Extract mdb table file textdatabasepráce

I'd need to extract names web-pages and emails from online database. It will have about 250 entries. Website:

Disassemble Freescale MPC5674F hex file to assembler. IDA PRO, winhex is a must!

1. Need to download product description 2. Need to transfer into plain text 3. Need to format H1, H2 and table result will be well formated text with proper HTML tags See below: FROM THIS ----------------------------------------------------- Popis výrobku Brusinkový čaj na močové cesty Bylinný čaj porcovaný v nálevových sáčcích. Brusinky obsahují antioxidanty, přispívají k normální funkci močové soustavy, podporují přirozenou obranyschopnost. Bříza, šípek a zlatobýl přispívají k normální funkci ledvin a močových cest. Kopřiva a přeslička podporují vylučování. Složen&...

I AM LOOKING FOR A CAD DESIGNER TO CREATE A LIGHT WEIGHT YET TRENDY PROTECTIVE CASE THAT SLIPS RIGHT OVER THE LATEST IPAD PRO. HERE IS A LINK FOR THE SPECIFICATIONS FOR THE IPAD PRO. PLEASE REFER TO SIZE AND WEIGHT SPECIFICATIONS FOR DESIGNING GUIDELINES. FORMATTING FOR THE CAD FILE MUST BE IN .STEP, .STP, .STL, .OBJ

I'm looking for an experienced application developer who is also skilled in UI/UX design to create a futuristic, visually appealing, and user-friendly design for an app I'm developing. Key aspects: - Platforms: The app will be available on both iOS and Android, so you should have experience with both platforms. - Purpose: The ap...ideal candidate should have: - Proven experience in developing and designing productivity apps. - Strong portfolio demonstrating a futuristic design style. - Proficiency in both iOS and Android platforms. - Solid understanding of UI/UX principles. Your role will be pivotal in shaping the app's success, so I'm looking for an individual who can bring innovation, creativity, and functionality to the table. If you believe you fit the bi...

I'm seeking a talented video creator to produce a live-action video for me. The goal is to introduce our product to businesses in a specific industry. Key points and requirements: - The video should be creative and engaging, designed to capture the interest of potential ...creative and engaging, designed to capture the interest of potential business partners in the industry - Experience in creating similar type of videos or a strong portfolio showcasing your video production skills would be preferred - A good understanding of the product and the industry it is intended for will be a significant advantage - You should be able to bring fresh, creative ideas to the table on how to make the product introduction memorable and impactful for our target audience. I look forward to ...

I am looking for a developer who could develop a iOS IPhone app. It should do following Use a authentifcation based on a MySQL database table (for login) store that login as session that I not need each time again login. Create a connection between that MySQL and grab data and display that on app. Store that data like on cache that I can see that data also offline. I only will answer to developer who native language are English or German and who could show some iOS work.

...engaging article that introduces the reader to the world of large conference tables. This article should be between 1,200 and 1,500 words, and provide a mix of information and benefits that really sells the concept of these tables. Key Points to Cover: - Introduction to different types of large conference tables available in the market - Factors to consider when choosing the right large conference table - Benefits and advantages of utilizing large conference tables in a professional setting - Article needs to reference l3-5 links which will be provided upon awarding the project The target audience for this article is general, so the content should be approachable and informative to all readers. The tone should be professional and engaging, keeping the reader interested from sta...

... Key points that should be covered in the article include: - Different designs and styles: The writer should explore the various design options available for square conference tables, discussing contemporary, minimalist, classic, or any other popular styles in the market. - Benefits and features: The article should highlight the practical and aesthetic benefits of choosing a square conference table over other shapes. This could include space-saving benefits, visual symmetry, or ease of communication between participants. - General information: The writer should provide a comprehensive overview of square conference tables, including their history, common materials used for construction, and any other relevant information. The ideal candidate for this project should have: - Prove...

I'm seeking a skilled ... with no specific limit. - Predefined Output Path: Users should have the option to assign a default output path for the signed files. - PDF Signature Display: For PDF documents, the utility should display the signature as an optional feature. The goal is to have this utility developed within a month. Ideal skills for this project include: - Proficiency in programming languages suitable for file processing (e.g. Python, Java) - Experience in developing software utilities or tools - Familiarity with e-signing mechanisms and standards - Prior experience in working with PDF, XML, JSON, and Text files - Ability to create a user-friendly interface for the utility. If you have the required skills and can deliver within the specified time frame, please s...

I'm looking for a data entry specialist to extract text data from scanned documents and input it into a database. Key Requirements: - Data Entry: Your primary task will be to accurately transfer text data from scanned documents into a digital database. - Attention to Detail: Precision and accuracy are essential to ensure the database is error-free. - Timeliness: The task should be done in a timely manner to keep the project on track. Ideal Skills: - Proficiency in English: Since the data is in text format, a strong command of English is necessary. - Data Entry Experience: Previous experience in data entry is a plus. - Familiarity with Database Management: Basic knowledge of database operations is a bonus. Looking forward to your bids.

I need a tool that extracts specific content (text and images) from PDF files and adds this data into a CSV file under designated headers. Key Requirements: - The tool should be designed specifically for Windows OS. PDF Data Extraction: - Need the tool to extract both text and images from the PDFs. CSV Insertion: - The extracted data should be sorted correctly under their respective column headers in a CSV file. Consistent PDF Structure: - It is important that the tool can handle data extraction from PDFs with a consistent structure. Ideal Skills and Experience: - Proficiency in developing Windows-based tools. - Experience with PDF data extraction. - Familiarity with CSV file manipulation in Python or related languages.

I'm looking for a freelancer to be the model for ultrasound demonstrations at a medical conference. These demonstrations will not focus on diagnosing a medical condition, but rather show...are medically trained. - Physical characteristics are not a barrier to apply, we are not looking specifically for a sports or fashion model. Please note: - The purpose of this project isn't about detecting specific medical condition. It's solely for the purpose of demonstrating the usage of an ultrasound medical device. - The successful candidate should have abilities to get onto a scanning table, to lie on your back and on your sides. - Professionalism in presentation and ability to be discrete about the company's activities at the conference. _ Lunch and breaks will have ...

I'm looking for a data entry specialist to extract text data from scanned documents and input it into a database. Key Requirements: - Data Entry: Your primary task will be to accurately transfer text data from scanned documents into a digital database. - Attention to Detail: Precision and accuracy are essential to ensure the database is error-free. - Timeliness: The task should be done in a timely manner to keep the project on track. Ideal Skills: - Proficiency in English: Since the data is in text format, a strong command of English is necessary. - Data Entry Experience: Previous experience in data entry is a plus. - Familiarity with Database Management: Basic knowledge of database operations is a bonus. Looking forward to your bids.

Looking for help in modifying an existing python script and related sql database table The current script - (1) scrapes company financial data from website and populates database (2) scrapes news related to keywords from google news (3)sentiment classification of news items (4)pushes data to sql database The company names and keywords are currently hardcoded in the script Requirement- (1) Company names/urls/keywords (will be provided) to be put in master table in the database (2) The script to loop through and scrape the relevant data and put in database

I'm looking for a freelancer who's great at web scraping to help with a project involving a specific website initially, with potential for more. I'll give you the specific data fields to extract. It'd be great if you: Are really good at web scraping and or Python. Know your way around MS SQL Server databases, not essential but definately an advantage. Understand how to extract data effectively. Understand the need for security and captcha integration if needed. Can work quickly since this project is a priority and needs to be done ASAP. Ultimately, I want to be able to manage the code with your ongoing help, so this could lead to a long-term partnership. I'll share the full details when needed. You will provide source code, documentation and deployme...

I have an Adobe Illustrator file that I need to be converted into a .png file for use in PowerPoint. When doing this, the .ai file shall also be updated by removing all unused elements and provided to me. The size of the resulting .png shall be small only including the elements I want without extra space surrounding it. Key points: - I need the .png file to be compatible and high quality within PowerPoint. - I'm flexible with dimensions but would appreciate advice on the best size for this purpose. Ideal experience and skills for this project: - Proficiency in Adobe Illustrator and PowerPoint. - Strong understanding of file conversion and optimization for PowerPoint. - Ability to communicate and provide guidance on appropriate dimensions.

I need someone to extract the data from a PDF file and build it into a Word document. The purpose of this is to make the content editable. - The PDF is simple, with only text and no complicated layouts, images or tables. - I would like the extracted text in the Word document to have a specific formatting style applied where headings are large, words are small. Ideal candidates should have experience with PDF to Word conversion, and possess skills in editing and formatting. Being detail-oriented is a major plus. Please note that the extracted content must be accurate and the final Word document should maintain a professional finish. Do NOT deliver this as a simple export because I could easily do that. Run grammar checking for English (Australia)

...This project requires full-time engagement to achieve the best results possible. Specifically, I'm looking for someone with experience in Natural Language Processing (NLP). This project will involve analyzing large datasets of text and quotes, in order to develop a powerful natural language processing model. The model should have the ability to classify quotes by sentiment, recognize intent and extract entities from the text. There will also be opportunities to explore new techniques for natural language understanding and machine learning. The right candidate should have excellent problem-solving skills, knowledge of machine learning and natural language processing algorithms, as well as experience with data visualization tools such as Tableau. Additionally, the ideal per...

I need someone who is proficient in data analysis, particularly with unstructured data sets. The primary goal of this project is to extract insights from both text and numerical data. You'll also be required to perform machine learning techniques such as LDA and NMF. Key Responsibilities: - Extracting insights from unstructured text and numerical data - Utilizing machine learning techniques like LDA, NMF, etc. - Ensuring an ethical approach to data analysis - Asking the right questions for analysis and providing detailed insights Requirements: - Extensive experience in data analysis, particularly with unstructured data - Proficiency in machine learning techniques like LDA and NMF - Strong ethical understanding and the ability to consider ethical implications in data analysis...

I need a modern, eye-catching and easily recognizable logo for my brand. Key Requirements: - The logo should have a modern design that aligns with current design trends. - It should be bright and bold, delivering a fresh and dynamic feel. - The main purpose of this logo is brand identification, so it needs to be memorable and easily associated wit...with the brand. Ideal Skills and Experience: - Proven experience in designing logos for brands, with a modern and bold style. - A strong portfolio showcasing similar, successful projects. - Good understanding of branding and the ability to create a logo that conveys the essence of a brand. I am open to various creative ideas, so feel free to bring your unique perspective and expertise to the table. Looking forward to seeing the grea...

PLEASE DO NOT SEND AI DESIGNS A 2D PLAN IS A MUST Seeking a talented interior designer to create a modern and stylish residential bedroom. Key...AI DESIGNS A 2D PLAN IS A MUST Seeking a talented interior designer to create a modern and stylish residential bedroom. Key Requirements: - Proficiency in residential interior design - Strong understanding of modern design principles - Experience in creating bedroom interiors The room will have the following 1. King size bed with 2 side tables 2. Large him/her walk-in closet 3. Desser table, for him/her 4. Tv unit – to be opposite to bed Please note 1. room height is 300cm, there is a concrete slab in the middle, the height from floor is 250cm 2. the room has 3 windows, any of these windows can be canceled to make a us...

I'm in need of a proficient developer to create a comprehensive computer (in a network) probe software compatible with Windows and Linux. The software should have the following key features: 1. find systems in a network and log details to a CSV file/db table. hostname, ip addresses , mac address etc along with hard disks ,os,version etc. 2. find applications installed in the computers Ideal Skills & Experience: - Prior experience in developing network monitoring and security auditing software. - Proficiency in programming languages suitable for cross-platform development. - Strong understanding of network protocols and security standards. - Experience with compliance monitoring tools and techniques would be an added advantage. Please inc...

I need a SolidWorks STEP file converted to an editable format for design modification in SolidWorks. Need the full project zip every component seperated.

...handle queue redirects - Human Simulation : mimic human behavior to avoid detection (randomized request intervals) - Technical requirements - use session management and different proxies/ips, implement captcha solving techniques or third-party captcha services if there is any available captcha yet to be solve, ensure scalability to handle high request volumes - Session tracking : the bot should extract and log the link for any session that successfully passes the queue The bot should be smart enough to navigate through the ticketing process of these platforms and complete the purchase. Experience in web scraping, automation, and ticketing bots, as well as knowledge of the mentioned platforms, is a must. If you can build a robust, reliable bot that meets these requirements, I&#...

Develop macro-enabled Excel file to handle CSV

I am looking for a skilled UI/UX designer to create a visually appealing, user-friendly website design. We don’t need you to develop the website just the layout and the designs. Key requirements: - Create a modern, attractive design - Prior experience in designing websites - Ability to work independently and bring creative ideas to the table - Proficient in using design tools like Adobe XD, Sketch, Figma, etc. Here are the website references - - Looking forward to seeing your portfolio and discussing further.

...extraction, and ensuring that the extracted table is ready for analysis. Please note that no additional data preprocessing is required. (feel free to rewrite code if you have better idea) --- name "iXBRL" , inside folder contain multiple html file(hundreds to thousands), each html file contain multiple tables(vary from 15-35, depend on each html file). Python to extract specific table and vertically stack them together to create an Excel file.(first column add html filename.) 3.table inside html file is encoded in chinese, so must use chinese to view it. table name/string partially e.g. "現金流量表" or "被投資公司名稱" or "資金貸與他人"or "轉投資大陸地區" or other name(later can be change...

I am in need of a Python expert, specializing in web scraping. I require someone who can proficiently extract data from various websites. The specifics of the data may vary from text content, images, links, to contact information. Your key responsibilities will include: - Writing effective and efficient Python scripts to scrape data - Ensuring the data is extracted accurately and in a structured format - Delivering the data in a timely manner The ideal candidate should have: - Proficient experience in Python and web scraping - A strong understanding of data extraction techniques - Proven experience in handling and parsing a variety of data types - Excellent communication skills and the ability to meet deadlines Please be prepared to provide examples of your previous work in we...

I'm looking for someone to convert a PDF document into a Word document. The main purpose of this conversion is to extract text from the PDF content which has complex formatting, including elements such as tables and footnotes. Key Requirements: - Accurate Extraction: The primary goal here is to ensure that all text is accurately extracted from the PDF file and transferred to the Word document without any loss or distortion. - Formatting Preservation: While the layout may be complex, I'm looking for the freelancer to maintain the font styles and sizes as they appear in the original document. The ideal candidate for this job would have: - Proficiency in PDF and Word processing tools - Experience with maintaining formatting during content transfer - Attention to det...

...Requirements: - Convert Microsoft Word Document (2 pages) to Web Form: Transform the content and layout of the Word document into a web-based form. - Responsive Design: Ensure the form is fully responsive and looks great on all devices (desktop, tablet, and mobile). - Form Fields: Create all necessary form fields as outlined in the Word document, including text fields, dropdowns, checkboxes, addable rows table, etc. - User-Friendly Interface: Design a clean, user-friendly interface. Skills Required: - Proficiency in HTML, CSS, JavaScript, and responsive web design - Experience with web form development and validation PHP Integration (optional): - Form Data Processing: Develop a PHP script to receive the form submission and convert the data into a multidimensional array. - Da...

I'm looking for an experienced hacker who specializes in database scraping to assist with lead generation. My main aim is to get detailed contacts to grow my business. - Specific Tasks: - Database scraping - Extract contact details - Contact Information: - Email addresses - Phone numbers Ideal candidates should have previous experience in the field. Proficiency in data mining and scraping is a must, along with an understanding of lead generation strategies. Strong grips and successful track records on obtaining accurate contact details are key to perform this job efficiently.

I'm looking for a Kickstarter expert based in Bangkok who understands the ins and outs of successfully creating a captivating campaign to raise funds for a new technology product. Your role is crucial and will involve the following: - Designing an impactful Kickstarter page that perfectly encapsulates the vision and value of the product - Cr...campaign The ideal candidate must have deep knowledge and successful experience in Kickstarter campaigns, preferably within the technology sector. Strong skills in content creation, marketing strategy, and promotion are also necessary. Be ready to share examples of past work and successes. A keen understanding of the local market will be highly beneficial. Your ability to bring creative ideas to the table and problem-solving skills will...

I'm looking for a Kickstarter expert based in Bangkok who understands the ins and outs of successfully creating a captivating campaign to raise funds for a new technology product. Your role is crucial and will involve the following: - Designing an impactful Kickstarter page that perfectly encapsulates the vision and value of the product - Cr...campaign The ideal candidate must have deep knowledge and successful experience in Kickstarter campaigns, preferably within the technology sector. Strong skills in content creation, marketing strategy, and promotion are also necessary. Be ready to share examples of past work and successes. A keen understanding of the local market will be highly beneficial. Your ability to bring creative ideas to the table and problem-solving skills will...

I'm seeking a Python expert to delve into a specific set of emails and tackle both sentiment analysis and classification tasks. Key Tasks: - Sentiment Analysis: I want to understand the overall sentiment of the email data. You will be required to identify and extract the prevailing sentiment from the emails. - Email Classification: The project includes categorizing the emails into predefined categories. This will involve analyzing the content and context of the emails to sort them into different classes. Requirements: - Proficient in Python: As Python is my preferred language for this, you should have a strong grasp of Python and its libraries for carrying out sentiment analysis and text classification. - Email Analysis Experience: Experience in analyzing text data from ema...

I need a professional to help me with my PES file resizing and correction for a cotton fabric project. Key Tasks: - Resize the design to fit within the 4x4 to 8x8 inches range - Digitize the design for optimal stitch density - Ensure the color scheme is correct and suitable for the final product (cotton fabric) You should have: - Proficiency in embroidery software, specifically with PES files - Experience in resizing and correcting embroidery designs - Understanding of different materials' requirements, especially cotton - Attention to detail - Portfolio of similar projects Please provide me with an overview of your experience and some examples of past work.

I'm looking for a professional who can help with Excel work, primarily focusing on formula creation and formatting tables. Key Requirements: - I need assistance in creating formulas that can automate calculations and processes in Excel. - I'm looking for a clean and simple f...help with Excel work, primarily focusing on formula creation and formatting tables. Key Requirements: - I need assistance in creating formulas that can automate calculations and processes in Excel. - I'm looking for a clean and simple format for my tables, in line with a minimalist style. Ideal Freelancer: - Proficient in Excel, with a deep understanding of formula creation. - Experienced in table formatting and design, with a flair for minimalism. - Able to deliver high-quality, error-free...

I have an Illustrator file that needs some text changes. All the new text content is ready, so the task mainly involves swapping out the existing text with the updated content. Ideal skills and experience for this project: - Proficiency in Adobe Illustrator - Strong attention to detail - Ability to follow instructions accurately Attached is a sample. Required modifications. 1. Change bar code. 2. Tidy up the text. 3. Duplicate the file and update some text. 4. Resend me with the right dimensions.

Hi Ishaq A., My Printer says that The logo file in one of the rewind bag artwork files for Mulberry Tree brand is too small. Can you please fix the logo and change to the two coloured versions used in the artwork

I need a wizard in Microsoft Word for a particular job. The task requires fixing issues related to page numbering and the table of contents in my document. Here's what you need to do: - The documents appear to have page numbering inconsistencies which require correction. - The table of contents needs to be arranged with numerical page numbers. It is worth noting that the document does not follow any specific style guide or template. So, a general understanding of Microsoft Word formatting rules is necessary. Ideal candidates should have: - Mastery in Microsoft Word - Experience in troubleshooting and fixing Word formatting issues - Understanding of different formatting styles (although the work does not require adherence to a specific style guide) This is a quick fix...

I have initiated the drafting of my business plan and investor deck, however, I am looking for a seasoned freelance professional to take my existing work to the next level. Pa...Particularly, I am in need of assistance in the creation of compelling visual branding elements. The suitable freelancer for this task should possess: - Proficiency in creating visually appealing branding elements - Impressive portfolio in graphic design with focus on branding - An understanding of business plans and investor decks - Ability to preserve my initial concept, yet bring fresh ideas to the table Your main responsibility will be to revamp the visual aspect of my business plan while maintaining the original essence. I am open to new ideas and novel thinking. I look forward to our potential coll...

I have a 58-second audio file with speech that has been marred by background noise. I'm seeking a professional audio engineer who can clean up the file and remove the static, ensuring the final audio quality is as pristine as possible, with minimal to no background noise remaining. SECOND HALF OF AUDIO NEED TO CLARIFY VOICES- YOUNG BOY TALKING TO HIS FATHER WHO HAS PLANTED EVIDENCE FOR HIS OWN CRIME. NEED TO HEAR IT AS SOON AS POSSIBLE This task requires someone well-versed in audio editing who can preserve the original content while significantly reducing the presence of background noise AND PERHAPS LOWER THE OVERLAPPED FAKE POLICE YELLING ON TOP.... Experience with radio or similar audio content is a plus. ANYONE WHO CAN DO IT FAST.

...Python file that was running fine last night for data analysis purposes. However, after trying to upload the '' file to GitHub, I encountered an error due to the file size being too large for GitHub. I need to get the Python file running again, but with the '' file stored on an external service to work around the file size limitations of GitHub. Key requirements include: - Identifying and resolving the issue causing the Python file not to run - Storing the '' file on an external service and adjusting the Python code to access it from there Ideal Skills and Experience: - Proficiency in Python - Experience with data analysis and handling large datasets - Familiarity with version control, specifically u...

I am in need of a social media content creator who can help me boost my brand across Facebook, Instagram, TikTok and LinkedIn. You need to create 2 pieces of content using the below brand guidelines, the topic can be of your choice. I am looking for repeat work, and I will require a quotation from you based upon 10, 20, 30 pieces of social m...efficiently and deliver on time. Ideal Skills: - Proven experience in social media content creation and management. - Strong understanding of the different social platforms. - Ability to create appealing visual and written content. - Experience in brand awareness campaigns on Facebook and Instagram. If you're a creative social media professional who can bring fresh ideas and effective strategies to the table, I'm looking forward ...

CAFE NAME: BIgmug Cafe Color black and white I'm looking for a creative logo design for my chain of cafes that can compete in the western market. Like Starbucks, Java House, Mugg & Bean I don't have any specific ideas for the logo yet, so I'm counting on your expertise to bring something unique to the table. Key Points: - The logo must convey a modern and innovative vibe, capturing the essence of my franchise cafe's vision. It should be memorable it’s extremely important it’s unique and memorable like starbucks - I'm specifically looking for a design in black and white or grayscale, so please ensure this is incorporated effectively.

As we delve further into the world of quilt design, our team needs a proficient quilting professional who is well-acquainted with HZZE quilting software. This task involves converting our simple vector design into a .DAT file suitable for our HZZE machine. The design has been created in Adobe Illustrator and isn’t intricate, it requires implementing straight stitching only. Your skills and experience in working with similar software and accomplishing related tasks would be pivotal to the success of this project. We look forward to seeing the design come to life.

I'm looking for a skilled professional to create a 3D print file in STL format derived from an image I have. The project revolves around crafting a monochrome 3D model of a specific object within the provided image. Your tasks will involve: - Analyzing the image and focusing on the designated object. - Creating a 3D model of the object. - Generating an STL file for 3D printing in monochrome. Ideal candidates will have experience with 3D modeling, CAD software, and a keen eye for detail to accurately capture the object within the image. Please ensure your proficiency with STL file creation and monochrome 3D printing. Efficiency, precision, and ability to follow instructions closely are paramount for this task. Reach out if you demonstrate these skills. I am eager...

...including descriptions, pricing, customer ratings, and associated promotions or deals. • Move systematically from one restaurant to another within each app, ensuring comprehensive data collection. • Extend the data collection across all significant food delivery apps available in the specified city. • Store collected data in a structured format for easy access and analysis. • Conduct data mining to extract meaningful insights from the collected data set. 3. Deliverables The vendor is expected to provide the following deliverables: 1. Data Collection Framework: A detailed plan and the tools or technologies proposed to be used for data collection and management. 2. Structured Data Repository: Access to a structured database or repository containing all collecte...

...Search Extract doctor's information including their specialization. Look up Disease Descriptions: Use CID numbers to search on the website: MedicinaNet CID10 Search Extract the disease description. Deliverables: ( ) A script or tool that can take a list of CRM and CID numbers as input. Automate the search process on the specified websites. Extract the required data and compile it into an Excel file with separate sheets for doctors' information and disease descriptions. Requirements: Programming Language: Preferably Python. Libraries: Experience with web scraping libraries like BeautifulSoup, Selenium, and data processing libraries like Pandas. Output Format: Ability to export data into an Excel file using

I have a web application that runs on PHP and I'm looking to integrate it with APIs provided by multiple suppliers. These suppliers will send us three specific types of data through their APIs - customer information, product information, and order information. Key Requirements: - Connect the webapp with Supplier A, Supplier B, and Supplier C APIs. - Extract and process customer information, product information, and order information sent by these suppliers. - Display this data on the webpages of the application. - Store this data efficiently in a database. Skills and Experience: - Proficient in PHP and API integration. - Strong understanding of database management. - Experience in handling customer, product, and order data. - Detail-oriented to ensure accurate data extraction...