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README.md

@@ -1,13 +1,13 @@
 ---
-title: SentimentAnalysis
-emoji: 🐢
-colorFrom: red
-colorTo: indigo
+title: Sentiment Analysis
+emoji: 📚
+colorFrom: pink
+colorTo: red
 sdk: gradio
 sdk_version: 4.23.0
 app_file: app.py
 pinned: false
-license: apache-2.0
+license: openrail
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app (1).py

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+import pandas as pd
+from sklearn.model_selection import train_test_split
+from sklearn.feature_extraction.text import CountVectorizer
+from sklearn.neighbors import KNeighborsClassifier
+from sklearn.linear_model import LogisticRegression
+import joblib
+import gradio as gr
+
+# Load the dataset
+data_df = pd.read_csv('homework01_text_data_group13.csv')
+
+# Separate features and labels
+X = data_df['reviews']
+y = data_df['class']
+
+# Split the data into train and test sets
+X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.33, random_state=42)
+
+# Create bag-of-words representations
+vectorizer = CountVectorizer()
+X_train_counts = vectorizer.fit_transform(X_train)
+X_test_counts = vectorizer.transform(X_test)
+
+# Train the KNN model
+knn_model = KNeighborsClassifier(n_neighbors=2, metric='euclidean')
+knn_model.fit(X_train_counts, y_train)
+
+# Train the Logistic Regression model
+logistic_model = LogisticRegression(penalty='l2', C=1, random_state=0)
+logistic_model.fit(X_train_counts, y_train)
+
+# Save the trained models
+joblib.dump(knn_model, 'best_knn_model.pkl')
+joblib.dump(logistic_model, 'best_logistic_regression_model.pkl')
+
+def predict_knn(review_text, model=knn_model):
+    X_test = vectorizer.transform([review_text])
+    y_pred = model.predict(X_test)
+    y_pred_proba = model.predict_proba(X_test)[0]
+    return {'Positive': y_pred_proba[1], 'Negative': y_pred_proba[0]}
+
+def predict_logistic(review_text, model=logistic_model):
+    X_test = vectorizer.transform([review_text])
+    y_pred = model.predict(X_test)
+    y_pred_proba = model.predict_proba(X_test)[0]
+    return {'Positive': y_pred_proba[1], 'Negative': y_pred_proba[0]}
+
+models = ["KNN", "Logistic Regression"]
+
+def predict(review_text, model):
+    if model == "KNN":
+        output = predict_knn(review_text)
+    else:
+        output = predict_logistic(review_text)
+    
+    if output['Positive'] > output['Negative']:
+        sentiment = "Positive Feedback"
+    else:
+        sentiment = "Negative Feedback"
+    
+    return sentiment, output
+
+demo = gr.Interface(
+    fn=predict,
+    inputs=[
+        gr.Textbox(lines=2, placeholder="Enter your review comment...", label="Review Comment"),
+        gr.Dropdown(choices=models, label="Select Model")
+    ],
+    outputs=[
+        gr.Textbox(label="Predicted Sentiment Class"),
+        gr.Label(num_top_classes=2, label="Predicted Probability")
+    ],
+    examples=[
+        ["This Food is interesting, I need a second Plate", "KNN"],
+        ["This Food is interesting, I need a second Plate", "Logistic Regression"],
+        ["The food was terrible, and the service was worse.", "KNN"],
+        ["The food was terrible, and the service was worse.", "Logistic Regression"]
+    ]
+)
+
+demo.launch()

best_knn_model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:01a9b0e058cc48aa1de385eb312baa3aae872a20e548f6abe13267a1c4c58523
+size 89124

best_logistic_regression_model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e56f37f6ddc88efac0f2c374e46b8471bce22f4a3387620899102198a23834e2
+size 14111

gitattributes

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homework01_text_data_group13.csv

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+reviews,class
+"The chipolte ranch dipping sause was tasteless, seemed thin and watered down with no heat.",0
+I am far from a sushi connoisseur but I can definitely tell the difference between good food and bad food and this was certainly bad food.,0
+Good Service-check!,1
+Ordered an appetizer and took 40 minutes and then the pizza another 10 minutes.,0
+Always a pleasure dealing with him.,1
+Just don't know why they were so slow.,0
+Shrimp- When I unwrapped it (I live only 1/2 a mile from Brushfire) it was literally ice cold.,0
+The RI style calamari was a joke.,0
+I hope this place sticks around.,1
+Last night was my second time dining here and I was so happy I decided to go back!,1
+The waitress was friendly and happy to accomodate for vegan/veggie options.,1
+"If you want healthy authentic or ethic food, try this place.",1
+Food was really good and I got full petty fast.,1
+"I have been in more than a few bars in Vegas, and do not ever recall being charged for tap water.",0
+It was a pale color instead of nice and char and has NO flavor.,0
+They really want to make your experience a good one.,1
+The live music on Fridays totally blows.,0
+Today is the second time I've been to their lunch buffet and it was pretty good.,1
+Tasted like dirt.,0
+This place has a lot of promise but fails to deliver.,0
+Spend your money and time some place else.,0
+I really enjoyed eating here.,1
+But now I was completely grossed out.,0
+DELICIOUS!!,1
+I had the mac salad and it was pretty bland so I will not be getting that again.,0
+This is a disgrace.,0
+I swung in to give them a try but was deeply disappointed.,0
+The server was very negligent of our needs and made us feel very unwelcome... I would not suggest this place!,0
+"As for the service, I thought it was good.",1
+Google mediocre and I imagine Smashburger will pop up.,0
+The nachos are a MUST HAVE!,1
+Awesome service and food.,1
+"It lacked flavor, seemed undercooked, and dry.",0
+We asked for the bill to leave without eating and they didn't bring that either.,0
+"The chicken I got was definitely reheated and was only ok, the wedges were cold and soggy.",0
+Pretty cool I would say.,1
+My fella got the huevos rancheros and they didn't look too appealing.,0
+"The deal included 5 tastings and 2 drinks, and Jeff went above and beyond what we expected.",1
+"Unfortunately, it was not good.",0
+A fantastic neighborhood gem !!!,1
+Just spicy enough.. Perfect actually.,1
+"The burger... I got the ""Gold Standard"" a $17 burger and was kind of disappointed.",0
+"Friend's pasta -- also bad, he barely touched it.",0
+The restaurant is very clean and has a family restaurant feel to it.,1
+"The decor is nice, and the piano music soundtrack is pleasant.",1
+I won't be back.,0
+I can take a little bad service but the food sucks.,0
+"This place is like Chipotle, but BETTER.",1
+Eew... This location needs a complete overhaul.,0
+"Also were served hot bread and butter, and home made potato chips with bacon bits on top....very original and very good.",1
+"The wontons were thin, not thick and chewy, almost melt in your mouth.",1
+"It was extremely ""crumby"" and pretty tasteless.",0
+"When I opened the sandwich, I was impressed, but not in a good way.",0
+Both great!,1
+Will go back next trip out.,1
+"I love the owner/chef, his one authentic Japanese cool dude!",1
+The yellowtail carpaccio was melt in your mouth fresh.,1
+"When my order arrived, one of the gyros was missing.",0
+They dropped more than the ball.,0
+After two I felt disgusting.,0
+"Unfortunately, it only set us up for disapppointment with our entrees.",0
+First - the bathrooms at this location were dirty- Seat covers were not replenished & just plain yucky!!!,0
+dont go here.,0
+"All in all an excellent restaurant highlighted by great service, a unique menu, and a beautiful setting.",1
+I guess maybe we went on an off night but it was disgraceful.,0
+Pretty awesome place.,1
+Food was average at best.,0
+Service was good and the company was better!,1
+Great pork sandwich.,1
+Good prices.,1
+We'd definitely go back here again.,1
+I was shocked because no signs indicate cash only.,0
+"I've had better, not only from dedicated boba tea spots, but even from Jenni Pho.",0
+We've tried to like this place but after 10+ times I think we're done with them.,0
+Best tater tots in the southwest.,1
+I love that they put their food in nice plastic containers as opposed to cramming it in little paper takeout boxes.,1
+We aren't ones to make a scene at restaurants but I just don't get it...definitely lost the love after this one!,0
+Do yourself a favor and stay away from this dish.,0
+The service here is fair at best.,0
+By far the BEST cheesecurds we have ever had!,1
+"Lobster Bisque, Bussell Sprouts, Risotto, Filet ALL needed salt and pepper..and of course there is none at the tables.",0
+The best place to go for a tasty bowl of Pho!,1
+We loved the place.,1
+Once you get inside you'll be impressed with the place.,1
+Definitely a turn off for me & i doubt I'll be back unless someone else is buying.,0
+"I have been to very few places to eat that under no circumstances would I ever return to, and this tops the list.",0
+I work in the hospitality industry in Paradise Valley and have refrained from recommending Cibo any longer.,0
+It was not good.,0
+"Overall, I like there food and the service.",1
+It's too bad the food is so damn generic.,0
+Ryan's Bar is definitely one Edinburgh establishment I won't be revisiting.,0
+"Come hungry, leave happy and stuffed!",1
+The chicken was deliciously seasoned and had the perfect fry on the outside and moist chicken on the inside.,1
+"The salad had just the right amount of sauce to not over power the scallop, which was perfectly cooked.",1
+Go To Place for Gyros.,1
+I never come again.,0
+The plantains were the worst I've ever tasted.,0
+"On the up side, their cafe serves really good food.",1
+They brought a fresh batch of fries and I was thinking yay something warm but no!,0
+This place is disgusting!,0
+The only downside is the service.,0
+"It was a bit too sweet, not really spicy enough, and lacked flavor.",0
+Great food and awesome service!,1
+The lighting is just dark enough to set the mood.,1
+"Your servers suck, wait, correction, our server Heimer sucked.",0
+The goat taco didn't skimp on the meat and wow what FLAVOR!,1
+I love the Pho and the spring rolls oh so yummy you have to try.,1
+Never again will I be dining at this place!,0
+"The food, amazing.",1
+"If you want to wait for mediocre food and downright terrible service, then this is the place for you.",0
+"Lastly, the mozzarella sticks, they were the best thing we ordered.",1
+"I had heard good things about this place, but it exceeding every hope I could have dreamed of.",1
+"Bad day or not, I have a very low tolerance for rude customer service people, it is your job to be nice and polite, wash dishes otherwise!!",0
+I can't wait to go back.,1
+"I live in the neighborhood so I am disappointed I won't be back here, because it is a convenient location.",0
+The sweet potato fries were very good and seasoned well.,1
+"The dining space is tiny, but elegantly decorated and comfortable.",1
+He came running after us when he realized my husband had left his sunglasses on the table.,1
+"The food was great as always, compliments to the chef.",1
+And the chef was generous with his time (even came around twice so we can take pictures with him).,1
+Soggy and not good.,0
+My wife had the Lobster Bisque soup which was lukewarm.,0
+The food was excellent and service was very good.,1
+Their chow mein is so good!,1
+Not a single employee came out to see if we were OK or even needed a water refill once they finally served us our food.,0
+"The service was not up to par, either.",0
+I ordered the Lemon raspberry ice cocktail which was also incredible.,1
+"My brother in law who works at the mall ate here same day, and guess what he was sick all night too.",0
+Would come back again if I had a sushi craving while in Vegas.,1
+"Not to mention the combination of pears, almonds and bacon is a big winner!",1
+An extensive menu provides lots of options for breakfast.,1
+The sergeant pepper beef sandwich with auju sauce is an excellent sandwich as well.,1
+the presentation of the food was awful.,0
+Generous portions and great taste.,1
+All I have to say is the food was amazing!!!,1
+The inside is really quite nice and very clean.,1
+"Great food and service, huge portions and they give a military discount.",1
+This one is simply a disappointment.,0
+"The servers went back and forth several times, not even so much as an ""Are you being helped?""",0
+Service was very prompt.,1
+I've lived here since 1979 and this was the first (and last) time I've stepped foot into this place.,0
+"Stopped by this place while in Madison for the Ironman, very friendly, kind staff.",1
+Delicious and I will absolutely be back!,1
+The steak and the shrimp are in my opinion the best entrees at GC.,1
+"One nice thing was that they added gratuity on the bill since our party was larger than 6 or 8, and they didn't expect more tip than that.",1
+I had about two bites and refused to eat anymore.,0
+The cashew cream sauce was bland and the vegetables were undercooked.,0
+"Now the burgers aren't as good, the pizza which used to be amazing is doughy and flavorless.",0
+When my mom and I got home she immediately got sick and she only had a few bites of salad.,0
+Waitress was good though!,1
+I hate those things as much as cheap quality black olives.,0
+Four stars for the food & the guy in the blue shirt for his great vibe & still letting us in to eat !,1
+Now the pizza itself was good the peanut sauce was very tasty.,1
+The seafood was fresh and generous in portion.,1
+Reasonably priced also!,1
+"This place is not worth your time, let alone Vegas.",0
+There was hardly any meat.,0
+"And considering the two of us left there very full and happy for about $20, you just can't go wrong.",1
+The selection on the menu was great and so were the prices.,1
+Everything was good and tasty!,1
+Their frozen margaritas are WAY too sugary for my taste.,0
+"Great Subway, in fact it's so good when you come here every other Subway will not meet your expectations.",1
+The owners are super friendly and the staff is courteous.,1
+After all the rave reviews I couldn't wait to eat here......what a disappointment!,0
+"Despite how hard I rate businesses, its actually rare for me to give a 1 star.",0
+This place should honestly be blown up.,0
+My boyfriend and i sat at the bar and had a completely delightful experience.,1
+A FLY was in my apple juice.. A FLY!!!!!!!!,0
+"Perfect for someone (me) who only likes beer ice cold, or in this case, even colder.",1
+There is nothing privileged about working/eating there.,0
+Those burgers were amazing.,1
+They have great dinners.,1
+Stopped by during the late May bank holiday off Rick Steve recommendation and loved it.,1
+say bye bye to your tip lady!,0
+I believe that this place is a great stop for those with a huge belly and hankering for sushi.,1
+"The food was very good and I enjoyed every mouthful, an enjoyable relaxed venue for couples small family groups etc.",1
+This is a really fantastic Thai restaurant which is definitely worth a visit.,1
+"At least 40min passed in between us ordering and the food arriving, and it wasn't that busy.",0
+What a mistake.,0
+They had a toro tartare with a cavier that was extraordinary and I liked the thinly sliced wagyu with white truffle.,1
+This place is horrible and way overpriced.,0
+"Point your finger at any item on the menu, order it and you won't be disappointed.",1
+I checked out this place a couple years ago and was not impressed.,0
+"A greasy, unhealthy meal.",0
+Each day of the week they have a different deal and it's all so delicious!,1
+As always the evening was wonderful and the food delicious!,1
+If you stay in Vegas you must get breakfast here at least once.,1
+- the food is rich so order accordingly.,1
+We sat another ten minutes and finally gave up and left.,0
+Tried to go here for lunch and it was a madhouse.,0
+Seafood was limited to boiled shrimp and crab legs but the crab legs definitely did not taste fresh.,0
+"The food was delicious, our bartender was attentive and personable AND we got a great deal!",1
+"Anyways, The food was definitely not filling at all, and for the price you pay you should expect more.",0
+Always a great time at Dos Gringos!,1
+We waited an hour for what was a breakfast I could have done 100 times better at home.,0
+"The food was barely lukewarm, so it must have been sitting waiting for the server to bring it out to us.",0
+Highly unprofessional and rude to a loyal patron!,0
+The flair bartenders are absolutely amazing!,1
+I would not recommend this place.,0
+I had the opportunity today to sample your amazing pizzas!,1
+The management is rude.,0
+"Ordered a double cheeseburger & got a single patty that was falling apart (picture uploaded) Yeah, still sucks.",0
+Maybe if they weren't cold they would have been somewhat edible.,0
+"This was my first crawfish experience, and it was delicious!",1
+Service stinks here!,0
+"It was either too cold, not enough flavor or just bad.",0
+"It was so bad, I had lost the heart to finish it.",0
+It was probably dirt.,0
+I like Steiners because it's dark and it feels like a bar.,1
+"The chicken dishes are OK, the beef is like shoe leather.",0
+"He also came back to check on us regularly, excellent service.",1
+"Frozen pucks of disgust, with some of the worst people behind the register.",0
+Extremely Tasty!,1
+I love this place.,1
+"For a self proclaimed coffee cafe, I was wildly disappointed.",0
+The WORST EXPERIENCE EVER.,0
+"Plus, it's only 8 bucks.",1
+"I had strawberry tea, which was good.",1
+"The only good thing was our waiter, he was very helpful and kept the bloddy mary's coming.",1
+"Phenomenal food, service and ambiance.",1
+"Give it a try, you will be happy you did.",1
+I had a seriously solid breakfast here.,1
+The feel of the dining room was more college cooking course than high class dining and the service was slow at best.,0
+WILL NEVER EVER GO BACK AND HAVE TOLD MANY PEOPLE WHAT HAD HAPPENED.,0
+What a great double cheeseburger!,1
+So don't go there if you are looking for good food...,0
+this was a different cut than the piece the other day but still wonderful and tender s well as well flavored.,1
+Things that went wrong: - They burned the saganaki.,0
+Del Taco is pretty nasty and should be avoided if possible.,0
+"I'd rather eat airline food, seriously.",0
+Boy was that sucker dry!!.,0
+The waitresses are very friendly.,1
+There was a warm feeling with the service and I felt like their guest for a special treat.,1
+These were so good we ordered them twice.,1
+Great Pizza and Salads!,1
+So flavorful and has just the perfect amount of heat.,1
+"The service was a little slow , considering that were served by 3 people servers so the food was coming in a slow pace.",0
+"In fact I'm going to round up to 4 stars, just because she was so awesome.",1
+"Seriously flavorful delights, folks.",1
+Have been going since 2007 and every meal has been awesome!!,1
+Will not be back!,0
+The bathrooms are clean and the place itself is well decorated.,1
+Service was exceptional and food was a good as all the reviews.,1
+Not my thing.,0
+The one down note is the ventilation could use some upgrading.,0
+"Then, as if I hadn't wasted enough of my life there, they poured salt in the wound by drawing out the time it took to bring the check.",0
+Both of the egg rolls were fantastic.,1
+After the disappointing dinner we went elsewhere for dessert.,0
+Terrible service!,0
+"They have a plethora of salads and sandwiches, and everything I've tried gets my seal of approval.",1
+Check it out.,1
+I've never been treated so bad.,0
+The Heart Attack Grill in downtown Vegas is an absolutely flat-lined excuse for a restaurant.,0
+I've had better atmosphere.,0
+I promise they won't disappoint.,1
+Wow... Loved this place.,1
+"Poor service, the waiter made me feel like I was stupid every time he came to the table.",0
+One of the few places in Phoenix that I would definately go back to again .,1
+"I mean really, how do you get so famous for your fish and chips when it's so terrible!?!",0
+I ordered the Voodoo pasta and it was the first time I'd had really excellent pasta since going gluten free several years ago.,1
+"I gave it 5 stars then, and I'm giving it 5 stars now.",1
+They were excellent.,1
+"The food is delicious and just spicy enough, so be sure to ask for spicier if you prefer it that way.",1
+"My breakfast was perpared great, with a beautiful presentation of 3 giant slices of Toast, lightly dusted with powdered sugar.",1
+I love the fact that everything on their menu is worth it.,1
+And the beans and rice were mediocre at best.,0
+"By this point, my friends and I had basically figured out this place was a joke and didn't mind making it publicly and loudly known.",0
+Their steaks are 100% recommended!,1
+Not good by any stretch of the imagination.,0
+"To summarize... the food was incredible, nay, transcendant... but nothing brings me joy quite like the memory of the pneumatic condiment dispenser.",1
+We won't be returning.,0
+OMG I felt like I had never eaten Thai food until this dish.,1
+Definitely not worth the $3 I paid.,0
+The only thing I did like was the prime rib and dessert section.,1
+"If it were possible to give them zero stars, they'd have it.",0
+"i felt insulted and disrespected, how could you talk and judge another human being like that?",0
+"At first glance it is a lovely bakery cafe - nice ambiance, clean, friendly staff.",1
+2 times - Very Bad Customer Service !,0
+We made the drive all the way from North Scottsdale... and I was not one bit disappointed!,1
+"Unfortunately, we must have hit the bakery on leftover day because everything we ordered was STALE.",0
+"I'd say that would be the hardest decision... Honestly, all of M's dishes taste how they are supposed to taste (amazing).",1
+Today was my first taste of a Buldogis Gourmet Hot Dog and I have to tell you it was more than I ever thought possible.,1
+"It's close to my house, it's low-key, non-fancy, affordable prices, good food.",1
+"On a positive note, our server was very attentive and provided great service.",1
+My fiancé and I came in the middle of the day and we were greeted and seated right away.,1
+"Will never, ever go back.",0
+We ordered some old classics and some new dishes after going there a few times and were sorely disappointed with everything.,0
+Kids pizza is always a hit too with lots of great side dish options for the kiddos!,1
+Avoid at all cost!,0
+I will not be eating there again.,0
+I recently tried Caballero's and I have been back every week since!,1
+"seems like a good quick place to grab a bite of some familiar pub food, but do yourself a favor and look elsewhere.",0
+Best of luck to the rude and non-customer service focused new management.,0
+The steaks are all well trimmed and also perfectly cooked.,1
+"Food was good, service was good, Prices were good.",1
+Service was slow and not attentive.,0
+Don't do it!!!!,0
+"Also, the fries are without a doubt the worst fries I've ever had.",0
+"Sorry, I will not be getting food from here anytime soon :(",0
+"Insults, profound deuchebaggery, and had to go outside for a smoke break while serving just to solidify it.",0
+AVOID THIS ESTABLISHMENT!,0
+"Then our food came out, disappointment ensued.",0
+It is worth the drive.,1
+"The sangria was about half of a glass wine full and was $12, ridiculous.",0
+"As for the service: I'm a fan, because it's quick and you're being served by some nice folks.",1
+The desserts were a bit strange.,0
+"Of all the dishes, the salmon was the best, but all were great.",1
+"No, I'm going to eat the potato that I found some strangers hair in it.",0
+I can assure you that you won't be disappointed.,1
+We got the food and apparently they have never heard of salt and the batter on the fish was chewy.,0
+"I always order from the vegetarian menu during dinner, which has a wide array of options to choose from.",1
+"You get incredibly fresh fish, prepared with care.",1
+Some may say this buffet is pricey but I think you get what you pay for and this place you are getting quite a lot!,1
+very tough and very short on flavor!,0
+Everything was perfect the night we were in.,1
+Food arrived quickly!,1
+Bland and flavorless is a good way of describing the barely tepid meat.,0
+I as well would've given godfathers zero stars if possible.,0
+It is PERFECT for a sit-down family meal or get together with a few friends.,1
+"The staff is great, the food is delish, and they have an incredible beer selection.",1
+Don't waste your time here.,0
+this is the worst sushi i have ever eat besides Costco's.,0
+We won't be going back anytime soon!,0
+This is a good joint.,1
+"Never been to Hard Rock Casino before, WILL NEVER EVER STEP FORWARD IN IT AGAIN!",0
+!....THE OWNERS REALLY REALLY need to quit being soooooo cheap let them wrap my freaking sandwich in two papers not one!,0
+I vomited in the bathroom mid lunch.,0
+"Total letdown, I would much rather just go to the Camelback Flower Shop and Cartel Coffee.",0
+The ambiance isn't much better.,0
+"Back to good BBQ, lighter fare, reasonable pricing and tell the public they are back to the old ways.",1
+A great way to finish a great.,1
+The worst was the salmon sashimi.,0
+The shrimp tender and moist.,1
+If you haven't gone here GO NOW!,1
+Everything was gross.,0
+Nice blanket of moz over top but i feel like this was done to cover up the subpar food.,1
+"I hate to disagree with my fellow Yelpers, but my husband and I were so disappointed with this place.",0
+It was a huge awkward 1.5lb piece of cow that was 3/4ths gristle and fat.,0
+We waited for thirty minutes to be seated (although there were 8 vacant tables and we were the only folks waiting).,0
+"Main thing I didn't enjoy is that the crowd is of older crowd, around mid 30s and up.",0
+So in a nutshell: 1) The restaraunt smells like a combination of a dirty fish market and a sewer.,0
+"In the summer, you can dine in a charming outdoor patio - so very delightful.",1
+All the bread is made in-house!,1
+"Definitely worth venturing off the strip for the pork belly, will return next time I'm in Vegas.",1
+"Good food , good service .",1
+Overall I was not impressed and would not go back.,0
+Just had lunch here and had a great experience.,1
+Now this dish was quite flavourful.,1
+It was pretty gross!,0
+Thoroughly disappointed!,0
+Great place fo take out or eat in.,1
+So we went to Tigerlilly and had a fantastic afternoon!,1
+"Anyway, this FS restaurant has a wonderful breakfast/lunch.",1
+Not tasty and the texture was just nasty.,0
+Worst martini ever!,0
+"If the food isn't bad enough for you, then enjoy dealing with the world's worst/annoying drunk people.",0
+Great food and great service in a clean and friendly setting.,1
+"- Really, really good rice, all the time.",1
+Which are small and not worth the price.,0
+The vanilla ice cream was creamy and smooth while the profiterole (choux) pastry was fresh enough.,1
+An absolute must visit!,1
+Do not waste your money here!,0
+"Great atmosphere, friendly and fast service.",1
+Nice ambiance.,1
+No one at the table thought the food was above average or worth the wait that we had for it.,0
+We walked away stuffed and happy about our first Vegas buffet experience.,1
+I'll take my business dinner dollars elsewhere.,0
+"Sadly, Gordon Ramsey's Steak is a place we shall sharply avoid during our next trip to Vegas.",0
+5 stars for the brick oven bread app!,1
+Service sucks.,0
+Left very frustrated.,0
+Their rotating beers on tap is also a highlight of this place.,1
+The last 3 times I had lunch here has been bad.,0
+"not even a ""hello, we will be right with you.""",0
+The cocktails are all handmade and delicious.,1
+"I have been here several times in the past, and the experience has always been great.",1
+the spaghetti is nothing special whatsoever.,0
+He was terrible!,0
+I liked the patio and the service was outstanding.,1
+The food is good.,1
+I will continue to come here on ladies night andddd date night ... highly recommend this place to anyone who is in the area (;,1
+The Macarons here are insanely good.,1
+Over rated.,0
+"The service was great, even the manager came and helped with our table.",1
+This wonderful experience made this place a must-stop whenever we are in town again.,1
+No complaints!,1
+first time there and might just be the last.,0
+"The shower area is outside so you can only rinse, not take a full shower, unless you don't mind being nude for everyone to see!",0
+"REAL sushi lovers, let's be honest - Yama is not that good.",0
+The jalapeno bacon is soooo good.,1
+First time going but I think I will quickly become a regular.,1
+"Good value, great food, great service.",1
+"Needless to say, I won't be going back anytime soon.",0
+"I had a salad with the wings, and some ice cream for dessert and left feeling quite satisfied.",1
+They were golden-crispy and delicious.,1
+Must have been an off night at this place.,0
+"That said, our mouths and bellies were still quite pleased.",1
+Our server was very nice and attentive as were the other serving staff.,1
+By this time our side of the restaurant was almost empty so there was no excuse.,0
+Great food.,1
+We definately enjoyed ourselves.,1
+The service was extremely slow.,0
+I will never go back to this place and will never ever recommended this place to anyone!,0
+"Very convenient, since we were staying at the MGM!",1
+Best tacos in town by far!!,1
+Update.....went back for a second time and it was still just as amazing,1
+Very friendly staff.,1
+Great service and food.,1
+Their regular toasted bread was equally satisfying with the occasional pats of butter... Mmmm...!,1
+"This place is not quality sushi, it is not a quality restaurant.",0
+This is an unbelievable BARGAIN!,1
+My girlfriend's veal was very bad.,0
+My husband said she was very rude... did not even apologize for the bad food or anything.,0
+"Good service, very clean, and inexpensive, to boot!",1
+It sure does beat the nachos at the movies but I would expect a little bit more coming from a restaurant.,0
+I was seated immediately.,1
+If she had not rolled the eyes we may have stayed... Not sure if we will go back and try it again.,0
+My husband and I ate lunch here and were very disappointed with the food and service.,0
+My gyro was basically lettuce only.,0
+did not like at all.,0
+"If that bug never showed up I would have given a 4 for sure, but on the other side of the wall where this bug was climbing was the kitchen.",0
+Based on the sub-par service I received and no effort to show their gratitude for my business I won't be going back.,0
+"The atmosphere is modern and hip, while maintaining a touch of coziness.",1
+"Classy/warm atmosphere, fun and fresh appetizers, succulent steaks (Baseball steak!!!!!",1
+Your staff spends more time talking to themselves than me.,0
+Very disappointing!!!,0
+"I was proven dead wrong by this sushi bar, not only because the quality is great, but the service is fast and the food, impeccable.",1
+"Maybe it's just their Vegetarian fare, but I've been twice and I thought it was average at best.",0
+For that price I can think of a few place I would have much rather gone.,0
+Weird vibe from owners.,0
+The pan cakes everyone are raving about taste like a sugary disaster tailored to the palate of a six year old.,0
+The fries were great too.,1
+I didn't know pulled pork could be soooo delicious.,1
+"Both of them were truly unbelievably good, and I am so glad we went back.",1
+"Also there are combos like a burger, fries, and beer for 23 which is a decent deal.",1
+"Very, very sad.",0
+Best breakfast buffet!!!,1
+"The food sucked, which we expected but it sucked more than we could have imagined.",0
+"In summary, this was a largely disappointing dining experience.",0
+The sweet potato tots were good but the onion rings were perfection or as close as I have had.,1
+Omelets are to die for!,1
+Horrible - don't waste your time and money.,0
+My boyfriend and I came here for the first time on a recent trip to Vegas and could not have been more pleased with the quality of food and service.,1
+I don't have to be an accountant to know I'm getting screwed!,0
+We enjoy their pizza and brunch.,1
+Food quality has been horrible.,0
+The potatoes were like rubber and you could tell they had been made up ahead of time being kept under a warmer.,0
+I have never had such bland food which surprised me considering the article we read focused so much on their spices and flavor.,0
+We literally sat there for 20 minutes with no one asking to take our order.,0
+The Greek dressing was very creamy and flavorful.,1
+Their monster chicken fried steak and eggs is my all time favorite.,1
+The potato chip order was sad... I could probably count how many chips were in that box and it was probably around 12.,0
+Disappointing experience.,0
+Tonight I had the Elk Filet special...and it sucked.,0
+Food was below average.,0
+It also took her forever to bring us the check when we asked for it.,0
+"On the ground, right next to our table was a large, smeared, been-stepped-in-and-tracked-everywhere pile of green bird poop.",0
+Awesome selection of beer.,1
+Service is friendly and inviting.,1
+I love this place.,1
+Service was fantastic.,1
+The folks at Otto always make us feel so welcome and special.,1
+The staff are also very friendly and efficient.,1
+"Delicious NYC bagels, good selections of cream cheese, real Lox with capers even.",1
+The ambience is wonderful and there is music playing.,1
+Everyone is treated equally special.,1
+"I loved the grilled pizza, reminded me of legit Italian pizza.",1
+The atmosphere here is fun.,1
+They also have the best cheese crisp in town.,1
+Don't bother coming here.,0
+Kind of hard to mess up a steak but they did.,0
+the potatoes were great and so was the biscuit.,1
+The food was terrible.,0
+"Overall, a great experience.",1
+"On three different occasions I asked for well done or medium well, and all three times I got the bloodiest piece of meat on my plate.",0
+"This isn't a small family restaurant, this is a fine dining establishment.",1
+What I really like there is the crepe station.,1
+I *heart* this place.,1
+Food was great and so was the serivce!,1
+I dressed up to be treated so rudely!,0
+The place was fairly clean but the food simply wasn't worth it.,0
+Great place to have a couple drinks and watch any and all sporting events as the walls are covered with TV's.,1
+Only Pros : Large seating area/ Nice bar area/ Great simple drink menu/ The BEST brick oven pizza with homemade dough!,1
+I left with a stomach ache and felt sick the rest of the day.,0
+Very bad Experience!,0
+I will come back here every time I'm in Vegas.,1
+This place deserves no stars.,0
+"Host staff were, for lack of a better word, BITCHES!",0
+Total brunch fail.,0
+A good time!,1
+What happened next was pretty....off putting.,0
+The croutons also taste homemade which is an extra plus.,1
+We also ordered the spinach and avocado salad; the ingredients were sad and the dressing literally had zero taste.,0
+I will not return.,0
+"The staff are now not as friendly, the wait times for being served are horrible, no one even says hi for the first 10 minutes.",0
+The cashier had no care what so ever on what I had to say it still ended up being wayyy overpriced.,0
+Hopefully this bodes for them going out of business and someone who can cook can come in.,0
+"Nice, spicy and tender.",1
+The chips and sals a here is amazing!!!!!!!!!!!!!!!!!!!,1
+2 Thumbs Up!!,1
+Worst food/service I've had in a while.,0
+"This hole in the wall has great Mexican street tacos, and friendly staff.",1
+Couldn't ask for a more satisfying meal.,1
+"I don't each much pasta, but I love the homemade /hand made pastas and thin pizzas here.",1
+Interesting decor.,1
+Wonderful lil tapas and the ambience made me feel all warm and fuzzy inside.,1
+"Their menu is diverse, and reasonably priced.",1
+"When I'm on this side of town, this will definitely be a spot I'll hit up again!",1
+"for 40 bucks a head, i really expect better food.",0
+The grilled chicken was so tender and yellow from the saffron seasoning.,1
+"However, there was so much garlic in the fondue, it was barely edible.",0
+"If you're not familiar, check it out.",1
+"Thus far, have only visited twice and the food was absolutely delicious each time.",1
+This is some seriously good pizza and I'm an expert/connisseur on the topic.,1
+The Burrittos Blah!,0
+I probably would not go here again.,0
+"Overall, I like this place a lot.",1
+This is a great restaurant at the Mandalay Bay.,1
+"Although I very much liked the look and sound of this place, the actual experience was a bit disappointing.",0
+"Service is quick and even ""to go"" orders are just like we like it!",1
+"Similarly, the delivery man did not say a word of apology when our food was 45 minutes late.",0
+Much better than the other AYCE sushi place I went to in Vegas.,1
+"too bad cause I know it's family owned, I really wanted to like this place.",0
+the staff is friendly and the joint is always clean.,1
+"A couple of months later, I returned and had an amazing meal.",1
+"Also, I feel like the chips are bought, not made in house.",0
+The only redeeming quality of the restaurant was that it was very inexpensive.,1
+"I don't have very many words to say about this place, but it does everything pretty well.",1
+"I got to enjoy the seafood salad, with a fabulous vinegrette.",1
+"Same evening, him and I are both drastically sick.",0
+I'm super pissd.,0
+"The building itself seems pretty neat; the bathroom is pretty trippy, but I wouldn't eat here again.",0
+Join the club and get awesome offers via email.,1
+"The food is about on par with Denny's, which is to say, not good at all.",0
+"After 20 minutes wait, I got a table.",0
+They know how to make them here.,1
+Never going back.,0
+Pricing is a bit of a concern at Mellow Mushroom.,0
+This place lacked style!!,0
+Highly recommended.,1
+Ordered burger rare came in we'll done.,0
+Never had anything to complain about here.,1
+Mediocre food.,0
+I would not recommend this place.,0
+"This place is pretty good, nice little vibe in the restaurant.",1
+Just as good as when I had it more than a year ago!,1
+You cant go wrong with any of the food here.,1
+Best fish I've ever had in my life!,1
+"Best service and food ever, Maria our server was so good and friendly she made our day.",1
+"To my disbelief, each dish qualified as the worst version of these foods I have ever tasted.",0
+The patio seating was very comfortable.,1
+Fantastic food!,1
+It's worth driving up from Tucson!,1
+I've never been more insulted or felt disrespected.,0
+The staff was very attentive.,1
+Pretty good beer selection too.,1
+The buffet is small and all the food they offered was BLAND.,0
+I would definitely recommend the wings as well as the pizza.,1
+"It took over 30 min to get their milkshake, which was nothing more than chocolate milk.",0
+The pizza selections are good.,1
+After I pulled up my car I waited for another 15 minutes before being acknowledged.,0
+I was so insulted.,0
+"I'm so happy to be here!!!""",1
+I had the chicken Pho and it tasted very bland.,0
+definitely will come back here again.,1
+"Strike 2, who wants to be rushed.",0
+The food was terrible.,0
+"The descriptions said ""yum yum sauce"" and another said ""eel sauce"", yet another said ""spicy mayo""...well NONE of the rolls had sauces on them.",0
+I consider this theft.,0
+"As much as I'd like to go back, I can't get passed the atrocious service and will never return.",0
+I probably won't be coming back here.,0
+The roast beef sandwich tasted really good!,1
+I'm probably one of the few people to ever go to Ians and not like it.,0
+The Veggitarian platter is out of this world!,1
+Once your food arrives it's meh.,0
+The chefs were friendly and did a good job.,1
+Food is way overpriced and portions are fucking small.,0
+There is so much good food in Vegas that I feel cheated for wasting an eating opportunity by going to Rice and Company.,0
+Great time - family dinner on a Sunday night.,1
+It was equally awful.,0
+The vegetables are so fresh and the sauce feels like authentic Thai.,1
+"I tried the Cape Cod ravoli, chicken,with cranberry...mmmm!",1
+It's NOT hard to make a decent hamburger.,0
+We won't be going back.,0
+The tables outside are also dirty a lot of the time and the workers are not always friendly and helpful with the menu.,0
+This place receives stars for their APPETIZERS!!!,1
+It shouldn't take 30 min for pancakes and eggs.,0
+The real disappointment was our waiter.,0
+The refried beans that came with my meal were dried out and crusty and the food was bland.,0
+Cooked to perfection and the service was impeccable.,1
+"Worst service to boot, but that is the least of their worries.",0
+"Our waiter was very attentive, friendly, and informative.",1
+RUDE & INCONSIDERATE MANAGEMENT.,0
+We waited for forty five minutes in vain.,0
+"Worse of all, he humiliated his worker right in front of me..Bunch of horrible name callings.",0
+"The burger had absolutely no flavor - the meat itself was totally bland, the burger was overcooked and there was no charcoal flavor.",0
+She ordered a toasted English muffin that came out untoasted.,0
+* Both the Hot & Sour & the Egg Flower Soups were absolutely 5 Stars!,1
+Went for lunch - service was slow.,0
+"Anyway, I do not think i will go back there.",0
+Bacon is hella salty.,1
+The cashier was friendly and even brought the food out to me.,1
+"They have horrible attitudes towards customers, and talk down to each one when customers don't enjoy their food.",0
+The bartender was also nice.,1
+We started with the tuna sashimi which was brownish in color and obviously wasn't fresh.,0
+Penne vodka excellent!,1
+Their daily specials are always a hit with my group.,1
+The service was terrible though.,0
+"I started this review with two stars, but I'm editing it to give it only one.",0
+Some highlights : Great quality nigiri here!,1
+I'd love to go back.,1
+"The meat was pretty dry, I had the sliced brisket and pulled pork.",0
+Service is also cute.,1
+That's right....the red velvet cake.....ohhh this stuff is so good.,1
+High-quality chicken on the chicken Caesar salad.,1
+I immediately said I wanted to talk to the manager but I did not want to talk to the guy who was doing shots of fireball behind the bar.,0
+"For about 10 minutes, we we're waiting for her salad when we realized that it wasn't coming any time soon.",0
+I've had better bagels from the grocery store.,0
+We were sat right on time and our server from the get go was FANTASTIC!,1
+"Our server was fantastic and when he found out the wife loves roasted garlic and bone marrow, he added extra to our meal and another marrow to go!",1
+I'm not impressed with the concept or the food.,0
+"It was attached to a gas station, and that is rarely a good sign.",0
+"We got sitting fairly fast, but, ended up waiting 40 minutes just to place our order, another 30 minutes before the food arrived.",0
+"Probably never coming back, and wouldn't recommend it.",0
+The food was very good.,1
+"This place is a jewel in Las Vegas, and exactly what I've been hoping to find in nearly ten years living here.",1
+It was way over fried.,0
+Won't ever go here again.,0
+Con: spotty service.,0
+"Prices are very reasonable, flavors are spot on, the sauce is home made, and the slaw is not drenched in mayo.",1
+"There is really nothing for me at postinos, hope your experience is better",0
+"The staff are great, the ambiance is great.",1
+The steak was amazing...rge fillet relleno was the best seafood plate i have ever had!,1
+"Very good food, great atmosphere.1",1
+"The chips and salsa were really good, the salsa was very fresh.",1
+The Buffet at Bellagio was far from what I anticipated.,0
+Hard to judge whether these sides were good because we were grossed out by the melted styrofoam and didn't want to eat it for fear of getting sick.,0
+The turkey and roast beef were bland.,0
+It was absolutely amazing.,1
+The service was a bit lacking.,0
+Dessert: Panna Cotta was amazing.,1
+"No allergy warnings on the menu, and the waitress had absolutely no clue as to which meals did or did not contain peanuts.",0
+The portion was huge!,1
+Eclectic selection.,1
+Sooooo good!!,1
+Great place to relax and have an awesome burger and beer.,1
+Bland... Not a liking this place for a number of reasons and I don't want to waste time on bad reviewing.. I'll leave it at that...,0
+"Our server was very nice, and even though he looked a little overwhelmed with all of our needs, he stayed professional and friendly until the end.",1
+"We thought you'd have to venture further away to get good sushi, but this place really hit the spot that night.",1
+Very good lunch spot.,1
+As a sushi lover avoid this place by all means.,0
+I took back my money and got outta there.,0
+"On the good side, the staff was genuinely pleasant and enthusiastic - a real treat.",1
+The poor batter to meat ratio made the chicken tenders very unsatisfying.,0
+I give it 2 thumbs down,0
+All of the tapas dishes were delicious!,1
+"The ambiance here did not feel like a buffet setting, but more of a douchey indoor garden for tea and biscuits.",0
+I want to first say our server was great and we had perfect service.,1
+At least think to refill my water before I struggle to wave you over for 10 minutes.,0
+If you want a sandwich just go to any Firehouse!!!!!,1
+Waited 2 hours & never got either of our pizzas as many other around us who came in later did!,0
+A great touch.,1
+The block was amazing.,1
+"I ate there twice on my last visit, and especially enjoyed the salmon salad.",1
+"I know this is not like the other restaurants at all, something is very off here!",0
+this place is good.,1
+We had a group of 70+ when we claimed we would only have 40 and they handled us beautifully.,1
+This place deserves one star and 90% has to do with the food.,0
+"Loved it...friendly servers, great food, wonderful and imaginative menu.",1
+Our server was super nice and checked on us many times.,1
+This place has it!,1
+Coming here is like experiencing an underwhelming relationship where both parties can't wait for the other person to ask to break up.,0
+Favorite place in town for shawarrrrrrma!!!!!!,1
+This was my first and only Vegas buffet and it did not disappoint.,1
+A lady at the table next to us found a live green caterpillar In her salad.,0
+"Love the margaritas, too!",1
+This is a GREAT place to eat!,1
+I could eat their bruschetta all day it is devine.,1
+We will not be coming back.,0
+An excellent new restaurant by an experienced Frenchman.,1
+WAAAAAAyyyyyyyyyy over rated is all I am saying.,0
+The menu had so much good stuff on it i could not decide!,1
+I'll definitely be in soon again.,1
+Very poor service.,0
+The price is reasonable and the service is great.,1
+"I personally love the hummus, pita, baklava, falafels and Baba Ganoush (it's amazing what they do with eggplant!).",1
+And it was way to expensive.,0
+"If you look for authentic Thai food, go else where.",0
+There is not a deal good enough that would drag me into that establishment again.,0
+I had a pretty satifying experience.,1
+The only reason to eat here would be to fill up before a night of binge drinking just to get some carbs in your stomach.,0
+I could care less... The interior is just beautiful.,1
+It's a great place and I highly recommend it.,1
+Damn good steak.,1
+You won't be disappointed.,1
+I found this place by accident and I could not be happier.,1
+Server did a great job handling our large rowdy table.,1
+-Drinks took close to 30 minutes to come out at one point.,0
+I got home to see the driest damn wings ever!,0
+I was mortified.,0
+"I really do recommend this place, you can go wrong with this donut place!",1
+I'm not really sure how Joey's was voted best hot dog in the Valley by readers of Phoenix Magazine.,0
+I won't try going back there even if it's empty.,0
+Nicest Chinese restaurant I've been in a while.,1
+"This place is overpriced, not consistent with their boba, and it really is OVERPRICED!",0
+(The bathroom is just next door and very nice.),1
+The servers are not pleasant to deal with and they don't always honor Pizza Hut coupons.,0
+Will not be back.,0
+Food was delicious!,1
+-My order was not correct.,0
+Spend your money elsewhere.,0
+"The pizza tasted old, super chewy in not a good way.",0
+"However, my recent experience at this particular location was not so good.",0
+"The menu is always changing, food quality is going down & service is extremely slow.",0
+Now I am getting angry and I want my damn pho.,0
+I'm not eating here!,0
+Im in AZ all the time and now have my new spot.,1
+I love the decor with the Chinese calligraphy wall paper.,1
+We'll never go again.,0
+Waitress was a little slow in service.,0
+Ample portions and good prices.,1
+"How can you call yourself a steakhouse if you can't properly cook a steak, I don't understand!",0
+The place was not clean and the food oh so stale!,0
+"Try them in the airport to experience some tasty food and speedy, friendly service.",1
+And the red curry had so much bamboo shoots and wasn't very tasty to me.,0
+I think this restaurant suffers from not trying hard enough.,0
+I wouldn't return.,0
+"I LOVED their mussels cooked in this wine reduction, the duck was tender, and their potato dishes were delicious.",1
+Not good for the money.,0
+And then tragedy struck.,0
+I just wanted to leave.,0
+I asked multiple times for the wine list and after some time of being ignored I went to the hostess and got one myself.,0
+"Level 5 spicy was perfect, where spice didn't over-whelm the soup.",1
+I would recommend saving room for this!,1
+The service was outshining & I definitely recommend the Halibut.,1
+Food was really boring.,0
+it was a drive to get there.,0
+Very Very Disappointed ordered the $35 Big Bay Plater.,0
+I really enjoyed Crema Café before they expanded; I even told friends they had the BEST breakfast.,1
+"Hot dishes are not hot, cold dishes are close to room temp.I watched staff prepare food with BARE HANDS, no gloves.Everything is deep fried in oil.",0
+Waited and waited and waited.,0
+I love their fries and their beans.,1
+So absolutley fantastic.,1
+I would avoid this place if you are staying in the Mirage.,0
+It was delicious!!!,1
+It wasn't busy at all and now we know why.,0
+My friend loved the salmon tartar.,1
+"Took an hour to get our food only 4 tables in restaurant my food was Luke warm, Our sever was running around like he was totally overwhelmed.",0
+I also decided not to send it back because our waitress looked like she was on the verge of having a heart attack.,0
+So they performed.,1
+Service is perfect and the family atmosphere is nice to see.,1
+I can't tell you how disappointed I was.,0
+We are so glad we found this place.,1
+"I kept looking at the time and it had soon become 35 minutes, yet still no food.",0
+"I have eaten here multiple times, and each time the food was delicious.",1
+The problem I have is that they charge $11.99 for a sandwich that is no bigger than a Subway sub (which offers better and more amount of vegetables).,0
+My first visit to Hiro was a delight!,1
+Nothing special.,0
+If someone orders two tacos don't' you think it may be part of customer service to ask if it is combo or ala cart?,0
+The Han Nan Chicken was also very tasty.,1
+Honeslty it didn't taste THAT fresh.),0
+"Overall, I was very disappointed with the quality of food at Bouchon.",0
+What a mistake that was!,0
+"We had so much to say about the place before we walked in that he expected it to be amazing, but was quickly disappointed.",0
+If you are reading this please don't go there.,0
+Gave up trying to eat any of the crust (teeth still sore).,0
+"Love this place, hits the spot when I want something healthy but not lacking in quantity or flavor.",1
+I loved the bacon wrapped dates.,1
+Great brunch spot.,1
+The seasonal fruit was fresh white peach puree.,1
+"Perhaps I caught them on an off night judging by the other reviews, but I'm not inspired to go back.",0
+Awful service.,0
+"The best place in Vegas for breakfast (just check out a Sat, or Sun.",1
+"The guys all had steaks, and our steak loving son who has had steak at the best and worst places said it was the best steak he's ever eaten.",1
+"After one bite, I was hooked.",1
+The fried rice was dry as well.,0
+Service was excellent and prices are pretty reasonable considering this is Vegas and located inside the Crystals shopping mall by Aria.,1
+The food was outstanding and the prices were very reasonable.,1
+"Furthermore, you can't even find hours of operation on the website!",0
+The waiter wasn't helpful or friendly and rarely checked on us.,0
+This place is amazing!,1
+"Be sure to order dessert, even if you need to pack it to-go - the tiramisu and cannoli are both to die for.",1
+"The chains, which I'm no fan of, beat this place easily.",0
+"What SHOULD have been a hilarious, yummy Christmas Eve dinner to remember was the biggest fail of the entire trip for us.",0
+"Went in for happy hour, great list of wines.",1
+"As for the ""mains,"" also uninspired.",0
+"The staff is always super friendly and helpful, which is especially cool when you bring two small boys and a baby!",1
+And service was super friendly.,1
+The black eyed peas and sweet potatoes... UNREAL!,1
+You can't beat that.,1
+I ordered Albondigas soup - which was just warm - and tasted like tomato soup with frozen meatballs.,0
+The service was meh.,0
+"This really is how Vegas fine dining used to be, right down to the menus handed to the ladies that have no prices listed.",1
+"The chips that came out were dripping with grease, and mostly not edible.",0
+"That just SCREAMS ""LEGIT"" in my book...somethat's also pretty rare here in Vegas.",1
+"We had fantastic service, and were pleased by the atmosphere.",1
+This place is two thumbs up....way up.,1
+I waited and waited.,0
+Any grandmother can make a roasted chicken better than this one.,0
+We've have gotten a much better service from the pizza place next door than the services we received from this restaurant.,0
+This is my new fav Vegas buffet spot.,1
+Will be back again!,1
+"The ripped banana was not only ripped, but petrified and tasteless.",0
+Special thanks to Dylan T. for the recommendation on what to order :) All yummy for my tummy.,1
+"The sides are delish - mixed mushrooms, yukon gold puree, white corn - beateous.",1
+But the service was beyond bad.,0
+"Hawaiian Breeze, Mango Magic, and Pineapple Delight are the smoothies that I've tried so far and they're all good.",1
+Good beer & drink selection and good food selection.,1
+"I also had to taste my Mom's multi-grain pumpkin pancakes with pecan butter and they were amazing, fluffy, and delicious!",1
+Everything on the menu is terrific and we were also thrilled that they made amazing accommodations for our vegetarian daughter.,1
+I got food poisoning here at the buffet.,0
+My friend did not like his Bloody Mary.,0
+I paid the bill but did not tip because I felt the server did a terrible job.,0
+Probably not in a hurry to go back.,0
+"I had high hopes for this place since the burgers are cooked over a charcoal grill, but unfortunately the taste fell flat, way flat.",0
+"Needless to say, we will never be back here again.",0
+I don't recommend unless your car breaks down in front of it and you are starving.,0
+Overpriced for what you are getting.,0
+"If you love authentic Mexican food and want a whole bunch of interesting, yet delicious meats to choose from, you need to try this place.",1
+"Best Buffet in town, for the price you cannot beat it.",1
+"Oh this is such a thing of beauty, this restaurant.",1
+It kept getting worse and worse so now I'm officially done.,0
+"My side Greek salad with the Greek dressing was so tasty, and the pita and hummus was very refreshing.",1
+It was awesome.,1
+Please stay away from the shrimp stir fried noodles.,0
+Service was fine and the waitress was friendly.,1
+I think food should have flavor and texture and both were lacking.,0
+Everything was fresh and delicious!,1
+The service was poor and thats being nice.,0
+I was disgusted because I was pretty sure that was human hair.,0
+The cow tongue and cheek tacos are amazing.,1
+"Cute, quaint, simple, honest.",1
+"The whole experience was underwhelming, and I think we'll just go to Ninja Sushi next time.",0
+"I don't know what the big deal is about this place, but I won't be back ""ya'all"".",0
+This was like the final blow!,0
+I LOVED it!,1
+So good I am going to have to review this place twice - once hereas a tribute to the place and once as a tribute to an event held here last night.,1
+Very very fun chef.,1
+"All in all, Ha Long Bay was a bit of a flop.",0
+It was packed!!,0
+The kids play area is NASTY!,0
+Seriously killer hot chai latte.,1
+"Overall, I don't think that I would take my parents to this place again because they made most of the similar complaints that I silently felt too.",0
+I miss it and wish they had one in Philadelphia!,1
+"They have a good selection of food including a massive meatloaf sandwich, a crispy chicken wrap, a delish tuna melt and some tasty burgers.",1
+Food was so gooodd.,1
+My salad had a bland vinegrette on the baby greens and hearts of Palm.,0
+"a drive thru means you do not want to wait around for half an hour for your food, but somehow when we end up going here they make us wait and wait.",0
+They have a really nice atmosphere.,1
+"The burger is good beef, cooked just right.",1
+"Third, the cheese on my friend's burger was cold.",0
+This is an Outstanding little restaurant with some of the Best Food I have ever tasted.,1
+This is one of the better buffets that I have been to.,1
+AN HOUR... seriously?,0
+How awesome is that.,1
+The crêpe was delicate and thin and moist.,1
+Talk about great customer service of course we will be back.,1
+The warm beer didn't help.,0
+Sauce was tasteless.,0
+Cant say enough good things about this place.,1
+Hell no will I go back,0
+But I don't like it.,0
+I will be back many times soon.,1
+Nargile - I think you are great.,1
+Owner's are really great people.!,1
+I don't think I'll be running back to Carly's anytime soon for food.,0
+I don't think we'll be going back anytime soon.,0
+The pancake was also really good and pretty large at that.,1
+"Not a weekly haunt, but definitely a place to come back to every once in a while.",1
+This is one of the best bars with food in Vegas.,1
+TOTAL WASTE OF TIME.,0
+This place is great!!!!!!!!!!!!!!,1
+From what my dinner companions told me...everything was very fresh with nice texture and taste.,1
+Appetite instantly gone.,0
+The classic Maine Lobster Roll was fantastic.,1
+The food is very good for your typical bar food.,1
+Waiter was a jerk.,0
+There is nothing authentic about this place.,0
+The waitress and manager are so friendly.,1
+I wasn't really impressed with Strip Steak.,0
+CONCLUSION: Very filling meals.,1
+"It's like a really sexy party in your mouth, where you're outrageously flirting with the hottest person at the party.",1
+"the food is not tasty at all, not to say its ""real traditional Hunan style"".",0
+"I could barely stomach the meal, but didn't complain because it was a business lunch.",0
+Worst Thai ever.,0
+Service is quick and friendly.,1
+"The staff is super nice and very quick even with the crazy crowds of the downtown juries, lawyers, and court staff.",1
+This place was such a nice surprise!,1
+He deserves 5 stars.,1
+We ordered the duck rare and it was pink and tender on the inside with a nice char on the outside.,1
+Not much seafood and like 5 strings of pasta at the bottom.,0
+Would not recommend to others.,0
+When I received my Pita it was huge it did have a lot of meat in it so thumbs up there.,1
+Restaurant is always full but never a wait.,1
+"Everyone is very attentive, providing excellent customer service.",1
+"In an interesting part of town, this place is amazing.",1
+I did not expect this to be so good!,1
+I don't know what kind it is but they have the best iced tea.,1
+We recently witnessed her poor quality of management towards other guests as well.,0
+The chicken wings contained the driest chicken meat I have ever eaten.,0
+- They never brought a salad we asked for.,0
+Hands down my favorite Italian restaurant!,1
+My ribeye steak was cooked perfectly and had great mesquite flavor.,1
+"The service was terrible, food was mediocre.",0
+"Great steak, great sides, great wine, amazing desserts.",1
+I seriously cannot believe that the owner has so many unexperienced employees that all are running around like chickens with their heads cut off.,0
+But then they came back cold.,0
+I can say that the desserts were yummy.,1
+"Not much flavor to them, and very poorly constructed.",0
+"I go to far too many places and I've never seen any restaurant that serves a 1 egg breakfast, especially for $4.00.",0
+The bus boy on the other hand was so rude.,0
+"The owner used to work at Nobu, so this place is really similar for half the price.",1
+walked in and the place smelled like an old grease trap and only 2 others there eating.,0
+This place is way too overpriced for mediocre food.,0
+"For sushi on the Strip, this is the place to go.",1
+It really is impressive that the place hasn't closed down.,0
+"The first time I ever came here I had an amazing experience, I still tell people how awesome the duck was.",1
+"Lordy, the Khao Soi is a dish that is not to be missed for curry lovers!",1
+The Jamaican mojitos are delicious.,1
+We loved the biscuits!!!,1
+It'll be a regular stop on my trips to Phoenix!,1
+Fantastic service here.,1
+"What did bother me, was the slow service.",0
+The atmosphere was great with a lovely duo of violinists playing songs we requested.,1
+They also now serve Indian naan bread with hummus and some spicy pine nut sauce that was out of this world.,1
+you can watch them preparing the delicious food!),1
+"I do love sushi, but I found Kabuki to be over-priced, over-hip and under-services.",0
+I think not again,0
+"I find wasting food to be despicable, but this just wasn't food.",0
+Overall I wasn't very impressed with Noca.,0
+Paying $7.85 for a hot dog and fries that looks like it came out of a kid's meal at the Wienerschnitzel is not my idea of a good meal.,0
+"He was extremely rude and really, there are so many other restaurants I would love to dine at during a weekend in Vegas.",0
+The ambiance was incredible.,1
+I found a six inch long piece of wire in my salsa.,0
+"This is was due to the fact that it took 20 minutes to be acknowledged, then another 35 minutes to get our food...and they kept forgetting things.",0
+This place is hands-down one of the best places to eat in the Phoenix metro area.,1
+"The Wife hated her meal (coconut shrimp), and our friends really did not enjoy their meals, either.",0
+The manager was the worst.,0
+Waitress was sweet and funny.,1
+"(It wasn't busy either) Also, the building was FREEZING cold.",0
+I was VERY disappointed!!,0
+The restaurant atmosphere was exquisite.,1
+We were promptly greeted and seated.,1
+"And the drinks are WEAK, people!",0
+"They could serve it with just the vinaigrette and it may make for a better overall dish, but it was still very good.",1
+These are the nicest restaurant owners I've ever come across.,1
+Ambience is perfect.,1
+We had 7 at our table and the service was pretty fast.,1
+If there were zero stars I would give it zero stars.,0
+This greedy corporation will NEVER see another dime from me!,0
+Won't go back.,0
+The selection was probably the worst I've seen in Vegas.....there was none.,0
+My boyfriend tried the Mediterranean Chicken Salad and fell in love.,1
+"I probably won't be back, to be honest.",0
+I just don't know how this place managed to served the blandest food I have ever eaten when they are preparing Indian cuisine.,0
+Def coming back to bowl next time,1
+The selection of food was not the best.,0
+I dont think I will be back for a very long time.,0
+"They will customize your order any way you'd like, my usual is Eggplant with Green Bean stir fry, love it!",1
+will definitely be back!,1
+Why are these sad little vegetables so overcooked?,0
+Terrible management.,0
+"Great food for the price, which is very high quality and house made.",1
+We could not believe how dirty the oysters were!,0
+Before I go in to why I gave a 1 star rating please know that this was my third time eating at Bachi burger before writing a review.,0
+Would not go back.,0
+"For service, I give them no stars.",0
+I went to Bachi Burger on a friend's recommendation and was not disappointed.,1
+It was just not a fun experience.,1
+Crust is not good.,0
+The scallop dish is quite appalling for value as well.,0
+"Very good, though!",1
+My drink was never empty and he made some really great menu suggestions.,1
+"Great place to eat, reminds me of the little mom and pop shops in the San Francisco Bay Area.",1
+We watched our waiter pay a lot more attention to other tables and ignore us.,0
+The only thing I wasn't too crazy about was their guacamole as I don't like it puréed.,0
+I came back today since they relocated and still not impressed.,0
+My sashimi was poor quality being soggy and tasteless.,0
+But I definitely would not eat here again.,0
+I won't be back.,0
+The food came out at a good pace.,1
+"All in all, I can assure you I'll be back.",1
+The food wasn't good.,0
+This is the place where I first had pho and it was amazing!!,1
+Wow very spicy but delicious.,1
+very slow at seating even with reservation.,0
+She was quite disappointed although some blame needs to be placed at her door.,0
+"After waiting an hour and being seated, I was not in the greatest of moods.",0
+"like the other reviewer said ""you couldn't pay me to eat at this place again.""",0
+"Every time I eat here, I see caring teamwork to a professional degree.",1
+"The fries were not hot, and neither was my burger.",0
+"I have watched their prices inflate, portions get smaller and management attitudes grow rapidly!",0
+Crostini that came with the salad was stale.,0
+I had to wait over 30 minutes to get my drink and longer to get 2 arepas.,0
+This place is awesome if you want something light and healthy during the summer.,1
+I'm not sure how long we stood there but it was long enough for me to begin to feel awkwardly out of place.,0
+This was my first time and I can't wait until the next.,1
+"I guess I should have known that this place would suck, because it is inside of the Excalibur, but I didn't use my common sense.",0
+The service here leaves a lot to be desired.,0
+"OMG, the food was delicioso!",1

requirements.txt

@@ -0,0 +1,7 @@
+gradio
+numpy
+pandas
+joblib
+tensorflow
+scikit-learn
+opencv-python