Multi-platform Social Media Data Extraction

@mascotindia123

Hello, I can help you structure and build a unified data extraction pipeline for the 4 platforms (Instagram, X, Bluesky, and TikTok) and deliver a clean CSV/Excel dataset with standardized fields across all sources. My approach: Extract post-level metadata from each platform using appropriate APIs and compliant scraping methods Normalize all timestamps into Europe/Paris timezone for consistency Collect required fields: post URL, caption/text, likes, comments, media URL, and author-comment count (where accessible) Merge all datasets into a single structured schema for clean analysis Ensure deduplication and format consistency across all platforms Deliver final output as a single CSV/Excel file with verified column alignment I will also validate data completeness and flag any missing fields due to platform restrictions (especially for Instagram/TikTok where API limits apply). I can start immediately and confirm delivery within a short turnaround after access/setup details are shared. Warm regards, Harpreet Singh

@eliaa

Hello, I see you need a reliable scraper to extract metadata from posts across multiple social platforms. The hidden challenge is handling different data structures and anti-scraping measures these platforms use. Our team has over 10 years of experience with backend Laravel and PHP, plus frontend skills in Vue.js and React.js, enabling us to build efficient scrapers with robust data handling. You can check samples from our work at https://www.freelancer.com/u/eliaa Looking forward to hearing from you. Best Regards, Elia Fawzy.

@giaphung2k1

Hello Data scrape. Need expert. Have 5+ years scrape experience. Built many data pipelines. Delivered clean data. Faster. Ready scrape. Let's talk. Giáp Văn Hưng

@toriquldev123

Hello There! I can extract and compile all required data from the 4 platforms into a clean, unified dataset. My approach: • Use APIs where available (Bluesky) and scraping for others • Collect post URL, timestamp (converted to Europe/Paris), caption, likes, comments, media link • Handle large volumes (X + Bluesky) efficiently • Structure all data into a single clean CSV/Excel with standardized columns • Ensure accuracy and remove duplicates Experience: • Multi-platform social media scraping and data normalization • Handling large datasets and timezone conversions • Delivering clean, analysis-ready datasets I can complete this within your budget and deliver quickly with verified data. Best regards, Md Toriqul Islam

@deividvasquez625

Hello, My name is Claudio Martinez, Computer Engineer with 15+ years of experience in data extraction, automation, APIs, and large-scale scraping projects. I can help you collect and standardize the metadata from the 4 platforms listed in the Linktree (X/Twitter, Bluesky, Instagram, and TikTok) into a single clean Excel/CSV file with the exact unified structure you described. The deliverable would include for each post: * Post URL * Publication date/time converted to Europe/Paris timezone * Caption/text * Likes count * Comments count * Direct media URL * Author comment count (where technically accessible) I have experience working with: * Social media scraping and APIs * AT Protocol / Bluesky * Automation with Python and Node.js * Large dataset handling * CSV/Excel normalization and cleanup For this task, I estimate: * Delivery time: approximately 2–4 days * Budget: acceptable within your stated $40–50 range depending on final extraction requirements and platform limitations I also understand the practical limitations and anti-bot restrictions of some platforms, and I can structure the extraction process to minimize proxy/API costs while maximizing completeness and reliability. I’m available to start immediately and can provide progress updates during the extraction process.

@ahmedsadek111124

Hello, I can help with extracting the specified metadata from the four social media platforms into a clean, unified Excel or CSV file as you described. I will ensure the date/time is converted to Europe/Paris timezone and keep the data columns standardized for easy analysis. I can support this task using Python and relevant APIs to efficiently gather the post details and engagement metrics you need. Looking forward to making this process smooth and reliable for you. Do you have any preference for how the data should be validated or checked for completeness before delivery? Best regards,

@eshA0010

With my expertise in Excel and data scraping, your project is a perfect fit for me. I have extensive experience extracting and organizing data from various sources, making me adept at handling multiple social media platforms, just like this task demands. My skills extend to utilizing macros, VBA Automation, and Power Query to create efficient and reliable systems - exactly what you need for standardized and structured data extraction across Instagram, X/Twitter, Bluesky, and TikTok. Moreover, my proficiency in Python and web scraping will enhance the quality of your deliverables. I can convert the publication time zone to Europe/Paris as required while ensuring accurate extraction of the specified data points: post URL, date & time of publication, caption text, total likes & comments, media link, and bonus request. Having served businesses by turning complex data into refined insights through clear reporting and analysis, I value accuracy above all else. As such, rest assured that not only will I provide you a clean and unified Excel or CSV file but also meet your estimated delivery time frame. Let's collaborate on this project; I am excited to showcase how my skills can significantly contribute to its successful completion. Together we can make certain that you get the highest level of precision for your social media analytics at an affordable cost!

@amjad2

Hello, Could you clarify whether you have specific timelines for when you need this metadata extracted? I can develop a tailored scraper to gather the required data points from each of the four platforms efficiently and ensure they match your specified format. To execute this task, I’d like to ask: 1. Are there any particular filters or criteria you want for the data extraction, such as date ranges? 2. For the media links, should I include only images and videos, or any other media types? 3. Do you need the data organized in a particular order within the Excel or CSV file? 4. Would you prefer any additional metrics beyond those listed, especially for future needs? 5. What is your deadline for delivering the completed data set? I can work within your budget of $40-$50, with timelines depending on the complexity once I’ve discussed the details. Let’s make this happen! Relevant Portfolio: • https://www.freelancer.com/u/amjad2 Best Regards, Amjad Iqbal

@engruhulajom

Hello, I can complete this extraction within your stated budget and deliver a single normalized CSV/XLSX containing data from Instagram, X/Twitter, Bluesky, and TikTok. My approach: • Bluesky → official AT Protocol/API (fast + reliable) • X/Twitter → structured scraping with timestamp + engagement extraction • Instagram/TikTok → metadata scraping for public posts only, including captions, likes, comments, and media URLs • All timestamps converted accurately to Europe/Paris timezone • Unified schema across all platforms Columns will include: Platform | Post URL | Published Date/Time (Europe/Paris) | Caption/Text | Likes | Comments | Media URL | Author Comment Count (if retrievable) I will also: • deduplicate records • validate timestamps • clean broken media links • preserve UTF-8 characters/emojis correctly Estimated delivery: 24–48 hours depending on TikTok/X rate limiting. Tech stack: Python + Playwright/Requests + pandas + AT Protocol endpoints. I can start immediately once you provide confirmation.

@toobasyed1996

Hello, Transform your social media into a powerful growth engine. As a dedicated digital marketing professional, I specialize in driving sales and lead generation through expert social media management. I craft and implement tailored strategies across Linkedin, Twitter, Tiktok, Instagram, and Facebook, focusing on engaging, high-impact content that resonates with your audience. My services include: * Strategic Social Media Management: Proactive oversight for consistent brand voice and optimal engagement. * Results-Driven Lead & Sales Generation: Targeted campaigns to convert followers into customers. * Compelling Content Creation: Dynamic visuals and persuasive copy that stand out. * Platform-Specific Optimization: Maximizing reach and ROI on each channel. I am committed to delivering exceptional quality aligned with your marketing objectives. Let's collaborate to amplify your brand's influence and achieve your goals. Warm regards, Tooba S.

@loxtic

Hi, how are you doing? I have experience building data scrapers across Instagram, X/Twitter, Bluesky, and TikTok, and I’ve delivered unified CSVs with consistent schemas for multi-platform data. I can surface post URLs, exact timestamps (converted to Europe/Paris), captions, likes, comments, media links, and author comment counts, then deliver a clean single file within your budget and timeline. I can demo prior work if needed. Let me know further if interested

@AzeemCodes7

I'm a certified AI, Python Automation & Data Analyst specialist with hands-on experience in web scraping, Selenium, Playwright, Flask, n8n workflow automation, and data analysis using Python, R, Pandas, and NumPy. I don't just deliver code — I deliver working solutions that save your time and reduce manual effort. I hold certifications in AI Development (IBM) and Python Automation & Data Science (Coursera & Packt), so you can trust that my work is professional and up to standard. I'm available to start immediately, communicate regularly, and will not close the contract until you are 100% satisfied. Let's discuss your project — feel free to send me a message!

@agustingonzalog

Hello, I can help you efficiently extract metadata from the specified social media platforms for the creator. Approach: • Simple and straightforward process • Ensuring all data is properly organized Technologies: • PHP, Python, Excel, Web Scraping Extras: • Verification that everything functions correctly after extraction • Brief documentation regarding any changes made Timeline: • 3–4 days Goal: To deliver a clean and unified Excel or CSV file with all required data points—hassle-free. Ready to get started. Agustin

@serviceaxisgroup

Hi, I can help with a clean CSV/Excel of every post’s metadata across Instagram, X/Twitter, Bluesky, and TikTok for the specified creator. I’ll build a Python scraper per platform, normalize fields into one unified schema, and convert all publication timestamps to Europe/Paris. 9k volumes. Can you confirm the Linktree profile links should be the exact source of truth and whether you prefer CSV or Excel output? If you share the target creator handle(s) from the profiles, I can give a firm delivery estimate and start right away.

@ammark477

What a lot of creators overlook is the importance of having a consistent and complete dataset across social media platforms. Extracting metadata is key, and you need someone who can efficiently navigate the different APIs and formats to get you what you need. I can scrape the metadata from all four platforms you mentioned and deliver a clean, unified Excel or CSV file containing the data points you're after, including timezone conversion for the publication dates. I’ve done similar scraping projects before, so I’m familiar with maintaining consistency across diverse platforms. As a quick thought, if you’re open to it, I can also suggest ways to automate future data extraction, reducing the need for manual work. I’d estimate the initial deliverable to be completed in about 7 days. Happy to share a few early ideas, want me to put something together?

@ahmadraza001912

As an experienced full-stack developer, I come equipped with the skills and mindset necessary to tackle your demanding data scraping project. I am proficient in Python, a juggernaut for web scraping, ensuring that our approach will be efficient and effective. Moreover, my experience with APIs stands out as your project involves working with several diverse social media platforms. This skill yields a unique understanding of how these systems function, further honing the extraction process. With my deep understanding of databases, we can ensure that the standardized Excel or CSV file is clean, accurate and structured in precisely the manner you expect. Playing into this is my proficiency with time zones which is crucial for your project's success. Trust me to provide you with accurate data converted into the Europe/Paris time zone as per your requirements. Not only do I offer comprehensive technical expertise that aligns closely with this project's demands, but I also bring to the table strong work ethics such as clear pre-coding requirement understanding, clean & readable code and swift turnaround. Choosing me means entrusting your business insights to a professional dedicated to delivering work of uncompromising quality within your timeframe and budget. Let's make your data insightful.

@tanjiruls27

I am MD. TANJIRUL ISLAM, an expert in data extraction and analysis with a specific proficiency in Excel and Instagram. Your project aligns perfectly with my skillset and experience. I have successfully completed similar tasks in the past, emphasizing on extracting data from multiple platforms and formatting it into standardized layouts for easy analysis. дан въпросчете от всички социални медии платформи заъ неначална страница. Moreover, as you mentioned the task involves converting the exact date and time of publication to a specific timezone, my expertise in data management will come in handy with this requirement. I'm well versed in such transformations while ensuring no loss of accuracy. My clients value my transparency, timely updates, and commitment to their satisfaction - qualities that make me stand out from others. My fastidious approach towards work also guarantees accuracy without compromising speed - important factors given the estimated volume of this task. Land on me as your preferred choice for efficient delivery within your budgetary constraints.

@ArasakaSystems

Your biggest risk here probably isn’t scraping the data—it’s ensuring a consistent and unified dataset that truly supports your analysis across these diverse platforms. Each platform’s metadata nuances, especially time zone conversions and author comments, demand careful normalization beyond basic extraction. I’d approach this by building a tailored pipeline that treats each platform’s API and HTML quirks as data sources feeding into a single schema, focusing on reliable date-time alignment to Europe/Paris and accurately counting author comments without unnecessary overhead. Leveraging Bluesky’s open API where possible will streamline the process, while lightweight scraping and rate limiting will handle the rest efficiently. Let’s discuss how quickly you need the clean CSV; I can adapt to your timeline within budget.