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Penta, Antonio
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‎.ipynb_checkpoints/CrimesRatesForPubsAroundGoldsmiths-checkpoint.ipynb‎

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‎.ipynb_checkpoints/ScrapingCocktailDatasets-checkpoint.ipynb‎

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‎CrimesRatesForPubsAroundGoldsmiths.ipynb‎

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‎ScrapingCocktailDatasets.ipynb‎

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‎data/analysis/crime_data_to_upload.csv‎

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‎data/analysis/crimes_goldsmiths.csv‎

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‎data/cocktails/cocktail_for_upload.csv‎

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‎data/cocktails/cocktails.json‎

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‎data/cocktails/composition_for_upload.csv‎

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‎data/cocktails/ingredients_for_upload.csv‎

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idingredient,stringridient
2+
0,Tomato juice
3+
1,Añejo rum
4+
2,Ouzo
5+
3,Cranberry juice
6+
4,Dark Creme de Cacao
7+
5,Tabasco sauce
8+
6,Cinnamon
9+
7,Orange juice
10+
8,Brandy
11+
9,Absinthe
12+
10,St. Germain
13+
11,Pineapple juice
14+
12,Rosemary
15+
13,Orange peel
16+
14,Papaya
17+
15,Lime vodka
18+
16,Vanilla
19+
17,Fennel seeds
20+
18,Johnnie Walker
21+
19,Coffee
22+
20,Wild Turkey
23+
21,Rosso Vermouth
24+
22,maraschino liqueur
25+
23,Soda Water
26+
24,Dry Vermouth
27+
25,Guava juice
28+
26,Sloe gin
29+
27,Coconut liqueur
30+
28,Dark rum
31+
29,Orange Curacao
32+
30,Bourbon
33+
31,Salted Chocolate
34+
32,Limeade
35+
33,Guinness stout
36+
34,Banana
37+
35,Chocolate syrup
38+
36,Peppermint extract
39+
37,Vanilla vodka
40+
38,Egg yolk
41+
39,Coca-Cola
42+
40,Bacardi Limon
43+
41,Passoa
44+
42,Jägermeister
45+
43,Club soda
46+
44,Pink lemonade
47+
45,Ale
48+
46,Raspberry syrup
49+
47,Pineapple
50+
48,Egg White
51+
49,Lillet
52+
50,Blackcurrant squash
53+
51,Asafoetida
54+
52,Fresh Lime Juice
55+
53,Creme de Banane
56+
54,Erin Cream
57+
55,Whipped Cream
58+
56,Wormwood
59+
57,Cherries
60+
58,Berries
61+
59,Kiwi
62+
60,Orange Bitters
63+
61,Salt
64+
62,Lime juice cordial
65+
63,demerara Sugar
66+
64,Angostura Bitters
67+
65,Firewater
68+
66,Lime juice
69+
67,Coriander
70+
68,Kirschwasser
71+
69,Bailey
72+
70,Vermouth
73+
71,Cherry Grenadine
74+
72,Kahlua
75+
73,Coconut milk
76+
74,Apfelkorn
77+
75,White Creme de Menthe
78+
76,Vanilla Ice-Cream
79+
77,Jim Beam
80+
78,gin
81+
79,Blueberry schnapps
82+
80,Beer
83+
81,Tomato Juice
84+
82,Tennessee whiskey
85+
83,Candy
86+
84,Cardamom
87+
85,caramel sauce
88+
86,Bitters
89+
87,Whipping cream
90+
88,Coconut syrup
91+
89,Anisette
92+
90,Dubonnet Rouge
93+
91,Cloves
94+
92,Mint syrup
95+
93,Hot Damn
96+
94,Raspberry Liqueur
97+
95,Cayenne pepper
98+
96,Almond flavoring
99+
97,Amaretto
100+
98,Peppermint schnapps
101+
99,Mango
102+
100,Red wine
103+
101,Galliano
104+
102,Absolut Peppar
105+
103,Sherbet
106+
104,Maui
107+
105,Peychaud bitters
108+
106,Cachaca
109+
107,Whisky
110+
108,Egg
111+
109,Absolut Kurant
112+
110,Apricot Brandy
113+
111,Peach schnapps
114+
112,Blackberry brandy
115+
113,Brown sugar
116+
114,Fruit
117+
115,Pernod
118+
116,Anise
119+
117,Angostura bitters
120+
118,Cocoa powder
121+
119,Creme de Cacao
122+
120,Tonic water
123+
121,Glycerine
124+
122,Tea
125+
123,Black pepper
126+
124,Ricard
127+
125,Irish cream
128+
126,Strawberry schnapps
129+
127,Scotch
130+
128,Carrot
131+
129,Apricot
132+
130,Allspice
133+
131,Powdered sugar
134+
132,Light rum
135+
133,Sprite
136+
134,Whiskey
137+
135,Orange bitters
138+
136,Tia maria
139+
137,Cantaloupe
140+
138,Passion fruit syrup
141+
139,Melon liqueur
142+
140,Carbonated soft drink
143+
141,Daiquiri mix
144+
142,Zima
145+
143,Absolut Vodka
146+
144,Coffee brandy
147+
145,Coffee liqueur
148+
146,Cherry
149+
147,Schweppes Russchian
150+
148,Black Sambuca
151+
149,Triple Sec
152+
150,Malibu rum
153+
151,Cherry Heering
154+
152,Dr. Pepper
155+
153,Creme de Mure
156+
154,Campari
157+
155,Apple brandy
158+
156,Gin
159+
157,Cranberries
160+
158,Grand Marnier
161+
159,Peachtree schnapps
162+
160,Oreo cookie
163+
161,151 proof rum
164+
162,White rum
165+
163,Worcestershire sauce
166+
164,Mini-snickers bars
167+
165,Yellow Chartreuse
168+
166,chocolate sauce
169+
167,Raspberry vodka
170+
168,Rye whiskey
171+
169,Corona
172+
170,Chocolate
173+
171,Mountain Dew
174+
172,Grain alcohol
175+
173,Ginger ale
176+
174,Maraschino cherry
177+
175,Maraschino liqueur
178+
176,Peach brandy
179+
177,Kool-Aid
180+
178,Cream
181+
179,Maraschino Cherry
182+
180,Lemon Juice
183+
181,Aperol
184+
182,Lemon peel
185+
183,Lemon vodka
186+
184,Benedictine
187+
185,White Rum
188+
186,Whipped cream
189+
187,Agave syrup
190+
188,Lemonade
191+
189,Ginger Beer
192+
190,Grape soda
193+
191,Bitter lemon
194+
192,Lemon-lime soda
195+
193,Lavender
196+
194,Sarsaparilla
197+
195,Espresso
198+
196,Lager
199+
197,Apple juice
200+
198,Blended whiskey
201+
199,Mezcal
202+
200,Lime peel
203+
201,Elderflower cordial
204+
202,Strawberries
205+
203,Southern Comfort
206+
204,Lime Juice
207+
205,Heavy cream
208+
206,Ginger beer
209+
207,Sweet and sour
210+
208,Lemon juice
211+
209,Marjoram leaves
212+
210,Mint
213+
211,Tonic Water
214+
212,Peach Bitters
215+
213,Egg white
216+
214,Crown Royal
217+
215,Surge
218+
216,Chambord raspberry liqueur
219+
217,Grapes
220+
218,Cointreau
221+
219,Aquavit
222+
220,Water
223+
221,Chocolate ice-cream
224+
222,Lime
225+
223,Blackcurrant cordial
226+
224,Yoghurt
227+
225,Honey
228+
226,Corn syrup
229+
227,Blue Curacao
230+
228,Curacao
231+
229,Tropicana
232+
230,Kummel
233+
231,Cranberry vodka
234+
232,Strawberry liqueur
235+
233,Chocolate Sauce
236+
234,Sweet and Sour
237+
235,Grenadine
238+
236,lemon
239+
237,Pineapple Juice
240+
238,Apple
241+
239,Pineapple Syrup
242+
240,Pepsi Cola
243+
241,Maraschino Liqueur
244+
242,Irish whiskey
245+
243,Chocolate milk
246+
244,Celery salt
247+
245,Sugar syrup
248+
246,Jack Daniels
249+
247,pineapple juice
250+
248,Light cream
251+
249,Blackberries
252+
250,Orange Peel
253+
251,Triple sec
254+
252,Marshmallows
255+
253,Olive Brine
256+
254,Goldschlager
257+
255,Cream of coconut
258+
256,Licorice root
259+
257,Peach nectar
260+
258,Cumin seed
261+
259,Pisang Ambon
262+
260,Half-and-half
263+
261,Cornstarch
264+
262,Port
265+
263,Bailey's irish cream
266+
264,Sugar
267+
265,Sambuca
268+
266,Almond
269+
267,Orange spiral
270+
268,Sherry
271+
269,Root beer
272+
270,Condensed milk
273+
271,Banana liqueur
274+
272,Sugar Syrup
275+
273,Apple schnapps
276+
274,Baileys irish cream
277+
275,Chocolate liqueur
278+
276,Ginger
279+
277,Passion fruit juice
280+
278,Ice
281+
279,Vanilla extract
282+
280,Butter
283+
281,Spiced rum
284+
282,Anis
285+
283,Sweet Vermouth
286+
284,Yukon Jack
287+
285,Food coloring
288+
286,
289+
287,Grape juice
290+
288,Tequila
291+
289,Wine
292+
290,Champagne
293+
291,Kiwi liqueur
294+
292,Creme de Cassis
295+
293,7-Up
296+
294,Peach Vodka
297+
295,Dark Rum
298+
296,Godiva liqueur
299+
297,orange juice
300+
298,Rumple Minze
301+
299,Gold rum
302+
300,Orange
303+
301,Butterscotch schnapps
304+
302,Cherry brandy
305+
303,Grapefruit juice
306+
304,Cognac
307+
305,Drambuie
308+
306,Olive
309+
307,Green Chartreuse
310+
308,Nutmeg
311+
309,Cherry liqueur
312+
310,Milk
313+
311,Midori melon liqueur
314+
312,Carbonated water
315+
313,Soda water
316+
314,Cranberry Juice
317+
315,Everclear
318+
316,Iced tea
319+
317,Lemon
320+
318,Lillet Blanc
321+
319,Vanilla ice-cream
322+
320,Pina colada mix
323+
321,Fruit juice
324+
322,Cider
325+
323,Hot Chocolate
326+
324,Applejack
327+
325,Fresh Lemon Juice
328+
326,Grapefruit Juice
329+
327,Advocaat
330+
328,Jagermeister
331+
329,Apricot brandy
332+
330,Pisco
333+
331,Coconut rum
334+
332,Jello
335+
333,Prosecco
336+
334,Pepper
337+
335,Gold tequila
338+
336,Fresca
339+
337,Green Creme de Menthe
340+
338,Orange Juice
341+
339,Sirup of roses
342+
340,Fruit punch
343+
341,Egg Yolk
344+
342,Frangelico
345+
343,Apple cider
346+
344,Angelica root
347+
345,Rum
348+
346,Agave Syrup
349+
347,Sour mix
350+
348,Absolut Citron
351+
349,lemon juice
352+
350,Vodka
353+
351,Hot chocolate
354+
352,Maple syrup
355+
353,Caramel coloring
356+
354,Orgeat syrup

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