Website database extracttrabajos

...that everything is finished. The application is in spring boot and angular. The database is mysql. Functionality for Taking Photos Using HTML5 and JavaScript, you can use an input element with the type file and the attribute accept="image/*" to allow users to take pictures of documents directly from the browser on a mobile device. Uploading the Image to the Server When a user takes a picture and clicks the save button, the image is sent to the backend server via an HTTP POST request. The backend server can use a framework Spring Boot (for Java) to process the uploaded images. Image Processing and Data Extraction On the server, you can use OCR (Optical Character Recognition) technology to recognize and extract data from images. Libraries like Tesseract OCR (avai...

I'm seeking a professional with experience in text annotation to help me enhance readability and extract key information from Arabic comments on both Facebook and Instagram. This project involves identifying key trends and patterns within these comments. Key Job Requirements: - Fluent in Arabic and English - Excellent understanding of social media platforms, specifically Facebook and Instagram - Strong background in text annotation - Ability to identify patterns and trends in text - Detail-oriented, with a focus on accuracy and consistency Your task will involve reviewing and interpreting comments, then accurately annotifying the content to extract the necessary data. This is a task requiring high levels of concentration and linguistic comprehension. Applying industr...

...traveling to those areas, particularly in the last-mile delivery process. Below is a list of stores. I kindly request you to extract the dataset from one of the listed companies. The list of stores is prioritized in order. 1- IKEA (IKEA store that located in Saudi Arabia) 2- Home Centre 3- Home Box 4- Habitat Furniture 5- United Furniture The priority is the IKEA store. If you encounter difficulties, please proceed to the next store, Home Centre, and continue accordingly. Reminder: I need only to extract the dataset from ONE store. I require an adept Data Extraction Expert with impeccable skills. Please check the pdf attached

I'm seeking a proficient Access Database designer to build an advanced and fully functional task management system. Key Features: - Data Entry Forms: These should be user-friendly and designed for efficiency. - Reporting and Analysis Tools: I need to be able to easily track productivity and analyze task-related metrics. - Data Validation Rules: The system needs to ensure the accuracy of inputted data with stringent validation rules. Structure: The database should consist of 5-10 interlinked tables for comprehensive task tracking and management. Ideal skills and experience for this job would include: - Extensive experience with Access database design, specifically around task management systems. - Strong ability to translate user needs into functional system fe...

...Statutory Registers Key Requirements: A. Auditor Appointment & Filing of Form ADT - 01 (Auditor Appointment). B. Preparation & Filing of Form INC - 20A (Declaration of Commencement of Business). C. Assistance & Documents Preparation for Company's Current Bank Account. D. Preparation & Filing of Balance Sheet, P & L Accounts, Audit Report, and Director's Report. E. Preparation & Filing of Extract of Annual Returns & Financial Statements (Unlimited Transactions). F. Preparation & Filing of Annual Returns Form AOC - 04 (Financials Related Annual Return). G. Preparation & Filing of Annual Returns Form MGT - 07/07A (Management Related Annual Return). H. Preparation & Filing of Minutes of 04 Board Meeting & Minutes of AGM. ...

I'm seeking an experienced freelancer with strong attention to detail to perform data entry into my database. The data to be entered is text-based and extracted from various sources which may have distinct formats. Below are specifics about the job: - Handling Text Data: The job will entail entering a variety of text data into the designated database. - Format Diversity: The data comes from diverse sources, so it does not adhere to a specific format. The ideal candidate must be adaptable in handling different data formats. - Correcting Discrepancies: The freelancer will need to spot and correct discrepancies or inconsistencies within the data sources. Accuracy and keenness to details will be crucial. Ideal Skills: - Proficient in data entry - Strong attention to d...

I'm looking for a skilled professional to improve the accuracy of my cloud-based database. To achieve this, the tasks at hand include: - Identifying and removing duplicate entries - Standardizing data formats to ensure consistency - Conducting routine data cleaning checks to maintain accuracy Ideal candidates should have: - Proven experience in data cleaning and management - A deep understanding of cloud-based database systems - Strong communication skills as I prefer to get updates and progress reports through an instant messaging app.

I'm looking for an experienced freelancer to develop a state-of-the-art desktop bot for ticket purchasing and availability checking on Ticketmaster and BookMyShow websites. The bot should be able to process simultaneous requests, manage queues, and extract links efficiently. Key Features: - Ticket Purchasing - Ticket Availability Checking - Handling Simultaneous Requests - Effective Queue Management - Link Extraction Ideal skills and experience: - Experience in bot programming and development - Familiarity with the desktop platform - Understanding of the ticket-booking domain - Prior exposure to applications for Ticketmaster or BookMyShow would be an asset. If you've done similar projects before or have innovative ideas on how to execute this, I'd love to hear ...

...planner software platforms to compare their offerings and pricing structures. The goal is to provide a comprehensive, visually appealing summary that highlights key features, subscription plans, and costs associated with each software. Scope: Competitors: The platforms to be analyzed include Saninet 3D Planner, MATICAD DOMUS3D, PALETTE CAD, TILE LOOK, VISOFT, and SPARK VISION. Data Collection: Extract detailed information from the competitors' websites, focusing on: Price Features Customer Support Compatibility Cost Type of Subscription What is included in each type of subscription 3D Modeling Costs: Gather information about the costs associated with 3D modeling for new products, including the data required for the modeling process. Requirements: Pricing Comparison: Compi...

...model should be able to understand the text in the images and provide relevant responses to the queries. - The AI model should be trained to high accuracy standards, achieving results of 90% or higher. This level of precision is crucial for the success of the project. - The primary images that the AI model will analyze are photographs. The model should be specifically designed to handle and extract text information from photos. Ideal Skills and Experience: - Experience in training AI models, specifically in the area of image to text conversion. - Proficiency in deep learning frameworks and tools, such as TensorFlow, PyTorch, or similar. - Strong knowledge of natural language processing (NLP) techniques. - Proven track record of achieving high accuracy levels in AI model ...

I'm looking to leverage Azure document intelligence prebuilt models and train models to extract data from a variety of tax and financial documents. The extracted data needs to be exported into a Google spreadsheet. Additionally, I need an interface for users to easily upload these documents. Key Requirements: - Extract data from various financial documents: primarily focusing on Expense reports, W-2 forms, credit card statements, 1099s, and annuities. - Extract specific data from credit card statements such as Transaction amounts, Merchant names, Transaction dates, and also the ability to convert currency and combine rows. - Extract specific data from bank statements like Account balances, Transaction descriptions, and Check numbers. Ideal Skills and Ex...

I'm searching for a professional who is proficient in SQL coding specifically for MySQL database design. PowerShell scripting or similar would also be beneficial. This is a basic level project taking existing Local government procedures and converting them into SQL based processes. An example of which would be creating a import procedure for traffic count data that is presented in a text format (example attached) Ideal Skills: - Experienced with MySQL Database Design - Well-versed in SQL coding - Ability to simplify complex instructions - PowerShell for anything not possible in SQL This project will demand creativity and intelligence to design procedures that simplify data entry processes. Please only bid if you can offer solutions according to the basic complex...

I am experiencing slow query processing and management issues with large ...experiencing slow query processing and management issues with large tables in my MySQL database, primarily storing transaction data. I am seeking a DBA specialist to diagnose and resolve these bottlenecks and improve the overall performance of the system. Ideal Skills and Experience: - Proven experience in MySQL database administration and optimization - Knowledge of query execution plans and optimization techniques - Proficiency in managing databases with 10-50 tables - Experience in handling databases primarily housing transaction data Tasks include: - Investigating and diagnosing slow query performance - Optimizing handling of large tables - Implementing necessary changes to enhance overall d...

...currently in need of a professional who can assist in completing a database for over +14000 companies. The goal of this project is to generate high-quality sales leads. Key Project Details: - You will be required to include accurate and up-to-date contact information including phone numbers and email addresses. - In addition to the contact details, each company's key contact person's name must also be included in the database. The ideal freelancer for this project will have: - Prior experience with database generation and management. - Proficiency in data mining and web scraping techniques. - Exceptional attention to detail to ensure accuracy of information. - Proven track record in generating sales leads through database creation. This project i...

I need an expert in data entry, cleaning, and data visualization in RStudio. The primary goal of this project is to identify trends in a small dataset (less than 1,000 rows). Ideal Skills and Experience: - Expertise in data entry, cleaning, and visualization in RStudio - Strong understanding of R Programming - Prov...than 1,000 rows). Ideal Skills and Experience: - Expertise in data entry, cleaning, and visualization in RStudio - Strong understanding of R Programming - Proven experience working with small datasets with missing data - Ability to identify trends through data analysis Please only apply if you have demonstrable experience with RStudio and data analysis. The ideal candidate should be able to extract meaningful insights from data and present them in a clear and conci...

Seeking a tech-savvy professional to establish an automated system leveraging ChatGPT and Make Automation. The aim is to: - Automatically extract specific information from a variety of documents including Word, PDF files, Excel Spreadsheets, and Scanned documents - Thoroughly analyze extracted content including text, tables, charts, and images for compliance and precision - Automatically generate comprehensive reports based on extracted information for easy reference For this task, proficiencies in AI, Machine Learning, ChatGPT, and automation are necessary. Likewise, experience in OCR technology for processing scanned documents will be valuable. Not only should the candidate be detail-oriented - they should also be adept at debugging and ensuring the system seamlessly integrates...

I'm in need of a data entry specialist who excels in text data entry from online sources. Your mai...entry specialist who excels in text data entry from online sources. Your main task will be to input data from online sources into a structured format of my preference. Ideal Skills and Experience: - Proven experience as a text data entry specialist - Proficient in using data entry software - Attention to detail and accuracy in data input - Familiarity with online data sources and the ability to extract information from them - Efficient typing skills - Ability to follow guidelines and meet deadlines It's crucial that you can ensure accuracy in your work, even when dealing with large volumes of data. Your goal should be to maintain the highest data integrity and quality thr...

I'm looking for a freelancer to help me with email scraping to build a targeted email list in the education sector. Specifically, I'm interested in parents who are seeking tuition services for their children. Key Responsibilities: - Conducting research online to identify and extract email addresses of parents seeking tuition services for their children - Organizing the list in an easily accessible format that I can utilize for email marketing campaigns Skills and Experience: - Proficiency in email scraping and list-building - Prior experience in targeting the education sector is desirable - Understanding of lead generation and email marketing best practices

...highly skilled freelancer for an email extraction project from two highly popular social media platforms - Facebook and Instagram. Key Project Specifications: - Scrape email addresses from both Facebook and Instagram. - Selection of the profiles for scraping should be primarily based on the following criteria: levels of user engagement and followers count. - Along with the email addresses, extract additional user information namely: the account name and its location. Ideal Candidate Profile: - Must have experience in deducing complex social media algorithms. - Understanding of digital privacy laws to ensure compliance during the extraction process. - Fluency in software that can automate this extraction process would be advantageous. My ultimate goal is to utilize t...

I'm seeking an expert in web scraping to specifically help extract data (price, stock availability, description, review content,..) from e-commerce platforms. Your specific task will entail: - Identifying and implementing the most efficient and effective way to scrape data. - extracting all data related to a product (picture, price, description, reviews, rating,...). Your method should maintain adherence to all legal and ethical guidelines - I'll need details on this as your bid. This project will require: - Proficiency in web scraping tools and techniques. - Sound knowledge of data extraction and storing processes. - Ability to work with undisclosed e-commerce platforms. - Familiarity with review structures on e-commerce sites.

I am looking for an expert in web scraping who can efficiently extract business leads. While the primary purpose of the project was not specified, it is undeniable that these leads will play a pivotal role in marketing efforts, like sales lead generation, market research, and contact information collection. Although I did not mention a specific source site, note that the target is business owners, and their revenue and contact information. Therefore, having experience in scraping from professional networking and business directory websites such as LinkedIn or Yellow Pages would be welcomed. Lastly, the exact number of leads that I need hasn't been defined, so I am open to both small and large-scale operations. Ultimately, their quality is of more importance than mere numeric...

...involves migrating a medium-sized database (between 1GB and 10GB) to Oracle, and optimizing its performance. The database schema will also need to be designed, as this is not yet finalized. Key responsibilities include: - Migrating existing data: I need an expert who can handle this without losing any data or causing downtime. - Performance optimization: Once the data is migrated, the database needs to be optimized for speed and efficiency. - Designing the database schema: Your ability to design a schema that aligns with our business goals is critical for this project’s success. Ideal candidates should have extensive experience in Oracle database development, with a focus on data migration and performance optimization. A proven track record in ...

I'm looking for an experienced individual who specializes in website crawling and data extraction to help gather specific information from various websites on a daily basis. - The purpose of the project is to extract data; specifically URLs, contact details (telephone, email), date created, a description, and pricing details. - The desired frequency of website crawling and data extraction is daily, so a high level of commitment is required to ensure consistent data retrieval. Skills & Experience: - The ideal candidate should have experience in website crawling, data extraction, and data mining. - A background in programming or website development would be highly advantageous. - Accuracy and attention to detail are paramount for this pro...

Hi, Nee one simple PhP,MySQL app which will prompt/require for Document-URL: and extract all the short abbreviations inner in (....) from entire document(with PDF,...extensions). The report/result will like this table with 2 columns: sentence | terms-founded | string of terms | check-selection | button "do-it" Then I will select the terms by checking and then I will press the button "do-it" and the selected terms founded between (...) will be savet into MysQl Table. So for Document-URL: this is simple example of line from this report -sentence: "With the deployment of

I am in need...Access specialist to create a straightforward database. The main aim of this project is the production of a simple database with a focus on data reporting. Key Points: - The database is intended for data reporting purposes. - There will be 1-5 different types of data entries (tables) in this database. - The final database should be equipped for generating various types of reports from the data it contains. - I am looking for a freelancer who can also document the database effectively. Ideal Skills and Experience: - Experience in designing and building Microsoft Access databases, specifically with a focus on reporting. - Strong knowledge of structuring databases for efficient reporting. - Ability to provide clear and concise docume...

I need assistance with extracting specific data from a voter list that comes in PDF format from the election commission. Here’s what I need: - Extract Name, FathersName, Age, Gender, VoterID, and SerialNumber from the PDF voter list. - Placement in a standard Excel format is acceptable, no need for any specific formatting. - Not just a one-time service, I also need a software or script that can perform this PDF-to-Excel conversion automatically in the future. Ideal candidates for this project have advanced skills in data extraction, familiarity with handling election data and proficiency in developing an automated system for convenient PDF to Excel conversion.

You will need to visit and search for the following categories. Drainage Glazing repair Appliance repair Plumber Electrician Roofer Use the postcode W2 4DP After you have the search results You will need to open a google sheet and have the following categories Name of Business Website (you will need to find this either from checkatrade or google if you use google do not put LTD on the end) Companies house link for each business use this link The task is to complete 500 companies - please bid knowing this and only bid if you read the brief and understand it

I'm looking for a freelancer who can extract all the information and workouts from the Summers Method workout app. Key Responsibilities: - Extract all workout videos - Compile exercise descriptions - Collect training schedules - Provide me with all data from the application I will provide you with login credentials to access the application and you will need to deliver everything in a PDF document/ along with videos in MP4 format. Ideally, the freelancer should have experience in data extraction, be thorough and detail-oriented. They should also have a basic understanding of workout routines and fitness. Please note that I need all the information from this app, no exceptions.

I need a sound expert to help me separate the bass/drum sound effect from a 1-second MP3 music clip. The task should be completed as soon as possible. Ideal skills and experience: - Proficient in audio editing - Able to identify and extract specific sound elements from a music clip - Previous experience with sound effect extraction

I'm currently experiencing database connection errors on my Wordpress website. Key Requirements: - Fix database connection errors causing website load problems - Ensure the website is running smoothly and all features are fully functional - Full access to the website's hosting account and database for troubleshooting - Clear and timely communication using instant messaging for updates and feedback Ideal Skills and Experience: - Proven experience in resolving database connection errors on Wordpress websites - Strong understanding of database management and troubleshooting in Wordpress - Excellent problem-solving skills and ability to work efficiently - Previous experience in instant messaging for client communication is a...

I need a developer proficient in and a good understanding in API development. I have a parameter I would like to pass which is a string value to pull an entire user object with all of the properties in a database. this would be a string parameter passed into a Get request with a response of an entire record pulled from a MySQL database and using an Interface to extract the properties into a page. This is a very small project and should only take a few minutes of time.

I'm looking for a professional Flask and Python developer to help me implement a user management system for my website. The user management system should have Social Media login integration. Additionally, I would like the selected developer to set up a payment gateway and a MySQL database. Ideal Skills: - Proficient in Flask and Python - Experience in implementing user management systems with social media login integration - Proficient in setting up payment gateways - Proficient in working with MySQL databases

I need a skilled developer who is proficient in working with Google Cloud's OCR functionalities. The project involves the following specifics: - File Format: The OCR system should be able to extract text from PDF files, no other formats are required. - Output Format: The extracted text should be converted into a word file and worksheets. - Language Support: The OCR should be able to recognize and extract text in English only. This task requires someone with expertise in Google Cloud's OCR, the ability to generate word files and worksheets, and a solid understanding of language processing for English. High attention to detail and accuracy is crucial for this project. Basic UI is also needed for file management like input, output, split and review.

I am in need of a technophile with expertise in Microsoft Access databases. Your task will involve: - Populating my database with customer data which includes names, addresses, phone numbers, organisation affiliations, and details of last interactions. - Inputting sales transactions data which include dates, product names, and prices. The ideal freelancer should demonstrate an adept understanding of database management, particularly Microsoft Access, and be able to accurately input data with keen attention to details. Efficiency, accuracy and attention to detail will be paramount for this project.

...urgent project include: 1. Multi-Modal Data Integration: Develop algorithms to effectively fuse information from text, images, and audio sources to capture the holistic context of emotional expression. 2. Text Analysis: Implement state-of-the-art NLP techniques to extract sentiment and emotion from textual data. This involves sentiment polarity detection, emotion classification, and fine-grained sentiment analysis. 3. Image Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify emotional content, including speech sentiment...

I need an expert to collect transaction history and wallet addresses from a specific TON wallet and deliver the data in an Excel spreadsheet. This job is a one-time project; there's no need for weekly or monthly reporting. The ideal candidate should: - Be experienced in data collection from TON wallets. - Have a proficient command of Excel. Your task will be to: - Extract transaction history from the wallet. - Obtain wallet addresses linked to the wallet. - Present this data in an organized Excel spreadsheet. Your main goal is to provide me with a comprehensive view of the wallet's transaction history and addresses. The data should be well-structured and easy to interpret. The main requirement is below. Please read. The wallet address is UQDkZtM_5PbC4kgv59YN6PtT0HA5d...

I am in need of a skilled freelancer who can help me extract all products from an online shop and import them into my Shopify store. Key Responsibilities: - Extracting all products from an existing online shop - Importing/copying these products into my Shopify store I expect the freelancer to: - Ensure all product information is correctly ported over like variants, prices, ean/gtin, description, collections,... - Maintain the quality of product listings - Ensure the product images are not lost during the import I'm looking to work with someone who has: - Experience with product extraction and import - Proficiency in Shopify - Attention to detail Please provide a timeline for completion when bidding. Please check the size of the shop and the number of products you need to c...

I require a proficient web scraper to extract varied data types including text content, images, and metadata from specific websites. The primary function will be to gather, organize and present data in a structured and usable format. - Skills and Experience Required: - Strong knowledge in web scraping tools and techniques - Familiarity with data extraction, mining, and storage - Proven track record in delivering similar projects Due to a time-sensitive nature, I will need this project to be completed within a month. The quick turnaround shouldn't compromise the quality or functionality of the web-scraper. Do bear in mind that reliability, efficiency, and accuracy of the data extraction process should be prioritized in the scope of this project.

...in tradingview. No pragramming language required, just manually check. Note that my strategy name is BRAMMA 1. Objective - Find every stocks in US exchange (Nasdaq and NYSE) that meet the BRAMMA strategy conditions Steps to do before everything. - Please gather all the names of US stocks market in both exchange (Nasdaq and Nyse), then please manually check every stock that meet condition and extract them to excel file. - Please select the trigger that match with the tradingview ticker -Please find list of company in Nasdaq exchange here: - Please find list in NYSE exchange here: - Total share number are: 3381 (Nasdaq) + 5606 (NYSE) = 8987 2. Point to note - BRAMMA strategy conditions are pasted in the appendix

...experienced individual to fill the role of Database Architect/Lead Developer specializing in Netezza and Oracle databases. The ideal candidate will be responsible for designing, implementing, and maintaining database solutions that meet the needs of our organization. This role requires strong technical expertise in both Netezza and Oracle platforms, as well as leadership capabilities to guide a team of developers. Responsibilities  Design and implement efficient database solutions for our organization, leveraging Netezza and Oracle technologies.  Lead a team of developers in the implementation and maintenance of database systems.  Collaborate with other stakeholders to gather requirements and define database architecture to meet business needs.  O...

I have to transfer data and tables from oracle to postgres.

We are in search of a skilled freelancer proficient in web scraping with Scrapy to extract product data from This project involves scraping the Category page to retrieve product details including name, price, SKU, URL, breadcrumb, currency, and brand. Targeted webpage: Category page of Required data: Product name, price, SKU, URL, breadcrumb, currency, and brand Experience: Prior experience in scraping product-related information from e-commerce sites is essential, with proficiency in Scrapy being crucial for accurate and efficient data extraction. Data Handling: Ability to ensure accuracy and consistency of extracted data. Familiarity with different data formats is advantageous. Dynamic Scraping: Navigation logic for all categories

I'm in need of a desktop software that can analyze a specific type of data within a PDF table. The software should: - Read and extract data from a PDF table - Compare this data against another table - Identify and save matching data in the form of an Excel file. The tables in question will contain numerical data only. Ideal Skills and Experience: - Proficiency in developing software for Windows - Experience with data extraction from PDFs - Strong capabilities in data comparison and analysis - Knowledge in Excel formatting - Understanding of numerical data handling.

I'm looking for someone to help me extract information from various video game guides and websites through an LLM or chatgpt. This data needs to be organized into a Questions and Answers format in a JSON file. I will need to process several game guides using the prompts provided. Currently going for $1 per game (I will provide the links and guides to the document, it is fairly a copy and paste job with minor quality checks) Key Responsibilities: - Extract data from a provided set of video game guides and websites - Organize the extracted data into a structured, Question: Answer format - Format the final output into a JSON file Ideal Skills and Experience: - Proficient in English - Experience in data entry or content extraction - Familiarity with JSON formatting - Exper...

I need an expert in Python web scraping to help me extract specific data from a website. - The website I need data from will be disclosed once the project is awarded. - I have a specific list of data points I need extracted. - The frequency of updates for this data is not set yet. Ideal skills: - Proficiency in web scraping with Python - Experience in extracting data from dynamic websites - Ability to follow instructions and deliver precise data outputs - Good communication skills for potential project extensions and updates

I need an expert in Python web scraping to help me extract specific data from a website. - The website I need data from will be disclosed once the project is awarded. - I have a specific list of data points I need extracted. - The frequency of updates for this data is not set yet. Ideal skills: - Proficiency in web scraping with Python - Experience in extracting data from dynamic websites - Ability to follow instructions and deliver precise data outputs - Good communication skills for potential project extensions and updates

I have a significant amount of text data from physical documents which I need entered into a database. The ideal candidate will have experience with both data entry and database management. Key Project Requirements: - Data Entry: You will be responsible for accurately transcribing text data from physical documents into a digital format. - Database Management: The entered data needs to be organized correctly in the database. Prior experience in managing databases is essential. Ideal Skills and Experience: - Proficiency in data entry - Strong attention to detail - Experience in database management - Familiarity with data organization techniques I'm looking for someone who can complete this efficiently and accurately.

I have a Word document that contains some text which needs to be copied to a specific location. The text is to be copied from a Word document, so you must be proficient in working with Word documents. Specifically you should be able to: - Open and extract text from a word document - Have a basic understanding of formatting in Word - Be able to handle document errors or formatting issues The text is going to be pasted to a specific location so you should have: - Good attention to detail - Precision in copying and pasting text - Ability to follow instructions accurately This is a simple project that requires precision and attention to detail. You must be able to follow instructions carefully.

I need a skilled developer with google app script experience to adjust an existing Google App Script that's currently dealing with scraping linkedin from google search api. The purpose of the limit was initially for getting quality data, however, it's currently hindering my ability to extract more social media content - which is crucial for my project's success. I need quick tweak to the script to ensure the limit is removed. It should not only allow for a larger volume of data to be extracted but should also be optimized to prevent any potential server resource issues. Ideal skills and experience for this job include: - Proficiency in Google App Script - Prior experience with web scraping and data extraction - Ability to optimize scripts for performance Please le...