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Shopee & Lazada Data Scraping for Business Insights - A Comprehensive Guide
Introduction
In today’s digital economy, online marketplaces have become a central hub for e-commerce activities. Among the major platforms, Shopee and Lazada dominate Southeast Asia, offering businesses the opportunity to reach millions of customers. For companies and data analysts, the ability to tap into this wealth of information through data scraping can unlock valuable insights for strategy development, pricing optimization, and customer behavior analysis.
In this blog, we will explore how to conduct Shopee data scraping and Lazada data scraping, the benefits of extracting data from these platforms, and best practices for ensuring compliance with legal and ethical standards. Whether you’re new to data scraping or looking to enhance your existing efforts, this comprehensive guide will help you extract Shopee and Lazada data effectively.
Why Data Scraping from Shopee and Lazada Matters
Both Shopee and Lazada are e-commerce giants that cater to millions of shoppers across Southeast Asia. With their vast array of products, sellers, and customer interactions, scraping data from these platforms can provide invaluable insights for businesses. The key benefits of data collection from Shopee and Lazada include:
Market Trend Analysis: Understand current product trends, customer preferences, and seasonal demands.
Competitive Pricing Analysis: Monitor competitors’ prices and adjust your pricing strategy to stay competitive.
Product Performance: Identify the best-selling products and monitor reviews to improve your offerings.
Inventory and Supply Chain Optimization: Track stock availability across different sellers to plan inventory more efficiently.
The Fundamentals of Data Scraping
Data scraping is the automated process of extracting information from websites. It involves using a scraper—a software tool that navigates web pages, collects data, and stores it for analysis. When applied to e-commerce platforms like Shopee and Lazada, scraping allows you to collect a wide range of data points, including:
Product names, descriptions, and categories
Prices and discounts
Customer reviews and ratings
Stock levels and availability
Seller information
Shipping details
With this data in hand, businesses can make data-driven decisions to improve their marketing strategies, product development, and overall operational efficiency.
Shopee Data Scraping
Shopee data scraping involves extracting data from Shopee’s vast product listings and customer interactions. Since Shopee operates in multiple countries, businesses can focus on region-specific data to tailor their offerings and strategies.
Key Data Points to Scrape from Shopee
Product Data:
Names, descriptions, and categories
Prices, discounts, and promotions
Shipping options and fees
Seller Information:
Seller ratings and reviews
Store location
Product availability
Customer Data:
Customer reviews and ratings
Purchase behavior and preferences
Promotions and Deals:
Flash sales, vouchers, and coupon codes
By focusing on these key data points, you can extract Shopee data that is crucial for understanding how products are performing and how customers are engaging with your brand.
How to Scrape Shopee Data
To scrape Shopee data, you need to use web scraping tools or custom scripts that navigate through the website and extract the desired information. Here's a step-by-step guide to doing this:
Choose a Web Scraping Tool:
There are several tools available for Shopee data extraction, such as BeautifulSoup (Python), Scrapy, or even browser-based scrapers like Octoparse and ParseHub. For businesses requiring more sophisticated data collection, custom scripts can be developed.
Target the Right URLs:
Identify the specific URLs or product pages from which you want to extract Shopee data. This may include product listings, individual product pages, or customer review sections.
Structure Your Data Extraction:
Decide what specific data fields you need to scrape from Shopee. This may include prices, reviews, product descriptions, seller details, etc.
Run Your Scraper:
After configuring your scraper, run the tool to start scraping Shopee data. The tool will navigate Shopee’s pages, collect the data, and export it to a file, such as CSV or JSON.
Store and Analyze the Data:
Once you’ve scraped the data, store it in a secure database and use analysis tools to uncover actionable insights. This can help with pricing strategies, competitor analysis, and identifying customer trends.
Lazada Data Scraping
Lazada data scraping follows a similar process to Shopee but focuses on Lazada’s marketplace. Lazada is another major player in Southeast Asia’s e-commerce sector, offering a wide range of products and services across different countries.
Key Data Points to Scrape from Lazada
Product Data:
Product names, specifications, and prices
Discounts, promotions, and shipping options
Seller Data:
Seller ratings and store details
Product availability
Delivery times and fees
Customer Reviews and Feedback:
Customer ratings and comments
Product performance insights
Competitor Activity:
Price comparisons
Product positioning and marketing strategies
By focusing on these elements, businesses can extract Lazada data that provides a competitive advantage, whether for optimizing product offerings or identifying market trends.
How to Scrape Lazada Data
To scrape Lazada data , follow a similar approach as with Shopee. Here’s a guide:
Select a Scraping Tool:
Choose from the many available tools that can handle Lazada data extraction. Python-based tools like BeautifulSoup and Scrapy are popular, but browser-based tools like Octoparse may also be suitable.
Identify Key URLs:
Decide which pages you want to scrape from Lazada. This could be category listings, product pages, or customer review sections.
Configure Your Scraper:
Set up your scraper to extract specific data fields like prices, product descriptions, stock levels, and reviews.
Run the Scraper:
Execute the scraper, allowing it to collect data from Lazada’s pages.
Analyze the Data:
Once collected, store the data securely and use analytical tools to derive insights. You can then use these insights to adjust your business strategies and enhance your offerings.
Ethical Considerations and Compliance
When engaging in data collection from Shopee and Lazada, it’s important to ensure your practices are ethical and comply with the platforms’ terms of service. Unauthorized scraping may result in legal challenges, including being blocked from accessing the website.
Some ethical best practices include:
Respecting Robots.txt Files: Always check if the website’s robots.txt file prohibits scraping of certain areas.
Rate Limiting: Avoid overloading the platform’s servers by scraping responsibly and implementing rate limits.
Using APIs Where Possible: If Shopee or Lazada provides an API, consider using it as a legitimate method for data collection.
Storing Data Securely: Ensure that all the data you collect is stored securely and complies with privacy regulations.
By following these best practices, you can avoid potential legal issues and ensure your scraping Shopee data and scraping Lazada data activities are compliant.
Maximizing the Value of Data Collection from Shopee and Lazada
Once you’ve successfully extracted data from Shopee and Lazada, the next step is to leverage these insights for maximum impact. Some strategies include:
Pricing Optimization: Monitor competitors' prices and adjust your own to stay competitive.
Inventory Planning: Use stock-level data to plan your inventory more effectively, avoiding stockouts and overstock situations.
Marketing Strategy: Analyze customer feedback and reviews to refine your product marketing strategies.
Trend Analysis: Identify emerging product trends and tailor your offerings to meet customer demand.
Conclusion
Shopee data scraping and Lazada data scraping are essential for businesses aiming to gain a competitive edge in the e-commerce space. By effectively extracting and analyzing data from these platforms, companies can enhance decision-making, optimize product offerings, and gain deeper customer insights.
Whether you need to extract Shopee data or extract Lazada data, utilizing the right tools and ethical practices will position your business for success. With data collection from Shopee and Lazada, you'll obtain the insights necessary to thrive in the dynamic online retail environment.
Embrace the power of Shopee data extraction and Lazada data extraction today with Real Data API . Unlock new growth and innovation opportunities by leveraging Real Data API’s advanced solutions. Contact Real Data API to elevate your data strategy and stay ahead in the competitive e-commerce landscape.
#ScrapeShopeeData#ExtracteLazada#LazadaDataScraping#ShopeeDataScraping#WebScraping#DataScraping#DataCollection#DataExtraction#RealDataAPI#usa#uk#uae
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Financial Hacks and Insights No. 10
Online Shopping on a Budget: Tips for College Students in the Philippines
Hey everyone! I’m MJ, a third-year college student here in the Philippines who’s always on the lookout for ways to stretch my budget. If you’re anything like me, you love the convenience of online shopping, but you’ve probably found yourself overspending more than once. Over the past few years, I’ve learned some valuable tips and tricks to avoid impulse purchases, find great deals, and keep track of my spending. Here’s how you can shop smart and save big!
Avoiding Impulse Purchases and Overspending
Impulse purchases can quickly blow your budget. I used to fall into the trap of buying things I didn’t need just because they were on sale or looked appealing in the moment. Here’s what helped me break that habit:
Make a List and Stick to It: Before you start shopping, create a list of what you need. This helps you stay focused and avoid buying unnecessary items. I keep my list on my phone so it’s always handy.
Wait Before Buying: If you find something you want but didn’t plan to buy, give yourself at least 24 hours to think about it. Often, the initial excitement fades, and you realize you don’t really need it.
Set a Budget: Determine how much you can afford to spend before you start shopping. I use a simple budgeting app to set limits for different categories like groceries, clothing, and entertainment. This helps me stay within my means.
Tips for Finding Deals, Using Coupons, and Cashback Websites
Who doesn’t love a good deal? Here’s how I maximize my savings when shopping online:
Compare Prices: Before making a purchase, I always compare prices across different websites. There are plenty of price comparison tools available that make this easy and quick. Some popular shopping sites in the Philippines include Lazada, Shopee, and Zalora.
Use Coupons: There are tons of websites and browser extensions that provide discount codes for various online stores. In the Philippines, websites like VoucherCodes.ph and Picodi offer a wide range of discount codes and vouchers.
Cashback Websites: I’ve saved a lot by using cashback websites like ShopBack Philippines. These sites give you a percentage of your purchase back in cash or points, which can add up over time. It’s like getting a little bonus for shopping!
Sign Up for Newsletters: Many online stores offer a discount when you sign up for their newsletter. It’s a great way to get notified about sales and exclusive offers.
The Importance of Tracking Online Spending
Keeping track of your spending is crucial to staying within your budget. Here’s what I do to monitor my expenses:
Track Your Purchases: I keep a record of all my online purchases in a spreadsheet. It helps me see where my money is going and identify areas where I can cut back.
Review Your Statements: At the end of each month, I review my bank account statements to ensure there are no unauthorized charges. It also gives me a clear picture of my spending habits.
Set Alerts: Most banking apps allow you to set up spending alerts. I have alerts for when I’m close to hitting my budget limit or when a large transaction goes through. This keeps me in check and prevents overspending.
Personal Reflections
When I first started college, I was terrible at managing my money. I’d splurge on clothes, gadgets, and food without thinking twice. But over time, I realized that being mindful of my spending was crucial to avoiding stress and financial trouble.
One memorable lesson was during my sophomore year when I impulsively bought a bunch of décor for my dorm room. While my room looked great, my bank account didn’t. Since then, I’ve become much more disciplined about my spending.
By following these tips, I’ve managed to stay within my budget and even save a little for emergencies. Online shopping can be a great way to find what you need without breaking the bank, as long as you’re smart about it.
Happy shopping, and remember to stay savvy!
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Make it Clifton Guitars
Buy a Guitar+Use Promo Code(Discount)+Get Free Special Edition Love The Wear TShirt
Get and use Codes via Lazada:https://pages.lazada.com.ph/wow/gcp/ph/store_lp/voucher?sellerId=v60xoy&voucherId=vzozm47x2mbrl0&scene=store&domain=SHOP,
Via Shopee: CLIFLILA
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FB: https://facebook.com/cliftonguitars
Tiktok: @cliftonguitars
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Streaming/Downloads:
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Enjoy your shopping!
(CTTOVIDSPHOTOS)
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Maintain your beauty queen look with the fruit of the queen! 👸🏻 Made with 5 more auxiliary ingredients that is specialized for women, BB Lab Pomegranate Collagen S is 100% pure pomegranate concentrated - with no drop of water! One jelly stick is equivalent to one whole pomegranate! It contains low molecular fish collagen for quick and efficient absorption. Loving it's concentrated taste - it doesn't have added sugar either, so all you'll taste is pure pomegrate! It's in jelly form, so it's very convenient and easy to eat. Been taking this, together with BB Lab Collagen Biotin Plus, for more than a month now and my skin is glowing and felt a lot smoother! I also feel full for a few hours after taking one jelly stick. Available in Shopee and Lazada, KBeauty Cafe, SoKo Skins, Amazon. Also available in YesStyle. Use my code YSMIKEE10 to avail discount! PS: Photo is only edited with preset but it's unfiltered; so when I mentioned it made my skin smoother, it sure did! ✨️ DISCLAIMER: Package was generously sent by @bblab_global for me to try and review. All thoughts presented and expressed are based on my own experience with the said product. Furthermore, the creator and the sponsor reserve all the rights to the photos and contents used in this post. Preset from @presetsforless #collagen #pomegranate #koreanproduct #bblab #nutrione #productreview #mommymikeeapproved https://www.instagram.com/p/CowYg0irJ5h/?igshid=NGJjMDIxMWI=
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#lazada#promo code#lazada philippines#lazada promo code#lazada discount code#lazada coupon code#lazada ph
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Psst… 👀 have you heard ? You can now earn more than RM15 of instant discounts when you register with Boost. 🤑 Just follow these steps:
1. Register using my Invite Code (insert referral code)
2. Upgrade to Premium Wallet for free
3. Enjoy more than RM15 worth of rewards from Lazada, Foodpanda, and more.
What are you waiting for? 🤩
Download the Boost App on Google Playstore, App Store, or Huawei App Gallery now 👇
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My ZNT SoundFit wireless headphone/headset review (w/ my Paper Dolls) - Part 1 [Sept 10, 2021]
Hello! Another month for another item that I want to review!
This is Part 1 of my ZNT SoundFit wireless headphone/headset review (with my paper dolls).🎧🙂
NOTE: Now before I review this item, you may be asking “What is ZNT?”. ZNT is a China-based audio brand company and it was found in 2016. The ZNT brand is exclusive to Lazada and their official website in 2018, it’s also available in Shopee. There’s no acronym nor meaning of ZNT is but it’s just an audio brand name, so it’s out of a question (I think). And uh... ZNT doesn’t make a plan on physical store(s) as far as I know, so they’re solely focused on viability online. It’s become one of the most budget-friendly audio brands and most selling underrated brands in the online shopping market, able to compete with other audio brands, such as Awei, Remax, Baseus, etc... And as of now, ZNT is still going strong, plus they’re now producing smartwatches and wireless chargers.
Now back to my topic...
It’s been two years that I haven’t open this item yet, mostly because I’m so busy with other ongoing reviews that I’m tackling on, but now it’s finally revealed in September 2021.
Speaking of which, if you haven’t seen my previous post via recorded video, then please [CLICK ME!].🎦📲
So without further ado, let’s get started:
1st & 2nd Image(s): • Here’s the box itself, with the bottom park had a slightly crumpled but it remains a good condition. • My paper dolls saying that this box looks the perfect fit for them. Hmmm, you think so, huh.😅 You know, I still need that box though for my upcoming YT video review... (That’s probably very soon BTW, so I still need to find a better video editor software.)
3rd & 4th Image(s): • Anyways, side to side, here you see the ZNT’s official website and a QR scan code. I’ve already tried these two, and it straights through their website and also Facebook page respectively.🖱🌐 Here’s take a look of these sites → [CLICK ME! #1], [CLICK ME! #2].
• On the back of the box, you see a little information about the wireless headphone. Hope these features are advertised.🤔
5th & 6th Image(s): • Here’s the actual item itself along with accessories included. As you’ve already watched my recorded video last Saturday (Sept 4th), they remain in good condition without any mold inside or dirt or anything. So I’m relief.😌 • My paper dolls saying that they look like new after a two-year unopen item. Yeah, I know.🙂
7th & 8th Image(s): • Out of the box, here once again are the items including the SoundFit wireless headphone/headset.🎧🙂 • My paper dolls saying that the wireless headphone/headset from ZNT looks cool. Yeah, and I can’t wait to try on, in my upcoming part.😁
9th & 10th Image(s): • Looks like I’ll save that main item in Part 2, but for now, let’s take a look at three accessories; A foldable user manual (with no Chinese text), a micro USB cable, and a 3.5mm (male to male) audio cable. • My paper dolls saying that these accessories are neat, but they’re a little concerned about that micro USB type though. Yeah, well it never gets old, huh...
Overall: • Well, as I said, I’m so relieved that my ZNT item is still intact. Now I do have another ZNT item, which also stayed unopened but that’s going to be revealed very soon. I’ll be doing a comparison with my old Awei A780BL wireless headphone/headset, as well as an audio test with my phone and my PC (via my Ugreen USB Bluetooth adapter) in my separated parts this month. So I’ll promise to finish this item topic by the end of this month.😊 • Anyways, I purchased this wireless headphone/headset for ₱524 🏷 from the Shopee PH app 🇵🇭🛒🌐back in 2019, with discount points that I earned and a free shipping voucher (that’s a HUGE deal, by the way. 😁); original sale price is ₱749, while the actual price is ₱1,200. Unfortunately, as of this 2021 and my post, the SoundFit is no longer available in the online shopping market and it’s already been discontinued on both Shopee and Lazada.😟 And it was replaced by this new model → [CLICK ME!] (which I’m very interested in) Here’s hoping that the SoundFit wireless headphone/headset will return to the online market.🤞
Anyways, that’s all for now. More parts coming up next week. And if you haven’t seen my previous part, then I’ll provide a link down below.↓😉
My ZNT SoundFit wireless headphone/headset: • Opening my parcel [Sept 4th, 2021]
Tagged: @lordromulus90, @bryan360, @carmenramcat
#My Photos#My Photo#MyPhotos#MyPhoto#Photos#Photo#Chowder#Panini#Chowder Panini#Paper Dolls#ZNT#ZNT SoundFit#ZNT Sound Fit#Wireless Headphones#Wireless Headphone#Wireless Headsets#Wireless Headset#Headphones#Headphone#Headsets#Headset#Photography
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Financial Hacks and Insights No. 8
How to Make the Most of Student Discounts: A Guide to the Best Student Discounts Available
Walking into the university cafeteria one sweltering afternoon, I glanced at my dwindling wallet and realized something needed to change. Between tuition, textbooks, and the occasional night out, my budget was wearing thin. That's when I discovered the magic of student discounts—a treasure trove of savings just waiting to be tapped into.
Discovering Student Discounts
It all started with a casual conversation with a friend, Jake. He had just scored a sleek pair of headphones at half the price, thanks to a student discount. "Wait, you didn’t know about student discounts?" he asked, eyes wide with disbelief. That was my epiphany moment. Jake became my Yoda, guiding me through the myriad of discounts that were right under my nose.
The Essentials: Must-Have Discount Apps
ZRewards by ZALORA: ZALORA is already a favorite for online shopping, but with ZRewards, students can unlock even more savings on their trendy finds. It offers exclusive discounts on a wide range of products, from fashion to beauty.
Grab: While not exclusively for students, Grab frequently offers promo codes and discounts that are perfect for those late-night study sessions when cooking just isn’t an option, or for getting around the city safely and affordably.
Local Favorites:
SM Advantage Card: Many students in the Philippines find great value in the SM Advantage Card. It’s not just about grocery shopping; you get points and discounts on a variety of products and services at SM malls.
Lazada and Shopee Student Discounts: These major e-commerce platforms frequently offer student discounts and special promotions. Keep an eye out during sales events and use your student ID to get additional savings.
Pro Tips for Maximizing Student Discounts in the Philippines:
Join Loyalty Programs: Many local shops and restaurants offer loyalty programs that can lead to significant savings over time. Don’t be shy—ask about any student-specific perks when signing up.
Check University Partnerships: Some universities in the Philippines partner with businesses to offer exclusive discounts to their students. Make sure to check your school’s website or bulletin boards for such deals.
Follow Brands on Social Media: Brands often announce special promotions and discounts on their social media pages. Following your favorite brands can keep you updated on the latest student deals.
My First Big Save: The Perfect Pair of Shoes
As a marketing student constantly on the go, from classes to to occasional events, having a comfortable and stylish pair of shoes is essential. My old sneakers were worn out, and I knew I needed a reliable upgrade. With my newfound knowledge of student discounts, I set out to find the perfect pair of shoes that would offer both comfort and style.
Eating Out Without Breaking the Bank
Let's face it—eating out as a student can be a luxury. But with the right discounts, it became an affordable treat. One of my favorite discoveries was the 10% off at Subway with a student ID. It wasn't just Subway; local eateries around the campus often had student specials, especially during exam seasons. I started to keep my eyes peeled for "Student Discount" signs wherever I went.
Discovering Transportation Discounts in the Philippines
Local Commutes
Jeepneys and Tricycles: In many cities, jeepneys and tricycles are the backbone of local transportation. While these modes of transport don’t have formal student discounts, drivers often give reduced fares to students who present their IDs, especially if you’re a regular commuter.
UV Express and P2P Buses: UV Express vans and Point-to-Point (P2P) buses are popular among students for their convenience and speed. While not all operators offer student discounts, some companies provide reduced fares for students during off-peak hours. It’s always worth asking if there’s a student rate.
Pro Tips for Maximizing Student Discounts
Always Ask: Whether you’re at a chain store or a local shop, always ask if they offer student discounts. You’d be surprised how many places do but don’t advertise it.
Keep Your ID Handy: Make it a habit to carry your student ID everywhere. It’s your golden ticket to savings.
Stay Updated: Follow your favorite brands and student discount apps on social media to stay informed about the latest deals and offers.
Final Thoughts: Savoring the Savings
As my university years flew by, the savings from student discounts accumulated, easing the financial strain and allowing me to enjoy my college experience fully. It wasn’t just about saving money; it was about being savvy and making the most of the opportunities available to us students.
Now, as I sip my discounted coffee and type away on my student-priced laptop, I can’t help but smile. The journey of discovering and utilizing student discounts was not just about the financial relief; it was about the empowerment of making smart choices. So, fellow students, embrace the discounts, and may your wallets be ever full!
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Top 5 Reasons Why a Projector is Better than Cinema
Owning a projector is no longer a thing for the rich. The cost of movie projectors has gone down over the years and you can get a really good 1080p projector for less than RM400. Just shoot the projector on a large blank white wall and you will have your very own private home cinema. For a more enjoyable experience, you can include a good set of speakers or a pair of noise-canceling headphones. So does having a projector is better than going to the cinema? In my opinion, it does, and here are the reasons…
1. No risk of COVID-19 infection
While the pandemic is still going strong, it is better to stay away from an enclosed hall with strangers. Even though going to the cinema is generally considered safe with strict SOP, having a projector at home means you can enjoy the movie in the safety of your own home without putting yourself and your loved ones at risk of COVID-19 infection.
2. No distractions
Watching a movie at home means no more crying babies, no more children playing around in the cinema hall, no more annoying leg shaking by others, no more smelly foot, no more other people chit-chatting, no more mobile phone ringing, no more food smell, no taller dude at the front seat blocking your view and no more other people passing by while going to the toilet.
3. Cost effective
Going to the cinema by yourself or with your partner may still be affordable to you. However, if you have a large family and watching a movie together is your thing, then going to the cinema can be a costly affair. Therefore, having a projector is a pocket-saver for a large-movie-loving-family.
4. Comfortable seat
Nothing beats the comfort of your sofa or even your bed. Imagine watching a movie in your home cinema with all the leg-room you need in your most comfortable pajamas covered under your favorite blanket. No one is stopping you!
5. Toilet break
No more anxiety of having a toilet break in the middle of a movie. When you got to go, you got to go. Don’t let a movie hold you up. Let the movie wait for you instead! Take all the time you need and never miss a scene.
This article is written in collaboration with Cheerlux Malaysia. If you are looking for a good set of 1080P budget movie projector for your home cinema, Cheerlux Malaysia is giving away RM5 discount voucher to all Smarter Fans to purchase Cheerlux C9 projector at Lazada and Shopee (Voucher Code: CHEESHB01).
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Umorder ako ng Rudy Project helmet sa Lazada naka-sale kasi from 4k original price 2.5k na lang tapos may 20% discount code pa so 2k na lang sya eh di hindi ko na pinalampas.
Tapos ngayon nagtitingin-tingin akong cycling jersey set, sleeves, gloves, and cycling shoes kasi wala lang para maangas tingnan like this char:
Iniwan ko kasi sa apartment namin ng ex ko yung mga stuff ko pang-bike so back to zero talaga ako. Alam ko sabi ko di na ako gagastos pero nasimulan ko na nung binili ko yung bike eh, tuluy-tuluyin ko na hahahaha. Unahin ko na lang muna yung basic like jersey set, sleeves, and gloves, tapos panghuli na yung cycling shoes kasi sya pinakamahal and pag bumili ako kailangan ko rin magpalit ng clipless pedals sa bike ko.
Tapos iniisip ko na yung upgrade na gagawin ko sa bike ko specifically yung group set para mas gumanda yung takbo ng bike.
Pag nagba-bike ako chine-check out ko lagi yung bike and outfit ng ibang bikers sa daan, kasi isang sign yun kung seryoso ba sila sa pagba-bike or not: dumating na ba sila sa point na nag-iinvest na sila sa magandang brand, upgrades, and proper gear? Kasi kung oo malamang seryoso sila sa pagba-bike at madalas sila yung malalakas. Oo judgemental ako like that.
Kaya feeling ko sa ngayon pag nagba-bike ako naja-judge din ako ng ibang bikers kasi wala pa akong helmet (shet sorry ang kamote rider ko lang), tapos naka-shorts, t-shirt, and running shoes lang ako (for some reason Sandugo sandals yung standard kung wala kang cycling shoes pero ayoko mangitim paa ko haha!).
Pero sabi nga wala sa bike (and I guess, by extension, sa outfit) yan, nasa nagba-bike. I still feel some sense of kinship tuwing nakaka-encounter ako ng biker na di maangas yung porma pero halimaw pala pumadyak. And ganyan din ako mag-isip dati nung nagsisimula pa lang ako mag-bike, I didn't care much about appearances and upgrades basta ang mahalaga nakakapag-bike ako. Kaya lang ayun nga, habang tumatagal talaga you start caring about these things.
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Lazada Voucher & Coupon Codes Mar 2020. Get up to 90% Off on Mobiles, Fashion, Electronics, Beauty & More Using Lazada Promo Codes, Discount Codes, and Coupons. Shop from wide range of collections and redeem more savings.
https://www.rezeem.ph/lazada-coupons
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6th LAZADA BirthDay Festival 15$ OFF on 200$ Shopping. https://goo.gl/sfsA5j
#voucher codes#lazada#promo codes#lazadaDeals#lazadaDiscounts#lazada discount codes#lazadabirthday#lazada birthday sale
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You'll find a large collection of portable speakers that work well with multiple devices. Pick the best product from your favorite brand and travel with impeccable music. Buy now and save up to 97% at Lazada.
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lazada promo code
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