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Esomar_2022-12-03_13-26-25.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 03, 2022
Short Description:
Esomar via NodeXL https://bit.ly/3VvMTXN
@esomar_
@1aintro11sbots
@docassar
@esomar
@pravinshekar
@ceias_eu
@salman73950534
@akhogah
@e64_ii
@innovatemr

Top hashtags:
#mrx
#research
#marketresearch
#esomar
#insights
#data
#forecast
#forward
#faster
#newmr

Description:
Description
The graph represents a network of 161 Twitter users whose tweets in the requested range contained "Esomar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 December 2022 at 21:26 UTC.

The requested start date was Saturday, 03 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 0-hour, 54-minute period from Saturday, 19 November 2022 at 14:05 UTC to Friday, 02 December 2022 at 15:00 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 : 161
Unique Edges : 103
Edges With Duplicates : 250
Total Edges : 353
Number of Edge Types : 5
Mentions : 177
Retweet : 45
MentionsInRetweet : 47
Tweet : 61
Replies to : 23
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.025
Reciprocated Edge Ratio : 0.0487804878048781
Connected Components : 18
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 156
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.989224
Graph Density : 0.00636645962732919
Modularity : 0.428308
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 161 Twitter users whose tweets in the requested range contained "Esomar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 December 2022 at 21:26 UTC.

The requested start date was Saturday, 03 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 0-hour, 54-minute period from Saturday, 19 November 2022 at 14:05 UTC to Friday, 02 December 2022 at 15:00 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 : GraphServerTwitterSearch
Graph Term : Esomar
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://yougov.co.uk/about/panel-methodology/
[2] https://event.on24.com/eventRegistration/EventLobbyServletV2?target=reg20V2.jsp&eventid=3951397&sessionid=1&key=662B974C4CCB55C5C19FECC5209D414C&groupId=4273399&partnerref=website-events&sourcepage=register
[2] https://event.on24.com/wcc/r/3951397/662B974C4CCB55C5C19FECC5209D414C/4273399/?partnerref=facebook
[1] https://www.insightsassociation.org/Events/Converge-December-6?utm_campaign=Converge&utm_content=230167449&utm_medium=social&utm_source=twitter&hss_channel=tw-24931506
[1] https://twitter.com/_waheed20/status/1592986660094242816
[1] https://esomar.org/the-evolution-of-insights?utm_content=229907805&utm_medium=social&utm_source=twitter&hss_channel=tw-2287031431
[1] https://www.youtube.com/watch?v=g2dxwCuLbWw

[1] https://esomar.org/events/forecast-forward-faster?utm_content=228397941&utm_medium=social&utm_source=twitter&hss_channel=tw-2287031431
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285158
[1] https://go.pardot.com/l/912271/2022-12-01/5z8h7/16773

Top URLs in Tweet in G1:
[1] https://twitter.com/_waheed20/status/1592986660094242816

Top URLs in Tweet in G2:
[2] https://yougov.co.uk/about/panel-methodology/

Top URLs in Tweet in G3:
[2] https://event.on24.com/wcc/r/3951397/662B974C4CCB55C5C19FECC5209D414C/4273399/?partnerref=facebook
[2] https://event.on24.com/eventRegistration/EventLobbyServletV2?target=reg20V2.jsp&eventid=3951397&sessionid=1&key=662B974C4CCB55C5C19FECC5209D414C&groupId=4273399&partnerref=website-events&sourcepage=register
[1] https://www.insightsassociation.org/Events/Converge-December-6?utm_campaign=Converge&utm_content=230167449&utm_medium=social&utm_source=twitter&hss_channel=tw-24931506
[1] https://esomar.org/trainings/ethno-approach?mtm_medium=sm-push&mtm_source=twitter&mtm_campaign=VA22&mtm_content=sm-post
[1] https://event.on24.com/wcc/r/3951397/662B974C4CCB55C5C19FECC5209D414C/4273399/?partnerref=?partnerref=twitter
[1] https://esomar.org/the-evolution-of-insights?mtm_medium=sm-push&mtm_source=twitter&mtm_campaign=EoI22&mtm_content=sm-post
[1] https://event.on24.com/wcc/r/3951397/662B974C4CCB55C5C19FECC5209D414C/4273399/?partnerref=twitter
[1] https://esomar.org/initiatives/research-got-talent?mtm_medium=sm-push&mtm_source=facebook&mtm_campaign=RGT&mtm_content=sm-post
[1] https://esomar.org/the-evolution-of-insights?utm_content=229907805&utm_medium=social&utm_source=twitter&hss_channel=tw-2287031431
[1] https://esomar.org/events/forecast-forward-faster?utm_content=228397941&utm_medium=social&utm_source=twitter&hss_channel=tw-2287031431

Top URLs in Tweet in G4:
[1] https://www.retail-fmcg.ro/evenimente/best-of-esomar-market-reserach-romania-2022.html
[1] https://www.linkedin.com/feed/update/urn:li:ugcPost:7001886325545086976
[1] https://www.datadiggers-mr.com/post/after-event-conclusions
[1] https://nowtice-news.net/3111565/
[1] https://www.linkedin.com/feed/update/urn:li:share:7003626452151627776
[1] https://esomar.org/events/forecast-forward-faster?utm_campaign=Conferences%20in%202022&utm_content=229625637&utm_medium=social&utm_source=twitter&hss_channel=tw-285164352
[1] http://www.keyresearch-ao.com/posicionamento-das-marcas/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] mrx
[12] research
[10] marketresearch
[10] esomar
[9] insights
[6] data
[5] forecast
[5] forward
[5] faster
[4] newmr



Top Hashtags in Tweet in G3:
[11] mrx
[7] insights
[6] research
[6] data
[5] forecast
[5] forward
[5] faster
[4] future
[4] analytics
[4] newmr

Top Hashtags in Tweet in G4:
[6] esomar
[4] marketresearch
[3] research
[2] mrx
[2] insights
[2] keyresearchangola
[2] pamro
[2] angola
[1] gaming
[1] onlinegaming

Top Hashtags in Tweet in G7:
[2] latam
[1] gmr
[1] esomar
[1] mrx
[1] research

Top Hashtags in Tweet in G8:
[2] research
[2] marketresearch
[2] esomar
[1] gaming
[1] onlinegaming

Top Words
Top Words in Tweet in Entire Graph:
[35] من
[32] esomar
[25] في
[18] على
[14] #mrx
[14] أن
[13] research
[12] #research
[11] ا
[11] ما

Top Words in Tweet in G1:
[35] من
[25] في
[17] على
[14] أن
[11] ا
[11] ما
[11] لا
[8] ولا
[7] اليوم
[7] كل

Top Words in Tweet in G2:
[6] yougov
[4] esomar
[4] member
[2] founder
[2] suastusa
[2] andrewsibley15
[2] questions
[2] jimbo12449841
[2] roblev0
[2] david19531501

Top Words in Tweet in G3:
[21] esomar
[12] research
[11] #mrx
[9] insights
[9] register
[7] #insights
[7] event
[6] #data
[6] report
[6] quality

Top Words in Tweet in G4:
[6] #esomar
[6] esomar
[4] #marketresearch
[3] #research
[2] romania
[2] estudo
[2] #mrx
[2] today
[2] #insights
[2] help

Top Words in Tweet in G5:
[2] collection
[2] data
[2] agencies

Top Words in Tweet in G6:
[2] y0uxf
[2] whynnof
[2] esomar_
[2] onlyhasi

Top Words in Tweet in G7:
[3] año
[3] covid
[2] resurgimiento
[2] renovación
[2] mercados
[2] industria
[2] #latam
[2] investigación
[2] 2020

Top Words in Tweet in G8:
[2] gaming
[2] #marketresearch
[2] favorite
[2] #esomar
[2] #research
[2] platforms
[2] panelists
[2] below

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] #forward,#faster
[5] datos,comportamiento
[5] quality,research
[5] #forecast,#forward
[4] esomar,evolution
[4] available,report
[4] ينظر,الى
[4] #future,#data
[4] unique,look
[4] #data,#analytics

Top Word Pairs in Tweet in G1:
[4] الموت,عندي
[4] مر,ة
[4] ولا,مر
[4] عندي,اليوم
[4] ينظر,الى
[4] اليوم,كرائحة
[3] كرة,القدم
[3] الله,على
[3] ا,ولا
[2] انسى,شي

Top Word Pairs in Tweet in G2:
[2] esomar,view
[2] roblev0,claesson_kate
[2] answers,esomar
[2] sibella29_,the_leaver
[2] resiguru,david19531501
[2] corporate,member
[2] hwick_chris,euoutta
[2] polling,council
[2] mediaventus,chr1s_not_a_bot
[2] suastusa,geoffbarton9

Top Word Pairs in Tweet in G3:
[5] quality,research
[5] #forecast,#forward
[5] datos,comportamiento
[5] #forward,#faster
[4] report,gives
[4] past,#future
[4] unique,look
[4] #mrx,#marketresearch
[4] #future,#data
[4] esomar,evolution

Top Word Pairs in Tweet in G4:
[2] #research,#esomar
[2] #keyresearchangola,#research
[2] #pamro,#angola
[2] best,esomar
[2] #esomar,#pamro

Top Word Pairs in Tweet in G5:
[2] data,collection
[2] collection,agencies

Top Word Pairs in Tweet in G6:
[2] whynnof,onlyhasi
[2] onlyhasi,y0uxf

Top Word Pairs in Tweet in G7:
[3] año,covid
[2] investigación,mercados
[2] resurgimiento,renovación
[2] industria,investigación
[2] covid,2020
[2] mercados,#latam
[2] 2020,resurgimiento
[2] #latam,año

Top Word Pairs in Tweet in G8:
[2] #marketresearch,#esomar
[2] panelists,#research
[2] favorite,gaming
[2] #research,#marketresearch
[2] below,panelists
[2] gaming,platforms
[2] platforms,below

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@esomar
@y0uxf
@azzz3z
@kooora_ae
@docassar
@stewtippler
@tweetmrs
@netquest_es
@whynnof
@onlyhasi

Top Mentioned in G1:
@y0uxf
@azzz3z
@kooora_ae
@us_world1
@awqafuae
@dhahi_khalfan
@m0tb7
@kfa7i
@khalilalbalush1
@heekma

Top Mentioned in G2:
@cathyby
@martin020455
@somechewlip
@gazza41
@brunothebridge
@lordgmanilson
@leftbehindpoet
@iangianni
@chrisev06631592
@rayjudd7

Top Mentioned in G3:
@esomar
@netquest_es
@docassar
@stewtippler
@tweetmrs
@disqo
@tmre
@womeninresearch
@researchlive
@ascorg

Top Mentioned in G5:
@matejsimalcik
@kristinaki6
@rqturcsanyi
@zhubochubo

Top Mentioned in G6:
@whynnof
@onlyhasi
@y0uxf
@akhogah

Top Mentioned in G7:
@olgaev9

Top Mentioned in G8:
@reinitresearch

Top Tweeters
Top Tweeters in Entire Graph:
@m0tb7
@nowtice_news2
@_waheed20
@cathyby
@cocacola
@sunick51
@mindedmusically
@leftbehindpoet
@roblev0
@_su6an

Top Tweeters in G1:
@m0tb7
@_waheed20
@_su6an
@dhahi_khalfan
@officiai_fahad
@kfa7i
@irode0
@i14nn
@24h_q8
@screenmix

Top Tweeters in G2:
@cathyby
@sunick51
@mindedmusically
@leftbehindpoet
@roblev0
@david19531501
@1aintro11sbots
@andrewsibley15
@davidmetroland
@the_leaver

Top Tweeters in G3:
@cocacola
@amaimexico
@raypoynter
@researchlive
@esomar
@kristinluck
@tweetmrs
@insightsmrx
@womeninresearch
@djsresearch

Top Tweeters in G4:
@nowtice_news2
@lovestats
@retail_fmcg
@avatasoyzer
@behaviorallyinc
@lucameyer
@datadiggers_mr
@whittikermange
@keyresearchao
@mktgcongress

Top Tweeters in G5:
@zhubochubo
@matejsimalcik
@ceias_eu
@rqturcsanyi
@sascha_kb
@kristinaki6

Top Tweeters in G6:
@y0uxf
@onlyhasi
@akhogah
@whynnof
@salman73950534

Top Tweeters in G7:
@micho_champ
@olgaev9

Top Tweeters in G8:
@reinitresearch
@sigsame1


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