datacommunitydc, Twitter, 9/21/2021 2:08:12 PM, 262556


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datacommunitydc_2021-09-20_22-56-00.xlsx
datacommunitydc_2021-09-20_22-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2021
Short Description:
datacommunitydc via NodeXL https://bit.ly/3zsP6aO
@datacommunitydc
@discdiver
@p_g_bernard
@alexkgold
@thos_jones
@sigopt
@hopsworks
@jim_dowling
@datadrivenangel
@marskar

Top hashtags:
#hopsworks
#featurestore
#datascience
#rstats
#python
#datavisualization
#mlops

Description:
Description
The graph represents a network of 29 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, 21 September 2021 at 05:56 UTC.

The requested start date was Tuesday, 21 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 13-hour, 0-minute period from Monday, 05 July 2021 at 02:44 UTC to Monday, 20 September 2021 at 15:44 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 : 29
Unique Edges : 27
Edges With Duplicates : 51
Total Edges : 78
Number of Edge Types : 5
Retweet : 17
MentionsInRetweet : 28
Mentions : 19
Replies to : 1
Tweet : 13
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.1
Reciprocated Edge Ratio : 0.181818181818182
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 29
Maximum Edges in a Connected Component : 78
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.558859
Graph Density : 0.0541871921182266
Modularity : 0.376972
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 29 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, 21 September 2021 at 05:56 UTC.

The requested start date was Tuesday, 21 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 13-hour, 0-minute period from Monday, 05 July 2021 at 02:44 UTC to Monday, 20 September 2021 at 15:44 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:
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248586
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248594
[1] https://www.youtube.com/watch?v=hyYrjqsROYc&utm_content=180306740&utm_medium=social&utm_source=twitter&hss_channel=tw-2851302875

[1] https://twitter.com/DataDrivenAngel/status/1413117550301523969
[1] https://www.meetup.com/Data-Visualization-DC/events/bwlxgsycckblb/
[1] https://www.einnews.com/pr_news/549607752/content-streaming-producing-companies-are-integrating-blockchain-technology-artificial-intelligence-ai-technologies
[1] https://us3.campaign-archive.com/?u=75fc125999b198f97fe860a8d&id=1955608c9b
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248610
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248606
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248602

Top URLs in Tweet in G1:
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248586

Top URLs in Tweet in G2:
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248594
[1] https://www.youtube.com/watch?v=hyYrjqsROYc&utm_content=180306740&utm_medium=social&utm_source=twitter&hss_channel=tw-2851302875

[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248566
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248570
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248574
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248578
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248586
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248590
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248598
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248602

Top URLs in Tweet in G3:
[1] https://www.einnews.com/pr_news/549607752/content-streaming-producing-companies-are-integrating-blockchain-technology-artificial-intelligence-ai-technologies

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] hopsworks
[4] featurestore
[4] datascience
[2] rstats
[2] python
[2] datavisualization
[1] mlops
[1] machinelearning
[1] streaming
[1] blockchain



Top Hashtags in Tweet in G1:
[1] datascience
[1] machinelearning

Top Hashtags in Tweet in G2:
[4] hopsworks
[4] featurestore
[3] datascience
[2] rstats
[2] python
[2] datavisualization
[1] mlops

Top Hashtags in Tweet in G3:
[1] streaming
[1] blockchain

Top Words
Top Word Pairs
Top Replied-To
Top Replied-To in Entire Graph:
@datavizdc

Top Replied-To in G2:
@datavizdc

Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@discdiver
@sigopt
@jim_dowling
@hopsworks
@thos_jones
@datavizdc
@marskar

Top Mentioned in G1:
@discdiver
@sigopt
@datacommunitydc
@thos_jones
@marskar
@intel
@prefectio
@dask_dev

Top Mentioned in G2:
@datacommunitydc
@jim_dowling
@hopsworks
@datavizdc
@alexkgold

Top Mentioned in G3:
@rlingle
@datacommunitydc
@hwdomains
@akbarth3great
@pm_girl
@mrbarrybrown

Top Tweeters
Top Tweeters in Entire Graph:
@hubofml
@ml_tweet_bot
@thecuriousluke
@pm_girl
@rstatstweet
@akbarth3great
@datasciencebot_
@adonaigautier
@mrbarrybrown
@rlingle

Top Tweeters in G1:
@hubofml
@ml_tweet_bot
@thecuriousluke
@datasciencebot_
@intel
@jlowin
@marskar
@thos_jones
@discdiver
@datadrivenangel

Top Tweeters in G2:
@rstatstweet
@adonaigautier
@mlopsbot
@datacommunitydc
@jim_dowling
@acmlocal
@alexkgold
@hopsworks
@datavizdc

Top Tweeters in G3:
@pm_girl
@akbarth3great
@mrbarrybrown
@rlingle
@hwdomains
@p_g_bernard