Vba web data extractionงาน
Coding vba ให้คำนวนและรายงานผลลงในแถบ status bar ที่มุมจอ โค้ดทำงานได้กับทุกชีทในไฟล์ รายงานผลคล้ายค่า sum, average ที่โปรแกรมมีมาให้เดิม ทศนิยมสองตำแหน่ง เลือกเซลล์จากชีทไหนก็ได้ (เซลล์1จากชีทa เซลล์2จากชีท(n) 1. รายงานผลหาร เซลล์1/เซลล์2 2. รายงานผลลบ เซลล์1-เซลล์2 3. รายงานผลเปอร์เซ็นต์ เซลล์2/เซลล์1*100
1. ใส่ VBA ให้รายการที่ Tickแล้ว ย้ายจากtabแรกย้ายไปเก็บใน tab2 (done list) และให้วันที่ในtab2 เป็นวันที่ที่ย้าย 2. ใน tab ถ้าวันที่ในรายการ ไหน <3 วันให้ทั้งแถวเปลี่ยนเป็นสีแดง
I'm seeking an expert to craft an automated solution for loading values from TradeStation Data Window into an Excel file on an hourly basis. Essential skillset includes: - Proficiency in TradeStation and Excel - Experience with data extraction - Understanding of financial data, specifically stock prices, financial indicators and volume data The successful freelancer will be tasked with ensuring a seamless automatic extraction from all areas of the Data Window. An understanding of financial market data and how it is structured within TradeStation will be crucial to job success. Please, note this work's focus is on the automation process, ensuring hourly updates without manual intervention.
This project seeks an expert in AI and Battery Management Systems (BMS) to create comprehensive documentation. The main aims are: - Detecting sudden acceleration, specifically rapid increases in speed - Implementing a battery optimizatio...Knowledge in EVs, including acceleration or speed control. You should base your documentation on strategies including agents that will act decision maker in real-time from mapping the decision from state to action. Create the state and action space, state transition and rewards to achieve the training goal. Deliverables; Documentation including backgrounds, tech trees, methods for data collection/feature extraction/detection model/threashold definition/RT monitoring/integration of BMS. Illustrations, block diagrams, sample dataset, ta...
I need a freelancer adept at Excel and Visual Basic for Applications (VBA) to assist with a project that necessitates basic data manipulations and formulas. The application is primarily dealing with both numerical and textual data. The ideal candidate should possess: - Proficiency in Excel functionalities and VBA scripting. - Experience with handling diverse data types like texts and numbers in Excel. - Ability to quickly comprehend and effectively manipulate data structures using VBA. Kindly submit your bids if you meet these requirements and can efficiently solve complex data problems.
...that will allow the user—a savvy investor in the stock market-to screen stocks based on simple financial models. In creating those models you must use earnings per share and sales per share as the key underlying variables. Furthermore, you must build the spreadsheet so that the user can enter information for up to a minimum of 5 stocks. You should populate the input section of the spreadsheet with data from at least five stocks from a sector of your choosing. Ideal Skills and Experiences: - Extensive financial modelling experience - Knowledge of stock markets and investment - Familiarity with current market trends Application Requirements: - To stand out as a candidate, detailed past work within this specific field is necessary. Show me practical examples where you devel...
Hi Need to send and receive e-Mail from G-Mail. Need to use oAuth2
In this project, I require assistance in extracting numerical data from an existing excel sheet and placing it into a table. The extracted information should maintain the current format present in the excel sheet, without any additional emphasis on alphabetical or ascending numerical order. The ultimate aim is to create a table where the extracted data will be allocated to both rows and columns. - Ideal Skills: Proficiency in Excel and data visualization, keen attention to detail, good understanding of data organization and manipulation. - Experience: Previous work involving data extraction or conversion from excel to other formats is bit of a necessity here.
I am in need of a proficient data entry specialist who excels in text data management. Here’s what the project entails: - Extracting text data from various digital files - Precise and structured entry of the extracted data, exceed 10,000 entries. Ideal Skills & Experience: - Attention to detail, critical to detect and correct errors - Prior experience with high volume text data entries - Excellent skills in sorting and organizing large volumes of data - Familiarity with digital files and data extraction methodologies This project involves handling a substantial amount of data; hence reliability and a proven track record are crucial. If your skills fit these necessities, I'd love to hear your prop...
I'm seeking a freelancer who likes gambling that go through 200 Twitter posts for me from on this account I want following info: 1. match description 2. odds 3. result Then update the spreadsheet with this info here.
I am looking for an experienced web scraper to focus specifically on collecting email addresses and phone numbers . The objective is to utilize this data for comprehensive analysis to be conducted afterwards. - The task requires targeted scraping of contact information, specifically email addresses and phone numbers. - You should possess expertise in data scraping, data analysis, data capture techniques, and be proficient with scraping tools. - Compliance with GDPR and other applicable data privacy regulations is crucial. - Familiarity with web data extraction under constraints will be an advantage in this project, as safe and ethical web scraping practices need to be observed.
I require a freelancer who has expertise in working with Excel data and automated emailing. This is what I need: - Extract specific columns only from an existing Excel file. - Create multiple new Excel files from this data. - These files must be organized according to a format I will provide in a template. - Attach these newly created Excel files to an Outlook email. - Draft the email with text I will provide. - Automate the sending of this email. The freelancer should ideally have advanced Excel skills, including familiarity with data extraction and manipulation. Experience with email automation, preferably in Outlook, is also required. A high level of attention to detail will be crucial to structure the data according to my provided template. Good ...
I'm seeking an Excel e...expert, who also has some familiarity with VBA, to assist with several tasks involving a small dataset (less than 100 rows) of sales data. Main tasks will be: - Data Analysis: To understand patterns and trends, and to derive insights from the sales data. Expertise in Excel's data analysis tools is essential. - Spreadsheet Automation: Developing an efficient, automated system for this data analysis process. Your understanding of Excel macros and VBA will be of value. - Formula Optimization: Designing and optimizing Excel formulas to enhance data analysis. Ideal freelancer for this project will possess strong analytical skills and a thorough understanding of Excel and its functionalities, as well...
I am urgently seeking a talented JavaScript developer to design a mechanism that can automatically detect and record building names within a given geofenced area on Google. Details: - This particular solution will most likely be integrated within an existing system, so a propensity for quickly and accurately understanding previously-written code can't be understated. Although the question was skipped, previous experience with such integration projects will stand you in good stead. - An ideal candidate for this project should be proficient in JavaScript programming. - The goal is simple yet crucial: set a geofence around a specific area on Google, and then the software should be able to extract all building names inside that area and store them in an array. - As I need this proje...
I'm looking for an individual with skills in digital image editing to perform a moderate detail object transfer from one picture to another. Here's what the project entails: 1. Object Extraction: The selected candidate must first extract the object of moderate detail from the first picture. The object's original colors should be preserved - no blending or color adjustments are needed. 2. Object Installation: Once the object is extracted, it must be inserted into the second picture. The ideal candidate for this project would be somebody with a background in graphic design, specifically with skills in photo editing. Knowledge of professional tools such as Photoshop and attention to detail in maintaining the color and texture of the object are key for this project.
I need a thorough scraping of seven websites, extracting both the text content, images, and links. Not a single element should be left behind - th...lists, everything. I'm not particularly choosy about the tech you use to get the job done, but it will need to be delivered in an Excel format. Ideal Skills: - Experienced in web scraping across various websites - Proficiency in using scraping tech and tools - Familiarity with Excel or similar data processing platforms - Strong attention to detail to ensure completeness of data extraction - Previous experience with large-scale data collection projects would be a bonus. Major kudos for managing data extraction projects involving multiple sites. Remember, the key here is thoroughness - ...
I need a proficient Python programmer to generate code that scrapes te...sg/). Information to extract includes: - Headings - Paragraphs - Itemized Lists The targeted sections within the site to gather data from are the search results page and individual tender pages. The website is I need to scrape all current and closed bids with the search term "school trips", along with all relevant information including but not limited to: - who won the bid - who bid for it - bid description - at how much - title of the bid - contact information of the teachers Finally, the data has to be updated into an Excel sheet. The ideal candidate for this job has experience in Python web scraping, understanding of data extraction, and knowledge of parsing dive...
I'm seeking a talented developer to create an application that can pull data (both text and images) from a specific website and send it directly to a printer. The website's data would be retrieved using URL and ID parameters. This app should also allow user to select their preferred printer. Key responsibilities for this project would include: - Understanding the requirements and objectives - Extracting data from a website based on specific parameters - Incorporating printer selection functionality in the app Ideal skills and experience needed: - Proven experience in app development, particularly with functionalities related to web data extraction and printing - Strong understanding of different printers (Inkjet, Laser, Thermal) Appl...
Project Objectives: 1. Water Vapor Data Extraction: Utilize satellite data, particularly from Landsat, and tools like Google Earth Engine to extract region-wise humidity and water vapor data, focusing on different seasons. The objective is to compile an extensive dataset for analysis. 2. ATW Variation Analysis: Utilize the extracted humidity and water vapor data to plot the variations in the Atmospheric Transparency Window (ATW) across different regions in India. Understand how ATW fluctuates based on water vapor content and its implications on radiative cooling performance. 3. Atmospheric Transmittance Data: Utilize MODTRAN or similar tools to calculate atmospheric transmittance data, leveraging the knowledge of local humidity levels obt...
I'm seeking an Excel expert who can proficiently extract and clean data from Microsoft SQL Server databases. Your skill set should ideally encompass: - Proficient knowledge of database extraction processes particularly from Microsoft SQL Server - Advanced Excel capabilities, particularly in data cleaning - Familiarity with data structures within databases You will be expected to apply your Excel knowledge to clean up the extracted database data and make it ready for further analysis. Previous experience with similar projects is preferred. This project will require excellent attention to detail, precision, and consistency. Familiarity with database manipulation and data extraction tools, in addition to Excel, is a plus. Looking forward...
...Description: We're looking for a highly skilled data scraping expert to help us gather detailed information about classic cars from a prominent online marketplace. This project requires adeptness in handling dynamic content and extracting comprehensive details from listings. Objective: Our goal is to collect an exhaustive dataset on classic cars, including make, model, year, price, historical background, seller details, and any additional information available in the listings. This dataset will be pivotal for market analysis and internal assessment. Key Project Deliverables: Data Collection: Methodically extract comprehensive information about classic cars from designated sections of an online marketplace. Data Structuring: Efficiently organize the amassed ...
I'm in need of an expert in Microsoft Excel and VBA macros who can design an automated process for generating customer data reports. Key tasks will involve: * Developing an efficient method for automated report generation * Ensuring the system properly integrates and handles our collected customer data. Ideal freelancers should possess: * Solid experience in creating automated tasks in Excel * Proficiency in working with VBA macros * Understanding of handling and analyzing customer data. Your contribution will significantly reduce manual work and improve the efficiency of our reporting system. Please share previous experience with similar projects when applying.
I am looking for someone who can transfer my current VBA code into GCP Big Query stored procedure. This basic VBA code is readily available for conversion. Primary Requirement: - Maintain the 'IF ELSE CONDITION' functionality of the current code during the conversion process. Ideal freelancer: - Experienced in converting VBA code into GCP Big Query stored procedures. - Skilled at preserving specified functions through the conversion process. - Good understanding of basic VBA code structures. - Excellent problem-solving skills in case any issues arise during the conversion process. Your expertise in this area will not only help in preserving the original functionality of my code but also enhance it using GCP Big Query's features.
I'm in need of a detail-oriented professional for a simple data entry job. The core of the work includes: - Transferring information from PDF files into an Excel spreadsheet - Ability to accurately input raw data without altering information Ideal skills and experience: - Proven experience in basic Excel data entry - Proficiency in handling PDF files - High attention to detail - Fast and accurate typing abilities Please note, this project doesn't call for intermediate or advanced Excel techniques like formulas, data sorting, pivot tables, or VBA. The successful freelancer will strictly be transferring data from PDF to Excel.
I am looking for someone who can transfer my current VBA code into GCP Big Query stored procedure. This basic VBA code is readily available for conversion. Primary Requirement: - Maintain the 'IF ELSE CONDITION' functionality of the current code during the conversion process. Ideal freelancer: - Experienced in converting VBA code into GCP Big Query stored procedures. - Skilled at preserving specified functions through the conversion process. - Good understanding of basic VBA code structures. - Excellent problem-solving skills in case any issues arise during the conversion process. Your expertise in this area will not only help in preserving the original functionality of my code but also enhance it using GCP Big Query's features.
Hoping to connect with a proficient web scraping specialist to extract data from Website 1. The type of information to be extracted has not been specifically pointed out, so ability to gather comprehensive data is instrumental. Key Requirements: - High-level understanding of web scraping techniques - Experience extracting different types of data (Product Information, User Reviews, Pricing Details, etc.) - The ability to complete the task in 2 days Ideal skills: - Experience with Python, Scrapy or other web scraping tools - Familiarity with data extraction and storage - Strong speed and accuracy, with proven ability to meet tight deadlines. Please provide examples of similar work in your bid. Immediate completion required.
I'm in need of a developer adept in API integrations, specifically taking messages from waziper via webhook and posting entered data within a Google Sheet. Task requirements include: - Integration of waziper webhook into an application - Extraction of 'Text content' and 'Sender's phone number' from the received message - Successful post of the extracted data to a Google Sheet, with each message creating a new row Ideal candidates would have experience in API integration, webhook setup, and Google Sheets manipulation. Bit of coding background might prove beneficial. I look forward for competent freelancers who can handle this task seamlessly. Format of API below: ://webhook.site/1b25464d6833784f96eef4xxxxxxxxxx&enable=true&i
...someone well-versed in web data extraction with a distinct focus on real estate websites. The ideal candidate should possess the following skills and expertise: - Extensive knowledge of web scraping, preferably in real estate - Experience with Python programming, specifically in the BeautifulSoup and Selenium frameworks The task involves: - Scraping text content - general data and descriptions of the property listings - Extracting images related to the property listings - Pricing information to understand market trends - Detailed contact information and location of the listed properties Websites for scraping include Departiculares, Idealista, Fotocasa, among others. The extracted data will need to be delivered in a structured spreadsheet f...
I'm in need of an expert able to effectively extract table data from text-based PDF files to CSV files. This task requires attention to detail to ensure data integrity and accuracy. • Skill requirement: Expert in programming • Task: Extract table data from text-based PDF • Output: Clean, well-structured CSV files Ideal freelancer should have proven experience with PDF data extraction, and working with CSV files. Understanding of data structures and file handling is a must. Previous work with similar projects will be preferred.
I am seeking an expert in Oracle BICC and AWS S3 for a new project. The primary task is to assist in the extraction of data from Oracle BICC and transition it to an S3 bucket on AWS. Essential skills and knowledge include: - Proficiency with Oracle BICC, focusing mainly on data extraction. - Proficient knowledge in AWS, specifically with S3 service. - An understanding of the relationships between PVOs. - The ability to recommend the most suitable data format, since I haven't chosen a specific data format requirement yet. If you have these skills and are interested, I welcome your bid. Please share your previous experience with similar projects.
I am in need of a professional who has experience using VBA in MS Project to automate the process of generating project summary reports. Key tasks include: 1. Utilizing VBA to automate the generation of project summary reports. 2. These reports must provide a list of all tasks and their current status 3. in particular how to create a table of all tasks related to a Milestone - similar to Task path function for predecessors. The ideal freelancer for this project should possess strong skills in VBA and Microsoft Project. They should have a proven track record in automating and streamlining reporting processes. Previous experience in project management reporting is highly desirable. I'm looking for someone who understands project progress reporting and can deliv...
Seeking a meticulous data miner for a detailed task. As an Accountant-focused organization, we're looking to expand our database. Here's what I need: 1. Collect contact information, specifically: - Indvidual accountant names - Email addresses - Phone numbers - Mailing addresses 2. Target Accountants as primary industry 3. Only include data from specified postcodes and regions of Queensland, Australia. Ideal freelancers should be: - Experienced in internet research and data extraction - Familiarity with Australian directories/specific websites would be beneficial - Accurate in data entry. As the accuracy of this information is crucial for our outreach, we need your work to be spot-on. If you're detail-oriented, savvy in hu...
I am seeking a proficient programmer to develop a Google Sheets script or function capable of automating the process of comparing data from one column with information extracted from a PDF file. Specifically, I require assistance with the following tasks: Data Extraction: Extracting relevant data from a PDF file. Data Comparison: Comparing the extracted PDF data with information stored in a specific column within Google Sheets. Automated Data Entry: Automating the process of inputting specific values into designated cells within Google Sheets based on matches between the PDF data and Google Sheets data. Serial Number Assignment: Implementing a counter to assign serial numbers based on the order of products listed in the PDF. F...
...affecting my code. Specifically, it is producing incorrect outputs when engaging with certain external systems. Key tasks include: - Identify the root cause of the output error - Troubleshoot and rectify the logic flaws causing these errors - Make sure code is efficient, secure, and maintainable The ideal candidate for this role will have: - Proven experience working with Lisp and Autolisp even VBA. - Troubleshooting and debugging expertise - A good communicator that can take my rudimentary directions. To make it short, I have a code that is used for underground drilling permits in the CAD environment. I have a LISP suite that stations a line by generating notes, that generates MLeaders when the subject of the permit crosses a utility lines and puts it on the layer automa...
I need a skilled data miner who can meticulously scrape company names, and the first and last names of contacts from whalewisdom.com. The project involves data from all industries or categories. Your task includes: - Scrape company names - Extract first and last names of contacts Ideal skills for this project would include proficiency in data scraping and mining technologies, familiarity with , and quick, accurate data extraction capabilities. Familiarity with the structure and layout of company profiles across industries is a significant plus.
Hello everyone, As a Web Scraping Expert at our company, you will have the opportunity to work on cutting-edge projects, collaborate with a dynamic team, and contribute to the success of our data-driven initiatives. If you have a strong background in web scraping techniques and tools, and are passionate about extracting and analyzing data from various sources, we want to hear from you! Key Responsibilities: Develop web scraping scripts using Python, Beautiful Soup, Scrapy, and other relevant technologies Extract data from websites, APIs, and databases Transform data into structured formats for analysis and visualization Collaborate with stakeholders to understand requirements and deliver tailored solutions Lead and manage web scrapi...
I'm looking for an expert in software development who can build a task automation program for me. In particular, I need to automate the process of converting picture text into HTML files in a Notepad format using HTML formatting. The ideal freelancer for this job would have: - Proficiency in Optical Character Recognition (OCR) - Advanced skill in Text Extraction and HTML formatting - Previous experience with task automation software development - An eye for detail and execution This project requires a deep understanding of HTML formatting and the ability to apply that within the software. Your task will be to build this capable system that will significantly enhance productivity. I look forward to seeing your proposals and discussing further.
...are seeking an experienced and highly skilled machine learning engineer or data scientist to develop a transformer-based model for the classification of audio datasets provided by the DCASE (Detection and Classification of Acoustic Scenes and Events) challenge 2023. Project Goals: 1) Transformer Model Development: Design and implement a transformer-based neural network architecture suitable for processing audio data. The model should be capable of effectively capturing temporal dependencies and patterns present in audio sequences. 2) Data Preprocessing: Conduct comprehensive preprocessing of the DCASE 2023 audio datasets to ensure compatibility with the transformer model. This includes data cleaning, feature extraction, normalization, and any other ...
I'm in need of an expert in VBA programming and Crystal Reports integration to enhance and extend the functionalities of an existing form in our program. - The form was created with VBA for the purpose of data entry. - The enhancement would involve adding more features to this existing form. - The extension requires integrating it with Crystal Reports for more efficient and agile reporting. - Moreover, I'm looking for someone who can provide ongoing support as needed. The ideal freelancer would have extensive experience in VBA programming, form design, and Crystal Reports. Your portfolio or a demonstration of a similar task you've completed would be much appreciated. A commitment to provide ongoing support on an as-needed basis would be a bon...
...description of the database. The specific responsibilities include: - Developing 3 types of queries: Data extraction, data modification, and data calculation (specific instructions will be provided after project commencement) - Creation of 2 forms: A Main and a Subform. The main form is to be designed for data entry. - Devising 2 reports based on set requirements (to be disclosed upon project initiation). - Crafting a detailed written description of the entire database system using a provided template. Ideal assistance would come from someone with proven experience in Microsoft Access, SQL, VBA, and database development. A deep understanding of query development, form creation, and ensuring data integrity within Access databases is cr...
I'm looking for a professional with Excel VBA expertise who can swiftly help in automating the process of printing specified worksheets from Excel to Word. Here's what's important: * Excel VBA proficiency: This task calls for specialized knowledge of Excel VBA, so your skills in this area will be pivotal. * Existing VBA: I will share the existing vba, the VBA has many tools including the print. * Enhancement required: the existing vba has print funtion where user can print specific sheets, we need to print or covert these sheet to a word file. * Quick Turnaround: I need this project completed ASAP, so ability to work under pressure and deliver on time are key. Please ensure you check the requirment carefully before bidding....
I'm in need of a professional who can effectively extract advertising images from the Amazon s...advertising images . This is the link . ( NOTE : I DON'T NEED SCREENSHOTS OR SNIPPING TOOL . I NEED THE ORIGINAL IMAGE) . Ideal candidates for the project should have: - A solid understanding of extracting or scraping data from e-commerce platforms like Amazon - Good knowledge of various image formats The project's success would be measured on the range of images relevant to each category and their quality. I'm excited to work with a skilled freelancer who will facilitate my advertising endeavors on diverse platforms.
I need detailed research and data extraction to create an enriched database of 380 caravan parks. The final spreadsheet should include the following: - Park amenities and facilities - Park photos and videos - Website URLs - Booking platforms - Park size in m2 - Number of powered and unpowered sites - Available cabins - Annuals - Permanents - Park locations organized by town to create a map Each type of data should be placed in separate columns for clarity and easy navigation. Once the database is completed, it will serve as the basis for creating an eBook, where the information should be listed by town. Candidates must be adept at data extraction, Excel, web research for gathering images and videos, and proficient in creating maps. Knowledge...
I am looking for a tech-savvy individual with a strong understanding of GPT models, machine learning, and data extraction. Your remit will be to build a custom AI model (custom GPT) for a real estate appraisal tool with specific functionalities: - Property Valuation: Build a reliable AI model that can efficiently determine reasonable property value estimates based on various pertinent data points. Sufficient prior experience in property valuation processes and its machine learning modeling is desirable. - Comparable Sales Analysis: Implement functionality to perform analysis using comparable sales data for appraisals. Deep understanding and demonstrated accomplishment in comparable sales analysis programming is required. Development of a Custom GPT Model:*...
Requiring a candidate with excellent data scrapping skills and a firm understanding of CSV file formatting for a customised project. The task, at its core, involves fetching specific data points from an EAN (Product Code) list file obtained from an online URL. The upcoming task specifics include: - Scrap data from the identified EAN list online, including Product Name, Product Price, Product Description, Image Link, Brand, and Category. - Organise and present the data in a comprehensively structured CSV file. The ideal candidate should possess a keen understanding of web data extraction, CSV file formatting and the ability to work accurately with online URLs. Prior experience in projects involving EANs (Product Codes) or related fields is ...
โปรดลงทะเบียน หรือเข้าสู่ระบบ เพื่อดูรายละเอียด
...updated by reading data from a TXT file. The process must be automated via a script, filling in blank cells, distributed across all the sheets in the document. Key requirements include: 1. The ability to read and accurately interpret all fields from the TXT file. 2. Updated data should be posted to all sheets within the excel document, in the required cells. 3. In the case of data discrepancies within the TXT file, enable an automated resolution by defaulting to a specific value. Leveraging your expertise in data extraction, manipulation, and Excel automation will be instrumental for this project. Ideally, you are proficient in scripts suitable for handling such tasks, debatably the likes of Python or VBA, contingent on your recommendation...
I'm seeking a seasoned chatbot developer equipped with proficiency in OpenAI's Assistant API and Natural Language Processing (NLP). The key focus for this project is: - Creating a chatbot able to browse particular website - The chatbot should ...Processing (NLP). The key focus for this project is: - Creating a chatbot able to browse particular website - The chatbot should be specifically crafted to extract, analyze and respond with 'Financial Literacy content' - Additionally, knowledge in information extraction and NLP is crucial to ensure the chatbot can interact with users effectively. Ideal skills for this project include: - Expertise in OpenAI's Assistant API - Strong experience in developing chatbots - Solid understanding of NLP - Experience in ...
For this project, I'm in need of a skilled image ann...project, I'm in need of a skilled image annotation specialist with a specialised focus on text extraction. The project involves working extensively with images of event tickets. Here are the project details: - The specialist will carry out text extraction processes on these ticket images. - Ideal applicants should have prior experience in image annotation, particularly dealing with text extraction. Knowledge and previous work with event ticket images will be highly advantageous. In short, I'm looking for a technically sound and efficient individual who can deliver high quality results. It's necessary to have a strong understanding of both the contextual and logical aspects of text extrac...