Csv readerpekerjaan

Dengan Hormat, Terimakasih atas penawaran yang di berikan, saya dengan senang hati mengajukan penawaran harga untuk pekerjaan enhancement “Format Excel CSV”. Best Regards, Dewa Aditya

Saya membutuhkan data mengenai donasi yang dilakukan pada 1 bidang (akan dijelaskan lebih lanjut) yang terlaksana selama 2018-2021 di Indonesia. Data berupa profil penyumbang, penerima, lokasi, jumlah, perusahaan, sumber dana, dll. Projek akan terlaksana dalam 1 bulan. Output Data berupa tabel .csv atau .xlsx excel document. Ideally you are indonesian, because the web scraping job is scraping indonesia news article,company website, and open source indonesia data provider.

WORK SCOPE: To extract business data from Google Map (*Please zoom map up to 20m for larger data extraction) FORMAT TO SAVE LIST: CSV or EXCEL LIST OF DATA FIELDS REQUIRED: Business Name Address City State Zip Phone Fax (if available) Email id (if available) Website URL (if available) COUNTRY: Malaysia KEYWORDS/TARGET LOCATION: (The list below shows the industrial area name. Please extract the business data from each industrial area) Axis Industrial Park , 42450 Shah Alam , Selangor Bandar Teknologi Kajang , 43500 Semenyih , Selangor Bukit Kemuning Industrial Park , 42450 Shah Alam , Selangor Cempaka Emas Industrial Park , 42000 Pelabuhan Klang , Selangor Elite Industrial Park , 40400 Shah Alam , Selangor Hicom Glenmarie Industrial , 40000 Shah Alam , Selangor Kapar Industrial...

membuat news reader di ios dan android seperti wayang force termasuk billing systemnya

Salam, Kami memerlukan sebuah aplikasi yang berisi 2 hal: 1. Desktop Appli...memerlukan sebuah aplikasi yang berisi 2 hal: 1. Desktop Application dengan teknologi .NET yang berfungsi: a. Consume file XLS dan memasukkannya ke database Firebird b. Melakukan processing dari raw data menjadi clean data untuk dipakai dalam graph c. Melakukan export data bersih ke file csv 2. Web Application dengan file HTML dan Javascript (dihost di server Sharepoint) yang berisi: a. Grafik dari (loaded dalam bentuk javascript) b. Data untuk mengisi grafik tersebut didapatkan dari file CSV yang digenerate oleh Desktop Application dan dimasukkan ke sharepoint server. NOTE: Sharepoint server HANYA digunakan untuk host website. Tidak ada fungsi-fungsi sharepoint yang diperlukan disini. Terima ka...

Salam, Kami memerlukan sebuah aplikasi yang berisi 2 hal: 1. Desktop Appli...memerlukan sebuah aplikasi yang berisi 2 hal: 1. Desktop Application dengan teknologi .NET yang berfungsi: a. Consume file XLS dan memasukkannya ke database Firebird b. Melakukan processing dari raw data menjadi clean data untuk dipakai dalam graph c. Melakukan export data bersih ke file csv 2. Web Application dengan file HTML dan Javascript (dihost di server Sharepoint) yang berisi: a. Grafik dari (loaded dalam bentuk javascript) b. Data untuk mengisi grafik tersebut didapatkan dari file CSV yang digenerate oleh Desktop Application dan dimasukkan ke sharepoint server. NOTE: Sharepoint server HANYA digunakan untuk host website. Tidak ada fungsi-fungsi sharepoint yang diperlukan disini. Terima ka...

Salam, Kami memerlukan sebuah aplikasi yang berisi 2 hal: 1. Desktop Application dengan ...memerlukan sebuah aplikasi yang berisi 2 hal: 1. Desktop Application dengan teknologi .NET yang berfungsi: a. Consume file XLS dan memasukkannya ke database Firebird b. Melakukan processing dari raw data menjadi clean data untuk dipakai dalam graph c. Melakukan export data bersih ke file csv 2. Web Application dengan file HTML dan Javascript (dihost di server Sharepoint) yang berisi: a. Grafik dari (loaded dalam bentuk javascript) b. Data untuk mengisi grafik tersebut didapatkan dari file CSV yang digenerate oleh Desktop Application dan dimasukkan ke sharepoint server. NOTE: Sharepoint server HANYA digunakan untuk host website. Tidak ada fungsi-fungsi sharepoint yang diperlukan disi...

Membuat RSS yang mengambil dari dari MySQL yang di isi secara manual ( CRUD ) dan atau melalui upload file CSV ke MySQL.

Requirement / Feature: - bisa memproses data satellite dan GPRS data - merubah data input tersebut ke beberapa format output antara lain: * database ( inject data ke database lokal atau remote ) * HTTP POST ( json format ) * CSV via FTP upload * Telnet

The project requires to research the internet and identify "Architects" in Asian Countries including - India, China, Japan, Thailand, Vietnam, Malaysia, South Korea, and the Philippines. The scope requires to collect the contact details of the architects in each firm and compile those details on the attached spreadsheet. The format is CSV. The most important contact is the email address. Final files shall be screened for duplicates. The duration of the project is 5 days or sooner. Payment is due upon completion of the file and when an invoice is submitted for payment.

I want maybe about 1000 words to post in my blog to attract my reader with interesting content.. The article must be raise up our readers motivation and get Inspiration form the article..

Hi, I am looking for a data entry person or team that understands retail and how to manually put in products or build a .csv spreadsheet to be able to be downloaded. We sell a variety of products from toys, electronics, apparel, & sporting goods. So you must understand retail and have the mindset on alot of cutting and pasting into the template to create a .csv feed or manually upload the information. Alot of the products have different attributes like size & color etc. We are looking to build our company with a person or team of individuals that know what it takes to make an ecommerce business successful. I am open to hourly or fixed price. I am not just looking to hire someone just so you can bid on the job and not know what you are doing. My luck with freela...

I need a market research-oriented individual with an expertise in data mining and web scraping. The project entails extracting data from the website harborfreight.com. Specifically detailing: - Product names - Product price - Product type (IE power tools) - Their associated number of customer ratings These details should provided in a CSV file then be categorized by product type. A strong understanding of categorization and proficiency in scraping complex websites will be beneficial. With this data, I intend to carry out detailed market research. Do not worry about descriptions, focus solely on the product names, price, rating numbers, and categorization. I'm looking forward to seeing your proposals if your skills align with these needs.

Project Deadline: 1 Hour Project Type: WordPress Project Type: Bulk Post Category Update Number of Posts: 312 Project Overview: I have a list of 312 Post IDs in a CSV file. I would like the each of them to have two new post categories assigned to them. 5* FEEDBACK WILL BE LEFT FOR YOU

Just looking for someone who can be paid a low amount and read the script in a good English accent. Will get paid every 2 weeks. Very easy job. As easy as it sounds just read the text out loud and have it recorded! That is it!

I'm looking for a female freelancer to create a non-fiction audiobook of approximately 3 hours in length (33,000 words), intended for an adult audience. The book is about my journey to healing from cancer (see attached book cover). I need someone that can deliver with soft authority in an upbeat, but empathetic tone and convey a message to the reader of HOPE with a positive 'you can do this attitude' behind your voice. Your role will involve: - Producing a clear, engaging audio narration of the book. - Assisting in promoting the audiobook to reach an optimum audience. (If you are a vocalist, but not a promoter or vice versa I may decide to split this into two roles, as needed.) Requirements: - Proven experience in audiobook narration, particularly in the non-fictio...

ML with ensemble methods via CSV file. Only code, no deployment!

...Responsibilities: - Understand the Base Model: Analyze the experimental study to grasp foundational models and calculations. - Industrial Sensitivity Analysis: Utilize any effective method to scale up these findings to industrial levels. - Use MATLAB, Excel, or any other tool to conduct a detailed sensitivity analysis based on the equations given - Document each step of the analysis clearly, ensuring that any reader can follow the process and results seamlessly. Ideal Skills and Experience: - Proven experience in sensitivity analysis. - Strong understanding of Pressure Swing Adsorption processes. - Ability to interpret and implement mathematical equations from research papers. - Expertise in sensitivity analysis and scale-up projects. - Ability to translate experimental data in...

As a client, I'm seeking a skilled data scientist for an ess...Proficient in creating visuals using complex data. • Capable of effectively interpreting data from CSV files. • Experienced in performing sophisticated data classification. TASKS DETAILS: • Devise an effective strategy for visualizing extensive information derived from CSV files. • Incorporate classification techniques to understand and categorize the data efficiently. PROJECT OBJECTIVE: The ultimate goal of this project is to successfully classify data and use it for an effective and visually appealing representation. This outcome aids in understanding the meaning and implications of the data better. Only experts proficient in data visualization, data classification, and handli...

I am seeking a well-researched, detailed list of car models. The desired freelancer should have experience compiling similar information. Past work showcasing thorough attention to detail would be a plus. The list should be universal and not limited to specific types of cars such as Sedans, SUVs or Hatchbacks. Please provide samples of similar projects you've do...The desired freelancer should have experience compiling similar information. Past work showcasing thorough attention to detail would be a plus. The list should be universal and not limited to specific types of cars such as Sedans, SUVs or Hatchbacks. Please provide samples of similar projects you've done before, demonstrating your ability to produce a comprehensive and accurate list. Maibe on CSV if it'...

I'm in need of a professional who c...official website - The data I require includes: - Athlete profiles - All the results of each competitor - Medal winners The extracted data should be presented in a CSV file format. It should be in a similar format as this dataset on the results of the Olympic games: No specific analysis is needed on the extracted data. Ideal skills and experience for this job include: - Proficiency in web scraping - Experience in data extraction - Expertise in data formatting and CSV files Your professional approach and ability to deliver accurate, complete data will be crucial. Please bid if you're confident in your ability to handle this task.

... for example if there are any stages of the process where resources only become available once the previous sample has been processed. c. Second, write out the relevant equations associated with each step of the process, and construct a formula for the overall time in system. d. Use relevant notation and write out equations using Equation Editor in Word. e. Note – the rule of thumb is that any reader can pick up your report and replicate your results by following the methods. 2. Use mean values of each parameter to construct an “average” solution. a. Unit of interest – a DNA sample collected by a CSI. That is, each sample must be modelled individually. b. Assume both CSI and forensics lab operations work 24/7. c. Model precisely ONE WEEK of sampling &ndas...

I'm looking for a diligent professional who can implement an Internet price research mechanism for the electronic products listed within a .csv file. The deliverable I expect from this project is a separate report containing the price of each product, along with additional details such as a link to the retailer's page and the price history. Key Responsibilities: - Extracting and updating the price information of electronic products from the Internet, based on the .csv file provided. - Incorporating a detailed report that includes the prices, a link to the retailer's page, and the price history of each product. Skills and Experience: - Proficiency in data extraction, research, and analysis. - Experience with web scraping tools. - Strong organizational skills t...

...gather information about the sellers on the Miravia platform (). This includes the shop_id shop_name Ivl1_cate_name product_number avg_price shipping_duration company_location phone_number email_address vat_number company_name shop_rating shipping_on_time % followers comments etc. I require 10,000 entries of data I require the data to be well-structured and organized into a CSV or Excel file for further analysis. Skills and Experience: - Proficiency in Web Scraping: The ideal candidate should have extensive experience in web scraping and data extraction. - Attention to Detail: Since the project involves gathering a wide range of data points, having a keen eye for detail is crucial to ensure accuracy. - Data Organization: Good data organization skills are also important

...OpenStreetMap data to extract specific elements and format them into a .csv file. Key Requirements: - Extracting Geographical locations: ID (from OSM), ZIP, City, District of City, Federal State, District, Street, Housenumber, Latitude, Longitude. If available the Community and the Code of the Community The dumpfile is on: The Download and Format-Process should be automated and if possible triggered with a download Button on an HTML Page. By clicking on the Download button, the process of formating the OSM into .csv is startet. Coding of .csv should be UTF-8 Ideal Skills: - Proficiency with OpenStreetMap data and extraction tools. - Experience in formatting data into .csv files. This is a monthly project, so consistency and reliability

I'm new to the Medium Partnership Program and have been creating primarily creative writing content on a monthly basis. I'm looking to significantly increase my program earnings. - Ideal Skills and Experience: - Proven results in earning through Medium Par...program earnings. - Ideal Skills and Experience: - Proven results in earning through Medium Partnership Program - Familiarity with creative writing on Medium Platform - Strategically increasing posting frequency to maximize earnings The objective here is not just to create more content, but to generate higher-earning content. Thus, if you are adept at understanding Medium's algorithms and reader patterns, that's a great benefit. Proven experience in boosting Medium Partnership Program income is...

...potential developer/buyers of Lifestyle Blocks in St David Springs Arizona. The market area to solicit is Vail Arizona. The product is in St David Springs Arizona. St David Springs is fertile farmland with endless water, fertile ground an a perfect environment for lifestyle farm blocks. The theme first made popular in New Zealand. I believe we need a “banner campaign: that encourages the viewer/reader to watch the video – We can test each of the three below Video Title URL-YouTube Artesian Water and Ponds In Arizona Avoid Tucson Water Cost Increase Colorado River Water Alternative The objective will be to get the person encouraged by the banner to watch the video and then for the individual to

I am seeking a talented Python developer to create a recommendation model. The scope involves mining unspecified data types for the model training. It should be noted that while the purpose of the model is to be determined, the data for the model training is in CSV format. Ideal Skills: - Expertise in Python. - Familiarity with recommendation algorithms. - Experience manipulating CSV data. Responsibilities: - Developing a flexible, adaptable recommendation model. - Importing and managing data from CSV files. - Advising on and utilizing appropriate algorithms depending on the eventual decision for the purpose of the model. DELIVERABLES Output Data Frame: Attribute Name | Ad 1 | Ad 2 | Ad 3 | Ad 4 | Ad 5 | Ad 6 | Ad 7 | Ad 8 | Ad 9 | Ad 10 ADDITIONAL INFORMATION We ...

...solutions to test-takers nationwide. For this purpose, we look for professionals who we contact on an "as-needed" basis to see if they are available to assist test takers for their approved accommodations. We provide complete training and assignments pay hourly for the entire scheduled time, even if the exam ends early. We have a computer exam coming up where a test taker has been approved for a Reader and input assistance. For this assignment, you are required to be present on-site, sit with the test taker, and read the exam content aloud. You will then enter the answers as instructed by the candidate. The exam is taking place at a professional testing center in Truro, UK. Date: Tuesday, 23 April, 2024 Time: 9:30 am to 10:30 am We provide full training, and this a...

******* LOCATION ******* You must live in Eastern Europe or Latin America. ******* OVERVIEW ******* I will conduct searches on Google like "Plumbers Minneapolis, Minnesota" or "Carpenters Charlotte, North Carolina." Then I will run the script(s) you created for me. The script(s) you create will save the Google search results in a .csv file. That is trivial and straightforward. The script(s) will also open the websites associated with the search results. That is also trivial and straightforward. The main challenge lies in locating and filling out contact forms on these websites with my first name, last name, email address, phone number, etc. Most search results will include a link to the company’s website. For example, when I search on Google for&helli...

Project Budget: $100 Project Deadline: 1-2 Days Project Type: Custom WordPress Plugin Project Difficulty: Standard PHP Version: 8.2 and above Project Overview: Custom WordPress plugin required to allow a user to: - Upload a CSV with bulk new POST data - Select a post category, schedule start date, choose how many posts to PUBLISH each a day - Import post data and create all new posts as DRAFTS, to go live on the specified post schedule & keep a suitable log that can be checked - Insert the new POST IDs back into the original CSV file & automatically download the update CSV for a user 5* FEEDBACK WILL BE LEFT FOR YOU

...Function: list_category_tree Input: competitor_name(astro | sayurbox | segari), existing_csv (optional - CSV file to append to for continuing execution, if the scraper stopped or got IP blocked) Output: CSV of category tree with the following columns (scrape_date, URL, category name, position index, parent_category (null if top level)) Function: extract_sku Input: competitor_name, location (autocomplete place from google maps API), category (optional - extract SKUs from all categories if null), sub_category (optional - extract all SKUs from all subcategories if null), existing_csv (optional - CSV file to append to for continuing execution, if the scraper stopped or got IP blocked) Output: CSV of SKUs with the following columns (category, sub_category, br...

I require a skilled Excel VBA developer to create a dynamic system in Excel. The process should work as follows: - The system will generate a new CSV file when I hit a specific button. - The new CSV file should contain 'item data'. The item data will include: - Item name - Item description - Item price The CSV file should be structured in a simple, easy-to-read format, with each item's data on a separate row. I need this system to be easily maintainable in the future, so please ensure that the code is well-commented and organised. Ideal Skills and Experience: - Proficient in Excel VBA - Experience in dynamically creating CSV files - Attention to detail for correct data formatting - Ability to create user-friendly interfaces for Excel.

I'm seeking a skilled book designer who can both capture the relevance of my non-fiction work and create a layout that complements the narrative. Tasks: * Cover design: Use your creativity and expertise to design an impactful cover with an illustrative approach. * Interior layout: Ensure a reader-friendly layout that retains the reader's attention and aids in a smooth read. Ideal Skills: * Previous experience in book design, specifically non-fiction. * Ability to translate my ideas into a visually compelling book cover. * Mastery of interior layout design to make the text inviting and accessible. Your portfolio showcasing similar projects will strongly support your application. I look forward to seeing your vision come to life in my project. Looking for an artistic ...

...crucial for ensuring that when uploading a CSV file to Shopify, each product will display its respective images seamlessly. Project Details: Scope: Adding image links to Excel sheets for 666 products in total. Task: Create a new column labeled Images in each Excel sheet and insert corresponding image links for each product. Requirements: Image links should open the respective product images when clicked. The CSV files must be Shopify-compatible without any issues upon upload. Deadline: Project completion required within the next 48 hours. Quality Assurance: Accuracy is paramount, as each CSV file will be cross-checked before final approval. Deliverables: Two Excel sheets with a new Images column containing accurate image links for each product. CSV files read...

I need add an automatic stock control to Amazon, currently the catalogue is contained on a CSV

I need a professional to mine data for me. I need you to download and extract the submissions and comments from a public Reddit dataset for 40 subreddits that I will give you. - Data Collection: Please extract the submissions and comments from this academictorrents link: https://academictorrent...and comments from a public Reddit dataset for 40 subreddits that I will give you. - Data Collection: Please extract the submissions and comments from this academictorrents link: https://academictorrents.com/details/56aa49f9653ba545f48df2e33679f014d2829c10/tech&filelist=1 I only want the comments and submissions for specific subreddits that I will supply to you. Please save the extracted data as csv file. - Frequency: This is a one-time job. Skills and Experience: - Torrent download a...

...automatically downloads building and road data from OpenStreetMap in CSV format on a monthly basis or with a html frontend site, where we can "click" in Downloadbutton. Key requirements: - Automate the retrieval of building and road data from OpenStreetMap - Download the data in CSV format - Set up the system to run the download process on a monthly basis optimizely on html frotend with a download button Format of the csv: ID (from OSM), ZIP, City, District of City, Federal State, District, Street, Housenumber If available the Community and the Code of the Community Ideal skills and experience: - Proficient in OpenStreetMap data retrieval - Programming experience to automate data downloads - Strong understanding of CSV data formatting - Abilit...

I'm in need of an SEO-centric blog writer with a keen interest and understanding in technology. Your role will entail creating medium-length blog posts (500-1000 words). The exact writing style hasn't been specified, so an ability to adapt your style will be key in meeting my project's needs. Ideal skills and experience: -...interest and understanding in technology. Your role will entail creating medium-length blog posts (500-1000 words). The exact writing style hasn't been specified, so an ability to adapt your style will be key in meeting my project's needs. Ideal skills and experience: - SEO writing experience, particularly for blog posts - Knowledge on various technology topics - Ability to write engaging and reader-friendly content - Flexibility in ad...

Project Duration: 1 Hour Project Type: Python Script Modification Project Level: Normal Server Type: Ubuntu 22.04 Number of Changes Required: 1 Project Overview: We have an existing Python script that allows us to upload a CSV with two columns: Prompt Output The script then submits each “Prompt” to the OpenAI API, inserts the output into the “Output” column. We would like one change made to the existing script. Change Required: We would like to add one more column to the CSV file, “Id”, it will be the first column. We use “Id” as our own reference number for the row This column and its value should be retained in the output file. 5* FEEDBACK WILL BE LEFT FOR YOU

I'm looking for a talented writer to craft a compelling 1000-word article on a technology-related topic. Key Requirements: - The article should be crafted with the general public in mind, so it should be engaging, informative and easy to understand for a broad audience. - The piece should be well-researched and contain credible sources. - The ide...writing engaging and informative content, particularly in the technology niche. - Proficiency in conducting thorough research and citing credible sources. - The ability to adapt writing style for different audiences, specifically for a general public readership. - A good understanding of SEO best practices would be a plus. If you're passionate about technology and can deliver high-quality, reader-friendly content, I'...

I'm in need of an expert to assist with the cleanup of our Medicine database. The goal of this project is to accurately remove all duplicate entries improving the overall accuracy of the data. Ideal Skills & Experience: - Strong background in Database / Excel /CSV management, specifically in the medical field. - Proven track record of similar past work. In your application, please include details of similar projects you've worked on. Efficiency and precision are pivotal for this task. Looking forward to a neat and streamlined database!

I need a professional with experience in Odoo to implement accounting reports in Odoo saas~16.3+e (Enterprise Edition). The reports should be exportable as XLSX or CSV files. Required Reports: 1- Account Payables Display tabs for each supplier. Information on invoices issued, quantity, and payment dates. 2-Inventory Summary Display existing inventory as of a specific date. Price and cost information. 3-Sales Tax Display total sales within a specified time period. Consider both taxed and untaxed sales. Additional Features: *Ability to specify dates for the report results. Example: For the "Inventory Summary FEB 2024" report, be able to search for results for January or other previous months. Access and Meeting: Upon project acceptance, access to our Odoo system will be p...

I'm seeking a highly skilled programmer proficient in Excel macros and ODBC data connections to automate critical processes in my business. Specifically, your tasks will involve: - Automating order tracking, inventory management, and vendor communication processes. - Connecting to Excel files, SQL databases, and CSV files using ODBC. - Developing an automated procurement system capable of: - Generating purchase requisitions, - Aiding in vendor selection and negotiation, - Creating and tracking purchase orders. Proficiency in utilizing Excel macros is a must, and experience with ODBC data connections and related platforms is highly desirable. Knowledge of procurement systems and order logistics would be beneficial. Successful completion of this project requires strong c...

I need an experienced Python developer with solid skills in webscraping to gather data from the Premier League's stats page (). The required task involves capturing all available statistics and organizing them into rows and columns within a single CSV file: every season is a row, with different statistics as columns. Applicants should be able to provide the following: - Evidence of past work, particularly related to webscraping. - Their robust experience in Python language and relevant industries. - Detailed project proposals outlining strategy and timeline. Given specified needs, Python is the preferred programming language for this project. Previous experience in similar webscraping projects is desirable, demonstrating your ability to

I need to gather emails from: https://alaskabar(.org)/for-lawyers/member-directories/ Need it in CSV

Scraping : - mets tout les images dans un fihier .zip - scrap le contenu du site comme dans le fichier csv

Looking to develop a hiking App in Flutter. Key Requirements: 1: It will need to work both online and offline and display/use offline maps. (Normally a topo map. ) 2: It will need to allow the user to select different layers to display, eg / tracks / waterways / POI. These could be Polygon shape files, CSV files, KML or GEOJSON files. 3: It will need allow the user to save: tracks as they hike around, POIs, and maybe take a photo at a point and Geolocate it? 4: User will need to be able to add/save waypoints 5: User will need to be able to select items in KML /shape files to display data.

I'm seeking a content writer skilled in creating engaging website copy tailo...be to educate and inform. Therefore, the ideal freelancers should: - Have previous experience writing senior-friendly, informative content - Demonstrate an ability to make complex concepts easily understandable - Show a keen understanding of topics of interest to the senior demographic Content will largely be educational, so the ability to research, synthesize information and present it in a reader-friendly format is essential. Also, the writer needs to be sensitive to the challenges seniors face when online, such as readability and comprehension issues, hence, clarity and ease of navigation should be kept in mind. Please provide previous examples of educational content targeted at a senior audienc...

I need an experienced data scraper to extract specific financial information from the NASDAQ and HKEX stock markets. Your task will be to focus on: - Stock prices - Company financials - Last 5 Years ROE - Last 5 Years EPS - NAV - P/E Ratio - P/B Ratio -Net Cash Flow Other econo...Company financials - Last 5 Years ROE - Last 5 Years EPS - NAV - P/E Ratio - P/B Ratio -Net Cash Flow Other economic indicators(US & HK) -Interest rate -Unemployment rate -Inflation rate The ideal freelancer for this job should have experience in data scraping and familiarity with financial data. The requirements involve pulling data from the past five years. All data should be delivered in a CSV file format. The ability to achieve high-accuracy and precision in data extraction is critical ...