techthatmatters, Twitter, 8/25/2019 2:36:49 PM, 207703


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techthatmatters Twitter NodeXL SNA Map and Report for Sunday, 25 August 2019 at 14:32 UTC
techthatmatters Twitter NodeXL SNA Map and Report for Sunday, 25 August 2019 at 14:32 UTC
From:
docassar
Uploaded on:
August 25, 2019
Short Description:
techthatmatters via NodeXL http://bit.ly/2NxRgkX
@realtechmatters
@adamdanyal
@omeotechnology
@metoscm
@ccprakay
@kay_wise
@techthatmatters
@enricomolinari
@convercyclebike
@nsagovtspy

Top hashtags:
#techthatmatters
#technology
#3dprinting
#orthopedics
#bonegrafting

Description:
Description
The graph represents a network of 499 Twitter users whose recent tweets contained "techthatmatters", 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 Sunday, 25 August 2019 at 14:32 UTC.

The tweets in the network were tweeted over the 9-day, 9-hour, 37-minute period from Friday, 16 August 2019 at 02:24 UTC to Sunday, 25 August 2019 at 12:01 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 : 499
Unique Edges : 1247
Edges With Duplicates : 201
Total Edges : 1448
Number of Edge Types : 4
Retweet : 573
Mentions : 843
Tweet : 28
Replies to : 4
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0023130300693909
Reciprocated Edge Ratio : 0.00461538461538462
Connected Components : 18
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 441
Maximum Edges in a Connected Component : 1379
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.834599
Graph Density : 0.00523134622658973
Modularity : 0.538321
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://tech.nj.gov/it/life/index.shtml#career
[2] https://ssuiteoffice.com/categories/esotericandspecialist.htm
[1] https://twitter.com/realtechmatters/status/1164912287184031744
[1] https://www.linkedin.com/posts/rishidarda_technews-techthatmatters-techtrends-activity-6570184325722148865-aCnu
[1] https://www.linkedin.com/slink?code=eqRUFA2
[1] https://www.linkedin.com/slink?code=gvSE-ma
[1] https://www.instagram.com/p/B1aFSZbB0Kx5A-P_Fz5MDUub3xH5Zyhd0-uyuU0/?igshid=sxi51xs932xr
[1] https://www.instagram.com/p/B1Z4pFYFhVK/?igshid=u1x2fvmoi6x4
[1] https://www.linkedin.com/slink?code=f-DQPmF
[1] https://www.linkedin.com/slink?code=fHz-Pbn

Top URLs in Tweet in G2:
[1] https://www.instagram.com/p/B1aFSZbB0Kx5A-P_Fz5MDUub3xH5Zyhd0-uyuU0/?igshid=sxi51xs932xr

Top URLs in Tweet in G3:
[1] https://www.linkedin.com/slink?code=gvSE-ma

Top URLs in Tweet in G5:
[2] https://ssuiteoffice.com/categories/esotericandspecialist.htm
[1] https://corportek.lpages.co/itc-school/
[1] https://www.facebook.com/totibest/posts/10220081888056053
[1] https://www.linkedin.com/slink?code=f-DQPmF
[1] https://www.linkedin.com/slink?code=fHz-Pbn
[1] https://twitter.com/realtechmatters/status/1164912287184031744

Top URLs in Tweet in G7:
[10] https://tech.nj.gov/it/life/index.shtml#career

Top URLs in Tweet in G8:
[1] https://enterprisetalk.com/news/subaru-corporation-and-ansys-power-the-future-of-hybrid-electric-vehicle-design/

Top URLs in Tweet in G9:
[1] https://www.linkedin.com/posts/rishidarda_technews-techthatmatters-techtrends-activity-6570184325722148865-aCnu

Top URLs in Tweet in G10:
[1] https://www.linkedin.com/slink?code=eqRUFA2

Top Domains
Top Domains in Tweet in Entire Graph:
[10] nj.gov
[5] linkedin.com
[2] instagram.com
[2] ssuiteoffice.com
[1] twitter.com
[1] facebook.com
[1] qwake.tech
[1] lpages.co
[1] enterprisetalk.com

Top Domains in Tweet in G2:
[1] instagram.com

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

Top Domains in Tweet in G5:
[2] ssuiteoffice.com
[2] linkedin.com
[1] lpages.co
[1] facebook.com
[1] twitter.com

Top Domains in Tweet in G7:
[10] nj.gov

Top Domains in Tweet in G8:
[1] enterprisetalk.com

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

Top Domains in Tweet in G10:
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[514] techthatmatters
[151] technology
[86] 3dprinting
[86] orthopedics
[86] bonegrafting
[68] innovation
[54] renewableenergy
[51] productdesign
[51] airplane
[51] aviation



Top Hashtags in Tweet in G1:
[301] techthatmatters
[84] technology
[76] 3dprinting
[76] orthopedics
[76] bonegrafting
[46] renewableenergy
[44] productdesign
[44] denmark
[44] waveenergy
[44] airplane

Top Hashtags in Tweet in G2:
[187] techthatmatters
[57] technology
[40] innovation
[26] robot
[25] amphibious
[25] searchrescue
[25] firefighting
[22] wheelchair
[20] design
[19] adamdanyal

Top Hashtags in Tweet in G3:
[7] techthatmatters
[3] technology
[2] techforgood
[2] 3dprinting
[2] orthopedics
[2] bonegrafting
[1] bicycle
[1] productdesign
[1] walking
[1] health

Top Hashtags in Tweet in G4:
[27] technews
[2] techthatmatters
[2] techtrends
[2] thursdaythoughts
[2] techthursday

Top Hashtags in Tweet in G5:
[8] techthatmatters
[3] technology
[3] innovation
[3] ai
[2] ssuiteoffice
[2] technews
[2] techtips
[2] techtuesday
[2] technical
[2] windows

Top Hashtags in Tweet in G6:
[1] techthatmatters

Top Hashtags in Tweet in G7:
[10] nowhiring
[10] techjobs
[10] technj
[3] womenwhocode
[3] womenintech
[3] governmentjobs
[3] recruiting
[3] jobopening
[3] joinourteam
[3] techthatmatters

Top Hashtags in Tweet in G8:
[1] technews
[1] technologynews
[1] hybrid
[1] electricvehicles
[1] techthatmatters
[1] techtrends

Top Hashtags in Tweet in G9:
[2] creditcards
[1] creditcardtheft

Top Hashtags in Tweet in G10:
[1] technology
[1] nosql
[1] elasticsearch
[1] techthatmatters
[1] futuretechnology
[1] serverlesscomputing
[1] serverless
[1] faas
[1] cloud

Top Words
Top Words in Tweet in Entire Graph:
[768] Words in Sentiment List#1: Positive
[319] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[12883] Non-categorized Words
[13970] Total Words
[569] #techthatmatters
[517] #adamdanyal
[516] #innovation
[514] #technology
[329] #future

Top Words in Tweet in G1:
[303] #techthatmatters
[303] #technology
[302] #adamdanyal
[285] #innovation
[215] #future
[156] bone
[78] 3d
[78] printed
[78] synthetic
[78] replace

Top Words in Tweet in G2:
[219] #innovation
[206] #techthatmatters
[205] #adamdanyal
[195] #technology
[110] #future
[49] #disability
[46] save
[41] #offroad
[39] #outdoor
[31] #mobility

Top Words in Tweet in G3:
[65] techthatmatters
[61] realcolinmac
[61] frronconi
[61] joannmoretti
[59] omeotechnology
[59] enricomolinari
[59] sdgs4good
[59] gendlinsmuse
[59] pascal_bornet
[59] audreydesisto

Top Words in Tweet in G4:
[27] gosh
[27] very
[27] possible
[27] new
[27] tap
[27] pay
[27] cards
[27] hitting
[27] market
[27] alert

Top Words in Tweet in G5:
[8] #techthatmatters
[3] #technology
[3] #innovation
[3] #ai
[2] tech
[2] download
[2] employ
[2] best
[2] free
[2] esoteric

Top Words in Tweet in G6:
[2] video

Top Words in Tweet in G7:
[10] #nowhiring
[10] several
[10] #techjobs
[10] njoit
[10] apply
[10] today
[10] new
[10] career
[10] #technj
[10] team

Top Words in Tweet in G8:
[2] enterprise
[2] talk
[2] subaru_usa
[2] corporation
[2] ansys
[2] power
[2] future
[2] hybrid
[2] electric
[2] vehicle

Top Words in Tweet in G9:
[4] problem
[2] exactly
[2] wondered
[2] hdfcbank
[2] bank
[2] #creditcards
[2] introduced
[2] new
[2] technology
[2] figure

Top Words in Tweet in G10:
[4] serverless
[2] nice
[2] guide
[2] includes
[2] list
[2] resources
[2] platforms
[2] frameworks
[2] libraries
[2] tools

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[206] #innovation,#future
[119] #future,#adamdanyal
[119] #technology,#innovation
[104] #innovation,#technology
[88] 3d,printed
[88] printed,synthetic
[88] synthetic,bone
[88] bone,replace
[88] replace,damaged
[88] damaged,bone

Top Word Pairs in Tweet in G1:
[120] #innovation,#future
[84] #innovation,#technology
[78] 3d,printed
[78] printed,synthetic
[78] synthetic,bone
[78] bone,replace
[78] replace,damaged
[78] damaged,bone
[78] bone,#techthatmatters
[78] #techthatmatters,#3dprinting

Top Word Pairs in Tweet in G2:
[83] #innovation,#future
[66] #future,#adamdanyal
[63] #technology,#innovation
[34] #innovation,#outdoor
[28] #disability,#innovation
[26] #innovation,#adamdanyal
[25] amphibious,robot
[25] robot,save
[25] save,life
[25] life,during

Top Word Pairs in Tweet in G3:
[59] techthatmatters,enricomolinari
[59] enricomolinari,sdgs4good
[59] sdgs4good,realcolinmac
[59] realcolinmac,frronconi
[59] frronconi,gendlinsmuse
[59] gendlinsmuse,joannmoretti
[59] joannmoretti,pascal_bornet
[59] pascal_bornet,audreydesisto
[58] two,wheeled
[58] wheeled,self

Top Word Pairs in Tweet in G4:
[27] gosh,very
[27] very,possible
[27] possible,new
[27] new,tap
[27] tap,pay
[27] pay,cards
[27] cards,hitting
[27] hitting,market
[27] market,alert
[27] alert,careful

Top Word Pairs in Tweet in G5:
[2] download,employ
[2] employ,best
[2] best,free
[2] free,esoteric
[2] esoteric,specialist
[2] recommended,advanced
[2] advanced,computer
[2] computer,users
[2] users,#ssuiteoffice
[2] #technews,#techtips

Top Word Pairs in Tweet in G7:
[10] #nowhiring,several
[10] several,#techjobs
[10] #techjobs,njoit
[10] njoit,apply
[10] apply,today
[10] today,new
[10] new,career
[10] career,#technj
[10] #technj,team
[10] team,#womenwhocode

Top Word Pairs in Tweet in G8:
[2] enterprise,talk
[2] talk,subaru_usa
[2] subaru_usa,corporation
[2] corporation,ansys
[2] ansys,power
[2] power,future
[2] future,hybrid
[2] hybrid,electric
[2] electric,vehicle
[2] vehicle,design

Top Word Pairs in Tweet in G9:
[2] exactly,wondered
[2] wondered,hdfcbank
[2] hdfcbank,bank
[2] bank,#creditcards
[2] #creditcards,introduced
[2] introduced,new
[2] new,technology
[2] technology,figure
[2] figure,problem
[2] problem,well

Top Word Pairs in Tweet in G10:
[2] nice,guide
[2] guide,serverless
[2] serverless,includes
[2] includes,list
[2] list,serverless
[2] serverless,resources
[2] resources,platforms
[2] platforms,frameworks
[2] frameworks,libraries
[2] libraries,tools

Top Replied-To
Top Replied-To in Entire Graph:
@vg_fco
@civilsecuritybe

Top Replied-To in G3:
@vg_fco

Top Mentioned
Top Mentioned in Entire Graph:
@omeotechnology
@techthatmatters
@realcolinmac
@frronconi
@joannmoretti
@enricomolinari
@sdgs4good
@gendlinsmuse
@pascal_bornet
@audreydesisto

Top Mentioned in G1:
@convercyclebike
@oneupsaves
@realtechmatters
@matiarobotics
@tenfoldeng
@infoyirego
@industry_arena
@syedkami70
@omeotechnology
@siemens

Top Mentioned in G2:
@qwaketech
@slidetosafety
@omeotechnology
@bmwmotorrad
@clearmotioninc
@etac_group
@convercyclebike
@schmalz_group
@oneupsaves
@ecowavepower

Top Mentioned in G3:
@techthatmatters
@realcolinmac
@frronconi
@joannmoretti
@omeotechnology
@enricomolinari
@sdgs4good
@gendlinsmuse
@pascal_bornet
@audreydesisto

Top Mentioned in G4:
@maahesh1
@rishidarda

Top Mentioned in G6:
@beebomco
@sinharrupesh
@akshay_gangwar

Top Mentioned in G7:
@njoit

Top Mentioned in G8:
@subaru_usa
@ansys

Top Mentioned in G9:

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nosqldigest
@rvp
@mikedesai
@biconnections
@santchiweb
@arcticfox_am_i
@rickjr2448883
@vivmilano
@pennytindall

Top Tweeters in G1:
@sectest9
@biconnections
@santchiweb
@arcticfox_am_i
@rickjr2448883
@pennytindall
@parvez1
@australisterry
@windsong58
@freddyatton

Top Tweeters in G2:
@alejandrocidmx
@manojmayogi
@znanjiani
@joseenpeco
@mizhell
@rogenalexvan
@deanparis78
@chabelamendez
@shahprateek939
@dvrslm

Top Tweeters in G3:
@vivmilano
@ssxman2
@strebormt
@trumplican_68
@mary_b_68
@renepetry2
@ccprakay
@angelicabedoy16
@jessesprawl
@hernangraffe

Top Tweeters in G4:
@mikedesai
@djimb3rry
@manoj2367
@matavaishno_inc
@navinsinghin
@laz
@karandubey
@spvibhute
@sidmayur
@friendlyphysio

Top Tweeters in G5:
@rvp
@totibest
@lybobiz
@scegnews
@ssuiteoffice
@madlokesh
@summertechst1

Top Tweeters in G6:
@beebomco
@sinharrupesh
@akshay_gangwar
@navieeu

Top Tweeters in G7:
@femtech_
@womencodersbot
@techieedan
@njoit

Top Tweeters in G8:
@subaru_usa
@ansys
@myceiss
@enterprise_talk

Top Tweeters in G9:
@anushayadav
@yedavazindagi

Top Tweeters in G10:
@nosqldigest
@gebraelmario


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