Python Proxy Requests - our guide
A proxy server acts as an intermediary between your computer and the vast expanse of the internet. This crucial technology enables you to navigate the internet under the cover and anonymity. Effectively concealing your IP address and safeguarding your identity online. In rerouting your internet connection via this server intermediary your real-time location is hidden, allowing you to appear to browse the internet from a different location. This not only secures your privacy, but it also opens up new avenues to browse the internet without immediate exposure to online dangers.
The Reasons Why You Might Be Needing to Buy A Proxy
Proxies are not just technological gimmicks; they serve pivotal roles for users and for companies. From improving privacy and security, to accessing content that might be restricted to specific regions, the use of proxies is all-encompassing. Businesses use proxies to enhance its market analysis capabilities as well as manage social media accounts while not triggering security warnings. For data-intensive tasks like web scraping for instance, proxies become essential tools in eliminating IP restrictions and also ensuring constant data collection. Additionally, proxies can be an aid to digital marketing efforts by allowing seamless management of multiple accounts on the internet and offering unlimited access to worldwide content.
Types of Proxies – Explained
Navigating the world of proxies is a matter of understanding the varieties accessible to you. Each proxy type serves different purposes and comes with distinct benefits.
Home vs. Data Center Proxies
The main difference between residential and data center proxy proxies lies in their source and perception of credibility. Residential proxies come from web service providers and then assigned to residential addresses that are real, so they appear to be legitimate users in particular locations. This authenticity makes them less likely to be blocked or flagged by websites. Data center proxy files are made in bulk in data centers. They offer incredible speed but aren’t as legitimate as residential proxies, making them more susceptible to being detected and blacklisted by stringent internet services.
Shared vs. dedicated Proxies
When you’re deciding between shared or dedicated proxy servers, think about your needs for speed, privacy, and exclusivity. Shared proxies offer a competitive price as they are shared by multiple users, leading to reduced speed and potential security threats. Private or dedicated proxy servers, grant a single individual access to a specific IP address. This guarantees optimal speed and security. The exclusivity of these proxies makes them perfect for applications that require the highest level of anonymity and reliability.
HTTP vs. HTTPS and. SOCKS Proxies
Diving deeper, we encounter HTTP, HTTPS, and SOCKSproxies. All are made to cater to different protocols of the internet. HTTP proxy applications cater to internet browsing but, since they are not encrypted they have less security. HTTPS proxy servers step up by encrypting data and ensuring safe and secure browsing. SOCKS proxies, the most versatile, are able to handle different kinds of web browsing, including email, FTP, as well as P2P networks. They offer an easy solution to diverse internet activities.
The benefits of using Python Proxy Requests – Iisproxy
Enhancing the security of online sites and Privacy
One of the primary benefits for using proxy services is the significant enhancement of online security and privacy. Proxies function as a buffer between your devices and websites you visit, concealing your IP address, and also encryption your data. This makes it exceedingly difficult for malicious actors to snoop on your personal data or track your internet activities. Particularly in these times when security concerns for digital privacy are at a high point they provide a bastion of protection and privacy shielding you from the prying scrutiny of hackers as well as intrusive websites.
Bypassing Geo-Restrictions as well as Censorship
The internet, for all its vastness it is splintered by geo-restrictions as well as censorship, which limit access to information and content in relation to your geographic location. The proxy service, however offers an effective way to work around these limitations, allowing users to circumvent these restrictions via routing their internet connection via servers in different areas around the globe. No matter if you’re trying to access streaming services that aren’t available in your area or gain access to information that’s been blocked by the government’s censorship they can be a bridge for unrestricted internet access.
Amping up Internet Connection Speed and Reliability
Beyond privacy and access in addition, proxies can increase speeds and reliability. Certain proxy services can cache data from popular websites by reducing load time and conserving bandwidth. This caching technique can dramatically improve speed when browsing, particularly for sites you visit regularly. Moreover, by providing alternative routes to navigate, proxies be a great help in avoiding congestion on the internet, ensuring a smoother and more reliable connection even during high traffic times.
Scraping Data With No Problems Without Being Blocked Scraping Data Without Being Blocked Python Proxy Requests – Iisproxy
Data scraping is a crucial business activity which allows them to collect important data from the web. However, this technique often produces defensive mechanisms on websites, which can lead to IP bans. Python Proxy Requests are a vital tool for the data scraper’s arsenal that allows them to rotate IP addresses, and mimic the behaviour of users from diverse locations. This dramatically reduces the chances of being blocked and detected while ensuring a continuous flow of data to be analysed and making decisions.
Safety of managing multiple accounts
In the current digital age managing multiple online accounts is a standard practice for both businesses and individuals. The reason for this is social media management or e-commerce marketing, the use of proxies provides the security needed to manage multiple accounts. By assigning different IP addresses to each account can prevent the detection of suspicious activity which can lead to bans or account restrictions. This is especially useful for businesses that rely on extensive interaction and presence online that allows them to run effortlessly across platforms without compromising security.
How to Choose the Correct Proxy Provider
The right proxy provider is a matter that requires careful consideration of various crucial factors:
Uptime and reliability
The foundation of a reliable proxy is the reliability as well as the guarantee of continuous uptime. In the ever-changing environment created by the internet where the need for access may be instantaneous and continuous selecting a service that ensures that your proxies are accessible is essential. Consider services with proven experience of high uptime levels, ensuring that your online activities are not delayed by sudden interruptions.
Anonymity and Security Features
Security and anonymity are the key features of any effective proxy. Compare potential proxy service providers based with regard to how much anonymity their proxies can provide, as well as on the strength of their security features. It is important to determine if the proxy servers are completely anonym and whether they can support HTTPS encryption, and also the policies of the provider for logging user information. Insuring that the chosen provider has a strong emphasis on these aspects will safeguard your online activities from being spied on and data leaks.
Bandwidth Limits and Speed Limits
The speed with that a proxy is able to process your internet requests, as well as any restrictions on bandwidth are important considerations, especially for tasks that require a significant amount of data. Providers differ in speed and bandwidth they provide and have some limitations that can hinder extensive online activities. Find out what you require and select an option that gives you enough bandwidth and speed to accommodate your internet usage without any throttling or extra charges.
Size of the Proxy Pool and Rotation Options
A wide and diverse pool of IP addresses with flexible rotation rules, can greatly improve the effectiveness and security of your proxy service. A vast pool of IP addresses provides many different geographic settings and different IPs, making it much more difficult for services to determine and block your use. Additionally, providers that allow for custom configurations for rotation provide you with the control of how often your IP address changes making it easier to manage your online presence. management that can be used to manage your online identity.
The importance of customer support and Service The importance of Customer Support and Service
The challenges of proxy utilization can require help, making support for customers an indispensable source. Opt for providers that offer an extensive customer support service through multiple channels to ensure help is available when you run into issues. In addition, clear assurances regarding uptime, performance, and refund policies will provide you with a safety net, ensuring that your investment in proxies is protected against poor service.
Pricing Models
The cost of proxy services can be wildly different, determined depending on the sort of proxies along with the volume of use and other features. Understanding the various pricing models will enable you to make an informed choice that’s compatible with your budget requirements and financial goals.
Pay-As-You-Go vs. Subscription Models
The majority of proxy providers offer two types of pricing like subscriptions and pay-asyou-go. Pay-as you go offers flexibility, as you can purchase proxies according to your immediate needs, without making commitments to long-term payments. Subscription models, on the other hand, provide ongoing access to proxy service for a regular fee, often creating savings for users with a constant need for proxy. Review your patterns of use and pick the model that provides the most balance between costs and ease of use.
The cost-effectiveness and efficiency of bulk buying
When a user requires a substantial number of proxies, many providers offer discounts for large-scale purchases. This will drastically lower the cost per proxy and offer better value for heavy users. You should consider your long-term objectives and research bulk purchasing options to optimize your investment in proxy services.
Setting Up Your Proxy
A Step-by.-Step Manual for Setting Up Your Proxy
Configuring a proxy entails many steps tailored to your specific device or browser’s settings. Typically, this procedure involves entering your proxy’s IP address and port information into your system’s internet or network settings. Each program or platform may utilize a different method for proxy configuration. Check the documentation and support resources of the proxy provider or the application itself for precise instructions. This setup is crucial to making sure that the traffic you send is correctly routed through the proxy server, which allows you to enjoy the privacy and accessibility benefits proxies are known for.
Tips for Maintaining Proxy Health
To ensure that your proxy servers remain reliable and secure, frequent maintenance is critical. Verify the performance of proxy and report any issues in efficiency or reliability in a timely manner. Keep your IP addresses updated regularly to reduce the risk of being blocked or detected by websites. Additionally, be mindful of the load you place on each proxy in order to prevent excessive usage, which can cause a decline in performance, including blacklisting. Implementing these techniques will help keep your proxy servers, and will increase their functionality.
Troubleshooting common proxy issues
Even with careful setup and maintenance, it is possible to be faced with issues such as slow connections, difficulties accessing specific websites or intermittent disconnects. These issues are usually fixed by switching to new proxy server, changing the settings you have set, or clearing your browser’s cache and cookies. If the issue persists getting in touch with the support staff of your provider will provide additional assistance and suggestions for troubleshooting to ensure it is possible to continue using your proxies in a productive manner.
Proxy Use Cases
SEO and digital Marketing
Proxies are an essential tool for SEO professionals and digital marketing professionals, enabling users to do competitor analysis, keep track of results from search engines, and automate social-media activities and activities without divulging the identity of the user. By using proxy servers, marketers can simulate searches coming from different locations, measure the effectiveness of different advertising campaigns across the globe and manage multiple online personas for interaction and distribution of content, with the goal of maintaining privacy and getting around IP-based limits.
Market Research and Competitor Analysis
In today’s world of competitive business, being aware of new trends in markets and strategies for competitors is vital. Proxies offer anonymous market research and scraping competitor websites, which allows businesses to collect crucial facts without revealing their passions or intentions. This enables companies to make better decisions, find potential opportunities and come up with strategies to get an edge.
Social Media Management
The administration that of a number of social media sites is a standard practice for both agencies and companies who want to make the most of their internet presence. Proxies are secure and efficient way of operating these accounts, and reduce the risk of account bans or limitations because of simultaneous access from the same IP address. This is vitally important for social media marketers and managers who rely upon the ability to post content, interact with followers, and track engagement across various platforms without interruption.
Content Distribution Networks (CDNs)
Content distribution networks depend on proxy servers to increase the speeds and the reliability of web content. Through the use of Python Proxy Requests CDNs are able to distribute users’ requests to multiple servers, which reduces bandwidth bottlenecks and ensuring content is delivered from the most convenient or most efficient location. This not only improves user experience by reducing loading times but also adds a measure of security against DDoS attacks and the other threats to security.
Online Gaming
Online gamers often turn to proxy sites to enhance their gaming experience, cut down on delay, and even access websites or games that may be restricted in their particular region. Proxies can also give an additional layer to protect your privacy and security, shielding gamers from possible harassment and attacks. Furthermore, proxies are used to avoid IP bans or restrictions enforced by game servers in order to allow players to continue to play their games without interruption.
Legal and Ethical Concerns
Legal Framework
Proxy service use provides many advantages, must be navigated within the bounds of ethical and legal guidelines. The legality of proxies will differ based on the location and specific terms and conditions for online service use. It is essential for users to acquaint themselves with the legal implications of using proxies in their respective jurisdictions and for their intentions. Making sure that your actions are legal will help avoid potential legal consequences and encourages safe use of Internet resources.
Proxies’ ethical use within Business and Research
Proxy services offer a wealth of capabilities for anonymity and access yet it is imperative to utilize them with integrity, particularly in sensitive areas such as academic research and business intelligence. Considerations for ethical conduct include respecting the copyright laws to avoid unauthorized access to protected information, and conducting data collection in a manner that doesn’t violate on the rights or privacy of individuals. Affirming these ethical principles ensures that proxy-based use contributes positively to your goals without risking the rights and security of anyone else.
Regulations on privacy and Data Protection
In an age in which privacy and security for data are top priorities it is vital to consider the implications proxy services on these lines. Users should be mindful of privacy laws and data protection regulations particularly in the handling of personal data or conducting activities that could compromise the privacy of other users. Prioritizing proxy service providers that protect user privacy and comply with lawful data protection regulations is essential in protecting personal information and maintaining trust in online interactions.
Future of Proxy Services Future of Proxy Services
Emerging trends in Proxy Technology
The realm of proxy technology is continually evolving, driven through technological advancements that enhance their efficiency, speed and security. Innovations such as IPv6 proxies are a great choice, offering a broad selection of IP addresses, and AI-driven proxy rotation, which allows for the best selection of proxies for specific jobs, illustrate how the technology adapts to meet ever-growing demands of users. These developments could further extend the capabilities and capabilities of proxies to make them more effective and efficient instruments to navigate the complexity of the internet.
Proxies’ role in IoT as well as Smart Technologies
In the course of how Internet of Things (IoT) continues to grow the role played by proxies in managing and securing data traffic produced by devices connected to the internet is becoming growing more important. Proxies are able to facilitate the transmission of IoT data, while ensuring safe as well as anonymous communications between devices and servers. This is crucial as IoT devices are a common sight in industries, homes, and cities, producing huge quantities of data that need careful management to protect against unauthorized access and cyber threats.
The Internet is undergoing changes that could affect Privacy and Access
The ever-changing nature of web privacy and access rules creates difficulties and also opportunities in terms of the future for proxy technologies. When laws and policies change and proxy technologies evolve, they need to be updated to ensure that they allow users to browse the web freely and with confidence. Keep abreast of legal and technological developments is essential for both users and service providers in order to ensure that proxy servers remain vital to online privacy, security and accessibility in the decades to soon.
Conclusion
Recap of Key Points
The journey through the world of proxies shows their essential function in improving online security, privacy, and access. From bypassing geo-restrictions, to helping with scraping data and managing several web-based accounts, proxies give various benefits that cater to a wide range of online activities. Picking the right proxy provider and type, understanding the legal and ethical implications, and staying abreast of emerging developments are crucial to making the most of proxy providers.
Making an educated choice on the purchase of proxy servers
Acquainted with the full range of proxy websites, their advantages as well as the considerations you should consider so that you’re prepared to take an educated decision that is in line with your personal requirements. For personal privacy or business intelligence, or technological exploration, the choice of proxies can greatly impact the experience you have online. Assess your requirements, consider these aspects in this guide and then select a proxy solution that has the perfect mix of performance, security and affordability.
Be Informed and Encouraged to Stay Current on Proxy Technologies
As the digital landscape continues to evolve, so do the policies and technologies surrounding proxy servers. Being aware of the latest developments, legal considerations, and the best practices for proxy use will ensure your benefit continues to be derived from these powerful online tools. In embracing the new technologies as well as navigating the obstacles you can benefit from the advantages of proxies, ensuring the safety, privacy, and unlimited internet access for the foreseeable future.
Site | Rating | Proxy types | Price from | Link |
Bright Data | 96% | HTTP, SOCKS5, Public, Residential | $0 | |
Sslprivateproxy | 96% | HTTP, SOCKS5, Public, Residential | Free trial available | |
Smartdnsproxy | 94% | HTTP, SOCKS5, Public, Residential | Starting at $1.39 | |
SOAX | 94% | HTTP, SOCKS5, Public | $99.00 | |
Webshare | 90% | HTTP, SOCKS5, Public, Residential | Free | |
Infatica | 90% | HTTP, SOCKS5, Public, Residential | $1.99 | |
Proxy-hub | 80% | HTTP, SOCKS5, Public, Residential | 2-day free trial | |
IPRoyal | 80% | HTTP, SOCKS5, Public | Starting at $1.39 | |
NetNut | 80% | HTTP, SOCKS5, Public | $300.00 | |
Zenrows | 80% | HTTP, SOCKS5, Public | from $1 for 1 GB. |
- Entry Level Price: $0
- Industries: Marketing and Advertising, Computer Software
- Market Segment: 61% Small-Business, 24% Mid-Market
- Extensive IP range, global coverage, reliable, advanced
- Strong customer support and detailed documentation
- Versatile for various use cases
- High cost, less suitable for small-scale users
- Interface complexity and learning curve
- Some concerns over compliance and privacy policies
- Free trial available
- Industries: Marketing and Advertising, Computer Software
- Market Segment: 92% Small-Business, 7% Mid-Market
- User-friendly, good for beginners, affordable
- Decent IP pool, residential IPs
- Good customer service
- Limited features for advanced users
- Occasional speed issues
- Some concerns over session control
- Entry Level Price: Starting at $1.39
- Industries: Computer Software, Information Technology and Services
- Market Segment: 49% Small-Business, 38% Mid-Market
- Large IP pool, strong for scraping, reliable
- Excellent uptime, diverse geographic coverage
- Good for large-scale operations
- Premium pricing
- Complexity for beginners
- Some reports of IPs getting blocked
- Entry Level Price: $99.00
- Industries: Marketing and Advertising, Information Technology and Services
- Market Segment: 78% Small-Business, 16% Mid-Market
- Flexible, easy-to-use, good for small to medium businesses
- Clean rotating residential IPs
- Responsive customer support
- Higher pricing for advanced features
- Limited IPs in certain regions
- Some reports of inconsistent speeds
- Entry Level Price: Free
- Industries: No information available
- Market Segment: 50% Mid-Market, 50% Small-Business
- Very affordable, suitable for personal use, easy to set up
- Offers free proxies for testing
- Decent speeds for entry-level users
- Basic features, not for complex tasks
- Smaller IP pool
- Some reliability issues
- Entry Level Price: $1.99
- Industries: Marketing and Advertising
- Market Segment: 63% Small-Business, 30% Mid-Market
- Price comparison: Conducting comparisons of prices from diverse user viewpoints, frequently for travel and specialized products.
- Ad verification: Verifying that website advertisements are accurately targeted to the right audience, ensuring ad links work as expected, and confirming the ad environment is safe and complies with regulations.
- Data collection: Extracting information from websites to create new data sets for internal purposes or for sale.
- Fraud protection: Identifying and detecting known proxies to block malicious proxy usage against businesses.
- Ethical IP sourcing, good global coverage
- Diverse use cases, transparent policies
- Continuous network growth
- Newer, stability concerns
- Customer support improvement needed
- Limited advanced options for pros
- Entry Level Price: 2-day free trial
- Industries: Marketing and Advertising
- Market Segment: 53% Small-Business, 25% Mid-Market
- Competitive pricing, good privacy features
- Decent IP range, focus on security
- Growing network and features
- Less known, limited track record
- Need for more features
- Some user interface limitations
- Entry Level Price: Starting at $1.39
- Industries: Information Technology and Services, Marketing and Advertising
- Market Segment: 67% Small-Business, 18% Mid-Market
- Cost-effective, easy-to-use for small projects
- Offers sneaker proxies, P2P residential IPs
- Regular updates and improvements
- Smaller network of IPs
- Not for large-scale operations
- Some reports of slow speeds
- Entry Level Price: $300.00
- Industries: No information available
- Market Segment: 60% Small-Business, 25% Mid-Market
- A vast global network of over 20 million residential IPs, with options for worldwide targeting and specific city-state selection within the US.
- Enhanced proxy speeds and direct one-hop connectivity to ISPs ensure faster data retrieval.
- A mix of premium static and rotating residential IPs caters to various operational needs.
- Guaranteed 24/7 availability of IPs for uninterrupted service.
- Personalized support through a dedicated account manager.
- Cost-effective pricing with competitive $/GB rates.
- Unrestricted access to the entire web, including search engines, without the limitations associated with exit node connectivity.
- Exceptionally low failure rates, ensuring reliable connections.
- Customized proxy pools tailored to specific business requirements.
- A hybrid P2P network architecture enhances scalability.
- Immediate availability of US datacenter proxies for diverse application needs.
- Stable connections, high speed and performance
- Direct ISP connections, reliable
- Strong customer service
- More expensive, enterprise-focused
- Limited scalability for small users
- Some geographic coverage gaps
- Entry Level Price: from $1 for 1 GB.
- Industries: No information available
- Market Segment: 40% Small-Business, 15% Mid-Market
- Pay-as-you-go model, user-friendly for casual users
- Good for small-scale projects
- Responsive customer support
- Limited high-demand features
- Smaller IP network, performance issues
- Limited targeting options
Python Proxy Requests - in our guide
Our team
At iisproxy.net, our cadre of copywriters stands out as an elite group of industry insiders, each deeply versed in the ever-changing landscape of proxy services. With a foundation of extensive, hands-on experience in creating niche content, our writers are more than just masters of the written word; they are consummate professionals imbued with a deep reservoir of knowledge and firsthand insights into the sector.
Our leadership in the domain of proxies is unmatched. We carefully choose each team member for their deep knowledge in internet privacy, cybersecurity, and the sophisticated mechanics of proxy technologies. They are pioneers who consistently lead the way in tech innovations, ensuring our content not only reflects the current state of affairs but also anticipates future developments.
The integrity of our content is the bedrock upon which we build. We are committed to presenting information that is not just enlightening but also accurate and trustworthy. Through stringent fact-checking and a dedication to the utmost standards of journalistic excellence, we provide our readers with a reliable source of information for making well-informed choices.
For us, expertise is far more than just a catchphrase; it's a pledge. Our writers excel in demystifying complex technical jargon into straightforward, easily understandable language, making our content accessible to both beginners and connoisseurs within the proxy service arena. This unique combination of profound technical savvy and superior writing prowess establishes our team as a pillar of wisdom in the constantly shifting internet proxy landscape.
In conclusion, the copywriting team at iisproxy.net melds experience, authority, integrity, and expertise to produce content that not only captivates but also educates and empowers our audience in the field of proxy services.
FAQ
How to use nginx proxy manager?
To use NGINX Proxy Manager, start by installing it on your server using Docker or as a standalone package. Once installed, access the web interface to configure and manage your reverse proxy settings. You can add proxy hosts, create SSL certificates, and set up access lists through the intuitive dashboard. This tool simplifies the process of managing NGINX, making it accessible for users without extensive command-line experience.
How to configure nginx as a reverse proxy?
To configure NGINX as a reverse proxy, edit your NGINX configuration file to include the proxy_pass directive, directing traffic to your backend servers. Within a location block, specify proxy_pass http://backend_server;. Ensure additional headers like proxy_set_header are configured to maintain client details. NGINX’s reverse proxy functionality supports load balancing, SSL termination, and advanced caching, enhancing security and performance.
How to set nginx as reverse proxy?
To set up NGINX as a reverse proxy, configure a location block with the proxy_pass directive in the NGINX configuration file. Specify the URL of the backend server, such as proxy_pass http://localhost:8080;, to route incoming traffic. Additional directives, like proxy_set_header and proxy_redirect, can be used to adjust headers and manage URLs, enabling effective request forwarding to backend servers.
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Reviews
Alex Johnson (Rating: 5/5)
"As someone who heavily relies on proxy servers for my digital marketing business, I've been through countless services, always on the hunt for reliability and speed. Discovering this proxy server aggregator was a game-changer for me. The variety and quality of proxies available are unmatched. I was particularly impressed with the seamless process of finding and utilizing proxies tailored for different regions, which significantly boosted my campaigns' effectiveness. The customer support was also top-notch, quickly resolving any queries I had. This platform has become an indispensable tool for my business operations."
Samantha Lee (Rating: 4.5/5)
"I'm a freelance researcher, and my work often requires accessing geo-restricted content. This proxy server aggregator has been a revelation. The ease of finding high-quality, reliable proxies from a wide range of locations has made my job so much easier and more efficient. I've noticed a significant improvement in my workflow, thanks to the consistently high speeds and uptime. Plus, the user-friendly interface made it incredibly easy for someone like me, who isn't too tech-savvy, to navigate and use. I'm thoroughly satisfied and would recommend it to anyone in need of reliable proxy services."
Marcus Wei (Rating: 4/5)
"As a developer working on data scraping projects, the quality and reliability of proxy servers are paramount. This aggregator site has exceeded my expectations in both aspects. I've been able to access a diverse pool of proxies, which has significantly reduced the chances of getting banned or encountering blocked requests. The speed and anonymity provided have been excellent, enabling me to gather data efficiently and securely. The platform's ease of use and the responsive support team have made my experience even more positive. I'm very satisfied with the service."
Jessica Torres (Rating: 4.9/5)
"Working in digital content creation, I often need proxies to check my content's visibility across different regions. This proxy server aggregator has been a fantastic resource. The selection of proxies is vast and varied, catering to all my needs. I was particularly impressed with how easy it was to switch between different proxies without experiencing any downtime or significant speed loss. The reliability and performance of these proxies have helped me refine my content strategy with real-world data. I'm very pleased with the service and will continue to use it for my projects."
Sources
Proxy Statements
https://www.investor.gov/introduction-investing/investing-basics/glossary/proxy-statements
Federal Front Door
https://labs.usa.gov/
How people use proxies to interact with the federal government
https://18f.gsa.gov/2016/03/04/how-people-use-proxies-to-interact-with-the-government/
Guidelines for fact-specific proxies (U.S. Department of the Treasury)
https://home.treasury.gov/policy-issues/coronavirus/assistance-for-state-local-and-tribal-governments/emergency-rental-assistance-program/service-design/fact-specific-proxies
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