GitPlanet

Cheap and reliable Node.js hosting starts at $3/month, and $1/month static HTML hosting

Created with love in Canada, visit hostnodejs.com today

Feel like to post an Ad? Learn Details
All Projects → rohitthapliyal2000 → Amazon Mobile Sentiment Analysis

rohitthapliyal2000 / Amazon Mobile Sentiment Analysis

Opinion mining of Mobile reviews on Amazon platform

Programming Languages

python
139335 projects - #7 most used programming language
python3
1442 projects

Labels

machine-learningxmlsentiment-analysisxpath

Projects that are alternatives of or similar to Amazon Mobile Sentiment Analysis

Meeseeks
An Elixir library for parsing and extracting data from HTML and XML with CSS or XPath selectors.
Stars: ✭ 252 (+1226.32%)
Mutual labels:  xml, xpath
Fluentdom
A fluent api for working with XML in PHP
Stars: ✭ 327 (+1621.05%)
Mutual labels:  xml, xpath
XPath2.Net
Lightweight XPath2 for .NET
Stars: ✭ 26 (+36.84%)
Mutual labels:  xml, xpath
Xmlquery
xmlquery is Golang XPath package for XML query.
Stars: ✭ 209 (+1000%)
Mutual labels:  xml, xpath
Basex
BaseX Main Repository.
Stars: ✭ 515 (+2610.53%)
Mutual labels:  xml, xpath
Pugixml
Light-weight, simple and fast XML parser for C++ with XPath support
Stars: ✭ 2,809 (+14684.21%)
Mutual labels:  xml, xpath
Exist
eXist Native XML Database and Application Platform
Stars: ✭ 294 (+1447.37%)
Mutual labels:  xml, xpath
Markup
A Swift package for working with HTML, XML, and other markup languages, based on libxml2.
Stars: ✭ 93 (+389.47%)
Mutual labels:  xml, xpath
Camaro
camaro is an utility to transform XML to JSON, using Node.js binding to native XML parser pugixml, one of the fastest XML parser around.
Stars: ✭ 438 (+2205.26%)
Mutual labels:  xml, xpath
Xpath
XPath package for Golang, supports HTML, XML, JSON document query.
Stars: ✭ 376 (+1878.95%)
Mutual labels:  xml, xpath
Jquery Xpath
jQuery XPath plugin (with full XPath 2.0 language support)
Stars: ✭ 173 (+810.53%)
Mutual labels:  xml, xpath
Sirix
SirixDB is a temporal, evolutionary database system, which uses an accumulate only approach. It keeps the full history of each resource. Every commit stores a space-efficient snapshot through structural sharing. It is log-structured and never overwrites data. SirixDB uses a novel page-level versioning approach called sliding snapshot.
Stars: ✭ 638 (+3257.89%)
Mutual labels:  xml, xpath
Xquery
Extract data or evaluate value from HTML/XML documents using XPath
Stars: ✭ 155 (+715.79%)
Mutual labels:  xml, xpath
Ono
A sensible way to deal with XML & HTML for iOS & macOS
Stars: ✭ 2,599 (+13578.95%)
Mutual labels:  xml, xpath
Graphquery
GraphQuery is a query language and execution engine tied to any backend service.
Stars: ✭ 112 (+489.47%)
Mutual labels:  xml, xpath
XPathTools
A Visual Studio Extension which can run any XPath and XPath function; navigates through results at the click of a button. Can show and copy any XPath incl. XML namespaces, avoiding XML namespace induced headaches. Keeps track of the current XPath via the statusbar.
Stars: ✭ 40 (+110.53%)
Mutual labels:  xml, xpath
Xqerl
Erlang XQuery 3.1 Processor
Stars: ✭ 44 (+131.58%)
Mutual labels:  xml, xpath
Internettools
XPath/XQuery 3.1 interpreter for Pascal with compatibility modes for XPath 2.0/XQuery 1.0/3.0, custom and JSONiq extensions, XML/HTML parsers and classes for HTTP/S requests
Stars: ✭ 82 (+331.58%)
Mutual labels:  xml, xpath
Xidel
Command line tool to download and extract data from HTML/XML pages or JSON-APIs, using CSS, XPath 3.0, XQuery 3.0, JSONiq or pattern matching. It can also create new or transformed XML/HTML/JSON documents.
Stars: ✭ 335 (+1663.16%)
Mutual labels:  xml, xpath
Parsel
Parsel lets you extract data from XML/HTML documents using XPath or CSS selectors
Stars: ✭ 628 (+3205.26%)
Mutual labels:  xml, xpath
View All Similar Projects ➔

Amazon-Mobile-Sentiment-Analysis

Desciption :

This project works by scraping Amazon reviews for the user-desired mobile phone.

The first part includes searching the phone and scraping the reviews using infinite scrolling.

The second part includes training of NaiveBayesClassifier model on dataset and classifying the product reviews.

Tasks :

Searching the mobile phone on Amazon search bar

Finding the desired product i.e. 64GB, 128GB

Scraping the first 20(default, can be changed) pages of customer reviews sorted from new to old using infinite scrolling

Training the NaiveBayesClassifier algorithm on dataset

Classifying the reviews

Packages/tools used :

lxml library to use HTML element API

XML parser to parse the URL data into XML file

requests library to send HTTP request to Amazon webpage

NLTK library to use NaiveBayesAlgorithm and other features like bag-of-words, word-tokenizing

Requirements :

pip(Python Package Index) :

$ sudo apt-get install python3-pip

requests package :

$ pip3 install requests

lxml package :

$ sudo apt-get install libxml2-dev libxslt1-dev python-dev

$ pip3 install lxml

NLTK :

$ pip3 install nltk

To download nltk data, run following command on Python :

import nltk
nltk.download()

Select ALL and download from the pop-up GUI

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].