#tdwi, Twitter, 8/20/2019 1:26:43 PM, 207411


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#tdwi_2019-08-20_06-18-23.xlsx
#tdwi_2019-08-20_06-18-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 20, 2019
Short Description:
#tdwi via NodeXL http://bit.ly/2No5pkL
@tdwi
@alation
@daveondata
@fhalper
@claudia_imhoff
@rbranger
@logic2020
@ifolor
@vinaybh11446806
@jswhuang

Top hashtags:
#tdwi
#cloud
#research
#businessintelligence
#directdatamapping
#dw
#clouddw
#cloudready
#datawarehouse

Description:
Description
The graph represents a network of 16 Twitter users whose recent tweets contained "#tdwi", 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, 20 August 2019 at 13:22 UTC.

The tweets in the network were tweeted over the 7-day, 13-hour, 43-minute period from Monday, 12 August 2019 at 06:15 UTC to Monday, 19 August 2019 at 19:58 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 : 16
Unique Edges : 13
Edges With Duplicates : 7
Total Edges : 20
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.1
Reciprocated Edge Ratio : 0.181818181818182
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 4
Maximum Edges in a Connected Component : 8
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 0.7
Graph Density : 0.0458333333333333
Modularity : 0.535625
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.meetup.com/de-DE/Data-Insights-Meetup-Bern/events/263864564/
[2] https://tdwi.org/research/2019/07/ta-all-insight-accelerator-cloudera-leveraging-the-cloud-for-data-warehouse-modernization.aspx?tc=page0&utm_source=Twitter&utm_medium=post&utm_campaign=Checklist2019&utm_term=Cloudera&utm_content=DWCloud
[1] https://www.meetup.com/de-DE/Data-Insights-Meetup-Zurich/events/263864338/
[1] https://tdwi.org/events/conferences/san-diego/home.aspx?utm_source=social&utm_medium=Twitter&utm_campaign=TDWI
[1] https://tdwi.org/events/conferences/san-diego/sessions/monday/arch-all-diq-all-data-catalogs-finally-a-mechanism-to-tame-analytics-chaos.aspx?utm_content=99037927&utm_medium=social&utm_source=twitter&hss_channel=tw-119718228
[1] https://www.linkedin.com/slink?code=esazfaQ
[1] https://tdwi.org/webcasts/2019/08/arch-all-data-pipeline-orchestration-in-a-hybrid-environment.aspx?tc=page0
[1] https://tdwi.org/research/2019/07/ta-all-insight-accelerator-cloudera-leveraging-the-cloud-for-data-warehouse-modernization.aspx?tc=page0
[1] https://tdwi.org/pages/membership/membership-sample-research.aspx?utm_source=Twitter&utm_medium=post&utm_campaign=MembershipSampleResearch&utm_content=DWDev
[1] https://www.tdwi.eu/veranstaltungen/roundtables/registrierung.html?tx_dmroundtables_roundtablessignup[roundtable]=369&tx_dmroundtables_roundtablessignup[action]=newSignup&tx_dmroundtables_roundtablessignup[controller]=Roundtable&cHash=b060591adaad8b766974ee13292365a5

Top URLs in Tweet in G1:
[2] https://tdwi.org/research/2019/07/ta-all-insight-accelerator-cloudera-leveraging-the-cloud-for-data-warehouse-modernization.aspx?tc=page0&utm_source=Twitter&utm_medium=post&utm_campaign=Checklist2019&utm_term=Cloudera&utm_content=DWCloud
[1] https://tdwi.org/events/conferences/san-diego/home.aspx?utm_source=social&utm_medium=Twitter&utm_campaign=TDWI
[1] https://tdwi.org/pages/membership/membership-sample-research.aspx?utm_source=Twitter&utm_medium=post&utm_campaign=MembershipSampleResearch&utm_content=DWDev
[1] https://tdwi.org/research/2019/07/ta-all-insight-accelerator-cloudera-leveraging-the-cloud-for-data-warehouse-modernization.aspx?tc=page0
[1] https://tdwi.org/webcasts/2019/08/arch-all-data-pipeline-orchestration-in-a-hybrid-environment.aspx?tc=page0

Top URLs in Tweet in G3:
[1] https://www.linkedin.com/slink?code=esazfaQ

Top URLs in Tweet in G4:
[2] https://www.meetup.com/de-DE/Data-Insights-Meetup-Bern/events/263864564/
[1] https://www.meetup.com/de-DE/Data-Insights-Meetup-Zurich/events/263864338/

Top URLs in Tweet in G5:
[1] https://tdwi.org/events/conferences/san-diego/sessions/monday/arch-all-diq-all-data-catalogs-finally-a-mechanism-to-tame-analytics-chaos.aspx?utm_content=99037927&utm_medium=social&utm_source=twitter&hss_channel=tw-119718228

Top URLs in Tweet in G6:
[1] https://www.tdwi.eu/veranstaltungen/roundtables/registrierung.html?tx_dmroundtables_roundtablessignup[roundtable]=369&tx_dmroundtables_roundtablessignup[action]=newSignup&tx_dmroundtables_roundtablessignup[controller]=Roundtable&cHash=b060591adaad8b766974ee13292365a5

Top Domains
Top Domains in Tweet in Entire Graph:
[7] tdwi.org
[3] meetup.com
[1] linkedin.com
[1] tdwi.eu

Top Domains in Tweet in G1:
[6] tdwi.org

Top Domains in Tweet in G3:
[1] linkedin.com

Top Domains in Tweet in G4:
[3] meetup.com

Top Domains in Tweet in G5:
[1] tdwi.org

Top Domains in Tweet in G6:
[1] tdwi.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17] tdwi
[4] cloud
[3] research
[2] businessintelligence
[2] directdatamapping
[2] dw
[2] clouddw
[2] cloudready
[2] datawarehouse
[1] dashboarddesign



Top Hashtags in Tweet in G1:
[7] tdwi
[4] cloud
[3] research
[2] dw
[2] clouddw
[2] cloudready
[2] datawarehouse
[1] dashboarddesign
[1] data
[1] businessintelligence

Top Hashtags in Tweet in G2:
[2] tdwi
[2] directdatamapping

Top Hashtags in Tweet in G3:
[3] tdwi
[1] sandiego
[1] analytics
[1] datascience
[1] practicaldatascience
[1] businessintelligence
[1] datawar

Top Hashtags in Tweet in G4:
[3] tdwi

Top Hashtags in Tweet in G5:
[1] tdwi
[1] datacatalog
[1] mldc

Top Hashtags in Tweet in G6:
[1] tdwi
[1] datenmodellierung
[1] bi

Top Words
Top Words in Tweet in Entire Graph:
[22] Words in Sentiment List#1: Positive
[14] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[435] Non-categorized Words
[471] Total Words
[18] #tdwi
[6] modernization
[5] #cloud
[4] san
[4] diego

Top Words in Tweet in G1:
[7] #tdwi
[6] modernization
[5] #cloud
[4] new
[4] insight
[4] accelerator
[4] davidloshin
[4] 5
[4] key
[4] requirements

Top Words in Tweet in G2:
[2] super
[2] excited
[2] honored
[2] win
[2] best
[2] case
[2] study
[2] #tdwi
[2] solution
[2] summit

Top Words in Tweet in G3:
[4] great
[3] #tdwi
[2] san
[2] diego

Top Words in Tweet in G4:
[3] online
[3] #tdwi
[3] young
[3] guns
[3] apéro
[3] sbb
[2] einladung
[2] zum
[2] 7
[2] 10

Top Words in Tweet in G6:
[4] eine
[2] datenmodellierung
[2] kunst
[2] geeignete
[2] struktur
[2] zur
[2] datenablage
[2] definieren
[2] effiziente
[2] verarbeitung

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4] san,diego
[4] new,#tdwi
[4] #tdwi,insight
[4] insight,accelerator
[4] 5,key
[3] #tdwi,young
[3] young,guns
[3] guns,apéro
[3] #tdwi,san
[3] leveraging,cloud

Top Word Pairs in Tweet in G1:
[4] new,#tdwi
[4] #tdwi,insight
[4] insight,accelerator
[4] 5,key
[3] leveraging,cloud
[3] cloud,data
[3] data,warehouse
[3] warehouse,modernization
[3] modernization,download
[3] download,new

Top Word Pairs in Tweet in G2:
[2] super,excited
[2] excited,honored
[2] honored,win
[2] win,best
[2] best,case
[2] case,study
[2] study,#tdwi
[2] #tdwi,solution
[2] solution,summit
[2] summit,incorta

Top Word Pairs in Tweet in G3:
[2] #tdwi,san
[2] san,diego

Top Word Pairs in Tweet in G4:
[3] #tdwi,young
[3] young,guns
[3] guns,apéro
[2] online,einladung
[2] einladung,zum
[2] 7,10
[2] sbb,bern

Top Word Pairs in Tweet in G6:
[2] datenmodellierung,kunst
[2] kunst,eine
[2] eine,geeignete
[2] geeignete,struktur
[2] struktur,zur
[2] zur,datenablage
[2] datenablage,definieren
[2] definieren,eine
[2] eine,effiziente
[2] effiziente,verarbeitung

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@rwang0
@claudia_imhoff
@tdwi
@rbranger
@layereddelay
@jswhuang
@tdwi_eu
@alation
@fhalper
@logic2020

Top Tweeters in G1:
@tdwi
@jswhuang
@logic2020
@davidloshin

Top Tweeters in G2:
@rwang0
@layereddelay
@incorta

Top Tweeters in G3:
@fhalper
@vinaybh11446806
@daveondata

Top Tweeters in G4:
@rbranger
@ifolor

Top Tweeters in G5:
@claudia_imhoff
@alation

Top Tweeters in G6:
@tdwi_eu
@datenguru


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