datacommunitydc, Twitter, 2/8/2022 7:47:16 AM, 271546


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datacommunitydc_2022-02-07_23-00-40.xlsx
datacommunitydc_2022-02-07_23-00-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3LjUzaY
@waltera87905258
@datacommunitydc
@this0499154500
@prabhat06661337
@sorishapragyan
@datadrivenangel
@fabriciosx
@cjsaysthis
@discdiver
@omanojkumar

Top hashtags:
#dataviz
#dataweekdc
#datascience
#va
#usa
#canada

Description:
Description
The graph represents a network of 25 Twitter users whose tweets in the requested range contained "datacommunitydc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 08 February 2022 at 07:00 UTC.

The requested start date was Tuesday, 08 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 90-day, 23-hour, 59-minute period from Sunday, 07 November 2021 at 17:59 UTC to Sunday, 06 February 2022 at 17:59 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 : 25
Unique Edges : 26
Edges With Duplicates : 230
Total Edges : 256
Number of Edge Types : 5
Replies to : 13
Retweet : 15
MentionsInRetweet : 85
Tweet : 15
Mentions : 128
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0625
Reciprocated Edge Ratio : 0.117647058823529
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 25
Maximum Edges in a Connected Component : 256
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.0896
Graph Density : 0.085
Modularity : 0.117702
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 25 Twitter users whose tweets in the requested range contained "datacommunitydc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 08 February 2022 at 07:00 UTC.

The requested start date was Tuesday, 08 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 90-day, 23-hour, 59-minute period from Sunday, 07 November 2021 at 17:59 UTC to Sunday, 06 February 2022 at 17:59 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 : datacommunitydc
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:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268304
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266369
[3] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

[1] https://www.meetup.com/Data-Visualization-DC/events/283013213/
[1] https://youtu.be/gXiRf03AyOU
[1] https://twitter.com/outlierconf/status/1461982790786895873
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270230
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269875
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269440
[1] https://www.youtube.com/watch?v=5rmuE7czRRI&feature=youtu.be


Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268304
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266369
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269440
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269875
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270230

Top URLs in Tweet in G2:
[3] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

[1] https://www.youtube.com/watch?v=-FzsGxdH2J4&feature=youtu.be

[1] https://www.youtube.com/watch?v=zY5nYmTUfnQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=5rmuE7czRRI&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://www.meetup.com/Data-Visualization-DC/events/283013213/
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248657
[1] https://us3.campaign-archive.com/?u=75fc125999b198f97fe860a8d&id=3de1248ca4
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248665
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248669
[1] https://us3.campaign-archive.com/?u=75fc125999b198f97fe860a8d&id=3f9cabf132
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248677
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248681
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248689
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248693

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] dataviz
[11] dataweekdc
[11] datascience
[11] va
[6] usa
[6] canada
[5] data
[2] dat
[2] brasil
[2] europe



Top Hashtags in Tweet in G1:
[5] dataweekdc
[5] datascience
[5] data
[5] va
[4] dataviz
[2] usa
[2] canada
[1] hopsworks
[1] featurestore

Top Hashtags in Tweet in G2:
[6] dataweekdc
[6] datascience
[6] va
[6] dataviz
[4] usa
[4] canada
[2] brasil
[2] europe
[2] europe1
[2] dat

Top Hashtags in Tweet in G3:
[1] dataviz

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] sorishapragyan,discdiver
[27] discdiver,cjsaysthis
[22] this0499154500,allitorban
[21] datacommunitydc,sorishapragyan
[14] mathematicanow,omanojkumar
[14] data,community
[14] community,dc
[14] dc,newsletter
[13] cjsaysthis,this0499154500
[11] #dataweekdc,#datascience

Top Word Pairs in Tweet in G1:
[18] sorishapragyan,discdiver
[18] discdiver,cjsaysthis
[14] datacommunitydc,sorishapragyan
[13] this0499154500,allitorban
[9] waltera87905258,datacommunitydc
[9] datacommunitydc,nodexl
[9] nodexl,datacommunitydc
[8] cjsaysthis,this0499154500
[6] allitorban,mathematicanow
[5] mathematicanow,omanojkumar

Top Word Pairs in Tweet in G2:
[9] sorishapragyan,discdiver
[9] discdiver,cjsaysthis
[9] this0499154500,allitorban
[9] mathematicanow,omanojkumar
[7] datacommunitydc,sorishapragyan
[6] omanojkumar,datadrivenangel
[6] #dataweekdc,#datascience
[6] #va,#dataviz
[5] cjsaysthis,this0499154500
[4] cjsaysthis,waltera87905258

Top Word Pairs in Tweet in G3:
[14] data,community
[14] community,dc
[14] dc,newsletter
[5] newsletter,january
[4] newsletter,november
[4] newsletter,december
[2] still,believe
[2] believe,speak
[2] speak,jordanwb
[2] jordanwb,favorite

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sorishapragyan
@discdiver
@cjsaysthis
@this0499154500
@allitorban
@waltera87905258
@mathematicanow
@datacommunitydc
@omanojkumar
@datadrivenangel

Top Mentioned in G1:
@datacommunitydc
@sorishapragyan
@discdiver
@cjsaysthis
@this0499154500
@allitorban
@waltera87905258
@mathematicanow
@omanojkumar
@prabhat06661337

Top Mentioned in G2:
@sorishapragyan
@discdiver
@cjsaysthis
@this0499154500
@allitorban
@mathematicanow
@omanojkumar
@waltera87905258
@datadrivenangel
@prabhat06661337

Top Mentioned in G3:
@jordanwb
@max_graze
@rtkrum

Top Mentioned in G4:
@datacommunitydc
@districtdatalab

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@rstatstweet
@developerbot_v1
@omanojkumar
@policia
@policiacivilrs
@sorishapragyan
@mathematicanow
@waltera87905258
@policiafederal

Top Tweeters in G1:
@fabriciosx
@rstatstweet
@developerbot_v1
@sorishapragyan
@this0499154500
@allitorban
@discdiver
@datadrivenangel
@cjsaysthis

Top Tweeters in G2:
@omanojkumar
@policia
@policiacivilrs
@mathematicanow
@waltera87905258
@policiafederal
@datacom
@dataportalindia

Top Tweeters in G3:
@datacommunitydc
@jordanwb
@rtkrum
@datavizdc
@max_graze

Top Tweeters in G4:
@georgetownpdc
@districtdatalab
@prabhat06661337


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