Global Mobile App Database Creation

@hirujiyu

➰➰ EXPERIENCED DATA COLLECTION & APP STORE RESEARCH SPECIALIST | 8+ YEARS Hi there, Yes, I have experience building automated data extraction pipelines, working with public APIs, web scraping frameworks, and large dataset processing to deliver clean, structured, and de-duplicated outputs. ⚫ Key Deliverables: ✔️ Collection of 10,000+ iOS & Android app listings ✔️ App name, developer, platform, category/use-case mapping ✔️ Country/region and language identification (where available) ✔️ Store URLs for verification ✔️ UTF-8 encoded CSV/Excel dataset ✔️ Duplicate detection and data cleansing ✔️ README documenting methodology and data sources ⭕ Do you want coverage across all app categories or should we prioritize specific industries? ⭕ Is 10,000 the minimum target, or would you like the dataset expanded if additional records are available? ⚡ I have experience building custom crawlers and automated data-processing workflows that can efficiently collect, validate, and structure large volumes of app marketplace data while maintaining data quality and consistency. ➰ Let's discuss the target coverage, data quality requirements, and timeline so I can propose the most efficient collection strategy. Thank you.

@infowider11

⭐️⭐️⭐️ Large-Scale App Store & Google Play Database Collection ⭐️⭐️⭐️ Hello, I checked the JD and understand that you want to build a comprehensive reference database of at least 10,000 iOS and Android applications from multiple countries and languages, capturing detailed metadata in a clean, de-duplicated CSV or Excel dataset with documented collection methodology. Main Features: * Collection of 10,000+ mobile apps * Apple App Store data extraction * Google Play Store data extraction * App name collection * Platform identification * Developer/company information * Primary use-case categorization * Country or region mapping * Language identification * Direct store URL capture * Free and paid app coverage * Multi-country data gathering * Multi-language support * UTF-8 encoded output * CSV export * Excel export * Duplicate detection and removal * Data validation and quality checks * Structured dataset formatting * Categorized records * Metadata normalization * Scalable data collection pipeline * Automated extraction workflow * Store listing verification * Consistent field mapping * README with collection methodology Let’s chat… Thanks

@Microlent

Building a database of 10,000 iOS and Android titles across global markets requires a smart approach to handling non-Latin characters and store-specific rate limits. Traditional scraping often hits walls with region-locked content, so I focus on using localized headers to ensure we capture the correct language strings for every territory. I have a crawler setup using Python and Selenium that manages IP rotation and CAPTCHA hurdles to extract clean data from dynamic App Store and Google Play pages. I used this same foundation for a high-volume web scraping automation project to deliver structured datasets from complex sites [freelancer_portfolio link: https://www.freelancer.com/portfolio-items/11349812-web-scraping-automation]. I will prioritize the de-duplication logic early in the script to ensure the 10,000 entries are unique across both stores. I can put together a quick clean UTF-8 encoded CSV for free so you can see the approach first. Best, Rajesh

@leelakalidas32

Hello, I can build and deliver a comprehensive, de-duplicated database of 10,000+ mobile applications sourced from both the Apple App Store and Google Play Store, covering multiple countries, languages, categories, and both free and paid listings.

@diektech

Hi — Elias here from Miami. I see you're building a comprehensive reference database to support product development decisions. This is a crucial step for ensuring that your team has access to the right data at the right time. The real challenge often lies in data integration and management. A common issue in projects like this is ensuring that the data sources are reliable and scalable, while also maintaining clarity in user roles and access permissions. Looks straightforward initially, but as data grows, the complexity can increase significantly. My approach would focus on structuring the database with a robust API for seamless data retrieval and integration. I emphasize stability and maintainability, ensuring that future expansions can be accommodated easily. I've worked on similar systems before, where I implemented efficient data collection and management strategies that scaled effectively. A few questions to better understand the scope: Q1 – What specific data sources do you plan to integrate into the database? Q2 – Are there any particular user roles or permissions that need to be managed? Q3 – What are your expectations for scaling this database as your product line grows? Happy to go through the details and suggest the best technical approach. Looking forward to hearing from you.

@corpmember29

Hello, I have carefully reviewed your requirements and understand that you need a large-scale, well-structured database of 10,000+ iOS and Android applications collected from multiple countries, regions, languages, and categories across both app stores. With 10+ years of experience in software development, web scraping, data collection, automation, and large dataset processing, I can build an efficient collection pipeline to gather, validate, de-duplicate, and organize the required app information into a clean UTF-8 encoded CSV/Excel dataset. The final deliverable will include app name, platform, developer/company, primary use case, country/region (where identifiable), listing language(s), direct store URLs, and a detailed README documenting the collection methodology, tools, APIs, and validation process used during extraction. I have experience working with automated crawlers, APIs, data enrichment workflows, and large-scale data processing to ensure both speed and accuracy while maintaining data quality. I WILL PROVIDE 2 YEARS OF FREE ONGOING SUPPORT AND COMPLETE SOURCE CODE FOR ALL AUTOMATION SCRIPTS DEVELOPED. WE WILL WORK WITH AGILE METHODOLOGY AND I WILL ASSIST YOU FROM DATA COLLECTION THROUGH FINAL DELIVERY AND VALIDATION. I am available on desk as per your convenient time zone and will work on your project until you satisfied with my work. Thanks Christina

@ESOLUTIONSSS

Hello, I'll be glad to assist you with this project. I can work with you during the next hours to have this done. I will complete this project with 100% accuracy. Click on the "CHAT" button so we will discuss it in detail. I'm always online and available. Please feel free to contact me at any time. I am available 24/7 for support. Best Regards Sandeep

@skalogir

Hi there, I understand you need a clean reference database of at least 10,000 iOS and Android apps across countries, languages, free/paid listings, developers, use cases, origin regions, listing languages, platforms, and direct store URLs. I have strong experience with large-scale data collection, App Store and Google Play research, API-based enrichment, scraping workflows, deduplication, UTF-8 CSV/Excel formatting, metadata normalization, and methodology documentation. I will collect verified app records from available store data sources, classify each app by task/use case and platform, clean duplicates, preserve multilingual text correctly, and deliver a structured dataset with a README covering tools, sources, limits, and validation steps. Q1: Do you prefer CSV, Excel, or both formats? Q2: Should categories be evenly distributed, or is broad coverage enough? Q3: Do you require current ranking/popularity data, or only the listed metadata fields? Best regards

@Hammadhassan21

Hey, i will build a clean and professional multi page (Python-based data scraping, crawling and API aggregation system) website for your (global mobile app database project) that is focused on improving their online presence, building trust, and helping them get more clients and bookings I will work directly on the required platform/account to design structured data collection pipeline using App Store and Google Play APIs and scraping tools, extracting 10,000+ app listings with deduplication, multilingual support, UTF-8 CSV/Excel export, including developer, country/region, platform and store URLs. i am interested to doing this work and i am agree with your budget Do you have a preferred design style or any reference websites you want me to follow for your project? portfolio: https://www.freelancer.com/u/Hammadhassan21 Best Regards: Hammad Hassan

@Srashtasoft

Hi there, I have read your project requirement. You need a large-scale reference database containing 10,000+ iOS and Android apps from multiple countries and languages, with clean, de-duplicated data including app names, platforms, developers, use cases, regions, languages, and store URLs. The final deliverable should be provided in UTF-8 encoded CSV/Excel format along with documentation of the collection methodology. We can leverage automated crawling and API-based data collection to build a scalable dataset, ensuring data quality, proper Unicode support, and comprehensive coverage across both the App Store and Google Play. To proceed, I need to confirm: ======================== Which countries or regions should be prioritized, or should we aim for maximum global coverage? Do you require specific app categories (AI, productivity, finance, etc.) or all categories? Is 10,000 apps the minimum target, with expansion to larger datasets in the future? Do you prefer CSV, Excel, or both formats for delivery? Best Regards, SrashtaSoft Team

@InterconnectBPO

I specialize in creating comprehensive mobile app databases to support product development decisions. With a keen eye for detail, I will ensure that your database includes over 10,000 iOS and Android titles from a global perspective, covering both free and paid listings. I understand the need for specific data fields such as app names, supported platforms, developers, primary use cases, regions of origin, languages, and store URLs for verification. Accuracy and completeness are my top priorities. My team has the expertise and experience to deliver high-quality results efficiently. We have 20+ 5-star reviews on similar projects! THE WORST THAT CAN HAPPEN IS YOU WALK AWAY WITH A FREE CONSULTATION! Regards, InterconnectBPO

@point2solutions

⭕⭕⭕ Large-Scale App Store & Google Play Database Collection ⭕⭕⭕ Hello, I'll build and deliver a comprehensive, de-duplicated database of 10,000+ iOS and Android applications sourced across multiple countries and languages, using automated data collection pipelines, structured validation, and UTF-8 compliant export formats for accurate product research and analysis. Key Features 10,000+ App Records Collection, Apple App Store & Google Play Coverage, Multi-Country & Multi-Language Data Gathering, Developer & Company Identification, Use-Case Categorization, Region & Language Mapping, Store URL Verification, Data Cleaning & De-Duplication, CSV & Excel Export (UTF-8), Automated Collection Methodology Documentation, README & Handover Report READY TO START WORK IMMEDIATELY!!!!! Thanks

@ciss26

Hello, I hope you are doing well. I understand that you are looking to build a MOBILE APPLICATION and I would be happy to help. I have extensive experience in designing and developing Application and have successfully delivered many projects. What I offer: -Development using the latest technologies -Daily project updates and clear communication -On-time delivery within the agreed timeline -Complete source code provided after project completion -One year of support for the developed work -10+ years of experience in web and app development -Fully responsive, fast-loading, and SEO-friendly design -A powerful super admin panel to manage the entire system Please feel free to initiate a chat so we can discuss your requirements in detail. Thank you and regards, Dheeraj K.

@pinkeegupta

Hi I will be able to help you. Please message me so that we will have detail technical discussion. I have 9+ years of combined experience in Mobile Application development, Website development, Desktop application development, 3rd party Artificial Intelligence api, AR/ VR, Chatbot, Blockchain- Cryptocurrency, CRM & ERP, Game Development and any other Software development. Please consider me and initiate a chat for further detailed discussion. Regards, Anju

@lokeshsaurav

Hi, I have extensive experience building data extraction, scraping, and automation pipelines for large-scale datasets. I can collect and normalize 10,000+ App Store and Google Play listings, enrich them with the required metadata, remove duplicates, and deliver a clean UTF-8 CSV/Excel dataset along with a documented collection methodology. I work with automated crawlers, APIs, and custom scraping solutions to gather data efficiently at scale while maintaining data quality and consistency. The final deliverable will include direct store URLs, language support, developer details, use-case categorization, and all other requested fields. I'm confident I can complete this project quickly and would be happy to discuss the scope and timeline. Thanks!

@codefusion53

Hi, I am Justin, a senior freelancer who builds scalable data assets for product teams. I can create a global mobile app reference database covering iOS and Android titles from every country and language, targeting 10,000+ entries. Each record will include App name, Platform (Apple, Android, or both), Developer (publicly listed), Primary task or use case, Country/region of origin, Language(s) of listing, and the direct store URL. The final dataset will be delivered as a clean, de-duplicated CSV or Excel file encoded in UTF-8, plus a concise README detailing collection methodology, data sources, tooling, and validation steps. I will use a modular crawler stack and trusted sources to maximize speed and breadth, with dedup and normalization to ensure consistency. I propose a phased approach: Phase 1 deliverable of a representative baseline (about 1,500–2,000 records) for schema validation, followed by expansion toward 10,000+ and a QA pass. If you have existing crawler access or APIs, I can integrate them to accelerate delivery. The 250–750 USD budget supports a solid baseline plus a plan for scale, with clear milestones and handoff documentation. Best, Justin

@dfordesigners

Hi there, I specialize in data collection and management for mobile applications. With experience in building similar databases for global projects, I can efficiently gather and organize the required information from various app stores. My approach ensures accurate and comprehensive data collection, delivered in a user-friendly format. Let's discuss how I can assist in creating a valuable mobile app database for your product-development decisions. Thank you.

@mubeenm5026

As the leading force behind Web Crest, a team of highly skilled and experienced professionals, I can confidently say we are the perfect fit for your Global Mobile App Database Creation project. Our expertise lies in Android development, Mobile App Development, and Python- exactly what you need for this venture! Our vast knowledge in App Store /Google Play data extraction and parsing will guarantee you maximum speed and coverage for your desired database. Beyond just technical skills, we pride ourselves on offering solutions that go beyond clients' expectation. We have been in this line of work long enough not only to understand the importance of data but also to know the best way to present it; your de-duplicated CSV or Excel file with UTF-8 encoding will come complete with a short README explaining our collection methodology, automated tools, APIs, and any other specifications pertinent to the project. Efficiency and quality are watchwords at Web Crest. We assure you of our commitment to deliver a clean and comprehensive dataset in line with your specifications. We consider our job as not just "doing what was asked" but going above and beyond by putting valuable thought into how we can serve you even better. You have my word on this! Let's talk about your unique needs further and allow us to turn our surfeit of skill into genuinely useful capabilities for your project.

@rbtech1984

Hi There!!! ★★★★ (Large-scale mobile app data collection system for 10,000+ global apps ★★★★) **Project understanding:** I understand you need a structured global database of at least 10,000 iOS and Android apps collected from App Store and Google Play. Each entry must include app metadata like name, platform, developer, use-case, region, language, and verified store links, delivered in a clean CSV/Excel format with de-duplication and UTF-8 support. ⚜ Automated scraping pipeline for App Store & Google Play data extraction ⚜ API-based collection using scalable Python crawlers (async processing) ⚜ Data cleaning, normalization & duplicate removal system ⚜ Multi-language UTF-8 safe structured dataset generation ⚜ Classification of apps by category, use-case, region & platform ⚜ Verified URL mapping with validation checks ⚜ Documentation (README) with full methodology & tooling details I have strong experience in Python web scraping, API data extraction and large dataset structuring. I would use Python (Scrapy / Playwright / requests), plus data pipelines with Pandas for cleaning and export. The approach would be phased: crawler setup → data harvesting → validation → enrichment → final structured export. Happy to discuss if you already have preferred sources or API access for faster scaling. Warm Regards, Farhin B.