SoCalAerospace, Twitter, 1/9/2020 4:03:14 PM, 219902


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SoCalAerospace_2020-01-09_07-56-28.xlsx
SoCalAerospace_2020-01-09_07-56-28.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 09, 2020
Short Description:
SoCalAerospace via NodeXL http://bit.ly/2QAsIJj
@socalaerospace
@mikequindazzi
@haroldsinnott
@fisher85m
@antgrasso
@worldtrendsinfo
@motorcycletwitt
@paula_piccard
@julez_norton
@wef

Top hashtags:
#ai
#iot
#drones
#robotics
#machinelearning
#deeplearning
#ces2020

Description:
Description
The graph represents a network of 210 Twitter users whose recent tweets contained "SoCalAerospace", 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, 09 January 2020 at 15:57 UTC.

The tweets in the network were tweeted over the 3-day, 14-hour, 8-minute period from Monday, 06 January 2020 at 01:14 UTC to Thursday, 09 January 2020 at 15:22 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 : 210
Unique Edges : 490
Edges With Duplicates : 720
Total Edges : 1210
Number of Edge Types : 5
MentionsInRetweet : 675
Mentions : 494
Retweet : 28
Replies to : 7
Tweet : 6
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0078003120124805
Reciprocated Edge Ratio : 0.0154798761609907
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 210
Maximum Edges in a Connected Component : 1210
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.292834
Graph Density : 0.0147186147186147
Modularity : 0.301115
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 210 Twitter users whose recent tweets contained "SoCalAerospace", 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, 09 January 2020 at 15:57 UTC.

The tweets in the network were tweeted over the 3-day, 14-hour, 8-minute period from Monday, 06 January 2020 at 01:14 UTC to Thursday, 09 January 2020 at 15:22 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : SoCalAerospace
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://www.engadget.com/2019/12/22/wha
[10] https://www.techradar.com/news/upgrade-to-vodafones-fastest-fibre-broadband-deal-at-no-added-price
[9] https://www.cnbc.com/2019/12/17/amazon-sellers-react-to-fedex-ground-block-for-holidays.html
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217416
[6] https://www.theverge.com/2019/12/30/21043014/netflix-the-witcher-3-henry-cavill-game-steam-twitch
[5] https://twitter.com/Paula_Piccard/status/1212958102737342465/video/1
[5] https://www.pwc.dk/da/publikationer/2017/pwc-company-board-digital-transformation.pdf?utm_content=bufferb0aec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fgan-pix2pix-generative-model-c9bf5d691bac%3Fsource%3Drss-------8-----------------artificial_intelligence
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219392
[4] https://www.hyundainews.com/en-us/releases/2948

Top URLs in Tweet in G1:
[5] https://twitter.com/Paula_Piccard/status/1212958102737342465/video/1
[3] https://www.hyundainews.com/en-us/releases/2948
[3] https://twitter.com/MikeQuindazzi/status/1066482703258791937
[2] https://www.engadget.com/2019/12/22/wha
[2] https://www.pwc.dk/da/publikationer/2017/pwc-company-board-digital-transformation.pdf?utm_content=bufferb0aec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.pwc.com/us/en/industries/consumer-markets/2018-retail-evolution/early-adopters.html
[1] https://www.theverge.com/circuitbreaker/2019/12/23/21034892/galaxy-s10-lite-specs-price-date
[1] https://www.techradar.com/news/ibm-is-using-seawater-to-make-its-new-batteries
[1] https://www.cnet.com/news/longest-spaceflight-by-woman-logged-by-nasa-astronaut-christina-koch/#ftag=CAD590a51e
[1] https://www.engadget.com/2019/12/31/protonmail-encrypted-calendar/

Top URLs in Tweet in G2:
[14] https://www.engadget.com/2019/12/22/wha
[9] https://www.techradar.com/news/upgrade-to-vodafones-fastest-fibre-broadband-deal-at-no-added-price
[8] https://www.cnbc.com/2019/12/17/amazon-sellers-react-to-fedex-ground-block-for-holidays.html
[5] https://www.theverge.com/2019/12/30/21043014/netflix-the-witcher-3-henry-cavill-game-steam-twitch
[3] https://www.pwc.dk/da/publikationer/2017/pwc-company-board-digital-transformation.pdf?utm_content=bufferb0aec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.cbinsights.com/research/disrupting-cars-car-sharing-scooters-ebikes/
[3] https://www.theconsumergoodsforum.com/wp-content/uploads/2018/04/201805-CGF-AI-Robotics-Report-with-PA-Consulting.pdf
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fgan-pix2pix-generative-model-c9bf5d691bac%3Fsource%3Drss-------8-----------------artificial_intelligence
[2] https://www.techradar.com/news/nsw-opal-
[2] https://www.theverge.com/circuitbreaker/2019/12/23/21034892/galaxy-s10-lite-specs-price-date

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217416
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219392
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fgan-pix2pix-generative-model-c9bf5d691bac%3Fsource%3Drss-------8-----------------artificial_intelligence

Top URLs in Tweet in G6:
[1] https://www.facebook.com/interestingengineering/videos/2084615801640985/?t=37

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[186] ai
[163] iot
[105] drones
[66] robotics
[61] machinelearning
[44] deeplearning
[43] ces2020
[38] bigdata
[36] artificialintelligence
[33] autonomousvehicles



Top Hashtags in Tweet in G1:
[115] ai
[89] iot
[58] drones
[39] robotics
[32] ces2020
[29] machinelearning
[28] rt
[26] deeplearning
[20] autonomous
[20] autonomousvehicles

Top Hashtags in Tweet in G2:
[69] iot
[61] ai
[34] drones
[29] machinelearning
[20] robotics
[20] bigdata
[18] deeplearning
[18] artificialintelligence
[14] ar
[12] autonomousvehicles

Top Hashtags in Tweet in G3:
[8] megatrends
[6] futureofwork
[6] ai
[3] iot
[3] emergingtech
[3] robotics
[3] 4ir
[3] drones
[3] ml
[2] tech

Top Hashtags in Tweet in G4:
[8] drones
[7] ces2020
[6] emergingtech
[4] innovation
[4] ai
[3] futureofwork
[3] 5g
[3] robotics
[2] ar
[2] vr

Top Hashtags in Tweet in G5:
[1] bigdata
[1] tech
[1] technology
[1] telecom
[1] business
[1] blockchain
[1] sdx
[1] machinelearning
[1] ar
[1] vr

Top Hashtags in Tweet in G6:
[1] paraglider
[1] drones
[1] tech
[1] engineering
[1] flying

Top Words
Top Words in Tweet in Entire Graph:
[185] Words in Sentiment List#1: Positive
[216] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8400] Non-categorized Words
[8801] Total Words
[906] gt
[403] mikequindazzi
[259] #ai
[252] #iot
[172] #drones

Top Words in Tweet in G1:
[628] gt
[231] mikequindazzi
[165] #ai
[151] #iot
[125] #drones
[76] #robotics
[44] ht
[43] #ar
[43] #ces2020
[43] #autonomousvehicles

Top Words in Tweet in G2:
[270] gt
[143] mikequindazzi
[84] #iot
[70] #ai
[57] mt
[44] ht
[40] cc
[34] #drones
[31] fisher85m
[29] #machinelearning

Top Words in Tweet in G3:
[20] #ai
[19] mikequindazzi
[16] #megatrends
[16] #futureofwork
[15] wef
[15] mvollmer1
[15] haroldsinnott
[15] #iot
[14] antgrasso
[13] nodexl

Top Words in Tweet in G4:
[8] #drones
[7] chboursin
[7] mikequindazzi
[7] jblefevre60
[7] #ces2020
[6] paula_piccard
[6] #emergingtech
[5] cc
[4] #innovation
[4] #ai

Top Words in Tweet in G5:
[2] mikequindazzi
[2] cc
[2] fisher85m

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[594] gt,gt
[98] mikequindazzi,gt
[77] #ai,#iot
[69] mt,mikequindazzi
[45] cc,mikequindazzi
[42] gt,#ai
[40] ht,mikequindazzi
[34] #iot,mt
[34] #artificialintelligence,#iot
[32] #iot,#ai

Top Word Pairs in Tweet in G1:
[411] gt,gt
[69] mikequindazzi,gt
[40] #ai,#iot
[29] #iot,#ai
[28] #rt,mikequindazzi
[28] gt,#ai
[22] #robotics,#drones
[22] mt,mikequindazzi
[19] hourly,global
[19] global,trends

Top Word Pairs in Tweet in G2:
[178] gt,gt
[46] mt,mikequindazzi
[31] #ai,#iot
[28] mikequindazzi,gt
[25] cc,mikequindazzi
[23] #iot,mt
[21] ht,mikequindazzi
[21] #artificialintelligence,#iot
[18] ht,worldtrendsinfo
[16] #iot,#bigdata

Top Word Pairs in Tweet in G3:
[13] nodexl,mikequindazzi
[10] top,hashtags
[9] mikequindazzi,wef
[9] wef,mvollmer1
[9] mvollmer1,topcybernews
[9] topcybernews,haroldsinnott
[9] haroldsinnott,ronald_vanloon
[9] ronald_vanloon,thomas_harrer
[9] thomas_harrer,antgrasso
[6] #megatrends,nodexl

Top Word Pairs in Tweet in G4:
[3] scaniagroup,engineers_feed
[3] #drones,#emergingtech
[3] mikequindazzi,chboursin
[3] chboursin,jblefevre60
[3] jblefevre60,richsimmondsza
[3] paula_piccard,fabriziobustama
[2] jblefevre60,fisher85m
[2] pick,40
[2] 40,ton
[2] ton,truck

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@antgrasso
@fisher85m
@haroldsinnott
@paula_piccard
@jblefevre60
@motorcycletwitt
@worldtrendsinfo
@wef
@spirosmargaris

Top Mentioned in G1:
@mikequindazzi
@paula_piccard
@haroldsinnott
@jblefevre60
@fisher85m
@spirosmargaris
@antgrasso
@diioannid
@evankirstel
@sallyeaves

Top Mentioned in G2:
@mikequindazzi
@fisher85m
@worldtrendsinfo
@antgrasso
@motorcycletwitt
@ravikikan
@wef
@ant
@pwc
@cbinsights

Top Mentioned in G3:
@mikequindazzi
@wef
@mvollmer1
@haroldsinnott
@antgrasso
@nodexl
@ronald_vanloon
@topcybernews
@thomas_harrer
@grazytgrazynatt

Top Mentioned in G4:
@mikequindazzi
@jblefevre60
@paula_piccard
@chboursin
@richsimmondsza
@scaniagroup
@engineers_feed
@fabriziobustama
@fisher85m
@spirosmargaris

Top Mentioned in G5:
@mikequindazzi
@amymorinlcsw
@7wdata
@danielnewmanuv
@samighazali
@nodexl
@williamstim
@fisher85m
@antgrasso

Top Mentioned in G6:
@droneanalyst
@mikequindazzi
@andrewyng
@gregorymcneal
@rmac18
@mattmcfarland

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@chidambara09
@digestwordpress
@richsimmondsza
@calcaware
@marshacollier
@mashable
@nicochan33
@gvalan
@grattonboy

Top Tweeters in G1:
@evankirstel
@digestwordpress
@calcaware
@nicochan33
@gvalan
@grattonboy
@taieb_bot
@kuriharan
@xaelbot
@spirosmargaris

Top Tweeters in G2:
@chidambara09
@ssxman2
@mjoehlerich
@digitaltrends
@akdm_bot
@thecuriousluke
@govexec
@nvsdata
@datafloq
@excellencia_ltd

Top Tweeters in G3:
@wef
@websecurityit
@smartecocity
@topcybernews
@albertan48
@tamaramccleary
@hernangraffe
@ronald_vanloon
@mvollmer1
@procurement2030

Top Tweeters in G4:
@richsimmondsza
@marshacollier
@mashable
@psb_dc
@simoncocking
@fabriziobustama
@haroldsinnott
@glengilmore
@louisserge
@kalydeoo

Top Tweeters in G5:
@7wdata
@danielnewmanuv
@samighazali
@windowontech
@amymorinlcsw
@williamstim

Top Tweeters in G6:
@rmac18
@droneanalyst
@mattmcfarland
@andrewyng
@amar4now
@gregorymcneal