Datasets:

CITTYJAMES
/

melbourne-cafes-restaurants-osm

city stringclasses 1 value	osm_id int64 26.6M 13.2B	type stringclasses 2 values	lat float64 -37.85 -37.79	lon float64 145 145	amenity stringclasses 2 values	name stringlengths 2 44	brand stringclasses 45 values	website stringlengths 18 124 ⌀	phone stringlengths 13 16 ⌀	opening_hours stringclasses 377 values	cuisine stringclasses 193 values	cuisine_primary stringclasses 82 values	addr_housenumber stringlengths 1 23 ⌀	addr_street stringclasses 235 values	addr_suburb stringclasses 19 values	addr_city float64	addr_state stringclasses 1 value	addr_postcode float64 3k 3.21k ⌀	address_full stringlengths 2 51 ⌀	internet_access stringclasses 3 values	outdoor_seating stringclasses 3 values	wheelchair stringclasses 4 values	brand_wikidata stringclasses 33 values	name_len int64 2 44	has_wifi bool 2 classes	has_outdoor bool 2 classes	is_accessible bool 2 classes	distance_to_cbd_km float64 0.02 3.5	desc stringlengths 3 104	text stringlengths 3 64
Melbourne	245,806,668	node	-37.801752	144.958316	cafe	Books n Bites Cafe	null	null	null	null	sandwich;cake;coffee_shop	sandwich	222	Pelham Street	null	null	null	null	222 Pelham Street	null	null	no	null	18	false	false	false	1.995	Books n Bites Cafe — cuisine=sandwich	Books n Bites Cafe — sandwich
Melbourne	328,112,497	node	-37.798946	144.978543	cafe	Stagger Lee's	null	null	null	Mo-Fr 07:00-16:00; Sa,Su 08:00-16:00	null	null	276	Brunswick Street	Fitzroy	null	VIC	3,065	276 Brunswick Street Fitzroy VIC 3065	null	null	null	null	13	false	false	false	2.375	Stagger Lee's	Stagger Lee's — Fitzroy
Melbourne	331,166,210	node	-37.797647	144.96725	cafe	Heartattack and Vine	null	https://www.heartattackandvine.com.au/	+61 3 9349 1891	Mo-Th 08:00-22:30; Fr-Sa 08:00-23:00; Su 08:00-15:00	null	null	329	Lygon Street	Carlton	null	VIC	3,053	329 Lygon Street Carlton VIC 3053	null	yes	null	null	20	false	true	false	2.297	Heartattack and Vine — outdoor=yes	Heartattack and Vine — Carlton
Melbourne	421,105,890	node	-37.809964	144.993991	cafe	Victoria Lounge	null	null	null	null	null	null	68	Victoria Street	Richmond	null	VIC	3,121	68 Victoria Street Richmond VIC 3121	null	null	null	null	15	false	false	false	2.538	Victoria Lounge	Victoria Lounge — Richmond
Melbourne	441,172,500	node	-37.819019	144.953659	cafe	Puzzle Coffee	null	https://degani.com.au/locations/southern-cross-station/	+61 3 9670 2897	Mo-Su 06:15-18:15	null	null	null	null	null	null	null	null	null	null	yes	null	null	13	false	true	false	1.183	Puzzle Coffee — outdoor=yes	Puzzle Coffee
Melbourne	443,539,673	node	-37.825209	144.994992	cafe	Cafe 117	null	null	null	null	null	null	117	Swan Street	Richmond	null	null	3,121	117 Swan Street Richmond 3121	null	null	null	null	8	false	false	false	2.568	Cafe 117	Cafe 117 — Richmond
Melbourne	457,302,467	node	-37.801428	144.958769	cafe	Cafe Commercio	null	https://cafecommercio.com.au/	+61 3 9348 2242	Mo-Fr 07:30-18:30	sandwich;cake;juice;coffee_shop;burger	sandwich	198	Berkeley Street	Carlton	null	VIC	3,053	198 Berkeley Street Carlton VIC 3053	wlan	yes	yes	null	14	true	true	true	2.014	Cafe Commercio — cuisine=sandwich — wifi=yes — outdoor=yes — wheelchair=yes	Cafe Commercio — sandwich — Carlton
Melbourne	457,308,112	node	-37.802835	144.959035	cafe	Seven Seeds	Seven Seeds	https://sevenseeds.com.au/	+61 3 9347 8664	Mo-Fr 07:00-17:00; Sa-Su 08:00-17:00	international	international	114	Berkeley Street	Carlton	null	VIC	3,053	114 Berkeley Street Carlton VIC 3053	null	yes	no	null	11	false	true	false	1.86	Seven Seeds — cuisine=international — outdoor=yes	Seven Seeds — international — Carlton
Melbourne	457,308,113	node	-37.802929	144.960286	cafe	Bar Scopa	null	https://www.instagram.com/explore/locations/23592469/bar-scopa/	null	Mo-Fr 07:30-18:00	null	null	127	Leicester Street	Carlton	null	VIC	3,053	127 Leicester Street Carlton VIC 3053	null	yes	yes	null	9	false	true	true	1.811	Bar Scopa — outdoor=yes — wheelchair=yes	Bar Scopa — Carlton
Melbourne	457,318,538	node	-37.802248	144.960167	cafe	Amicus Espresso	null	https://www.unimelb.edu.au/campustour/campus-information/food-and-retail-on-campus/parkville-campus/amicus-espresso	+61 402 440 858	Mo 07:30-15:30; Tu-Th 07:30-17:00; Fr 07:30-14:30	coffee_shop	coffee_shop	185	Pelham Street	Carlton	null	VIC	3,053	185 Pelham Street Carlton VIC 3053	wlan	yes	yes	null	15	true	true	true	1.886	Amicus Espresso — cuisine=coffee_shop — wifi=yes — outdoor=yes — wheelchair=yes	Amicus Espresso — coffee_shop — Carlton
Melbourne	458,702,508	node	-37.829628	144.975736	cafe	Jardin Tan	null	https://www.jardintan.com.au/	+61 3 9691 3878	null	null	null	null	Birdwood Avenue	null	null	null	null	Birdwood Avenue	null	yes	null	null	10	false	true	false	1.47	Jardin Tan — outdoor=yes	Jardin Tan
Melbourne	463,298,887	node	-37.832806	144.957455	cafe	Caffe Panette	null	null	null	null	null	null	144	Cecil Street	null	null	null	3,205	144 Cecil Street 3205	null	null	null	null	13	false	false	false	1.822	Caffe Panette	Caffe Panette
Melbourne	469,736,829	node	-37.821755	144.963959	cafe	The Bond Store	null	https://www.bondstorecafe.com/	+61 3 9686 9007	Mo-Fr 07:00-16:00; Sa 07:00-15:00; Su 08:00-15:00	deli	deli	1	Riverside Quay	null	null	null	null	1 Riverside Quay	null	null	null	null	14	false	false	false	0.473	The Bond Store — cuisine=deli	The Bond Store — deli
Melbourne	495,834,840	node	-37.798258	144.978926	cafe	Sir Charles	null	http://www.beansandbagels.com.au	+61 3 9417 0006	null	coffee_shop	coffee_shop	121	Johnston Street	null	null	null	null	121 Johnston Street	null	null	limited	null	11	false	false	false	2.459	Sir Charles — cuisine=coffee_shop	Sir Charles — coffee_shop
Melbourne	540,043,273	node	-37.798826	144.977144	cafe	Endis Café	null	null	+61 3 9041 4300	null	null	null	69	Victoria Street	null	null	null	null	69 Victoria Street	null	null	null	null	10	false	false	false	2.338	Endis Café	Endis Café
Melbourne	552,600,161	node	-37.799889	144.978373	cafe	Black Cat	null	https://www.blackcatfitzroy.com/	+61 3 9419 6230	Mo-Su 12:00+	null	null	252	Brunswick Street	null	null	null	null	252 Brunswick Street	null	yes	null	null	9	false	true	false	2.274	Black Cat — outdoor=yes	Black Cat
Melbourne	553,816,167	node	-37.827605	144.957822	cafe	Wild Bean Cafe	Wild Bean Cafe	https://www.bp.com.au	null	null	coffee_shop	coffee_shop	322	City Road	null	null	null	null	322 City Road	null	null	yes	Q61804826	14	false	false	true	1.317	Wild Bean Cafe — cuisine=coffee_shop — wheelchair=yes	Wild Bean Cafe — coffee_shop
Melbourne	570,616,542	node	-37.819146	144.955144	cafe	Espresso Bar International	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	yes	null	26	false	false	true	1.054	Espresso Bar International — wheelchair=yes	Espresso Bar International
Melbourne	572,770,761	node	-37.796901	144.982356	cafe	Min Lokal	null	null	+61 3 9417 0333	null	null	null	422	George Street	null	null	null	null	422 George Street	null	yes	null	null	9	false	true	false	2.731	Min Lokal — outdoor=yes	Min Lokal
Melbourne	578,393,370	node	-37.830547	144.969795	cafe	The Original Cafe	null	null	+61 3 9690 2441	null	null	null	23	Dorcas Street	null	null	null	null	23 Dorcas Street	null	yes	null	null	17	false	true	false	1.382	The Original Cafe — outdoor=yes	The Original Cafe
Melbourne	578,828,287	node	-37.831658	144.971069	cafe	Royal Domain Café	null	null	null	null	null	null	null	null	null	null	null	null	null	null	yes	null	null	17	false	true	false	1.526	Royal Domain Café — outdoor=yes	Royal Domain Café
Melbourne	578,829,102	node	-37.831544	144.971042	cafe	Dock Dot	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	8	false	false	false	1.513	Dock Dot	Dock Dot
Melbourne	578,895,443	node	-37.832072	144.969731	cafe	Bean Seen There	null	null	+61 3 9690 1692	null	null	null	194	Wells Street	null	null	null	null	194 Wells Street	null	yes	null	null	15	false	true	false	1.549	Bean Seen There — outdoor=yes	Bean Seen There
Melbourne	580,225,713	node	-37.83632	144.976226	cafe	Cafe Rosco	null	https://www.caferosco.com.au/	+61 3 9866 2280	null	null	null	407D	St Kilda Road	null	null	null	null	407D St Kilda Road	null	yes	null	null	10	false	true	false	2.158	Cafe Rosco — outdoor=yes	Cafe Rosco
Melbourne	582,778,609	node	-37.837184	144.967455	cafe	Mr Albert Eastern Cafe	null	null	+61 3 9690 2763	Mo-Su 07:00-16:00	null	null	196	Albert Road	null	null	null	null	196 Albert Road	null	null	null	null	22	false	false	false	2.1	Mr Albert Eastern Cafe	Mr Albert Eastern Cafe
Melbourne	582,845,533	node	-37.799284	144.978146	cafe	Le Gourmet Cakes	null	null	+61 3 9419 9753	Mo-Fr 06:30-18:00; Sa 07:30-18:00; Su 07:00-18:00	regional	regional	271	Brunswick Street	null	null	null	null	271 Brunswick Street	null	yes	no	null	16	false	true	false	2.327	Le Gourmet Cakes — cuisine=regional — outdoor=yes	Le Gourmet Cakes — regional
Melbourne	583,443,487	node	-37.832889	144.966769	cafe	Europa Coffee Drive Thru	null	https://www.bellabarista.com.au/	null	null	null	null	264	Kings Way	South Melbourne	null	null	3,205	264 Kings Way South Melbourne 3205	null	null	null	null	24	false	false	false	1.622	Europa Coffee Drive Thru	Europa Coffee Drive Thru — South Melbourne
Melbourne	583,444,563	node	-37.833474	144.963867	cafe	Light up Coffee	null	null	+61 3 9690 4861	null	coffee_shop	coffee_shop	237	Moray Street	South Melbourne	null	null	3,205	237 Moray Street South Melbourne 3205	null	null	null	null	15	false	false	false	1.711	Light up Coffee — cuisine=coffee_shop	Light up Coffee — coffee_shop — South Melbourne
Melbourne	583,475,151	node	-37.834416	144.960629	cafe	Emerald Hill Cafe	null	null	null	null	null	null	189	Bank Street	null	null	null	null	189 Bank Street	null	null	null	null	17	false	false	false	1.88	Emerald Hill Cafe	Emerald Hill Cafe
Melbourne	584,904,439	node	-37.79937	144.978491	cafe	Atomica Caffé	null	null	null	null	null	null	268	Brunswick Street	Fitzroy	null	null	3,065	268 Brunswick Street Fitzroy 3065	wlan	null	null	null	13	true	false	false	2.331	Atomica Caffé — wifi=yes	Atomica Caffé — Fitzroy
Melbourne	584,910,550	node	-37.800815	144.977868	cafe	Gutz	null	null	null	null	null	null	221	Brunswick Street	Fitzroy	null	null	3,065	221 Brunswick Street Fitzroy 3065	null	null	null	null	4	false	false	false	2.162	Gutz	Gutz — Fitzroy
Melbourne	588,178,507	node	-37.81668	144.95411	cafe	Langleys	null	http://langleyscafe.com.au	+61 3 9642 2822	null	null	null	670	Bourke Street	null	null	null	null	670 Bourke Street	null	null	null	null	8	false	false	false	1.155	Langleys	Langleys
Melbourne	588,369,614	node	-37.798223	144.976029	cafe	Houndstooth	null	null	null	null	null	null	36	Johnston Street	Fitzroy	null	null	3,065	36 Johnston Street Fitzroy 3065	null	null	null	null	11	false	false	false	2.366	Houndstooth	Houndstooth — Fitzroy
Melbourne	589,458,695	node	-37.835263	144.970542	cafe	Cafe Scene	null	null	null	null	null	null	88	Albert Road	null	null	null	null	88 Albert Road	null	null	null	null	10	false	false	false	1.91	Cafe Scene	Cafe Scene
Melbourne	592,643,659	node	-37.817871	144.965211	cafe	Fine Grind	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	10	false	false	false	0.173	Fine Grind	Fine Grind
Melbourne	592,841,894	node	-37.815995	144.969366	cafe	Two Fingers	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	11	false	false	false	0.325	Two Fingers	Two Fingers
Melbourne	595,482,856	node	-37.814286	144.966376	cafe	Brunetti Oro	null	null	null	null	null	null	140	Swanston Street	Melbourne	null	null	3,000	140 Swanston Street Melbourne 3000	null	null	null	null	12	false	false	false	0.451	Brunetti Oro	Brunetti Oro — Melbourne
Melbourne	595,561,852	node	-37.80604	144.973766	cafe	Garden View Cafe	null	null	+61 3 9417 2404	Mo-Fr 6:00-17:00	null	null	44	Nicholson Street	null	null	null	null	44 Nicholson Street	null	null	no	null	16	false	false	false	1.484	Garden View Cafe	Garden View Cafe
Melbourne	598,109,211	node	-37.798155	144.967886	cafe	Brunetti	null	http://www.brunetti.com.au/	+61 3 9347 2801	Mo-Su 06:00-23:00; Fr,Sa 06:00-24:00	null	null	380	Lygon Street	Carlton	null	null	3,053	380 Lygon Street Carlton 3053	null	null	yes	null	8	false	false	true	2.241	Brunetti — wheelchair=yes	Brunetti — Carlton
Melbourne	598,405,140	node	-37.814921	144.963671	cafe	No. 136 Coffee	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	yes	null	14	false	false	true	0.482	No. 136 Coffee — wheelchair=yes	No. 136 Coffee
Melbourne	598,405,141	node	-37.814992	144.963706	cafe	MilkSha	null	null	null	null	bubble_tea	bubble_tea	null	null	null	null	null	null	null	null	null	null	null	7	false	false	false	0.474	MilkSha — cuisine=bubble_tea	MilkSha — bubble_tea
Melbourne	599,174,626	node	-37.799731	144.978065	cafe	Alimentari	null	null	null	null	bakery	bakery	251	Brunswick Street	null	null	null	null	251 Brunswick Street	null	no	null	null	10	false	false	false	2.278	Alimentari — cuisine=bakery	Alimentari — bakery
Melbourne	600,643,786	node	-37.808354	144.973813	cafe	Cafe Ecco	null	https://cafeecco.com.au/	+61 3 9663 8800	null	null	null	6-8	Nicholson Street	null	null	null	null	6-8 Nicholson Street	null	yes	yes	null	9	false	true	true	1.253	Cafe Ecco — outdoor=yes — wheelchair=yes	Cafe Ecco
Melbourne	607,612,350	node	-37.813182	144.965246	cafe	Soul Cafe	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	9	false	false	false	0.592	Soul Cafe	Soul Cafe
Melbourne	608,998,276	node	-37.802175	144.978063	cafe	Newtown Social Club	null	null	null	null	null	null	180	Brunswick Street	null	null	null	null	180 Brunswick Street	null	null	null	null	19	false	false	false	2.035	Newtown Social Club	Newtown Social Club
Melbourne	612,771,032	node	-37.810099	144.972162	cafe	Hudsons Coffee	Hudsons Coffee	null	null	null	coffee_shop	coffee_shop	null	null	null	null	null	null	null	null	null	null	Q5929076	14	false	false	false	1.015	Hudsons Coffee — cuisine=coffee_shop	Hudsons Coffee — coffee_shop
Melbourne	613,219,009	node	-37.83917	144.941563	cafe	Glenda Pho Vietnamese Cuisine	null	null	+61 3 9646 5124	null	thai	thai	191	Bay Street	Port Melbourne	null	VIC	3,207	191 Bay Street Port Melbourne VIC 3207	null	yes	limited	null	29	false	true	false	3.227	Glenda Pho Vietnamese Cuisine — cuisine=thai — outdoor=yes	Glenda Pho Vietnamese Cuisine — thai — Port Melbourne
Melbourne	613,355,219	node	-37.837567	144.943089	cafe	The Port Bake House	null	null	+61 3 9645 3312	null	sandwich	sandwich	269	Bay Street	null	null	null	null	269 Bay Street	null	yes	yes	null	19	false	true	true	3.006	The Port Bake House — cuisine=sandwich — outdoor=yes — wheelchair=yes	The Port Bake House — sandwich
Melbourne	613,734,846	node	-37.830015	144.97036	cafe	Nashi	null	null	null	null	sandwich	sandwich	8	Dorcas Street	Southbank	null	null	3,006	8 Dorcas Street Southbank 3006	wlan	yes	null	null	5	true	true	false	1.334	Nashi — cuisine=sandwich — wifi=yes — outdoor=yes	Nashi — sandwich — Southbank
Melbourne	614,492,382	node	-37.814528	144.961567	cafe	Corner & Bench	null	null	+61 3 9602 4777	null	null	null	408	Bourke Street	Melbourne	null	null	3,000	408 Bourke Street Melbourne 3000	null	null	null	null	14	false	false	false	0.642	Corner & Bench	Corner & Bench — Melbourne
Melbourne	614,493,844	node	-37.814427	144.961528	cafe	Jeremy's Café	null	null	null	null	null	null	13	Hardware Lane	Melbourne	null	null	3,000	13 Hardware Lane Melbourne 3000	null	null	null	null	13	false	false	false	0.652	Jeremy's Café	Jeremy's Café — Melbourne
Melbourne	614,502,268	node	-37.813781	144.961398	cafe	Cafe all' Angelo	null	null	null	null	null	null	387	Little Bourke Street	Melbourne	null	null	3,000	387 Little Bourke Street Melbourne 3000	null	null	null	null	16	false	false	false	0.71	Cafe all' Angelo	Cafe all' Angelo — Melbourne
Melbourne	615,132,973	node	-37.799172	144.987502	cafe	Ladybird Café	null	null	null	Mo-Fr 7:00-16:00	null	null	72	Johnston Street	Collingwood	null	null	3,066	72 Johnston Street Collingwood 3066	null	yes	null	null	13	false	true	false	2.781	Ladybird Café — outdoor=yes	Ladybird Café — Collingwood
Melbourne	616,546,821	node	-37.811806	144.960346	cafe	Kerbside Caffe	null	null	null	null	null	null	Shop 3, 391	Little Lonsdale Street	Melbourne	null	null	3,000	Shop 3, 391 Little Lonsdale Street Melbourne 3000	null	null	null	null	14	false	false	false	0.935	Kerbside Caffe	Kerbside Caffe — Melbourne
Melbourne	616,583,020	node	-37.837463	144.943575	cafe	Boost Juice	Boost Juice	https://www.boostjuice.com.au/	+61 3 9646 7110	null	juice	juice	249	Bay Street	null	null	null	null	249 Bay Street	null	null	yes	Q4943789	11	false	false	true	2.968	Boost Juice — cuisine=juice — wheelchair=yes	Boost Juice — juice
Melbourne	616,589,909	node	-37.838979	144.94177	cafe	Grey & Bliss	null	https://www.greyandbliss.com.au/	+61 3 9646 9989	null	null	null	197	Bay Street	Port Melbourne	null	VIC	3,207	197 Bay Street Port Melbourne VIC 3207	null	null	yes	null	12	false	false	true	3.199	Grey & Bliss — wheelchair=yes	Grey & Bliss — Port Melbourne
Melbourne	616,962,659	node	-37.835446	144.945741	cafe	Chapel Bakery Cafè	null	null	null	null	coffee_shop	coffee_shop	369	Bay Street	null	null	null	3,207	369 Bay Street 3207	null	null	yes	null	18	false	false	true	2.675	Chapel Bakery Cafè — cuisine=coffee_shop — wheelchair=yes	Chapel Bakery Cafè — coffee_shop
Melbourne	617,439,485	node	-37.818494	144.959211	cafe	In A Rush Kitchen	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	17	false	false	false	0.693	In A Rush Kitchen	In A Rush Kitchen
Melbourne	617,863,414	node	-37.803547	144.983323	cafe	Stop 17	null	null	null	null	null	null	189	Smith Street	Fitzroy	null	null	3,065	189 Smith Street Fitzroy 3065	null	null	null	null	7	false	false	false	2.173	Stop 17	Stop 17 — Fitzroy
Melbourne	620,301,235	node	-37.797969	144.978388	cafe	Marios	null	https://marioscafe.com.au/	+61 3 9417 3343	Su-Th 08:00-22:00; Fr-Sa 08:00-22:30	italian	italian	303	Brunswick Street	Fitzroy	null	VIC	3,065	303 Brunswick Street Fitzroy VIC 3065	null	yes	null	null	6	false	true	false	2.469	Marios — cuisine=italian — outdoor=yes	Marios — italian — Fitzroy
Melbourne	621,531,633	node	-37.81472	144.958006	cafe	Tomm.	null	null	null	null	null	null	180	William Street	Melbourne	null	VIC	3,000	180 William Street Melbourne VIC 3000	null	null	null	null	5	false	false	false	0.893	Tomm.	Tomm. — Melbourne
Melbourne	622,821,208	node	-37.817074	144.954035	cafe	Chaf's Cafe	null	null	+61 3 9629 2296	null	null	null	669-671	Bourke Street	null	null	null	null	669-671 Bourke Street	null	null	null	null	11	false	false	false	1.156	Chaf's Cafe	Chaf's Cafe
Melbourne	629,536,328	node	-37.806186	144.98289	cafe	Burnside	null	null	+61 3 9416 1431	null	coffee_shop	coffee_shop	87a	Smith Street	null	null	null	null	87a Smith Street	null	null	null	null	8	false	false	false	1.934	Burnside — cuisine=coffee_shop	Burnside — coffee_shop
Melbourne	633,160,572	node	-37.802183	144.977611	cafe	Uptown Jazz Café	null	https://uptownjazzcafe.com/	+61 3 9416 4546	null	null	null	177	Brunswick Street	Fitzroy	null	null	3,065	177 Brunswick Street Fitzroy 3065	null	null	null	null	16	false	false	false	2.016	Uptown Jazz Café	Uptown Jazz Café — Fitzroy
Melbourne	633,912,823	node	-37.814938	144.957603	cafe	Laurent Boulangerie Patisserie	null	null	+61 3 9670 9779	null	french	french	null	null	null	null	null	null	null	null	null	yes	null	30	false	false	true	0.914	Laurent Boulangerie Patisserie — cuisine=french — wheelchair=yes	Laurent Boulangerie Patisserie — french
Melbourne	634,758,239	node	-37.813109	144.956791	cafe	Petty Sessions Cafe	null	null	null	null	null	null	255	William Street	null	null	null	3,000	255 William Street 3000	null	null	null	null	19	false	false	false	1.074	Petty Sessions Cafe	Petty Sessions Cafe
Melbourne	634,783,040	node	-37.814065	144.956701	cafe	Chintaroma	null	null	+61 3 9602 1925	Mo-Fr 6:00-16:00	null	null	555	Lonsdale Street	null	null	null	3,000	555 Lonsdale Street 3000	null	null	null	null	10	false	false	false	1.028	Chintaroma	Chintaroma
Melbourne	635,680,801	node	-37.812214	144.956019	cafe	Xtraction	null	null	+61 3 9642 2501	null	null	null	null	null	null	null	null	null	null	null	null	null	null	9	false	false	false	1.186	Xtraction	Xtraction
Melbourne	635,683,329	node	-37.812734	144.95659	cafe	Kaèfei	null	null	+61 3 9600 1588	null	null	null	null	null	null	null	null	null	null	null	null	null	null	6	false	false	false	1.111	Kaèfei	Kaèfei
Melbourne	642,333,245	node	-37.811722	144.971173	cafe	Pellegrini's	null	null	+61 3 9662 1885	null	null	null	66	Bourke Street	Melbourne	null	null	3,000	66 Bourke Street Melbourne 3000	null	null	null	null	12	false	false	false	0.814	Pellegrini's	Pellegrini's — Melbourne
Melbourne	652,315,780	node	-37.805909	144.977589	cafe	Auntie Mai's	null	null	+61 3 9417 2616	null	null	null	92	Gertrude Street	null	null	null	null	92 Gertrude Street	null	null	null	null	12	false	false	false	1.658	Auntie Mai's	Auntie Mai's
Melbourne	652,326,849	node	-37.80603	144.978664	cafe	Piadina Take Away	null	null	+61 3 9419 8819	Mo-Sa 11:00-20:00	null	null	130	Gertrude Street	null	null	null	null	130 Gertrude Street	null	null	null	null	17	false	false	false	1.701	Piadina Take Away	Piadina Take Away
Melbourne	652,343,381	node	-37.805572	144.976576	cafe	Radio	null	https://plus.google.com/115023802654698193151/about?gl=au&hl=en	null	null	null	null	79	Gertrude Street	Fitzroy	null	null	3,065	79 Gertrude Street Fitzroy 3065	null	yes	null	null	5	false	true	false	1.642	Radio — outdoor=yes	Radio — Fitzroy
Melbourne	652,352,680	node	-37.80547	144.975633	cafe	Caffettino	null	null	+61 3 9416 2228	null	null	null	43	Gertrude Street	null	null	null	null	43 Gertrude Street	null	null	null	null	10	false	false	false	1.612	Caffettino	Caffettino
Melbourne	654,002,323	node	-37.799531	144.988708	cafe	Brunches n Lunches	null	null	+61 3 9419 3139	Mo-Fr 7:00-17:00; Sa 8:00-14:00	null	null	119	Johnston Street	null	null	null	null	119 Johnston Street	null	null	null	null	18	false	false	false	2.821	Brunches n Lunches	Brunches n Lunches
Melbourne	654,502,795	node	-37.837392	144.993008	cafe	Outpost	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	7	false	false	false	3.112	Outpost	Outpost
Melbourne	659,626,271	node	-37.830973	144.964945	cafe	Koffee Kings	null	null	+61 3 9696 0841	null	null	null	222	Kings Way	null	null	null	null	222 Kings Way	null	null	null	null	12	false	false	false	1.422	Koffee Kings	Koffee Kings
Melbourne	660,024,090	node	-37.816288	144.955451	cafe	Brightside	null	null	null	Mo-Fr 07:00-14:00	null	null	null	null	null	null	null	null	null	null	null	null	null	10	false	false	false	1.047	Brightside	Brightside
Melbourne	660,478,011	node	-37.804766	144.983442	cafe	Nourish	null	https://eatnourish.com.au/collingwood	+61 3 9419 2006	Mo-Fr 07:30-16:00; Sa-Su 08:00-16:00	sushi;coffee_shop	sushi	118	Smith Street	Collingwood	null	null	3,066	118 Smith Street Collingwood 3066	null	null	yes	null	7	false	false	true	2.08	Nourish — cuisine=sushi — wheelchair=yes	Nourish — sushi — Collingwood
Melbourne	660,615,995	node	-37.803478	144.983263	cafe	Cafe Rosamond	null	null	+61 3 9419 2270	null	null	null	191	Smith Street	Fitzroy	null	null	3,065	191 Smith Street Fitzroy 3065	null	null	null	null	13	false	false	false	2.175	Cafe Rosamond	Cafe Rosamond — Fitzroy
Melbourne	663,504,008	node	-37.815207	144.972231	cafe	A Kiss Xpresso	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	14	false	false	false	0.567	A Kiss Xpresso	A Kiss Xpresso
Melbourne	663,542,561	node	-37.811838	144.972057	cafe	Lane's Edge	null	null	+61 3 9654 2409	null	null	null	39	Bourke Street	Melbourne	null	null	3,000	39 Bourke Street Melbourne 3000	null	yes	null	null	11	false	true	false	0.84	Lane's Edge — outdoor=yes	Lane's Edge — Melbourne
Melbourne	665,109,208	node	-37.798217	144.9758	cafe	Uncle & Jak	null	https://www.guitargallery.com.au/	null	null	null	null	30	Johnston Street	Fitzroy	null	null	3,065	30 Johnston Street Fitzroy 3065	null	null	no	null	11	false	false	false	2.36	Uncle & Jak	Uncle & Jak — Fitzroy
Melbourne	667,225,620	node	-37.815065	144.952021	cafe	Michel's Patisserie	Michel's Patisserie	https://www.michels.com.au/	null	null	coffee_shop	coffee_shop	null	null	null	null	null	null	null	null	null	null	Q6836235	19	false	false	false	1.373	Michel's Patisserie — cuisine=coffee_shop	Michel's Patisserie — coffee_shop
Melbourne	667,633,479	node	-37.821422	144.968849	cafe	Protagonist	null	null	null	null	null	null	100	St Kilda Road	null	null	null	null	100 St Kilda Road	null	yes	null	null	11	false	true	false	0.38	Protagonist — outdoor=yes	Protagonist
Melbourne	669,129,409	node	-37.809092	144.973293	cafe	Sir Osborn	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	limited	null	10	false	false	false	1.159	Sir Osborn	Sir Osborn
Melbourne	676,618,750	node	-37.805755	144.96638	cafe	Artee Cafe	null	null	+61 3 9663 6263	null	null	null	62	Lygon Street	null	null	null	null	62 Lygon Street	wlan	null	null	null	10	true	false	false	1.396	Artee Cafe — wifi=yes	Artee Cafe
Melbourne	678,340,951	node	-37.800777	144.965631	cafe	Shooter McGavin's	null	null	null	null	sandwich	sandwich	117	Grattan Street	Carlton	null	VIC	3,053	117 Grattan Street Carlton VIC 3053	null	null	yes	null	17	false	false	true	1.953	Shooter McGavin's — cuisine=sandwich — wheelchair=yes	Shooter McGavin's — sandwich — Carlton
Melbourne	679,022,408	node	-37.817772	144.968418	cafe	Time Out Cafe	null	null	null	null	null	null	null	null	null	null	null	null	null	null	yes	yes	null	13	false	true	true	0.13	Time Out Cafe — outdoor=yes — wheelchair=yes	Time Out Cafe
Melbourne	694,983,680	node	-37.834941	144.973595	cafe	Miss Ella Coffee Shop	null	null	+61 3 9866 1034	null	null	null	2	Bowen Crescent	null	null	null	null	2 Bowen Crescent	null	null	null	null	21	false	false	false	1.936	Miss Ella Coffee Shop	Miss Ella Coffee Shop
Melbourne	699,440,713	node	-37.7992	144.984395	cafe	The Alt Grill and Bar	null	null	+61 3 9417 4460	null	null	null	334	Smith Street	null	null	null	null	334 Smith Street	null	yes	null	null	21	false	true	false	2.611	The Alt Grill and Bar — outdoor=yes	The Alt Grill and Bar
Melbourne	706,906,468	node	-37.812532	144.973293	cafe	Café Excello	null	null	null	null	null	null	null	null	null	null	null	null	null	null	yes	yes	null	12	false	true	true	0.841	Café Excello — outdoor=yes — wheelchair=yes	Café Excello
Melbourne	706,916,611	node	-37.818122	144.967206	cafe	Coffee HQ	null	http://coffeehq.com.au	null	null	null	null	null	null	null	null	null	null	null	null	null	yes	null	9	false	false	true	0.022	Coffee HQ — wheelchair=yes	Coffee HQ
Melbourne	706,916,689	node	-37.818329	144.967288	cafe	Baguette	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	yes	null	8	false	false	true	0.017	Baguette — wheelchair=yes	Baguette
Melbourne	711,751,607	node	-37.811273	144.958762	cafe	Blaq	null	null	+61 3 9600 4282	null	null	null	365	La Trobe Street	null	null	null	null	365 La Trobe Street	null	null	null	null	4	false	false	false	1.071	Blaq	Blaq
Melbourne	715,422,509	node	-37.829522	144.960189	cafe	Dead Man Espresso	null	null	null	null	coffee_shop	coffee_shop	35	Market Street	South Melbourne	null	null	3,205	35 Market Street South Melbourne 3205	null	null	null	null	17	false	false	false	1.388	Dead Man Espresso — cuisine=coffee_shop	Dead Man Espresso — coffee_shop — South Melbourne
Melbourne	716,358,873	node	-37.805994	144.98093	cafe	Archie's	null	null	null	null	regional	regional	189	Gertrude Street	Fitzroy	null	null	3,065	189 Gertrude Street Fitzroy 3065	null	yes	null	null	8	false	true	false	1.83	Archie's — cuisine=regional — outdoor=yes	Archie's — regional — Fitzroy
Melbourne	717,072,954	node	-37.806008	144.981038	cafe	Arcadia	null	null	+61 3 9416 1055	null	null	null	193	Gertrude Street	null	null	null	null	193 Gertrude Street	null	null	null	null	7	false	false	false	1.835	Arcadia	Arcadia
Melbourne	726,966,568	node	-37.809997	144.970852	cafe	Kenny's Bakery Cafe	null	http://www.kennysbakerycafe.com.au/	null	Mo-Fr 6:30-16:30	null	null	53	Lonsdale Street	null	null	null	3,000	53 Lonsdale Street 3000	null	null	null	null	19	false	false	false	0.98	Kenny's Bakery Cafe	Kenny's Bakery Cafe
Melbourne	726,966,581	node	-37.810031	144.970707	cafe	Healthy Nibbles	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	15	false	false	false	0.973	Healthy Nibbles	Healthy Nibbles

End of preview. Expand in Data Studio

license: odbl-1.0

Melbourne Cafés & Restaurants (OpenStreetMap / Overpass)

Area: Melbourne CBD + Fitzroy + Carlton + Collingwood + Richmond West
Method: Two Overpass API queries (amenity=cafe, amenity=restaurant) over a Melbourne bounding box, merged and augmented
Collection date: 22 October 2025 (Australia/Perth)
Canonical file: melbourne_cafes_restaurants_clean.csv (1,896 × 31)
Licence: © OpenStreetMap contributors — ODbL 1.0

A curated dataset of 1,896 cafés and restaurants in Melbourne, extracted from OpenStreetMap via the Overpass API and enriched with engineered features for geospatial analysis, zero‑shot classification, and embedding‑based similarity search.

Dataset Description

An open dataset of cafés and restaurants in metropolitan Melbourne collected with the OpenStreetMap Overpass API.
The table includes geospatial coordinates, address details, and engineered features for text and vector-search tasks.

Intended Uses

Task 1: Exploratory and geospatial analysis of Melbourne’s café and restaurant landscape.
Task 2: Zero-shot labeling with pre-trained transformers (e.g., “fine dining”, “family friendly”).
Task 3: Text embedding generation and FAISS top‑k similarity search for recommendation or retrieval applications.

Collection Parameters

Bounding box: south = -38.26, north = -37.47, west = 144.49, east = 145.49
Queries executed:
- amenity="cafe"
- amenity="restaurant"
Elements captured: nodes, ways, relations (with center geometry)
Output: JSON → flattened to CSV

Example Overpass query (cafés):

[out:json][timeout:180];
(
  node["amenity"="cafe"](-38.26,144.49,-37.47,145.49);
  way["amenity"="cafe"](-38.26,144.49,-37.47,145.49);
  relation["amenity"="cafe"](-38.26,144.49,-37.47,145.49);
);
out tags center;

Data Cleaning & Augmentation

After merging café and restaurant records:

Cleaning: drop null names/coords; de-duplicate by name + rounded coordinates; standardise address fields and combine into address_full.

Derived features:

distance_to_cbd_km — Haversine distance from Flinders Street Station

cuisine_primary — first value from semicolon-separated cuisine

name_len — character length of venue name

desc — short human-readable summary

text — concatenated string used for zero-shot and embeddings

boolean flags: has_wifi, has_outdoor, is_accessible (where inferable)

Validation: simple checks for duplicates, coordinate ranges, and missing essentials.

Schema

Field	Type	Description
name	string	Business name
lat, lon	float	Coordinates
address	string	Street address
cuisine_primary	string	Extracted primary cuisine type
has_wifi	boolean	Wi-Fi availability
is_accessible	boolean	Wheelchair accessibility
outdoor_seating	boolean	Outdoor seating availability
distance_to_cbd_km	float	Haversine distance to Melbourne CBD
desc	string	Human-readable summary
text	string	Concatenated text used for zero-shot and embeddings

Example Use Cases

Recommendation systems
Accessibility-aware search
RAG chatbot
Market analysis

Reliability & Coverage

Coverage bias: OSM completeness varies by suburb; some tags (e.g., cuisine, opening_hours) may be missing.

Temporal snapshot: Data reflects 22 Oct 2025; venues may change over time.

No personal data: Only business POIs (public venues).

Intended Use

Task 2: Apply a pre-trained Transformer (zero-shot) to label text (e.g., fine dining, family friendly).

Task 3: Generate text embeddings and perform FAISS top-k similarity search.

Licence & Attribution

ODbL 1.0 — © OpenStreetMap contributors. Attribution and share-alike apply to adapted databases and redistributions. See: https://www.openstreetmap.org/copyright

Ethics & Privacy (Australia)

Dataset contains only business locations — no personal or sensitive information. Complies with APP 3 (collection), APP 5 (notification), and APP 8 (cross-border disclosure) under the Privacy Act 1988 (Cth). Hugging Face hosting occurs outside Australia; attribution, data retention, and provenance are documented in the course report.

Storage & Versioning

Earlier raw/intermediate files (osm_melb_cafes_raw.json, melbourne_cafes_restaurants.csv) were uploaded temporarily for validation and are now archived locally to keep the preview clean. Only the canonical file melbourne_cafes_restaurants_clean.csv remains at repo root. Version history is available in the Files & Versions tab.

Load from datasets import load_dataset ds = load_dataset("CITTYJAMES/melbourne-cafes-restaurants-osm")

Citation

Gaddi, Heidi (2025). Melbourne Cafés & Restaurants (OpenStreetMap / Overpass). Hugging Face Datasets. https://huggingface.co/datasets/CITTYJAMES/melbourne-cafes-restaurants-osm

Usage

from datasets import load_dataset
ds = load_dataset("CITTYJAMES/melbourne-cafes-restaurants-osm")

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