#Scrape Google Maps

[scrapingintelligence]

Why Scrape Google Maps Now For Business Contacts Data?

Google Maps has around 1 billion active monthly users, making it a valuable resource for various businesses. When you search for a company, users get access to key essential details, such as the name, phone number, operating hours, address, website URLs, and reviews as required.

Businesses can highlight their products and services through their GMB (Google My Business) profile. With excellent market competition, improving your marketing strategies and generating better leads is crucial.

What Is Google Maps Scraping?

Google Maps scraping is simply gathering relevant information for analysis and strategies. Ethically extracting data is essential to avoid legal consequences and to protect brand reputation.

Any business's purpose for scraping Google Maps is different. It can include market research, lead generation, customer sentiment analysis, and potential locations for scaling. Automated data scraping for business contact details will give you a better chance to reach targets and improve market techniques.

Why Scrape Google Maps For Contact Details?

Google Maps is a repository of quality POI (Point-of-Interest) data, such as retail outlets, hotels, stores, and markets looking to make better decisions. Here are some benefits of getting real-time datasets of contact by scraping Google Maps:

Gain Business Information

Use efficient data scraping tools to analyze Google Maps' contact data, making connecting and generating leads easier. With accurate results, your business or services can make necessary changes to provide a smooth customer experience.

Location-Based Results

It becomes simple to organize the data and keep relevant information based on a particular location. Making it effortless to reach nearby hotels, bookshops, restaurants, and other interesting points as needed.

Geographic Analysis

Some businesses might require the contact information of their competitors to understand the accuracy and filters they have applied. Also, study urban development over time and in patterns to focus on traffic flow.

Lead Generation

Gather potential partners or customers' contact information, such as phone numbers, websites, and email addresses. Build targeted B2B and B2C contact lists to reach local businesses and improve your services.

Businesses Databases

Some people might maintain local business directories or market research, which require structured information regularly. With Google Maps scraping, you can filter data based on categories, operational hours, customer engagement, and popularity.

Customer Sentiments

By extracting contact information from Google Maps, businesses can look at positive trends in the market. With customer contact details, you can connect to understand their everyday issues and improvements to deliver better solutions.

What Are The Challenges And Ethical Measures Of Scraping Google Maps?

Gathering contact details from Google Maps provides multiple benefits, but that is impossible without handling the challenges and ethical concerns. Businesses need professional service providers to ensure they scrape data responsibly. Here are some ethical considerations you must consider:

Technical Challenges

Scraping business contacts data from Google Maps becomes complex due to some reasons:

Anti-Scraping Strategies

Google has integrated advanced anti-scraping strategies to prevent automated data extraction. These include IP blocking, rate limiting, and CAPTCHAs. It is essential to have scraping measures like headless browsers and rotating proxies.

Data Volume

Extracting bulk data consumes a lot of time, so you must ensure consistency and accuracy while scraping data, which requires additional support.

Data Structure

Google continuously updates its Maps interface, which can affect your scraping scripts and the accuracy of datasets. Maintain these scripts with technical expertise to meet the demands of the page structure.

Ethical Considerations

With ethical compliances, businesses also consider the moral implications of scraping contact details from Google Maps. Let us look at the segments you need to focus on:

Privacy

Even if the data is publicly available, some contact information may require consent to be scraped. Businesses should be responsible for avoiding exploiting sensitive information from the target platform.

Data Transparency

Companies should be transparent about gathering and utilizing data. This helps to avoid overwhelming small businesses by scraping data that is ethically allowed.

Legal Challenges

Scraping Google Maps data requires reviewing the target platform's legal concerns or business details.

Terms of Service

Google will explicitly ban unauthorized data scraping on its platforms. Violating the terms of services can result in legal consequences and spoil your brand reputation.

Data Security

Depending on your requirements, you should adhere to the laws before extracting data. Also, sometimes, even scraping customer reviews can lead to compliance issues.

What Are The Benefits Of Scraping Google Maps For Contact Details?

Scraping Google Maps for contact details of specific businesses is not just a strategy, it's a pathway to growth and improvement. The platform offers unparalleled opportunities to enhance operations, drive growth, and improve customer targeting, giving businesses a reason to be optimistic.

Below are the key benefits of scraping Google Maps to gather business contact information:

Sales Cycle Optimization

One of the best advantages of scraping data is maintaining a database for lead generation and outreach for the sales team. With these, businesses can:

Build targeted B2B and B2C contact lists depending on the location, industry, and business type.

Find potential clients, resellers, or partners in specific locations.

Optimize sales efforts by focusing on relevant business details.

Improve email marketing and cold-calling campaigns by reaching out to verified businesses.

Automating data scraping solutions will help businesses quickly expand their customer base.

Competitive Analysis

Understanding the competitors is essential for businesses to succeed in the market. Scraping Google Maps helps in analyzing:

Business categories and service areas that competitors target.

Pricing strategies are based on the solutions offered at various locations.

Analyze customer feedback and ratings to identify the pros and cons of businesses.

Figure out competitor locations and their geographical distribution.

Local Businesses

Companies that are dealing with business directories, industry databases, and local listing websites can use Google Maps scraping to gather filtered datasets, which will include:

Name, contact, and address of local businesses.

Website URLs and social media links for quality user engagement.

User ratings and reviews to make informed decisions.

Understand operating hours and service details to find a convenient time.

This information helps enhance online directors, power local search engines, and create updated business databases.

Plan Business Expansion

Extraction contact data from Google Maps gives you a clear picture of geographic expansion. Companies can use the location data to:

Find potential business partners and franchise opportunities.

Identify high-demand regions to build a strong customer base.

Optimize logistics strategies based on the business density at various locations.

Use the data to make informed decisions before opening new stores, enter new markets, and launch services.

Local Marketing Strategies

Digital marketers and local businesses help in running marketing campaigns with precise details and also:

Improve local SEO by optimizing your listings in real time.

Use geo-targeted advertising to engage with customers.

Send personalized marketing messages to potential clients.

This approach will boost conversion rates and enhance brand visibility with specific location datasets.

Summing It Up!

Scraping Google Maps for contact details offers excellent benefits, helping businesses with competitive analysis, local marketing, business expansion, and lead generation. Gathering data ethically, such as phone numbers, websites, reviews, and websites, helps build targeted sales.

This approach helps deal with business directories, customer experience, and location-based decisions for service providers. With professionals, you can ensure compliance with privacy laws and Terms of service to maintain credibility.

Resource: https://www.websitescraper.com/how-to-scrape-business-contact-details-from-google-maps.php

[webscraping82]

Think Google Maps is just for directions? Think again. Businesses are turning pins into powerful insights from competitor tracking to lead generation. 👉 Read the article to know more: https://shorturl.at/20KM8

#GoogleMapsData #WebScraping #LocationIntelligence #DataDriven #PromptCloud

[thoughtdreamer]

How to Scrape Google Maps

Want to scrape Google Maps? Here's how to do it:

1. Decide if you want to code or not.

2. Go to Google Maps Search Results Scraper if you don't.

3. Go to the article Scrape Google Maps if you don't.

The Google Maps Search Results can get you data from Google Maps within a few steps. Enter the search queries and click gather data.

The article tells you how to scrape Google Maps using Python and JavaScript.

[quicklifesolutions]

📍 The Ultimate Google Maps Scraper is Here!

Say goodbye to manual data collection and hello to streamlined results with the Google Maps Scraper by Dainty Screw!

✨ What Can It Do?

Effortlessly extract valuable business information like:

• 📌 Business names

• ⭐ Ratings & reviews

• 📞 Contact details

• 🌐 Websites & addresses

• 🚀 And more from Google Maps!

💡 Why It’s a Game-Changer:

• Accurate & Reliable: Never miss crucial details.

• Customizable Searches: Target specific categories or locations.

• Time-Saving: Automate tedious tasks in seconds.

• Perfect for Professionals: Ideal for marketers, researchers, or anyone needing bulk data.

🔗 Ready to Supercharge Your Workflow?

Try it today: Google Maps Scraper

https://apify.com/dainty_screw/googlemaps-scraper

🙌 Take control of your data needs and level up your projects. Whether you’re building a directory, analyzing competitors, or creating custom tools—this scraper has got you covered!

Tags: #GoogleMaps #WebScraping #Automation #DataExtraction #SEO #BusinessTools #GrowthHacks #Apify

[3idatascraping]

A complete guide on extracting restaurant data from Google Maps includes using web scraping tools like BeautifulSoup or Scrapy in Python, leveraging the Google Places API for structured data access, and ensuring compliance with Google's terms of service. It covers steps from setup to data extraction and storage.

[thenecromancerredz]

Google Maps Data Scraping with Business Emails | Supports Multiple Keywo...

[iwebscrapingblogs]

iWeb provides Google Maps Data Scraping Services in the USA, Canada, Australia, and the UK to scrape data from Google Maps results like Google Map links, company names, and addresses.

[foodspark-scraper]

How To Extract 1000s of Restaurant Data from Google Maps?

In today's digital age, having access to accurate and up-to-date data is crucial for businesses to stay competitive. This is especially true for the restaurant industry, where trends and customer preferences are constantly changing. One of the best sources for this data is Google Maps, which contains a wealth of information on restaurants around the world. In this article, we will discuss how to extract thousands of restaurant data from Google Maps and how it can benefit your business.

Why Extract Restaurant Data from Google Maps?

Google Maps is the go-to source for many customers when searching for restaurants in their area. By extracting data from Google Maps, you can gain valuable insights into the current trends and preferences of customers in your target market. This data can help you make informed decisions about your menu, pricing, and marketing strategies. It can also give you a competitive edge by allowing you to stay ahead of the curve and adapt to changing trends.

How To Extract Restaurant Data from Google Maps?

There are several ways to extract restaurant data from Google Maps, but the most efficient and accurate method is by using a web scraping tool. These tools use automated bots to extract data from websites, including Google Maps, and compile it into a usable format. This eliminates the need for manual data entry and saves you time and effort.

To extract restaurant data from Google Maps, you can follow these steps:

Choose a reliable web scraping tool that is specifically designed for extracting data from Google Maps.

Enter the search criteria for the restaurants you want to extract data from, such as location, cuisine, or ratings.

The tool will then scrape the data from the search results, including restaurant names, addresses, contact information, ratings, and reviews.

You can then export the data into a spreadsheet or database for further analysis.

Benefits of Extracting Restaurant Data from Google Maps

Extracting restaurant data from Google Maps can provide numerous benefits for your business, including:

Identifying Trends and Preferences

By analyzing the data extracted from Google Maps, you can identify current trends and preferences in the restaurant industry. This can help you make informed decisions about your menu, pricing, and marketing strategies to attract more customers.

Improving SEO

Having accurate and up-to-date data on your restaurant's Google Maps listing can improve your search engine optimization (SEO). This means that your restaurant will appear higher in search results, making it easier for potential customers to find you.

Competitive Analysis

Extracting data from Google Maps can also help you keep an eye on your competitors. By analyzing their data, you can identify their strengths and weaknesses and use this information to improve your own business strategies.

conclusion:

extracting restaurant data from Google Maps can provide valuable insights and benefits for your business. By using a web scraping tool, you can easily extract thousands of data points and use them to make informed decisions and stay ahead of the competition. So why wait? Start extracting restaurant data from Google Maps today and take your business to the next level.

[outsourcebigdata]

Optimize Business Costs by Outsourcing Google Maps Scraping Services

Outsource Bigdata provides a comprehensive Google Maps scraping solution integrating RPA and AI. Empower your business to expand its client base and reduce operational costs. We specialize in outcome-driven Google Maps scraper solutions, including meticulous data preparation and seamless IT application integration. Immerse yourself in the advantages of our human-like content for enhanced business efficiency and success.

Visit: https://outsourcebigdata.com/data-automation/web-scraping-services/google-maps-scraper/

About AIMLEAP

Outsource Bigdata is a division of Aimleap. AIMLEAP is an ISO 9001:2015 and ISO/IEC 27001:2013 certified global technology consulting and service provider offering AI-augmented Data Solutions, Data Engineering, Automation, IT Services, and Digital Marketing Services. AIMLEAP has been recognized as a ‘Great Place to Work®’.  

With a special focus on AI and automation, we built quite a few AI & ML solutions, AI-driven web scraping solutions, AI-data Labeling, AI-Data-Hub, and Self-serving BI solutions. We started in 2012 and successfully delivered IT & digital transformation projects, automation-driven data solutions, on-demand data, and digital marketing for more than 750 fast-growing companies in the USA, Europe, New Zealand, Australia, Canada; and more. 

-An ISO 9001:2015 and ISO/IEC 27001:2013 certified  -Served 750+ customers  -11+ Years of industry experience  -98% client retention  -Great Place to Work® certified  -Global delivery centers in the USA, Canada, India & Australia 

Our Data Solutions

APISCRAPY: AI driven web scraping & workflow automation platform APISCRAPY is an AI driven web scraping and automation platform that converts any web data into ready-to-use data. The platform is capable to extract data from websites, process data, automate workflows, classify data and integrate ready to consume data into database or deliver data in any desired format. 

AI-Labeler: AI augmented annotation & labeling solution AI-Labeler is an AI augmented data annotation platform that combines the power of artificial intelligence with in-person involvement to label, annotate and classify data, and allowing faster development of robust and accurate models.

AI-Data-Hub: On-demand data for building AI products & services On-demand AI data hub for curated data, pre-annotated data, pre-classified data, and allowing enterprises to obtain easily and efficiently, and exploit high-quality data for training and developing AI models.

PRICESCRAPY: AI enabled real-time pricing solution An AI and automation driven price solution that provides real time price monitoring, pricing analytics, and dynamic pricing for companies across the world. 

APIKART: AI driven data API solution hub  APIKART is a data API hub that allows businesses and developers to access and integrate large volume of data from various sources through APIs. It is a data solution hub for accessing data through APIs, allowing companies to leverage data, and integrate APIs into their systems and applications. 

Locations: USA: 1-30235 14656  Canada: +1 4378 370 063  India: +91 810 527 1615  Australia: +61 402 576 615 Email: Sales@aimleap.com

[kxsagi]

Hello! Could I ask something about a foreign reader, maybe European, meeting Michael in Germany, Sae in Madrid and Rin in Japan while on a trip? Speaking in English since they don't know the language and having that immediate connection that neither of them have ever had before. That'd be very cute, and such a dream😫

“𝐥𝐨𝐯𝐞 𝐭𝐚𝐥𝐤”

a/n: love talk by wayv is a FIRE song

made reader both european and american if that’s okay! being american helps explain the english more

translation of each title: “do you speak english?” (german), “more beautiful than the sun” (spanish), “kotoba janakute mo/even without words” (japanese)

ft. kaiser michael, itoshi sae, itoshi rin

kaiser michael – "sprichst du english?" 

berlin's streetlights hum like lullabies, the city bleeding into a haze of jazz from some underground bar. you don’t know where you are. literally. google maps is spinning like a roulette wheel and you're pretty sure the bratwurst vendor gave you a fake street name just to mess with you. 

“you look like a lost little tourist,” a voice purrs, rich with amusement. 

you turn to see a tall, golden-haired man leaning against a lamp post, hands in his coat pockets, smirk curled like a sin. 

“you speak english?” 

his eyes light up. “better than you, probably.” 

he says it like he’s challenging you, like he wants to bicker for the next hour over espresso and late-night currywurst. 

you blink. “oh my gosh, thank goodness. i thought i was gonna get kidnapped.” 

“well,” he chuckles, stepping forward with a lazy saunter, “depends on who finds you first.” 

he offers his hand. “michael. kaiser, actually. but you can call me whatever you want, hübsches mädchen.” 

you laugh, hand in his. “i literally have no idea what you just said.” 

“good. it’s more fun that way.” 

and just like that, he walks with you, not behind or in front, but beside, like he already belongs there. he gets you a kebab, points out ridiculous graffiti, and lets you try to pronounce german street names while biting back laughter. 

you don’t even remember what you were looking for in berlin. now it’s just him. 

itoshi sae – "más guapa que el sol" 

you’re melting. madrid in the summer is no joke. and you, brave but dumb, decided to wear jeans. 

as you take refuge in a quiet little café, fanning yourself with a menu, the chair across from you scrapes against the floor. 

“mind if i sit?” an unfamiliar voice in crisp english asks. 

you look up. red hair. unreadable teal eyes. the aura of someone who absolutely hates small talk but will make an exception for you. 

“… uh, sure?” you blink. “do i know you?” 

he just shrugs and sits down, sipping from his water. “you were staring at the menu like it insulted you. figured i’d save you.” 

you snort. “i can’t read anything. my spanish sucks.” 

he lifts a brow. “american?” 

“and european… you say that like it’s a bad thing.” 

“it is,” he mutters. but the corner of his mouth quirks like he’s fighting a smile. 

he orders for both of you without asking, and you're weirdly okay with it. later, over chilled wine and tortilla, you learn he’s a football player. kind of famous, actually. sae something. 

“so you're like, a celebrity?” 

“only here,” he says, looking out the window. then softer, “not with you though.” 

you don’t know what it means. maybe he doesn’t either. but when he offers to walk you to your hotel, slowly, like he has nowhere else to be, you let him. 

itoshi rin – “言葉じゃなくても” 

you’re crying in the middle of a tokyo train station. not ugly crying, but overwhelmed, jetlagged, google-translate-is-failing-you crying. 

someone taps your shoulder. you spin around, sniffling, trying to look like you didn’t just almost sob into your iced matcha. 

he’s tall. sharp-eyed. slightly terrifying. but his voice is gentle when he asks, “are you okay?” 

“do you… you speak english?” you manage. 

“a little,” he says. “you’re lost?” 

you nod. 

without a word, he gestures for your phone. you hand it over and he starts typing something into your map app. once he finishes, he gives it back and mutters, “i’ll take you.” 

“you don’t have to–” 

“i want to,” he says. blunt. serious. a little red in the ears. 

on the way, you try to make conversation, and he gives these awkward, short replies, like he wants to say more but doesn’t know how. still, he slows his pace to match yours. he buys you a melon soda when he notices you haven’t had water all day. he hovers protectively when the crowd thickens. 

when you reach your destination, you thank him profusely. he just nods, looks like he wants to say something else… and hands you a tiny slip of paper. 

his number. with a scribbled note underneath: “i could work on my english more. can i practice with you?” 

and suddenly, you’re not so lost anymore. 

© 𝐤𝐱𝐬𝐚𝐠𝐢

[jeonginsleftcheek]

The sun to me

Chapter II. Water drop.

pairing: hwang hyunjin x afab!reader

word count: 5.1k

chapter summary: you could say that destiny always has a way of bringing together the souls that need each other. hyunjin meets not one but two people who will change his life for good.

warnings: tw for brief and vague mention of depression and suicide

~ Masterlist for the series

~ next part

🤍 Snowdrop - hope and the ability to overcome challenges.

Deep breath in.

Hyunjin feels like his lungs are expanding, like a flower opening up its petals to receive the warmth of the sun.

It takes him a few seconds to even register the sounds of people who were aboard the ship with him, laughing, talking, walking further away from the pier.

Someone walks towards him and for a brief moment his chest constricts as he waits to be questioned, bothered and ogled at but the man passes him by, saying hello to one of the crew members.

Hyunjin exhales and starts walking towards the road, he needs to track down the location of the room he barely managed to find on the internet.

It was a hassle, getting to the owner of the little apartment, since it wasn't summer yet and the tourists haven't even started arriving. Not that many people even come to this island, which is exactly why Hyunjin chose to hide away on it.

He knows, hopes, no one here has heard about him. He hopes he can just be a regular guy and go about his day, reset his body and his mind.

Fishing out his phone out of his pocket as he stops walking, he frowns immediately upon seeing it blowing up with messages.

Good thing he put it on silent or he might've just let his intrusive thoughts win and chucked the godforsaken device right into the sea.

Hyunjin ignores all the little bubbles and notifications, opting to just find the address on google again.

The island is so small, so unknown, so irrelevant that even after finding the address information, it seems that gps has trouble finding him on the map.

It's like he literally fell off the face of Earth and for some reason, that brings him relief.

He stuffs his phone back in his pocket, he's gonna have to find someone to ask for directions.

He looks around, noticing everyone cleared away from the pier so he just follows the first street down.

It's eerily quiet, even on such a sunny, lively day, the sound of his suitcase being dragged breaking the beautiful peace of the island. All the houses are adorned with flower pots on their windows and balconies, colorful gardens inviting you in, mesmerizing like a flower is to a bee.

Hyunjin hopes he can find some kind of shop or cafe or anything with people in it, but all he comes across are a few cats sitting on a low roof and staring at him menacingly, as if asking 'what the hell are you doing here'.

He sighs in frustration, thinking he'll actually have to knock on someone's door and disturb their Friday afternoon peace.

Just when he's mentally prepared himself to knock on a stranger's door and potentially have them yell at him, his eyes light up.

There, on the corner, is a little flower shop like an oasis in a desert, promising safety and aid. Hyunjin speeds up towards it, the suitcase almost flipping behind him as it bumps against the uneven and cracked sidewalk.

It's time for your lunch break, the old clock on the wall reminds you together with your stomach, growling embarassingly loudly.

You're behind the counter, about to grab your bag and keys, when you hear footsteps approaching and the sound of suitcase wheels scraping against the stones before they come to a stop in front of the door.

"Um, hello?"- you hear a pleasant and curious voice ring out from the outside, you almost want to curse the person out because everyone on the island knows when lunch breaks happen, but judging by the suitcase and the unknown voice it must be someone who just arrived here for the first time.

"Hello, come in!"- you sense the apprehension and you walk around the counter, coming face to face with what you would describe as a man made of dreams.

Your breath gets stuck in your throat, and his reaction seems to be similar, as his eyes widen slowly to the point where he almost looks completely bamboozled as his lips part and he just stares.

Quickly shaking it off and putting on your customer service persona, you smile at the stranger.

"How can I help you?"- you ask and he swallows, closing his lips as he seems to snap out of whatever trance he fell in.

"I- um- I'm looking for this address. I booked a room here, but I can't seem to find it on google maps."- the stranger pulls his phone out and shows you the address and you nod.

"Oh, at Isaac's. It's not too far away from here, just keep going straight until you see a blue house, then go right and up the hill a little bit, you can't miss it since it's the biggest house on that street."- you explain.

"Oh, thank you! I thought I was gonna get lost."- he smiles a little and you chuckle, shaking your head. This seems to deepen the redness of the young man's cheeks.

"You can't get lost here. The island is so small, you can circle around it three times in one day and still have some daylight left. Plus, most of the time the internet doesn't even work so you can't rely on gps. If you need to make calls or such, you'd best stand on the pier and try to catch the signal."

"Oh, thank you for the tips. I'm actually relieved that there's no internet."- the man says, running a hand through his dark hair.

You quirk an eyebrow at him, your eyes running over his frame.

"That's a first. People usually complain about that."- you say, as you take in his expensive looking jewelry, the branded shirt hugging his lean but toned frame, jeans also probably more expensive than your entire wardrobe and the fancy sneakers on his feet.

"Then they've probably come to the wrong place."- he concludes with a small smile.

"Probably."- you agree, ready to end the chat even though literal eye candy was standing in front of you, you craved a warm meal more than anything else.

There was a moment of awkward silence as the handsome stranger sucked his bottom lip between his teeth, bringing your attention to it.

"Well, it's my lunch break, so... If I can't assist you with buying some flowers, I'd like to close up shop."- you say as politely as you can.

"Oh! Sure, sorry for taking up your time."- he looks apologetic as you round your counter to grab your things.

"It's okay, glad I could help."- you smile as the both of you make your way towards the exit.

"I'm Hyunjin, by the way."- he reaches his hand towards you just as you close the door.

"Y/n."- your hand slots into his and he shakes it, soft but firm.

"Nice to meet you, y/n."- something about the way your name rolls from his pillowy lips melts the ice built around your heart, gentle like the first snowdrop peeking it's head through the snow.

There's something different bubbling up inside Hyunjin, something he hasn't felt in a long time.

As he makes his way up the little hill towards the biggest house with faded yellow paint, chipped at some parts of the wall, his heart skips a few beats.

Maybe it's because he's been a bit out of shape lately, or maybe it's because of you.

You with your genuine smile, you with your curious eyes and with all the pretty flowers surrounding you.

The flowers that used to bring inspiration and comfort to Hyunjin, ones he painted so happily, his hand gliding easily across the once blank canvas, the colors all bleeding into one another, kissing and loving.

The feeling he forgot. The feeling of love. The feeling of home. The nostalgia that inevitably comes with it.

Hyunjin knocks on the big wooden door, and after a few moments he hears heavy footsteps and a voice calling out.

The door swings open and a man probably in his 60s stands in the frame with a friendly smile on his face.

His grey hair is neatly pulled back, the wrinkles on his face are proof of how many years he smiled and frowned. There's a sparkle in his eyes and a bright smile on his face, showing off perfectly white teeth that he probably had done.

He's dressed in a simple black turtleneck and grey pants, the only ornament on his body in the shape of a huge silver ring, a black tourmaline stone in the middle of it.

"Welcome, welcome! You must be Hyunjin. Come in, young man."- the man smiles wide, immediately helping Hyunjin with his suitcase and stepping aside so he could come in.

"My name is Isaac. But you probably already had that figured out."- the man waves his hand as if to dismiss what he just said. "Welcome to my humble abode, I hope your stay here is as cozy as can be."- Isaac says, leading Hyunjin through the lobby and towards the big carpeted wooden stairs.

The house looks old but well taken care of, everything is wiped clean and polished, each nook and cranny devoid of any dust and neglect.

Hyunjin can't help but notice the skillfully crafted wood on the handrail, as well as a few other sculptures carved out of wood, taking the shape of people with their head in their hands who are desperately crying, lovers holding onto each other where you can't even tell where one ends and the other starts, beautiful women with big breasts and tummies lying on their side, vunerable and goddess-like.

Isaac eyes Hyunjin carefully as he seems glued to all the works of art around him, probably forgetting that he should be settling into his room and eating something.

"What do you think, young man?"- Isaac asks, making Hyunjin jolt a little as he looks up for a second before the carved sculptures grab his attention again.

"Very beautiful pieces, there's so much detail in each and every one. They must be very expensive."- Hyunjin comments making the older man chuckle deeply.

"Yes, very expensive. Cost me a lot of time and patience. And then of course, there's the material. The actual wood."- Isaac crosses his arms on his chest and Hyunjin needs a few seconds before a lightbulb appears above his head.

"Oh... Oh, you made them. That's incredible, you're an artist."- Hyunjin smiles, somewhat chuckling ironically for the fact that he can't seem to escape that which he considers brought him to the state he's in right now. "I'm kind of an artist too."- he downplays whatever life he built, suddenly feeling too dumb and embarassed do act boisterous in front of Isaac.

"Let me see your hands."- Isaac says and Hyunjin doesn't question him, just reaches his hands towards the man and Isaac leans down a little, his lips pursed as he folds his hands behind his back, a quiet hum in the back of his throat.

"You're a painter."- Isaac concludes before lifting up.

"How did you know?"- Hyunjin's eyes widen just a little, his eyebrows lifting up and Isaac lets out a laugh.

"Your skin is too pristine for anything else. But your nails are stained a little."- Hyunjin brings his hands up, closer to his face, and stares as if he sees his own hands for the first time.

He never noticed the slight staining on his fingers, almost forgetting the fact that beyond all the expensive paintbrushes and tools, an artist's work comes from his hands and his heart.

Is his heart stained too?

"Which one calls to you the most?"- Isaac brings him out of his thoughts again with his warm and patient voice and Hyunjin follows his line of sight, landing his eyes on the beautiful wooden sculptures again.

Maybe if he was younger he'd choose the woman, her breasts full and supple, inviting him to lay his head on them, wrap his lips around the tender nipples.

Maybe if he wasn't so jaded, he'd choose the lovers because love is the greatest feeling of them all, love is what makes people climb the highest mountain peak, swim the deepest ocean, reach the furthest star.

But Hyunjin can't help but stare at the man sitting in despair, fingertips digging into his own forehead as if he wants to rip his face out, take his brain out and scream at it.

Isaac sees. He sees through Hyunjin, he was once like him. Caught in the web of self-hatred and nihilism, despising everything he once held so dearly in his heart.

"You must be hungry."- Isaac never comments on Hyunjin's silent choice and he's thankful for that.

"Actually, yes."- Hyunjin feels the emptiness in his stomach as soon as food is mentioned and he realizes he hasn't eaten anything since last night.

"Why don't you get settled in and I will heat up some dinner?"- Isaac suggests and Hyunjin quickly shakes his head.

"You don't need to do that for me, I'm sure you have other business to attend to."- Hyunjin says.

"Nonsense, I don't mind at all. Honestly, it gets a little lonely here before the tourists start coming in so it would be nice to have someone to talk to. Other than my sculptures, that is."- Isaac says with a chuckle.

"Alright, if it's no bother then."- Hyunjin nods, giving a small smile to the warm man.

"Your room is the last door on the right."- Isaac points towards the staircase.

"Thank you."

Isaac smiles, quickly turning on his heel and leaving, presumably to the kitchen.

Hyunjin makes his way upstairs, his suitcase in his hands, the floorboards look too old and sensitive to drag the harsh wheels on them so he opts to just keep carrying his suitcase to his room.

Every wall is adorned with framed wooden carvings, sculptures even bigger than the ones downstairs are sitting in the corners of the hall.

Hyunjin curiously eyes every single one of them, waiting for them to suddenly come alive and move.

He shakes his head quickly, opening the last door on the right.

A loud gasp escapes his lips as soon as he walks into the room. It's bigger than he thought it would be, decorated like the rest of the house, everything is carved out of wood and the works of art made from Isaac's hands have become a staple that Hyunjin's eyes are already getting used to.

Hyunjin lays his suitcase down next to the closet and his legs first take him to the big window, the curtains pulled back and neatly tied up on the sides of the window frame.

The view is breathtaking, being up on the hill allows him to see almost everything, the sea, the shore, the main square with a church and also part of the little flower shop that he was just inside a few minutes ago.

Hyunjin needs to snap a picture. He fishes out his camera and after adjusting it, he takes a few pictures of the beautiful view, zooming in on the flower shop for a second and seeing that the door is still closed and the lights are still off.

You must be on your lunch break as you said.

He looks around the room again, the huge bed looks inviting after traveling for hours but he needs to eat something first.

The room that's warm and lived in, the smell of varnished wood and cinnamon enveloping his senses, the lively art pieces around him, make for a big contrast to Hyunjin's modern apartment, cold steel, black leather, the smell of cleanliness, the perfection of it all, the paintings that he despises from the bottom of his soul.

The ones he made in a state of delirium because Charlie was pressuring him, because people want more, because he needs to meet the deadline, because he's obligated to do them.

A metallic taste spreads inside Hyunjin's mouth and it takes him a few seconds to realize he bit his lip so hard that he drew blood.

He curses under his breath, walking into the adjoining bathroom to wash his mouth and thoughts away.

Lunch break was something you loved to spend in your favorite restaurant unless it was tourist season.

Then, it would get too crowded for your liking so you'd just go back home and eat before re-opening your shop.

Everything is 2-3 minutes of walking distance, your shop and your home, and the restaurant that a young married couple owns.

"The usual?"- Bennet peeked his head from behind the kitchen wall, and you chuckled giving the man a thumbs up.

You took your book out of your bag and looked out the window before little giggles on your left caught your attention and you turn to see Luna, the owner's 6 year old daughter, staring at you with big shiny eyes and holding a makeshift daisy bouquet in her little hands.

"Oh, is that for me?"- you ask slowly, pointing at yourself.

She stares at your lips before giving a little nod and another giggle before she reaches the flowers towards you.

Your hand is placed on your chin, then reached towards her as you mouth a 'thank you'.

She smiles happily, her chubby cheeks rosy before she runs away to play.

Catherine is quick to catch up to the little girl, gently grabbing her shoulders before signing a 'be careful' to which the girl nods and mouths an 'okay'.

"Hey, y/n."- Catherine lets out a sigh and you chuckle.

"Is she giving you a hard time today?"- you ask as she puts your lemonade down on the table.

"Try yelling at a deaf child to watch out from a distance."- she shakes her head, a bead of sweet running down her forehead. "My whole life flashed before my eyes, but luckily it was Delmar and he managed to stop his car just in time."

"Heart attack inducing stuff."- you nod. "But everything ended well and I'm sure she'll be more careful now."

"I hope so too."- Catherine nods with a smile, before turning to go check on her daughter.

You sigh quietly, looking through the window again as you sip on your lemonade when suddenly, the face of the handsome stranger called Hyunjin appears in your mind.

There's something that flickers in your chest at the thought of his smile. Then it clicks.

He's probably the celebrity that Barbara talked about, he must be an actor or a singer with a face like that, you think.

You wonder why he would come here though.

Maybe he got sick of all the glitz and glitter that being famous brings. That's something you could never be, live in the spotlight like that, to be picked at and proded at like you were some kind of test subject, looked at like you were some kind of animal in a cage, existing to entertain other people.

"Here you go, y/n."- a plate is placed on your table, snapping you out of your thoughts.

"Oh, thank you."- you smile at Bennet, as the aroma of your favorite meal fills up your space, making your stomach growl again.

It's quiet as you start eating and as always you ask Catherine and Luna to join you, which they usually happily agree to unless there are customers to attend to.

Bennet whips up their favorites quickly and excuses himself because he has a kitchen to clean, as he says, while you learn a few new words that help you communicate with Luna.

The sounds of utensils clinking against plates fill up the room as Hyunjin and Isaac sit in his dining room. It's the most lavish room yet, the table they're eating on feels too precious to even be used so Hyunjin is extra careful with his meal.

The big chandelier hangs above their heads, the sunlight shining through the huge windows that reveal a balcony, reflects in the crystal pendants decorating the chandelier, creating little rainbows scattered around the room.

"My father made this table."- Isaac notices Hyunjin looking at it, as if he's deep in thought.

"It's really exquisite. I feel a little apprehensive using it as a regular dining table."- Hyunjin says and Isaac chuckles.

"We ate on it every day. And then my wife and son too."- Isaac says, the mood shifting suddenly as a sad smile spreads on his face.

"You have a son?"- Hyunjin asks, taking another bite of the meat.

"I had a son."- Isaac nods and Hyunjin feels bad that he pried.

"I'm sorry."- he didn't want to dig into someone's wound so he looked down at his plate, feeling remorseful for asking.

"It's okay, it's been years. He was probably around your age when he left us."- Isaac reminisces.

"Was he sick?"- Hyunjin asks, seeing that Isaac wanted to talk about his son, maybe it brought him some kind of comfort to keep the memory of him alive.

"He was... sad. Very sad. We tried everything. But nothing could light the spark in his eyes."- Isaac shivers with a sad smile.

"I'm so sorry, I shouldn't have asked anything."- Hyunjin quickly says, feeling embarassed for himself and sad for the kind man sitting across from him.

"No, it's okay, you didn't know."- Isaac shakes his head. "I like talking about my son. He was also great with woodwork. I learned from my father and he learned from me. Guess it runs in the family."- he nods with a small smile.

"If you'd like, I could teach you some woodworking too."- Isaac suggests before Hyunjin can say anything.

He can see the turmoil on Hyunjin's face, the cogs turning behind his eyes as he struggles with whether to love or hate that suggestion.

"I'll be in my studio later if you want to join me."- Isaac intervenes quickly, pointing to the hall.

"What was his name, if you don't mind me asking?"- Hyunjin asks after a few moments of silence, referring to Isaac's son.

"Leo."- Isaac says with a kind of pain in his voice.

Hyunjin finds those three letters etched into the windowsill in the room he booked, his fingertips tracing the chipped wood, realizing quickly that this room once belonged to him.

Hyunjin doesn't join Isaac in his studio, he can't bear to even think about painting or woodwork at this moment, all he wants is to feel free from the confines he created for himself.

After lunch, he took a much needed nap and then an even more needed warm shower. He walks out into the room with only a towel wrapped around his waist, using another one to dry his hair.

Being up on the hill probably caught some signal on his phone as it buzzes next to the bed. Hyunjin frowns, making his way to it and grabbing it.

Charlie. Of course.

In the heat of the moment, he doesn't think, he just chucks the phone on the bed and it bounces up and smacks into the closet and then lands down on the floor with a loud thud, the battery falling out.

"That oughta do it."- he says quietly, leaving the device where it landed.

Hyunjin gets dressed quickly, grabbing his backpack and camera before he makes his way downstairs. He glances shortly at the big door leading to Isaac's studio, something heavy weighing on his chest before he turns away and walks out of the house.

There's nothing like watching the sunset while sitting on the beach. The beautiful golden rays mixing with the orange and pink hues, reflecting on the water as the sun itself drowns in it.

You're sitting with your little diary in your hands, well one of many you have, one that still has empty pages you have to fill up.

Most of them consist of dried up flowers and even a few little sketches you did, sometimes you write something you found funny in it, sometimes you pour your soul out on the pages, your tears blurring your vision and smearing the ink of your pen.

Today, the page is blank but your mind isn't.

For some reason, it's filled with Hyunjin and you wish you were better at drawing people so that your hand could capture the face that was already etched in your brain even after you only saw him once.

A twig snaps behind you, and you quickly turn around, jolting a little.

He appears in your view like he was summoned, like he was there to help you see his face again so that you could maybe try to capture the beauty on paper.

"Oh..."- he also jolts a little like he got frightened by your presence. "Y/n, right?"- he licks his lips and swallows, as his feet come to a halt.

"Yeah."- you nod.

"Sorry if I scared you. Kinda scared myself too."- Hyunjin says with a timid smile, still keeping a good distance away from you.

"It's okay. Usually, no one comes here at this time so I was surprised."- you say and he slowly makes his way to you.

"Mind if I join you?"- he asks, almost timidly and you have to wonder what kind of celebrity is shy like that.

"Sure."- you nod and he comes closer, slowly sitting down on the rock next to yours.

"I decided to explore the island a little. And you were right, I saw everything in one evening."- he chuckles as he looks at you, then at the notebook in your hands curiously.

"Are you sure you saw everything? There are a few hidden spots here that only the locals know about."- you eye the camera in his hands.

Such pretty hands.

"Oh really? Is there a guide who could show me some of those hidden spots?"- he asks and you let out a small chuckle.

"Depends on how much you pay up."- you say and he looks at you before you start chuckling, making him chuckle too.

"I'm joking, of course. I mean, I'm free tomorrow if you want me to give you the real tour of the island."- you suggest, wiggling your eyebrows.

"I would love that."- Hyunjin nods, a smile spreading on his face that makes his eyes crinkle.

When was the last time he smiled like that?

Hyunjin lifts up his camera to snap a few pictures of the sunset and you can't help but look at his features more closely while he's distracted.

Beneath the smile and the obviously expensive attire, something inside him seems sad and tired, you can feel it meandering between your bodies.

"Is that a sketchbook?"- Hyunjin asks curiously, as you play with the cover of your notebook.

"Kind of. It's a sliver of my thoughts, if you will."- you say as you stare at it.

"Can I see?"- he asks and you look up at him, genuine interest painted on his face.

"Sure, I'll show you some sketches, just not the things I write."

"Yeah, of course, I don't want to invade your privacy."- he says and you nod, finding a page where you sketched a few tulips from different angles.

"Oh, that's really pretty. I like your shading."- Hyunjin leans in closer and you get a whiff of his shampoo that gets you feeling entranced for a moment.

"Ah, thank you. I'm not the best at drawing at all, it's just that I'm good with anything that has to do with flowers."- you smile, somewhat sadly, Hyunjin notices and something pulls him to you.

He wants to know everything, he wants to tell you everything.

But he's afraid.

He's afraid of revealing the truth, afraid of bursting the little bubble appearing around the two of you, he's frightened to open his soul up, only to find it was rotten, only to see you turn away.

Hyunjin is someone who believes, well, used to believe in love at first sight but that was before he destroyed everything gentle and pure inside him, creating another person out of the broken shards, a fake person, a disgusting and cold person who fades away into other darkened souls, lost in the abyss of eternal nothingness.

"You're an expert in your field. That's admirable."- Hyunjin manages to dig up anything that feels gentle, even for a split second.

"What about you? What is your field of expertise?"- you ask and Hyunjin dreads answering and talking about that which he despises right now.

"Art, I guess. Painting to be exact. I'm a painter?"

"You say that like you're unsure of it."- you give him an inquisitive smile.

"Sometimes you forget who you are and why you even do what you do. Sometimes, something you always knew and loved gets further away from you the more you try to reach out for it."- Hyunjin talks and you giggle, putting your notebook aside.

"Are you sure you're not a poet?"- you tease and Hyunjin chuckles nervously, his cheeks becoming rosy like the cotton candy clouds in the sunset before you.

"I'm better with colors than words, or at least I was."- he says, scratching his head as he purses his lips.

"You talk so nicely so I'm sure your art is even nicer."- you conclude.

It hasn't even been a day since he first laid his eyes upon you, but Hyunjin feels like you set his mind at ease with little effort, with just a few words and a sweet smile.

"Thank you."- he smiles. "I'll show you another time. I don't have my phone on me."- he adds.

"Looking forward to that."- you say. "And what you said earlier, I relate to it. Sometimes I feel like that with my flowers. But they're all I really know."- you shrug. "I always come back to them."

"Yeah, I find myself sitting in front of a blank canvas many times without even painting anything. I guess it's etched into my bones by now."

"Like part of your DNA."- you follow up and Hyunjin agrees.

"Is it okay if I take a picture of you?"- he asks after a few moments of comfortable silence.

The sun has almost completely immersed itself into the water and the last light of the day illuminates your facial features perfectly, the sparkle prominent in your eyes.

Hyunjin wants to capture what you talked about, how you looked and how you smiled at him and keep it in his heart forever.

"Sure."- you nod, chuckling a little.

You turn towards the sea, the last of the sun's rays reflecting off of the surface and almost hypnotizing you as you hear the click of the camera.

Hyunjin thinks this is the best picture he ever took.

And as he walks back to his current home, he feels like destiny intertwined her hands into his life, bringing the two of you together, like this is a start to something he can't even begin to fathom yet, like whatever he searched for, he found in you.

Maybe he just met you, but deep inside his wounded soul Hyunjin knows, you will become the most important person that touched his heart.

✨Taglist: @moonchild9350 @janepg @velvetmoonlght @hwanghyunjinismybae @jehhskz @laylasbunbunny @porangporangmeong @jeonginslefthand @sapphirewaves @simpforleeknaur @laughatdanger @lixies-favorite-cookie @linavc @quokkacidal @thisaintredwine @m00gyu @yaorzu-blog @skzfelixlove @tajannah-price1 @puccaaak @aft2rsexs @xxkissesforchanniexx @aprilmaejune77 @lilmeowneow @stayjinnie @astrobebba @danihwang882 @kaysungshine @nchhuhi @1810cl @chartrucewhore @babigriin @jisuperboard @alisonyus @minluvly

[death-born-aphrodite]

i’m haunted by a past i can’t go back to. so instead i go on google maps and look up my childhood home. it’s still 2009. the tree i grew with is still there. my moms silver car is parked outside. i’m ten with scraped up knees, racing my sister down the hill on our bikes. first one home gets the last bit of pink lemonade. does the tree know that in ten years time it’ll be gone? does my childhood house wait for us to come home? does ten year old me know that she’ll miss all this one day?

[moorishflower]

West African Chicken and Peanut Soup (Mali)

We're kicking off Soupquest 2025 in a big way by going straight for the unfamiliar: a delightful, creamy, sweet/savory tomato and peanut butter-based soup that originated in Mali but which is common in many countries in Africa, though this one is probably closer to the Ghana-tradition, as it's much soupier.

For those worried about the spice level, this soup uses 1 whole scotch bonnet, cut in half and then cooked in the soup for a time before removing the pepper itself. I was unable to find scotch bonnet peppers, so used habanero instead, and I opted to leave the pepper in for the entirety to give it a bit more kick, since a single habanero does not a spicy dish make. I'm happy to report that this does not at all register as spicy to me, only pleasantly warm, the peanut butter occupying the same niche as cream or cheese would.

This soup is delicious. The way it's often intended to be eaten is with fufu, a side dish made with pounded cassava root and plantains; I wasn't able to find cassava, but rice is perfectly acceptable to serve this over, turning it into something like a curry. It's sweet but not sugary, nutty, creamy, savory, warming but not spicy, and I can see how the fufu would be helpful because I was scraping my bowl for every last bit.

I used this recipe from Delish (presented here via wayback machine). Substitutions I made were as follows:

Subbed 1 habanero for 1 scotch bonnet pepper

Subbed 6 tbsp tomato sauce (reduced) for 2 tbsp tomato paste (I forgot to get the paste okay it's fine)

Added some baby spinach for color

You can make this with canned tomatoes if you'd like. Everything kind of breaks down into a delightful sauce in the end. I recommend using a natural or no-added-sugar-organic peanut butter to keep the soup from being too sweet; I used Jif's natural peanut butter and it was probably still on the sweeter side, but still delicious.

The last thing that you can do differently is use bone-in chicken thighs. Sear them as normal, trim as much meat off the bone as you can, and then put the bones back into the soup while it's cooking down. You can fish the bones out when it's done and easily shred whatever meat is remaining off the bone, and you get a bit of added chicken-y oomph to your soup.

For those who want to preview the soups I have collected (both from the wonderful suggestions here on tumblr, as well as through much googling), you can check out my Soup Map here.

[3idatascraping]

Web Scraping Google Search Results - Google SERP Scraping

Google SERP scraping is a prevalent technique used by internet marketing professionals especially to monitor ranking positions, PPC results, page link popularity and more.

Scraping Google Search results is important for many companies. Google is by far the largest web scraper in the world but when you try to scrape their web pages, it just does not allow the same.