diff --git a/Project/SentimentAnalyzer.ipynb b/Project/SentimentAnalyzer.ipynb index acad8d8..efbb2b2 100644 --- a/Project/SentimentAnalyzer.ipynb +++ b/Project/SentimentAnalyzer.ipynb @@ -2,17 +2,2190 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import textblob \n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\janaa\\AppData\\Local\\Temp\\ipykernel_24552\\2063561842.py:1: DtypeWarning: Columns (1,10) have mixed types. Specify dtype option on import or set low_memory=False.\n", + " df = pd.read_csv(\"data.csv\")\n" + ] + }, + { + "data": { + "text/html": [ + "
| \n", + " | id | \n", + "name | \n", + "asins | \n", + "brand | \n", + "categories | \n", + "keys | \n", + "manufacturer | \n", + "reviews.date | \n", + "reviews.dateAdded | \n", + "reviews.dateSeen | \n", + "... | \n", + "reviews.doRecommend | \n", + "reviews.id | \n", + "reviews.numHelpful | \n", + "reviews.rating | \n", + "reviews.sourceURLs | \n", + "reviews.text | \n", + "reviews.title | \n", + "reviews.userCity | \n", + "reviews.userProvince | \n", + "reviews.username | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3695 | \n", + "AVphgVaX1cnluZ0-DR74 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "B018Y229OU | \n", + "Amazon | \n", + "Fire Tablets,Tablets,Computers & Tablets,All T... | \n", + "firetablet7displaywifi8gbincludesspecialoffers... | \n", + "Amazon | \n", + "2016-12-23T00:00:00.000Z | \n", + "2017-07-02T18:59:13Z | \n", + "2017-06-07T08:20:00.000Z,2017-04-30T00:09:00.000Z | \n", + "... | \n", + "True | \n", + "NaN | \n", + "0.0 | \n", + "4.0 | \n", + "http://reviews.bestbuy.com/3545/5025800/review... | \n", + "Good basic tablet for checking email , web bro... | \n", + "Good | \n", + "NaN | \n", + "NaN | \n", + "Jacques | \n", + "
| 3696 | \n", + "AVphgVaX1cnluZ0-DR74 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "B018Y229OU | \n", + "Amazon | \n", + "Fire Tablets,Tablets,Computers & Tablets,All T... | \n", + "firetablet7displaywifi8gbincludesspecialoffers... | \n", + "Amazon | \n", + "2016-12-23T00:00:00.000Z | \n", + "2017-07-02T18:59:13Z | \n", + "2017-06-07T08:20:00.000Z,2017-04-30T00:09:00.000Z | \n", + "... | \n", + "True | \n", + "NaN | \n", + "0.0 | \n", + "5.0 | \n", + "http://reviews.bestbuy.com/3545/5025800/review... | \n", + "I love this tablet. It was a great buy. I woul... | \n", + "Great tablet! | \n", + "NaN | \n", + "NaN | \n", + "resolution516 | \n", + "
| 3697 | \n", + "AVphgVaX1cnluZ0-DR74 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "B018Y229OU | \n", + "Amazon | \n", + "Fire Tablets,Tablets,Computers & Tablets,All T... | \n", + "firetablet7displaywifi8gbincludesspecialoffers... | \n", + "Amazon | \n", + "2016-12-23T00:00:00.000Z | \n", + "2017-07-02T18:59:13Z | \n", + "2017-06-07T08:20:00.000Z,2017-04-30T00:09:00.000Z | \n", + "... | \n", + "True | \n", + "NaN | \n", + "0.0 | \n", + "5.0 | \n", + "http://reviews.bestbuy.com/3545/5025800/review... | \n", + "Brought my old tablet in to my local store, an... | \n", + "Good tablet for a low price. | \n", + "NaN | \n", + "NaN | \n", + "AvatarRei | \n", + "
3 rows × 21 columns
\n", + "| \n", + " | name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "
|---|---|---|---|---|---|
| 3695 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good basic tablet for checking email , web bro... | \n", + "Good | \n", + "
| 3696 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "I love this tablet. It was a great buy. I woul... | \n", + "Great tablet! | \n", + "
| 3697 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Brought my old tablet in to my local store, an... | \n", + "Good tablet for a low price. | \n", + "
| 3698 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good Inexpensive tablet for someone that does ... | \n", + "Good tablet for a beginner | \n", + "
| 3699 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "I got this for my niece. I would say this prod... | \n", + "Great for kids | \n", + "
| \n", + " | reviews.rating | \n", + "
|---|---|
| count | \n", + "10966.000000 | \n", + "
| mean | \n", + "4.454222 | \n", + "
| std | \n", + "0.801874 | \n", + "
| min | \n", + "1.000000 | \n", + "
| 25% | \n", + "4.000000 | \n", + "
| 50% | \n", + "5.000000 | \n", + "
| 75% | \n", + "5.000000 | \n", + "
| max | \n", + "5.000000 | \n", + "
| \n", + " | name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|
| 3695 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good basic tablet for checking email , web bro... | \n", + "Good | \n", + "positive | \n", + "
| 3696 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "I love this tablet. It was a great buy. I woul... | \n", + "Great tablet! | \n", + "positive | \n", + "
| 3697 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Brought my old tablet in to my local store, an... | \n", + "Good tablet for a low price. | \n", + "positive | \n", + "
| 3698 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good Inexpensive tablet for someone that does ... | \n", + "Good tablet for a beginner | \n", + "positive | \n", + "
| 3699 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "I got this for my niece. I would say this prod... | \n", + "Great for kids | \n", + "positive | \n", + "
| \n", + " | name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|
| 3695 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good basic tablet for checking email , web bro... | \n", + "Good | \n", + "positive | \n", + "
| 3696 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "I love this tablet. It was a great buy. I woul... | \n", + "Great tablet! | \n", + "positive | \n", + "
| 3697 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Brought my old tablet in to my local store, an... | \n", + "Good tablet for a low price. | \n", + "positive | \n", + "
| 3698 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good Inexpensive tablet for someone that does ... | \n", + "Good tablet for a beginner | \n", + "positive | \n", + "
| 3699 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "I got this for my niece. I would say this prod... | \n", + "Great for kids | \n", + "positive | \n", + "
| 3700 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "A great product for my kids and great learning... | \n", + "Good for grade school | \n", + "positive | \n", + "
| 3701 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Purchased for my toddler. Best investment yet.... | \n", + "Great tablet for all ages | \n", + "positive | \n", + "
| 3702 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "3.0 | \n", + "Buying this device I thought it could replace ... | \n", + "Lack usability | \n", + "positive | \n", + "
| 3703 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "This is a great tablet for us seniors because ... | \n", + "Great tablet for seniors | \n", + "positive | \n", + "
| 3704 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Nice tablet for the price. Got it for my son B... | \n", + "Nice tablet | \n", + "positive | \n", + "
| 3705 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "I got two of these for my young kids. It does ... | \n", + "Great for kids | \n", + "positive | \n", + "
| 3706 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "It's a great value for the price point of the ... | \n", + "Great Value | \n", + "positive | \n", + "
| 3707 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "I got this for my class! I love the setting fo... | \n", + "Great for kids! | \n", + "positive | \n", + "
| 3708 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Great product rooted with custom ROM. Slim ROM... | \n", + "Great Product for the money. | \n", + "positive | \n", + "
| 3709 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Parental controls are amazing and easy to use ... | \n", + "Amazing and best for personal control settings | \n", + "positive | \n", + "
| 3710 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "My son loves it. It was very affordable. And i... | \n", + "Great for children and first time tablet owners | \n", + "positive | \n", + "
| 3711 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Overall this is a great tablet for the money. ... | \n", + "Perfect tablet for the money | \n", + "positive | \n", + "
| 3712 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Tablet is good for it's cost. Works cool. Not ... | \n", + "Fire tablet s good! | \n", + "positive | \n", + "
| 3713 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Easy enough for a 5 year old to use and with t... | \n", + "Great tablet for my great-grandson | \n", + "neutral | \n", + "
| 3714 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "I bought four of these for.my kids for xmas. T... | \n", + "All Good | \n", + "positive | \n", + "
| \n", + " | name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|
| 3695 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good basic tablet for checking email , web bro... | \n", + "Good | \n", + "positive | \n", + "
| 3696 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "I love this tablet. It was a great buy. I woul... | \n", + "Great tablet! | \n", + "positive | \n", + "
| 3697 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Brought my old tablet in to my local store, an... | \n", + "Good tablet for a low price. | \n", + "positive | \n", + "
| 3698 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good Inexpensive tablet for someone that does ... | \n", + "Good tablet for a beginner | \n", + "positive | \n", + "
| 3699 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "I got this for my niece. I would say this prod... | \n", + "Great for kids | \n", + "positive | \n", + "
| \n", + " | name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|
| 3879 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "3.0 | \n", + "the description sounded like the base unit was... | \n", + "online description was misleading | \n", + "negative | \n", + "
| 3969 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "2.0 | \n", + "Pro's GPS accurate--easy to set-upCons small s... | \n", + "vivosmart hr + undesireable | \n", + "negative | \n", + "
| 4102 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "1.0 | \n", + "I can't get my tablet to set the time so I hav... | \n", + "Wish it had instructions | \n", + "negative | \n", + "
| 4148 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Seems to be sturdy and lite weight for small h... | \n", + "Good quality for a child | \n", + "negative | \n", + "
| 4273 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "For the price tag of $59 bucks u can't go wron... | \n", + "Price is right | \n", + "negative | \n", + "
| \n", + " | name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|
| 3713 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Easy enough for a 5 year old to use and with t... | \n", + "Great tablet for my great-grandson | \n", + "neutral | \n", + "
| 3717 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "this is just as good as a laptop of ipad why w... | \n", + "my tab | \n", + "neutral | \n", + "
| 3726 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Small enough to carry and works fast enough fo... | \n", + "easy tablet to use | \n", + "neutral | \n", + "
| 3727 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Bought for my 6 yr old autistic grandson. So f... | \n", + "Great tablet for a beginner | \n", + "neutral | \n", + "
| 3733 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "For it being a Amazon tablet it does everythin... | \n", + "Awesome Tablet | \n", + "neutral | \n", + "
| \n", + " | name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|
| 0 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "1.0 | \n", + "This device is OK for reading or listening to ... | \n", + "Extremely slow | \n", + "positive | \n", + "
| 1 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "2.0 | \n", + "this was just ok... wish the camera quality wa... | \n", + "ok | \n", + "positive | \n", + "
| 2 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "2.0 | \n", + "Item was bought as a gift I haven't used the d... | \n", + "Ok | \n", + "positive | \n", + "
| 3 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "2.0 | \n", + "Best tablet and most affortable. Love that it ... | \n", + "Very affortable and perfect from Prime. | \n", + "positive | \n", + "
| 4 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "2.0 | \n", + "Clunky and full of ads. Ok for my kids to use ... | \n", + "Ok for kids | \n", + "positive | \n", + "
| \n", + " | name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|
| 0 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Seems to be sturdy and lite weight for small h... | \n", + "Good quality for a child | \n", + "negative | \n", + "
| 1 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "a $50 dollar tablet that will do more than an ... | \n", + "Can't Beat the price! | \n", + "negative | \n", + "
| 2 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "No reason to shop around at this price there i... | \n", + "Some thing for everybody | \n", + "negative | \n", + "
| 3 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Lot's of entertainment content game apps movie... | \n", + "Lot's of content to access | \n", + "negative | \n", + "
| 4 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Does what it says it does and is small and con... | \n", + "Great Tablet for streaming and Browsing | \n", + "negative | \n", + "
| \n", + " | Unnamed: 0 | \n", + "name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|---|
| 0 | \n", + "3695 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good basic tablet for checking email , web bro... | \n", + "Good | \n", + "positive | \n", + "
| 1 | \n", + "3696 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "I love this tablet. It was a great buy. I woul... | \n", + "Great tablet! | \n", + "positive | \n", + "
| 2 | \n", + "3697 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Brought my old tablet in to my local store, an... | \n", + "Good tablet for a low price. | \n", + "positive | \n", + "
| 3 | \n", + "3698 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good Inexpensive tablet for someone that does ... | \n", + "Good tablet for a beginner | \n", + "positive | \n", + "
| 4 | \n", + "3699 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "I got this for my niece. I would say this prod... | \n", + "Great for kids | \n", + "positive | \n", + "
| ... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
| 10961 | \n", + "14656 | \n", + "Brand New Amazon Kindle Fire 16gb 7 Ips Displa... | \n", + "Amazon | \n", + "5.0 | \n", + "I bought this tablet for my grandson in 4th gr... | \n", + "Great for a 4th grader | \n", + "neutral | \n", + "
| 10962 | \n", + "14657 | \n", + "Brand New Amazon Kindle Fire 16gb 7 Ips Displa... | \n", + "Amazon | \n", + "5.0 | \n", + "I have bought 3 of these tablets for my great ... | \n", + "great for children | \n", + "positive | \n", + "
| 10963 | \n", + "14658 | \n", + "Brand New Amazon Kindle Fire 16gb 7 Ips Displa... | \n", + "Amazon | \n", + "5.0 | \n", + "Bought this for my four year old niece and she... | \n", + "Loved it | \n", + "neutral | \n", + "
| 10964 | \n", + "14659 | \n", + "Brand New Amazon Kindle Fire 16gb 7 Ips Displa... | \n", + "Amazon | \n", + "4.0 | \n", + "Its exactly what I am wanted and the price was... | \n", + "Happy Buy | \n", + "positive | \n", + "
| 10965 | \n", + "14660 | \n", + "Brand New Amazon Kindle Fire 16gb 7 Ips Displa... | \n", + "Amazon | \n", + "5.0 | \n", + "Awesome tablet it's fast and easy to use. Affo... | \n", + "Great | \n", + "positive | \n", + "
10966 rows × 7 columns
\n", + "| \n", + " | Unnamed: 0 | \n", + "name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|---|
| 0 | \n", + "3695 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good basic tablet for checking email , web bro... | \n", + "Good | \n", + "positive | \n", + "
| 1 | \n", + "3696 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "I love this tablet. It was a great buy. I woul... | \n", + "Great tablet! | \n", + "positive | \n", + "
| 2 | \n", + "3697 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "Brought my old tablet in to my local store, an... | \n", + "Good tablet for a low price. | \n", + "positive | \n", + "
| 3 | \n", + "3698 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "Good Inexpensive tablet for someone that does ... | \n", + "Good tablet for a beginner | \n", + "positive | \n", + "
| 4 | \n", + "3699 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "I got this for my niece. I would say this prod... | \n", + "Great for kids | \n", + "positive | \n", + "
| ... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
| 10746 | \n", + "14441 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "It does most everything the higher priced tabl... | \n", + "Works. Can't beat the price | \n", + "neutral | \n", + "
| 10747 | \n", + "14442 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "It is everything it promised. I use it to down... | \n", + "Very easy set up | \n", + "neutral | \n", + "
| 10748 | \n", + "14443 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "3.0 | \n", + "Bought it as birthday gift for my son. He didn... | \n", + "Nice tablet for my 12 year old | \n", + "positive | \n", + "
| 10749 | \n", + "14444 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "This is great for kids and adult. A great prod... | \n", + "Great product | \n", + "positive | \n", + "
| 10750 | \n", + "14445 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "My kids already broke two of my tablets. So, I... | \n", + "Tablet for my kids | \n", + "positive | \n", + "
10751 rows × 7 columns
\n", + "| \n", + " | Unnamed: 0 | \n", + "name | \n", + "brand | \n", + "reviews.rating | \n", + "reviews.text | \n", + "reviews.title | \n", + "sentiment | \n", + "
|---|---|---|---|---|---|---|---|
| 10746 | \n", + "14441 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "It does most everything the higher priced tabl... | \n", + "Works. Can't beat the price | \n", + "neutral | \n", + "
| 10747 | \n", + "14442 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "It is everything it promised. I use it to down... | \n", + "Very easy set up | \n", + "neutral | \n", + "
| 10748 | \n", + "14443 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "3.0 | \n", + "Bought it as birthday gift for my son. He didn... | \n", + "Nice tablet for my 12 year old | \n", + "positive | \n", + "
| 10749 | \n", + "14444 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "5.0 | \n", + "This is great for kids and adult. A great prod... | \n", + "Great product | \n", + "positive | \n", + "
| 10750 | \n", + "14445 | \n", + "Fire Tablet, 7 Display, Wi-Fi, 8 GB - Includes... | \n", + "Amazon | \n", + "4.0 | \n", + "My kids already broke two of my tablets. So, I... | \n", + "Tablet for my kids | \n", + "positive | \n", + "