#Restaurant Menu Scraping
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foodspark-scraper · 1 year ago
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How to Maximize the Benefits of Restaurant Menu Scraping
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Introduction:
In the ever-evolving landscape of the restaurant industry, staying competitive requires innovative strategies and a deep understanding of market trends. One such tool that has gained prominence is restaurant menu scraping – the process of extracting data from online menus. By leveraging this technique effectively, businesses can unlock a wealth of insights, streamline operations, and enhance the overall dining experience.
I. Understanding Restaurant Menu Scraping:
Restaurant menu scraping involves the automated extraction of data from digital menus available on restaurant websites or third-party platforms. This data can include menu items, prices, descriptions, and more. The primary goal is to convert unstructured information into a structured format that can be analyzed and utilized for various purposes.
II. Enhancing Competitive Intelligence:
One of the primary benefits of restaurant menu scraping is the ability to gather valuable competitive intelligence. By monitoring competitors' menus, pricing strategies, and promotional offers, restaurant owners can make informed decisions to stay ahead in the market. This insight allows for strategic adjustments to menu offerings, pricing, and marketing campaigns to align with customer preferences and market trends.
III. Optimizing Menu Design and Pricing:
Menu scraping provides detailed information on the popularity of specific dishes, customer preferences, and pricing strategies within the industry. Analyzing this data enables restaurant owners to optimize their own menus, highlighting popular items, adjusting prices to remain competitive, and identifying opportunities to introduce new dishes that resonate with customers.
IV. Streamlining Inventory Management:
Efficient inventory management is crucial for minimizing waste and maximizing profits. Restaurant menu scraping aids in tracking ingredient usage, identifying fast-moving items, and anticipating demand fluctuations. This data-driven approach enables businesses to optimize their supply chain, reduce inventory costs, and maintain a more accurate inventory turnover.
V. Personalizing Customer Experiences:
Understanding customer preferences is key to delivering personalized dining experiences. With menu scraping, restaurants can analyze customer choices, dietary preferences, and order histories. This information can be leveraged to create targeted marketing campaigns, loyalty programs, and customized promotions that resonate with individual customers, fostering customer loyalty and repeat business.
VI. Monitoring Market Trends:
The restaurant industry is dynamic, with trends evolving rapidly. Menu scraping allows businesses to monitor market trends in real-time. By staying abreast of changing consumer preferences, emerging food trends, and popular cuisines, restaurants can adapt their menus and marketing strategies to capitalize on the latest trends, ensuring they remain relevant and appealing to their target audience.
VII. Improving Operational Efficiency:
Beyond menu optimization, restaurant menu scraping contributes to overall operational efficiency. By automating the extraction of menu data, staff can focus on more value-added tasks, such as customer service and food preparation. This not only saves time but also reduces the risk of errors associated with manual data entry.
VIII. Legal and Ethical Considerations:
While the benefits of restaurant menu scraping are clear, it's crucial to address legal and ethical considerations. Ensure compliance with copyright laws, terms of service for websites, and data protection regulations. Obtaining explicit permission or using publicly available data is essential to avoid legal complications.
Conclusion:
In the digital age, harnessing the power of data is paramount for success in the restaurant industry. Restaurant menu scraping is a valuable tool that can revolutionize how businesses operate, from enhancing competitive intelligence to optimizing menus and improving customer experiences. By adopting ethical practices and leveraging data responsibly, restaurant owners can unlock the full potential of menu scraping and pave the way for sustained growth in an ever-evolving market.
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pyroselkie · 1 year ago
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i am BEGGING restaurants to stop putting cheese and garlic on LITERALLY EVERYTHING EVER
#LITERALLY TWO OF MY WORST FOODS AS AN AUTISTIC PERSON#sob sob#i'm going out for lunch with my family tomorrow#and we're going to this place that my sister suggested#and she's like ''oh yeah the food there is so good''#and the menu is. literally THE most unfriendly to my flavour of 'tism#one time my sister took me to a restaurant on a whim and i was happy to go because i trusted her#but i looked at the menu (after sitting down) and nearly had a panic attack#and no i can't ask for anything to get removed because whenever i do it's like a 50/50 for if it actually gets removed#and then i feel like an asshole asking for them to fix it#because i don't want them to think that i'm just an annoying picky eater#bc i've already asked once#for example this place does a chili but they put cheese on it (there is no menu variant without cheese)#but like previously mentioned cheese is no bueno para mi#like i can sometimes have it but only in very specific circumstances#and cheese on top of chili is NOT it#i love chili though#but if it arrives with cheese then i can't just scoop it off. it's already been Contaminated#one time i ordered fish and chips with garden peas and they gave me mushy peas instead and i can't eat that#so i sent it back and they came back a few seconds later with the majority of the mushy peas scraped off#but it still had the residue all over the fish and the chips#and i can't eat that!!!!!#and then because it was a pub and not a restaurant i had to stand awkwardly at the bar trying to get someone's attention#it was awful#anyway i should make a vent tag#shapes.vent
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vaguelymellowharmony · 1 month ago
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Realigning Food Delivery Market Moves with Precision Through Glovo Data Scraping
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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.
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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/.
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actowizsolutions0 · 3 months ago
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Unlock Business Insights with Search Engine Data Scraping Services
In today’s digital world, data is the key to business success. Whether you are monitoring market trends, analyzing competitors, or gathering insights, search engine data scraping services provide a powerful way to extract valuable information. From business listings to product details and customer sentiments, scraping search engine data can enhance decision-making and business strategies.
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Benefits of Search Engine Data Scraping Services
Market Research and Competitor AnalysisExtract data from search engines to gain insights into market trends, industry patterns, and competitor strategies.
SEO and Keyword AnalysisRetrieve search rankings, keyword suggestions, and search volume data to refine your SEO strategy and improve online visibility.
Lead Generation and Business ListingsGather contact details, business information, and customer reviews to enhance marketing and sales strategies.
Price Monitoring and E-commerce InsightsTrack product prices, customer reviews, and sales trends to stay competitive in the e-commerce market.
Industry-Specific Applications
Restaurant Industry: Extraction Restaurant Data
Businesses in the food industry can leverage extraction restaurant services to collect customer reviews, menu details, and competitor pricing. This information can help improve offerings and boost customer engagement.
Real Estate: Data Scraping Services for Property Insights
With real estate data scraping services, businesses can extract property listings, market trends, and agent details to stay ahead in the real estate industry.
Food Delivery and Menu Aggregators: Extract Menus
Restaurant aggregators and food delivery services can use extract menus solutions to collect accurate menu details, pricing, and offers from various restaurants.
E-commerce: Amazon Data Scraping for Competitive Analysis
E-commerce businesses can benefit from amazon data scraping services to track product pricing, customer reviews, and competitor strategies for better positioning in the marketplace.
Why Choose Actowiz Solutions?
Actowiz Solutions specializes in providing high-quality data scraping services tailored to various industries. Our expertise ensures accurate, real-time data extraction while maintaining compliance with industry regulations.
Leverage search engine data scraping services to gain actionable insights and drive business growth. Contact Actowiz Solutions today for customized data solutions!
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iwebscrapingblogs · 1 year ago
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Unveiling the Gastronomic Universe: Harnessing the Power of Restaurant Menu and Location Data Scraping
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In the digital age, data is the new currency, and in the culinary world, restaurant menus and locations are treasure troves of information waiting to be explored. With the rise of food delivery apps, online reviews, and culinary tourism, the demand for comprehensive restaurant data has never been higher. Fortunately, the solution lies in the art of web scraping – a technique that allows us to extract valuable data from websites efficiently. In this blog post, we delve into the world of restaurant menu and location data scraping, exploring its benefits, challenges, and applications.
Understanding Restaurant Data Scraping
Restaurant data scraping involves extracting structured data from restaurant websites, including menus, locations, contact information, and more. This process typically utilizes web scraping tools and techniques to navigate through web pages, locate relevant data, and extract it in a usable format.
Unveiling the Menu: Extracting Culinary Delights
One of the primary objectives of restaurant data scraping is to extract menu information. Menus are not just lists of dishes; they represent a culinary narrative, showcasing a restaurant's identity, specialties, and culinary creativity. By scraping menu data from restaurant websites, businesses can gain insights into popular dishes, pricing strategies, ingredient trends, and menu innovations.
Pinpointing Locations: Mapping Culinary Landscapes
Location data scraping focuses on extracting information about a restaurant's physical location, including addresses, contact details, opening hours, and geographical coordinates. This data is invaluable for mapping culinary landscapes, identifying food trends across different neighborhoods, and optimizing delivery routes for food delivery services.
The Benefits of Restaurant Data Scraping
Market Research: By analyzing menu data from various restaurants, businesses can identify emerging culinary trends, consumer preferences, and competitive landscapes. This information is invaluable for market research and strategic decision-making.
Personalized Recommendations: Restaurant data scraping enables personalized recommendations for users based on their culinary preferences, dietary restrictions, and location. This enhances the user experience and increases customer satisfaction.
Operational Efficiency: For food delivery services and restaurant aggregators, location data scraping streamlines operations by providing accurate information about restaurant locations, opening hours, and delivery zones. This optimizes delivery logistics and enhances service reliability.
Competitive Intelligence: By monitoring competitor menus and pricing strategies, businesses can gain valuable insights into market dynamics, identify gaps in their offerings, and refine their marketing strategies to stay ahead of the competition.
Challenges and Considerations
While restaurant data scraping offers numerous benefits, it also presents several challenges and considerations:
Website Structure: Restaurant websites vary in structure and design, making it challenging to develop universal scraping algorithms. Customized scraping scripts may be required for each website, increasing development time and complexity.
Data Accuracy: Ensuring the accuracy and reliability of scraped data is crucial, as inaccuracies can lead to misleading insights and operational inefficiencies. Regular data validation and verification processes are essential to maintain data quality.
Ethical and Legal Considerations: Scraping data from websites without permission may raise ethical and legal concerns, particularly regarding copyright infringement and data privacy. Businesses must ensure compliance with relevant regulations and obtain consent where necessary.
Conclusion
In the era of big data, restaurant data scraping emerges as a powerful tool for unlocking valuable insights from the culinary world. By harnessing the power of menu and location data scraping, businesses can gain a competitive edge, enhance customer experiences, and navigate the ever-evolving landscape of the food industry. However, it is essential to approach data scraping ethically, respecting website terms of service and privacy policies, to ensure a sustainable and responsible data ecosystem. As technology continues to evolve, the possibilities for restaurant data scraping are limitless, promising to revolutionize the way we explore, experience, and appreciate the culinary universe.
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trusweethrt · 4 months ago
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— ୨ৎ panties to the side
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summary: teasing rafe with the lingerie he gifted you so much during your valentines date, he snaps and bends you over the counter in a restaurant bathroom.
content warnings: not proofread. contains smut, mdni. rafe's (very canon) obsession with lace. unprotected p in v. dirty talk. public sex. implications of almost being caught at the end. lmk if i missed anyway <3
authors note: very excited about valentines day if you couldn't tell. a little pissed cause why is it so hard to find cute valentines pics?! ( •᷄‎ࡇ•᷅ ) anywaysss, enjoy!!
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it was all his fault—or at least that's how you viewed it. he had left you all alone for several weeks to go on some stupid trip to Morocco that he wouldn't give up the smallest detail about. and it's not like you could easily satisfy yourself either; rafe meant it when he said nothing and no one could compare to him. not to mention all of your toys that mysteriously went missing the day he left. so of course you'd be a little extra needy the day he came back.
rafe was trying to be patient with you—he really was. but you kept leaning over in that tight sexy low cut red dress, purposely putting your perfect tits on full display for him; and they way he'd catch you eye fucking him whenever you thought he wasn't looking made him want to rip that dress off of you in front of everyone.
the worst part is how infuriatingly coy you've been acting all night whenever he'd try to confront you; casually brushing it off as him being dirty minded.
“rafe.” you drawl, looking up from the menu and finding rafe starring at your exposed cleavage for what seemed like the thousandth time tonight. his tongue instinctively sticks out to lick his lips, eyes darting up to meet yours before he clears his throat, leaning back in his seat. he was already unashamedly hard under the table, not at all bothering to hide it. “yeah, sweetheart?”
“i need to go to the bathroom n touch up my makeup. tell the waiter i want the chicken marsala when they come over, ‘kay?” you murmured, already standing from your seat and grabbing your purse. “alright,” rafe hummed, calling after you “hurry back, yeah?”
“uh huh.” you nod curtly, trying to fight smirk on your face as you purposely let your tube of lip gloss slip from your bag. all so you could bend over and pick it up on your way to the bathroom, causing your tiny dress to ride up, exposing the swell of your ass to him, clad in the red lacy panties he had surprised you with this morning—the ones he specifically told you to save for tonight.
that's all it took for rafe to snap and confirm you knew exactly what you've been doing all night.
he shot up from his seat, the metal legs of the chair scraping against the marble floors as he hasted to the women's bathroom, swinging the door open, eliciting gasps from both you and the other two women at the sinks.
“you two get the hell out.” rafe grunted, already moving behind you to press his hand to the small of your back, bending you over the counter as the women hurriedly grab their things and leave the bathroom.
“can't fuckin take you anywhere, hm?” his hands travel down, lifting the bottom of your dress, bunching it around your waist. “mmh, just couldn't wait til later.” you respond softly, hooking your fingers into the waistband of your panties to pull them down, only to have rafe grip your wrists and place your hands onto the counter in front of you. “nah, keep em on. bought them for a reason, yeah?”
the rattle of his belt being undone fills the bathroom, the sound of his zipper unfastening following soon after. he slides his pants along with his boxers down in one swift movement, letting them fall to his ankles, revealing his hard and throbbing cock; the tip flushed with beads of precum dripping down the shaft.
he pulls his tongue between his teeth as he uses one hand to hook his fingers in the gusset of your panties to push them aside, the material of the lace rubbing against your sensitive bud, making a soft whimper leave your mouth. “ah, yeah—fuck—look at that. all fuckin wet just by me sitting there. tsk tsk, you've gotten nastier since i've been gone, yeah?” he groans, eyes fixed on the way your juices are saturating your panties. “damn, baby...i love these panties on you..so pretty. gonna order you ten more when we get home, alright?” you could tell how true that statement was by the way his fingers ran over the lace, admiring the delicate pattern against your skin with an intense stare.
rafe ran his tongue over his bottom lip, rubbing his flushed tip through your puffy drenched folds before easily sliding into your drooling cunt. “o-oh my gosh” you mewl, hands gripping the counter as his cock slides in and out of you in quick, deep strokes; your gummy walls clenching around him every time he brushes against your cervix. “fuuck.” rafe groaned, jaw going slack as he grabbed onto the fabric of your panties, pulling you back into him to meet his thrust “grippin me so fuckin good.”
“bet this is all you were think’n about, huh? you knew what you were doing all night, baby. you just needed this cock, hm?” rafe murmured, watching you through the mirror—the way your glossed lips parted, brows furrowed in pleasure, eyes fluttering whenever his angle would change ever so slightly.
“mmhm.” you reply in a whine, your grip on the counter tightening as you bite down on your already swollen lips, trying to keep your moans and whimpers from being heard by anyone behind the door. “shit, that all you can say? got’cha all speechless already.” a strangled moan leaves you in response, your mind becoming cloudy and overwhelmed as his thumb presses to your swollen clit, rubbing tight circles on the throbbing bud.
“r-rafe...” you whimper as your legs start trembling and your eyes squeeze shut. rafe groans softly, feeling you start to clench around him. “mmh i know, i know,” he murmured, the speed of both his hips and thumb increasing. “you gonna cum, yeah? go on, baby...lemme have it.”
your eyes roll back as the coil in your stomach finally snaps and you have to bite onto your lip harshly to keep yourself from screaming as your orgasm washes over you. rafe continues his thrusts as your cunt flutters around him, your body slumping over the counter as he helps you ride out your climax.
the way you squeezed around him pushed rafe over the edge, jaw going slack as his cock twitches inside of you, thick, hot ropes of cum painting your walls. “fuuck.” he moans as his eyes flutter shut briefly before they open again, watching you through the mirror. leisurely, his movements fade until he eventually comes to a halt, his breathing ragged.
leaning forward, rafe plants a few kisses on your trembling body, opening his mouth to speak before he's interrupted by a sharp knock on the door.
shit.
taglist 🪽: : @bunbun-3 @drewscoquette @untitled10351 @rafesweetie @meetmebehindthemallrafe @supercutelovergirl @plaidcowboy @missquantic @rafesdiorperfume @minitarayummy @this-one-weeb @akobx @mystianqel @lacebambidoll @dolletebun @milamilkie @ch6rm
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softwareerp · 2 years ago
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Restaurant software is the best restaurant management system with a website and mobile application. You need a business plan and restaurant management system to accelerate your restaurant business. We have created a cost-effective software for you so that your restaurant billing software or restaurant POS software work together.
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mobiledatascrape · 2 years ago
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Food Delivery App Scraping Services | Extract Restaurant Menu Data
Elevate your food business with our Food Delivery App Scraping Services. We can extract restaurant menu data from the USA, UK, UAE, Canada, China, India, and Spain.
know more: https://www.mobileappscraping.com/food-delivery-app-scraping-services.php
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actowiz1 · 2 years ago
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Ultimate Guide to Restaurant Menu Scraper: How to Scrape Restaurant Data
Master the art of restaurant data extraction with our Ultimate Guide to Restaurant Menu Scraper. Learn how to effectively scrape valuable information and revolutionize your understanding of the dining industry.
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iwebdatascrape · 2 years ago
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How to Scrape Restaurant Data from Zomato
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In the digital age, data is a valuable asset, especially when it comes to businesses such as restaurants and pubs. However, understanding the significance of data for marketing, research, and analysis, many companies are eager to build comprehensive databases that encompass essential details about various establishments. One popular source for this information is Zomato, a prominent online platform that provides users with many information about restaurants, pubs, and other eateries. In this article, we will explore how to scrape restaurant data from Zomato to create a database of these establishments in India's eight major metro cities.
About Web Scraping
Web scraping is an automated process of gathering data from websites. It entails developing code that systematically navigates through web pages, locates pertinent information, and organizes it into a structured format, such as a CSV or Excel file. Nevertheless, it is of utmost importance to acquaint ourselves with the terms of service of the target website before commencing web scraping. This precautionary step ensures that the web scraping restaurants data procedure adheres to all rules and policies, preventing potential violations.
About Zomato
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Zomato is a leading online platform that provides a comprehensive guide for users seeking information about restaurants, cafes, bars, and other eateries. It offers a wide range of details that can assist users in making informed decisions when dining out or ordering food. The platform goes beyond merely providing basic restaurant listings and delves into more intricate aspects that enrich the dining experience. One of the primary features of Zomato is its extensive database of restaurants, which spans various cities and countries. Users can access this information to explore their diverse culinary options. Each restaurant listing typically includes essential data, such as the establishment's name, location, cuisine type, and opening hours. Scrape Zomato food delivery data to gain insights into customer ordering behavior.
List of Data Fields
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Restaurant Name
Address
City
State
Pin Code
Phone Numbers
Email
Web Scraping Using Python and BeautifulSoup
We have chosen Python, a highly versatile and popular programming language, for our web scraping restaurant data from Zomato project. To extract the required data from Zomato's web pages, we will leverage the power of the "Beautiful Soup" library. This Python library is specifically designed to parse HTML content efficiently, enabling us to extract relevant information seamlessly. With the combined strength of Python and Beautiful Soup, we can efficiently and precisely automate gathering the necessary data from Zomato's website.
Step-by-Step Guide to Scraping Restaurant Data from Zomato
1. Import Necessary Libraries:
When you Scrape Restaurants & Bars Data, make sure you have the required Python libraries installed. Install "requests" and "Beautiful Soup" libraries if not already in your Python environment.
2. Identify Target URLs:
Determine the URLs of Zomato's web pages containing the restaurant data for each of India's eight major metro cities. These URLs will serve as the starting points for our web scraping.
3. Send HTTP Requests:
Use the "requests" library to send HTTP requests to each identified URL. It will fetch the HTML content of the web pages, allowing us to extract relevant data.
4. Parse HTML Content:
Utilize "Beautiful Soup" to parse the HTML content retrieved from the web pages. The library will help us navigate the HTML structure and locate specific elements that contain the desired information, such as restaurant names, addresses, contact details, etc.
5. Extract Data and Store:
Once we have successfully located the relevant elements in the HTML, extract the required data seeking help from Food Delivery And Menu Data Scraping Services. Gather details such as restaurant names, addresses, city, state, PIN codes, phone numbers, and email addresses. Store this information in a structured format, such as a CSV file, database.
6. Data Cleaning and Validation:
After extracting the data, performing data cleaning and validation is crucial. This step involves checking for duplicate entries, handling missing or erroneous data, and ensuring data consistency. Cleaning and validating the data will result in a more accurate and reliable database.
7. Ensure Ethical Web Scraping:
It is essential to adhere to ethical practices throughout the web scraping process. Respect the terms of service of Zomato and any other website you scrape. Avoid overloading the servers with excessive requests, as this could cause disruptions to the website's regular operation.
8. Update the Database Regularly:
To keep the database current and relevant, consider setting up periodic updates. Restaurant information, such as contact details and operating hours, can change over time. Regularly scraping and updating the database will ensure users can access the most up-to-date information.
Important Considerations:
Respect Robots.txt: Before scraping any website, including Zomato, check the "robots.txt" file hosted on the site to see if it allows web scraping and if there are any specific rules or restrictions you need to follow.
Rate Limiting: Implement rate limiting to avoid overloading the Zomato server with too many requests in a short period.
Update Frequency: Regularly update your database to ensure the information remains relevant and up-to-date.
Conclusion: Building a database of restaurants and pubs in India's major metro cities from Zomato using Zomato scraper is an exciting project that requires web scraping skills and a good understanding of data management. By following ethical practices and respecting website policies, you can create a valuable resource that is helpful for marketing research, analytics, and business growth in the hospitality sector. Remember to keep the data accurate and updated to maximize its utility. Happy scraping!
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foodspark-scraper · 2 years ago
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Kroger Grocery Data Scraping | Kroger Grocery Data Extraction
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Shopping Kroger grocery online has become very common these days. At Foodspark, we scrape Kroger grocery apps data online with our Kroger grocery data scraping API as well as also convert data to appropriate informational patterns and statistics.
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fooddatascrape1 · 2 years ago
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Read this blog to know why to scrape restaurant & grocery food allergy data to collect information regarding restaurants, food, menus, type of allergy encountered, etc.
Know more : https://medium.com/@fooddatascrape/how-to-scrape-restaurant-grocery-food-allergy-data-to-get-updates-on-food-allergens-112d364a7a85
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fictionismyreality3 · 7 months ago
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Not Going Anywhere
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Warnings: romance and every that comes with it, SMUT SMUTTY SMUT, daddy kink
Notes: you know who you are babes 💕💖
Your initial meeting with John Price had been embarrasing. A broken heel and a sewer grate in front of a military base didn't exactly make the best combination. But he had been a gentleman.
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The offending shoe had been rescued and you left with a number and a new contact in your phone, one that he'd insisted on creating himself. One date turned to two, and soon you found yourself moving in with him months later. Domestic bliss was a good way to put it.
Still, even after 8 months, there was a lingering voice in the back of your head. Bitter, cruel, it spoke to you in whispers as you laid in bed, watching John’s sleeping face. It churned in the back of your mind, stirring that old, sour feeling you'd tried to contain in the corner of your brain. No matter how many times John consoled you, murmuring praises in your ear, worshipping your soft heart and soft body, the scab on your old insecurities remained.
And you couldn't help but pick at it.
Call it self-sabotage, but you curled in on yourself anytime you saw what you thought was a better, prettier version of you. Despite the glares John would send to the bubbly young waitresses who batted their eyes at him, you couldn't help but wonder why his arm was around you. Why did he stay with you?
He saw the doubt in your eyes, but he loved you. And he would prove it over and over again.
“Luv, I tell you every time. Get whatever y’want.”
Staring down at the menu, your eyes darted from the salad to the bacon slathered burger you wanted to order. The perky waitress stared down at you, an impatient grin plastered on her face. She twirled her hair, eying John while she kept tap, tap, tapping her stupid pen on her note pad.
"I'd like a-"
"We have really great salads, you know."
Fucking bitch.
"No, I think I'll take the-" The blonde ignored you as you opened your mouth, chattering on. "Just cause, you know.. you look like you could use it." She smiled.
John's gaze flickered up at that, a glower on his face. Suddenly, the menu was no longer very interesting.
"She'll have the fuckin' burger." The waitress paled, his harsh tone standing out in the air of the fancy restaurant.
"You'd know tha' if you actually let her fuckin' speak."
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John saw it in the way that you carried yourself. The tight-lipped smile that you so often wore, expecting to fade into the shadows, unseen and unobserved. So he made sure to keep you in his sights at all times.
He was used to having eyes on him, year after year being the one people looked up to, the person people sought out if there was a problem. He was used to being seen. And he was comfortable with it, more comfortable than you could ever be. John saw the way you shrank yourself, wanting to rip his hair out any time somebody made you feel smaller. You were something made to be worshipped. People would be singing praises and scraping their knees in reverence if he had any say.
But you'd kill him if he put you in the spotlight.
The jangling of the doorknob had his head snapping up. Almost dropping the dishtowel he was holding into the frying pan, he scrambled over to the door.
His cock stirred in his pants at the sight of you. Messy hair, messy eyes, messy face. Your water bottle, keys, wallet, and scrunchie all held precariously in one had. God, he could forget the whole dinner and just take you then and there in the hallway of your apartment building. It certainly wouldn't be the first time he'd tried. Huffing out a breath, the thought was shaken from his head. Later.
Later.
"John?" The cute, bashful grin he was sporting let you know he was up to no good. "What's going on?"
Purse taken and set aside, your coat followed suit as his large hands guided you by the hips into the living room. Flickering candlelight painted the walls, a spread straight out of a Martha Stewart catalogue decorated the table.
"Thought I'd give you a little suprise, luv."
John held his breath. Was it too much? Should he have gotten a strawberry cake instead of chocolate? Did you still like red wine? Maybe it was too much. He could put it all away and just set up a movie. He could-
"You did all this for me?"
"I.. yeah, luvie." Your voice cracking had his heart squeezing in alarm, but the curl of your lip made him feel a little better about putting a foot wrong. "Is.. s'that okay?" Tentative. Unsure of himself for the first time in his life. He would let you take the lead, decide how much of yourself you wanted to bare to him.
"It's perfect, John." Cracked hearts sewn together. "It's perfect."
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Oh fuck, oh fuck, oh fuck, oh fuck-
"Tha's it." John crooned. "Cum f'me one more time, birdie."
He'd said just one more two orgasms ago. Tumbling into bed had been a very good, and bad idea. Now he was splitting you open with his fingers, scissoring them inside of you with an expert touch. The sheets had long been soaked with your sweetness, the sight of you breathless and drooling permanently ingrained in John's brain.
Curling his thick fingers to hit that delicious spot that had you squealing, John revelled in the sounds you were making, groaning out his own pleasure as he watched you fall apart all over again.
You couldn't think, couldn't breathe. Vaguely, in some all too cognizant part of your mind, you recall begging John to let you take care of him. The plea had been shot down so fast you wondered if you'd gotten a syllable out before he was nose deep in your pussy, eating you out like his very life depended on it. That seemed like forever ago.
"Where y'goin, hmm, sweet girl?" You blinked up at John, trying to focus through the searing pleasure. "You still with me?"
"Yeah."
Taking that as confirmation enough, Price wrapped his hands around the softness of your thighs, lifting them up and pressing them back so your knees were beside your ears. His eyes softened, one of his hands coming to cup your cheek, his thumb stroking just under the curls of your eyelashes.
"Gonna make y'feel good now, okay, little one?"
Slowly, torturously, John split you open with his cock. Inch by inch, he bullied his way in, your walls clenching and fluttering around him like you were made to take his girth. Hushing your hissed whimpers, his lips left a lingering kiss to your forehead. And then he was pitching foreward without warning.
"J-John-"
All of him, right to the back of you so you could feel him in your throat. His eyes were glued to where your already cutely plush stomach rounded from the size of him. Pupils blown out, he reached down to touched where your tummy bulged with each thrust. Rushing into his head like a runaway train, the thought of making you plump and round with his baby had his hips stuttering.
'No, not John, sweetie." Heavy balls slapped your skin, John leaning foreward you nip at your neck. "Y'know my name."
Fuck, fuck, fuck, fuck, fuck, fuck-
"Daddy, p-please."
"Gonna make you a mama, huh?" A rough finger circled your clit.
"Gonna fill you up nice an' round with my kids." His head was spinnning.
"Fuckin' breed you-" John's cock twitched inside of you, his jaw hanging open as he panted in your ear.
"Cum in me." You squealed. "Cum in me, daddy! Please-"
Snap.
Growling out a curse, John's cock slammed into you with a pace so brutal, so deep you thought you might just pass out. His hands pushed your thighs down further, streching you, molding you into the perfect position to take his cum.
"Cum on this cock, baby." The blooming heat in your cunt grew to an inferno. "Cum 'round daddy's cock."
His hand tangled in your hair as you pulsed around him, screaming and twitching as he worked you through the most mind-melting orgasm of your life. Toes curling, your eyes rolled back and you squirted all over his abs, wetness coating him like a permanent brand. The tip of his cock kissed your cervix, cum pumping into your pretty pussy.
Breathless as he pulled you to his chest, he knew he would do anything to keep you like this. Safe. Sure. There would never be a day where you were worrying about being secure in your life, in yourself, not if he could make sure of it.
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pomegranatelifethis · 23 days ago
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@chaoticducky I was inspired by your comment
Privately
The Wayne Manor stood as a monolith against the bruised Gotham sky, its spires clawing at the dusk like the jagged teeth of some ancient beast. Within its labyrinthine halls, history whispered in every creak of the floorboards, every flicker of the chandeliers—a symphony of the Wayne family’s polished legacy and the darker, unspoken truths of the Batman. Tonight, though, the manor thrummed with a rare and delicate promise: an evening of peace. You, the heart and soul of this chaotic household, had orchestrated it with the precision of a maestro. A dinner. Just you and Bruce. No capes, no cowls, no crises. Two months of meticulous planning, a menu that could rival Gotham’s finest restaurants, and a dress you’d kept hidden in the back of your closet for an occasion exactly like this.
The dining room was a vision of elegance, bathed in the golden glow of a dozen candles that cast dancing shadows across the mahogany table. Crystal glasses sparkled, silverware gleamed, and the faint aroma of rosemary and roasted lamb wafted from the kitchen, where Alfred had reluctantly left the final touches to you. You smoothed the silk of your emerald-green dress, the fabric clinging to your curves in a way that still made Bruce’s breath catch after all these years. The clock on the mantel ticked past seven, and your fingers drummed an impatient rhythm against the table. He was late. Not by much, but enough to stir the familiar knot of unease in your chest. The kids—Dick, Jason, Tim, Damian, and Cass—were mercifully absent, either patrolling the city or holed up in their rooms with strict instructions to leave you alone. Even Alfred had been persuaded to take a rare night off, though you suspected he was secretly reorganizing the wine cellar.
You poured yourself a glass of Bordeaux, the deep red catching the candlelight like liquid rubies. The manor was too quiet, and in Gotham, silence was rarely a good omen. As if summoned by your thoughts, the sound of heavy footsteps echoed from the hallway, accompanied by the unmistakable clink of kevlar and the faint rustle of tactical fabric. Your heart sank, the wineglass freezing halfway to your lips. No. Not tonight.
“Bruce?” you called, your voice sharp with warning as you set the glass down with a deliberate clink.
He appeared in the doorway, a towering figure still half-clad in his Batman gear. The chest plate gleamed like obsidian under the candlelight, the bat emblem stark against the darkness. His cowl was off, revealing a mop of dark hair damp with sweat and those piercing blue eyes that could unravel you with a single glance. But tonight, they were wild, darting around the room with the intensity of a man on a mission. His jaw was set, his movements purposeful as he strode toward the study.
“Going to get the cowl,” he said, his voice low and clipped, already halfway across the room. “It’s missing, honey.”
You stood so fast the chair scraped against the hardwood, the sound grating in the quiet. “What?”
Bruce didn’t slow, tossing words over his shoulder as he disappeared around the corner. “Where’s my supersuit?”
Your jaw dropped, and you kicked off your heels, the emerald dress swishing as you stormed after him. “What??”
He was in the study now, his broad shoulders filling the doorway as he reached for the hidden panel that concealed the entrance to the Batcave. His voice rose, laced with that gravelly Batman edge that could make even the Joker hesitate. “Where—is—my—supersuit?”
You planted yourself in the doorway, hands on your hips, the silk of your dress catching the dim light from the study’s chandelier. This was not happening. Not after you’d wrangled the entire Batfamily into submission, bribed Damian with a new katana sharpener, and convinced Jason to stay out of trouble for one measly night. “I, uh… put it away!” you said, your voice steady despite the fire building in your chest.
Bruce froze, his hand hovering over the panel. He turned slowly, his brow furrowing as if you’d just confessed to hiding the Batmobile in the garage. “Where?”
“Why do you need to know?” you shot back, crossing your arms. The candlelit dinner, the wine, the dress—all of it was slipping away like sand through your fingers, and you could feel your patience fraying like an old rope.
“I need it!” Bruce’s voice was pure Batman now, all commanding intensity, as if the fate of the universe hung in the balance. His eyes locked onto yours, and for a moment, you were reminded of the man who could face down gods and monsters without flinching.
You stepped forward, undeterred, your gaze narrowing to match his. “Uh-huh. Don’t you dare think about running off to do some daring-do, Bruce Wayne! We’ve been planning this dinner for two months!”
He threw his hands up, exasperation cracking through his stoic facade like a fissure in a glacier. “The public is in danger!”
“My evening is in danger!” you countered, your voice rising to a pitch that could rival Oracle’s comms. You could feel the heat in your cheeks, the kind that came from loving this man with every fiber of your being while simultaneously wanting to throttle him.
Bruce took a step closer, his jaw tight, his eyes blazing with that infuriating mix of determination and righteousness. “You tell me where my suit is, woman! We’re talking about the greater good!”
You laughed, sharp and incredulous, throwing your hands in the air. “Greater good? Greater good? Bruce, I am your wife! I am the greatest good you’re ever gonna get!”
The room fell silent, the tension crackling like a live wire strung between you. Bruce stared at you, his expression caught somewhere between shock and something dangerously close to amusement. You held your ground, chest heaving, your emerald dress shimmering in the low light as you glared at him. For a moment, neither of you moved, the air thick with the weight of your words. Then, slowly, the corner of his mouth twitched. It wasn’t a full smile—Bruce Wayne didn’t do full smiles—but it was enough to make your heart stutter.
“You hid my cowl,” he said, more a statement than a question, his voice softening just enough to let you know he was trying to de-escalate.
You didn’t back down, though your tone lost some of its fire. “Damn right I did. You think I’m going to let you ruin our first date night in forever because some goon in a clown mask decided to rob a bank?”
Bruce rubbed a hand over his face, the exhaustion of his double life etched into the lines around his eyes. “It’s not a bank. It’s… complicated. Scarecrow’s got a new toxin, and the GCPD—”
“Scarecrow can wait,” you interrupted, stepping closer until you were within arm’s reach. Your voice softened, but the steel remained. “Bruce, I know what you do is important. I know Gotham needs you. But I need you too. We need you. The kids, me, this family—we’re not just background noise to your mission. Just one night. Can’t the city survive without Batman for a few hours?”
He looked at you, really looked at you, and you could see the war waging behind his eyes. The Batman, relentless and unyielding, versus Bruce Wayne, the man who had vowed to love you through every storm. You reached out, resting a hand on his chest, feeling the cold kevlar under your palm and the steady beat of his heart beneath it. “Please,” you whispered, your voice barely audible. “Stay.”
For a long moment, he didn’t move. His hand hovered over the panel, his body taut with indecision. Then, slowly, he let his arm drop, his shoulders sagging as if the weight of Gotham had settled there. He covered your hand with his, his touch warm despite the armor, and his thumb brushed against your knuckles. “You’re impossible,” he murmured, but there was no heat in it, only affection.
“Says the man who dresses like a bat,” you quipped, a small smile tugging at your lips.
He exhaled, a sound that was half-laugh, half-sigh, and you knew you’d won. “Fine,” he said, stepping back but keeping your hand in his. “One night. But you’re telling me where you hid the cowl.”
You grinned, triumphant, and tugged him toward the dining room. “Not a chance. You’ll find it when I’m good and ready to give it back.”
Bruce shook his head, but he was smiling now, a real smile that softened the hard edges of his face and made your heart ache with how much you loved him. He followed you, his hand still clasped in yours, and for a moment, the manor felt alive—not with the chaos of the Batfamily or the shadows of Batman’s mission, but with the quiet, unshakable strength of the life you’d built together.
༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎
The dining room welcomed you back with its warm glow, the candles burning lower now but still casting a soft, intimate light. You guided Bruce to his seat, ignoring the faint creak of his kevlar as he sat down. He looked out of place, a warrior in armor at a table set for romance, but the sight only made you love him more. You poured him a glass of wine, sliding it across the table with a playful smirk.
“Drink,” you said. “You look like you need it.”
He raised an eyebrow but took the glass, his fingers brushing yours in a way that sent a shiver down your spine. “You’re enjoying this, aren’t you?”
“Immensely,” you replied, settling into your own chair. “It’s not every day I get to hold the Batman hostage.”
He chuckled, the sound low and warm, and took a sip of the wine. “You’re the only one who could.”
You leaned forward, resting your chin on your hand, your eyes locked on his. “Flattery will get you nowhere, Mr. Wayne. You’re still not getting that cowl back until I say so.”
He leaned back, his gaze never leaving yours, and for a moment, you saw the man you’d fallen in love with—the one who could charm a room full of Gotham’s elite or face down a rogue’s gallery without breaking a sweat. “You know,” he said, his voice dropping to that low, dangerous timbre that always made your pulse race, “I could find it. I’m very good at finding things.”
You raised an eyebrow, unfazed. “And I’m very good at hiding things. Try me.”
His lips twitched again, and you couldn’t help but laugh. The tension from earlier had melted away, replaced by the easy banter that had always been the foundation of your relationship. You served the food, the plates steaming with herb-crusted lamb and roasted vegetables, and for a while, you both ate in comfortable silence, the only sounds the clink of cutlery and the faint crackle of the candles.
But Gotham was never far away, and you could see the way Bruce’s eyes occasionally darted toward the window, as if expecting a signal to light up the sky. You reached across the table, taking his hand. “Hey,” you said softly. “You’re here. With me. Let the city handle itself for a few hours.”
He squeezed your hand, his expression softening. “I’m trying. It’s… hard to turn it off.”
“I know,” you said, your thumb tracing circles over his knuckles. “But you don’t have to carry it all alone. You have me. You have the kids. You have Alfred, though I’m pretty sure he’s secretly running the whole operation.”
Bruce laughed, a real, unguarded laugh that made your heart soar. “You’re probably right about that.”
You grinned, leaning back in your chair. “Of course I am. I’m always right.”
He shook his head, but the warmth in his eyes told you everything you needed to know. This was why you fought so hard for these moments—because beneath the cowl, beneath the weight of Gotham, was the man who loved you fiercely, who would move mountains for you and the family you’d built together.
As the meal drew to a close, you stood, rounding the table to stand beside him. He looked up at you, his eyes tracing the lines of your dress, and for a moment, you felt like the only person in the world. You leaned down, brushing a kiss against his lips, soft and lingering. “Thank you,” you whispered. “For staying.”
He cupped your face, his thumb brushing against your cheek. “Thank you,” he said, his voice rough with emotion. “For reminding me what matters.”
You smiled, pulling him to his feet. “Come on. Let’s dance.”
He raised an eyebrow, glancing around the empty dining room. “There’s no music.”
You shrugged, wrapping your arms around his neck. “We don’t need it.”
And so, in the flickering candlelight, you swayed together, his armor pressing against your silk dress, his hands warm on your waist. The manor was quiet, the city beyond its walls a distant hum. Somewhere, hidden in the depths of Wayne Manor, the cowl remained safely tucked away. For tonight, at least, Batman could wait.
༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎༎
Later that night, as you lay in bed, Bruce’s arm draped over your waist, you felt the manor settle around you like a living thing, its secrets safe for another day. The kids would be back soon, bringing their chaos and their laughter, and Gotham would call again, as it always did. But for now, you had this—the warmth of his body against yours, the steady rhythm of his breathing, the knowledge that you were his anchor, his greatest good.
And somewhere, in a locked drawer in the guest room, the cowl waited. You smiled to yourself, already planning where you’d hide it next time.
Tag
@itsberrydreemurstuff @Welpthisisboring @lilyalone @itsberrydreemurstuff
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iwebscrapingblogs · 1 year ago
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iWeb Scraping provides the Best Restaurant Menu and Locations Data Scraping Services in USA, UAE, Australia and UK to scrape and extract Website for Restaurant Menus, Locations data.
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lostbookmark · 4 months ago
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MDNI 🔞
Main Masterlist here
Finding Masterlist here
Summary: After a failed engagement, you move back home and reconnect with your friends. Maybe, just maybe you can find love with someone you never expected.
Pairing: Yoongi x F. Reader
Warnings: Explicit Sex, Swearing, Cheating (Not Yoongi), Fighting, Protected/Unprotected Sex, Toxic Past Relationship,
Genre: Enemies(?) to Lovers, Neighbors to Lovers, Small Town romance. Hurt-Comfort, Slight Angst, Romance
A/N: We made it to the end! I just want to thank everyone who took the time to read, comment, reblog, and sent me messages. I appreciate every single one of you! I hope I'll see some familiar usernames next week when I start to post The Game of Healing!
Also, HAPPY BIRTHDAY TO OUR MAN!!!
One year later…..
You've been busy. After much debate and vetoing Jin's suggestions of business names, which all consisted of his name in the title. The seven men finally settled on Crust & Crumbs, a Tannie Farms restaurant and bakery or…..just Crust & Crumbs. It came together a lot quicker than everyone thought. You ended up doing double duty teaching during the day and baking late into the night. You even went in way too early to help prep for the day for your assistant Joshua to take over during school hours. You were absolutely worn out during that time. Yoongi had begged and begged you to quit teaching, but you were too stubborn for your own good, and you refused, thinking that you for sure could handle doing both jobs. Until one night, you and Joshua were working late on a big order of bread. You had passed out. The stress and the exhaustion finally caught up to you. You made Joshua promise that he wouldn't tell Yoongi, and he didn't. He told Jungkook, who in turn told Tae, who told Jimin, who told Joon, who told Jin, who told Hobi and Hobi, ratted you out. They were worse than the old ladies in town.
Yoongi was furious when he found out. When he confronted you, you tried to lie to him, which didn't end well. The two of you just ended up yelling at one another until you finally broke down in tears, admitting that you were tired. That night, he held you as you cried yourself to sleep on his chest. After a serious talk with both Yoongi and Joon, you officially left your teaching position with less than a month left of school. You would be lying if you said you didn't miss your kiddos, but you were happy to be moving on. It was just another new chapter in your life that you were building, and that was a good thing.
In addition to your breads, jams, and cakes that you were ‘known’ for, you have expanded your menu thanks to your grandmother's recipes. Cinnamon rolls, donuts, and now, most recently, pretzels have been added to your menu. Your orders were never ending with baking for the restaurant, grocery stores, and local orders for customers. You stayed busy. Joshua was amazing as an assistant, knowing exactly what he needed to do before you had to tell him. Kook jumped in regularly to help out, and surprisingly, so did Yoongi, but that wasn't a regular thing. Yoongi has since hired an additional bakery assistant Felix, but he was still quite new and learning. However, you couldn't complain. Everything was coming together nicely.
“Last batch,” Joshua says, scraping dough from a large metal mixing bowl onto the metal counter in front of you.
“Good,” you sigh in relief. “Maybe we can get out of here early tonight. Jin just closed and is all set for tomorrow.”
“Sure,” he tells you in a rather unconvincing way.
“It could happen,” you say, as you start kneading the dough.
“Oh, darling dear,” Jin says, walking into the back of the bakery. “We need to leave.”
“What?” You ask. “I'm kind of up to my elbows in dough right now.”
“Yoongi had a small…..accident,” Jin explains, and you swear your heart stops. “He's in the emergency room.”
“Go,” Joshua says, “I'll call Felix. He can help me, and I'll show him how to close up.”
With a quick thank you, you run to your office, grabbing your bag and jacket before you follow Jin out to the parking lot. Jumping in your car, you race to the hospital. You shake your head thinking about all the things that could have gone wrong for him to end up there. Did you get run over by a tractor? Cut a finger off? Oh dear god, what happened?
Jin has his hand in yours as you both scurry down the hallway quickly to Yoongi's Room. Entering, you see everyone else minus Kook there. They look between you and Yooongi as they take a step back for you to enter the room fully.
“I told you not to call her,” Yoongi grumbles, lying halfway up in his hospital bed, holding his shoulder on his arm that is currently in a sling.
“I didn't,” Hobi said, shaking his head. “I called Jin.”
“Um, I think she would notice that something was wrong,” Jimin said, rolling his eyes.
“What happened?” You ask, sitting next to him on the white sheets.
“Nothing serious,” Yoongi says, giving you a quick glance before looking at anything else. “Don't worry about me.”
“He fell,” Tae said, speaking up. “He was up on a ladder trying to grab something, and he fell after a rung on the ladder broke.”
“Tae,” Yoongi says warningly. “I'm fine. It doesn't even hurt. It's just a small bruise.”
“Then why did you swear so loudly after you landed?” Hobi asked, earning himself a glare from your blonde boyfriend.
“His shoulder is dislocated,” Joon says, giving you the information that you needed. “Doctor popped back in. He said it shouldn't require surgery, but he's going to need physical therapy.”
“This is ridiculous. I'm fine,” Yoongi snaps. “Everyone is making a big deal out of nothing. I didn’t even want to come here. I don't need physical therapy.”
You place your hand on his leg, gently rubbing your thumb back and forth, making Yoongi pull away from you a little. If you were stubborn, he was obstinate. You don't take it to heart. You know he is hating all the attention on him. It was then that Kook entered the room with an ice cream sandwich. Looking at him, you notice a few of his fingers were a splint.
“Kook, what happened?” You ask, getting off the bed, approaching him to get a closer look at his fingers.
“I tried catching Yoongi,” he tells you, looking at his hand. “Broke two fingers.”
“You should have seen him try to Superman dive to get to him,” Jimin said with a laugh. “Yoongi landed on him.”
“I got there too early,” Kook said with a shrug and a bite of his ice cream sandwich.
You pat Kooks back, and look back at your boyfriend who looked like he wanted to be anywhere but here at the moment. He refuses to look at you. Instead, he stares at some poster on the wall about hand washing and how to properly do it. You won't let him off the hook about this. You're upset that he did not want them calling you, and you won't let him downplay his pain. If you have to be open about your struggles, then so does he, but that conversation will wait for later. Now, you just want to focus on getting him back to his place and getting him comfortable. You just have to get out of this damn hospital first.
“Why does our road have to be so fucking bumpy?” Yoongi groans, as Jin and Hobi help him get into bed.
You watch as he slowly climbs on the bed, with Jin trying to support most of his weight without falling over himself. Yoongi finally lies back against his pillows with a sigh and closes his eyes. You crawl up next to him with a pain pill from the bottle that you stopped at the hospital pharmacy for and some water for him to take. The rest of your friends stood around the room carrying on like normal. Jin and Hobi were fussing over Yoongi, trying to fix his pillows as he tried to swat them away with his good arm. Tae, Jimin, and Kook were messing around and almost knocked over a lamp, causing Joon to hurd them away from anything breakable while trying not to break something himself.
“Can everyone leave? Thank you for everything, but please….please just go,” Yoongi asks loudly, and you don't blame him. He just wanted to relax. You both know that your friends can be….too much sometimes. Everyone turns toward the door, and you attempt to get off the bed to follow them after placing his water and pill down. “Not you.” He says, tugging on your jacket, not allowing you to leave. You have to catch yourself from falling backward onto the bed.
“Sorry,” Jin said, speaking for everyone. “I'll call Y/N tomorrow and check in. Get some rest.” As he ushered everyone out the door with a small wave, Yoongi gave a deep sigh and looked at you.
“You scared me,” you tell him, handing him a pill and water once more. “You don't even want to know what I thought when Jin said you were in the emergency room. This was way worse than my little exhaustion spell.”
“Sorry,” he said, taking the pill and then drinking the water. He shifts on the bed, trying to get comfortable, but he grabs his shoulder, hissing in pain. “This fucking hurts! Stupid old ass ladder. I should have replaced it a long time ago.”
“What do you need me to do?” You ask, taking his water from him and placing it on the nightstand. “Do you want me to get your jeans off? Get you comfortable.”
“I'm not in the mood,” he said pathetically.
“Ha, ha,” you say sarcastically, but he nods his head yes. Helping him take his pants off, you throw them in his dirty clothes basket across the room. “Anything else?”
“Sponge bath,” he jokes.
“Maybe tomorrow,” you joke back, and he gives his fist a little pump of victory.
Laying there, he purses his lips. Leaning over him, you quickly peck his lips, but he whines when you pull away from him. Smiling, you lie down next to him, smoothing his hair off his face. Yoongi slips his hand into yours and looks down at your interlocked fingers with a confused look.
“What's all over you?” He asks.
“Oh, dough,” you say, looking down at yourself. You had hard pieces of dried dough on your hands, flour all over your pants. You looked pretty messy after needing to literally run out of the bakery earlier. “Joshua and Felix are going to finish up tonight. I should go back to my place and shower.”
“You know if you just….moved in here….you wouldn't have to leave all the time,” Yoongi tells you.
“Do you know what you are saying? Has the pill kicked in?” You say laughing a bit awkwardly.
“I know what I'm saying,” he defends himself. “I've been wanting to ask you, but I wasn't sure if you would want to. I mean, your place is just a storage locker at this point. I don't like you over there by yourself.”
“Are you sure?” You ask quietly, and he nods his head, confirming his words. “Okay, yes.”
“Thank god,” he says with a soft smile. “Hobi's taking over your contract with Kook and is going to move in this weekend. If you had said no that would have fucked up our plans.”
“Hobi, huh?” You ask, shaking your head as you get off the bed to head back to your place. “I knew he loved you more.”
“Hey,” Yoongi calls when you get to his doorway, making you turn to look at him. “I love you.”
“I love you too,” you reply softly.
You truly do.
The kitchen was chaotic. Yoongi, in his sling, was sitting at the kitchen table with Joon in front of his laptop, looking at some pie charts. Jungkook and Jin were standing in front of the stove, arguing over something, pointing wooden spoons at each other. Tae, Jimin, and Hobi were doing some sort of little dance to the music coming from someone's phone. Yes, it was chaotic, but you wouldn't have it any other way. Hanging up your bag, you walk to the table, dropping a kiss to Yoongi’s cheek before moving to the stove.
“Try this,” Kook says, shoving some red sauce in your mouth.
“It's good,” you say, swallowing and nodding your head. You can't get another word in before Jin shoves sauce from his pan in your mouth. “That's good too, Jin.”
“But you like mine more, right?” Kook asks, as he goes back, stirring his sauce in the pan.
“I like them both,” you tell him.
“See, she loves us equally,” Jungkook says.
“But she's loved me longer,” Jin quips with a handsome smile.
“That might be true, but she loves me the most,” Yoongi sneaks into the conversation with a kiss on the neck, making you laugh as it tickles your skin.
“Hey,” Jin says, pointing his wooden spoon at Yoongi. “No need to be so smug about it, Min Yoongi now go have a seat, the food is done.”
Yoongi takes your hand, pulling over to the table, directing you to sit next to him. Hobi rushes to take the seat next to you, holding some sort of book in his hands. You look at him questioningly as he hands it to you.
“It's a scrapbook,” he explains, as you take the book from him and open it. “My mom's been really into crafting lately and made this for me.”
“Oh my,” you say, looking at the picture of the two of you as he opened the book and flipped to a couple of pages in. The two little six year olds with missing teeth smiling big for the camera were looking back at you. “That was your birthday party.”
There were so many memories there. Some you had forgotten about, and some remember just like it was yesterday. Summer vacations, ice skating, and school plays, they were all there. You giggle when you come across one with you, Hobi, and Jin helping your grandmother bake. The three of you were a mess, covered in flour as your grandma smiled on.
“It's like you've come full circle,” Yoongi says, placing his hand on your thigh , looking at the picture before you turn the page.
“Oh, shit,” you say, bursting out laughing, making Yoongi groan in displeasure . “Look at your hair. I don't even remember this.”
A young Min Yoongi stood with you and Jin along with some other kids that you recognize. However, you don't see Hobi, nor do you recognize the building that you were all standing in. Looking closer, you try and see what is in the background of the picture.
“The roller skating rink in 8th grade,” Yoongi supplies for you. “I think it was at the end of the school year.”
“Yup, I fell and had to get my knee bandaged,” Hobi says, laughing. “I haven't skated since.”
“I truly don't remember going,” you say, looking at yourself.
“I was going to ask you to skate with me, but I chickened out,” Yoongi says, rubbing your thigh. You look back at the picture, then back at him and to Jin, who was plating everyone's dishes.
“Oh my gosh….I ran into a wall and fell down,” you say as a memory comes back to you. You remember colorful lights in the darkened room as you skated round and round, laughing with Jin right next to you as you fell down. “Jin was laughing at me when I couldn't get back up. You…”
“Skated over and helped you up,” he finished, blushing a little.
You look at him, not knowing what to say. Why couldn't you have noticed that he liked you so long ago? Why did you put yourself through so much heartache? Suddenly, Jin puts a plate in front of you, taking the photos away from you, making both you and Hobi pout.
“Eat now and look later,” Jin scolded, walking away. “I don’t want the food to get cold.”
Yoongi removes his hand from your leg as he starts to eat. You follow his lead, digging into your own plate as everyone falls into conversation. It was comfortable. It was everything you always wanted.
If someone asked you when you were younger what home was, you would have answered that it was your house where you lived with your parents. Home was with your grandmother as she made grape jam on her stove and freshly baked bread. A couple of years ago, you would have said it was the fancy penthouse where you lived with Changkyun. Now, you could say it was listening to Tae trying to convince Yoongi to get cows for the farm. It's Jin and Jungkook bickering over food as they make a mess in your kitchen. It was Joon always being your voice of reason, while Jimin was the little devil on your shoulder, making you get out of your comfort zone. It was Hobi and his never-ending love for you. It was also, more importantly, Yoongi. Yoongi, who showed you that you could give your heart away again even though you were scared. It was sleeping next to him every night feeling safe, loved, and respected. He showed you love didn't have to hurt or be condescending. His love was warm and whole. He was home. He was your home.
“Hey, you okay?” Yoongi asks quietly as he leans into you.
“Yeah,” you say, kissing him quickly. “Perfect.”
“Y/N, tell your boyfriend that Mary would be happy at the farm,” Tae tells you.
“Mary?” Yoongi asks, sounding defeated. “Did you name your non-existent cow?”
“They have to have names,” Tae says seriously, making you smile.
You continue to eat your food. Yoongi leans back in his chair, continuing his debate with Tae. His hand goes to your leg once more, his thumb rubbing circles over your pants. You place your hand on top of his. Threading your fingers through his from above. Yes, this was home.
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