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Socialdriver_2019-03-14_11-35-57.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Description:
Description
The graph represents a network of 91 Twitter users whose tweets in the requested range contained "Socialdriver", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 March 2019 at 18:36 UTC.

The requested start date was Thursday, 14 March 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 20-hour, 20-minute period from Thursday, 28 February 2019 at 00:19 UTC to Wednesday, 13 March 2019 at 20:40 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 : 91
Unique Edges : 132
Edges With Duplicates : 22
Total Edges : 154
Number of Edge Types : 3
Mentions : 142
Replies to : 7
Tweet : 5
Self-Loops : 5
Reciprocated Vertex Pair Ratio : 0.0300751879699248
Reciprocated Edge Ratio : 0.0583941605839416
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 91
Maximum Edges in a Connected Component : 154
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.875498
Graph Density : 0.0167277167277167
Modularity : 0.580863
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://twitter.com/SocialDriver/status/1102720378319839232
[2] https://twitter.com/SocialDriver/status/1105488524776751104
[2] https://twitter.com/SocialDriver/status/1104064239847788544
[2] https://www.appointmentsproject.org/
[1] https://www.youtube.com/watch?=15&v=M17OUHBe-Oo
[1] http://Wedchouse.com
[1] https://twitter.com/thomassanchez/status/1104174433898516480
[1] https://twitter.com/DCMichaelA/status/1105515284016910341
[1] https://twitter.com/WDCEP/status/1102233342097920002
[1] http://Highschool.achieve.org/postsecondary-explorer

Top URLs in Tweet in G1:
[3] https://twitter.com/SocialDriver/status/1102720378319839232
[2] https://www.appointmentsproject.org/
[2] https://twitter.com/SocialDriver/status/1104064239847788544
[1] https://www.youtube.com/watch?=15&v=M17OUHBe-Oo
[1] https://twitter.com/WDCEP/status/1102233342097920002
[1] https://twitter.com/DCMichaelA/status/1105515284016910341
[1] https://twitter.com/thomassanchez/status/1104174433898516480
[1] https://twitter.com/SocialDriver/status/1105488524776751104
[1] http://Wedchouse.com

Top URLs in Tweet in G3:
[1] https://twitter.com/SocialDriver/status/1105488524776751104

Top URLs in Tweet in G5:
[1] http://Highschool.achieve.org/postsecondary-explorer

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] lovesdelivered
[5] womenshistorymonth
[4] wedc
[4] sxsw
[4] womenintech
[3] employeeappreciationday
[3] dc
[3] oabaab
[3] internationalwomensday
[2] timestalk



Top Hashtags in Tweet in G1:
[6] lovesdelivered
[5] womenshistorymonth
[4] wedc
[4] sxsw
[4] womenintech
[3] oabaab
[3] internationalwomensday
[3] dc
[2] employeeappreciationday
[1] graduatingready

Top Hashtags in Tweet in G3:
[1] employeeappreciationday
[1] kc
[1] startkc

Top Hashtags in Tweet in G4:
[1] drinktickets
[1] missedyou

Top Hashtags in Tweet in G5:
[1] graduatingready

Top Hashtags in Tweet in G7:
[1] timestalk

Top Words
Top Words in Tweet in Entire Graph:
[46] Words in Sentiment List#1: Positive
[2] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1023] Non-categorized Words
[1071] Total Words
[30] socialdriver
[13] team
[8] nwmostate
[7] thanks
[7] today

Top Words in Tweet in G1:
[20] socialdriver
[12] team
[8] nwmostate
[7] two
[7] members
[7] attended
[6] know
[6] grads
[6] computing
[6] pioneer

Top Words in Tweet in G3:
[4] socialdriver
[3] rotary13
[3] umkcbloch
[3] thanks
[2] having
[2] camp
[2] enterprise
[2] students
[2] today

Top Words in Tweet in G4:
[3] linkstrategic
[2] dcmichaela
[2] torchystacos
[2] wdcep
[2] jamalholtz
[2] jevinhodge
[2] molly_mitzner
[2] mollyflores22
[2] cmbrandontodd
[2] hustontillotson

Top Words in Tweet in G5:
[2] state

Top Words in Tweet in G6:
[3] glad
[3] part
[3] important
[3] discussion
[3] research
[3] associations
[3] effect
[3] societal
[3] outcomes
[3] socialdriver

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6] know,two
[6] two,team
[6] team,members
[6] members,nwmostate
[6] nwmostate,grads
[6] grads,computing
[6] computing,pioneer
[6] pioneer,jean
[6] jean,bartik
[6] bartik,attended

Top Word Pairs in Tweet in G1:
[6] know,two
[6] two,team
[6] team,members
[6] members,nwmostate
[6] nwmostate,grads
[6] grads,computing
[6] computing,pioneer
[6] pioneer,jean
[6] jean,bartik
[6] bartik,attended

Top Word Pairs in Tweet in G3:
[2] thanks,having
[2] camp,enterprise

Top Word Pairs in Tweet in G4:
[2] dcmichaela,torchystacos
[2] torchystacos,linkstrategic
[2] linkstrategic,wdcep
[2] wdcep,jamalholtz
[2] jamalholtz,jevinhodge
[2] jevinhodge,molly_mitzner
[2] molly_mitzner,mollyflores22
[2] mollyflores22,cmbrandontodd
[2] cmbrandontodd,hustontillotson
[2] hustontillotson,socialdriver

Top Word Pairs in Tweet in G6:
[3] glad,part
[3] part,important
[3] important,discussion
[3] discussion,research
[3] research,associations
[3] associations,effect
[3] effect,societal
[3] societal,outcomes
[3] outcomes,socialdriver
[2] megancotten,glad

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@socialdriver
@wdcep
@nwmostate
@trevorproject
@afshop
@rotary13
@umkcbloch
@linkstrategic
@kcbizjournal
@carnegiescience

Top Mentioned in G1:
@socialdriver
@nwmostate
@wdcep
@trevorproject
@afshop
@womensfound
@kcbizjournal
@globalsultana
@georgetownprcc
@achieveinc

Top Mentioned in G2:
@mdlgbtchamber
@nglcc
@pinkbananaworld
@ebonebell
@charlescgirard
@menslifedc
@thegaytraveler
@danavivianwhite
@blamasters
@rayceenhrh

Top Mentioned in G3:
@socialdriver
@rotary13
@umkcbloch
@rotary
@umkansascity
@umkc_riei
@linkstrategic
@dcmonc
@ramwdc
@urbanalliance

Top Mentioned in G4:
@torchystacos
@linkstrategic
@wdcep
@jamalholtz
@jevinhodge
@molly_mitzner
@mollyflores22
@cmbrandontodd
@hustontillotson
@socialdriver

Top Mentioned in G5:
@edtrust
@excelined
@ccsso
@eddatacampaign
@all4ed
@educationweek
@the74
@getting_smart

Top Mentioned in G6:
@socialdriver
@megancotten
@as
@asaecenter

Top Mentioned in G7:
@carnegiescience
@asprtweets

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@educationweek
@thesiliconhill
@torchystacos
@washingtonian
@getting_smart
@kcbizjournal
@edtrust
@ramwdc
@danavivianwhite

Top Tweeters in G1:
@thesiliconhill
@washingtonian
@kcbizjournal
@trevorproject
@lincoln_loggs
@nwmostate
@wdcep
@thomassanchez
@georgetownprcc
@globalsultana

Top Tweeters in G2:
@danavivianwhite
@rayceenhrh
@thegaytraveler
@thedccenter
@ebonebell
@mattskal
@nglcc
@mattabbruzzese
@acerrud
@tfitzdc

Top Tweeters in G3:
@nytimes
@ramwdc
@rotary
@umkansascity
@timestalks
@theparkat14th
@afshop
@urbanalliance
@kathyehollinger
@umkcbloch

Top Tweeters in G4:
@torchystacos
@theeventsdc
@jamalholtz
@dcmichaela
@cmbrandontodd
@mollyflores22
@jevinhodge
@cbaez3
@hustontillotson
@linkstrategic

Top Tweeters in G5:
@educationweek
@getting_smart
@edtrust
@the74
@excelined
@eddatacampaign
@all4ed
@ccsso
@achieveinc

Top Tweeters in G6:
@asaecenter
@mckinleyadvisor
@megancotten
@as

Top Tweeters in G7:
@carnegiescience
@asprtweets
@maxawalker