWU2FJDMVKTGY2LZBDPPIDWDKMVMNRNC3Q6TRDLWW6GRU5JQ5RRIIXTWIORPLST2O2G2HSJA4QRRCPVBAVURH3WDDCJYJYYSPTWLXBGPXBE6DVD7KGMFL2GJWK3S7UXWG57P3AE7L4%3D%3D%3D%3D%3D%3D&u=http%3A%2F%2Fwww.facebook.com%2Fpg%2FOhioSTEM%2Fphotos%2F%3Ftab%3Dalbum%26album_id%3D3257852137573923%26utm_source%3DSalesfusion%26utm_medium%3DEmail%26utm_content%3DLook%2Bback%2Bat%2B2019%2BStudent%2BSolutions%2BShowcase%26utm_campaign%3DFY19_OSLN
[1] https://www.youtube.com/watch?v=EzDz6Yyiyoc

[1] https://medium.com/the-battelle-center-for-science-engineering-and/an-open-source-geospatial-application-to-support-the-ebola-response-d53b81fad9a4
[1] http://techannouncer.co.uk/global-cbrnd-market-trend-analysis-2019-bruker-chemring-elbit-systems-flir-systems-smiths-detection-alfred-karcher-airboss-of-america-battelle/
[1] https://www.youtube.com/watch?v=Sg-yZ8xnE1Q&feature=youtu.be

[1] https://www.army-technology.com/news/darpa-injectable-brain-control-technology/

Top URLs in Tweet in G6:
[5] https://myticket.co.uk/artists/steven-battelle
[4] https://myticket.co.uk/gigs/steven-battelle-london-2019-09-12-19-00
[4] https://www.musicglue.com/steven-battelle/
[1] https://twitter.com/StevenJBattelle/status/1141360259111575557

Top URLs in Tweet in G7:
[1] https://twitter.com/battelle/status/1139919505067565057

Top URLs in Tweet in G9:
[1] https://www.dispatch.com/photogallery/OH/20190615/NEWS/615009994/PH/1

Top URLs in Tweet in G10:
[1] https://twitter.com/kentpolen/status/1141436331748483074
[1] https://okt.to/hel5bf
[1] https://okt.to/l9APw5
[1] https://okt.to/mIWcL8
[1] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=feac40cc0347b046a7568986

Top Domains
Top Domains in Tweet in Entire Graph:
[93] okt.to
[26] twitter.com
[16] battelle.org
[12] postregister.com
[11] co.uk
[7] linkedin.com
[6] bizjournals.com
[4] ornl.gov
[4] musicglue.com
[3] nbcrightnow.com

Top Domains in Tweet in G1:
[90] okt.to
[12] postregister.com
[8] twitter.com
[4] ornl.gov
[3] indiawest.com
[3] nbcrightnow.com
[2] mining.com
[2] lanl.gov
[2] transportationtodaynews.com
[2] osu.edu

Top Domains in Tweet in G2:
[13] battelle.org
[1] twitter.com

Top Domains in Tweet in G3:
[1] youtube.com

Top Domains in Tweet in G4:
[4] twitter.com

Top Domains in Tweet in G5:
[6] linkedin.com
[2] medium.com
[2] battelle.org
[2] youtube.com
[2] co.uk
[2] quatint.com
[2] twitter.com
[2] executivebiz.com
[1] npr.org
[1] bit.ly

Top Domains in Tweet in G6:
[9] co.uk
[4] musicglue.com
[1] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[1] dispatch.com

Top Domains in Tweet in G10:
[3] okt.to
[1] twitter.com
[1] sumall.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] pfas
[12] stem
[7] pride
[5] vacation
[4] ngwa
[4] pridemonth
[3] science
[3] techiecamp
[3] appdevelopment
[3] data



Top Hashtags in Tweet in G1:
[19] pfas
[9] stem
[4] pridemonth
[4] pride
[3] few19
[3] techiecamp
[3] appdevelopment
[3] science
[3] ngwa
[2] biaexpo

Top Hashtags in Tweet in G2:
[1] data
[1] informatics
[1] ecology
[1] r

Top Hashtags in Tweet in G5:
[4] pfas
[2] battelle
[2] hiring
[1] darpa
[1] indiawest
[1] friyay
[1] fridayfun
[1] cbusmetroparks
[1] battelledarbycreek
[1] nature

Top Hashtags in Tweet in G7:
[1] pride

Top Hashtags in Tweet in G8:
[1] pride
[1] cssummit19
[1] arkidscancode
[1] csforar

Top Hashtags in Tweet in G9:
[1] columbuspride2019
[1] pride
[1] pride2019

Top Hashtags in Tweet in G10:
[2] stem
[1] stemfeedsohio
[1] statusquodisruptorchat

Top Words
Top Words in Tweet in Entire Graph:
[409] Words in Sentiment List#1: Positive
[145] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[11686] Non-categorized Words
[12241] Total Words
[234] battelle
[98] data
[69] neon_sci
[66] science
[48] research

Top Words in Tweet in G1:
[87] battelle
[22] research
[19] #pfas
[18] s
[17] new
[15] inl
[15] science
[14] great
[14] nrel
[14] energy

Top Words in Tweet in G2:
[87] data
[64] neon_sci
[46] science
[41] ecoinformatics
[40] position
[40] interested
[40] ecological
[33] educator
[27] managing
[27] complex

Top Words in Tweet in G3:
[12] youtube
[12] 100
[11] pink
[11] nengo
[11] badbunny
[11] daddy_yankee
[11] nbc
[11] jlo
[11] fallontonight
[11] lappybatty

Top Words in Tweet in G4:
[4] abedenmark
[4] narangvipin
[4] suemiterry
[4] junghpak1
[4] dannyrrussel
[4] victordcha
[4] c4ads
[4] ciase_ong
[4] hannahsong
[4] battelle

Top Words in Tweet in G5:
[35] battelle
[6] 2019
[6] ngwatweets
[5] conference
[5] ohio
[4] research
[4] 20
[4] t
[4] #pfas
[3] today

Top Words in Tweet in G6:
[30] london
[25] supporting
[24] show
[23] battelle
[21] september
[21] here
[20] boston
[20] music
[19] tickets
[18] stevenjbattelle

Top Words in Tweet in G7:
[3] happy
[3] battelle
[2] spy
[2] several
[2] ed
[2] teammates
[2] thankful
[2] work
[2] company
[2] celebrates

Top Words in Tweet in G8:
[8] battelle
[6] stemx
[4] computer
[4] science
[4] states
[4] wesleyhall
[3] s
[3] stem
[3] policy
[2] leadership

Top Words in Tweet in G9:
[2] photos

Top Words in Tweet in G10:
[10] battelle
[9] food
[8] osln
[4] beginning
[4] falcon
[4] security
[4] team's
[4] raised
[4] bed
[4] gardens

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] data,science
[40] ecological,data
[40] position,neon_sci
[33] science,educator
[27] interested,managing
[27] managing,complex
[27] complex,ecological
[27] data,sharing
[27] sharing,world
[27] world,using

Top Word Pairs in Tweet in G1:
[8] research,scientist
[8] management,mitigation
[8] mitigation,remediation
[8] remediation,conference
[7] rose,battelle
[6] battelle,supports
[6] program,manager
[6] conference,week
[6] amy,dindal
[6] jeff,rose

Top Word Pairs in Tweet in G2:
[46] data,science
[40] position,neon_sci
[40] ecological,data
[33] science,educator
[27] interested,managing
[27] managing,complex
[27] complex,ecological
[27] data,sharing
[27] sharing,world
[27] world,using

Top Word Pairs in Tweet in G3:
[11] youtube,pink
[11] pink,nengo
[11] nengo,badbunny
[11] badbunny,daddy_yankee
[11] daddy_yankee,nbc
[11] jlo,fallontonight
[11] lappybatty,nbcpolitics
[11] nbcpolitics,nbcblindspot
[11] nbcblindspot,warrenbuffett03
[10] nbc,jlo

Top Word Pairs in Tweet in G4:
[4] abedenmark,narangvipin
[4] narangvipin,suemiterry
[4] suemiterry,junghpak1
[4] junghpak1,dannyrrussel
[4] dannyrrussel,victordcha
[4] victordcha,c4ads
[4] c4ads,ciase_ong
[4] ciase_ong,hannahsong
[4] hannahsong,battelle
[4] battelle,mattferchen

Top Word Pairs in Tweet in G5:
[3] battelle,seeking
[3] requirements,include
[3] https,t
[3] t,co
[3] battelle,#pfas
[2] john,battelle
[2] battelle,kids
[2] research,scientist
[2] ninety,students
[2] students,twenty

Top Word Pairs in Tweet in G6:
[20] boston,music
[17] tickets,here
[16] music,room
[14] stevenjbattelle,show
[13] proclaimation,alert
[13] alert,very
[13] very,pleased
[13] pleased,announce
[13] announce,supporting
[13] supporting,stevenjbattelle

Top Word Pairs in Tweet in G7:
[2] spy,several
[2] several,battelle
[2] battelle,ed
[2] ed,teammates
[2] teammates,thankful
[2] thankful,work
[2] work,company
[2] company,celebrates
[2] celebrates,inclusion
[2] inclusion,acceptance

Top Word Pairs in Tweet in G8:
[4] computer,science
[4] battelle,stemx
[2] leadership,vital
[2] vital,driving
[2] driving,successful
[2] successful,partnerships
[2] partnerships,sectors
[2] sectors,students
[2] students,families
[2] families,thanks

Top Word Pairs in Tweet in G10:
[5] osln,battelle
[4] beginning,falcon
[4] falcon,food
[4] food,security
[4] security,team's
[4] team's,raised
[4] raised,bed
[4] bed,gardens
[4] gardens,support
[4] support,local

Top Replied-To
Top Replied-To in Entire Graph:
@pandaparker2019
@battelle
@youtube
@juliocs80288751
@sdesvelado
@harkonen2
@wasted_shadows
@addamschloe
@af_academy
@cghosebiz1st

Top Replied-To in G1:
@battelle
@cghosebiz1st
@srp_niehs
@web

Top Replied-To in G3:
@youtube

Top Replied-To in G4:
@af_academy
@clemenswergin
@abedenmark

Top Replied-To in G6:
@addamschloe
@wasted_shadows

Top Replied-To in G8:
@battelle

Top Replied-To in G10:
@osln

Top Mentioned
Top Mentioned in Entire Graph:
@battelle
@neon_sci
@uslter
@esa_org
@pictoline
@stevenjbattelle
@pnnlab
@thebrokenkings_
@nrel
@sdesvelado

Top Mentioned in G1:
@battelle
@nrel
@pnnlab
@inl
@livermore_lab
@ngwatweets
@ornl
@swcsd
@neon_sci
@darpa

Top Mentioned in G2:
@neon_sci
@uslter
@esa_org
@thecarpentries
@kmyule
@asusols
@nsf

Top Mentioned in G3:
@pink
@nengo
@badbunny
@daddy_yankee
@nbc
@jlo
@fallontonight
@lappybatty
@nbcpolitics
@nbcblindspot

Top Mentioned in G4:
@narangvipin
@suemiterry
@junghpak1
@dannyrrussel
@victordcha
@c4ads
@ciase_ong
@hannahsong
@battelle
@mattferchen

Top Mentioned in G6:
@stevenjbattelle
@thebrokenkings_

Top Mentioned in G7:
@esiwildcats
@tsin
@pbsteachers
@haywoodschools
@edmodo
@flipgrid
@nearpod
@learningblade
@seesaw
@tndrivinginno

Top Mentioned in G8:
@stemx
@battelle
@wesleyhall
@govhutchinson
@pastfoundation
@kellymgaier
@maryesnapp
@microsoft
@edcommission
@ruthef

Top Mentioned in G9:
@ninawest
@mayorginther
@sg_hardin
@nbcmonica
@matt_nbc4
@ohiostate
@cardinalhealth
@battelle
@usbank
@jpmorgan

Top Mentioned in G10:
@battelle
@osln
@unitedwayccmc
@gesfalcons
@osln_akronhub
@vazaconsulting
@battelleforkids
@govmikedewine
@ltgovhusted
@envisionedplus

Top Tweeters
Top Tweeters in Entire Graph:
@chipotletweets
@harkonen2
@vbspurs
@madridfederer
@bbcworld
@addamschloe
@npr
@book_addict
@dispatchalerts
@anitalea1

Top Tweeters in G1:
@npr
@dispatchalerts
@tweetbrk
@56mimihoward
@web
@nasa
@cghosebiz1st
@ziconotide
@hollyzachariah
@greencarcongres

Top Tweeters in G2:
@mrvaidya
@jasonwilliamsny
@lexnederbragt
@mapologo
@skmorgane
@esa_org
@hao_and_y
@tobiasschlauch
@atkinsjeff
@benbondlamberty

Top Tweeters in G3:
@bbcworld
@anitalea1
@fallontonight
@nbcpolitics
@usarmy
@nbc
@amermedicalassn
@youtube
@daddy_yankee
@jlo

Top Tweeters in G4:
@miekeeoyang
@healthangel999
@ali_h_soufan
@narangvipin
@clemenswergin
@reince
@af_academy
@ajmount
@ciase_ong
@tomcollina

Top Tweeters in G5:
@book_addict
@techieappy
@1kingmeech
@windingdot
@epiren
@clevelandssi
@executivebiz
@cannaphiles
@indiawest
@dronedeliver

Top Tweeters in G6:
@addamschloe
@saaratbk
@wasted_shadows
@auramystic_
@laurencefvk
@seanbow3
@stevenjbattelle
@xpinnags
@drewfvk
@danilang74

Top Tweeters in G7:
@flipgrid
@burgessdave
@smgaillard
@buncee
@seesaw
@nearpod
@edmodo
@pbsteachers
@definedstem
@tnedu

Top Tweeters in G8:
@microsoft
@ruthef
@edcommission
@csforall
@msftissues
@asahutchinson
@amandajlester
@stemx
@pastfoundation
@csteachersorg

Top Tweeters in G9:
@chipotletweets
@dsw_us
@matt_nbc4
@ninawest
@express
@usbank
@ohiostate
@stateauto
@chickentakeover
@nbcmonica

Top Tweeters in G10:
@grahamschools
@glssuperfalcon
@amyjorudd
@envisionedplus
@principalcmill
@battelleforkids
@osln
@gesfalcons
@osln_akronhub
@gesfalconpride


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