Find highest rated pizza (or other query string) in Google Maps, Yelp and Foursquare by distance from a location.
Needs:
- Google API key in apikey.txt, get one from GCP
- Yelp key in yelpkey.txt get one from Yelp
- Foursquare ID and secret in foursquare_id.txt, foursquare_secret.txt, get them from Foursquare
For Google maps in Jupyter add the gmaps extension:
conda install jupyter_contrib_nbextensionsconda install -c conda-forge gmapsjupyter nbextension enable --py gmaps
For sortable grid dataframes:
pip install qgridjupyter nbextension enable --py --sys-prefix qgrid
See requirements.txt for additional requirements.
Run pizza.ipynb in Jupyter.
Web app also available: to run locally with docker app server: runlocal.sh.
To deploy the web app to Amazon Container Service see deploy.md
| Name | Address | GMaps rating | Yelp rating | Foursquare rating | nratings | bayes_score |
|---|---|---|---|---|---|---|
| Juliana's | 19 Old Fulton St | 4.6 | 4.5 | 8.9 | 3 | 1.025914 |
| Sottocasa | 298 Atlantic Ave | 4.6 | 4.5 | 2 | 0.805374 | |
| L'Arte Della Pizza Brooklyn | 172 5th Ave | 4.8 | 1 | 0.796201 | ||
| Piz-zetta | 90 Livingston St | 4.5 | 1 | 0.633529 | ||
| Lucali | 575 Henry St | 4.5 | 1 | 0.633529 | ||
| Forcella Fried Pizza | 445 Albee Square W | 4.4 | 4.5 | 2 | 0.594050 | |
| Dellarocco's | 214 Hicks St | 4.6 | 4.0 | 2 | 0.481007 | |
| Pizza Secret | 72 5th Ave | 4.5 | 7.9 | 2 | 0.408143 | |
| Brado | 155 Atlantic Ave | 4.5 | 4.0 | 2 | 0.375345 | |
| Luzzo's | 145 Atlantic Ave | 4.5 | 4.0 | 2 | 0.375345 | |
| Table 87 | 87 Atlantic Ave | 4.5 | 4.0 | 2 | 0.375345 | |
| Patrizia's Pizza and Pasta | 35 Broadway | 8.2 | 1 | 0.374531 | ||
| Fatoosh Pitza & Grill | 330 Hicks St | 4.0 | 8.1 | 2 | 0.356678 | |
| Union Street Pizza | 226 4th Ave | 4.5 | 1 | 0.350441 | ||
| Patsy’s Pizzeria | 450 Dean St | 4.5 | 1 | 0.350441 | ||
| La Villa Pizzeria | 261 5th Ave | 4.5 | 1 | 0.350441 | ||
| The House of Pizza & Calzone | 132 Union St | 4.6 | 4.0 | 7.3 | 3 | 0.329868 |
| Pizza Town | 85 5th Ave | 4.5 | 7.5 | 2 | 0.264953 | |
| Lean Crust Pizza | 737 Fulton St | 4.4 | 1 | 0.201854 | ||
| Fascati Pizza | 80 Henry St | 4.0 | 7.6 | 2 | 0.177691 | |
| Layla Jones | 214 Court St | 4.0 | 1 | 0.177388 | ||
| La Cigogne | 215 Union St | 4.0 | 1 | 0.177388 | ||
| Circa Brewing | 141 Lawrence St | 4.0 | 1 | 0.177388 | ||
| Enoteca on Court | 347 Court St | 4.0 | 1 | 0.177388 | ||
| Sam's | 238 Court St | 4.0 | 1 | 0.177388 | ||
| Fornino | Pier 6 Brooklyn Bridge Park | 4.0 | 1 | 0.177388 | ||
| Claudine's | 311 Smith St | 4.0 | 1 | 0.177388 | ||
| Numero 28 | 68 Bergen St | 4.3 | 4.0 | 2 | 0.164021 | |
| Forno Rosso | 327 Gold St | 4.3 | 4.0 | 2 | 0.164021 | |
| Front Street Pizza | 80 Front St | 4.4 | 4.0 | 7.0 | 3 | 0.082588 |
| Gino's Pizzeria | 218 Flatbush Ave | 4.3 | 1 | 0.053267 | ||
| Mario's Pizzeria | 224 Dekalb Ave | 4.3 | 1 | 0.053267 | ||
| Via Roma Pizza Bar | 445 Court St | 4.3 | 1 | 0.053267 | ||
| Fresh 99 cents pizza | 51 Willoughby St | 4.3 | 1 | 0.053267 | ||
| Not Ray's Pizza | 694 Fulton St | 4.3 | 1 | 0.053267 | ||
| Artichoke Basille's Pizza | 59 5th Ave | 4.3 | 1 | 0.053267 | ||
| Fornino At Pier 6-Open for the 2020 season! | Brooklyn Bridge Park Pier 6 Bridge Park Dr | 4.3 | 1 | 0.053267 | ||
| Brooklyn Pizza Market | 267 Smith St | 3.5 | 8.0 | 2 | -0.003486 | |
| My Little Pizzeria | 114 Court St | 4.4 | 3.5 | 2 | -0.054684 | |
| Joey Pepperoni's Pizza | 381 Broadway | 7.2 | 1 | -0.128871 | ||
| Brooklyn Pizza Market | 267 A Smith St | 4.1 | 1 | -0.243907 | ||
| Grimaldi's Pizzeria | 1 Front St | 4.2 | 3.5 | 2 | -0.266007 | |
| Fortina - Brooklyn | 445 Albee Square W | 3.5 | 1 | -0.278753 | ||
| Pronto Pizza | 139 Ct St | 3.5 | 1 | -0.278753 | ||
| Giardini Pizza | 363 Smith St | 4.2 | 3.5 | 7.1 | 3 | -0.305260 |
| Joe’s Pizza of Park Slope | 483 5th Ave | 6.8 | 1 | -0.330232 | ||
| Francesco's Pizzeria & Trattoria | 529 Henry St | 4.1 | 3.5 | 2 | -0.371669 | |
| Sal's Pizza Store | 305 Court St | 4.4 | 3.0 | 2 | -0.379051 | |
| F&F Pizzeria | 459 Court St | 4.0 | 1 | -0.392493 | ||
| 99 Cents Hot Pizza | 255 Livingston St | 4.0 | 1 | -0.392493 | ||
| Smiling Pizza Restaurant | 323 7th Ave | 6.6 | 1 | -0.430912 | ||
| Norm’s | 345 Adams St | 4.0 | 3.5 | 2 | -0.477331 | |
| Angelica | 332 Livingston St | 3.9 | 1 | -0.541080 | ||
| Antonio's Pizzeria | 32 Court St | 3.9 | 3.5 | 2 | -0.582993 | |
| 2 Bros. Pizza | 395 Flatbush Ave Ext | 4.1 | 3.0 | 7.1 | 3 | -0.638903 |
| Monty Q's | 158 Montague St | 4.1 | 3.0 | 6.8 | 3 | -0.722225 |
| Papa John's Pizza | 148 Lawrence St | 3.7 | 1 | -0.838254 | ||
| Pronto Pizza | 139 Court St | 4.0 | 5.8 | 2 | -0.871913 | |
| Ignazio's | 4 Water St | 4.0 | 3.0 | 6.5 | 3 | -0.887525 |
| Mario's Pizzeria | 222 Hoyt St | 3.6 | 1 | -0.986841 | ||
| Caruso's | 150 Smith St | 3.7 | 3.0 | 2 | -1.118683 | |
| Papa John's Pizza | 138 4th Ave | 3.5 | 1 | -1.135428 |
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