datacommunitydc, Twitter, 1/17/2023 7:09:57 AM, 288262


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datacommunitydc_2023-01-16_23-00-00.xlsx
datacommunitydc_2023-01-16_23-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2023
Short Description:
datacommunitydc via NodeXL https://bit.ly/3XhYcUC
@datacommunitydc
@laurahkahn
@seanmgonzalez
@occupychocitydc
@sorishapragyan
@discdiver
@rekhareflection
@blmlouisville
@worldbankdata
@kirkdborne

Top hashtags:
#datadc
#dcdatacon
#datascience
#rstats
#dataweekdc

Description:
Description
The graph represents a network of 2,202 Twitter users whose recent tweets contained "datacommunitydc", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 07:05 UTC.

The tweets in the network were tweeted over the 2940-day, 23-hour, 10-minute period from Tuesday, 16 December 2014 at 14:20 UTC to Wednesday, 04 January 2023 at 13:30 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2202
Unique Edges : 3337
Edges With Duplicates : 14000
Total Edges : 17337
Number of Edge Types : 9
Retweet : 2355
MentionsInRetweet : 5703
Mentions : 6297
Quote : 222
MentionsInQuote : 398
Tweet : 449
MentionsInReplyTo : 1457
Replies to : 444
MentionsInQuoteReply : 12
Self-Loops : 2207
Reciprocated Vertex Pair Ratio : 0.0823762376237624
Reciprocated Edge Ratio : 0.152213684595682
Connected Components : 46
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 2140
Maximum Edges in a Connected Component : 17263
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.816046
Graph Density : 0.00112780046721394
Modularity : 0.198751
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,202 Twitter users whose recent tweets contained "datacommunitydc", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 07:05 UTC.

The tweets in the network were tweeted over the 2940-day, 23-hour, 10-minute period from Tuesday, 16 December 2014 at 14:20 UTC to Wednesday, 04 January 2023 at 13:30 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[122] https://www.dataweekdc.com/
[52] http://DCDATACON.com
[51] https://twitter.com/i/web/status/910972744346603520
[50] https://www.linkedin.com/in/kirkdborne
[43] https://twitter.com/i/web/status/912277358350098432
[41] http://www.dcdatacon.com
[32] https://twitter.com/i/web/status/909416968830296065
[29] https://www.linkedin.com/in/joewitt26/
[25] https://www.boozallen.com/s/insight/publication/the-mathematical-corporation.html
[21] https://twitter.com/i/web/status/910602945124761600

Top URLs in Tweet in G1:
[74] https://www.dataweekdc.com/
[51] https://twitter.com/i/web/status/910972744346603520
[46] http://DCDATACON.com
[43] https://twitter.com/i/web/status/912277358350098432
[32] https://twitter.com/i/web/status/909416968830296065
[31] https://www.linkedin.com/in/kirkdborne
[26] http://www.dcdatacon.com
[21] https://twitter.com/i/web/status/910602945124761600
[19] https://twitter.com/i/web/status/915285907741298689
[19] https://www.boozallen.com/s/insight/publication/the-mathematical-corporation.html

Top URLs in Tweet in G2:
[10] https://thedatalass.com/2018/12/11/machine-learning-spearmans-dimensionality-reduction/
[9] https://urban.wd1.myworkdayjobs.com/en-US/Urban-Careers/job/The-Urban-Institute-DC/Data-Science-Analyst---Information-Technology-_R-800404
[7] https://www.datacommunitydc.org/women-data-scientists-dc/wdsdc-blog/2016/8/one-year-anniversary
[5] https://docs.google.com/a/datacommunitydc.org/forms/d/e/1FAIpQLScU6_HA57BnA7SnqMRQMqV2phqsC45PLbrbZKRBds99KVL7gQ/viewform?c=0&w=1
[4] https://www.meetup.com/WomenDataScientistsDC/events/235267675/
[4] https://datafloq.com/read/big-data-revolutionizing-manufacturing-industry/2273?utm_source=Datafloq%20newsletter&utm_campaign=934ee7ea09-Datafloq_Newsletter_9_5_2016&utm_medium=email&utm_term=0_655692fdfd-934ee7ea09-95159853
[4] https://thedatalass.com/
[4] http://femvestor.blogspot.com/
[4] https://twitter.com/scikit_yb/status/1141399582695464966/photo/1
[4] https://twitter.com/altraud/status/781500012987502592/photo/1

Top URLs in Tweet in G3:
[17] https://www.dataweekdc.com/
[7] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Fstats-prog-dc%2Fevents%2F263461832
[6] https://twitter.com/stephenhky/status/940736180060082177/photo/1
[6] https://twitter.com/mckenzma/status/1117933843120558080/photo/1
[6] https://www.meetup.com/Data-Community-DC/events/278159920/
[5] https://docs.google.com/a/datacommunitydc.org/forms/d/e/1FAIpQLScU6_HA57BnA7SnqMRQMqV2phqsC45PLbrbZKRBds99KVL7gQ/viewform?c=0&w=1
[5] https://github.com/datacommunitydc/dig#info
[4] https://twitter.com/stephenhky/status/984215710728671234/photo/1
[4] https://twitter.com/stephenhky/status/940743909084450816/photo/1
[4] https://forms.gle/7Z3ALL5rdoqoX7

Top URLs in Tweet in G4:
[21] https://www.dataweekdc.com/
[18] https://www.youtube.com/watch?v=gytNpn2gn88&t=2s

[17] https://www.linkedin.com/in/kirkdborne
[15] http://www.dcdatacon.com
[14] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Fnovadeeplearning%2Fevents%2F234738883
[13] https://www.linkedin.com/in/joewitt26/
[12] https://www.ncsi.com/dcdatacon/2017/index.php
[9] https://twitter.com/stephenhky/status/938919296377540613/photo/1
[6] https://www.ncsi.com/dcdatacon/2017/
[6] https://www.ncsi.com/dcdatacon/2017/agenda.php

Top URLs in Tweet in G5:
[8] https://www.dataweekdc.com/
[4] https://www.gaytascience.com/dataweekdc2019/
[4] https://twitter.com/AzcoTechnology/status/950867079707598849/photo/1
[3] https://www.mathematica.org/events/seeing-is-believing-visualizing-data-for-evidence-based-policymaking?utm_source=Twitter&utm_medium=Twitter
[3] https://twitter.com/jomoworks/status/1498991619697172481/photo/1
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272790
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268304
[3] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

[2] https://twitter.com/CJsaysthis/status/1446474537659518976/photo/1
[2] https://twitter.com/gaytascience/status/1180099564994469888

Top URLs in Tweet in G6:
[3] https://twitter.com/YuqiLiao/status/1058026492796551168/photo/1
[2] https://twitter.com/Uptake/status/1067235572845035521/photo/1
[2] http://kevinhughes.ca/blog/tensor-kart?utm_content=buffer5aa69&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://about.bgov.com/news-reports/
[2] https://www.facebook.com/startupcentralpage/videos/dc-data-community-lightning-talks/326121037773034/
[2] https://twitter.com/eagereyes_feed/status/752341761306001408
[2] https://www.youtube.com/watch?v=kpRLT_tRinM

[2] https://www.yuqiliao.com/blog/instagram-analysis/
[2] https://www.datacommunitydc.org/discounts-and-promotions/
[2] https://medium.freecodecamp.org/playing-strategy-games-with-minimax-4ecb83b39b4b?utm_content=buffer6da29&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[12] http://www.govtech.com/computing/Anti-Bias-Toolkit-Offers-Government-a-Closer-Look-at-Automated-Decision-Making.html
[8] http://ethicstoolkit.ai
[3] https://twitter.com/mmlee/status/961025946433216512/photo/1
[2] https://govex.jhu.edu/wiki/center-for-government-excellence-releases-first-of-its-kind-algorithm-toolkit-to-reduce-bias-affecting-residents-from-automated-decisions-made-by-local-governments/
[2] https://twitter.com/govex_jhu/status/1041680348734783488
[2] http://ethicstoolkit.ai/
[2] https://meetingoftheminds.org/our-algorithms-are-biased-30006
[2] https://trib.al/11xHdFN
[2] https://ift.tt:443/1TLydfg
[1] https://twitter.com/WhatWorksCities/status/1041800901625819138/photo/1

Top URLs in Tweet in G8:
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=bc44dfe0-47d4-11e9-b8af-0cc47a0d1605
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=ad65b500-6ba1-11e7-b808-0cc47a0d1605
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=ffa2f0a0-69e3-11e6-ab9d-0cc47a0d1605
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=5768dec0-6ec6-11e7-b808-0cc47a0d1605
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=0c3bbd30-ad1c-11e6-b4da-0cc47a0d1605
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=591ad770-c965-11e6-8c0f-0cc47a0d1605
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=a37134e0-5605-11e7-82b6-0cc47a0d1605
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=faa5d9e0-897d-11e7-8f80-0cc47a0d1605
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=19cb5010-080a-11e8-8810-0cc47a0d1605
[1] https://paper.li/OccupyCHOCITYdc/1342199612?edition_id=cb38dac0-5bb1-11e8-8124-0cc47a0d1605

Top URLs in Tweet in G9:
[5] http://www.datacommunitydc.org/blog/2013/05/recommendation-engines-why-you-shouldnt-build-one
[3] https://twitter.com/rcappellini74/status/1194447051691560960/photo/1
[3] https://www.datacommunitydc.org/blog/2013/08/entity-resolution-for-big-data
[2] https://twitter.com/DataCommunityDC/status/1055548804529905664
[2] https://www.datacommunitydc.org/blog/2013/05/recommendation-engines-why-you-shouldnt-build-one
[2] http://ln.is/
[2] http://www.datacommunitydc.org/blog/2014/02/flask-mega-meta-tutorial-data-scientists
[1] https://fb.me/zwEiKTjB
[1] https://fb.me/85N7karIL
[1] https://www.datacommunitydc.org/blog/2012/08/data-scientists-survey-results-teaser

Top URLs in Tweet in G10:
[1] https://stackoverflow.com/jobs/115225/sr-hadoop-engineer-gannett-usa-today-network
[1] https://twitter.com/SAISYouthMapper/status/1049856631322873856/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1572] twitter.com
[169] meetup.com
[167] paper.li
[132] linkedin.com
[129] mailchi.mp
[127] dataweekdc.com
[126] datacommunitydc.org
[111] insidebigdata.com
[108] dcdatacon.com
[85] ncsi.com

Top Domains in Tweet in G1:
[806] twitter.com
[122] mailchi.mp
[84] insidebigdata.com
[77] dcdatacon.com
[76] dataweekdc.com
[76] linkedin.com
[62] readwrite.com
[47] datacommunitydc.org
[46] paper.li
[45] medium.com

Top Domains in Tweet in G2:
[180] twitter.com
[27] thedatalass.com
[24] datacommunitydc.org
[23] meetup.com
[20] youtube.com
[14] datafloq.com
[13] insidebigdata.com
[11] google.com
[9] medium.com
[9] myworkdayjobs.com

Top Domains in Tweet in G3:
[259] twitter.com
[43] meetup.com
[19] opendatascience.com
[18] dataweekdc.com
[12] google.com
[9] insidebigdata.com
[9] wired.com
[8] readwrite.com
[8] medium.com
[8] dataconomy.com

Top Domains in Tweet in G4:
[185] twitter.com
[49] ncsi.com
[48] linkedin.com
[41] meetup.com
[29] dcdatacon.com
[21] youtube.com
[21] dataweekdc.com
[7] boozallen.com
[7] datacommunitydc.org
[6] thedatalass.com

Top Domains in Tweet in G5:
[59] twitter.com
[29] nodexlgraphgallery.org
[12] youtube.com
[10] dataweekdc.com
[6] meetu.ps
[6] eventbrite.com
[5] gaytascience.com
[5] meetup.com
[4] mathematica.org
[2] google.com

Top Domains in Tweet in G6:
[22] twitter.com
[14] meetup.com
[7] facebook.com
[6] freecodecamp.org
[5] youtube.com
[4] datacommunitydc.org
[3] meetu.ps
[2] eventbrite.com
[2] datainnovation.org
[2] google.com

Top Domains in Tweet in G7:
[15] twitter.com
[12] govtech.com
[10] ethicstoolkit.ai
[4] jhu.edu
[2] meetingoftheminds.org
[2] trib.al
[2] ift.tt
[1] bloomberg.com
[1] statescoop.com
[1] routefifty.com

Top Domains in Tweet in G8:
[26] paper.li

Top Domains in Tweet in G9:
[25] datacommunitydc.org
[13] twitter.com
[2] fb.me
[2] ln.is
[1] myworkdayjobs.com
[1] govtech.com
[1] dataweekdc.com
[1] datable.org
[1] huntingmoon.com
[1] essociate.com

Top Domains in Tweet in G10:
[1] stackoverflow.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1250] datadc
[922] dcdatacon
[656] datascience
[322] rstats
[251] dataweekdc
[243] rstatsdc
[169] data
[122] bigdata
[120] ai
[119] dctech



Top Hashtags in Tweet in G1:
[662] datadc
[526] dcdatacon
[178] datascience
[99] dataweekdc
[66] data
[54] rstats
[52] cdo
[51] datajobs
[50] bigdata
[47] dctech

Top Hashtags in Tweet in G2:
[182] datadc
[69] datascience
[46] rstats
[37] rstatsdc
[21] dcdatacon
[16] machinelearning
[16] yellowbrick
[14] dctech
[13] ai
[10] deeplearning

Top Hashtags in Tweet in G3:
[326] datadc
[216] rstats
[169] rstatsdc
[129] datascience
[57] dcdatacon
[37] dataweekdc
[36] data
[33] data4dev
[24] nlproc
[19] geospatial

Top Hashtags in Tweet in G4:
[307] dcdatacon
[215] datascience
[46] bigdata
[45] fullstack
[43] dataweekdc
[42] machinelearning
[38] ai
[37] dctech
[30] datadc
[24] cdo

Top Hashtags in Tweet in G5:
[62] dataweekdc
[43] datascience
[32] dataviz
[31] va
[26] lgbtq
[24] usa
[24] canada
[23] data
[8] vizforsocialgood
[5] dctech

Top Hashtags in Tweet in G6:
[24] datadc
[7] dataviz
[5] dc
[5] drupalgovcon
[4] dctech
[3] dcdatacon
[2] womenintech
[2] instagram
[2] formapalooza
[2] betterpresentations

Top Hashtags in Tweet in G7:
[26] govex
[10] data
[8] algorithms
[6] govtech
[5] d4gx
[5] bias
[4] nyc
[3] datascience
[3] ethics
[2] gamechanger

Top Hashtags in Tweet in G8:
[26] cities
[6] travel
[4] wmata
[3] urban
[3] architecture
[2] rerun
[1] donoharm
[1] royalwedding
[1] politics
[1] transportation

Top Hashtags in Tweet in G9:
[4] datascience
[2] datacommunitydc
[1] govtech
[1] localgovwire
[1] dataweekdc
[1] dataengineering
[1] datainfrastructure
[1] dataa
[1] emergingtechniques
[1] operationsresearch

Top Hashtags in Tweet in G10:
[1] hadoop
[1] jobs
[1] hiring
[1] mdpijrfm
[1] nitze

Top Words
Top Words in Tweet in Entire Graph:
[4647] datacommunitydc
[1510] data
[1256] #datadc
[936] #dcdatacon
[667] #datascience
[626] datasciencedc
[619] dc
[433] kirkdborne
[414] craigparisot
[360] statprogdc

Top Words in Tweet in G1:
[1974] datacommunitydc
[664] #datadc
[651] data
[527] #dcdatacon
[319] dc
[255] kirkdborne
[243] craigparisot
[236] statprogdc
[216] datasciencedc
[190] atallc

Top Words in Tweet in G2:
[644] datacommunitydc
[182] #datadc
[146] data
[97] datasciencedc
[74] #datascience
[68] altraud
[62] datalensdc
[60] womendatasci
[55] #rstats
[54] seanmgonzalez

Top Words in Tweet in G3:
[788] datacommunitydc
[330] #datadc
[324] data
[280] datasciencedc
[218] #rstats
[185] thos_jones
[169] #rstatsdc
[150] dc
[131] #datascience
[106] science

Top Words in Tweet in G4:
[611] datacommunitydc
[317] #dcdatacon
[217] #datascience
[164] data
[148] kirkdborne
[147] craigparisot
[125] atallc
[52] oct
[48] dc
[47] join

Top Words in Tweet in G5:
[224] datacommunitydc
[78] sorishapragyan
[69] this0499154500
[66] data
[62] #dataweekdc
[51] waltera87905258
[44] omanojkumar
[44] #datascience
[42] gaytascience
[35] prabhat06661337

Top Words in Tweet in G6:
[112] datacommunitydc
[64] datavizdc
[45] data
[24] #datadc
[14] love
[13] meetup
[13] live
[13] datassist
[11] check
[11] great

Top Words in Tweet in G7:
[72] gov_ex
[59] datasf
[58] datacommunitydc
[55] toolkit
[49] harvardash
[33] bias
[27] data
[26] algorithm
[26] #govex
[23] automated

Top Words in Tweet in G8:
[26] thanks
[26] latest
[26] #cities
[26] update
[26] datacommunitydc
[26] city8
[6] #travel
[4] #wmata
[3] #architecture
[3] #urban

Top Words in Tweet in G9:
[20] data
[10] datacommunitydc
[9] recommendation
[9] dc
[6] engine
[5] community
[4] #datascience
[4] science
[4] problem
[3] big

Top Words in Tweet in G10:
[7] jhucarey
[6] datacommunitydc
[6] johnshopkins
[5] tinglongdai
[5] poetsandquants
[5] wsj
[5] jhunursing
[5] jhu_hbhi
[4] group
[3] usatoday

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[524] datacommunitydc,datacommunitydc
[309] data,science
[236] datacommunitydc,#dcdatacon
[191] data,community
[172] community,dc
[151] datasciencedc,datacommunitydc
[147] #rstatsdc,#datadc
[138] machine,learning
[133] #rstats,#rstatsdc
[108] datacommunitydc,datasciencedc

Top Word Pairs in Tweet in G1:
[501] datacommunitydc,datacommunitydc
[150] data,community
[142] community,dc
[106] data,science
[102] datacommunitydc,#dcdatacon
[82] #datadc,insidebigdata
[81] datacommunitydc,craigparisot
[77] datacommunitydc,atallc
[76] #datadc,medium
[75] dc,md

Top Word Pairs in Tweet in G2:
[37] data,science
[34] datasciencedc,datacommunitydc
[26] #rstatsdc,#datadc
[26] datalensdc,datacommunitydc
[21] data,scientists
[21] machine,learning
[21] #rstats,#rstatsdc
[20] #datadc,datasciencedc
[18] seanmgonzalez,datacommunitydc
[17] datacommunitydc,datasciencedc

Top Word Pairs in Tweet in G3:
[101] data,science
[99] datasciencedc,datacommunitydc
[97] #rstatsdc,#datadc
[92] #rstats,#rstatsdc
[76] datacommunitydc,datasciencedc
[57] #datadc,datasciencedc
[52] seanmgonzalez,thos_jones
[43] science,dc
[39] #rstatsdc,#rstats
[37] #datadc,datacommunitydc

Top Word Pairs in Tweet in G4:
[111] datacommunitydc,#dcdatacon
[44] #fullstack,#datascience
[40] #bigdata,#datascience
[37] novadatascience,datacommunitydc
[36] data,science
[28] #dcdatacon,oct
[27] #dcdatacon,2018
[24] #cdo,panel
[23] kirkdborne,boozallen
[22] panel,datacommunitydc

Top Word Pairs in Tweet in G5:
[29] datacommunitydc,nodexl
[26] discdiver,cjsaysthis
[26] sorishapragyan,discdiver
[24] #usa,#canada
[23] top,hashtags
[22] this0499154500,allitorban
[22] datacommunitydc,sorishapragyan
[20] #dataweekdc,#datascience
[19] reginaoak,gaytascience
[19] datacommunitydc,this0499154500

Top Word Pairs in Tweet in G6:
[19] datavizdc,datacommunitydc
[10] open,data
[9] datacommunitydc,datavizdc
[8] use,data
[8] codefordc,datacommunitydc
[6] altraud,datacommunitydc
[6] datacommunitydc,jackiekazil
[6] data,racist
[6] datacommunitydc,datakinddc
[6] datalensdc,google

Top Word Pairs in Tweet in G7:
[33] datasf,harvardash
[25] harvardash,datacommunitydc
[24] algorithm,toolkit
[24] #govex,datasf
[22] gov_ex,datasf
[19] datasf,datacommunitydc
[18] data,good
[18] good,exchange
[14] decision,making
[13] automated,decision

Top Word Pairs in Tweet in G8:
[26] update,thanks
[26] latest,city8
[26] city8,update
[10] datacommunitydc,#cities
[7] thanks,datacommunitydc
[6] #cities,#travel
[4] #cities,#wmata
[3] #cities,#architecture
[3] #cities,#urban
[2] thanks,faizsays

Top Word Pairs in Tweet in G9:
[6] recommendation,engine
[5] community,dc
[5] data,community
[4] data,science
[3] data,data
[3] meta,tutorial
[3] mega,meta
[3] build,recommendation
[3] entity,resolution
[3] resolution,big

Top Word Pairs in Tweet in G10:
[5] jhucarey,johnshopkins
[5] johnshopkins,jhu_hbhi
[5] jhu_hbhi,jhunursing
[4] poetsandquants,jhucarey
[3] datacommunitydc,wjz
[3] wsj,jhucompsci
[2] saishopkins,youthmappers
[2] super,job
[2] youthmappers,group
[2] occasion,snapped

Top Replied-To
Top Replied-To in Entire Graph:
@datacommunitydc
@seanmgonzalez
@thos_jones
@cvanderwaart
@this0499154500
@sorishapragyan

Top Replied-To in G1:
@datacommunitydc
@tggleeson
@ireland
@uchiurbanlabs
@lalorenz6
@wahalulu
@jcteakell
@adamrossnelson

Top Replied-To in G2:
@datacommunitydc
@seanmgonzalez
@laurahkahn
@becomingdatasci
@mattbowen
@womendatasci
@drbrittne

Top Replied-To in G3:
@datacommunitydc
@thos_jones
@seanmgonzalez
@chendaniely
@rstatsdc
@md_harris
@rladiesdc

Top Replied-To in G4:
@datacommunitydc
@craigparisot
@apeeblesis
@kirkdborne
@cdorobek
@worldbankdata
@mutabazi
@shawnjanzen
@atallc
@johnseberhardt3

Top Replied-To in G5:
@datacommunitydc
@cvanderwaart
@this0499154500
@juliegikim
@sorishapragyan
@novadeeplearn
@novadatascience
@trimydata
@blkindata

Top Replied-To in G6:
@abmakulec
@datavizdc
@seanmgonzalez
@datacommunitydc
@eagereyes
@xometry
@hyesookchung
@sandramoscoso

Top Replied-To in G7:
@digitalflaneuse
@mmlee

Top Replied-To in G10:
@profjimliew
@tinglongdai

Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@datasciencedc
@craigparisot
@statprogdc
@kirkdborne
@atallc
@datavizdc
@thos_jones
@seanmgonzalez
@discdiver

Top Mentioned in G1:
@datacommunitydc
@statprogdc
@craigparisot
@datasciencedc
@kirkdborne
@atallc
@datavizdc
@insidebigdata
@medium
@rww

Top Mentioned in G2:
@datacommunitydc
@womendatasci
@datasciencedc
@jackiekazil
@seanmgonzalez
@statprogdc
@laurahkahn
@merav_yurav

Top Mentioned in G3:
@datacommunitydc
@datasciencedc
@thos_jones
@statprogdc
@discdiver
@rstatsdc
@seanmgonzalez
@wahalulu
@womenwhocodedc
@kellrstats

Top Mentioned in G4:
@datacommunitydc
@craigparisot
@kirkdborne
@atallc
@stephenhky
@novadatascience
@ncsievents
@boozallen
@laurahkahn
@worldbankdata

Top Mentioned in G5:
@datacommunitydc
@sorishapragyan
@this0499154500
@omanojkumar
@waltera87905258
@gaytascience
@prabhat06661337
@reginaoak
@jomoworks
@discdiver

Top Mentioned in G6:
@datacommunitydc
@datavizdc
@datassist
@womenwhocode
@codefordc
@jackiekazil
@datavizsociety
@google

Top Mentioned in G7:
@datasf
@datacommunitydc
@harvardash
@bloomber
@joybonaguro
@technickle
@routefifty
@datasmartcities

Top Mentioned in G8:
@datacommunitydc
@faizsays
@dclogcabin
@51stdc
@owdc1
@warauha
@shiprasuri
@joshualopez202
@paysalia

Top Mentioned in G9:
@joaquinagreda

Top Mentioned in G10:
@datacommunitydc
@jhucarey
@johnshopkins
@poetsandquants
@jhu_hbhi
@jhunursing
@wsj
@usatoday
@jhucompsci
@wjz

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersec_feeds
@robre62
@evankirstel
@o_fabriciosouza
@thehill
@cybertoolsbooks
@rvp
@codernotesbot
@kibsolfuture

Top Tweeters in G1:
@chidambara09
@thehill
@cybertoolsbooks
@rvp
@boxticker
@serverlessfan
@purpledalmation
@recuweb
@monster
@andysugs

Top Tweeters in G2:
@evankirstel
@alevergara78
@ml_tweet_bot
@data_nerd
@newsweek
@chrisluce87
@engadget
@man__ayala
@youranonnews
@techrepublic

Top Tweeters in G3:
@hubofml
@into_ai
@thecuriousluke
@fullnam35087976
@washingtonpost
@rstatstweet
@paulmcclintock
@thedailybeast
@epuujee
@rcregalstarfire

Top Tweeters in G4:
@robre62
@ottlegalrebels
@itknowingness
@pvalsfr
@machinelearnflx
@imrajeshberwal
@gonzalobarria
@gis_sharer
@techjunkiejh
@biconnections

Top Tweeters in G5:
@o_fabriciosouza
@kibsolfuture
@ricardo_ik_ahau
@vievararosel
@pyscalellc
@developerbot_v1
@omanojkumar
@ieakwame
@pooltable_mover
@un

Top Tweeters in G6:
@tokvbok
@daveraven72
@bgov
@pwang
@dcdpr
@sandramoscoso
@fairfaxcounty
@infoworld
@trishpaton
@freecodecamp

Top Tweeters in G7:
@calcaware
@smartecocity
@spiderswarz
@technology
@findomgodxx
@brandontlocke
@state_scoop
@routefifty
@govtechnews
@johngmcnutt

Top Tweeters in G8:
@warauha
@wboricua98
@ghostsofdc
@owdc1
@douglasecastle1
@annwindc
@joshualopez202
@kathmacl
@hendersonkaya
@dclogcabin

Top Tweeters in G9:
@wyefueng
@night_panadol
@dpa2018
@shajorjita
@strategymaestro
@learnlinksfeed
@martinlindla
@keronen
@mosaicurban
@internetrebecca

Top Tweeters in G10:
@businessinsider
@wjz
@wsj
@usatoday
@yahoofinance
@financialtimes
@baltimoresun
@poetsandquants
@awscloud
@johnshopkins