KQED, Twitter, 12/7/2020 1:30:00 AM, 242808


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KQED_2020-12-06_16-33-46.xlsx
KQED_2020-12-06_16-33-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2020
Short Description:
KQED via NodeXL https://bit.ly/37JGfWa
@kqed
@mindshiftkqed
@kqednews
@kqedarts
@p_a_kirschner
@kqedforum
@kqedscience
@fitzthereporter
@thebaykqed
@edyong209

Top hashtags:
#covid19
#sanditon
#thecaliforniareport
#rightnowish
#thanksgiving
#coronavirus
#givingtuesday

Description:
Description
The graph represents a network of 5,500 Twitter users whose tweets in the requested range contained "KQED", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 December 2020 at 01:17 UTC.

The requested start date was Thursday, 03 December 2020 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, 23-hour, 59-minute period from Thursday, 19 November 2020 at 01:01 UTC to Thursday, 03 December 2020 at 01:01 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 : 5500
Unique Edges : 3892
Edges With Duplicates : 11748
Total Edges : 15640
Number of Edge Types : 5
Mentions : 2892
Retweet : 4509
MentionsInRetweet : 5936
Replies to : 611
Tweet : 1692
Self-Loops : 1730
Reciprocated Vertex Pair Ratio : 0.0349219979962788
Reciprocated Edge Ratio : 0.0674872078550685
Connected Components : 877
Single-Vertex Connected Components : 598
Maximum Vertices in a Connected Component : 4004
Maximum Edges in a Connected Component : 13703
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.80604
Graph Density : 0.000239084792276282
Modularity : 0.399362
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,500 Twitter users whose tweets in the requested range contained "KQED", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 December 2020 at 01:17 UTC.

The requested start date was Thursday, 03 December 2020 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, 23-hour, 59-minute period from Thursday, 19 November 2020 at 01:01 UTC to Thursday, 03 December 2020 at 01:01 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 : KQED
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:
[77] https://www.kqed.org/mindshift/56979/what-the-research-says-about-the-academic-power-of-friendship
[71] https://www.kqed.org/mindshift/56993/tips-for-cultivating-healthy-school-friendships-online
[65] https://www.kqed.org/mindshift/56836/how-teachers-are-leaning-on-each-other-to-stay-resilient-during-covid-19
[59] https://www.kqed.org/science/1971178/once-in-a-lifetime-comet-is-visible-now-in-pre-dawn-sky
[53] https://www.kqed.org/news/11848176/labor-advocates-worry-biden-will-follow-in-obamas-footsteps-with-h-1b-visa
[49] https://www.kqed.org/mindshift/57002/how-mindfulness-during-class-can-help-students-and-teachers
[47] https://www.kqed.org/arts/13889521/san-francisco-to-hire-performing-and-visual-artists-for-public-health-psas
[39] https://www.kqed.org/arts/13889446/13889446
[34] https://www.kqed.org/science/1971124/most-coronavirus-transmission-happens-at-indoor-restataurants-cafes-gyms-study
[34] https://www.kqed.org/bayareabites/139616/the-pasta-king-trusted-us-on-our-honor

Top URLs in Tweet in G1:
[28] https://www.kqed.org/mindshift/56979/what-the-research-says-about-the-academic-power-of-friendship
[21] https://www.kqed.org/mindshift/56993/tips-for-cultivating-healthy-school-friendships-online
[19] https://www.kqed.org/mindshift/57002/how-mindfulness-during-class-can-help-students-and-teachers
[14] https://www.kqed.org/mindshift/56320/how-to-stay-physically-but-not-emotionally-distant-with-kindergarten-and-pre-k-students
[12] https://www.kqed.org/mindshift/55889/why-grading-policies-for-equity-matter-more-than-ever
[10] https://www.kqed.org/mindshift/56836/how-teachers-are-leaning-on-each-other-to-stay-resilient-during-covid-19
[10] https://www.kqed.org/mindshift/57010/how-understanding-middle-school-friendships-can-help-students
[8] https://www.kqed.org/mindshift/56946/how-can-teachers-nurture-meaningful-student-agency
[6] https://www.kqed.org/mindshift/56900/when-kids-say-im-not-a-reader-how-librarians-can-disrupt-traumatic-reading-practices
[6] https://www.kqed.org/mindshift/51589/whats-going-on-in-the-brain-of-a-child-who-has-experienced-trauma

Top URLs in Tweet in G2:
[9] https://www.kqed.org/arts/13889521/san-francisco-to-hire-performing-and-visual-artists-for-public-health-psas
[9] https://www.kqed.org/news/11847782/thousands-of-homeless-people-were-placed-in-hotels-due-to-covid-19-now-many-are-homeless-again
[8] https://www.kqed.org/news/11848109/new-california-curfew-applies-to-most-bay-area-counties
[8] https://www.kqed.org/news/11848360/young-queer-candidates-of-color-are-changing-the-bay-area-political-scene
[8] https://www.kqed.org/news/11638400/welcome-to-political-breakdown
[8] http://www.kqed.org/
[7] https://www.kqed.org/science/1971124/most-coronavirus-transmission-happens-at-indoor-restataurants-cafes-gyms-study
[7] https://www.kqed.org/news/11818312/map-free-covid-19-testing-sites-in-the-bay-area
[6] https://www.kqed.org/news/11745613/wild-turkeys-strutting-around-your-suburbs-but-why
[6] https://www.kqed.org/news/11847203/food-banks-in-the-bay-area-how-to-find-and-support-your-local-facility

Top URLs in Tweet in G3:
[40] https://www.kqed.org/science/1971178/once-in-a-lifetime-comet-is-visible-now-in-pre-dawn-sky
[29] https://www.kqed.org/bayareabites/139616/the-pasta-king-trusted-us-on-our-honor
[26] https://www.kqed.org/mindshift/56993/tips-for-cultivating-healthy-school-friendships-online
[25] https://www.kqed.org/mindshift/57002/how-mindfulness-during-class-can-help-students-and-teachers
[21] https://www.kqed.org/mindshift/56979/what-the-research-says-about-the-academic-power-of-friendship
[10] https://www.kqed.org/science/1971124/most-coronavirus-transmission-happens-at-indoor-restataurants-cafes-gyms-study
[10] https://www.kqed.org/mindshift/57010/how-understanding-middle-school-friendships-can-help-students
[9] https://news.ycombinator.com/item?id=25221048
[9] https://www.kqed.org/mindshift/51538/the-benefits-of-cultivating-curiosity-in-kids
[7] https://www.kqed.org/mindshift/56570/6-classroom-strategies-that-work-for-generating-student-discussions-online

Top URLs in Tweet in G4:
[22] https://www.kqed.org/arts/13889521/san-francisco-to-hire-performing-and-visual-artists-for-public-health-psas
[15] https://www.kqed.org/news/11848646/san-francisco-likely-to-enter-most-restrictive-covid-19-tier-within-days-health-officials-warn
[12] https://www.kqed.org/coronavirusliveupdates/news/11848038/california-nurses-union-warns-hospitals-arent-prepared-for-covid-19-surge
[10] https://www.kqed.org/news/11847203/food-banks-in-the-bay-area-how-to-find-and-support-your-local-facility
[10] https://www.kqed.org/news/11848521/in-first-for-sf-district-attorney-chesa-boudin-charges-former-police-officer-with-homicide
[9] https://www.kqed.org/news/11818312/map-free-covid-19-testing-sites-in-the-bay-area
[8] https://www.kqed.org/news/11849028/sf-transportation-agency-muni-faces-huge-layoff-as-covid-19-fiscal-crisis-deepens
[7] https://www.kqed.org/news/11847897/sfmta-muni-forced-to-redo-portion-of-52-million-twin-peaks-tunnel-project
[7] https://www.kqed.org/news/11848109/new-california-curfew-applies-to-most-bay-area-counties
[7] https://www.kqed.org/news/11849317/overcrowding-is-fueling-californias-worst-active-covid-19-prison-outbreak-advocates-say

Top URLs in Tweet in G5:
[33] https://www.kqed.org/arts/13889446/13889446
[15] https://www.pbs.org/video/native-american-hoop-dancing-and-hip-hop-in-minneapolis-ijpvvd/?utm_source=twitter&utm_medium=pbsofficial
[9] https://www.kqed.org/arts/13889521/san-francisco-to-hire-performing-and-visual-artists-for-public-health-psas
[8] https://teach.kqed.org/course/analyzing-and-evaluating-media-for-the-classroom-nov-2020
[8] https://learn.kqed.org/discussions/84
[7] https://kqed.zoom.us/webinar/register/WN_A6ZNGpjWQWytJHw9JNEIcg
[6] https://www.kqed.org/arts/13888121/quiz-how-well-do-you-know-the-bay-areas-haunted-history
[5] https://www.kqed.org/arts/13889571/cant-find-a-chess-set-you-can-thank-the-queens-gambit-for-that
[5] https://www.kqed.org/arts/13889307/at-ybca-art-is-a-powerful-tool-for-envisioning-a-less-complacent-future
[5] https://www.kqed.org/arts/13889530/five-alternatives-to-that-big-thanksgiving-gathering

Top URLs in Tweet in G6:
[25] https://www.kqed.org/news/11848176/labor-advocates-worry-biden-will-follow-in-obamas-footsteps-with-h-1b-visa
[9] https://www.kqed.org/news/11848790/covid-19-vaccine-plans-in-california-what-we-know-so-far
[8] http://www.kqed.org/forum
[7] https://www.kqed.org/science/1971253/jerry-browns-advice-to-biden-on-climate-rebuild-credibility-disregard-advocates
[6] https://www.kqed.org/forum/2010101880941/kids-organized-outdoor-play-during-the-pandemic
[6] https://www.kqed.org/forum/2010101880883/thousands-of-bay-area-homeless-people-were-given-hotel-rooms-during-the-pandemic-where-will-they-go-next
[5] https://www.kqed.org/forum/2010101880938/the-queens-gambit-spurs-renewed-interest-in-chess
[5] https://www.kqed.org/science/1971134/historic-deal-revives-plan-for-dam-demolition-on-the-klamath-river
[5] https://www.kqed.org/science/1971124/most-coronavirus-transmission-happens-at-indoor-restataurants-cafes-gyms-study
[4] https://www.kqed.org/forum/2010101880896/asian-american-business-face-distinct-challenges-amid-coronavirus-pandemic

Top URLs in Tweet in G7:
[4] https://www.kqed.org/mindshift/54470/why-content-knowledge-is-crucial-to-effective-critical-thinking

Top URLs in Tweet in G8:
[23] https://www.kqed.org/news/11848176/labor-advocates-worry-biden-will-follow-in-obamas-footsteps-with-h-1b-visa
[2] https://itunes.apple.com/us/movie/our-time-machine/id1532478468
[2] https://www.amazon.com/Our-Time-Machine-Maleonn/dp/B08L6Z2JH2/ref=tmm_aiv_swatch_0?_encoding=UTF8&qid=&sr=
[1] https://twitter.com/BerniceKing/status/1330971629426503683
[1] https://podcasts.google.com/feed/aHR0cHM6Ly9hcGkuc29sdXRpb25zam91cm5hbGlzbS5vcmcvdjIvc3Rvcmllcy9nb29nbGVfeW51LnJzcw?sa=X&ved=2ahUKEwibmMXSrMHsAhXsmnIEHU9PB2IQ4aUDegQIARAD&hl=en
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fthewholestory.solutionsjournalism.org%2Fwant-a-daily-dose-of-solutions-journalism-just-ask-the-google-assistant-9cad967fbe91
[1] https://www.kqed.org/news/11847093/the-pain-of-family-separations-is-still-being-felt-what-could-biden-do
[1] https://www.kqed.org/news/11848231/kamala-harris-as-auntie-how-art-helped-fashion-an-iconic-role
[1] https://www.kqed.org/news/11841618/immigrant-workers-power-napa-valleys-economy-but-fires-and-covid-are-destroying-jobs
[1] https://twitter.com/unemployedact/status/1331071998689226752

Top URLs in Tweet in G9:
[3] https://www.youtube.com/watch?v=iT81G9PgWbk

[2] https://www.youtube.com/watch?v=bBcdE9yyUbg

[1] https://twitter.com/raised_sf/status/1281776768936861701
[1] https://twitter.com/DominicFracassa/status/1333614744612302849?s=20
[1] https://twitter.com/raised_sf/status/1283587840572444673?s=20
[1] https://twitter.com/DominicFracassa/status/1283775475043708928
[1] https://www.kqed.org/news/11848447/how-bank-of-america-helped-fuel-californias-unemployment-meltdown
[1] http://auditor.ca.gov/reports/2020-502/index.html
[1] https://twitter.com/ShahidForChange/status/1316416085038563328
[1] https://twitter.com/rajksinha2006/status/1332473885401366528

Top URLs in Tweet in G10:
[3] https://twitter.com/KQED/status/1330938003330514945
[3] https://www.kqed.org/forum/2010101880910/ed-yong-on-the-latest-coronavirus-surge
[2] https://www.kqed.org/forum/2010101880963/ucsfs-dr-wachter-on-bay-area-vaccine-distribution
[1] https://twitter.com/walidgellad/status/1331421638546632706
[1] https://twitter.com/edyong209/status/1330952943810588678
[1] https://www.kqed.org/arts/13889521/san-francisco-to-hire-performing-and-visual-artists-for-public-health-psas

Top Domains
Top Domains in Tweet in Entire Graph:
[2661] kqed.org
[203] twitter.com
[60] youtube.com
[44] bit.ly
[23] pbs.org
[18] linkedin.com
[17] tweetedtimes.com
[16] buff.ly
[15] briefly.co
[14] zoom.us

Top Domains in Tweet in G1:
[312] kqed.org
[3] buff.ly
[2] twitter.com
[1] amazonaws.com
[1] bit.ly
[1] edupr.io

Top Domains in Tweet in G2:
[375] kqed.org
[69] twitter.com
[10] bit.ly
[7] youtube.com
[5] npr.org
[3] applytojob.com
[2] buff.ly
[2] zocalopublicsquare.org
[2] commonwealthclub.org
[1] typeform.com

Top Domains in Tweet in G3:
[610] kqed.org
[47] twitter.com
[17] tweetedtimes.com
[16] bit.ly
[15] linkedin.com
[11] youtube.com
[11] ycombinator.com
[10] briefly.co
[7] buff.ly
[5] ift.tt

Top Domains in Tweet in G4:
[304] kqed.org
[16] twitter.com
[2] bit.ly
[2] buff.ly
[2] chcf.org
[2] youtube.com
[1] salesforce.com
[1] npr.org
[1] forbes.com
[1] wikipedia.org

Top Domains in Tweet in G5:
[273] kqed.org
[21] pbs.org
[15] twitter.com
[13] zoom.us
[4] edtechnerd.us
[3] bit.ly
[1] npr.org
[1] typeform.com
[1] cucalorus.org
[1] studentvoicescampaign.org

Top Domains in Tweet in G6:
[192] kqed.org
[13] twitter.com
[9] bit.ly
[3] vubblepop.com
[2] berkeleychessschool.org
[2] google.com
[2] sfchronicle.com
[1] linkedin.com
[1] wikipedia.org
[1] carolina.com

Top Domains in Tweet in G7:
[4] kqed.org

Top Domains in Tweet in G8:
[27] kqed.org
[5] twitter.com
[2] apple.com
[2] amazon.com
[1] google.com
[1] medium.com
[1] ritzherald.com

Top Domains in Tweet in G9:
[7] twitter.com
[5] youtube.com
[4] kqed.org
[2] sfexaminer.com
[1] ca.gov
[1] gov.in
[1] hoodline.com
[1] sfbayca.com

Top Domains in Tweet in G10:
[6] kqed.org
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[121] covid19
[61] sanditon
[57] thecaliforniareport
[47] rightnowish
[46] thanksgiving
[42] coronavirus
[34] givingtuesday
[34] edchat
[27] medialiteracy
[26] california



Top Hashtags in Tweet in G1:
[13] disrupttexts
[11] edchat
[8] teachers
[7] csumbls350
[4] literacy
[4] school
[4] education
[4] mindfulness
[4] agency
[4] traumaticexperiences

Top Hashtags in Tweet in G2:
[73] covid19
[54] thecaliforniareport
[27] givingtuesday
[21] thanksgiving
[13] soldoutpod
[12] nativeamericanheritagemonth
[12] baycurious
[9] coronavirus
[7] curfew
[7] worldaidsday

Top Hashtags in Tweet in G3:
[10] edchat
[7] education
[6] sanfrancisco
[6] covid19
[6] disrupttexts
[5] astronomy
[5] pandemic
[4] coronavirus
[4] teachers
[4] inclusionmatters

Top Hashtags in Tweet in G4:
[19] covid19
[14] coronavirus
[9] bayarea
[8] covid_19
[7] curfew
[7] thanksgiving
[7] nativeamericanheritagemonth
[6] california
[6] tbtbookshelf
[5] mortgages

Top Hashtags in Tweet in G5:
[40] rightnowish
[27] medialiteracy
[17] ifcitiescoulddance
[14] thanksgiving
[11] covid19
[11] videoproduction
[10] abovethenoise
[10] studentvoice
[10] edtech
[9] pd

Top Hashtags in Tweet in G6:
[14] coronavirus
[5] vaccine
[5] covid19
[3] thanksgiving
[2] mentalhealth
[2] climatechange
[2] hiphop
[2] chess
[2] keepitintheground
[2] greennewdeal

Top Hashtags in Tweet in G8:
[12] nos386
[11] s386outsourcingbill
[7] whattowatch
[4] gothamawards
[4] bestdocumentary
[4] ourtimemachine
[2] asampbs
[2] asamcreatorrollcall
[1] fakenews

Top Hashtags in Tweet in G9:
[2] julietellis
[1] corruptkellys
[1] whoismc
[1] constitution
[1] farmersprotest

Top Hashtags in Tweet in G10:
[3] wpa
[3] greennewdeal
[3] justrecovery
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[1597] mindshiftkqed
[1526] kqed
[742] students
[613] kqednews
[588] kids
[495] california
[471] people
[435] make
[431] more
[398] health

Top Words in Tweet in G1:
[1511] mindshiftkqed
[459] students
[317] kids
[282] brain
[269] math
[254] many
[214] teachers
[182] study
[171] make
[170] learning

Top Words in Tweet in G2:
[674] kqed
[184] bay
[167] california
[148] area
[142] people
[132] kqednews
[105] year
[104] thebaykqed
[99] years
[93] nurses

Top Words in Tweet in G3:
[139] kqed
[91] students
[83] help
[69] school
[58] friendships
[55] teachers
[55] mindshift
[50] more
[50] during
[50] learning

Top Words in Tweet in G4:
[384] kqednews
[142] california
[98] over
[97] fitzthereporter
[97] kqed
[91] officials
[88] bay
[83] season
[82] prison
[78] area

Top Words in Tweet in G5:
[183] kqedarts
[136] kqed
[94] students
[91] kqededspace
[90] community
[58] media
[56] artists
[55] san
[55] abdulalimjemal
[52] more

Top Words in Tweet in G6:
[94] program
[93] kqed
[83] 1b
[69] kqedforum
[60] air
[58] kqednews
[57] biden
[49] kqedscience
[45] ustechworkers
[37] pandemic

Top Words in Tweet in G7:
[233] content
[233] knowledge
[116] kids
[115] think
[115] critically
[115] first
[115] make
[115] sure
[115] fundamental
[114] p_a_kirschner

Top Words in Tweet in G8:
[36] kqed
[19] nytimes
[19] workers
[15] indian
[14] outsourcing
[14] work
[13] skilled
[13] firms
[12] #nos386
[12] india

Top Words in Tweet in G9:
[33] kqed
[21] msnbc
[17] nbcbayarea
[13] sfchronicle
[12] sfwater
[10] sfexaminer
[10] dominicfracassa
[10] themarinatimes
[9] usao_ndca
[8] fbisanfrancisco

Top Words in Tweet in G10:
[67] edyong209
[63] interview
[62] recent
[61] health
[61] workers
[60] care
[60] great
[59] here's
[59] hour
[59] long

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[318] bay,area
[241] content,knowledge
[217] covid,19
[198] san,francisco
[185] mindshiftkqed,many
[178] mental,health
[149] many,students
[130] heavy,amounts
[123] make,sure
[122] mindshiftkqed,human

Top Word Pairs in Tweet in G1:
[182] mindshiftkqed,many
[146] many,students
[122] heavy,amounts
[120] mental,health
[120] mindshiftkqed,human
[108] having,one
[108] one,friend
[108] friend,make
[108] make,big
[108] big,difference

Top Word Pairs in Tweet in G2:
[147] bay,area
[65] san,francisco
[51] 15,people
[51] project,roomkey
[48] roomkey,hotels
[48] permanent,housing
[46] filipino,nurses
[45] nurses,make
[45] make,nurses
[45] nurses,third

Top Word Pairs in Tweet in G3:
[54] help,students
[51] school,friendships
[29] friendships,online
[28] tips,cultivating
[28] cultivating,healthy
[28] healthy,school
[27] mindshift,kqed
[26] covid,19
[26] students,teachers
[25] pre,dawn

Top Word Pairs in Tweet in G4:
[78] bay,area
[73] prison,officials
[66] incarcerated,firefighter
[66] firefighter,fought
[66] fought,six
[66] six,major
[66] major,wildfires
[66] wildfires,california
[66] california,season
[66] season,prison

Top Word Pairs in Tweet in G5:
[46] san,francisco
[41] eritrean,community
[41] community,south
[41] south,berkeley
[38] bay,area
[32] muslim,eritrean
[30] spirit,deal
[26] kqedarts,spirit
[26] workshop,12
[24] video,projects

Top Word Pairs in Tweet in G6:
[33] 1b,visa
[31] facts,1b
[31] visa,program
[31] program,cheap
[31] cheap,labor
[31] labor,program
[31] program,masquerading
[31] program,majority
[30] ustechworkers,facts
[29] bay,area

Top Word Pairs in Tweet in G7:
[233] content,knowledge
[115] kids,think
[115] think,critically
[115] critically,first
[115] first,make
[115] make,sure
[115] sure,fundamental
[115] fundamental,content
[115] knowledge,content
[114] p_a_kirschner,kids

Top Word Pairs in Tweet in G8:
[9] skilled,workers
[8] krcbfmradio91,kqed
[7] beautiful,nytimes
[7] nytimes,lovely
[7] lovely,touching
[7] touching,kqed
[7] honyocker,npr
[7] npr,upfirst
[7] upfirst,mikiebarb
[7] mikiebarb,nytimes

Top Word Pairs in Tweet in G9:
[9] sfchronicle,dominicfracassa
[8] dominicfracassa,usao_ndca
[8] nbcbayarea,kpixtv
[7] cnn,cnnbrk
[7] cnnbrk,cnni
[7] kpixtv,ktvu
[7] kcbsradio,kgodesk
[7] mindshiftkqed,kqed
[6] sfexaminer,sfwater
[6] sfwater,sfchronicle

Top Word Pairs in Tweet in G10:
[60] health,care
[60] care,workers
[59] here's,hour
[59] hour,long
[59] long,interview
[59] interview,recent
[59] recent,stories
[59] stories,health
[59] workers,burning
[59] burning,great

Top Replied-To
Top Replied-To in Entire Graph:
@kqed
@mindshiftkqed
@avatarmax123
@solarelectrics
@kqedsashakhokha
@linshannonlin
@u_ramakrishnan
@peacheschrist
@senrickscott
@kqedforum

Top Replied-To in G1:
@mindshiftkqed
@pfagell

Top Replied-To in G2:
@kqed
@kqedsashakhokha
@linshannonlin
@u_ramakrishnan
@bob_wachter
@danbrekke
@civildiscourse7
@npr
@cristalpanther
@peterrabbit67

Top Replied-To in G3:

Top Replied-To in G4:
@avatarmax123
@solarelectrics
@fitzthereporter
@kqed
@sfshag
@speedyveez
@anjin1865
@kqedforum
@skttrbrain
@littlelast

Top Replied-To in G5:
@peacheschrist
@kqed
@alikat747
@johnmuirproject
@kqededspace
@metraux_julia
@seywarddarby
@robinjm
@londonbreed
@kqedarts

Top Replied-To in G6:
@kqed
@kqedforum
@jbrooksfoy
@berningman16
@hiphopchess
@amyottinger415
@factchecker23
@ceritaambar
@rokhanna
@francis_lam

Top Replied-To in G8:
@senrickscott
@senatordurbin
@dickdurbin
@tim_cook
@honyocker
@latimes
@buckaroosamurai
@eyedhexe
@sentedcruz
@michellemalkin

Top Replied-To in G9:
@nbcjoshua
@chriscuomo
@majorgauravarya
@netfire4
@raised_sf
@themarinatimes
@michelletandler
@nbcbayarea
@cnn
@coasttocoastam

Top Mentioned
Top Mentioned in Entire Graph:
@mindshiftkqed
@kqed
@kqednews
@kqedarts
@thebaykqed
@fitzthereporter
@kqedforum
@p_a_kirschner
@nenagerman

Top Mentioned in G1:
@mindshiftkqed
@nenagerman
@pfagell
@pauldarvasi
@karanewhouse
@gailcornwall
@kqed
@fink_girl
@hlfinc

Top Mentioned in G2:
@kqed
@kqednews
@thebaykqed
@e_baldi
@npr
@bob_wachter
@kqedforum
@solomonout
@notoriousecg
@kqedsashakhokha

Top Mentioned in G3:
@literarymaven
@clevelandheston
@jmbergie
@sfwchange
@nasrene41
@wwalkerww
@kim4thekids
@2e_learning
@juancasadoo

Top Mentioned in G4:
@kqednews
@fitzthereporter
@kqed
@speakerpelosi
@senschumer
@thedemocrats
@housedemocrats
@sfmta_muni
@calnurses
@kqedarts

Top Mentioned in G5:
@kqedarts
@kqed
@kqededspace
@abdulalimjemal
@pbs
@ogpenn
@everything_brnd
@pbsds
@londonbreed
@ybca

Top Mentioned in G6:
@kqedforum
@kqednews
@kqed
@kqedscience
@ustechworkers
@joebiden
@samwharnett
@ronhira
@starkkev
@lesleywmcclurg

Top Mentioned in G7:
@p_a_kirschner
@rastokke
@mindshiftkqed

Top Mentioned in G8:
@kqed
@nytimes
@npr
@upfirst
@mikiebarb
@krcbfmradio91
@soljourno
@timemachinefilm
@simonostrovsky
@airtalk

Top Mentioned in G9:
@kqed
@msnbc
@nbcbayarea
@sfchronicle
@sfexaminer
@sfwater
@dominicfracassa
@usao_ndca
@fbisanfrancisco
@kpixtv

Top Mentioned in G10:
@edyong209
@kqed
@kqednews
@carrie_byington
@vscooper
@kqedarts
@tao_the_gnd
@kqedforum
@unmccon

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@solutioneer72
@rjber15
@thereal_rebel
@iam__network
@homegypsy
@gojira007x
@kenkircher1
@lechatnoire4
@dgendvil

Top Tweeters in G1:
@gojira007x
@netminnow
@illathhassan
@juandoming
@southerngemgal
@dvanhook822
@bar_zie
@blerdmommy
@pkanagaratnam
@astoldby_shy

Top Tweeters in G2:
@solutioneer72
@lizditz
@iveyjanette_207
@kimvie
@cotey_mary
@estarianne
@yayayarndiva
@barbiewithatude
@laurendownsouth
@xhertx

Top Tweeters in G3:
@iam__network
@tobesafensound
@sciseekfeed
@hntweets
@sharon_smith_1
@nasrene41
@jimmyroybloom
@jrehnj
@angsuman
@jasonmhouck

Top Tweeters in G4:
@rjber15
@tadrow
@tiniskwerl
@anthropic
@kimpy123
@80sbabeeangel
@neilyoungsaveus
@veggie64_leslie
@stfuimtweetn0_o
@shyduroff

Top Tweeters in G5:
@tigerbeat
@wismiss3
@artallks
@ae4ca
@alikat747
@dmellieon
@usmanmu79813
@komiska
@heatherj750
@flipgrid

Top Tweeters in G6:
@jurylady5
@dgendvil
@cblazblaz
@fieldroamer
@mark_kawada
@shell_loyd
@daniellegembala
@crawlieswithcri
@davidbflower
@tivon

Top Tweeters in G7:
@btkrth
@drpaulitious
@tombennett71
@mrdissent
@markedeschaine
@tweetinchar
@ensermark
@guywwallace
@benwilbrink
@johnwilkinspsyc

Top Tweeters in G8:
@thehill
@thr
@foxnews
@nytimes
@cnbc
@cnn
@wsj
@abcnews
@nbcnews
@cbsnews

Top Tweeters in G9:
@abc7newsbayarea
@nbcbayarea
@republic
@ktvu
@cnni
@msnbc
@nymag
@kpixtv
@sfchronicle
@simmiahuja_

Top Tweeters in G10:
@thereal_rebel
@ctrentham88
@jchrispires
@doctorscience
@nikroybal
@musichistorylaw
@quitenonplussed
@kempo50
@_katiesaurus_
@jacoker2


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