Sample data. These scores are illustrative placeholders, not real measurements — live scores arrive when the data pipeline runs.
Where Bakersfield lands on the scale
Every city is graded on the same 0–100 Fun Score, split into five bands from quiet to exceptional — here is where Bakersfield sits.
How the Fun Score adds up
The Fun Score is one number with two halves — 16 things that make Bakersfield fun, minus 7 that wear it down. Here is the arithmetic.
16 things that lift the score, blended onto 0–100
7 things that wear it down, blended onto 0–100
- Fun factors lift it
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- Drawbacks pull it down
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- Raw composite
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- Fun Score placed on the published 0–100 scale
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Only 40% of the drawback total is subtracted — even a great city can carry a few flaws. Every factor below spells its contribution out as an equation — score times weight. Those 23 contributions are the building blocks behind the two totals above (each is rounded for display).
The Fun breakdown
Every factor is scored 0–100 against the other cities in the index.
Bakersfield's strongest factors are Higher Education, Climate and Walkability. Its heaviest drawbacks are Going-Out Cost, Air Quality and Disaster Risk.
On every bar, the marker shows the typical city — the median score across the whole index.
What lifts the score
- Eats –
Restaurants, food halls and the depth of the dining scene.
Measured from OpenStreetMap restaurant counts, with Google Places ratings adjusting for venue quality.
- Drinks –
Bars, breweries, cocktail rooms and the nightlife spread.
Measured from OpenStreetMap bars, pubs, nightclubs and craft breweries/distilleries, with Google Places ratings adjusting for venue quality.
- Coffee –
Cafés and the strength of the third-place coffee culture.
Measured from OpenStreetMap café counts, with Google Places ratings adjusting for venue quality.
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Music venues and how often live shows actually happen.
Measured from Ticketmaster and SeatGeek show listings, plus OpenStreetMap music venues.
-
Notable people the city is known for, plus headliner acts that tour through.
Measured from SeatGeek headliner popularity and Wikidata notable residents (rank-blended).
- Outdoors –
Parks, beaches and easy access to nature.
Measured from OpenStreetMap parks, nature reserves, playgrounds and beaches, plus National Park Service units and Recreation.gov federal facilities.
- Culture –
Museums, theatres, galleries and arts institutions.
Measured from OpenStreetMap museums, galleries and theatres plus geo-tagged Wikipedia landmarks, with Google Places ratings adjusting for venue quality.
- Events –
Festivals, fairs and a packed year-round events calendar.
Measured from Ticketmaster and SeatGeek festivals, fairs and ticketed events.
- Sports –
Pro and college teams and the game-day energy around them.
Measured from Ticketmaster and SeatGeek pro and college games, plus OpenStreetMap stadiums, sports centres and fitness centres.
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Escape rooms, arcades, trampoline parks and karaoke spots.
Measured from OpenStreetMap escape rooms, arcades, trampoline parks and karaoke venues, with Google Places ratings adjusting for venue quality.
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How much the city is talked about and searched for — news and search attention.
Measured from GDELT news tone and Google Trends search interest (each percentile-ranked, then averaged).
- Climate –
How often the weather is good enough to get outside.
Measured from NOAA climate normals — counts of comfortable days.
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How well a person without a car can move around the city.
Measured from GTFS schedules via Transit.land, the Federal Transit Administration National Transit Database and US Census ACS B08301 commuter mode share.
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Density of fun within walking distance — sidewalks, intersections, mixed-use blocks.
Measured from EPA National Walkability Index (block-group resolution, population-weighted to the city).
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Density of college and university students — the engine behind a college town.
Measured from NCES Integrated Postsecondary Education Data System (IPEDS) full-time-equivalent enrollment and US Census ACS age cohort data.
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Protected bike lanes and a working public bikeshare system.
Measured from OpenStreetMap protected cycleway segments and the MobilityData GBFS bikeshare-feed catalog.
What weighs it down
- Crime –
Reported violent and property crime rates.
Measured from FBI Crime Data Explorer and city open-data crime portals.
- Traffic –
Congestion and the time lost to commuting.
Measured from US Census commute-time data (ACS).
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Recent particulate matter and ozone levels — a trailing-week air-quality average.
Measured from EPA AirNow and OpenAQ pollution readings (seven-day trailing average).
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Exposure to natural hazards and severe events.
Measured from FEMA National Risk Index.
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Punishing heat, cold and storm extremes.
Measured from NOAA Storm Events and climate-extremes data.
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Cost of living and housing pressure on residents.
Measured from Bureau of Labor Statistics unemployment, HUD Fair Market Rent and US Census median income plus poverty rate.
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What a typical night out actually costs in this metro.
Measured from Bureau of Labor Statistics regional Consumer Price Index — food away from home, recreation services and transportation services.
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Cities like Bakersfield
The Bakersfield read Free
A written read on Bakersfield, grounded in the data
A plain-English analysis of why Bakersfield scores the way it does — its standout strengths, where it falls short, who it suits best, and the cities most like it. Every figure is drawn from the same 23 factors on this page: it narrates the measured data, it never invents a number.
Bakersfield, CA is a Quiet city with a Fun Score of 0, notable for its relatively strong showing in Higher Education.
Why it scores high
Bakersfield shows its strongest performance in areas related to daily living and academic opportunities. Its highest score is in Higher Education, with a score of 55, ranking it 61st nationally out of 134 cities. This suggests a notable presence of colleges and universities, contributing to the city's intellectual and social fabric.
The city also offers a comfortable living environment in terms of its weather. Climate scores 42, placing it 78th nationally. This indicates a good number of comfortable days throughout the year, which can positively impact outdoor activities and overall well-being. Adding to its livability, Bakersfield scores 41 for Walkability, tied for 79th nationally. This suggests that many areas within the city are accessible and pleasant to navigate on foot, making daily errands and local exploration more convenient.
Where it falls short
While Bakersfield has some strengths, it struggles significantly in areas related to nightlife and entertainment. The city's lowest score is in Drinks, with a score of just 1, ranking it 133rd out of 134 cities nationally. This indicates a very limited selection of bars, pubs, nightclubs, and craft beverage establishments, which might disappoint those looking for a vibrant evening scene.
The culinary scene also appears to be a challenge, with Eats scoring a low 5, tied for 127th nationally. This suggests that the city has a relatively small number of dining options, and those available may not always meet high quality expectations. Similarly, the Sports scene also scores 5, tied for 127th nationally, indicating limited opportunities for attending professional or college sporting events, or engaging in various sports activities.
Who it's for
Bakersfield is best suited for individuals who prioritize a quieter lifestyle, potentially with a focus on academic pursuits, and who don't rely heavily on a bustling nightlife or diverse entertainment options. It could appeal to students or those working in higher education, or residents who enjoy a walkable environment and a comfortable climate, provided they are not seeking a vibrant social scene or extensive dining and drinking choices.
Cities like it
- El Paso, TX is similar in its overall fun score and general profile.
- Fort Worth, TX shares some characteristics in its urban environment and lifestyle.
- Stockton, CA is another city that exhibits a comparable pattern in its fun factors.
Sources
- Bureau of Labor Statistics regional Consumer Price Index — food away from home, recreation services and transportation services
- Bureau of Labor Statistics unemployment, HUD Fair Market Rent and US Census median income plus poverty rate
- EPA AirNow and OpenAQ pollution readings (seven-day trailing average)
- EPA National Walkability Index (block-group resolution, population-weighted to the city)
- FBI Crime Data Explorer and city open-data crime portals
- FEMA National Risk Index
- GDELT news tone and Google Trends search interest (each percentile-ranked, then averaged)
- GTFS schedules via Transit.land, the Federal Transit Administration National Transit Database and US Census ACS B08301 commuter mode share
- NCES Integrated Postsecondary Education Data System (IPEDS) full-time-equivalent enrollment and US Census ACS age cohort data
- NOAA climate normals — counts of comfortable days
- NOAA Storm Events and climate-extremes data
- OpenStreetMap bars, pubs, nightclubs and craft breweries/distilleries, with Google Places ratings adjusting for venue quality
- OpenStreetMap café counts, with Google Places ratings adjusting for venue quality
- OpenStreetMap escape rooms, arcades, trampoline parks and karaoke venues, with Google Places ratings adjusting for venue quality
- OpenStreetMap museums, galleries and theatres plus geo-tagged Wikipedia landmarks, with Google Places ratings adjusting for venue quality
- OpenStreetMap parks, nature reserves, playgrounds and beaches, plus National Park Service units and Recreation.gov federal facilities
- OpenStreetMap protected cycleway segments and the MobilityData GBFS bikeshare-feed catalog
- OpenStreetMap restaurant counts, with Google Places ratings adjusting for venue quality
- SeatGeek headliner popularity and Wikidata notable residents (rank-blended)
- Ticketmaster and SeatGeek festivals, fairs and ticketed events
- Ticketmaster and SeatGeek pro and college games, plus OpenStreetMap stadiums, sports centres and fitness centres
- Ticketmaster and SeatGeek show listings, plus OpenStreetMap music venues
- US Census commute-time data (ACS)
This narrative is generated by AI from CityFunIndex's measured data. The Fun Scores, ranks and raw values are computed deterministically; the wording around them is the model's. Verify any figure against the linked city page.
Go deeper
Use the data
Bakersfield’s Fun Score and every factor score are available through the licensed CityFunIndex API — clean JSON, metered one call per city record, behind a paid key.
Cite this page
Paste-ready credit line for journalists, researchers and bloggers. Carries the score, the algorithm version and the canonical URL so readers can verify it themselves.
CityFunIndex Fun Score for Bakersfield, CA: 0/100 (v2.1.0-dev). https://cityfunindex.com/city/bakersfield-ca
Press, research and partnership enquiries: media kit · api@cityfunindex.com.