@SFMTA_Muni | Tweet Data Analysis

Overview

Tweets covering

9 days

Latest tweet was on

2023-03-30

Earliest tweet was on

2023-03-21

Total number of tweets analysed

1,248

Average age of authors' accounts

8 years

Types of Tweets

Number of Retweets

172

13% of total

Number of Original tweets

131

10% of total

Number of tweets that were Quotes

104

8% of total

Number of tweets that were Replies

938

75% of total

Number of tweets that contain Hashtags

63

5% of total

Number of tweets that contain Mentions

1,248

100% of total

Devices Used to Tweet

Top 5 Devices

Source	Count
Twitter for iPhone	533
Twitter Web App	435
Twitter for Android	221
Twitter for iPad	20
TweetDeck	14

Device Distribution

Top 10 Accounts by Followers

Username	Name	Bio	Followers count
KPIXtv	CBS News Bay Area	News, Sports, Weather, Traffic & the Best of the Bay Area. Tag your 📸 : #KPIX Download our app: Apple: https://t.co/Qzp5XUOA7p Android: https://t.co/ujRPcmwBR3	117,116
SF_emergency	San Francisco Department of Emergency Management	Official profile of the San Francisco Department of Emergency Management. Text your zip code to 888-777 to receive emergency alerts. #VaccinateSF #StayStrongSF	98,725
sfexaminer	SF Examiner	Ex marks the spot.	72,512
Cruise	cruise	A self-driving service designed for the cities we love. Hear more from our CEO @KVogt Sign up to take a ride: https://t.co/0AR74x7X3r	38,612
activeasian	Asian Crime Report	Asian Hate Crime reporters. Raising awareness of anti Asian violence and racism in 🇺🇸. Asian cultures and issues. SF Bay Area crime.	36,106
sfbike	SF Bicycle Coalition	Promoting transportation justice through bicycle advocacy and by reducing the barriers to biking. 🚲 🚌 🚸 Join the movement: https://t.co/mlkXCZtrE2	31,067
marinasmigielsk	Dr.Carol X Lunz PhD She/Him,GED Alumni,POC-Ally	Award Winning Forensic Diversity&Inclusion Expert✊🏻Retired Superintendent of WTG schools✊🏻Pending Co-Author of“Dismantling My Toxic Whiteness”commentary	29,718
SPUR_Urbanist	SPUR	Through research, education and advocacy, SPUR promotes good planning and good government in the San Francisco Bay Area. #blacklivesmatter	27,696
agarwal	Sachin Agarwal	I ❤️ San Francisco. Co-founder @GrowSF. Past: YC founder/CEO @posterous, engineer @apple, PM @twitter and @Lyft, @stanford. https://t.co/FhvwA9OzQK	27,570
RAILMag	RAIL Magazine	The most extensive coverage of North American passenger rail on Twitter and now also @[email protected]	22,539

Top 10 Accounts by Friends

Username	Name	Bio	Followers count
tigerbeat	Steve Rhodes	Photojournalist Also @tigerbeat @instagram Mastodon @[email protected] Don't embed my photos as tweets/Instagram Pay for my work DM or srhodes gmail	11,133
shaboom	Molly Gordon 🍎 healthcare for ALL	Cultivating wisdom; insisting on justice. FAFO my way to 🤩 Tough canary. Ecstatic cranky. Queer. #LongCovid #MECFS @[email protected]	10,243
RevengeBunny	DJ Rubiconski	Dedicated bearer of good news!	6,572
David_Ingram	David Ingram	Tech reporter for @NBCNews Digital. Tell me something I don't know (not sarcasm). Send tips via Signal: +1 202 604 4085	6,341
EddieKazels	Ezak177 🌊♻️🌎🍄🇺🇦🏳️‍🌈	Fully WOKE Progressive 💥 Health Care and Education are a right! #MedicareForAll #EndQualifedImmunity #Socialist #ClimateChange #BLM #ANTIFA	6,201
SF311	SF311	Call us anytime (24/7/365) 3-1-1 (for TTY, press 7) (415) 701-2311 https://t.co/HhKdKxGyF2	6,005
banasidhe	@[email protected]	-	5,784
TheMarinaTimes	The Marina Times 🌊🗞	Indie newspaper. Broke some corruption stories about City Hall. @DeanPreston tried to defund us. Tweets by @SusanDReynolds https://t.co/cxzRIb0eAB	5,708
DanicaA70317772	DotsConnect🇺🇦SaveUkraine🌻	spirit & mindfulness ♡ Evolve with Beautiful experiences, and a Loving Heart. 🗳💙2024 SAVE DEMOCRACY	5,614
adamse	Adam Seligman	VP Developer Experience, AWS	5,386

Most Active Users

Username	Bio	Number of tweets
ukgirlinsf	Interests: music, esp. 50s/60s. Interested in current affairs-domestic & international. Writer (Bear-ly There With Compass), Poet. Winnie the Pooh fan.	44
21five_public	Bi bi bi 🏳️‍🌈 he/him	34
SateleShan5	There is no emotion, there is peace.	32
aniccia	Better than a thousand hollow words, is one word that brings peace. Buddha	25
Jerold_Chinn	Reporter. 10+ years covering transportation in S.F. Born and raised in The City. (he/him) 📝 @sfbay and @InglesideLight. Email: [email protected].	18
KCBSAMFMTraffic	The Traffic Leader-KCBS. Traffic updates every 10 minutes on-the-8’s. All-News 106.9FM & AM740 @KCBSRadio. PhoneForce: (415) 391-KCBS. On Waze: KCBSWazeForce	17
JonathanCHerz	Born on the 21st of September, on the 160th anniversary of the Angel Moroni’s first visit to Joseph Smith. 9/21 9+2+1=12 160 1+6+0=7 Not a member	16
LocboyDave	Live streaming games PS5 & Xbox Series X and Gaming PC : NIVIDIA 3070 and AMD 6800 Red Dragon w/ Elgato 4k60 #NFT #DEGEN	12
chompalligator	Cosmic evolution. Sacred public libraries. Mythology. Joseph Campbell 🛸👽	11
citybjorn	-	10

Tweets Per Day

Top 10 Tweets by Retweets

ID	Text	Retweet count
1640018235214155777	A man riding on a Muni train in San Francisco last night. Is this appropriate? 🤦‍♀️@SFMTA_Muni This is why riders don’t like sitting on the seats or taking Muni unless …	113
1638406267646644224	More weather drama in my neighborhood. 2 driverless cars didnt detect 1) the caution tape blocking my street and 2) the down @SFMTA_Muni wires. Now theyre tangled up like flies …	76
1638371120956207106	We're so grateful for the awesome operators running @SFBART, @rideact, @SolTransRide and @SFMTA_Muni for helping get people where they needed to go while the Bay and the Bridge were having …	45
1638963325529911298	Why is the ⁦@SFMTA_Muni⁩ subsidizing an activist group? ⁦@jeffreytumlin⁩ https://t.co/Xr8FXMO5Cl	27
1638987401988280321	So apparently @SFMTA_Muni bus stops are are fine to use for Starbucks and conversation as long as you are SFPD? This is the scene daily at the bus stop in …	11
1640776921352142848	I'm moving soon, and it's wild that @SFMTA_Muni incentivizes double parking moving vans by charging $315 (PER LOCATION) for signage but only $112 for a ticket you only might get. …	9
1639364477660561408	I'm rooting for the Central Subway, but this matches my experience lately: 10-15 minute waits, broken escalators, and malfunctioning signs. @SFMTA_Muni needs to fix this. It cannot cut the ribbon …	8
1639093297162620933	Hey @SFMTA_Muni check out these awesome Slow Streets treatments! They actually work at preventing speeding 🤗 https://t.co/V9YHgKPyUw	7
1639032412708679683	Today ⁦@stanthonysf⁩ & the Tenderloin Community succeeded in the first step towards reimagining what their streets are for. It would never have happened without full community support. ⁦⁦@SundayStreets⁩ ⁦@Livablecity⁩ ⁦@SFMTA_Muni⁩ …	6
1640396746198220800	Some cities are figuring out their competitive advantage! Go San Diego! Tip @SFMTA_Muni @sfbos If folks want seas of car parking, America is literally paved with strip malls. We have …	6

Top 10 Tweets by Likes

ID	Text	Like count
1640018235214155777	A man riding on a Muni train in San Francisco last night. Is this appropriate? 🤦‍♀️@SFMTA_Muni This is why riders don’t like sitting on the seats or taking Muni unless …	588
1638406267646644224	More weather drama in my neighborhood. 2 driverless cars didnt detect 1) the caution tape blocking my street and 2) the down @SFMTA_Muni wires. Now theyre tangled up like flies …	352
1638371120956207106	We're so grateful for the awesome operators running @SFBART, @rideact, @SolTransRide and @SFMTA_Muni for helping get people where they needed to go while the Bay and the Bridge were having …	342
1640776921352142848	I'm moving soon, and it's wild that @SFMTA_Muni incentivizes double parking moving vans by charging $315 (PER LOCATION) for signage but only $112 for a ticket you only might get. …	176
1638987401988280321	So apparently @SFMTA_Muni bus stops are are fine to use for Starbucks and conversation as long as you are SFPD? This is the scene daily at the bus stop in …	161
1638963325529911298	Why is the ⁦@SFMTA_Muni⁩ subsidizing an activist group? ⁦@jeffreytumlin⁩ https://t.co/Xr8FXMO5Cl	125
1639364477660561408	I'm rooting for the Central Subway, but this matches my experience lately: 10-15 minute waits, broken escalators, and malfunctioning signs. @SFMTA_Muni needs to fix this. It cannot cut the ribbon …	112
1639093297162620933	Hey @SFMTA_Muni check out these awesome Slow Streets treatments! They actually work at preventing speeding 🤗 https://t.co/V9YHgKPyUw	90
1638343090309324800	@SFMTA_Muni @AnthonySnyder8 @KCGrock That doesn't mean drivers have the right to block intersections aka "block the box" for their self-important place in a vehicle queue that's going nowhere.	86
1640020233955192832	@activeasian @SFMTA_Muni We shouldn't have to live like this.	72

Top Languages Used

Top 10 Hashtags

Hashtag	Count
#sanfrancisco	9
#subwaysvc	5
#fmarket	4
#sffd	3
#jchurch	3
#centralsubway	3
#sfmuni	3
#stopasianhate	2
#cyclists	2
#dangerous	2

Top 10 Mentions

Mention	Count
@sfmta_muni	1,264
@activeasian	279
@kron4news	98
@jeffreytumlin	94
@sfgate	94
@nbcbayarea	94
@poprag	93
@realchrisjbeale	93
@jonathancherz	59
@londonbreed	50

Wordcloud of Tweets

Emoji Analysis

Average emojis per tweet:

14

Emojis Used

Emoji	Count	Emoji Text
😂	15	face_with_tears_of_joy
➡️	14	right_arrow
👏	12	clapping_hands
🤡	10	clown_face
🤦‍♀️	6	woman_facepalming
🚨	6	police_car_light
💯	6	hundred_points
🙏	5	folded_hands
🤣	5	rolling_on_the_floor_laughing
❤️	4	red_heart

Emoji Groups

Emoji Group	Count
Smileys & Emotion	90
People & Body	47
Travel & Places	23
Symbols	19
Activities	6
Animals & Nature	1
Objects	1

SFMTA_Muni - Tweet Data Analysis