#TechU, Twitter, 1/14/2020 7:00:26 PM, 220014


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#TechU_2020-01-14_10-46-17.xlsx
#TechU_2020-01-14_10-46-17.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 14, 2020
Short Description:
#TechU via NodeXL http://bit.ly/30kQjRz
@thomas_harrer
@julez_norton
@dt
@ibmstorage
@zoginstor
@ibm
@sallyeaves
@skenniston
@mihaelastoian1
@dtenaerts_be

Top hashtags:
#techu
#ibmtechu
#ibm
#ibmsystems
#prague
#architectingthefuture
#amsterdam
#techuamsterdam
#cto

Description:
Description
The graph represents a network of 33 Twitter users whose recent tweets contained "#TechU", 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 Tuesday, 14 January 2020 at 18:55 UTC.

The tweets in the network were tweeted over the 5-day, 16-hour, 10-minute period from Wednesday, 08 January 2020 at 18:16 UTC to Tuesday, 14 January 2020 at 10:26 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 : 33
Unique Edges : 91
Edges With Duplicates : 6
Total Edges : 97
Number of Edge Types : 5
MentionsInRetweet : 76
Mentions : 11
Replies to : 1
Retweet : 4
Tweet : 5
Self-Loops : 5
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 6
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 23
Maximum Edges in a Connected Component : 87
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.018215
Graph Density : 0.0852272727272727
Modularity : 0.256457
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 33 Twitter users whose recent tweets contained "#TechU", 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 Tuesday, 14 January 2020 at 18:55 UTC.

The tweets in the network were tweeted over the 5-day, 16-hour, 10-minute period from Wednesday, 08 January 2020 at 18:16 UTC to Tuesday, 14 January 2020 at 10:26 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 : #TechU
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:
[2] https://www.linkedin.com/slink?code=dphgBjr
[1] https://www.ibm.com/blogs/systems/the-hot-storage-trends-for-2020?utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-2020predictionsblog-01072020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-2020predictionsblog-01072020&cm_mmca1=000036TL&social_post=3025657353&linkId=80361682
[1] https://www.linkedin.com/slink?code=dDE3BzH
[1] https://www.mys3tech.com/techu/

Top URLs in Tweet in G2:
[1] https://www.ibm.com/blogs/systems/the-hot-storage-trends-for-2020?utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10001909&utm_id=Storage-2020predictionsblog-01072020&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-2020predictionsblog-01072020&cm_mmca1=000036TL&social_post=3025657353&linkId=80361682

Top URLs in Tweet in G6:
[2] https://www.linkedin.com/slink?code=dphgBjr
[1] https://www.linkedin.com/slink?code=dDE3BzH

Top URLs in Tweet in G7:
[1] https://www.mys3tech.com/techu/

Top Domains
Top Domains in Tweet in Entire Graph:
[3] linkedin.com
[1] ibm.com
[1] mys3tech.com

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

Top Domains in Tweet in G6:
[3] linkedin.com

Top Domains in Tweet in G7:
[1] mys3tech.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] techu
[17] ibmtechu
[17] ibm
[13] ibmsystems
[11] prague
[6] architectingthefuture
[6] amsterdam
[6] techuamsterdam
[6] cto
[2] storage



Top Hashtags in Tweet in G1:
[9] ibmtechu
[9] prague
[9] ibmsystems
[9] ibm
[9] techu

Top Hashtags in Tweet in G2:
[8] ibmtechu
[8] ibm
[8] techu
[6] architectingthefuture
[6] amsterdam
[6] techuamsterdam
[6] cto
[3] ibmsystems
[2] storage
[2] prague

Top Hashtags in Tweet in G3:
[1] techu
[1] power9

Top Hashtags in Tweet in G4:
[3] techu

Top Hashtags in Tweet in G5:
[1] acadawakagist
[1] ibadan
[1] techu

Top Hashtags in Tweet in G6:
[1] ibmsystems
[1] techu
[1] cognitive
[1] ai
[1] machinelearning

Top Hashtags in Tweet in G7:
[2] newyear
[2] educational
[2] free
[2] techu
[2] akron
[1] technologyintegration
[1] classroom
[1] vr
[1] ar
[1] pocasts

Top Words
Top Words in Tweet in Entire Graph:
[20] Words in Sentiment List#1: Positive
[8] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[782] Non-categorized Words
[810] Total Words
[27] #techu
[19] #ibmsystems
[17] #ibmtechu
[17] #ibm
[12] ibm

Top Words in Tweet in G1:
[9] legendary
[9] eric
[9] herzog
[9] zoginstor
[9] stage
[9] #ibmtechu
[9] #prague
[9] #ibmsystems
[9] #ibm
[9] #techu

Top Words in Tweet in G2:
[8] #ibmtechu
[8] #ibmsystems
[8] #ibm
[8] #techu
[6] follow
[6] #architectingthefuture
[6] track
[6] meet
[6] #amsterdam
[6] #techuamsterdam

Top Words in Tweet in G3:
[2] bob

Top Words in Tweet in G4:
[3] finally
[3] #techu
[2] moment
[2] find
[2] rivals
[2] moved
[2] campus
[2] hostel

Top Words in Tweet in G5:
[4] registrar
[2] until
[2] appointment
[2] oga
[2] madam
[2] balogun
[2] dey
[2] sabbatical
[2] leave
[2] tech

Top Words in Tweet in G6:
[2] ibm
[2] systems
[2] techu
[2] istanbul
[2] 2020
[2] starts
[2] february
[2] come
[2] join
[2] register

Top Words in Tweet in G7:
[2] #newyear
[2] #educational
[2] opportunities
[2] sign
[2] #free
[2] jan
[2] 24th
[2] #techu
[2] session
[2] #akron

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] zoginstor,stage
[11] stage,#ibmtechu
[11] #ibmtechu,#prague
[11] #prague,#ibmsystems
[11] #ibmsystems,#ibm
[11] #ibm,#techu
[11] #techu,ibmstorage
[11] #cloudcomputing,#hybridcloud
[11] #hybridcloud,#hybridmulticloud
[10] legendary,eric

Top Word Pairs in Tweet in G1:
[9] legendary,eric
[9] eric,herzog
[9] herzog,zoginstor
[9] zoginstor,stage
[9] stage,#ibmtechu
[9] #ibmtechu,#prague
[9] #prague,#ibmsystems
[9] #ibmsystems,#ibm
[9] #ibm,#techu
[9] #techu,ibmstorage

Top Word Pairs in Tweet in G2:
[6] follow,#architectingthefuture
[6] #architectingthefuture,track
[6] track,meet
[6] meet,#amsterdam
[6] #amsterdam,#ibmtechu
[6] #ibmtechu,#techu
[6] #techu,#techuamsterdam
[6] #techuamsterdam,#cto
[6] #cto,#ibm
[6] #ibm,#ibmsystems

Top Word Pairs in Tweet in G4:
[2] moment,finally
[2] finally,find
[2] find,rivals
[2] rivals,moved
[2] moved,campus
[2] campus,hostel
[2] hostel,#techu

Top Word Pairs in Tweet in G5:
[2] until,appointment
[2] appointment,oga
[2] oga,madam
[2] madam,balogun
[2] balogun,dey
[2] dey,sabbatical
[2] sabbatical,leave
[2] leave,tech
[2] tech,deputy
[2] deputy,registrar

Top Word Pairs in Tweet in G6:
[2] ibm,systems
[2] systems,techu
[2] techu,istanbul
[2] istanbul,2020
[2] 2020,starts
[2] starts,february
[2] february,come
[2] come,join
[2] join,register
[2] register,increased

Top Word Pairs in Tweet in G7:
[2] #newyear,#educational
[2] #educational,opportunities
[2] opportunities,sign
[2] sign,#free
[2] #free,jan
[2] jan,24th
[2] 24th,#techu
[2] #techu,session
[2] session,#akron
[2] #akron,learn

Top Replied-To
Top Replied-To in Entire Graph:
@bobf_foster

Top Replied-To in G3:
@bobf_foster

Top Mentioned
Top Mentioned in Entire Graph:
@zoginstor
@ibmstorage
@ibm
@mihaelastoian1
@skenniston
@sallyeaves
@dt
@dtenaerts_be
@julez_norton

Top Mentioned in G1:
@zoginstor
@ibmstorage
@ibm
@mihaelastoian1
@skenniston
@sallyeaves
@dt
@dtenaerts_be

Top Mentioned in G2:
@julez_norton
@zoginstor
@ibmstorage
@ibm
@mihaelastoian1
@skenniston
@sallyeaves
@dt
@dtenaerts_be

Top Tweeters
Top Tweeters in Entire Graph:
@rhaf_hq
@ssxman2
@vivekghosal
@yukinari230
@ccprakay
@urfagundem
@machine_ml
@ing_martin_v
@2ndleprechaun
@hernangraffe

Top Tweeters in G1:
@vivekghosal
@yukinari230
@urfagundem
@2ndleprechaun
@hernangraffe
@ancarrillo964
@sallyeaves
@dt
@veenaproerp
@ibmstorage

Top Tweeters in G2:
@ssxman2
@ccprakay
@ing_martin_v
@julez_norton
@thomas_harrer
@nortonrobotics
@creditcoder

Top Tweeters in G3:
@rhaf_hq
@bobf_foster

Top Tweeters in G4:
@awesome206
@abdulsa28636262

Top Tweeters in G5:
@youngstriker9
@acadawaka

Top Tweeters in G6:
@machine_ml
@turgutge

Top Tweeters in G7:
@s3protection
@s3techs


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