Datasets:

williambrach
/

bratislava-coffee-busyness-test

timestamp timestamp[ns]date 2026-01-04 12:00:00 2026-04-10 23:29:59	name stringclasses 31 values	current_busyness int64 0 100 ⌀	usually_busyness int64 1 100 ⌀
2026-01-04T12:00:00.614000	Rano	0	53
2026-01-04T12:00:00.614000	oproti	0	93
2026-01-04T12:00:00.614000	grão	7	86
2026-01-04T12:00:00.614000	Bufet ŽUFET	null	null
2026-01-04T12:00:00.614000	Kávička u Janíčka - Kamzík	null	null
2026-01-04T12:00:00.614000	Michelle Cafe Bratislava	20	67
2026-01-04T12:00:00.614000	Triple five coffee roasters - Račianska	2	67
2026-01-04T12:00:00.614000	Bistro Háj	100	48
2026-01-04T12:00:00.614000	Tout	2	33
2026-01-04T12:00:00.614000	OST BLOCK - Vydrica	100	36
2026-01-04T12:00:00.614000	Jungle Blumental	null	null
2026-01-04T12:00:00.614000	ROH	null	null
2026-01-04T12:00:00.614000	Hrncheck	null	null
2026-01-04T12:00:00.614000	6:57a.m.	81	55
2026-01-04T12:00:00.614000	SOREN	64	81
2026-01-04T12:00:00.614000	Sweet Beans Coffee Roastery	0	46
2026-01-04T12:00:00.614000	Mandľa	0	54
2026-01-04T12:00:00.614000	Emil	27	82
2026-01-04T12:00:00.614000	Jungle - Sky Park	100	77
2026-01-04T12:00:00.614000	Čiary	null	null
2026-01-04T12:00:00.614000	black.	2	44
2026-01-04T12:00:00.614000	MONO café	null	null
2026-01-04T12:00:00.614000	Brew Bar Cafe	null	null
2026-01-04T12:00:00.614000	Kaviareň Goriffee - Košická	60	81
2026-01-04T12:00:00.614000	Good Times coffee roasters	null	null
2026-01-04T12:00:00.614000	Triple five coffee roasters	0	36
2026-01-04T12:00:00.614000	Blue Mondays Coffee Roasters	44	81
2026-01-04T12:00:00.614000	OST BLOCK	0	69
2026-01-04T12:00:00.614000	Temný OST BLOCK	57	9
2026-01-04T12:00:00.614000	Kaviareň Vták	0	100
2026-01-04T12:00:00.614000	Baryk	12	47
2026-01-04T12:30:00.351000	Rano	0	53
2026-01-04T12:30:00.351000	oproti	0	93
2026-01-04T12:30:00.351000	grão	7	86
2026-01-04T12:30:00.351000	Bufet ŽUFET	null	null
2026-01-04T12:30:00.351000	Kávička u Janíčka - Kamzík	null	null
2026-01-04T12:30:00.351000	Michelle Cafe Bratislava	91	67
2026-01-04T12:30:00.351000	Triple five coffee roasters - Račianska	2	67
2026-01-04T12:30:00.351000	Bistro Háj	100	48
2026-01-04T12:30:00.351000	Tout	2	33
2026-01-04T12:30:00.351000	OST BLOCK - Vydrica	100	36
2026-01-04T12:30:00.351000	Jungle Blumental	null	null
2026-01-04T12:30:00.351000	ROH	null	null
2026-01-04T12:30:00.351000	Hrncheck	null	null
2026-01-04T12:30:00.351000	6:57a.m.	17	55
2026-01-04T12:30:00.351000	SOREN	64	81
2026-01-04T12:30:00.351000	Sweet Beans Coffee Roastery	0	46
2026-01-04T12:30:00.351000	Mandľa	0	54
2026-01-04T12:30:00.351000	Emil	27	82
2026-01-04T12:30:00.351000	Jungle - Sky Park	0	77
2026-01-04T12:30:00.351000	Čiary	null	null
2026-01-04T12:30:00.351000	black.	61	44
2026-01-04T12:30:00.351000	MONO café	null	null
2026-01-04T12:30:00.351000	Brew Bar Cafe	null	null
2026-01-04T12:30:00.351000	Kaviareň Goriffee - Košická	60	81
2026-01-04T12:30:00.351000	Good Times coffee roasters	null	null
2026-01-04T12:30:00.351000	Triple five coffee roasters	0	36
2026-01-04T12:30:00.351000	Blue Mondays Coffee Roasters	30	81
2026-01-04T12:30:00.351000	OST BLOCK	52	69
2026-01-04T12:30:00.351000	Temný OST BLOCK	57	9
2026-01-04T12:30:00.351000	Kaviareň Vták	0	100
2026-01-04T12:30:00.351000	Baryk	2	47
2026-01-04T13:00:00.366000	Rano	31	38
2026-01-04T13:00:00.366000	oproti	34	86
2026-01-04T13:00:00.366000	grão	100	86
2026-01-04T13:00:00.366000	Bufet ŽUFET	null	null
2026-01-04T13:00:00.366000	Kávička u Janíčka - Kamzík	null	null
2026-01-04T13:00:00.366000	Michelle Cafe Bratislava	90	52
2026-01-04T13:00:00.366000	Triple five coffee roasters - Račianska	0	70
2026-01-04T13:00:00.366000	Bistro Háj	100	46
2026-01-04T13:00:00.366000	Tout	97	40
2026-01-04T13:00:00.366000	OST BLOCK - Vydrica	11	59
2026-01-04T13:00:00.366000	Jungle Blumental	null	null
2026-01-04T13:00:00.366000	ROH	null	null
2026-01-04T13:00:00.366000	Hrncheck	null	null
2026-01-04T13:00:00.366000	6:57a.m.	24	64
2026-01-04T13:00:00.366000	SOREN	100	85
2026-01-04T13:00:00.366000	Sweet Beans Coffee Roastery	null	null
2026-01-04T13:00:00.366000	Mandľa	0	50
2026-01-04T13:00:00.366000	Emil	3	76
2026-01-04T13:00:00.366000	Jungle - Sky Park	4	54
2026-01-04T13:00:00.366000	Čiary	null	null
2026-01-04T13:00:00.366000	black.	60	51
2026-01-04T13:00:00.366000	MONO café	null	null
2026-01-04T13:00:00.366000	Brew Bar Cafe	null	null
2026-01-04T13:00:00.366000	Kaviareň Goriffee - Košická	45	76
2026-01-04T13:00:00.366000	Good Times coffee roasters	null	null
2026-01-04T13:00:00.366000	Triple five coffee roasters	3	47
2026-01-04T13:00:00.366000	Blue Mondays Coffee Roasters	44	90
2026-01-04T13:00:00.366000	OST BLOCK	8	80
2026-01-04T13:00:00.366000	Temný OST BLOCK	8	11
2026-01-04T13:00:00.366000	Kaviareň Vták	null	null
2026-01-04T13:00:00.366000	Baryk	60	63
2026-01-04T13:30:00.331000	Rano	52	38
2026-01-04T13:30:00.331000	oproti	34	86
2026-01-04T13:30:00.331000	grão	71	86
2026-01-04T13:30:00.331000	Bufet ŽUFET	null	null
2026-01-04T13:30:00.331000	Kávička u Janíčka - Kamzík	null	null
2026-01-04T13:30:00.331000	Michelle Cafe Bratislava	90	52
2026-01-04T13:30:00.331000	Triple five coffee roasters - Račianska	100	70

End of preview. Expand in Data Studio

Bratislava Coffee Busyness Dataset

Real-time and typical busyness data for coffee shops in Bratislava, Slovakia. Data is scraped from Google Maps "Popular Times" every 30 minutes.

Weekly Hype Leaderboard - Last update : 2026-04-11 00:00 UTC

Week: 2026-04-06 to 2026-04-12
Hours: 6:00 - 17:59 only

Rank	Name	Hype Index	Gap	Ratio
1	Temný OST BLOCK	+65%	+10.5	1.76x
2	OST BLOCK	+30%	-6.3	1.05x
3	Bufet ŽUFET	+30%	-1.8	1.02x
4	Bistro Háj	+23%	-2.3	1.04x
5	Mandľa	+22%	-17.2	1.07x
6	Baryk	+16%	-6.6	0.92x
7	Triple five coffee roasters - Račianska	+14%	-6.7	0.97x
8	oproti	+8%	-14.2	0.80x
9	grão	+7%	-12.9	0.88x
10	ROH	+5%	-17.4	0.85x
11	Blue Mondays Coffee Roasters	+4%	-15.6	0.81x
12	SOREN	+4%	-13.0	0.84x
13	Tout	-2%	-13.7	0.89x
14	black.	-5%	-21.0	0.73x
15	Emil	-11%	-15.7	0.65x
16	Kaviareň Goriffee - Košická	-11%	-18.7	0.70x
17	Jungle - Sky Park	-11%	-18.2	0.66x
18	Rano	-13%	-23.5	0.69x
19	Kaviareň Vták	-15%	-21.1	0.65x
20	Michelle Cafe Bratislava	-22%	-17.6	0.63x
21	Triple five coffee roasters	-23%	-24.9	0.65x
22	OST BLOCK - Vydrica	-24%	-26.4	0.58x
23	6:57a.m.	-27%	-23.1	0.56x
24	Sweet Beans Coffee Roastery	-39%	-36.4	0.46x

Coffee Shops

Active Shops (with data)

6:57a.m.
Baryk
Bistro Háj
Blue Mondays Coffee Roasters
Bufet ŽUFET
Emil
Jungle - Sky Park
Kaviareň Goriffee - Košická
Kaviareň Vták
Mandľa
Michelle Cafe Bratislava
OST BLOCK
OST BLOCK - Vydrica
ROH
Rano
SOREN
Sweet Beans Coffee Roastery
Temný OST BLOCK
Tout
Triple five coffee roasters
Triple five coffee roasters - Račianska
black.
grão
oproti

Unavailable Shops (Google Maps incompatible)

Brew Bar Cafe
Good Times coffee roasters
Hrncheck
Jungle Blumental
Kávička u Janíčka - Kamzík
MONO café
Čiary

Metrics

Hype index

Measures how much a coffee shop outperforms (or underperforms) the city average at the same time. A coffee shop with +20% hype is doing 20% better than Bratislava's average coffee shop right now.

Formula: hype_index = avg[ (current / usually) / market_avg ] per hour, averaged over the week

Gap

Absolute difference between actual and predicted busyness. Positive means busier than Google predicted; negative means quieter.

Formula: gap = avg(current - usually) over the week

Ratio

Relative busyness compared to the shop's own typical levels. A ratio of 1.5x means the shop is 50% busier than its usual baseline.

Formula: ratio = avg(current / usually) over the week

Data Collection

Source: Google Maps "Popular Times" feature
Method: Headless Chrome browser automation via pydoll
Frequency: Every 30 minutes

Column	Description
`timestamp`	ISO 8601 timestamp of the observation
`name`	Name of the coffee shop
`current_busyness`	Current busyness percentage (0-100), empty if unavailable
`usually_busyness`	Typical busyness for this time (0-100), empty if unavailable

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