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Learn about proxies, web scraping and data collection.

How to Scrape Indeed Jobs Data

How to Scrape Indeed Jobs Data When it comes to analyzing job market trends, web scraping helps you extract data from web pages. More specifically, scraping can be used to extract job postings from job sites like Indeed. Most job postings are restricted geographically, have IP blocks, and CAPTCHA, and therefore require the use of proxies when scraping. https://thesocialproxy.com/In this Indeed job scraping tutorial, you will learn how to scrape actual jobs from Indeed with the use of BeautifulSoup and Python. By using The Social Proxy’s mobile proxy, you’ll learn how to bypass geographical limitations by simulating a New York—based IP address. By the end, you’ll have scraped the data into a CSV file for further analysis and visualization. Why scrape Indeed jobs data? Indeed

How to Scrape SimplyHired Jobs Data

How to Scrape SimplyHired Jobs Data Web scraping is a highly-efficient method for automating data collection from websites, making it an ace for anyone working with large datasets. One popular site for web scraping is SimplyHired, a well-known job board that offers a variety of job listings across different industries and locations. Accessing data from SimplyHired can be extremely beneficial for data analysts, web developers, job seekers, and web scraping enthusiasts looking to conduct trend analyses or investigate job opportunities. In this tutorial, you’ll learn how to scrape job listings from SimplyHired using BeautifulSoup and Selenium. We’ll also show you how to use The Social Proxy’s mobile proxy to bypass location restrictions by simulating a New York-based IP address. This method ensures you can collect

How to Build Product Price Drop Alerts

How to Build Product Price Drop Alerts Whether you shop online or own an online store, monitoring product prices can help you save money and give you a competitive edge, especially during sales or promotions. Many e-commerce enthusiasts use browser extensions to track the prices of their favorite products to get the best deals. However, with the limitations around browser extension-based price tracking, it’s easy to see why proxy-based price tracking is a more suitable option. In this guide, you’ll learn how to build your own product price drop alert system using residential proxies from The Social Proxy. We’ll walk you through a step-by-step process of building, testing, and visualizing product price changes on Amazon and sending alerts when prices drop by 20% or more.

How to Build an Amazon Scraper

How to Build an Amazon Scraper With an estimated 8,928 orders per minute, Amazon is the largest online shopping site in the United States. If you intend to target a similar market, you’ve probably thought about developing a competitive pricing strategy. You might want to compare prices of similar products to make more informed purchasing decisions or scrape product reviews for natural language processing (NLP). All of these involve extracting and analyzing data from Amazon. In this tutorial, you’ll learn how to build a dataset from Amazon product pages and scrape similar products and reviews. While scraping data from Amazon is legal, they take various measures to hinder frequent automatic data scraping. These restrictions can be bypassed using The Social Proxy’s residential proxies. In this

How to Scrape Eventbrite

How to Scrape Eventbrite Web scraping is a powerful technique that can be used to collect data from websites in an automated manner. Scraping Eventbrite, a popular event management platform, can provide valuable data on upcoming events, ticket prices, attendee numbers, and event descriptions. Additionally, scraping event data from platforms like Eventbrite can reveal emerging trends and consumer preferences, enabling businesses to stay ahead of the competition and deliver memorable experiences. While it offers a wealth of public event data, it also comes with built-in restrictions. These restrictions, such as rate limits, CAPTCHAs, and IP blocking, make it difficult to scrape data at scale without hitting roadblocks. In this article, you’ll learn how to scrape Eventbrite using Python and BeautifulSoup to extract events data using

How to Scrape Reviews from Google Business (Google Maps)

How to Scrape Reviews from Google Business (Google Maps) Customer feedback is critical in order to note which products your customers love and which products they didn’t. That’s why Google Business reviews are a goldmine. They provide direct insights into customer opinion, expectations, and service quality. Businesses can use this information to identify trends, understand customer pain points, and improve competitive positioning. In this tutorial, you’ll learn how to use NodeJS and Puppeteer to extract reviews from Google Business listings in Google Maps. You’ll also leverage The Social Proxy’s mobile proxy to overcome Google’s anti-scraping defenses and then analyze the extracted data to uncover trends, such as recurring complaints or common praises (if any). Finally, we’ll demonstrate how to export the scraped data into a

How to Scrape Reviews from Trustpilot

How to Scrape Reviews from Trustpilot In a world where many businesses compete within the same niche, positive customer reviews can be invaluable in making a company stand out while providing important feedback that can be used to improve a business. Trustpilot is a world-leading online review platform with data from over 890,000 businesses, making it a central hub for reputation management and market analysis. With companies receiving increasingly more reviews each day, it can be hard to keep up. That’s where web scraping comes in and can be used to automate the collection and storage of data. Web scraping is the automated extraction of data from the web using a programming language of your choice. Since web scraping can cause websites to slow down,

How to Set Up Mobile and Residential Proxies with The Social Proxy

How to Set Up Mobile and Residential Proxies with The Social Proxy Follow this step-by-step guide to set up a mobile or residential proxy account with The Social Proxy: Visit The Social Proxy’s official website. Click “Login” if you already have an account. To create a new account, click “Get Started” and follow the next steps. Click on the account verification link sent to your email from The Social Proxy. Go to your dashboard and click “Buy Proxy” to select a plan. Choose a plan: In the buy proxies page, select your subscription type and click “Go to checkout.” Provide payment details: Fill out your payment information and click “Sign up now.” Once your proxies have been created, you will be redirected to the proxies page.Otherwise,

How to Set Up a Scraper API Account with The Social Proxy

How to Set Up a Scraper API Account with The Social Proxy Follow this step-by-step guide to set up a Scraper API account with The Social Proxy: Visit The Social Proxy’s official website. Click “Login” if you already have an account. To create a new account, click “Get Started” and follow the next steps. Click on the account verification link sent to your email from The Social Proxy. Go to your dashboard and click “Buy Proxy” to select a plan. Choose a plan: In the buy proxies page, select your subscription type and click “Go to checkout.” Provide payment details: Fill out your payment information and click “Sign up now.” Generate your Scraper API keys: You need to generate your keys before you can start making

Detecting Fake Real Estate Listings: A Step-by-Step Guide to Building a Detection System

Detecting Fake Real Estate Listings: A Step-by-Step Guide to Building a Detection System With over $1 billion annual losses in the United States alone, real estate fraud is a growing concern. Unfortunately, as fraud becomes more common on platforms like Airbnb, Craigslist, and Zillow, it threatens to cast a shadow over housing accessibility and the real estate industry as a whole. The increase in fraudulent activity emphasizes the urgency to develop effective detection methods. These systems are crucial for both the platforms themselves as well as their users, offering a safeguard against scams. In previous articles, we explored how to extract data from real estate platforms like Zillow, Craigslist, and Airbnb using The Social Proxy’s mobile proxies. In this article, we’ll go a step further

How to Build a Disinformation Detector for Facebook Groups

How to Build a Disinformation Detector for Facebook Groups Social media has brought us closer in many ways, but it bears a downside—misinformation is spreading twice as fast. With so many Facebook groups popping up for specific topics like health and business, it’s easy for false info to slip through the cracks and reach large audiences. This growing issue has fueled fear, anxiety, and even instability in communities. Scientists, social media analysts, and misinformation researchers are actively developing tools to combat fake news and detect false information in Facebook groups. From algorithm-based solutions to advanced verification tips, these experts are focused on creating sophisticated methods and strategies to help users identify misleading content. In the article, we’ll review how to build a Facebook group disinformation

How to Build a Disinformation Detector for X (Twitter): Verifying Trending Hashtag Information

How to Build a Disinformation Detector for X (Twitter): Verifying Trending Hashtag Information Social media platforms like Twitter have become a powerful tool for sharing information and promoting discussions. The downside, however, is that they spread fake news. This rings especially true regarding specific keywords or topics, ranging from health-related terms to current events. The goal of this blog is to equip data scientists, developers, social media analysts, and misinformation researchers with the tools to tackle disinformation. As fake news gains traction, not only does it spread misinformation, but this misinformation can lead to real-world consequences, making accuracy verification of tweets more pressing of a subject than ever. This tutorial will explore how to build a disinformation detector for Twitter. We’ll walk through the process

Building a Facebook Profile Location Tracker: A Step-by-Step Guide to Mapping Social Media Movements

Building a Facebook Profile Location Tracker: A Step-by-Step Guide to Mapping Social Media Movements Social media movements are organized initiatives that use internet platforms like Facebook, Instagram, TikTok, or Twitter to gain leverage and raise awareness of social, political, environmental, and cultural concerns. The real time nature of social media combined with its vast audience and the right strategy can make it fairly easy to go viral. The impact of the social media movement in our society has raised a lot of concern regarding whether or not the government should exercise more control when it comes to the use of social media. The adoption of technologies for social media data tracking and analysis allows organizations to gain valuable insights into user movements and behavior on

Building an Instagram Profile Location Tracker: A Step-by-Step Guide to Mapping Social Media Movements

Building an Instagram Profile Location Tracker: A Step-by-Step Guide to Mapping Social Media Movements Data from social networks like Instagram is a gold mine for understanding user behavior and preferences. Every post, whether an image, text, comment, or reaction, can reveal valuable insights about a user’s location, hashtag, or trend. These insights can enhance business decision-making, improve networking opportunities, and even help monitor a user’s real-life activities. Imagine you need to gather intelligence before a meeting with a thought leader, business owner, or potential partner. You’ll likely spend a decent amount of time combing through their social media profiles to learn about their interests, frequently visited places, and recent activities. Fortunately, there’s technology that makes it easy to track an Instagram user’s geolocation data. In

How to Scrape Real Estate Listings from Craigslist Using The Social Proxy’s Mobile Proxy

How to Scrape Real Estate Listings from Craigslist Using The Social Proxy’s Mobile Proxy Craigslist is a popular site used to post various items for sale. However, real estate dealers are particularly fond of it because of the on-site traffic it produces. This makes it ideal for investors to scrape and analyze the data in order to develop algorithms that can improve trading. Platforms like Craigslist aren’t so easy to use, however, they employ various mechanisms to prevent scrapers and bots from extracting data from their site. This is usually done by imposing CAPTCHAs, which bots cannot solve without humans or rate limiting, which disrupts data streaming. Luckily, proxy services can be used to make traffic look legitimate and avoid CAPTCHA confrontations in the first

How to Build a Disinformation Detector for LinkedIn: Verifying Industry News and Insights

How to Build a Disinformation Detector for LinkedIn: Verifying Industry News and Insights LinkedIn is an essential platform for professionals to share career updates, company news, and insights. But as the volume of content increases, so does the risk of disinformation, which can harm reputations, mislead audiences, and poorly affect businesses. The Social Proxy recognizes the significance of trustworthy data, particularly when it comes to protecting your business against misinformation.For companies and professionals who rely on accurate information, having access to tools that filter out disinformation is critical. In this tutorial, we’ll show you how to build a disinformation detector for LinkedIn using machine learning and data scraping to identify posts with inaccurate information without getting blocked. This guide is relevant for business professionals, data

How to Scrape Real Estate Listings from Airbnb Using The Social Proxy’s Mobile Proxy

How to Scrape Real Estate Listings from Airbnb Using The Social Proxy’s Mobile Proxy Airbnb started out as a simple way to let conference-goers find accommodations, but has since redefined short-term renters. With more than 5 million hosts worldwide, 2023 accounted for more than 448 million stays. That amounts to a plethora of data regarding listings, how much people are willing to pay per night, or even the quality of Wifi. Scraping Airbnb data involves the use of several heuristic algorithms that detect detailed scraper fingerprints such as IP bans, CAPTCHAs, and dynamic content loading. By rotating proxies and masking your IP address, The Social Proxy ensures smooth data collection without interruption or detection. This tutorial will walk you through leveraging mobile proxies to efficiently

How to Scrape Instagram Hashtags and Geolocate Them on a Map

How to Scrape Instagram Hashtags and Geolocate Them on a Map Every day, 1.3 billion images are shared on Instagram. Many of these posts include hashtags, which are used to increase exposure on Instagram. It’s customary for companies to scrape hashtags and geolocate them to analyze and understand their target audience and preferences. They can then use the information to create relevant content while considering the costs and benefits of their marketing strategies. Businesses from various industries use the data collected from hashtag scraping and geolocation to make informed decisions about audience segmentation, content creation, and marketing strategies. In this guide, we’ll walk through the step-by-step process of scraping Instagram hashtags and geolocating them on the map using The Social Proxy’s scraper and Geolocate Lookup

Building a LinkedIn Profile Location Tracker: A Step-by-Step Guide to Mapping Social Media Movement

Building a LinkedIn Profile Location Tracker: A Step-by-Step Guide to Mapping Social Media Movements As a professional, it’s inevitable that at some point, you’ll interact with LinkedIn, a social platform that allows you to expand your professional network, identify talent, and expose yourself and your work. This platform uses the information it has to propose much more value than meets the eye. One of the most commonly overlooked pieces of information provided by LinkedIn is location tracking, which can provide valuable insights on user movement and patterns. You can use it to monitor workforce mobility patterns and conduct market research. In this blog, you’ll learn how to build a LinkedIn profile location tracker using The Social Proxy’s scraper to interact and extract information from LinkedIn

Analyzing Real Estate Listings from Zillow for Market Trends

Analyzing Real Estate Listings from Zillow for Market Trends Today, accessing market analytics is easier than ever. Market trends can help you identify prime times to buy or sell properties, find promising areas for growth, manage risks, and keep constant track of property values. One of the most prominent advantages of modern market analytics is an adapting investment strategy, which traditional investment methods often fail to deliver. The Social Proxy is one of the fastest-growing API scraper and proxy server providers, built to harness data from the massive internet pool. Our proxy servers are built to hide your IP address and prevent sites from blocking you while you scrape data.We’ll use these tools to scrape a real estate analytics application called Zillow and integrate the

Competitor Social Monitoring Using Social Media Scrapers

Competitor Social Monitoring Using Social Media Scrapers Staying ahead of business competition involves more than delivering a great product or service—it involves understanding how competitors are perceived in the market. In order to keep tabs on your competitors, you should continuously monitor them on social media platforms and other platforms where they’re located. By monitoring your competitors’ reviews, you can gain a deeper understanding of their strengths and weaknesses. This can help you discover potential growth areas for your product or business and generate leads. In this tutorial, we’ll learn how to scrape competitor reviews from social media platforms using The Social Proxy’s social media Scraper API. We’ll use the APIs to enrich the data you collect, providing deeper reviewer insights that you can leverage

How to Detect Hate Speech on Instagram Using The Social Proxy and OpenAI

How to Detect Hate Speech on Instagram Using The Social Proxy and OpenAI Freedom of speech is one of the pillars of modern society – it allows us to openly express ourselves and our feelings without penalty, regardless of what they are. Thanks to the internet, this freedom has reached new heights. But unfortunately, freedom of speech on the web comes at a high cost of hate speech and offensive content on social media platforms. When it comes to harmful speech on social media, platforms like Instagram impose little to no friction to prevent someone from posting something harmful. People can seamlessly share whatever they please without ever stopping in their tracks to consider the consequences. Hate speech poses a threat to individuals and society

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