Extract files stored sql database jobs

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 in need of an experienced SQL Server data warehouse designer to help with a project of integrating and consolidating data from different sources. Key requirements: - Expertise in SQL Server: You should be able to design, implement and optimize data warehouse solutions on SQL Server. Understanding data warehouse design principles is essential. - Data Integration: You'll need to work with some of our developers / power users to source data and establish automated integration; experience with integrating relational databases and APIs from web services is crucial. - Data Consolidation: You should be able to create a cohesive, consolidated dataset from these different sources applying appropriate design principles. - Medium-sized project: The data needing in...

I have a unique project focusing on the creation of 3D OBJ files, which will subsequently be used to develop aesthetically pleasing MP4 video presentations for jewellery pieces. Key Deliverables: - Creation of finely detailed 3D OBJ files for specific jewellery designs. - Conversion of these 3D models into 360-degree rotation MP4 videos showcasing the designs. Ideal Skills: - Proficiency in 3D modelling software to create detailed OBJ files. - Significant experience in video animation/rendering, specifically with jewellery. - A keen eye for detail and a strong aesthetic sense to capture the allure of the jewellery pieces. Your portfolio showcasing previously created 3D models and MP4 videos will be highly appreciated. I believe this project offers an exciting opport...

...setup -> deploy our existing project to a new VPS using gitlab 2) Woocommerce -> continue long term development work on our existing custom plugin. Transfer the existing production woocommerce to this staging server. 3) ongoing long term development of our CRM app Other components of our stack which are a HUGE ADDED BENEFIT if you can work on them -> .NET ASP, WEB API + MS SQL DETAILS HERE -> PRIORITY IS TO HAVE A DEVELOPER ON OUR TEAM (LONG TERM) THAT CAN FOR NOW ALSO WORK WEEKENDS AS WE HAVE SEVERAL EMERGENCIES TO FINISH URGENTLY. Someone who can efficiently manage Linux VPS and efficiently use GITLAB is critical. Initially we need part of the hours to be worked in the first weeks from 8:00PM- 2:00am UTC -3 (Brazil Time) later you can work on

...gitlab and code in ., .NET ASP, WEB API + MS SQL. We also have woocommerce and have developed and will continue to develop plugins, so PHP and understanding of woocommerce plugins is a plus but not a necessity. Prerequisites: For the long term project the *STARTING* wage will be as stated below. 1) Accept initial hourly rate of U$5.00 2) If awarded, accept and start work IMMEDIATELY 3) Have MINIMUM OF 20+ hours a week for long term ongoing support and development. 4) Work hours: predominantly 20:00 to 02:00 (UTC -3 Brazil TIME) 5) Be available to work on weekends. Our projects use: GITLAB so you need to be proficient and be able to use our existing pipelines and also create your own. Our stack: , ag-grid, C#, .NET API, MS SQL 2017 , WooCommerce digital product s...

...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...

I have a bulk of digital files that need to be accurately transcribed into a digital format. The files are all in English, so proficiency in English is necessary for this project. Ideal skills and experience include: - Proficient in English - Fast and accurate typing skills - Experience with data entry

Hello, We are F12Design, a platform where customers and designers come together and collaborate on graphic design projects. We would like to build an interactive dashboard to make the workflow simple and effective. Here are a few things on our mind: Languages - (Please free to suggest your own) Backend - PHP, jQuery, and SQL Frontend - HTML, CSS, and JavaScript For Real-time Demo/Example - Please sign up for and check their dashboard ########################################################## Social Login/Create account (Separate customer and Designer Login) ########################################################### Customer Dashboard Order Handling -------------- Past Orders Order Requirements (Quiz* and additional comments) Order Updates Order Delivery Date Order Tracking

...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 ac...

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...

...program that will retrieve an xls file from an email inbox in order to geocode the addresses present in the file via the Google Maps API and insert the geographic coordinates into an SQL table. You can follow these steps: 1. Retrieve the xls file from the mailbox - cron every hour 2. Normalize the xls file for integration into a MySQL table 3. Configure access to SQL database from JavaScript. 4. Insert data into table via SQL query 5. Retrieve addresses to be geocoded from the SQL table. 6. Use Google Maps API to geocode each address. 7. Insert the geographical coordinates (latitude and longitude) in the SQL table. Each line in the xls file corresponds to a delivery. The file has 15 columns. The column names are, in order: Shipment, Rush or...

...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...

I need assistance with scraping data from a website and delivering it in an Excel file. The specifics of the project are as follows: I am looking for a person who will conduct scraping sessions for our business on a regular basis. Desired skills are knowledge of screen-scraper software, sql, Someone with Python knowledge will be better. Willing to follow instructions. Not cramped up with other jobs or other side hustles. Need to have solid internet connection. Expected work takes 5-10 hours per week, once fully trained. Must be responsible. Able to accept PayPal. - The source of the data is a website. This means the freelancer needs to have experience in web scraping. - The data should be delivered in an Excel file. Proficiency in handling and formatting data into Excel is a mu...

Data Specialist: The Data Specialist is responsible for providing information that is in databases, organizing and assembling the information so that teams can make decisions using data. Responsabilities: > Access database. > Create dashboards and analysis according to the demand of the business areas. > Update and automate dashboards that need frequent updating. > Provide suggestions of improvements in business areas. Requirements: > Mandarim is a must > SQL > Office Package > Database usage At Shein, we believe that diversity is the force that drives innovation. We are committed to creating an environment where all voices are heard, valued and respected. All our vacancies are inclusive for people with disabilities, women, black peo...

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 int...

I need a skilled professional who's an expert in Azure Data Factory (ADF) development, SQL, Power BI, and ADF monitoring. Key Tasks: - Creating data pipelines - Building data transformation workflows - Integrating with SQL databases Power BI Usage: - Visualizing data through interactive dashboards - Creating data reports and analytics - Real-time monitoring and alerts ADF Monitoring: - Tracking data pipeline performance - Monitoring data integration processes - Setting up alerts and notifications for job failures. Ideal Skills and Experience: - Expertise in Azure Data Factory (ADF) development - Proficiency in SQL, Power BI, and data visualization - Strong background in monitoring ADF performance - Experience setting up real-time alerts and notifications - Pr...

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 seeking an independent ASP.NET developer based in India with at least 5 years of experience, strong C# programming skills, and familiarity with SQL Server and Asp.net core. Your English skills will be crucial as direct communication with me is required. Key Responsibilities: - Develop a robust business management system leveraging ASP.NET - Implement user authentication and authorization features - Integrate appropriate APIs to enhance system functionality Ideal Candidate: - Minimum 5 years experience in ASP.NET development - Proficient in C# programming and SQL Server - Familiarity with Asp.net core - Experience in developing business management systems preferred - Strong communication skills for client call Please note that this project is only open to Indian-ba...

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.

... The role may also involve programming. Key points: - Coaching: I need 1/1 coaching via Teams on Data Analysis & Data Visualization within Azure Analytics - Programming: If the opportunity arises, the candidate could get involved in programming using SQL - Proficiency: I consider myself at an Intermediate level with Azure Analytics Ideal Skills and Experience: - Proficient in Azure Analytics: You should have a strong understanding of Azure Analytics, specifically in Data Analysis and Data Visualization - SQL Programming: Experience with SQL is a must as you may be involved in programming for this project - Teaching or Coaching Experience: Prior experience in teaching or coaching Azure Analytics would be advantageous - Strong Communication: The ability to clear...

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...

...Skills in database design, data security, and data lifecycle management (i.e., gathering, cleansing, publishing, archiving, back-up and recovery, and purging) for large enterprise systems. Familiarity with master data, metadata, reference data, data warehousing, database structure, business intelligence principles and processes, and technical architecture. Knowledge of database management systems, metadata management tools, cloud storage, and associated security considerations. . Combinations of experience and education will be considered on a case-by-case basis. Experience in data warehousing and governance. Practical experience in enabling data usability, availability, and efficiency. Experience in data management, quality, metadata management, and modeling. Knowl...

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 project, as the data extracted ...

I'm in need of a skilled developer who is experienced with inventory management systems, report production, analytics, user access control, and Windows-based applications. This job involves maintenance of a warranty return tracking software, with specific attention to: -...considered a plus. The overriding purpose of this software is to track and manage warranty returns effectively. Ideally, you should have previous experience in software creation and maintenance for tracking and managing products. The purpose of this project would be Bug fixing and improvement of the software tool already existing. Required: Experience with ER Models architecture Experience with MS SQL server 2017 express as DBMS Experience with Python 3.8.3 and Tkinter GUI toolkit Experience with Powe...

I seek for 20 CAD for the entire project which will be delivered in an hour upon receiving files.

...recruitment website integrated with artificial intelligence (AI) features. • The website aims to leverage AI technologies to enhance user experience, improve job matching accuracy, and streamline the recruitment process for both job seekers and employers. • Development should be based on modern web technologies, such as HTML5, CSS3, JavaScript, and server-side scripting languages like PHP or Python. • Database management system (e.g., MySQL, PostgreSQL) for storing user data and job listings. • Integration with third-party APIs for features like job search, location services, and social media. • The recruitment website will incorporate AI-powered features such as natural language processing (NLP), machine learning (ML), and data analytics to deliver adva...

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.

I'm in need of a meticulous freelancer who can accurately transfer textual data from digital files into a Word document. Key Requirements: - Proficiency in data entry - Attention to detail to ensure error-free input - Familiarity with Word processing software I will provide the digital files containing the textual data, and I expect the final output to be in a Word document.

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.

Hey there! I need a contractor who has access to all the major operating systems: Windows, MacOS, and Linux. For Windows and Linux, virtual machines are acceptable. Another nuance is that you must have an ISO-format keyboard (with a large (tall) Enter key). It includes an additional key with the keycode IntlBackslash, which simply cannot be entered from another keyboard format and thus included in the configurations. The task is fairly simple but voluminous. You will need to add various keyboard layouts to the system and press all the keys in turn on a special web page, which will generate a configuration. List of languages: - English - French - German - Italian - Russian - Ukrainian - Belarusian Each language usually has several layouts in the system. You will need to enter all of th...

I need an adept SQL developer proficient in crafting SQL queries for various tables within our database. The task entails generating four queries, each encompassing approximately 20 conditions that must be met. Utilizing ChatGPT, could you assist in devising these queries?

I'm in need of an experienced SQL Server data warehouse designer to help with a project of integrating and consolidating data from different sources. Key requirements: - Expertise in SQL Server: You should be able to design, implement and optimize data warehouse solutions on SQL Server. Understanding data warehouse design principles is essential. - Data Integration: You'll need to work with some of our developers / power users to source data and establish automated integration; experience with integrating relational databases and APIs from web services is crucial. - Data Consolidation: You should be able to create a cohesive, consolidated dataset from these different sources applying appropriate design principles. - Medium-sized project: The data needing in...

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

Note: Budget Fix 2000INR and time line 5 Day's I have a project currently in Codeigniter 3, and I'd like it converted to Laravel 10. This pro...will require thorough understanding of both frameworks, and it's crucial that all existing features and functionalities are precisely replicated in the new version. While I don't have specific features to prioritize, I will identify specific elements as the project progresses. Skills and experience required: - Profound knowledge in Codeigniter 3 and Laravel 10 - Expertise in PHP development and SQL databases - Proven experience in similar conversion projects Note: The finalized budget for this project is 2000INR. Please only bid if you can work within this budget. The timeline for project completion can be discussed d...

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 plus Had issues lik...

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 have a bulk of digital files that need to be accurately transcribed into a digital format. The files are all in English, so proficiency in English is necessary for this project. Ideal skills and experience include: - Proficient in English - Fast and accurate typing skills - Experience with data entry

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.

...high-complexity T-SQL stored procedure used for data analysis that I need translated into PySpark code. The procedure involves advanced SQL operations, temporary tables, and dynamic SQL. It currently handles over 10GB of data. - Skills Required: - Strong understanding and experience in PySpark and T-SQL languages - Proficiency in transforming high complexity SQL scripts to PySpark - Experience with large volume data processing - Job Scope: - Understand the functionality of the existing T-SQL stored procedure - Rewrite the procedure to return the same results using PySpark - Test the new script with the provided data set The successful freelancer will assure that the new PySpark script can handle a large volume of da...