"optics manufacturing" OR "future optics" OR "optics simulation", Twitter, 9/12/2019 1:22:58 PM, 209527


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"optics manufacturing" OR "future optics" OR "optics simulation" Twitter NodeXL SNA Map and Report f
"optics manufacturing" OR "future optics" OR "optics simulation" Twitter NodeXL SNA Map and Report f
From:
SMRFoundation
Uploaded on:
September 12, 2019
Short Description:
"optics manufacturing" OR "future optics" OR "optics simulation" via NodeXL http://bit.ly/31doYAm
@rtovr
@metaverse
@wave_optics
@edimosip
@researchmrx
@bjeaglefeather
@goertek_usa
@moejoevr
@reformreality
@vrvacationmktg

Top hashtags:
#vr
#virtualreality

Description:
Description
The graph represents a network of 43 Twitter users whose recent tweets contained ""optics manufacturing" OR "future optics" OR "optics simulation"", 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, 12 September 2019 at 13:21 UTC.

The tweets in the network were tweeted over the 7-day, 5-hour, 3-minute period from Wednesday, 04 September 2019 at 14:09 UTC to Wednesday, 11 September 2019 at 19:12 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 : 43
Unique Edges : 50
Edges With Duplicates : 5
Total Edges : 55
Number of Edge Types : 3
Tweet : 24
Retweet : 14
Mentions : 17
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 23
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 22
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.468354
Graph Density : 0.0166112956810631
Modularity : 0.52562
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://www.roadtovr.com/waveoptics-ar-13m-investment/
[7] https://www.roadtovr.com/waveoptics-ar-13m-investment/?utm_source=dlvr.it&utm_medium=twitter
[3] https://twinybots.ch/
[1] https://www.techregister.co.uk/waveoptics-secures-additional-13m-to-expand-ar-optics-manufacturing-road-to-vr/
[1] http://vrandgo.com
[1] https://virtualrealityuse.com/2019/09/10/waveoptics-secures-further-13m-to-increase-ar-optics-manufacturing-highway-to-vr/
[1] http://technewsdestination.com/2019/09/10/waveoptics-secures-additional-13m-to-expand-ar-optics-manufacturing-road-to-vr/?utm_source=rss&utm_medium=rss&utm_campaign=waveoptics-secures-additional-13m-to-expand-ar-optics-manufacturing-road-to-vr
[1] https://www.techristic.com/waveoptics-secures-additional-13m-to-expand-ar-optics-manufacturing/
[1] http://ziprecruiter.com/tja/7f5c374e

Top URLs in Tweet in G1:
[6] https://www.roadtovr.com/waveoptics-ar-13m-investment/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.roadtovr.com/waveoptics-ar-13m-investment/
[3] https://twinybots.ch/
[1] http://ziprecruiter.com/tja/7f5c374e
[1] https://www.techristic.com/waveoptics-secures-additional-13m-to-expand-ar-optics-manufacturing/
[1] http://technewsdestination.com/2019/09/10/waveoptics-secures-additional-13m-to-expand-ar-optics-manufacturing-road-to-vr/?utm_source=rss&utm_medium=rss&utm_campaign=waveoptics-secures-additional-13m-to-expand-ar-optics-manufacturing-road-to-vr
[1] https://virtualrealityuse.com/2019/09/10/waveoptics-secures-further-13m-to-increase-ar-optics-manufacturing-highway-to-vr/
[1] http://vrandgo.com
[1] https://www.techregister.co.uk/waveoptics-secures-additional-13m-to-expand-ar-optics-manufacturing-road-to-vr/

Top URLs in Tweet in G2:
[6] https://www.roadtovr.com/waveoptics-ar-13m-investment/

Top URLs in Tweet in G3:
[7] https://www.roadtovr.com/waveoptics-ar-13m-investment/

Top URLs in Tweet in G4:
[1] https://www.roadtovr.com/waveoptics-ar-13m-investment/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[2] https://www.roadtovr.com/waveoptics-ar-13m-investment/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] vr
[10] virtualreality
[5] manufacturing
[4] metaverse
[3] kellyjobs
[3] kellyservices
[2] augmentedreality
[1] arheadset
[1] arindustry
[1] aroptics



Top Hashtags in Tweet in G1:
[3] virtualreality
[3] vr
[3] metaverse
[3] kellyjobs
[3] kellyservices
[1] hiring
[1] jobs
[1] rochester
[1] manufacturing
[1] operations

Top Hashtags in Tweet in G2:
[2] augmentedreality
[2] manufacturing
[1] vr

Top Hashtags in Tweet in G3:
[7] vr
[7] virtualreality
[1] metaverse

Top Hashtags in Tweet in G4:
[1] arheadset
[1] arindustry
[1] aroptics
[1] news
[1] goertek

Top Hashtags in Tweet in G5:
[2] manufacturing
[1] optics
[1] photonics
[1] team

Top Words
Top Words in Tweet in Entire Graph:
[7] Words in Sentiment List#1: Positive
[4] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Your list of keywords
[778] Non-categorized Words
[789] Total Words
[50] optics
[42] waveoptics
[40] manufacturing
[40] ar
[36] secures

Top Words in Tweet in G1:
[22] optics
[21] manufacturing
[16] waveoptics
[16] ar
[15] secures
[15] additional
[15] 13m
[15] expand
[5] austin
[3] road

Top Words in Tweet in G2:
[7] waveoptics
[7] secures
[7] additional
[7] 13m
[7] expand
[7] optics
[5] ar
[5] manufacturing
[5] wave_optics
[3] goertek_usa

Top Words in Tweet in G3:
[10] gt
[7] waveoptics
[7] secures
[7] additional
[7] 13m
[7] expand
[7] ar
[7] optics
[7] manufacturing
[7] #vr

Top Words in Tweet in G4:
[10] waveoptics
[10] ar
[10] optics
[5] road
[5] vr
[5] secures
[5] additional
[5] 13m
[5] expand
[5] manufacturing

Top Words in Tweet in G5:
[4] #manufacturing
[2] adding
[2] capacity
[2] inradoptics
[2] big
[2] burly
[2] continuous
[2] polishing
[2] machines
[2] produce

Top Words in Tweet in G6:
[2] waveoptics
[2] secures
[2] additional
[2] 13m
[2] expand
[2] ar
[2] optics
[2] manufacturing
[2] road
[2] vr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] optics,manufacturing
[36] secures,additional
[36] additional,13m
[36] 13m,expand
[34] waveoptics,secures
[34] expand,ar
[34] ar,optics
[10] road,vr
[7] #vr,#virtualreality
[6] vr,waveoptics

Top Word Pairs in Tweet in G1:
[20] optics,manufacturing
[15] waveoptics,secures
[15] secures,additional
[15] additional,13m
[15] 13m,expand
[15] expand,ar
[15] ar,optics
[3] manufacturing,road
[3] road,vr
[3] manufacturing,#virtualreality

Top Word Pairs in Tweet in G2:
[7] secures,additional
[7] additional,13m
[7] 13m,expand
[5] waveoptics,secures
[5] expand,ar
[5] ar,optics
[5] optics,manufacturing
[3] manufacturing,wave_optics
[3] wave_optics,goertek_usa
[2] waveoptics,wave_optics

Top Word Pairs in Tweet in G3:
[7] waveoptics,secures
[7] secures,additional
[7] additional,13m
[7] 13m,expand
[7] expand,ar
[7] ar,optics
[7] optics,manufacturing
[7] #vr,#virtualreality
[5] r2vr,gt
[5] gt,waveoptics

Top Word Pairs in Tweet in G4:
[5] road,vr
[5] vr,waveoptics
[5] waveoptics,secures
[5] secures,additional
[5] additional,13m
[5] 13m,expand
[5] expand,ar
[5] ar,optics
[5] optics,manufacturing
[5] manufacturing,waveoptics

Top Word Pairs in Tweet in G5:
[2] adding,capacity
[2] capacity,inradoptics
[2] inradoptics,big
[2] big,burly
[2] burly,continuous
[2] continuous,polishing
[2] polishing,machines
[2] machines,produce
[2] produce,amazing
[2] amazing,surface

Top Word Pairs in Tweet in G6:
[2] waveoptics,secures
[2] secures,additional
[2] additional,13m
[2] 13m,expand
[2] expand,ar
[2] ar,optics
[2] optics,manufacturing
[2] manufacturing,road
[2] road,vr

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@edimosip
@techieappy
@researchmrx
@bjeaglefeather
@techristic
@nanotrac
@bubblejunction
@streamlab_za
@aihammer
@arealityevent

Top Tweeters in G1:
@techieappy
@techristic
@aihammer
@gajjala_praveen
@marketingbattle
@arnaudbaernhoft
@lubowskibartek
@innovativerec
@vrandgo
@planarwhirl

Top Tweeters in G2:
@edimosip
@arealityevent
@officialvrology
@moejoevr
@thesvstory
@rtovr
@wave_optics
@goertek_usa

Top Tweeters in G3:
@researchmrx
@turdefaroth
@metaverse
@mrs_vreality
@gregherboek
@reformreality

Top Tweeters in G4:
@bjeaglefeather
@nanotrac
@bubblejunction
@streamlab_za
@theeaglesvision

Top Tweeters in G5:
@swancom74
@amyeskilson
@inradoptics

Top Tweeters in G6:
@cowboycoder
@netomartinez_v