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Web crawling (also known as web data extraction, web scraping, screen scraping) has been broadly applied in many fields today. Before a web crawler tool ever comes into the public, it is the magic word for normal people with no programming skills. Its high threshold keeps blocking people outside the door of Big Data. A web scraping tool is the automated crawling technology and it bridges the wedge between the mysterious big data to everyone.
What are the benefits to use a web scraping tool?
It sets your hands free from doing repetitive work of copying and pasting.
It puts extracted data into a well-structured format including but not limited to Excel, HTML, and CSV.
It saves you time and money from getting a professional data analyst.
It is the cure for marketers, sellers, journalists, YouTubers, researchers and many others who are lacking technical skills.
Here is the deal
I listed 20 BEST web crawlers for you as a reference. Welcome to take full advantage of it!
1. Octoparse
Octoparse is a robust website crawler for extracting almost all kinds of data you need on the websites. You can use Octoparse to rip a website with its extensive functionalities and capabilities. It has 2 kinds of operation mode- Task Template Mode and Advanced Mode - for non-programmers to quickly pick up. The user-friendly point-and-click interface can guild you through the entire extraction process. As a result, you can pull website content easily and save it into structured formats like EXCEL, TXT, HTML or your databases in a short time frame.
In addition, it provides a Scheduled Cloud Extraction which enables you to extract the dynamic data in real-time and keep a tracking record on the website updates. You can also extract complex websites with difficult structures by using its built-in Regex and XPath configuration to locate elements precisely. You have no need to worry about IP blocking anymore. Octoparse offers IP Proxy Servers which will automate the IPs, leaving without being detected by aggressive websites.
To conclude, Octoparse should be able to satisfy users’ most crawling needs, both basic or advanced, without any coding skills.
2. Cyotek WebCopy
WebCopy is illustrative like its name. It's a free website crawler that allows you to copy partial or full websites locally into your hard disk for offline reference.
You can change its setting to tell the bot how you want to crawl. Besides that, you can also configure domain aliases, user agent strings, default documents and more.
However, WebCopy does not include a virtual DOM or any form of JavaScript parsing. If a website makes heavy use of JavaScript to operate, it's more likely WebCopy will not be able to make a true copy. Chances are, it will not correctly handle dynamic web site layouts due to the heavy use of JavaScript.
3. HTTrack
As a website crawler freeware, HTTrack provides functions well suited for downloading an entire website to your PC. It has versions available for Windows, Linux, Sun Solaris, and other Unix systems, which covers most users. It is interesting that HTTrack can mirror one site, or more than one site together (with shared links). You can decide the number of connections to opened concurrently while downloading web pages under “set optionsâ€. You can get the photos, files, HTML code from its mirrored website and resume interrupted downloads.
In addition, Proxy support is available within HTTrack for maximizing the speed.
HTTrack works as a command-line program, or through a shell for both private (capture) or professional (on-line web mirror) use. With that saying, HTTrack should be preferred and used more by people with advanced programming skills.
4. Getleft
Getleft is a free and easy-to-use website grabber. It allows you to download an entire website or any single web page. After you launch the Getleft, you can enter a URL and choose the files you want to download before it gets started. While it goes, it changes all the links for local browsing. Additionally, it offers multilingual support. Now Getleft supports 14 languages! However, it only provides limited Ftp supports, it will download the files but not recursively.
On the whole, Getleft should satisfy users’ basic crawling needs without more complex tactical skills.
5. Scraper
(Source)
Scraper is a Chrome extension with limited data extraction features but it’s helpful for making online research. It also allows exporting the data to Google Spreadsheets. This tool is intended for beginners and experts. You can easily copy the data to the clipboard or store it to the spreadsheets using OAuth. Scraper can auto-generates XPaths for defining URLs to crawl. It doesn't offer all-inclusive crawling services, but most people don't need to tackle messy configurations anyway.
6. OutWit Hub
OutWit Hub is a Firefox add-on with dozens of data extraction features to simplify your web searches. This web crawler tool can browse through pages and store the extracted information in a proper format.
OutWit Hub offers a single interface for scraping tiny or huge amounts of data per needs. OutWit Hub allows you to scrape any web page from the browser itself. It even can create automatic agents to extract data.
It is one of the simplest web scraping tools, which is free to use and offers you the convenience to extract web data without writing a single line of code.
7. ParseHub
Parsehub is a great web crawler which supports collecting data from websites that use AJAX technology, JavaScript, cookies and etc. Its machine learning technology can read, analyze and then transform web documents into relevant data.
The desktop application of Parsehub supports systems such as Windows, Mac OS X, and Linux. You even can use the web app that is built within the browser.
As a freeware, you can set up no more than five public projects in Parsehub. The paid subscription plans allow you to create at least 20 private projects for scraping websites.
8. Visual Scraper
VisualScraper is another great free and non-coding web scraper with a simple point-and-click interface. You can get real-time data from several web pages and export the extracted data as CSV, XML, JSON or SQL files. Besides the SaaS, VisualScraper offers web scraping services such as data delivery services and creating software extractors services.
Visual Scraper enables users to schedule the projects to run on a specific time or repeat the sequence every minute, days, week, month, year. Users could use it to extract news, updates, forum frequently.
9. Scrapinghub
Scrapinghub is a cloud-based data extraction tool that helps thousands of developers to fetch valuable data. Its open-source visual scraping tool allows users to scrape websites without any programming knowledge.
Scrapinghub uses Crawlera, a smart proxy rotator that supports bypassing bot counter-measures to crawl huge or bot-protected sites easily. It enables users to crawl from multiple IPs and locations without the pain of proxy management through a simple HTTP API.
Scrapinghub converts the entire web page into organized content. Its team of experts is available for help in case its crawl builder can’t work your requirements.
10. Dexi.io
As a browser-based web crawler, Dexi.io allows you to scrape data based on your browser from any website and provide three types of robots for you to create a scraping task - Extractor, Crawler, and Pipes. The freeware provides anonymous web proxy servers for your web scraping and your extracted data will be hosted on Dexi.io’s servers for two weeks before the data is archived, or you can directly export the extracted data to JSON or CSV files. It offers paid services to meet your needs for getting real-time data.
11. Webhose.io
Webhose.io enables users to get real-time data from crawling online sources from all over the world into various, clean formats. This web crawler enables you to crawl data and further extract keywords in many different languages using multiple filters covering a wide array of sources.
And you can save the scraped data in XML, JSON and RSS formats. And users are allowed to access the history data from its Archive. Plus, webhose.io supports at most 80 languages with its crawling data results. And users can easily index and search the structured data crawled by Webhose.io.
On the whole, Webhose.io could satisfy users’ elementary crawling requirements.
12. Import. io
Users are able to form their own datasets by simply importing the data from a particular web page and exporting the data to CSV.
You can easily scrape thousands of web pages in minutes without writing a single line of code and build 1000+ APIs based on your requirements. Public APIs has provided powerful and flexible capabilities to control Import.io programmatically and gain automated access to the data, Import.io has made crawling easier by integrating web data into your own app or web site with just a few clicks.
To better serve users' crawling requirements, it also offers a free app for Windows, Mac OS X and Linux to build data extractors and crawlers, download data and sync with the online account. Plus, users are able to schedule crawling tasks weekly, daily or hourly.
13. 80legs
80legs is a powerful web crawling tool that can be configured based on customized requirements. It supports fetching huge amounts of data along with the option to download the extracted data instantly. 80legs provides high-performance web crawling that works rapidly and fetches required data in mere seconds
14. Spinn3r
Spinn3r allows you to fetch entire data from blogs, news & social media sites and RSS & ATOM feed. Spinn3r is distributed with a firehouse API that manages 95% of the indexing work. It offers advanced spam protection, which removes spam and inappropriate language uses, thus improving data safety.
Spinn3r indexes content similar to Google and save the extracted data in JSON files. The web scraper constantly scans the web and finds updates from multiple sources to get you real-time publications. Its admin console lets you control crawls and full-text search allows making complex queries on raw data.
15. Content Grabber
Content Grabber is a web crawling software targeted at enterprises. It allows you to create a stand-alone web crawling agents. It can extract content from almost any website and save it as structured data in a format of your choice, including Excel reports, XML, CSV, and most databases.
It is more suitable for people with advanced programming skills, since it offers many powerful scripting editing, debugging interfaces for people in need. Users are allowed to use C# or VB.NET to debug or write scripts to control the crawling process programming. For example, Content Grabber can integrate with Visual Studio 2013 for the most powerful script editing, debugging and unit test for an advanced and tactful customized crawler based on users’ particular needs.
16. Helium Scraper
Helium Scraper is a visual web data crawling software that works pretty well when the association between elements is small. It’s non-coding, non-configuration. And users can get access to online templates based for various crawling needs.
Basically, it could satisfy users’ crawling needs within an elementary level.
17. UiPath
UiPath is a robotic process automation software for free web scraping. It automates web and desktop data crawling out of most third-party Apps. You can install the robotic process automation software if you run it on Windows. Uipath is able to extract tabular and pattern-based data across multiple web pages.
Uipath provides built-in tools for further crawling. This method is very effective when dealing with complex UIs. The Screen Scraping Tool can handle both individual text elements, groups of text and blocks of text, such as data extraction in table format.
Plus, no programming is needed to create intelligent web agents, but the .NET hacker inside you will have complete control over the data.
18. Scrape.it
Scrape.it is a node.js web scraping software. It’s a cloud-based web data extraction tool. It’s designed towards those with advanced programming skills, since it offers both public and private packages to discover, reuse, update, and share code with millions of developers worldwide. Its powerful integration will help you build a customized crawler based on your needs.
19. WebHarvy
WebHarvy is a point-and-click web scraping software. It’s designed for non-programmers. WebHarvy can automatically scrape Text, Images, URLs & Emails from websites, and save the scraped content in various formats. It also provides built-in scheduler and proxy support which enables anonymously crawling and prevents the web scraping software from being blocked by web servers, you have the option to access target websites via proxy servers or VPN.
Users can save the data extracted from web pages in a variety of formats. The current version of WebHarvy Web Scraper allows you to export the scraped data as an XML, CSV, JSON or TSV file. Users can also export the scraped data to an SQL database.
20. Connotate
Connotate is an automated web crawler designed for Enterprise-scale web content extraction which needs an enterprise-scale solution. Business users can easily create extraction agents in as little as minutes – without any programming. Users can easily create extraction agents simply by point-and-click.
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As a newbie, I built a web crawler and extracted 20k data successfully from the Amazon Career website. How can you set up a crawler and create a database which eventually turns to your asset at No Cost? Let's dive right in.
What is a web crawler?
A web crawler is an internet bot that indexes the content of a website on the internet. It then extracts target information and data automatically. As a result, it exports the data into a structured format (list/table/database).
Why do you need a Web Crawler, especially for Enterprises?
Imagine Google Search doesn't exist. How long will it take you to get the recipe for chicken nuggets without typing in the keyword? There are 2.5 quintillion bytes of data created each day. That said, without Google Search, it's impossible to find the information.
webscraping
From Hackernoon by Ethan Jarrell
Google Search is a unique web crawler that indexes the websites and finds the page for us. Besides the search engine, you can build a web crawler to help you achieve:
1. Content aggregation: it works to compile information on niche subjects from various resources into one single platform. As such, it is necessary to crawl popular websites to fuel your platform in time.
2. Sentiment Analysis: it is also called opinion mining. As the name indicates, it is the process to analyze public attitudes towards one product and service. It requires a monotonic set of data to evaluate accurately. A web crawler can extract tweets, reviews, and comments for analysis.
3. Lead generation: Every business needs sales leads. That's how they survive and prosper. Let's say you plan to make a marketing campaign targeting a specific industry. You can scrape email, phone number and public profiles from an exhibitor or attendee list of Trade Fairs, like attendees of the 2018 Legal Recruiting Summit.
How to build a web crawler as a beginner?
A. Scraping with a programming language
writing scripts with computer languages are predominantly used by programmers. It can be as powerful as you create it to be. Here is an example of a snippet of bot code.
pythonwithbeautifulsoup
From Kashif Aziz
Web scraping using Python involves three main steps:
1. Send an HTTP request to the URL of the webpage. It responds to your request by returning the content of webpages.
2. Parse the webpage. A parser will create a tree structure of the HTML as the webpages are intertwined and nested together. A tree structure will help the bot follow the paths that we created and navigate through to get the information.
3. Using python library to search the parse tree.
Among the computer languages for a web crawler, Python is easy-to-implement comparing to PHP and Java. It still has a steep learning curve prevents many non-tech professionals from using it. Even though it is an economic solution to write your own, it's still not sustainable regards to the extended learning cycle within a limited time frame.
However, there is a catch! What if there is a method that can get you the same results without writing a single line of code?
B. Web scraping tool comes in handy as a great alternative.
There are many options, but I use Octoparse. Let's go back to the Amazon Career webpage as an example:
Goal: build a crawler to extract administrative job opportunities including Job title, Job ID, description, basic qualification, preferred qualification and page URL.
URL: https://www.amazon.jobs/en/job_categories/administrative-support
1. Open Octoparse and select "Advanced Mode". Enter the above URL to set up a new task.
2. As one can expect, the job listings include detail-pages that spread over to multiple pages. As such, we need to set up pagination so that the crawler can navigate through. To this, click the "Next Page" button and choose "Look click Single Button" from the Action Tip Panel
3. As we want to click through each listing, we need to create a loop item. To do this, click one job listing. Octoparse will work its magic and identify all other job listings from the page. Choose the "Select All" command from the Action Tip Panel, then choose "Loop Click Each Element" command.
4. Now, we are on the detail page, and we need to tell the crawler to get the data. In this case, click "Job Title" and select "Extract the text of the selected element" command from the Action Tip Panel. As follows, repeat this step and get "Job ID", "Description," "Basic Qualification", "Preferred Qualification" and Page URL.
5. Once you finish setting up the extraction fields, click "Start Extraction" to execute.
octoparse_getdata
However, that's not All!
For SaaS software, it requires new users to take a considerable amount of training before thoroughly enjoy the benefits. To eliminate the difficulties to set up and use. Octoparse adds "Task Templates" covering over 30 websites for starters to grow comfortable with the software. They allow users to capture the data without task configuration.
As you gain confidence, you can use Wizard Mode to build your crawler. It has step-by-step guides to facilitate you to develop your task. For experienced experts, "Advanced Mode" should be able to extract the enterprise volume of data. Octoparse also provides rich training materials for you and your employees to get most of the software.
Final thoughts
Writing scripts can be painful as it has high initial and maintenance costs. No single web page is identical, and we need to write a script for every single site. It is not sustainable if you need to crawl many websites. Besides, websites likely changes its layout and structure. As a result, we have to debug and adjust the crawler accordingly. The web scraping tool is more practical for enterprise-level data extraction with fewer efforts and costs.
webscrapingtool_python
Consider you may have difficulties to find a web scraping tool, I compile a list of most popular scraping tools. This video can walk you through to get your device that fits your needs! Feel free to take advantage of it.
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Map data are increasingly important in the Internet era, generating business value and helping decision-making. Such data are widely used in industries, for example, a catering company can decide where to open a new restaurant by analyzing map data and competitors nearby.
Like the article Top 20 Web Crawling Tools to Scrape the Websites Quickly, here we selected 5 best Google Maps crawlers in 2020 and wrote reviews on features of the best crawlers out there. There are different kinds of methods to create Google Maps crawlers. Try the following methods and create your own crawler to get the data you need!
1. Places API of Google Maps Platform
Yes, Google Maps Platform provides Places API for developers! It's one of the best ways to gather places data from Google Maps, and developers are able to get up-to-date information about millions of locations using HTTP requests via the API.
Before using Places API, you should set up an account and create your own API key. The Places API is not free and uses a pay-as-you-go pricing model. Nevertheless, the data fields provided are limited by the Places API, and thus you may not get all the data you need.
2. Octoparse
Octoparse is a free web scraping tool for non-programmers in which you can build crawlers to scrape data. Within several clicks, you are able to turn the websites into valuable data. Features within Octoparse enable you to customize the crawlers to deal with 99% complicated structure of websites and scrape data.
Moreover, there are web scraping templates for certain websites including Google Maps in Octoparse, making web scraping easier and more accessible to anyone. Just enter keywords or URL and the template will start to scrape data automatically.
Crawlers created with Octoparse including the templates can be run in both local machines or in the Cloud. Octoparse is powerful and easy-to-use, you'll learn how to build your own crawler within seconds with its industry-leading data auto-detection feature.
3. Python Framework or Library
You can make use of powerful Python Frameworks or Libraries such as Scrapy and Beautiful Soup to customize your crawler and scrape exactly what you want. To be specific, Scrapy is a framework that is used to download, clean, store data from the web pages, and has a lot of built-in code to save you time while BeautifulSoup is a library that helps programmer quickly extract data from web pages.
In this way, you have to write codes yourself to build the crawler and deal with everything. Therefore, only those programmers who master web scraping are competent in this project.
4. Open-source Projects on GitHub
Some projects for crawling Google Maps can be found on GitHub such as this project written in Node.js. There are plenty of good open-source projects which have already created by others, so let's not re-invent the wheels.
Even if you don't need to write the most of the codes yourself, you still need to know the rudiments and write some codes to run the script, making it difficult for those who know little about coding. Quantity and quality of the dataset are highly dependent on the open-source project on GitHub, which lacks maintenance. Also, the output can only be a .txt file, and thus if you want a large scale of data, it may not be the best way for you to get data.
5. Web Scraper
Web Scraper is the most popular web scraping extension. Download the Google Chrome browser and install the extension Web Scraper and you can start to use it. You don't have to write codes or download software to scrape data, a Chrome extension will be enough for most cases.
However, the extension is not that powerful when handling complex structures of web pages or scraping some heavy data.
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The ever-growing demand for big data drives people to dive into the ocean of data. Web crawling plays an important role in crawl the webpages that are ready to be indexed. In nowadays, the three most major ways for people to crawl web data are - Using public APIs provided by the websites; writing a web crawler program; Using automated web crawler tools. With my expertise in web scraping, I will discuss four free online web crawling (web scraping, data extraction, data scraping) tools for beginners’ reference.
A web crawling tool is designed to scrape or crawl data from websites. We can also call it web harvesting tool or data extraction tools (Actually it has many nicknames such as web crawler, web scraper, data scraping tool, spider) It scans the webpage and search for content at a fast speed and harvest data on a large scale. One good thing comes with a web crawling tool is that users are not required to process any coding skills. That said, it supposes to be user-friendly and easy to get hands-on.
In addition, a web crawler is very useful for people to gather information in a multitude for later access. A powerful web crawler should be able to export collected data into a spreadsheet or database and save them in the cloud. As a result, extracted data can be added to an existing database through an API. You can choose a web crawler tool based on your needs.
#1 Octoparse
Octoparse is known as a Windows and Mac OS desktop web crawler application. It provides cloud-based service as well, offering at least 6 cloud servers that concurrently run users’ tasks. It also supports cloud data Storage and more advanced options for cloud service. The UI is very user-friendly and there are abundant tutorials on Youtube as well as the official blog available for users to learn how to build a scraping task on their own.
#2 Import.io
Import.io provides online web scraper service now. The data storage and related techniques are all based on Cloud-based Platforms. To activate its function, the user needs to add a web browser extension to enable this tool. The user interface of Import.io is easy to get hands on. You can click and select the data fields to crawl the needed data. For more detailed instructions, you can visit their official website. Through APIs, Import.io customizes a dataset for pages without data. The cloud service provides data storage and related data processing options in its cloud platform. One can add extracted data to an existing database.
#3 Scraper Wiki
Scraper Wiki’s free plan has a fixed number of datasets. Good news to all users, their free service provides the same elegant service as the paid service. They have also made a commitment to providing journalists premium accounts without cost. Their free online web scraper allows scraping PDF version document. They have another product under Scraper Wiki called Quickcode. It is a more advanced Scraper Wiki since it is more programming environment with Python, Ruby, and Php,
#4 Dexi.io
Cloud Scraping Service in Dexi.io is designed for regular web users. It makes commitments to users in providing high-quality Cloud Service Scraping. It provides users with IP Proxy and in-built CAPTCHA resolving features that can help users scrape most of the websites. Users can learn how to use CloudScrape by clicking and pointing easily, even for beginners. Cloud hosting makes possible all the scraped data to be stored in the Cloud. API allows monitoring and remotely managing web robots. It’s CAPTCHA solving option sets CloudScrape apart from services like Import.io or Kimono. The service provides a vast variety of data integrations, so that extracted data might automatically be uploaded thru (S)FTP or into your Google Drive, DropBox, Box or AWS. The data integration can be completed seamlessly. Apart from some of those free online web crawler tools, there are other reliable web crawler tools providing online service which may charge for their service though.
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Images are often the preferred medium for displaying the information across the website and you may want to save all the images from the website. However, you would find it a little difficult to extract the images alone from the website as there are many other media on the website.
1. The Image Extraction Tool
The Image Extraction tool is a free online tool to help you generate a list of images found within a designated webpage. It is very simple to use. You only need to enter the URL of the page into the built-in browser. Below is the interface of the Image Extraction Tool.
You will get the following result after entering the target URL.
You could also get the JSON or PHP code for the image data.
2. Save All Images
Save All Images is an image extractor helping you to download all the pictures in a given URL. It is very fast and easy to use. You could preview the images before saving them. It would also show you the size of the picture, which could help you better decide whether to download the images or not.
3. OWDIG (Online Webpage Image Downloader and ImageInfo Grabber) Service
OWDIG is an online image extractor and can automatically download the images of a target URL. You could see the results below.
The tools I introduce above are for online image extraction and a single URL limit, and thus some people may find it not as powerful as they think. There are more powerful data extraction tools to extract the image. They may not download the images by itself, but they could extract the URLs of the images and then bulk download images by using a “download from URL†tool. If you are interested in this idea, you could click HERE to know more about information.
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How can you bulk download images from links for free?
To download the image for the link, you may want to look into “Bulk Image Downloadersâ€. Inspired by the inquires received, I decided to make a “top 5 bulk image downloader†list for you. Be sure to check out this article if you want to download images from links with zero cost. (If you are not sure how to extract the URLs of the images, check this out: How to Build an Image Crawler Without Coding)
1. Tab Save
table save
Average Rating: ★★★★
Application Type: Chrome Extension
Product Reviews: This is the image downloader I’m using. You can use it to save files on display in a window with a simple click. After you extract all the image URLs, you can enter all of them if you want to download files quickly.
2. Bulk Download Images (ZIG)
Bulk Download Images (ZIG)
Average Rating: ★★★½
Application Type: Chrome Extension
Product Reviews: You can use it for mass download large pictures instead of thumbnails with optional rules. But some users find it too complex and confusing.
3. Image Downloader
Image Downloader
Average Rating: ★★★½
Application Type: Chrome Extension
Product Reviews: If you need to bulk download images from a web page, with this extension you can download images that the page contains. Many users find it powerful and user-friendly.
4. Image Downloader Plus
Image Downloader Plus
Average Rating: ★★★
Application Type: Chrome Extension
Product Reviews: You can use it to download and scrape photos from the web. It allows you to download the selected images in a specific folder and upload them to Google Drive. But some users complain that it changes file names and resizes images to an unusable level.
5. Bulk Image Downloader
Bulk Image Downloader
Average Rating: ★★★
Application Type: Chrome Extension
Product Reviews: You can use it to bulk download images from one or multiple web pages. It supports bulk downloading images from multiple tabs. You can choose: all tabs, current tab, left of the current tab, or right of the current tab.
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Every great data visualization starts with good and clean data. Most people believe that collecting big data would be a tough job, but it’s simply not true. There are thousands of free datasets available online, ready to be analyzed and visualized by anyone. Here we’ve rounded up 70 free data sources for 2020 on government, crime, health, financial and economic data, marketing and social media, journalism, and media, real estate, company directory and review, and more.
Free Data Source: Government
Data.gov: It is the first stage and acts as a portal to all sorts of amazing information on everything from climate to crime freely by the US Government.
Data.gov.uk: There are datasets from all UK central departments and a number of other public sector and local authorities. It acts as a portal to all sorts of information on everything, including business and economy, crime and justice, defense, education, environment, government, health, society, and transportation.
U.S. Census Bureau: The website is about the government-informed statistics on the lives of US citizens including population, economy, education, geography, and more.
The CIA World Factbook: Facts on every country in the world; focuses on history, government, population, economy, energy, geography, communications, transportation, military, and transnational issues for 267 countries.
Socrata: Socrata is a mission-driven software company that is another interesting place to explore government-related data with some visualization tools built-in. Its data as a service has been adopted by more than 1200 government agencies for open data, performance management, and data-driven government.
European Union Open Data Portal: It is the single point of access to a growing range of data from the institutions and other bodies of the European Union. The data boosts includes economic development within the EU and transparency within the EU institutions, including geographic, geopolitical and financial data, statistics, election results, legal acts, and data on crime, health, the environment, transport, and scientific research. They could be reused in different databases and reports. And more, a variety of digital formats are available from the EU institutions and other EU bodies. The portal provides a standardized catalog, a list of apps and web tools reusing these data, a SPARQL endpoint query editor and rest API access, and tips on how to make the best use of the site.
Canada Open Data is a pilot project with many governmental and geospatial datasets. It helps you explore how the government of Canada creates greater transparency, accountability, increases citizen engagement, and drives innovation and economic opportunities through open data, open information, and open dialogue.
Datacatalogs.org: It offers open government data from the US, EU, Canada, CKAN, and more.
U.S. National Center for Education Statistics: The National Center for Education Statistics (NCES) is the primary federal entity for collecting and analyzing data related to education in the U.S. and other nations.
UK Data Service: The UK Data Service collection includes major UK government-sponsored surveys, cross-national surveys, longitudinal studies, UK census data, international aggregate, business data, and qualitative data.
Free Data Source: Crime
Uniform Crime Reporting: The UCR Program has been the starting place for law enforcement executives, students, researchers, members of the media, and the public seeking information on crime in the US.
FBI Crime Statistics: Statistical crime reports and publications detailing specific offenses and outlining trends to understand crime threats at both local and national levels.
Bureau of Justice Statistics: Information on anything related to the U.S. Criminal Justice System, including arrest-related deaths, census of jail inmates, the national survey of DNA crime labs, surveys of law enforcement gang units, etc.
National Sex Offender Search: It is an unprecedented public safety resource that provides the public with access to sex offender data nationwide. It presents the most up-to-date information as provided by each Jurisdiction.
Free Data Source: Health
U.S. Food & Drug Administration: Here you will find a compressed data file of the Drugs@FDA database. Drugs@FDA is updated daily, and this data file is updated once per week, on Tuesday.
UNICEF: UNICEF gathers evidence on the situation of children and women around the world. The data sets include accurate, nationally representative data from household surveys and other sources.
World Health Organisation: statistics concerning nutrition, disease, and health in more than 150 countries.
Healthdata.gov: 125 years of US healthcare data including claim-level Medicare data, epidemiology and population statistics.
NHS Health and Social Care Information Centre: Health datasets from the UK National Health Service. The organization produces more than 260 official and national statistical publications. This includes national comparative data for secondary uses, developed from the long-running Hospital Episode Statistics which can help local decision-makers to improve the quality and efficiency of frontline care.
Free Data Source: Financial and Economic Data
World Bank Open Data: Education statistics about everything from finances to service delivery indicators around the world.
IMF Economic Data: An incredibly useful source of information that includes global financial stability reports, regional economic reports, international financial statistics, exchange rates, directions of trade, and more.
UN Comtrade Database: Free access to detailed global trade data with visualizations. UN Comtrade is a repository of official international trade statistics and relevant analytical tables. All data is accessible through API.
Global Financial Data: With data on over 60,000 companies covering 300 years, Global Financial Data offers a unique source to analyze the twists and turns of the global economy.
Google Finance: Real-time stock quotes and charts, financial news, currency conversions, or tracked portfolios.
Google Public Data Explorer: Google's Public Data Explorer provides public data and forecasts from a range of international organizations and academic institutions including the World Bank, OECD, Eurostat and the University of Denver. These can be displayed as line graphs, bar graphs, cross-sectional plots or on maps.
U.S. Bureau of Economic Analysis: U.S. official macroeconomic and industry statistics, most notably reports about the gross domestic product (GDP) of the United States and its various units. They also provide information about personal income, corporate profits, and government spending in their National Income and Product Accounts (NIPAs).
Financial Data Finder at OSU: Plentiful links to anything related to finance, no matter how obscure, including World Development Indicators Online, World Bank Open Data, Global Financial Data, International Monetary Fund Statistical Databases, and EMIS Intelligence.
National Bureau of Economic Research: Macro data, industry data, productivity data, trade data, international finance, data, and more.
U.S. Securities and Exchange Commission: Quarterly datasets of extracted information from exhibits to corporate financial reports filed with the Commission.
Visualizing Economics: Data visualizations about the economy.
Financial Times: The Financial Times provides a broad range of information, news, and services for the global business community.
Free Data Source: Marketing and Social Media
Amazon API: Browse Amazon Web Services’ Public Data Sets by category for a huge wealth of information. Amazon API Gateway allows developers to securely connect mobile and web applications to APIs that run on Amazon Web (AWS) Lambda, Amazon EC2, or other publicly addressable web services that are hosted outside of AWS.
American Society of Travel Agents: ASTA is the world's largest association of travel professionals. It provides members information including travel agents and the companies whose products they sell such as tours, cruises, hotels, car rentals, etc.
Social Mention: Social Mention is a social media search and analysis platform that aggregates user-generated content from across the universe into a single stream of information.
Google Trends: Google Trends shows how often a particular search term is entered relative to the total search volume across various regions of the world in various languages.
Facebook API: Learn how to publish to and retrieve data from Facebook using the Graph API.
Twitter API: The Twitter Platform connects your website or application with the worldwide conversation happening on Twitter.
Instagram API: The Instagram API Platform can be used to build non-automated, authentic, high-quality apps and services.
Foursquare API: The Foursquare API gives you access to our world-class places database and the ability to interact with Foursquare users and merchants.
HubSpot: A large repository of marketing data. You could find the latest marketing stats and trends here. It also provides tools for social media marketing, content management, web analytics, landing pages, and search engine optimization.
Moz: Insights on SEO that includes keyword research, link building, site audits, and page optimization insights in order to help companies to have a better view of the position they have on search engines and how to improve their ranking.
Content Marketing Institute: The latest news, studies, and research on content marketing.
Free Data Source: Journalism and Media
The New York Times Developer Network– Search Times articles from 1851 to today, retrieving headlines, abstracts and links to associated multimedia. You can also search book reviews, NYC event listings, movie reviews, top stories with images and more.
Associated Press API: The AP Content API allows you to search and download content using your own editorial tools, without having to visit AP portals. It provides access to images from AP-owned, member-owned and third-party, and videos produced by AP and selected third-party.
Google Books Ngram Viewer: It is an online search engine that charts frequencies of any set of comma-delimited search strings using a yearly count of n-grams found in sources printed between 1500 and 2008 in Google's text corpora.
Wikipedia Database: Wikipedia offers free copies of all available content to interested users.
FiveThirtyEight: It is a website that focuses on opinion poll analysis, politics, economics, and sports blogging. The data and code on Github are behind the stories and interactives at FiveThirtyEight.
Google Scholar: Google Scholar is a freely accessible web search engine that indexes the full text or metadata of scholarly literature across an array of publishing formats and disciplines. It includes most peer-reviewed online academic journals and books, conference papers, theses and dissertations, preprints, abstracts, technical reports, and other scholarly literature, including court opinions and patents.
Free Data Source: Real Estate
Castles: Castles are a successful, privately owned independent agency. Established in 1981, they offer a comprehensive service incorporating residential sales, letting and management, and surveys and valuations.
Realestate.com: RealEstate.com serves as the ultimate resource for first-time home buyers, offering easy-to-understand tools and expert advice at every stage in the process.
Gumtree: Gumtree is the first site for free classifieds ads in the UK. Buy and sell items, cars, properties, and find or offer jobs in your area is all available on the website.
James Hayward: It provides an innovative database approach to residential sales, lettings & management.
Lifull Home’s: Japan’s property website.
Immobiliare.it: Italy’s property website.
Subito: Italy’s property website.
Immoweb: Belgium's leading property website.
Free Data Source: Business Directory and Review
LinkedIn: LinkedIn is a business- and employment-oriented social networking service that operates via websites and mobile apps. It has 500 million members in 200 countries and you could find the business directory here.
OpenCorporates: OpenCorporates is the largest open database of companies and company data in the world, with in excess of 100 million companies in a similarly large number of jurisdictions. Our primary goal is to make information on companies more usable and more widely available for the public benefit, particularly to tackle the use of companies for criminal or anti-social purposes, for example, corruption, money laundering, and organized crime.
Yellowpages: The original source to find and connect with local plumbers, handymen, mechanics, attorneys, dentists, and more.
Craigslist: Craigslist is an American classified advertisements website with sections devoted to jobs, housing, personals, for sale, items wanted, services, community, gigs, résumés, and discussion forums.
GAF Master Elite Contractor: Founded in 1886, GAF has become North America’s largest manufacturer of commercial and residential roofing (Source: Fredonia Group study). Our success in growing the company to nearly $3 billion in sales has been a result of our relentless pursuit of quality, combined with industry-leading expertise and comprehensive roofing solutions. Jim Schnepper is the President of GAF, an operating subsidiary of Standard Industries. When you are looking to protect the things you treasure most, here are just some of the reasons why we believe you should choose GAF.
CertainTeed: You could find contractors, remodelers, installers or builders in the US or Canada on your residential or commercial project here.
Companies in California: All information about companies in California.
Manta: Manta is one of the largest online resources that deliver products, services, and educational opportunities. The Manta directory boasts millions of unique visitors every month who search the comprehensive database for individual businesses, industry segments, and geographic-specific listings.
EU-Startups: Directory about startups in EU.
Kansas Bar Association: Directory for lawyers. The Kansas Bar Association (KBA) was founded in 1882 as a voluntary association for dedicated legal professionals and has more than 7,000 members, including lawyers, judges, law students, and paralegals.
Free Data Source: Other Portal Websites
Capterra: Directory about business software and reviews.
Monster: Data source for jobs and career opportunities.
Glassdoor: Directory about jobs and information about the inside scoop on companies with employee reviews, personalized salary tools, and more.
The Good Garage Scheme: Directory about car service, MOT or car repair.
OSMOZ: Information about fragrance.
Octoparse: A free data extraction tool to collect all the web data mentioned above online.
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Octoparse is an extraordinary web scraping tool for data analysis, SEO, marketing, e-commerce, IT, real estate, hospitality and more. We know how hard it is for us to build our own database. It is a headache to write the code using python to conduct web scraping for most of us. Octoparse is the ultimate tool for data extraction (web crawling, data crawling and data scraping). With precise database at hand, you would be able to conduct data analysis, marketing strategy, sentiment analysis, ad campaign, lead generation and more.
In order to achieve automatic web scraping in a real sense, the Octoparse team has never slowed down its pace in making data more accessible and ready for everybody. It’s rooted in our belief that in the era of big data, anyone should be blessed with the capability to collect data so as to harness the power of big data.
Today we are extremely excited to introduce the release of our most stunning feature -- Web Scraping Template [download here]
What is Web Scraping Template?
Web Scraping Template is a set of pre-formatted tasks ready for everyone without configuring any scraping rules nor writing code.
What makes the Template Mode so special?
If you have ever wondered about the level of technical proficiency required to build a web scraper? The answer is “None†with the newly launched Web Scraping Template. With the traditional web scraping technique, you have to learn Python in order to complete one task template. However, Python has a stiff learning curve. Think of writing Python like editing photos using Adobe Photoshop. Comparing with photography filter apps like Meitu, Adobe Photoshop is way more complicated with sets of parameters. Octoparse Web Scraping Templates are the solution for people who have a hard time laying a hand on web scraping. All you need to do is enter the URLs of the websites, and Octoparse will take care of you from there.
Who is this for?
Anyone! Yes, for anyone that wants to get data fast and easy. If we already have a template you need, that's great and carry on! If not, let us know through the contact form.
What Does Web Scraping Templates Octoparse Offer?
Notice: We are constantly updating the templates. Details may subject to change. Download Octoparse and open "Task Template" mode to try it out yourself!
E-commerce
Travel
Social Media
Search Engine
Directories
News Media
Reviews
Google Map
Job
Real Estate
Finance
Google Scholar
E-commerce:
1. Amazon: It is a multinational technology company that focuses on e-commerce. Its gigantic data pool includes infinitive numbers of product information. With Octoparse web scraping template, you would be able to:
Scrape basic product information: product name, price, ASIN, images, descriptions, categories, shipping, delivery, customers reviewed products, ratings, number of reviews, Amazon bestseller lists and page URLs
2. Tokopedia: It is the No.1 Indonesian’s Most Visited E-Marketplace. And Indonesian is today one of the fastest-growing e-commerce industries in the world. How can you miss this golden place for your business? With Octoparse web scraping template, you would be able to:
Scraping basic product information: product name, sellers, prices, installment, product weight (Berat), insurance(Asuransi), buy numbers(Beli) and condition(Kondisi).
3. Walmart: Being the No.1 Fortune 500 Company for 6 straight years. There is a reason why people like to spend money on Walmart. Octoparse can help you find out how Sam Walton “help customers, cut costs and share profitsâ€. With Octoparse web scraping template, you would be able to:
Scrape basic product information including product name, brand, price, shipping, arriving date, free pick update, and item number, ratings, number of reviews, product page URLs
4. Rakuten: an internet services business giant from Japan. it engages internet advertising, sales in the internet shopping mall, e-commerce sites, hotel reservation sites, banking, credit card related services, money wire business and other segments like telecommunication service. Such a company is a great opportunity to dive in and generate your sales leads. With Octoparse web scraping template, you would be able to:
Scrape basic product information including Store name, product, pricing, members, product rankings, credits, ratings, number of reviews and product page URLs
5. Yahoo shopping: It is one of the biggest online stores besides Rakuten in Japan. With Octoparse web scraping template, you would be able to:
Scrape basic product information including image URLs, product description, shipping, pricing, store name, store URLs, ratings and number of reviews
6. Houzz Product: It is the third-largest website and online community about architecture, interior design, home and improvement in the United States. With Octoparse web scraping template, you would be able to:
Scrape basic product information including product name, pricing, shipping, and page URLs.
7. Canadian Tire: The company operates its business from three segments from retail, CT REIT and finance services. Together it covers every aspect of our daily life including entertainment, fixing, automotive, gardening, sports and etc. With Octoparse web scraping template, you would be able to:
Scrape basic product information including product name, pricing, stock, item number, ratings and number of reviews
8. Bestbuy: Barron’s has named Best Buy No. 1 on its list of the 100 Most Sustainable Companies for 2019. The various products including software, video games, digital cameras, car stereos, mobile phones and etc. Octoparse is a great tool for price monitoring on Bestbuy. With Octoparse web scraping template, you would be able to:
Scrape basic product information including names, model number, pricing, SKU, open box, product URL, Image URLs, page number, extracting time, current list page, page title, page URL, product review numbers and product review URL
9. Sam's Club: The company is membership-based retail warehouse clubs owned by Walmart. With 599 membership warehouse club in 44 U.S. states. As they are growing their business towards online retailing in order to better compete with Amazon, it would be a chance for you to grow the business. With Octoparse web scraping template, you would be able to:
Scrape basic product information including product name, item number, brand, pricing, and product URLs, product number of reviews.
10. Bukalapak: It is an e-commerce company that sells various products. The company aims to connect and empowers millions of users from Indonesia. With millions of shoppers and sellers already get connected via its website, Bukalapak offers great opportunities and environments for the e-commerce business to grow or generate leads from. With Octoparse web scraping template, you would be able to:
Scrape basic product information including product name, pricing, sellers, location, sending time, number of customers, order received, image URLs, page URLs
11. 1688.com (Alibaba.com): It is the Chinese portal of Alibaba.com which handles domestic business in China. It is a great place for sellers to sell items at wholesale prices. It is very hard to evaluate how lucrative one business can build out of it. We all know Alibaba which is the world’s largest online B2B trading platform. Don’t waste the opportunity to use the website to build your business. With Octoparse web scraping template, you would be able to:
Scrape basic product information including product name, pricing, image URLs, sales of days, product URL, rate of returns, location, store URLs, membership, business model, keyword, current page, back up keyword, current URLs.
12. JD.COM: One of the biggest online shopping websites in China with over 300 million annual active customers order things from fresh food, apparel, electronics, cosmetics and more. The best strategy to grow your e-commerce business is to dig sales leads and potential from this global giant. With Octoparse web scraping template, you would be able to:
Scrape basic product information including product name, pricing, product URLs, stores, pricing, number of comments and extraction time.
13. Mercari: It is a very successful online flea market in Japan. With over 10,000 updated items each day, and over one million listings, it is heaven both for digging great goods and business opportunity. With Octoparse web scraping template, you would be able to:
Scrape basic product information including images URLs, price, shipping, delivery, shipping price, product description, brand, product category, seller, seller links.
14. Zozotown: It is the largest online fashion mall founded by Yusaku Maezawa. Being Japan’s leading online fashion retailer with over 6000 popular brands, there are infinite opportunities for e-commerce and foreign trading: With Octoparse web scraping template, you would be able to:
scrape product, price, brand, image URLs, product link, description, seller and seller phone number, ZOZO customer service, packaging, shipping, delivery, material, size, sex, color, and credits.
15. Taobao:This platform is owned by Alibaba. As the world’s one of the most populous e-commerce platforms, Taobao offers foreign companies endless potential. You can sell anything on the platform from food, cosmetics, electronics, and even social media accounts. With Octoparse web scraping template, you would be able to:
Scrape basic product information including product name, product ID, product meta description, product page URL, pricing, property, image URLs, store name and address, product number of reviews and favorites.
16. eBay: It is an online shopping platform with over 170million buyers. The site is best known for its auction and C2C sales. It is also available in many different countries. If you want to kickstart a business on eBay, Octoparse is the must-have tool to monitor price, generate leads, product ranking and etc. With Octoparse web scraping template, you would be able to:
Scrape product name, item number, product URLs, condition, inventory, price, inventory, seller name, link, product number of positive feedbacks
17. ヤフオク ( Yahoo! Auctions): With over 50 million listings of products in Japan portal, it is the most popular Japanese auction site. It has a proxy bidding service that allows customers around the globe bid on Yahoo! Auctions items safely. With Octoparse web scraping template, you would be able to:
Scrape the item information including Item name, item ID, image URL, item link, time remaining, condition, catalog, bidding price, return, bidding time, inventory, item description, delivery, and sender.
18. Yahoo! Shopping: One of the biggest e-commerce websites in Japan, in 2014 it has reached 134,000 shopkeepers with 100 million products. With Octoparse web scraping template, you would be able to:
Scrape the item information including product name, description, image URL, shipping cost, tax-included price, number of reviews, earning points, rating, seller and seller URL.
Travel
1. Booking.com: it is a travel information aggregator website. With almost 30million listings in over 150 thousand destinations across 228 countries and territories, it is a giant data source for business market research and surveys. With Octoparse web scraping template, you would be able to:
Scrape hotel information including Hotel name, address, stars, amenities, breakfast information, number of reviews, average score, number of rooms, image URLs, and the page URL.
2. Airbnb: It is an American online marketplace and hospitality service company. It enables people to list properties. With the web scraping technique, it is possible to gather information including demographics, population, and housing. It is crucial for real estate and travel agents to gather such information in a timely manner. With Octoparse web scraping template, you would be able to:
Scrape hotel information including: title, location, property, page URLs, Number of guests, number of bedrooms, number of beds, number of bathrooms, price, rating, number of reviews, amenities, sleeping arrangements, host, Joined time, languages, response rate, response time, current time, and image URLs
3. Tripadvisor: With more than 570 million reviews and opinions covering 1.2 million hospitality businesses, TripAdvisor processes a lot of data. In the hospitality industry, it is important for a business to know how to optimize price and advertise wisely. With Octoparse web scraping template, you would be able to:
Scrape hotel information including Hotel name, location, number of reviews, ranking, web page URL, phone number, amenities, room features, ratings, location rating, cleanliness rating, service rating, value rating, great for walkers, number of restaurants, number of attractions, image URLs.
Social Media
1. Instagram: The photo-sharing in this platform has reached up to 1 billion monthly active users. Web scraping is definitely the solution to extract information and keep up-to-date with social trends. With Octoparse web scraping template, you would be able to:
Scrape basic post information including post content, post date, number of likes, location, image URL
2. Twitter: 500 million tweets sent per day by 326 million users. It is a gold mine for data including entertainment, sports, celebrities, news, financial and etc. It is a popular site to research and analyze the economy, society, and politics. With Octoparse web scraping template, you would be able to:
Scrape basic post information including Twitter username, user ID, tweets content, publish date, comments, number of retweets, number of likes, image URL, Tweet URL, Video URL
3. Youtube: The world’s most popular video website. How to leverage this giant source pool to create your own information index with valuable data? what are the most trendy videos? what do people perceive a certain type of videos and more? Web scraping can help to deal with these questions. With Octoparse web scraping template, you would be able to:
Scrape basic post information including video title, video description, video link, publish date, total views, channel link, and name
4. Weibo: with over 400 million users, Weibo is the gold mine for marketers and businesses. It encompasses the features of Twitter, Pinterest, Instagram, Reddit, and Youtube. With Octoparse web scraping template, you would be able to:
Scrape basic post information including user name, post content, number of favorites, publish time, source and current URL
5. Bilibili: It represents online entertainment for young generations in China. With abundant videos including anime, comics, games and another wide array of genres. It is the land of creative and inspirational content. With Octoparse web scraping template, you would be able to:
Scrape basic post information including video title, labels, channel URL, video URL, number of upvotes, description, number of favorites, video length, publish time, number of views, number of bullet screen, number of coins and number of saved.
5. Facebook: The world’s largest social media platform. businesses compete against each other to gain traffic from it. A smart strategy is to find the target audience and market with the right promotion strategy. With Octoparse web scraping template, you would be able to:
Scrape basic post information including Facebook user name post content, post URL, post content addition, number of likes, number of comments, number of shares, time, timestamp and extraction time.
Search Engine
There are millions of web pages and content are uploaded every day. Even search engines can help to refine the searches faster, you still need to manually click through each result to filter out your desired one. To optimize the process, Octoparse can pull out the target information and export it into a structured format. What would be better than having a resource tailor machine which saves your valuable time?
1. Bing: As the third-largest search engine. Bing share the part resources with Google, yet the search results are different. With Octoparse web scraping template, you would be able to:
Scrape search result information including title, URL and meta description.
2. Google Search: The biggest search engines, the information is overwhelming. To concur with the situation of getting lost, web scraping can help to create our own database of all sites. With Octoparse web scraping template, you would be able to:
Scrape search result information including title, URL and meta description.
Directories
1. CrunchBase: it is a leading platform to discover talents. with over 50 million professionals including investors, market researchers, sales, entrepreneurs and more. For HRs, web scraping is incredible to help you extract the right candidates. With Octoparse web scraping template, you would be able to:
Scrape company information including company names, introduction, categories, founded date, operating status, number of employees, IPO status, company type, website URL, Facebook URL, Linkedin URL, Twitter URL, and email.
2. Yellowpages: It is the well-known service providers and business directory for years. Instead of the old-fashioned phone book, now Yellowpages focus on digital marketing. To post an ad campaign, expand your brand and engage with your potential business partners, web scraping can help you to build up the data pool, with Octoparse web scraping template, you would be able to:
Scrape business information including the name, websites, regular hours, address, open hours, phone number, email, rating, categories, neighborhoods, price range, payment methods, and other information.
3. Yelp: millions of people are searching for a business for all kinds of purposes. The community possesses rich data of photos, reviews, business information. This is the place you need to explore and to know your business and your competitors. With Octoparse web scraping template, you would be able to:
Scraping business information including the name, star rating, number of reviews, tags, phone number, address, website URL and business hours.
4. 食ã¹ãƒã‚° [Eat Log]: A ranking and review website for gourmet restaurants in the whole country. There are up to 900,000 gourmet restaurants with photos, reviews, and rankings. You will be able to find food in various genres. It is the Japan version of American Yelp. With Octoparse web scraping template, you would be able to:
scrape restaurant name, ratings, categories, review numbers, address, reservation, homepage, business hours, dishes, service, reviewer, occasion, phone number, space and facilities, parking, smoking/non-smoking, private, private dining room, number of seats, payment and budget.
5. Iタウンページ [ I TOWN PAGE ]: It is Internet telephone directory provided by NTT Town Page. You can search for phone numbers, maps and directions for shops and businesses all over the country. With Octoparse web scraping template, you would be able to:
scrape information including business name, website URL, business description, address, phone number, and email.
News Media
1. Phoenix New Media (Ifeng.com): It is a television network based in HongKong. It features a variety of topics from politics, affairs, entertainment, foreign news and more. It is not difficult to have a news aggregator with Octoparse. Octoparse is able to capture news articles, articles and video links, comments, and reading trends. With Octoparse web scraping template, you would be able to:
Scrape news article information including: article title, category, publish time, extraction time and current URL
Reviews
1. BestBuy Review: if you are an electronics retailer, you should keep an eye on Bestbuy. Besides analyze prices changes, what product is the most popular and what do customers think of it? It is easy to conduct a product sentiment analysis with Octoparse. With Octoparse web scraping template, you would be able to:
Scrape reviews including: product name, model number, SKU, ratings, number of reviews, recommendation rate, account, rating, brief comments, post time, whether to recommend, helpful upvotes, unhelpful rates, page URL, description, and review content.
2. Google Play:It is known as Android Market. According to Statista, there are over 2.6 million applications in the Google Play Store. For app developers, know how to create a top-notch app is essential. As a result, we need to know common features in top apps. It’s easy to have a database of Top Selling Apps, Top Grossing Apps, Top Games, Top Selling Games, Top Grossing games. With Octoparse web scraping template, you would be able to:
Scrape APP reviews including: APP name, company name, category, user name, review post time, comments, review star rating, product URL, category URL
Google Maps
Google Maps have at least 1 billion monthly users. It is intuitive to navigate the business location using Google Map. It is intuitive to use google map for marketing purposes. Octoparse can help you extract the information and create a business index in a certain area.
1. Google Hotel Information: With Octoparse web scraping template, you would be able to
Scrape hotel reviews including hotel name, address, reviews, ratings, website, phone number and business hours.
2. Google Restaurant data: With Octoparse web scraping template, you would be able to
Scrap hotel reviews including restaurant name, reviews, ratings, address, business websites, phone number and business hours.
3. Googleマップ: It is the Google map in Japan, with Octoparse web scraping template, you would be able to:
Scrape Business name, business hours, phone number, website URL, address, review numbers, rating, and description.
Job
1. Houzz Professional: it is an online platform for home design business and projects With nearly more than 35 million users on Houzz. It connects homeowners with contractors, art designers, and other professionals. With Octoparse web scraping template, you would be able to:
Scrape professional referral information including the general contractor, number of reviews, rating star, contact information, business website, page URL, business description and job costs.
2. ãƒžã‚¤ãƒŠãƒ“è»¢è· : Mynavi Co. Ltd is the largest human resource advertising company in Japan. Its main business is to provide business opportunities, career changes, and employment. With Octoparse web scraping template, you would be able to:
Scrap employment information including company name, address, company description, mail address, phone number, website URL, job description, job requirements, work location, working hours, salary, benefits, compensation, vacation, expected hired number, Information update date, and job listing URL
3. リクナビNext: Rikunabi is an employment site provided by Recruit Group in Japan. Many fresh graduated college students rely on this website for job hunting. With Octoparse web scraping template, you would be able to:
Scrape job information including company name, company homepage, job post period, job description, job requirements, work location, salary, Working hours, vacation, benefits and compensation and job listing URL.
Real Estate
1. Gumtree: it is the UK’s largest website for the local community with 14.8 million monthly unique visitors. It connects Australians, NewZealanders and South Africans to relocate their homes. For real estate agents, home investment, flippers, home buyers and sellers, this is the land for you to dive. With Octoparse web scraping template, you would be able to:
Scrape property information including property type, Ad ID, title, price, address, description, release date, edit date, number of bedrooms, dwelling type, pet-friendly, bathrooms, parking, furnish, smoking, availability, owner, page URL, image URL
2. Kijiji: it is an online advertising service available for more than 300 cities in Canada, Italy, HongKong, and Taiwan. As one of the top ten websites in Canada, it is the leading commercial real estate marketplace for tenants, landlords, and brokers. With Octoparse web scraping template, you would be able to:
Scrape property information including listing ID, title, property type, price, release time, address, furnish, pet-friendly, seller, seller tag, average reply, reply rate, seller status, and page URL.
3. SUUMO: It is one of the largest real estate aggregator websites in Japan. It provides information including property buying, selling, rental and remodeling of various property types. With Octoparse web scraping template, you would be able to
Scrape property information including property name, property type, property location, price, build date, traffic, land area, coverage ratio and volume ratio, release date, reviews, contacts, management, property image URLs,
Finance
1. Yahoo! Finance: it is a media website provides financial news and data including stock quotes, press release, financial reports. For people who are interested in Bitcoin, Ethereum and Litecoin, Octoparse can provide your cryptocurrency trading information on time. With Octoparse web scraping template, you would be able to:
Scrap cryptocurrency information including symbol, URLs, name, intraday price, change, change percentage, market cap, volume in currency, circulating supply.
Google Scholar
it is freely accessible indexes for scholarly literature. It is the most powerful academic databases. For researchers, professionals, and students, there is no need to spend time collecting papers and sources. With Octoparse web scraping template, you would be able to
Scrape article search result including title, article link, version numbers, cited number, meta description, author
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We all know how hard it is to build an email sales list from scratch, especially for small companies. There left no options due to limited resources. In fact, many companies even buy preset profiled lists from the third party and send identical mass emails. It can put your business in a vulnerable position ascribed into the low quality of the email lists. However, there is a better way to build a highly targeted email list with email scraping tools.
Email scraping can help you collect email addresses shown publicly using a bot. What makes this great is that you have control over where to get the email lists from, and who can opt-in. Moreover, you don’t have to rely on the second-hand source. I profiled a list of best 10 email scraping tools for sales prospecting. Let’s take a look.
1. Zoominfo
A full-featured email scraping platform with a comprehensive database. You can directly search for titles and companies within their platform. It is more like a directory system that covers professionals in all industries with contact information. Email lists are the assets. That said, it comes with a price tag. It is worth to invest if you are looking for accurate sales leads. Zoominfo is an excellent option for enterprise-level sales prospects.
zoominfo
2. Skrapp.io
An integrated platform that provides from Linkedin integration, a website search, domain search to leads directory. It can discover the business email address one’s Linkedin profile. The intuitive interface is super appealing than other email scrapers. It offers a monthly plan starting from $49 to $299. The free plan allows you to obtain up to 150 lookups/month.
3. Octoparse
A powerful web scraping tool that worth having for any respect for research. You can extract any information from the websites and save them into a structured format effortlessly. It eliminates the costs to hire a troop of developers, and you can still turn the sites into valuable data.
octoparse
4. Hunter.io
An email scraping platform with a chrome extension. You can search the email address of a company via domain name. Alternatively, search for a particular professional with email. It starts from $49/month with 1000 lookups to $399/month with 50,000 lookups. With its easy-to-use interface, it is an excellent choice for a first-time self-starter.
5. Rocket Reach
An email prospecting tool but a little more complex to use. It has a chrome extension version that can quickly pick up the email addresses on the page. You can also use their search page to find contact information. However, the cost of leads is higher than in others. It is more fit for users like enterprises like Facebook and Google.
rocket-reach
6. Prospect.io
It is designed for sales who spend much time on sending cold emails. It can automatically find and verify the prospect’s email address and job title. Besides, it also allows you to send follow-up emails automatically by setting up a sequence of emails in case any slips through the crack. It can connect to API and CRM. In terms of sales email management software, Prospect.io is the best bang for your buck.
7. Sales Navigator
A Linked-in property tool. That said, it delivers high-quality, prospect contact information. In addition, the lead recommendation feature eliminates the efforts to discover on your own. The Advanced Lead and Company Search filters out irrelevant contacts which make prospecting more accurate. It can also integrate with a CRM platform that takes your sales to the next level. It makes the entire process from prospecting, filtering, and reaching out seamless and comfortable.
Sales navigator
8. Slik
It claims that its database has more than 70 million prospects with 95% accuracy. With that said, it’s likely to find the right person to pitch and get effective
9. ScrapeBox Email Scraper
It is a multi-thread email scraper that you can extract emails from websites. It has basic web scraper features including proxy rotation and user agent switcher that would prevent the target website blocking your IP address. The multi-thread connection allows you to have several connections simultaneously in case of missing data due to poor internet connection. It also offers add-ons that will enable you to extract emails hidden inside internal links.
scrape box
10. Email Extractor
It is an email scraper extension for Chrome. It can automatically discover an email address on a particular webpage and export to CSV or text file. However, it only can extract the email address from one single website. You need to manually paginate and update the current page to obtain target information.
11. AeroLeads
It is a prospect generating tool which is used to find email addresses, phone numbers, and websites of prospects from platforms like LinkedIn, AngelList, Crunchbase, etc…. AeroLeads states that this lead generation tool is being used by hundreds of online marketers, recruiters, sales teams to find business information and B2B data. Moreover, this tool will allow you to transfer the data to your CRM software or you can export it as a .csv file.
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