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Browser compatibility is a term that refers to the ability of a specific website and application to be fully functional on different browsers. In this modern digital world, businesses rely heavily on their online presence to attract and retain customers, so websites should be accessible across different devices and browsers to ensure a seamless user experience. Different browsers should be compatible with the website’s HTML, CSS, and JavaScript. In this article, we’ll discuss the importance of cross-browser compatibility, exploring the common issues, best practices, and emerging trends in this field. What Is Browser Compatibility Testing Browser compatibility testing is a type of non-functional testing that ensures that all functions are working properly on different browsers, like Microsoft Edge, Google Chrome, Safari, etc. As all browsers have their own configuration and code interpretation, browser compatibility ensures application uniformity. However, due to compatibility issues, websites may react differently on different browsers and at this point, testing of the browser compatibility takes a crucial role to ensure flawless user experience. How Browser Compatibility Works? There are multiple web browsers available in the market and each of them has its rendering engine and interpretation of web technologies, ensuring that your web browser works consistently across them can be a complex task. This can be done by using , which are agreed-upon guidelines for how web pages should be coded. web standards When a browser encounters a web page that is coded according to web standards, it should be able to render the page correctly, regardless of the browser’s implementation of those standards. Each browser has its own rendering engine, which interprets , , and code and renders it into a visual representation that users can interact with. For example, Google Chrome uses Blink, Mozilla Firefox uses Gecko, while Safari uses WebKit. HTML CSS JavaScript To ensure cross-browser compatibility, web developers and designers must test their websites across different browsers to identify and fix any discrepancies or bugs. They can also use tools and frameworks that help streamline the process of testing and ensuring compatibility across different browsers. Common Cross-Browser Compatibility Issues To Avoid? To ensure a smooth cross-browser experience, you need to know about the most common cross-browser compatibility issues related to the development. Different browsers take CSS rules differently. It leads to an inconsistent layout, unnecessary spaces, and front rendering. To avoid these types of glitches, developers need to rely on the standard CSS-compliant for a consistent rendering. Different CSS rendering: The behavior of JavaScript may vary across different browsers. Even today, some of the latest JavaScript features are not supported by older browsers or require polyfills or transpilers to work. Compatibility with JavaScript: Sometimes, many browsers do not support the latest HTML5 and CSS3 features. Using unsupported features can result in broken layouts or missing functionality in certain browsers. To prevent this, research and understand which HTML5 and CSS3 features are supported in your target browsers. Bypass the unsupported HTML5 and CSS3 features: Mobile browsers handle touch and gesture events differently, which can impact the usability of touch-friendly websites. Touch and gesture issues: Some browsers may contain some bugs which can create a major fault in the future. So, it is really important to remove those bugs to sustain the best user experience. Browser-specific bugs: Best Practices To Achieve Cross-Browser Compatibility The main goal of cross-browser compatibility testing is to mark and address the bugs and errors when users visit your website from different applications.  It is crucial to ensure that your website or web application functions correctly and appears consistently across different web browsers and versions. Here are some key considerations: You need to identify the targeted browser versions by considering their working on different devices and platforms. You also need to create a matrix to list all the targeted browsers and their various versions that your target audience is likely to use. Define the browser and device matrix: Using a framework to encapsulate your code is a great way to start developing a website. Frameworks provide many advantages, including being optimized for cross-browser issues and automatically creating responsive elements. By using a framework, developers can focus on the functionalities while leaving the cross-browser compatibility issues to the framework. Framework encapsulation: Automation testing tools like Selenium, Cypress, and TestGrid can significantly speed up the cross-browser compatibility testing process. These tools test the websites across various browsers simultaneously without the need for manual intervention. Using automation testing tools: This step deals with the W3C standards. A well-validated code makes the website compatible and minimizes the risk of issues arising due to syntax errors or non-standard practices. Develop a channel for code validation: Adding a retest and regression testing channel helps the development to fix the compatibility issues. Whenever changes or updates are introduced, retesting the website across the defined browser and device matrix helps to identify and address any potential compatibility problems early on. Retest and regression: Set up some feedback loops to ensure that your website works well across different browsers and devices. Encourage user feedback through a “Report a Bug” button and respond promptly to user reports. User feedback acts as a real-world validation mechanism, helping you identify and rectify hidden compatibility challenges. Set up some feedback loops: Conclusion As the digital world evolves and updates continuously, with new versions and devices becoming outdated, cross-browser testing is essential to ensure that websites and web applications work as intended for all users. Here in this article today, we have learned about browser compatibility and its importance with the issues related to it. Cross-browser compatibility is an ongoing challenge, but with the right approach and best practices, we can make it more diverse and dynamic in the future.

The Importance of Cross-Browser Compatibility: Issues, Solutions, and Best Practices

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With its extensive database of locations, business listings, reviews, and more, Google Maps is a frequent source for data retrieval. However, extracting this data manually can be a tedious and time-consuming task. In this article, we'll look at how to use to scrape data from Maps, allowing you to gather the information you need efficiently and effectively. So, whether you're a data scientist, a business professional, or a curious individual, join us at this tutorial to learn how to use Python to scrape addresses from stores on Google Maps and other information. Python Google Setting Up the Environment First, download and install the Python interpreter. To do this, go to the official website, download the latest version of Python available, and run the installation file. Be sure to select the PATH-adding item during installation. Python is a convenient tool for scraping data, with many libraries specifically designed for this purpose. Regarding scraping data from websites like Google Maps, Python provides a range of libraries and frameworks that can assist in the process. Choosing the right library is an important step in building a scraper and depends on the project requirements and programming skills. This article covers three scraping options and discusses the following google maps scraping Python libraries: . This option has its own pros and cons. It is a simple approach suitable for beginners that require low skills. But it cannot emulate user behavior and does not handle JavaScript rendering. Scraping using the Requests and BeautifulSoup libraries . This option requires more advanced programming skills and the additional download of a webdriver. It allows you to interact with the webpage as a user would, including handling JavaScript-rendered content. Scraping using a headless browser ( library) Selenium . Using a purpose-built library for scraping Google Maps offers a good solution and is the most convenient option. It resolves the issues the previous two methods faced, such as bypassing CAPTCHA challenges and avoiding the need for proxies. Moreover, you can use a no-code which doesn’t require programming skills. Scraping using the Google Maps API library Google Maps data scraper , To install all the required libraries, open the command prompt and execute the following commands: pip install beautifulsoup4
pip install selenium
pip install sc-google-maps-api The Requests library, which we will also be using, is pre-installed and does not require installation. We must also install a web driver to use the headless browser. The choice of WebDriver depends on the browser you want to automate. For example, if you want to automate Chrome, you need the Chrome driver. Ensure that the version of the WebDriver you download matches the version of your installed browser. To install the WebDriver, visit of the WebDriver and download the WebDriver. We recommend saving it in a location that is easily accessible, such as the C:// drive. Avoid using complex paths, as we will need the location later when specifying it in the script. the official website Inspecting Google Maps Web Pages Before we scrape, we need to understand where and in what form the data is. To do this, let's go to google maps and try to find any location. After that, open DevTools (F12, or right-click on the screen and select Inspect). If you take a closer look at this page, you will notice that all the page headers and their descriptions have a class with a unique name that is generated anew each time. However, each element also has a class called "article," making it easy to obtain the data. Moreover, as we can observe, the headers have the "fontHeadlineSmall" class, while the descriptions are stored within a span tag. Scraping Data Using Python Let's start by looking at an example of using the Google Maps API, as it requires minimal programming skills. First, sign up at to get an API key and some free credits. To get data, you can use this script: Scrape-It.Cloud from sc_google_maps_api import ScrapeitCloudClient
client = ScrapeitCloudClient(api_key='INSERT_YOUR_API_KEY_HERE')
response = client.scrape(
    params={
        "keyword": "cafe in new york",
        "country": "US",
        "domain": "com"
    }
)


print(response.text) Now, if you save and execute this script, you will receive the following data: In other words, you will receive comprehensive data about the first 20 positions, already structured in JSON format. Now let's make the task more challenging and try to fetch the data using the Requests and BeautifulSoup libraries. To accomplish this, we will import the required libraries, send a request to the page, and then parse the obtained response: import requests
from bs4 import BeautifulSoup
header={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.169 Safari/537.36'}
data = requests.get('https://www.google.com/maps/search/cafe+in+new+york/', headers=header)
soup = BeautifulSoup(data.text, "html.parser")
titles = soup.find_all('div', {'class':'fontHeadlineSmall'})
descriptions = soup.find_all('div',  {'class':'fontBodyMedium'})
print(titles)
print(descriptions) However, we won't obtain any data because these libraries work excellently with static web pages but are unsuitable for scraping dynamically generated pages like Google Maps. And finally, another option is to use Selenium with a headless browser, which allows us to simulate user behavior and thus scrape dynamic data. This enables us to scrape not only static data but also dynamic content that is generated or modified through JavaScript interactions. Let's import the necessary libraries and set the path to the web driver: from selenium import webdriver
from selenium.webdriver.common.by import By
DRIVER_PATH = 'C:\chromedriver.exe'
driver = webdriver.Chrome(executable_path=DRIVER_PATH) Next, we will provide the link to navigate to. It is important to note that all links in Google Maps follow a standardized structure. This enables us to enhance the code in the future by automatically generating links and extracting keywords, for example, from a file. driver.get('https://www.google.com/maps/search/cafe+in+new+york/') Now let's create a variable to store the data in title-description pairs. results =[] Next, we need to fetch all the elements. As we recall from the structure, all the elements have the "article" role attribute. elems = driver.find_elements(By.XPATH, "//div[@role='article']") Now we only need to iterate through each element in the sequence and collect the required data, which needs to be stored in the variable: results for elem in elems:
    title = elem.find_element(By.CSS_SELECTOR, "div.fontHeadlineSmall")
    description = elem.find_element(By.CSS_SELECTOR, "div.fontBodyMedium")
    results.append(str(title.text)+';'+str(description.text)) Finally, don't forget to close the driver, and for convenience, let's display the data on the screen: driver.close()
print(results) By executing this script, the browser will open, navigate to the Google Maps page, and perform any necessary interactions or data gathering. Upon completion, we will get the following data: As we can see, we only retrieve data for 5 elements, which is significantly fewer than using the API. Adding scrolling functions and delays to your script will help to load new data. Storing the Scraped Data Previously, we displayed the retrieved data in the console. However, to make the example more complete, let's save the data obtained in the last script to a file. We can use Python's file-handling capabilities to save the data to a file. Here's an example of how you can modify the script to write the data to a file: with open("maps.csv", "w") as f:
    f.write("Title; Description\n")
for result in results:
    with open("maps.csv", "a", encoding="utf-8") as f:
        f.write(str(result)+"\n") In other words, we start by creating a file called maps.csv. If the file already exists, we delete the old file and create a new one with the column names "Title" and "Description". Then, we iterate through the results stored in the 'results' variable line by line and add them to the file. At this stage, it is usually about saving the data and performing data cleaning. For example, this may involve removing unnecessary characters, correcting data errors, or eliminating empty strings. This step is crucial because unprocessed data may not be suitable for further analysis. Additionally, it is important to mention that data cleaning helps improve data quality and ensures the accuracy and reliability of the analysis. We can obtain meaningful insights from the data by removing inconsistencies and irrelevant information. Conclusion Python provides powerful tools and libraries for scraping data from Google Maps efficiently and effectively. By scraping data from Google Maps, you can gain insight into local businesses, analyze customer reviews and ratings, gather contact information, and more. Whether you're a business owner looking for competitive intelligence or an enthusiast looking for interesting patterns and trends, scraping data from Google Maps can provide you with a wealth of information. This article explored three different scraping options using popular libraries such as Requests and BeautifulSoup, Selenium, and the Google Maps API library. Each option has its own advantages and considerations depending on project requirements and programming skills. Furthermore, we demonstrated examples of scraping data from Google Maps using Python. We used the Google Maps API to retrieve structured data easily and quickly. We also explored scraping Google Maps with Requests and BeautifulSoup libraries, although they are unsuitable for dynamically generated pages like Google Maps. Lastly, we utilized Selenium with a headless browser to simulate user behavior and scrape dynamic content.

How to Scrape Data from Google Maps Using Python

Information is the foundation of good decision-making. Cryptocurrency innovates at the speed of light. New protocols are constantly coming to market, promising to solve some of mankind's greatest financial troubles. While their intentions might be good, the result is a cluttered, noisy environment that promotes FOMO & makes it nearly impossible to make sound decisions. In order to succeed in the wild, volatile, & often opaque world of cryptocurrency it is necessary to quiet the noise & hone in on real signals. The best way to do that is by building out your own Crypto ToolKit. Quick Notes on building a Crypto ToolKit: -) Do not use every single tool (unless you’re a crypto savant) -) Review each resource/tool individually (5–10 min per resource) -) Select only the ones that appeal most to your specific preferences As you might already be aware, the crypto-verse is highly fragmented in the sense that there are many different chains & protocols. Given that not all chains & protocols are interoperable (yet), all of the tools listed provided below are will be as general & multi-purpose as possible. Without further ado, Let's dive in: 📊 Market Data 📊 The starting point of almost every person’s crypto journey, Market Data providers are listing sites that aggregate all open financial digital asset data. All of the fundamental economic elements, Price, Volume, Circulating supply, Orderbooks, market dominance, historic data, & everything else. 1) Token Terminal - https://tokenterminal.com/ 2) Messari - https://messari.io/ 3) Crypto Slate - https://cryptoslate.com/coins/ 4) CoinGlass - https://www.coinglass.com/ Coin Market Cap -** 5) https://coinmarketcap.com/ - 6) Coin Gecko https://www.coingecko.com/ 7) Coin Metrics - https://coinmetrics.io/ 8) Coinlib - https://coinlib.io/ 9) Crypto Compare - https://www.cryptocompare.com/ 10) CoinCap - https://coincap.io/ - 11) CoinRanking https://coinranking.com/ 12) Coin360 — https://coin360.com/ — 13) Bitgur https://bitgur.com/ — 14) Nomics https://nomics.com/ - 15) CryptoWatch https://cryptowat.ch/ 16) BraveNewCoin — https://bravenewcoin.com/ 17) LiveCoinWatch — https://www.livecoinwatch.com/ 18) MultiCoinCharts - https://www.multicoincharts.com/home/ 19) Nansen - https://www.nansen.ai/ 20) CoinPaprika - https://coinpaprika.com/ 21) CoinAlpha - https://coinalpha.app/ 22) CoinScope - https://www.coinscope.co/ 23) DropsTabs - https://dropstab.com/ 24) CryptoView - https://www.cryptoview.com/ 25) CoinCarp - https://www.coincarp.com/ 26) Mytokencap - https://www.mytokencap.com/ 27) CoinCodex — https://coincodex.com/ — 28) CoinLobster https://coinlobster.com/ 💱 DEFI Dashboard & Aggregators💱 Decentralized finance is an incredibly broad term that includes a wide range of applications that vary based on functionality & intended purpose. While the majority of current DEFI activity happens across 4 blockchains (Ethereum, Binance Smart Chain, Polygon & Solana) there are so many up & coming alternative platforms such as Optimism & Arbitrum that have been garnering attention that for the sake of brevity I will only list the few products that I am personally familiar with. 1) Dapp Radar — https://dappradar.com/defi 2) DEFI Llama — https://defillama.com/ 3) DEFI Prime — https://defiprime.com/ 4) DEFI Pulse — https://www.defipulse.com/ 5) YieldWatch - https://www.yieldwatch.net/ 6) ZapperFI - https://zapper.xyz/ 7) Zerion - https://zerion.io/ 8) InstaDapp - https://instadapp.io/ 9) Frontier - https://www.frontier.xyz/ 10) Apebored - https://apeboard.finance/ 11) Debank - https://debank.com/ - 12) APYvision https://app.apy.vision/ - 13) Plasma Finance https://plasma.finance/ - 14) Farm Army https://farm.army/ - 15) DEFISaver https://defisaver.com/ - 16) Gnosis Safe https://gnosis-safe.io/ - 17) DefiYield https://defiyield.app/ 18) Coin98 - https://coin98.com/ 19) AstroTools - https://astrotools.io/ 20) MultiFarm - https://www.multifarm.fi/ 21) OctoFi - https://octo.fi/ 22) Parallel - https://parallel.fi/ 23) Exponential - https://exponential.fi/ 24) WalletDefi - https://walletdefi.app/ 25) DEFImarketCap - https://defimarketcap.io/ 26) QuantifyCrypto - https://quantifycrypto.com/ 📰 News 📰 Crypto is becoming all the more politicized as time goes on. An absurd amount of crypto/DEFI news sites pop up constantly & push their own agendas. The best way to source news (in any industry) is by having a few reliable individual outlets & cross-referencing information across them all. 1) CoinDesk - https://www.coindesk.com/ 2) Coin Telegraph - https://cointelegraph.com/ 3) Bitcoin Magazine - https://bitcoinmagazine.com/ 4) The Cryptonomist - https://en.cryptonomist.ch/ 5) Be In Crypto - https://beincrypto.com/ 6) CoinGape - https://coingape.com/ 7) CryptoSlate - https://cryptoslate.com/ 8) Crypto Briefing - https://cryptobriefing.com/ 9) CryptoDaily - https://cryptodaily.co.uk/ 10) Crypto Potato - https://cryptopotato.com/ 11) BraveNewCoin - https://bravenewcoin.com/ 12) Coin Journal - https://coinjournal.net/ 13) Coin Speaker - https://www.coinspeaker.com/ 14) CoinCu - https://news.coincu.com/ 15) Bitcoinist - https://bitcoinist.com/ 16) CryptoPanic - https://cryptopanic.com/ 17) Crypto News - https://cryptonews.com/ 18) U Today - https://u.today/ 19) CoinGraph - https://www.coingraph.news/ - 20) Decrypt https://decrypt.co/ - 21) Blockworks https://blockworks.co/ - 22) CryptoCapitalNews https://cryptocapitalnews.com/ — 23) Protos https://protos.com/ 👛 Wallets 👛 Wallets are the foundation for getting involved & staying in crypto. Wallets are exactly what they sound like, places to securely store/view your crypto asset holdings. Wallets typically come in 2 flavors, Chain-specific & Chain-agnostic. Chain-specific wallets are tied to a single blockchain platform (i.e ETH/BNB). These will only be able to store their native chain tokens, but allow the users to interact with on-chain assets/applications. Whereas chain-agnostic wallets might allow their users to store crypto assets from any blockchain, but that is the limit of their capabilities as they are usually single-purpose only (storage) 1) MetaMask - https://metamask.io/ 2) MEW - https://www.myetherwallet.com/ 3) Dynamic - https://www.dynamic.xyz/ 4) XDEFI - https://www.xdefi.io/ 5) Enkryptic - https://www.enkrypt.com/ 6) Argent - https://www.argent.xyz/ 7) Dopamine - https://dopamineapp.com/ 8) TrustWallet - https://trustwallet.com/ 9) Eidoo - https://eidoo.app/ 10) Dapppocket - https://www.dapppocket.io/ 11) Atomic Wallet - https://atomicwallet.io/ 12) Bread Wallet - https://brd.com/ 13) Guarda - https://guarda.com/ 14) Exodus - https://www.exodus.com/ 15) ZenGo - https://zengo.com/ 16) Coinomi - https://www.coinomi.com/en/ 17) Luno - https://www.luno.com/en-US 18) Ambire - https://www.ambire.com/ 19) Jaxx - https://jaxx.io/ 20) Edge - https://edge.app/ 21) Freewallet - https://freewallet.org/ 22) Coinbase Wallet - https://www.coinbase.com/wallet 23) Coin Wallet - https://coin.space/ 24) Ballet Wallet - https://www.ballet.com/coins/ 25) Unstoppable - https://unstoppable.money/ 26) Brave Wallet - https://brave.com/wallet/ 27) BitPay - https://bitpay.com/wallet/ 28) Crypto.com - https://crypto.com/us/defi-wallet 🔎 Explorers 🔍 Explorers are software tools that allow users to inspect the activity that has happened/is happening on-chain. Explorers are typically built-to-blockchain, meaning every chain needs its own explorer. Given the girth of data these tools access, explorers tend to be multi-purpose tools (i.e. data providers/ analytics dashboards/compliance). 1) Ethscan - https://etherscan.io/ 2) Bitquery - https://explorer.bitquery.io/ 3) Blockchair - https://blockchair.com/ 4) Tokenview - https://tokenview.io/ 5) Blockcypher - https://www.blockcypher.com/ 6) GetBlock - https://getblock.io/explorers/ 7) ViewBlock - https://viewblock.io/ - 8) BreadCrumbs https://www.breadcrumbs.app/ 9) Beaconchain - https://beaconcha.in/ 10) Blockstream - https://blockstream.info/ 11) Ethplorer - https://ethplorer.io/ 12) OXT - https://oxt.me/ 13) Xscan - https://xscan.io/ 14) Sochain - https://sochain.com/ 15) OkLink - https://www.oklink.com/en 16) Pingpub - https://ping.pub/ ⛓ On-Chain Data ⛓ On-chain data tools are closely related to explorers in the sense that they allow users to inspect the activity that has happened / is happening on-chain. The main difference between the On-chain Data tools & Explorers is the UI & granularity of data they provide.*The main difference between On-Chain data providers & traditional market data is the absence of information that is external to any blockchain. 1) Glassnode - https://glassnode.com/ 2) Dune Analytics - https://dune.com/home 3) IntoTheBlock - https://www.intotheblock.com/ - 4) Mempool https://mempool.space/ 5) Artemis - https://www.artemis.xyz/ - 6) Parsiq https://www.parsiq.net/ 🌉 Bridges 🌉 Within the context of cryptocurrency, a bridge is a software tool or protocol that allows otherwise non-compatible blockchains a method to transfer digital assets between one another. 1) MultiChain - https://multichain.org/ 2) CrossChain Bridge - https://www.crosschainbridge.org/ 3) Celer C Bridge - https://cbridge.celer.network/1/56/USDC 4) Synapse - https://synapseprotocol.com/ 5) Connext - https://bridge.connext.network/USDC-from-ethereum-to-binance 6) Relay - https://www.relaychain.com/ 7) Symbiosis - https://symbiosis.finance/ 8) Umbria - https://umbria.network/ 9) EverBridge - https://www.everrise.com/everbridge/ 10) Bungee - https://www.bungee.exchange/ 11) Portal Bridge - https://www.portalbridge.com/#/transfer 12) Nomad - https://www.nomad.xyz/ 13) Hop - https://hop.exchange/ 14) PolyBridge - https://bridge.poly.network/ 15) SolarBeam - https://app.solarbeam.io/bridge 16) Orbitchain - https://orbitchain.io/about 💹 DEXes 💹 Decentralized Exchanges are the new financial trading paradigm. Generally free from traditional regulatory scrutiny, DEXs are places to buy, sell, swap & provide liquidity for crypto assets. 1) UniSwap - https://uniswap.org/ 2) 1inch - https://app.1inch.io/ 3) DexTools - https://www.dextools.io/app/en 4) DexGuru - https://dex.guru/ 5) GeckoTerminal - https://www.geckoterminal.com/ 6) PancakeSwap - https://pancakeswap.finance/ 7) TraderJoe - https://traderjoexyz.com/avalanche 8) Arken - https://swap.arken.finance/ 9) Flooz - https://flooz.trade/trade 10) Balancer - https://balancer.fi/ 11) Bancor - https://home.bancor.network/ 12) Airswap - https://www.airswap.io/#/ - 13) Sushiswap https://www.sushi.com/ 14) Paraswap - https://www.paraswap.io/ 15) Jupiter - https://jup.ag/ 16) ThorChain - https://thorchain.org/ 17) WooFi - https://fi.woo.org/ 18) DYDX - https://trade.dydx.exchange/ - 19) Slingshot https://app.slingshot.finance/swap/ETH 20) Apex Exchange - https://www.apex.exchange/ 21) Osmosis - https://app.osmosis.zone/ 22) Curve - https://curve.fi/#/ethereum/swap 23) Tokenlon - https://tokenlon.im/instant 24) Swapz — https://www.swapz.app/ 📅 Calendars & Event Schedules 📅 Keeping up with the Kardashians is much easier than keeping up with your favorite crypto protocol; the question then becomes HOW do you plan to manage the onslaught on events? While there is no easy answer, using a Crypto Calander will definitely help: 1) CoinMarketCal - https://coinmarketcal.com/en/ 2) CoinDar - https://coindar.org/ 3) CoinsCalendar - https://coinscalendar.com/ 4) CryptoTotem - https://cryptototem.com/ico-calendar/ 5) CoinCarp events - https://www.coincarp.com/events/ 6) VestLabs - https://vestlab.io/calendar 🪂 Airdrops 🪂 The most popular tool for distribution in the entire industry, airdrops are incentives that are offered/provided at the earlier stages of a project’s development to help bootstrap it’s alpha community members. 1) Earnifi - https://earni.fi/ 2) airdropsio - https://airdrops.io/ 3) AirDropAlert - https://airdropalert.com/ 4) AirdropsLive - https://airdrops.live/ 5) AirdropBob - https://www.airdropbob.com/ 6) AirDropAddict - https://airdropaddict.com/ 7) CoinAirDrops - https://coinairdrops.com/ 8) ICOdrops - https://icodrops.com/ 💸 Grants 💸 Grants are a necessary component to helping startups & innovators get their ideas off the ground. In the world of crypto & blockchain grants are usually offered & deployed on a chain/case-specific basis. In order to be properly up to date on grant opportunities it is best to be actively involved in individual projects and/or blockchains. 1) Blockchain Grants - https://www.blockchaingrants.org/ 2) GitCoin - https://gitcoin.co/grants/ 3) Consensys - https://consensys.net/grants/ — 4) Concoridum https://concordium.com/grants/ 5) Web3 grants - https://web3grants.net/ 6) Web3Foundation - https://web3.foundation/grants/ 7) Ramp Rate - https://ramprate.com/blockchain-grant-opportunities/ - 8) Unigrants https://www.unigrants.org/ 9) Aave grants - https://aavegrants.org/ 10) Near grants - https://near.org/ecosystem/get-funding/ 11) Eth Foundation - https://esp.ethereum.foundation/ 12) Zcash grants - https://grants.zfnd.org/ 13) Alchemy Dev grants - https://www.alchemy.com/developer-grant-program — 14) dydx grants https://www.dydxgrants.com/ 15) Solana grants — https://solana.org/grants 16) Gate grants - https://www.gate.io/grants 17) Cryptoneur - https://www.cryptoneur.xyz/en/web3-grants 🛡 Audits 🛡 Audits are used to assess the quality/security of a protocol. When considering a protocol to use, it is nearly impossible to understand all of the associated risk factors, even for professionals. It is crucial that every serious project employs some form of audit for every individual piece of software. 1) Certik - https://www.certik.com/ 2) Consensys Dilligence - https://consensys.net/diligence/ 3) Hacken - https://hacken.io/services/smart-contract-security-audit/ 4) Open Zepplin - https://www.openzeppelin.com/security-audits 5) Trail of Bits - https://www.trailofbits.com/ 6) Slowmist - https://www.slowmist.com/ 7) Solidified - https://solidified.io/ 8) Chain Security - https://chainsecurity.com/smart-contract-audit-reports/ 9) PeckShield - https://peckshield.com/#home 10) Halborn - https://halborn.com/ 11) Quantstamp - https://quantstamp.com/ 12) Solidity Finance - https://solidity.finance/ - 13) Immune Bytes https://www.immunebytes.com/ 14) NumenCyber - https://www.numencyber.com/ 🌊😎 Cool & Honorable Mentions 😎🌊 There are always exotic instruments & services being built to help make sense of the wild world of crypto; some of these are difficult to classify but still deserve attention for serving their own unique & useful purpose(s). 1) Fiat Leak - https://fiatleak.com/ 2) Everest - https://everest.link/ 3) Revoke.cash - https://revoke.cash/ 4) CryptoQuant - https://cryptoquant.com/asset/btc/summary - 5) CryptoFees https://cryptofees.info/ - 6) Hashrate Index https://data.hashrateindex.com/asic-index-data — 7) LunarCrush https://lunarcrush.com/home — 8) Santiment https://santiment.net/ 9) Gas Fee Calculator - https://www.cryptoneur.xyz/en/gas-fees-calculator This list is by no means exhaustive, there are thousands of other tools/resources out there. Odds are, you do not even need 1/10 of those on this list; so my recommendation is don’t waste time wishing for better tools — learn how to masterfully use a few key ones provided above. If you went through the entire list, you might have noticed that there are no CEFI (centralized financial) tools on this list. This was done on purpose, given the madness that transpired with centralized exchanges/service providers throughout 2022. If you would like me to add any specific resource that might be beneficial to others, just drop a comment below or send me a DM on Twitter. Otherwise; I hope you find these tools helpful in building your knowledge & financial freedom. Thank you so much for reading! 🥂🚀 See you in the next Bull Market 🚀🥂 Also published here.

200+ Essential Crypto & DEFI Tools for 2023

Scraping Google Search Results With Node JS

Proxies do well hiding and changing your IP address. But other personal data is still in plain view on the Web. All because of the so-called digital fingerprint that you leave on all the resources you visit. The only way to hide identity from the all-seeing eye of the Web is using special software. It is called an antidetect browser. And vice versa, even the most secure browser with all the bells and whistles is nothing without a reliable proxy server from a trusted proxy provider . Common users and pros use the Internet. That’s the only thing they have in common. Parsing web data differs a lot from scrolling the news or Insta photos. The main difference is the number of requests sent through. Any professional activity soon hits the ceiling set by websites. I mean the restrictions set on the number of accounts run simultaneously or Cloudflare shutting suspicious HTTP requests down. We are facing limits on social networks or search engines all the time. No matter if you are in traffic arbitrage, do SEO or SMM research, or transfer traffic as an arbitrage master. All we need is some safe workspace! I mean, we want our job done without any bans or limitations. So the first step is to buy residential and mobile proxies, whatever you need for your tasks. That’s how we mask our digital identity, and keep IPs and accounts from getting flagged or banned. Changing a fingerprint is not a simple task. Proxies can be used for an IP covering, but other distinguishing features need something more. And all this because of a digital fingerprint revealing us as impostors. Digital fingerprint A digital fingerprint, simply put, is the set of unique characteristics identifying all devices using an Internet connection. All applications and websites collect personal data besides cookies and should inform users by laws such as GDPR and CCPA. This personal information consists of: IP address OS type system language system time type of device browser type and version screen resolution fonts and emoji styles. Websites get most of this info from browsers via cache, cookies, and plugins. The channels for routing data are HTML, DNS, WebRTC, User Agent, Canvas, and WebGL. All these characteristics combined form a unique digital fingerprint for every visitor. Web security systems act like a face control agent at the nightclub's entrance. And as experienced detectives, they can see any discrepancy in the digital fingerprint. For e.g. the IP doesn’t match the system time, while DNS and WebRTC disagree with the screen resolution or device type. It’s a probable reason to freeze the account, flag it as suspicious with further banning access to the page. More than that, Google Ads doesn’t hesitate to assign hardware IDs to the devices and use them for releasing banhammer then. As you see, it’s necessary to make every effort to change a virtual Web fingerprint. Antidetect browser Antidetect browser is software based on popular browser engines such as Chromium or Gecko. But it can create multiple independent profiles, each carrying its own digital fingerprint. And like Tanos in Multiverse, you can create and shut down half of the profiles (or all of them) with a snap of fingers. Webpages treat each profile as a separate user, that’s more important. Connect them to separate proxy IP addresses, and the credibility of your browser will fly up to the sky. Until and if you reveal yourself by reckless web surfing, or mixing settings in scraper. Main features of antidetect browsers Every ambitious antidetect browser adjusts the parts of the digital fingerprint mentioned earlier. There are options to set every detail manually or set it at random which can be handy in the automated creation of hundreds of profiles. It means that Internet pages see every profile not only as an average user but as a particular device with its unique stats. Things I like most are setting OSs as iOS or Android on the PC run by Windows. But it is not recommended by developers as regarded as unsafe. Otherwise, antidetect browsers can vary the characteristics of RAM modules or processor cores. If you use dynamic proxies, better look for an option to adapt the time of a browser to a proxy address. It’s necessary to personalize every digital fingerprint using a distortion added to Canvas. All web graphics get a special “noise” that enhances a fingerprint. Another useful feature is bots known as “Cookie Collectors”. All you need is to give a list of resources to collect cookies from. The browser visits them one by one creating a reliable cookie profile to present later during your work. Pros who use proxies with antidetect browsers Ok, running an antidetect browser is a way to join the Web via multiple isolated sub-browsers with no need to use virtual machines. Who’s going to shoot a silver bullet? Account managers make packs of user profiles on Facebook, Shopify, Amazon, wherever-it-needs. SMM-masters running multiple communities on social networks at the same time or commenting and adding subscribers at once. Software developers test app usability on different OSs and platforms. Traffic distributors sending data during web arbitrage from one area to another are willing to reduce the risk of IP flagging. Web scrapers and parsers control bots remotely via antidetect browsers in conjunction with residential proxies. Marketing departments look for the target audiences, compare prices, place ads, and control campaigns. Web designers and UX/UI experts apply interfaces created or check software compatibility. Proxies’ requirements Before you buy datacenter, residential and mobile proxies from AstroProxy, be sure to check them. Ask for a free test or trial period to learn: connection speed ping uptime bandwidth’s capability proxy pool size. Geolocation matters, so the more distributed the network is the better. 100+ countries available to choose from is OK. The ability to choose a city, or ISP is superb. A feature to make up your mind for setting not only the proxy origin but even ISP type is awesome. So a trusted proxy provider needs to operate IPs it got from domestic ISPs for residential proxies and IPs from actual mobile carriers for mobile proxies. They suit different tasks due to GCNAT technology. It covers dozens of devices with a single external IP so search engines and online markets don’t ban such IPs fearing to send many users offline. With an antidetect browser, you have your back covered with a unique digital fingerprint, but a reliable proxy is a base. It has to be dynamic in most cases, except for working with the same accounts used for web communities' management. Otherwise, a possibility to change IP at intervals, with every new connection or upon request is necessary. Every new IP should belong to the same area as the previous one so as not to raise suspicions. Some proxy providers allow setting a timer for IP change to zero. It’s a way to prevent IP from rotating and turn dynamic proxies into dedicated ones. And last but not least, make sure that your proxies support different web protocols. While HTTP is a common standard used almost everywhere, it’s nice to have an ace in the hole. I mean SOCKS5-compatible proxies. You better ask your proxy supplier for it. Some trusted proxy websites such as AstroProxy offer simultaneous access to both protocols via one host with different ports. So choose proxies wisely, buy only proven mobile and residential proxies, and use them with reliable antidetect browsers. Have a nice day and ask for a free proxy test on . AstroProxy.com

GECKO DYNAMICS

geckodynamics.com

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GECKO DYNAMICS

geckodynamics.com

11-50 employees

Since 2002

COMPANY RANKING

GECKO DYNAMICS

EVERGREEN INDEX #4981

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