#Extracting information from mobile app

[mobiledatascrape]

Medicine Delivery App Data Scraping | Extract Medical & Pharmaceutical Data

Efficient data scraping for medicine delivery apps. Extract medical and pharmaceutical data in the USA, UK, UAE, Australia, Germany, and Spain for valuable insights.

know more:

[vaguelymellowharmony]

Realigning Food Delivery Market Moves with Precision Through Glovo Data Scraping

Introduction

This case study highlights how our Glovo Data Scraping solutions empowered clients to monitor food delivery market trends strategically, refine service positioning, and execute agile, data-backed business strategies. Leveraging advanced scraping methodologies, we delivered actionable market intelligence that helped optimize decision-making, elevate competitiveness, and drive profitability.

Our solutions offered a clear strategic edge by enabling end-to-end visibility into the delivery ecosystem to Extract Food Delivery Data. This comprehensive insight allowed clients to fine-tune service models, sharpen market alignment, and achieve consistent revenue growth through accurate competitor benchmarking in the fast-moving food delivery sector.

The Client

A mid-sized restaurant chain operating across 75+ locations with a rapidly expanding digital footprint reached us with a critical operational challenge. Although the brand enjoyed strong recognition, it faced a noticeable drop in customer engagement driven by gaps in delivery service efficiency. To address this, Glovo Data Scraping was identified as a strategic solution, as service inconsistencies directly impacted their revenue goals and competitive position.

With a broad menu and widespread delivery zones, the restaurant struggled to manage delivery logistics, especially during peak hours when quick shifts in demand required fast action. Their manual approach failed to support Real-Time Glovo Data Scraping, leading to missed revenue opportunities and weakening customer loyalty.

Recognizing the need to refine their delivery strategy, the management team saw that without proper visibility into Glovo’s delivery ecosystem, they lacked the insights necessary for efficient operations and practical customer experience management.

Key Challenges Faced by the Client

In their pursuit of stronger delivery market intelligence and a sharper competitive edge, the client faced several operational and strategic hurdles:

Market Insight Shortage

Limited insights into Glovo's platform and competitors made scraping Glovo Delivery Information difficult, preventing effective market analysis necessary for informed business decisions.

Slow Response Adaptation

Reliance on manual weekly evaluations slowed the restaurant chain's ability to act quickly. Without Glovo Delivery Data Extraction, adapting to real-time market changes became a challenge.

Demand Forecasting Gap

Traditional methods failed to account for real-time delivery data. The restaurant chain needed Glovo Product Data Extraction to predict demand and adjust services based on emerging trends accurately.

Manual Process Overload

Labor-intensive processes hindered efficient service decisions. By applying methods to Scrape Glovo For Product Availability And Pricing, the restaurant chain sought automation to optimize service delivery.

Service Consistency Issue

Inconsistent service quality across zones presented a problem. They required Mobile App Scraping Solutions to streamline operations and ensure consistent service delivery across all customer touchpoints.

Key Solutions for Addressing Client Challenges

We implemented cutting-edge solutions to the client's challenges, combining delivery intelligence with advanced analytics.

Delivery Optimization Engine

We built a centralized platform that leverages Real-Time Glovo Delivery Time Data Extraction to collect live data from various restaurants and delivery zones, enabling efficient decision-making.

Competitor Monitoring System

Our system, designed to Extract Restaurant Menus And Prices From Glovo, quickly identifies service gaps when competitors adjust, giving restaurant chains the edge to adapt promptly.

Dynamic Market Signals

By integrating multiple delivery signals, such as peak hours and weather, with Glovo Scraping For Restaurant Delivery Services, we created flexible models that adjust to market fluctuations.

Automated Service Recommender

Using Real-Time Glovo Data Scraping, we implemented an automated engine that generates service suggestions based on customer feedback and competitive positioning, reducing the need for manual input.

Strategic Adjustment Mechanism

Competitor promotions directly influence our service strategies by using tools to Extract Food Delivery Data, optimizing delivery times and fees while ensuring premium offerings remain profitable.

Cloud-Based Monitoring Hub

A robust Mobile App Scraping Solution enables managers to access and update delivery data remotely, facilitating continuous optimization and transforming strategy management into a dynamic process.

Key Insights Gained from Glovo Data Scraping

Service Elasticity Analysis Revealed delivery time sensitivity across different menu items, offering immediate operational optimization opportunities.

Competitive Positioning Patterns Provided insights into neighborhood-specific delivery differences, supporting targeted service improvements.

Pricing Cycle Optimization Illuminated optimal fee adjustment timing for different meal categories, aiding in more strategic revenue management.

Data-Driven Service Decisions Enabled the implementation of adaptive delivery models based on competitive positioning patterns.

Benefits of Glovo Data Scraping From Retail Scrape

Strategic Boost

By utilizing solutions to Scrape Glovo Delivery Information, the client improved delivery strategies, positioning their services for maximum value, enhancing market responsiveness to competitive shifts.

Loyalty Growth

Using competitor service insights, the client predicted market trends and strengthened customer retention, employing to Extract Glovo Product Data to stay ahead of shifts in demand.

Efficient Operations

The client minimized manual efforts by employing advanced Real-Time Glovo Delivery Time Data Extraction, driving faster decisions and better service while ensuring precise positioning and operational success.

Competitive Edge

With advanced techniques to Scrape Glovo For Product Availability And Pricing, the client gained critical insights into market trends, allowing for service adjustments that boosted profitability in competitive delivery sectors.

Retail Scrape's Glovo Data Scraping solutions revolutionized our approach to delivery market positioning. By gaining comprehensive access to Extract Food Delivery Data insights, we rapidly adjusted our strategy, refined our service models, and achieved a remarkable 37% increase in customer retention.

- Operations Director, Leading Multi-Location Restaurant Chain

Conclusion

Maintaining optimal delivery service positioning is crucial in today's competitive food delivery market. Glovo Data Scraping empowers businesses to monitor competitor services, make informed decisions, and improve market competitiveness.

Our customized solutions offer smooth delivery intelligence and actionable insights, allowing businesses to refine their competitive positioning. With in-depth expertise in Glovo Delivery Data Extraction, we equip businesses with the tools to unlock valuable insights for strategic growth.

Our specialists help evaluate market positioning, refine delivery strategies, and boost profit margins through Real-Time Glovo Data Scraping. Contact Retail Scrape today to minimize service inconsistencies, enhance market positioning, and drive long-term revenue with our advanced food delivery intelligence solutions.

Read more >>https://www.retailscrape.com/glovo-food-delivery-data-scraping-for-market-insights.php

officially published by https://www.retailscrape.com/.

[purrpleluv]

Sending him letters:

**Yes, he can receive international mails too! 💚**

- Mail must have his full name (Luigi Nicholas Mangione) and register number (52503-511).

- Mail will be opened and inspected by staff, so content must be kept appropriate or else it will be rejected. Do not talk about the incident. Talk to him like a friend.

These suggestions are collected from @renegadeforjustice (TikTok):

- Use plain paper.

- Use plain black/blue pen or pencil.

- Greeting cards can be included but they have to be as simple as possible (one piece of folded paper without any layer, embossing, glitter, or other extra material).

- Puzzles like crossword and sudoku can also be sent. Make sure to include the answers in a separate paper.

- Mail can include multiple pages.

- If you are not comfortable using your real name, you can use a pen name instead (just make sure it is a simple one with a first and last name).

Sending him packages:

From bop.gov:

“Inmates are not allowed to receive packages from home without prior written approval from the inmate's unit team or authorized staff member at the institution. The only packages an inmate may receive from home are those containing release clothing and authorized medical devices. However, inmates may receive magazines, hard and paperback books directly from the publisher.”

More information from Policy on Incoming Publications:

"At all Bureau institutions, an inmate may receive hardcover publications and newspapers only from the publisher, from a book club, or from a bookstore.”

“At medium security, high security, and administrative institutions, an inmate may receive softcover publications (for example, paperback books, newspaper clippings, magazines, and other similar items) only from the publisher, from a book club, or from a bookstore."

- Books, magazines, and newspapers can only be sent to him by the publisher/bookstore/book club themselves. You cannot mail it to him yourself. When ordering, put Luigi as the recipient.

- If you are going to use Amazon to send him books, there is a “send as a gift” button below the cart that you can click if you want to include a message to him as well.

Sending money to his commissary account:

To deposit money into his commissary account, you can choose from 3 options:

1.) MoneyGram

You'll need the following information:

Account Number: 52503511MANGIONE

Company Name: Federal Bureau of Prisons

City & State: Washington, DC

Receive Code is always: 7932

Beneficiary: Luigi Nicholas Mangione

a. At a MoneyGram location

Locate the nearest agent by calling 1-800-926-9400 or visiting: www.moneygram.com.

You'll need to complete a MoneyGram ExpressPayment Blue Form (see a sample form).

You can pay with cash.

b. Online

Please visit https://www.moneygram.com/mgo/us/en/paybills and enter the receive code 7932 or Federal Bureau of Prisons.

Enter the Receive Code (7932) and the amount you are sending (up to $300).

First time users will have to set up a profile and account.

A MasterCard or Visa credit card is required.

2.) Western Union

You'll need the following information:

Account Number: 52503511MANGIONE

Attention Line: Luigi Nicholas Mangione

Code City is always: FBOP, DC

a. Online

Please visit www.send2corrections.com

A credit/debit card will be required to complete a payment online.

You can also initiate a payment via mobile app and pay later with cash or payment card, at a Western Union agent location.

b. At a Western Union location

Locate the nearest agent by using our agent locator or by calling 1-800-325-6000.

You can pay with cash. Debit cards are accepted at select locations.

c. Over the phone

Call 1-800-634-3422 and choose option 2.

A credit/debit card will be required.

d. Via Send2Corrections mobile application

Search "Send2Corrections" in the Apple App Store (Apple iOS) or the Google Play Store (Android devices).

3.) Using mail

For detailed information, click on this link.

Information is extracted from bop.gov. Please visit the site if you need any confirmation.

💚F💚R💚E💚E💚💚💚💚L💚U💚I💚G💚I💚

[mariacallous]

In March 2007, Google’s then senior executive in charge of acquisitions, David Drummond, emailed the company’s board of directors a case for buying DoubleClick. It was an obscure software developer that helped websites sell ads. But it had about 60 percent market share and could accelerate Google’s growth while keeping rivals at bay. A “Microsoft-owned DoubleClick represents a major competitive threat,” court papers show Drummond writing.

Three weeks later, on Friday the 13th, Google announced the acquisition of DoubleClick for $3.1 billion. The US Department of Justice and 17 states including California and Colorado now allege that the day marked the beginning of Google’s unchecked dominance in online ads—and all the trouble that comes with it.

The government contends that controlling DoubleClick enabled Google to corner websites into doing business with its other services. That has resulted in Google allegedly monopolizing three big links of a vital digital advertising supply chain, which funnels over $12 billion in annual revenue to websites and apps in the US alone.

It’s a big amount. But a government expert estimates in court filings that if Google were not allegedly destroying its competition illegally, those publishers would be receiving up to an additional hundreds of millions of dollars each year. Starved of that potential funding, “publishers are pushed to put more ads on their websites, to put more content behind costly paywalls, or to cease business altogether,” the government alleges. It all adds up to a subpar experience on the web for consumers, Colorado attorney general Phil Weiser says.

“Google is able to extract hiked-up costs, and those are passed on to consumers,” he alleges. “The overall outcome we want is for consumers to have more access to content supported by advertising revenue and for people who are seeking advertising not to have to pay inflated costs.”

Google disputes the accusations.

Starting today, both sides’ arguments will be put to the test in what’s expected to be a weekslong trial before US district judge Leonie Brinkema in Alexandria, Virginia. The government wants her to find that Google has violated federal antitrust law and then issue orders that restore competition. In a best-case scenario, according to several Google critics and experts in online ads who spoke with WIRED, internet users could find themselves more pleasantly informed and entertained.

It could take years for the ad market to shake out, says Adam Heimlich, a longtime digital ad executive who’s extensively researched Google. But over time, fresh competition could lower supply chain fees and increase innovation. That would drive “better monetization of websites and better quality of websites,” says Heimlich, who now runs AI software developer Chalice Custom Algorithms.

Tim Vanderhook, CEO of ad-buying software developer Viant Technology, which both competes and partners with Google, believes that consumers would encounter a greater variety of ads, fewer creepy ads, and pages less cluttered with ads. “A substantially improved browsing experience,” he says.

Of course, all depends on the outcome of the case. Over the past year, Google lost its two other antitrust trials—concerning illegal search and mobile app store monopolies. Though the verdicts are under appeal, they’ve made the company’s critics optimistic about the ad tech trial.

Google argues that it faces fierce competition from Meta, Amazon, Microsoft, and others. It further contends that customers benefited from each of the acquisitions, contracts, and features that the government is challenging. “Google has designed a set of products that work efficiently with each other and attract a valuable customer base,” the company’s attorneys wrote in a 359-page rebuttal.

For years, Google publicly has maintained that its ad tech projects wouldn’t harm clients or competition. “We will be able to help publishers and advertisers generate more revenue, which will fuel the creation of even more rich and diverse content on the internet,” Drummond testified in 2007 to US senators concerned about the DoubleClick deal’s impact on competition and privacy. US antitrust regulators at the time cleared the purchase. But at least one of them, in hindsight, has said he should have blocked it.

Deep Control

The Justice Department alleges that acquiring DoubleClick gave Google “a pool of captive publishers that now had fewer alternatives and faced substantial switching costs associated with changing to another publisher ad server.” The global market share of Google’s tool for publishers is now 91 percent, according to court papers. The company holds similar control over ad exchanges that broker deals (around 70 percent) and tools used by advertisers (85 percent), the court filings say.

Google’s dominance, the government argues, has “impaired the ability of publishers and advertisers to choose the ad tech tools they would prefer to use and diminished the number and quality of viable options available to them.”

The government alleges that Google staff spoke internally about how they have been earning an unfair portion of what advertisers spend on advertising, to the tune of over a third of every $1 spent in some cases.

Some of Google’s competitors want the tech giant to be broken up into multiple independent companies, so each of its advertising services competes on its own merits without the benefit of one pumping up another. The rivals also support rules that would bar Google from preferencing its own services. “What all in the industry are looking for is fair competition,” Viant’s Vanderhook says.

If Google ad tech alternatives win more business, not everyone is so sure that the users will notice a difference. “We’re talking about moving from the NYSE to Nasdaq,” Ari Paparo, a former DoubleClick and Google executive who now runs the media company Marketecture, tells WIRED. The technology behind the scenes may shift, but the experience for investors—or in this case, internet surfers—doesn’t.

Some advertising experts predict that if Google is broken up, users’ experiences would get even worse. Andrey Meshkov, chief technology officer of ad-block developer AdGuard, expects increasingly invasive tracking as competition intensifies. Products also may cost more because companies need to not only hire additional help to run ads but also buy more ads to achieve the same goals. “So the ad clutter is going to get worse,” Beth Egan, an ad executive turned Syracuse University associate professor, told reporters in a recent call arranged by a Google-funded advocacy group.

But Dina Srinivasan, a former ad executive who as an antitrust scholar wrote a Stanford Technology Law Review paper on Google’s dominance, says advertisers would end up paying lower fees, and the savings would be passed on to their customers. That future would mark an end to the spell Google allegedly cast with its DoubleClick deal. And it could happen even if Google wins in Virginia. A trial in a similar lawsuit filed by Texas, 15 other states, and Puerto Rico is scheduled for March.

[sleepdepriveddieci]

Limbus Company Update 2025/04/02

New Banners: Now, with a bang and rattle of chains The Middle Little Brother Sinclair Solo Banner had appeared. Also target extraction Don Quixote Banner, hopefully if you pull, you will be lucky to get Little Sister Don for team building. Sinclair kit suggests his preference for envy resonance. There is also new Identity Growth Pack with Uptie Takeoff module and exp tickets.

Change in profile decoration sorting and new sorting options for borders added, now they go by [Claim Date/Release Date/Alphabetical].

Weekly Update Bug fixes: Cinq East Section Don skill effect wasn't activating after first evade, while the coin power should be increased by open per two speed difference. With appearance of new Middle Identity, older ones got a look over and Little Sister Don counter skill description was adjusted to match her in game usage, that had been already established. Fixing the skill was deemed to be appropriate as this ID had been out for a while by now and a fix would weaken her kit. So at 6+ sum Envy resonance (does not need to be consecutive) use "A Just Vengeance" as counter. Fixed clashing ability of a skill in 7.5 - 25 (Nocturnal Sweeping - Sweepers) stage. When the Enkephalin Module recharge message pop up appeared while claiming Refraction Railway Lost and Found rewards, UI could start to malfunction. Choice hint wasn't matching results in choice event in Nocturnal Sweeping MD pack, and certain faction identities now possess bonus to certain choice events. Certain announcer was disabled from use in stage 6 - 41 (The Heartbreaking - Wild Hunt fight with assistance of certain character). Effect used by Middle enemies had been changed from "Vendetta Mark" to "The Middle's Vendetta Mark". Text that loaded on 6th page of Nocturnal Sweeping now loads properly. Adjustment in explanation of event currency for current Intervalo. Volume of certain sounds now can be adjusted for stage 7.5 - 25. In Heishou Pack - Mao Branch Outis uptie story term "reverse-jointed" was corrected to "Digitigrade". And just information about standardization for inconsistent Skill descriptions for EN.

Future fix 25/04/10: In Focused Encounters enemies who gain new phases or spawn again, load with details of their passives and skills in locked states. It came as a side effect of getting all information for all enemies. After returning to stage information menu just after one wave, giving access to the information on foes that hadn't been fought yet. There will be fix in game logic for that.

Compensation for errors is 300 Lunacy.

Custom Language Support: From this update onward, custom unofficial translation mods will be supported to make game more accessible. Officially supported languages are (Korean, English, Japanese). It is not explained how it is applicable for mobile application, just via Steam, but by connecting your device to PC and moving files following the guide.

Interested? Please check it out. Detailed and official guide here: https://store.steampowered.com/news/app/1973530/view/533220039674824263

Any other modifications to the game beyond text changes are unwelcome and might harm the game.

O nie… To nie za dobry pomysł by tłumaczyć tyle tekstu…

[ideahat-universe]

Modded Balatro on Android is possible! (and not easy to do, but here's a tutorial to help you do it).

Part of the fun of PC gaming is being able to mod games, and devices that run Steam games can still use mods BUT android ports cannot. This is due to the fundamental differences between Windows, IOS, and Android.

So modded Balatro on Android was out of the question.

Or so it appeared.

Turns out early on people realized that Balatro uses an engine called Love which is very easy to dissemble and dissect. So before the official Mobile port came out, players were able to extra the Balatro files from Balatro, turn those files into a zip, and then run the game as a zip file through the Android app Love2d.

Eventually this process became automated and if you have an android device in developer mode you can allow the app on a PC to install Balatro and transfer to save files along with it.

Well, as it turns out, this process can also allow you to install a modded version of Balatro, but it's uh, not transparent how it exactly works or what can go wrong.

But I figured it out! And I can show you how.

NOTE:

I will not provide a copy of my modded Balatro. You need to buy Balatro and install it on Steam. Buy a cheap key before you try to outright steal. That's my opinion.

Yes, you will need a PC. The mod files run through Lovely Injector. Lovely Injector supplements the mod data into the Love Engine, so when Balatro runs, Lovely Injector dumps the Mod game data into the game's loading process.

Guess what doesn't exist on Android? Lovely Injector.

Now pathing could change that but god help you if you want to change where lovely Injector pulls mod data.

So you can change that information at will so that it can pull the mod information from the pathing that Android uses. I tried to figure that out but could not do it. But that is a thing you can do.

Now with that out of the way, let's talk about how I figured out how to add modded Balatro.

Okay, so the first step is to download the tools you need. You have balatro of course, so now you require Balatro Mobile Maker and a couple Batch scripts. Also 7-zip

Here's a link to download 7-zip

And here's a link to download Balatro Mobile Maker, a list of compatible Mods, and the Batch files you will also need.

NOW, if you want to edit the textures and music on Balatro follow these steps.

Step 1: Go on nexus or any other website that hosts Balatro mods and download texture and music focused mods.

Step 2: Open Balatro.exe (easily found by right-clicking Balatro from your library and selecting “browse local files”) using 7-zip and extract the resources' folder, you can extract the whole thing if you want to, but it's not necessary.

Step 3: Fire up your art program of choice (it has to have built in transparency, so NO MS Paint.) Open both the default sprites you want to change and the mod sprites you want to use in the change, and just start copying and pasting. Keep in mind that there is a 1x and a 2x of most sprites, but you only require the 1x of a given sprite because once you're done editing you can just can resize that image to the resolution of the 2x and nothing is out of place. Also. If you are editing hologram Joker, make the sprite translucent. I saw several artists screw that up. You just need to make the sprite translucent, and it will work like the original hologram Joker does.

Step 4: Take that edited Sprite sheet and re-open the Balatro.exe file as an archive again. Overwrite the default sprites with your edited ones in the archive and close it. Now, Balatro will run with those edited sprites as the default ones.

Music has the same steps, only difference is that you'll need to change the file type to .OGG and you'll want to rename the music file to whatever track you want to replace. (Note that editing music files this way will result in the soundtrack being slowed down for whatever reason. You can compensate for that by presumably speeding the track up in Audacity)

Step 5: You will power up Balatro Mobile Maker and run it. The program should fetch all the tools it needs to run correctly. It will ask permission for various actions several times, just say yes to the most logical choices, fps 30 can be left blank. You can run the executable wherever for the most part (at least for this process it doesn't matter) and it will find your legal copy of Balatro, unpack, format it into an APK compliant format, and then repack the file to be played as an APK. Now you have a version of Balatro that plays with modified textures and music files.

That's pretty good, but what if you want to enjoy all the fun and interesting modded jokers?

Well, first off, you'll need to temper your expectations. Some of the best Balatro mods also completely overhaul how Balatro works, and the Mobile Maker cannot cope with maintaining that functionality with Android. I provided a folder of all the mods I know won't break the game at boot. Whatever happens after that is out of my hands.

Step 1: Delete whatever mods you have already in your Mod folder (excluding Lovely and Steammodded). Go into the lovely folder and delete the files in the dump folder as well.

Step 2: Drop the mods I provided into the mod folder and run Balatro. Assuming you didn't have any issues with the game finding Lovely or Steammodded you should have booted into the main menu with the Mod tab accessible. Play a new game and do a couple hands. Don't worry about winning the round, just play a couple hands so that instance of your game is saved.

Step 3: Run Balatro Mobile Maker. Run it as normal, but when it gets to the part where it asks if you want to transfer save files, leave it alone and Run Balatrofoldersetup.bat. That will copy and move around a bunch of files needed for the Mod Transfer process. Once you clicked that Bat once, go ahead and tell the Mobile Maker to transfer your save file. When it's done, click on Balatrofoldercleanup.bat to turn things back to normal. If you forget to do that, Balatro on your PC won't run. Don't worry. If you forget to do that, clicking on it at anytime will still work as intended.

Step 4: This is the hardest step. Doing Step 1-4 over again because X thing happens.

If your pc is hooked up to your android device and mobile maker is supposed to be installing it on your Android device (and has the permissions to do so) but doesn't install it. Try again. If the App just plain crashes, move the app to a different folder and try again. I hear it works best in folders where the Balatro.exe file actually is, but I alternated between download folder, Balatro Mod folder, and the actual folder that contains the Balatro game files and there was no real difference.

If the save transfer finishes in a couple seconds, it didn't work. You can confirm it by opening the Balatro game and seeing that it's just default Balatro without the Mod tab. If the save transfer process takes several seconds to actually transfer the data, then it's actually legitimately working. If you boot up and see evidence of your previous game progress and the mod tab, you're in! Enjoy it friend!

Addendum:

Yes, I know that people have gotten Jen's Almanac, Pokermon, and especially Cryptid working on Android, I don't like using the Jen and Cryptid mods because they're just insane and exist for the spectacle.

The Vanilla Joker mods dilute the collection of Jokers making the really powerful cards less likely to show up and making really odd niche cards more likely to get in the way, this adds a bit of challenge. Jen and Cryptid having many face roll jokers eliminates that, however.

Also, a lot of overhaul mods require modifying the shader files to get the game working on Android, and I just don't know where to begin fixing that. I tried the patches and they didn't work.

If you know the solution to "error validating vertex shader code: Line 125 error '/': wrong operand types: no operation '' exists that takes a left-hand operand of type ' global highp float' and a right operand of type ' const int (or there is no acceptable conversion)"

Post it on this web zone, I'm not the only one wanting a solution for that, and no one on the Balatro Mobile Maker GitHub had a solution (that worked).

There are other mods I skipped that probably worked but didn't personally want in my pack, so go to Mirahaze and download whatever mod you like and go through the steps I tried. If you boot up the Android app, and it crashes, specifying that some abbreviated file linked to a specific mod was not found or had trouble installing, get rid of the mod. You could fix it, but if you could do that, you probably didn't need my help to begin with.

[fraoula1]

𝐓𝐨𝐩 5 𝐅𝐮𝐭𝐮𝐫𝐢𝐬𝐭𝐢𝐜 𝐒𝐢𝐝𝐞 𝐇𝐮𝐬𝐭𝐥𝐞𝐬 𝐟𝐨𝐫 𝐓𝐞𝐜𝐡𝐢𝐞𝐬 𝐢𝐧 2025

In today’s fast-paced tech world, side hustles can be a fantastic way for professionals to boost their skills and earn extra income. With advancements in artificial intelligence, remote working, and a growing need for tech solutions, 2025 is filled with exciting possibilities for tech enthusiasts.

This post dives into five promising side hustles, supported by data and trends. Techies can capitalize on their expertise and thrive in these areas.

1. Remote IT Support

With businesses shifting to hybrid work models, the demand for remote IT support has skyrocketed. According to a report from the International Data Corporation (IDC), the global IT services market is set to hit $1 trillion by 2025, hinting at tremendous opportunities in this field.

Techies with skills in troubleshooting can offer services to both businesses and individuals. The TechServe Alliance notes that the demand for IT support roles surged over 10% last year, making this a vibrant market.

Starting a remote IT support hustle is easy. Freelancing platforms like Upwork and Fiverr allow techies to find clients quickly. Depending on the complexity of the service, they can earn between $25 and $150 per hour while enjoying the flexibility to work on their own schedule.

2. Cybersecurity Consulting

As cyber threats evolve, companies increasingly prioritize cybersecurity. A report from Cybersecurity Ventures predicts that costs from cybercrime could reach $10.5 trillion annually by 2025. This statistic underscores the growing need for cybersecurity professionals.

Techies with experience in cybersecurity can offer their services to businesses looking to protect sensitive data. A survey by Proofpoint found that 55% of organizations fended off phishing attacks, indicating a strong demand for seasoned professionals.

In this consulting niche, technology experts can earn between $100 and $500 per hour, based on their experience and project complexity. Earning certifications, like the Certified Information Systems Security Professional (CISSP), can significantly boost credibility and income potential.

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3. Software Development and Mobile App Creation

As the world becomes more mobile-first, demand for software and app development is expected to rise. Statista reports that the global app economy may generate over $407.31 billion in revenue by 2026, presenting a lucrative chance for techies skilled in coding.

Developers can enter this space through freelancing or by launching their own projects. Tools like React Native and Flutter allow for efficient cross-platform application development, saving both time and resources.

Freelancers can charge between $50 and $200 per hour based on expertise and project scope. For those willing to turn a side hustle into a full business, the income from app sales and in-app purchases can be enormous.

4. Data Analysis and Visualization

Data remains one of the most valuable assets today, with analytics aiding decision-making. The global data analytics market might reach $300 billion by 2026, creating fertile ground for techies skilled in data analysis.

Freelance data analysts can help companies extract valuable insights from their data. Utilizing tools like Tableau, Power BI, and R can help create compelling visualizations, making their services even more attractive.

Data analysts typically charge between $40 and $150 per hour depending on analysis complexity. Mastering data storytelling enables techies to transform raw data into practical insights, positioning themselves as key assets for businesses.

5. E-Learning Course Creation

The rapid growth of online learning has made creating and selling e-learning courses a sought-after side hustle. The global e-learning market is anticipated to reach $375 billion by 2026, driven by rising demand for skill development.

Techies can harness their knowledge to develop courses on platforms like Udemy or Teachable. Topics can range from programming languages to software tools and emerging technologies, such as AI and machine learning. Statista reported that 42% of online course creators are tech professionals, showing the market's strong bias toward technical education.

Successful courses can generate substantial passive income, sometimes yielding thousands of dollars. Since course creation has low overhead, techies can concentrate on producing high-quality content and devising effective marketing strategies.

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Unlocking New Opportunities in Tech

The side hustles mentioned offer exciting paths for tech-savvy individuals aiming to enhance their skills and income in 2025.

As technology keeps evolving, the need for skilled professionals in IT support, cybersecurity, software development, data analysis, and e-learning will continue to grow.

By leveraging their expertise and using the right platforms, techies can build rewarding side hustles that provide financial perks and opportunities for personal and career growth.

Whether solving challenging problems for clients, creating innovative apps, or imparting knowledge, the potential for side hustles in the tech sector is vast. The key is to find a niche that aligns with personal interests, engage in continuous learning, and embrace the entrepreneurial spirit in this dynamic environment.

In a landscape where technology is at the center of everyday life, techies hold a unique position to lead future innovations. Engaging in these side hustles will not only keep them relevant but also equip them for the challenges and opportunities that lie ahead.

[kaaylabs]

Optimizing Business Operations with Advanced Machine Learning Services

Machine learning has gained popularity in recent years thanks to the adoption of the technology. On the other hand, traditional machine learning necessitates managing data pipelines, robust server maintenance, and the creation of a model for machine learning from scratch, among other technical infrastructure management tasks. Many of these processes are automated by machine learning service which enables businesses to use a platform much more quickly.

What do you understand of Machine learning?

Deep learning and neural networks applied to data are examples of machine learning, a branch of artificial intelligence focused on data-driven learning. It begins with a dataset and gains the ability to extract relevant data from it.

Machine learning technologies facilitate computer vision, speech recognition, face identification, predictive analytics, and more. They also make regression more accurate.

For what purpose is it used?

Many use cases, such as churn avoidance and support ticket categorization make use of MLaaS. The vital thing about MLaaS is it makes it possible to delegate machine learning's laborious tasks. This implies that you won't need to install software, configure servers, maintain infrastructure, and other related tasks. All you have to do is choose the column to be predicted, connect the pertinent training data, and let the software do its magic.  

Natural Language Interpretation

By examining social media postings and the tone of consumer reviews, natural language processing aids businesses in better understanding their clientele. the ml services enable them to make more informed choices about selling their goods and services, including providing automated help or highlighting superior substitutes. Machine learning can categorize incoming customer inquiries into distinct groups, enabling businesses to allocate their resources and time.

Predicting

Another use of machine learning is forecasting, which allows businesses to project future occurrences based on existing data. For example, businesses that need to estimate the costs of their goods, services, or clients might utilize MLaaS for cost modelling.

Data Investigation

Investigating variables, examining correlations between variables, and displaying associations are all part of data exploration. Businesses may generate informed suggestions and contextualize vital data using machine learning.

Data Inconsistency

Another crucial component of machine learning is anomaly detection, which finds anomalous occurrences like fraud. This technology is especially helpful for businesses that lack the means or know-how to create their own systems for identifying anomalies.

Examining And Comprehending Datasets

Machine learning provides an alternative to manual dataset searching and comprehension by converting text searches into SQL queries using algorithms trained on millions of samples. Regression analysis use to determine the correlations between variables, such as those affecting sales and customer satisfaction from various product attributes or advertising channels.

Recognition Of Images

One area of machine learning that is very useful for mobile apps, security, and healthcare is image recognition. Businesses utilize recommendation engines to promote music or goods to consumers. While some companies have used picture recognition to create lucrative mobile applications.

Your understanding of AI will drastically shift. They used to believe that AI was only beyond the financial reach of large corporations. However, thanks to services anyone may now use this technology.

[allthebrazilianpolitics]

Facebook, Zoom convicted in Brazil of illegal access to user data

A court in the Brazilian northeastern state of Maranhão ordered Facebook and Zoom to compensate users for illegally harvesting their data. Both companies will have to pay BRL 20 million (just over USD 4 million) in collective damages and BRL 500 in individual compensation to each concerned user. 

In March 2020, Vice’s Motherboard website revealed that the Zoom iOS app was sending user data to Facebook unbeknownst to the user — even if the user didn’t have a Facebook account. 

Zoom had implemented the ‘login from Facebook’ button on its iOS app, which allowed the social media behemoth to access and extract user data from Zoom’s platform. Zoom apologized for allowing swaths of data that “included information about devices such as the mobile OS type and version, the device time zone, device OS, device model and carrier, screen size, processor cores, and disk space.”

The judge in the case found that Facebook and Zoom had violated users’ privacy rights by accessing data points that allowed the companies to direct ads, track and analyze user behavior, track conversion rates, and personalize user app experience. Having access to this type of data can be precious for advertisers.

Continue reading.

[allaboutmarketing4you]

How Google Maps, Spotify, Shazam and More Work

"How does Google Maps use satellites, GPS and more to get you from point A to point B? What is the tech that powers Spotify’s recommendation algorithm?

From the unique tech that works in seconds to power tap-to-pay to how Shazam identifies 23,000 songs each minute, WSJ explores the engineering and science of technology that catches our eye.

Chapters:

0:00 Google Maps

9:07 LED wristbands

14:30 Spotify’s algorithm

21:30 Tap-to-Pay

28:18 Noise-canceling headphones

34:33 MSG Sphere

41:30 Shazam "

Source: The Wall Street Journal

#Tech#Algorithm#WSJ

Additional information:

" How Does Google Map Works?

Google Maps is a unique web-based mapping service brought to you by the tech giant, Google. It offers satellite imagery, aerial photography, street maps, 360° panoramic views of streets, real-time traffic conditions, and route planning for traveling by foot, car, bicycle, or public transportation.

A short history of Google maps:

Google Maps was first launched in February 2005, as a desktop web mapping service. It was developed by a team at Google led by Lars and Jens Rasmussen, with the goal of creating a more user-friendly and accurate alternative to existing mapping services. In 2007, Google released the first version of Google Maps for mobile, which was available for the Apple iPhone. This version of the app was a huge success and quickly became the most popular mapping app on the market. As time has passed, Google Maps has consistently developed and enhanced its capabilities, including the addition of new forms of map data like satellite and aerial imagery and integration with other Google platforms like Google Earth and Google Street View.

In 2013, Google released a new version of Google Maps for the web, which included a redesigned interface and new features like enhanced search and integration with Google+ for sharing and reviewing places.

Today, Google Maps is available on desktop computers and as a mobile app for Android and iOS devices. It is used by millions of people around the world to get directions, find places, and explore new areas.

How does google maps work?

Google Maps works by using satellite and aerial imagery to create detailed maps of the world. These maps are then made available to users through a web-based interface or a mobile app.

When you open Google Maps, you can search for a specific location or browse the map to explore an area. You can also use the app to get directions to a specific place or find points of interest, such as businesses, landmarks, and other points of interest. Google Maps uses a combination of GPS data, user input, and real-time traffic data to provide accurate and up-to-date information about locations and directions. The app also integrates with other Google services, such as Google Earth and Google Street View, to provide additional information and features.

Overall, Google Maps is a powerful tool that makes it easy to find and explore locations around the world. It’s available on desktop computers and as a mobile app for Android and iOS devices.

Google uses a variety of algorithms in the backend of Google Maps to provide accurate and up-to-date information about locations and directions. Some of the main algorithms used by Google Maps include:

Image recognition: Google Maps uses image recognition algorithms to extract useful information from the satellite and street view images used to create the map. These algorithms can recognize specific objects and features in the images, such as roads, buildings, and landmarks, and use this information to create a detailed map of the area.

Machine learning: Google Maps uses machine learning algorithms to analyze and interpret data from a variety of sources, including satellite imagery, street view images, and user data. These algorithms can identify patterns and trends in the data, allowing Google Maps to provide more accurate and up-to-date information about locations and directions.

Geospatial data analysis: Google Maps uses geospatial data analysis algorithms to analyze and interpret data about the earth’s surface and features. This includes techniques like geographic information systems (GIS) and geospatial data mining, which are used to extract useful information from large datasets of geospatial data.

Overall, these algorithms are an essential part of the backend of Google Maps, helping the service to provide accurate and up-to-date information to users around the world.

Google Maps uses a variety of algorithms to determine the shortest path between two points:

Here are some of the algorithms that may be used:

Dijkstra’s algorithm: This is a classic algorithm for finding the shortest path between two nodes in a graph. It works by starting at the source node and progressively exploring the graph, adding nodes to the shortest path as it goes.

A* search algorithm: This is another popular algorithm for finding the shortest path between two points. It works by combining the benefits of Dijkstra’s algorithm with a heuristic function that helps guide the search toward the destination node.

It’s worth noting that Google Maps may use a combination of these algorithms, as well as other specialized algorithms, to determine the shortest path between two points. The specific algorithms used may vary depending on the specifics of the route, such as the distance, the number of turns, and the type of terrain. "

Source: geeksforgeeks.org - -> You can read the full article at geeksforgeeks.org

#mktmarketing4you#corporatestrategy#marketing#M4Y#lovemarketing#IPAM#ipammarketingschool#ContingencyPlanning#virtual#volunteering#project#Management#Economy#ConsumptionBehavior#BrandManagement#ProductManagement#Logistics#Lifecycle

#Brand#Neuromarketing#McKinseyMatrix#Viralmarketing#Facebook#Marketingmetrics#icebergmodel#EdgarScheinsCultureModel#GuerrillaMarketing #STARMethod #7SFramework #gapanalysis #AIDAModel #SixLeadershipStyles #MintoPyramidPrinciple #StrategyDiamond #InternalRateofReturn #irr #BrandManagement #dripmodel #HoshinPlanning #XMatrix #backtobasics #BalancedScorecard #Product #ProductManagement #Logistics #Branding #freemium #businessmodel #business #4P #3C #BCG #SWOT #TOWS #EisenhowerMatrix #Study #marketingresearch #marketer #marketing manager #Painpoints #Pestel #ValueChain # VRIO #marketingmix

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[mobiledatascrape]

Hotel App Data Scraping Services | Extract Hotel Room Prices

Efficient hotel app data scraping services to extract hotel room prices in the USA, UK, UAE, China, India, Australia, Germany, and Spain. Get the best rates today!

know more:

[howget]

Phonepe fake payment

In the digital age, mobile payment platforms have revolutionized the way we handle financial transactions. PhonePe has gained immense popularity among these platforms for its user-friendly interface and secure payment options. However, with the increase in digital transactions, there has also been a parallel increase in fraudulent activities, and one of the most common scams is the “PhonePe Fake Payment” scheme. In this article, we shed light on the intricacies of this threat by searching for keywords like phonepe fake payment, fake phonepe screenshot, fake phonepe transaction, “fake phonepe customer service number, and “fake phonepe”.

What is Phonepe fake Payment:

PhonePe fake payments refer to fraudulent transactions carried out on the PhonePe platform to deceive users. Scammers use various tactics to trick individuals into paying for goods or services that do not exist. These scams often involve the creation of fake payment receipts and screenshots, leading victims to believe that they have completed a transaction. 1. **Fake PhonePe transactions: How do they happen?** Scammers take advantage of users' trust in digital payment platforms. A common method involves creating a fake payment link that appears legitimate. Unsuspecting users, thinking they are making a genuine transaction, transfer money to the scammer. Additionally, fraudsters may pose as sellers on online marketplaces, and convince buyers to make advance payments through PhonePe. Once the money is transferred, the scammer disappears and the victim is left with no recourse. 2. **Fake phonepe Payment Generator: The Art of Deception** To further their schemes, scammers often create fake PhonePe screenshots and receipts. These fabricated documents mimic authentic documents provided by the platform, making it challenging for users to differentiate between genuine and fake transactions. Victims, upon receiving these fraudulent screenshots, are misled into believing that the payment has been successfully processed. 3. **Fake PhonePe Customer Care Number: A Gateway to Exploitation**

Another strategy adopted by scammers is the use of fake PhonePe customer service numbers. Victims who encounter problems or have doubts about a transaction can seek customer support. Unfortunately, they may stumble upon a fraudulent customer service number that leads them to criminals posing as PhonePe representatives. These fraudsters then extract sensitive information or trick users into making additional payments. PhonePe Detecting and Avoiding Fraudulent Payments:

1. **Verify Payment Link and QR Code** Before making any payment ensure that the payment link or QR code is valid. PhonePe generates secure and unique links for each transaction. Use caution if you receive a link from an unfamiliar source or from outside the official app. 2. **Recheck Transaction Details** Carefully review the transaction details, including payee information and amount. Scammers may slightly alter the details to trick users into making unexpected payments. 3. **Be suspicious of advance payment** Avoid making advance payments, especially to unknown vendors or for goods/services that have not been delivered. Legitimate sellers on online platforms will usually use official payment channels within the app. 4. **Use two-factor authentication** Enable two-factor authentication (2FA) on your PhonePe account for an extra layer of security. This ensures that even if scammers obtain your login credentials, they will not be able to complete unauthorized transactions without a second authentication step. 5. **Contact Official PhonePe Support** If you are concerned about a transaction or facing any issues, use the official customer support channels provided by PhonePe. Avoid relying on random customer service numbers found from online searches to avoid falling victim to scams. Conclusion: While digital payment platforms like PhonePe offer convenience and efficiency, users should remain alert to the growing wave of scams, including the infamous PhonePe fake payment schemes. By understanding the tactics adopted by scammers and implementing preventive measures, users can keep themselves safe from fraudulent transactions and protect their hard-earned money in the digital sphere. Read the full article

[shemsuji432]

Demystifying Python: Exploring 7 Exciting Capabilities of This Coding Marvel

Greetings aspiring coders! Are you ready to unravel the wonders of Python programming? If you're curious about the diverse possibilities that Python offers, you're in for a treat. Let's delve into seven captivating things you can achieve with Python, explained in simple terms from the best Python Training Institute.

1. Craft Dynamic Websites:

Python serves as the backbone for numerous websites you encounter daily. Utilizing robust frameworks such as Django and Flask, you can effortlessly fashion web applications and dynamic websites. Whether your ambition is to launch a personal blog or the next big social platform, Python is your reliable companion. If you want to learn more about Python from the Beginner to Advance level, I will highly recommend the best Python course in Bangalore

2. Automate Mundane Tasks:

Say goodbye to repetitive tasks! Python comes to the rescue with its automation prowess. From organizing files to sending emails and even extracting information from websites, Python's straightforward approach empowers your computer to handle these tasks autonomously.

3. Master Data Analysis:

For those who revel in manipulating numbers and data, Python is a game-changer. Libraries like NumPy, Pandas, and Matplotlib transform data analysis into an enjoyable and accessible endeavor. Visualize data, discern patterns, and unlock the full potential of your datasets.

4. Embark on Game Development:

Surprising as it may be, Python allows you to dip your toes into the realm of game development. Thanks to libraries like Pygame, you can bring your gaming ideas to life. While you may not be creating the next AAA blockbuster, Python provides an excellent starting point for game development enthusiasts.

5. Explore Artificial Intelligence:

Python stands out as a juggernaut in the field of artificial intelligence. Leveraging libraries such as TensorFlow and PyTorch, you can construct machine learning models. Teach your computer to recognize images, comprehend natural language, and even engage in gaming – the possibilities are limitless.

6. Craft Mobile Applications:

Yes, you read that correctly. Python empowers you to develop mobile applications through frameworks like Kivy and BeeWare. Now, you can turn your app concepts into reality without the need to learn an entirely new language for each platform.

7. Mastery in Network Programming:

Python emerges as your ally in the realm of networking. Whether you aspire to create network tools, collaborate with APIs, or automate network configurations, Python simplifies the intricacies of networking.

In essence, Python can be likened to a versatile Swiss Army knife for programmers. It's approachable for beginners, flexible, and applicable across diverse domains. Whether you're drawn to web development, data science, or AI, Python stands as the ideal companion for your coding journey. So, grab your keyboard, start coding, and witness the magic of Python unfold!

[theultimatefan]

Angel City FC Launches Performance Optimization Solution From Kitman Labs

Kitman Labs, the global enterprise SaaS platform providing the only single, centralized operating system for performance intelligence in the elite performance industry, today announced a new relationship with LA-based, NWSL club, Angel City Football Club.  On the heels of the NWSL’s deployment of the Performance Medicine Solution from Kitman Labs as its league-wide advanced EMR, Angel City FC will expand the use of iP: Intelligence Platform across the club to include Performance Optimization.  

Angel City FC will now be able to combine performance data - including game, training, gym, physical testing and more - with player-level medical data for a complete, real-time assessment of each athlete.  All data is captured in a single, interactive system - eliminating data and information silos, enabling cross-Departmental communication and supporting informed, data-led decision-making.  Both players and practitioners will be able to access and input data through a dedicated Coach and Player App to allow for real-time data capture and on pitch application.

“Communication, collaboration and cohesion are critical for the success of any elite sports organization.  By combining both the medical data from our new advanced EMR with our performance data, our staff, coaches and players are now equipped with the analytics and actionable intelligence necessary to work together to unlock optimal performance outcomes across the squad,” said Sarah Smith, Head of Medical and Performance at Angel City FC. 

"The purpose of The Intelligence Platform is to unify data, people and processes,” said Stephen Smith, CEO and Founder of Kitman Labs.  “Elite sports organizations are inundated with data - typically incomplete, captured in various departments throughout an organization and largely under used and under leveraged.  Angel City FC now has the ability to centralize and mobilize their data and extract the full value of that data to support evidence-based decision-making at every level of the organization.”

Kitman Labs has an established track record of working with top leagues, teams and athletes across a variety of sports, including soccer, basketball, rugby, and American football.  The company's technology is currently being used by leagues and teams within some of the world's most elite sports organizations, including the National Football League (NFL), Premier League, Major League Soccer (MLS), National Women’s Soccer League (NWSL) and Irish Rugby Football Union (IRFU). 

This launch follows other recent business strategy moves Kitman Labs has undertaken including two strategic acquisitions of The Sports Office and Presagia Sports. The combined companies represent the industry’s largest network of elite and youth organizations (1000+), creating the industry’s largest dataset of talent, performance, and medical data for all stages of the athlete lifecycle.

[xaltius]

How Secure Are Internet of Things (IoT) Devices in 2025?

From smart homes anticipating your every need to industrial sensors optimizing manufacturing lines, Internet of Things (IoT) devices have seamlessly integrated into our lives, promising unparalleled convenience and efficiency. In 2025, are these interconnected gadgets truly secure, or are they opening up a Pandora's Box of vulnerabilities?

The truth is, IoT security is a complex and often concerning landscape. While significant progress is being made by some manufacturers and regulatory bodies, many IoT devices still pose substantial risks, largely due to a race to market that often prioritizes features and cost over robust security.

The Allure vs. The Alarms: Why IoT Devices Are Often Vulnerable

The promise of IoT is immense: automation, data-driven insights, remote control. The peril, however, lies in how easily these devices can become entry points for cyberattacks, leading to privacy breaches, network compromise, and even physical harm.

Here's why many IoT devices remain a security headache:

Weak Default Credentials & Lack of Updates:

The Problem: Many devices are still shipped with easily guessable default usernames and passwords (e.g., "admin/admin," "user/123456"). Even worse, many users never change them. This is the single easiest way for attackers to gain access.

The Challenge: Unlike smartphones or laptops, many IoT devices lack clear, robust, or frequent firmware update mechanisms. Cheaper devices often receive no security patches at all after purchase, leaving critical vulnerabilities unaddressed for their entire lifespan.

Insecure Network Services & Open Ports:

The Problem: Devices sometimes come with unnecessary network services enabled or ports left open to the internet, creating direct pathways for attackers. Poorly configured remote access features are a common culprit.

The Impact: Remember the Mirai botnet? It famously exploited vulnerable IoT devices with open ports and default credentials to launch massive Distributed Denial of Service (DDoS) attacks.

Lack of Encryption (Data In Transit & At Rest):

The Problem: Data transmitted between the device, its mobile app, and the cloud often lacks proper encryption, making it vulnerable to eavesdropping (Man-in-the-Middle attacks). Sensitive data stored directly on the device itself may also be unencrypted.

The Risk: Imagine your smart speaker conversations, security camera footage, or even health data from a wearable being intercepted or accessed.

Insecure Hardware & Physical Tampering:

The Problem: Many IoT devices are designed with minimal physical security. Easily accessible debug ports (like JTAG or UART) or lack of tamper-resistant enclosures can allow attackers to extract sensitive data (like firmware or encryption keys) directly from the device.

The Threat: With physical access, an attacker can potentially rewrite firmware, bypass security controls, or extract confidential information.

Vulnerabilities in Accompanying Apps & Cloud APIs:

The Problem: The web interfaces, mobile applications, and cloud APIs used to control IoT devices are often susceptible to common web vulnerabilities like SQL Injection, Cross-Site Scripting (XSS), or insecure authentication.

The Loophole: Even if the device itself is somewhat secure, a flaw in the control app or cloud backend can compromise the entire ecosystem.

Insufficient Privacy Protections:

The Problem: Many IoT devices collect vast amounts of personal and sensitive data (e.g., location, habits, biometrics) without always providing clear consent mechanisms or robust data handling policies. This data might then be shared with third parties.

The Concern: Beyond direct attacks, the sheer volume of personal data collected raises significant privacy concerns, especially if it falls into the wrong hands.

Supply Chain Risks:

The Problem: Vulnerabilities can be introduced at any stage of the complex IoT supply chain, from compromised components to insecure firmware inserted during manufacturing.

The Fallout: A single compromised component can affect thousands or millions of devices, as seen with some supply chain attacks in the broader tech industry.

The Elephant in the Room: Why Securing IoT is Hard

Diversity & Scale: The sheer number and variety of IoT devices (from tiny sensors to complex industrial machines) make a "one-size-fits-all" security solution impossible.

Resource Constraints: Many devices are low-power, low-cost, or battery-operated, limiting the computational resources available for robust encryption or security features.

Long Lifespans: Unlike phones, many IoT devices are expected to operate for years, even decades, long after manufacturers might cease providing support or updates.

Patching Complexity: Pushing updates to millions of geographically dispersed devices, sometimes with limited connectivity, is a logistical nightmare.

Consumer Awareness: Many consumers prioritize convenience and price over security, often unaware of the risks they introduce into their homes and networks.

Towards a More Secure IoT in 2025: Your Shield & Their Responsibility

While the challenges are significant, there's a collective effort towards a more secure IoT future. Here's what needs to happen and what you can do:

For Manufacturers (Their Responsibility):

Security by Design: Integrate security into the entire product development lifecycle from day one, rather than as an afterthought.

Secure Defaults: Ship devices with unique, strong, and randomly generated default passwords.

Robust Update Mechanisms: Implement easy-to-use, automatic, and regular firmware updates throughout the device's lifecycle.

Clear End-of-Life Policies: Communicate transparently when support and security updates for a device will cease.

Secure APIs: Design secure application programming interfaces (APIs) for cloud communication and mobile app control.

Adhere to Standards: Actively participate in and adopt industry security standards (e.g., ETSI EN 303 645, IoT Security Foundation guidelines, PSA Certified). Regulatory pushes in Europe (like the Cyber Resilience Act) and elsewhere are driving this.

For Consumers & Businesses (Your Shield):

Change Default Passwords IMMEDIATELY: This is your absolute first line of defense. Make them strong and unique.

Network Segmentation: Isolate your IoT devices on a separate Wi-Fi network (a "guest" network or a VLAN if your router supports it). This prevents a compromised IoT device from accessing your main computers and sensitive data.

Keep Firmware Updated: Regularly check for and apply firmware updates for all your smart devices. If a device doesn't offer updates, reconsider its use.

Disable Unused Features: Turn off any unnecessary ports, services, or features on your IoT devices to reduce their attack surface.

Research Before You Buy: Choose reputable brands with a track record of security and clear privacy policies. Read reviews and look for security certifications.

Strong Wi-Fi Security: Ensure your home Wi-Fi uses WPA2 or, ideally, WPA3 encryption with a strong, unique password.

Be Mindful of Data Collected: Understand what data your devices are collecting and how it's being used. If the privacy policy isn't clear or feels invasive, reconsider the device.

Physical Security: Secure physical access to your devices where possible, preventing easy tampering.

Regular Monitoring (for Businesses): Implement tools and processes to monitor network traffic from IoT devices for unusual or suspicious activity.

In 2025, the convenience offered by IoT devices is undeniable. However, their security is not a given. It's a shared responsibility that demands both diligence from manufacturers to build secure products and vigilance from users to deploy and manage them safely.

[arctechnolabs1]

Global Guide to Web Scraping Wine Pricing Trends

Introduction

In an era where consumer preferences and global trade dynamics shift rapidly, understanding real-time wine pricing trends is crucial for businesses in the alcohol industry. Web scraping wine pricing trends has become a powerful solution for importers, distributors, sommeliers, and wine retailers seeking a data-driven edge in global markets.

By using advanced tools to Scrape Alcohol Price Data Intelligence, professionals can access updated price listings, market fluctuations, regional demand patterns, and promotional pricing—helping them make smarter procurement and pricing decisions.

The Role of Data in the Wine Industry

The global wine industry is driven by intricate factors—vintage, region, availability, and seasonal consumption—that impact pricing and demand. As the market becomes more competitive and digitalized, businesses can no longer afford to rely on outdated reports or manual tracking. Instead, they are turning to Web Scraping Services and intelligent tools to gather real-time insights, allowing them to stay agile and data-informed in a fluctuating industry.

1. Accessing Accurate Global Pricing with Web Scraping

One of the biggest advantages of using Web scraping wine pricing trends is the ability to collect pricing data across various geographies. Importers, distributors, and sommeliers can monitor price shifts for specific varietals in real time.

Example Stats: Average Retail Wine Prices (2020–2025)

2. Monitoring Trends to Predict Consumer Demand

By using a Wine industry data scraper tool, businesses can Analyze wine sales trends 2025 to predict seasonal demand patterns and adjust inventories accordingly.

Example Stats: Seasonal Sales Growth (%) by Quarter (2020–2025)

3. Tapping into Marketing Intelligence

Advanced scrapers can Extract wine marketing data such as promotional offers, product descriptions, and regional campaigns from online retailers. This can be especially helpful for crafting hyper-targeted campaigns.

Example: Marketing Mentions by Region (2025)

4. Reviewing Price Data with Liquor Datasets

With access to Liquor or Alcohol Price Review Datasets , stakeholders can monitor long-term price trends, promotional impacts, and regional differentials to plan bulk orders or adjust their retail pricing strategies.

Example: Price Variation for Red Wines (2020–2025)

5. Streamlining Collection with Modern Tools

Businesses now employ Web Scraping Liquor or Alcohol Data technologies such as Web Scraping API Services and Mobile App Scraping Services to automatically Scrape wine sales data 2025 and retrieve structured insights without maintaining manual workflows.

Using these tools, companies can Scrape Alcohol Price Data Intelligence directly from marketplaces, apps, and eCommerce stores in real time—enhancing agility and responsiveness.

By investing in smart solutions like Web scraping wine pricing trends, companies gain a competitive advantage through accurate forecasting, better marketing strategies, and optimized purchasing. Data is no longer optional in the wine trade—it's your most valuable asset.

Key Benefits of Web Scraping Wine Pricing Trends

1. Global Price Benchmarking

With Web scraping wine pricing trends, importers can benchmark prices across countries and retailers. This helps in identifying profitable sourcing regions and preventing overpricing in local markets.

Example:

2. Sales Forecasting and Demand Planning

Distributors can Analyze wine sales trends 2025 by combining pricing data with seasonal sales activity. This helps forecast stock requirements and optimize distribution.

Example:

3. Retailer and Competitor Analysis

Using a Wine industry data scraper tool, sommeliers and retailers can monitor top-performing SKUs, limited-edition releases, and pricing strategies of competitors.

Example:

4. Extracting Marketing Insights

Professionals can Extract wine marketing data from promotional banners, discount listings, and regional campaigns. This intelligence can guide more effective marketing and ad targeting.

5. Mobile App Data Insights

Many wine retailers now offer mobile-exclusive deals and flash sales. Through Mobile App Scraping Services, businesses can collect this app-specific data and integrate it into pricing models for more competitive offerings.

Tools Used in Scraping Alcohol Data

As the global wine and liquor industry shifts toward data-driven strategies, businesses increasingly rely on robust tools specifically designed for Web Scraping Liquor or Alcohol Data and compiling Liquor or Alcohol Price Review Datasets. These tools must be capable of handling dynamic content, JavaScript-rendered pricing modules, and anti-bot mechanisms such as CAPTCHA and IP restrictions.

Modern Web Scraping Services employ scalable and flexible infrastructures to crawl thousands of wine and liquor product pages daily. Whether it's eCommerce platforms, regional distributor websites, or global wine trading portals, these tools ensure high data accuracy and consistency.

To Scrape wine sales data 2025 effectively, companies integrate Web Scraping API Services to fetch real-time pricing, availability, and promotional information. APIs ensure continuous, structured delivery of data, enabling wine importers and marketers to Analyze wine sales trends 2025 and react quickly to shifting market conditions.

In addition, Mobile App Scraping Services are used to extract pricing and offer-related content from liquor and wine delivery apps—many of which feature app-exclusive rates or localized offers not visible on web portals.

Advanced Wine industry data scraper tools not only collect data but also normalize and clean it, enabling organizations to Extract wine marketing data efficiently for analytics dashboards, CRM systems, or pricing intelligence platforms. These tools help businesses Scrape Alcohol Price Data Intelligence from multi-language and multi-currency platforms with high accuracy.

By leveraging the power of Web scraping wine pricing trends, companies in the liquor and wine space gain a competitive edge—ensuring they stay ahead of pricing shifts, seasonal fluctuations, and consumer demand in every region.

ArcTechnolabs integrates these modern tools with precision to deliver actionable insights from global alcohol data sources.

Why Choose ArcTechnolabs?

At ArcTechnolabs, we offer end-to-end Web Scraping Services tailored specifically to the wine and alcohol industry. Our expertise includes building powerful Wine industry data scraper tools designed for both global and regional coverage. We provide robust Web Scraping API Services that automate real-time data delivery, ensuring you have access to the most up-to-date information at all times. Our Mobile App Scraping Services are fully scalable, enabling you to access exclusive pricing and promotional data often locked behind mobile platforms.

We also utilize advanced scraping techniques to extract data from JavaScript-heavy websites and protected sources, overcoming typical scraping challenges like CAPTCHAs and geo-restrictions. For businesses looking to make informed decisions, we deliver custom dashboards and analytics tools that help you Analyze wine sales trends 2025 effortlessly.'

Whether you want to Scrape BookMyShow movie ticket data today or Scrape Alcohol Price Data Intelligence tomorrow, ArcTechnolabs builds flexible, industry-specific scraping solutions that evolve with your business goals.

Conclusion

The global wine market is rich in opportunity—but only for those who stay informed. By leveraging Web scraping wine pricing trends, importers and sommeliers gain the competitive advantage needed to forecast accurately, price competitively, and market intelligently. With ArcTechnolabs as your data partner, you can transform fragmented online wine listings into actionable intelligence that fuels your business success. Ready to unlock real-time wine pricing insights? Contact ArcTechnolabs today for a custom scraping solution built for your market!

Source >> https://www.arctechnolabs.com/wine-pricing-data-scraping-global-trends.php

🚀 Fuel your growth with real-time data! 📩 sales@arctechnolabs.com | 📞 +1 424 377 7584 ArcTechnolabs – Data that drives decisions.