Information extraction from text python code jobs

I'm currently seeking a proficient freelancer in Google Cloud Platform (GCP) who specializes in Infrastructure setup, Virtual Machine manageme...setup, Virtual Machine management, and Data storage and management. Key Tasks: -Setting up a secure and efficient GCP Infrastructure -Managing and optimizing Virtual Machines -Handling Data storage and management effectively The freelancer needs to have: -Sound knowledge and experience in GCP -The ability to implement advanced automation in GCP Programming Skills: -High-level proficiency in Python -Competency in Shell scripting is necessary This project is for those who are passionate about cloud technologies and eager to help initiate an advanced level of automation within my GCP environment. Please, only those with the relevan...

I'm in need of a capable and experienced developer to create new C++ code from scratch for an Action/Adventure game. Requirements: - Develop comprehensive C++ code that satisfies the requirements and concept of an action/adventure game - Ensuring a highly interactive and engaging user interface - Maintain high performance and prevent any bugs or errors Ideal skills and experience: - Experienced in coding from scratch using C++ - Strong background and portfolio in game development, specifically in action/adventure games - Ability to troubleshoot and problem solve potential issues quickly and efficiently The end product should be a well-structured and written code that can be easily built upon in the future if needed. Candidates should be detail-...

No AI generated art work please look at reference art projects will be rejected if it looks nothing like the character. High Elf Archer is a slender and tall elf with green hair that is long in the back and short in front, with two braids at the side. She has l...beautiful, even among elves. On several occasions, she is shown to take the immediate attention of males. She has a small bust, which she is sensitive over. High elf archer should be provocatively dressed and flirty but not over overly done to the point of pornogrophy More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Experience How soon do you need your project completed? 2 weeks

No AI generated art work please look at reference art projects will be rejected if it looks nothing like the character. Priestess is a pretty young woman with long blond hair that is tied back in a small ponytail by a small blue bow with chest-length hair strands ha...with golden outlines and wielding a golden-colored staff decorated with blue jewels. Unseen, during adventures, she also wears protective chainmail under her garb. Priestess should be provocatively dressed and flirty but not over overly done to the point of pornogrophy More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Experience How soon do you need your project completed? 2 weeks

I'm looking for a Python expert who can help me preprocess and normalize a CSV dataset for a machine learning project. Key Responsibilities: - Loading the CSV dataset - Adjusting timestamps - Merging data from a single file - Normalizing the data using Min-Max scaling Ideal Skills and Experience: - Proficient in Python programming - Solid understanding of data preprocessing techniques - Experience with handling and merging large datasets - Familiarity with statistical analysis and machine learning modeling This project is crucial for setting a solid foundation for the subsequent machine learning analysis. The freelancer who takes on this role should be able to execute these tasks accurately and efficiently, with a strong eye for detail.

No AI generated art work please look at reference art projects will be rejected if it looks nothing like the character. Cow Girl is a young woman with rose-colored eyes and short red hair. Working on a farm since childhood has given her an athletic body. She i...short red hair. Working on a farm since childhood has given her an athletic body. She is often seen wearing a long-sleeved shirt, black overalls, and black work boots. Cowgirl should be provocatively dressed and flirty but not over overly done to the point of pornography More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Experience How soon do you need your project completed? Within 2 weeks

...requirements: - Implement DTLS in C: The primary goal of this project is to introduce DTLS to an existing system for secure communication. - Tight deadline: This project needs to be completed within two weeks. Timeliness and reliability are crucial. I need the data coming from the server to the client over UDP socket to be encrypted with DTLS, and it should appear as DTLS in the protocol section of Wireshark. In addition, the code should be able to handle streaming video or live feed over the socket accordingly. This code should work in linux and windows. Ideal Skills and Experience: - Proficiency in C: Extensive experience with C language is a must. - DTLS Knowledge: Prior experience implementing DTLS is highly preferred. - Security Background: Strong understand...

I need a freelancer to convert a series of simple, text-based PDF documents into Word. Your job is to ensure that the text in the Word documents is fully editable, and that the original formatting is preserved. Key Responsibilities: - Convert multiple text-based PDF documents into fully editable Word documents. - Ensure the text is accurately extracted and maintained, without any errors or omissions. - Preserve the original formatting of the documents in the Word version. Ideal Candidate: - Proven experience in PDF to Word conversion, especially with multiple documents. - Proficient in software for text extraction and formatting preservation. - Attention to detail and ability to meet deadlines. Please note that the documents are text-on...

...web dashboard using Python with Django framework. The purpose of the dashboard is to monitor a specific service. Admin can create new services or update / delete Ability to add commands to start a service if it crashes by using the commands and notify on successful execution. As well as provide web dashboard for visibility . If this service crashes, the dashboard should send notifications via email and then restart the service. Key Requirements: - Develop a Python-based web dashboard using the Django framework. - Implement a monitor for a specific service. - Configure email notifications to be sent out to a designated email address upon service crash. - Enable the dashboard to automatically restart the service upon crash. Your Experience: - Proficiency in Python...

I'm looking for a skilled Python developer to help me with a scraping project. I need to extract specific product data from a website's table. Skillset: - Proficiency in Python and Scrapy - Experience in web scraping - Familiarity with handling web popups The website () contains a table with important product information. For each product, I need the following details scrapped: Certificate Type Certificate Number Product Type Organization Name Country Issue Date Expiry Date in addition to Product Details Brand Model Description Barcode The data should be saved in a CSV file. There are no specific rules or requirements to be followed during the scraping process.

I'm in need of a skilled and experienced Amibroker coder to help me write AFL code that will be used to automate trading activities in the Stocks and Futures markets. Key Responsibilities: - Writing AFL code to implement a strategy that will automatically execute trades based on predefined rules. - Ensuring the code is robust, efficient and able to handle the complexities of both the Stocks and Futures markets. Ideal Skills and Experience: - Extensive experience in writing AFL code for Amibroker. - Proven track record in developing and implementing automated trading strategies. - In-depth understanding of both the Stocks and Futures markets to ensure the code is appropriate for both. If you're interested, please provide examples of previous A...

...for the project include: - Develop the system using Python, Java, and C# - Ensure that the system can accurately extract and process text from different types of documents - Implement a reliable method for processing printed documents, handwritten notes, and scanned images - Provide a user-friendly interface for uploading and retrieving documents Ideal candidates for this project should have: - Proven experience in developing OCR systems - Expertise in Python, Java, and C# - Strong understanding of document processing techniques - The ability to deliver a user-friendly and efficient solution If you have prior experience in OCR development and are confident in your ability to deliver an efficient and reliable system, I'd love to hear from you. Pl...

I need a Python developer to help me convert a PDF file into an XML file. And Share that Python Code With me as well. Key Requirements: - The primary task is to extract text from the PDF and structure it into an XML file. Ideal Skills: - Strong proficiency in Python, with a good understanding of its syntax and libraries, particularly for PDF processing. - Experience in text extraction from PDFs is a plus. Please note that I do not have a predefined XML structure in mind, so I'll need some guidance on how to structure the output.

My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

I'm looking for a skilled Python developer with experience in web scraping and Selenium. Your task is to extract a domain list from a given URL (). The data extracted should be cross-referenced for each domain with the following fields: name, full address, email, and phone. Key Requirements: - Extract domain list from a specific website () - Implement cross-referencing for each domain with name, full address, email, and phone - Proficiency in Python and Selenium for web scraping - Ideally, experience with data cleaning and manipulation Please note that the number of records on the dealer locator is unknown. Your ability to handle large data sets will be crucial for the successful completion of this project.

I'm looking for an experienced Python developer who has previously worked with options Greeks and the Zerodha API. Your main tasks will involve: - add third order greeks to an existing code The ideal candidate should have a strong command over Python, especially the Pandas library, and a thorough understanding of financial markets, particularly options Greeks. Prior experience working with the Zerodha API will be highly beneficial for this role. I look forward to your proposals!

...a skilled developer who can create a tool that utilizes Google Chrome to perform searches and click on search results multiple times. Key Project Requirements: - The tool should be built using Python, Java or Visual Basic - The primary goal of the tool is to perform automated web browser searches and click on various results - The tool should utilize Google Chrome as the web browser To give you a better idea, the tool should: - Conduct multiple web searches on Google - Click on a configurable number of search results from the returned search page Ideal Skills and Experience: - Proficient in Python, Java or Visual Basic - Experience in browser automation and web scraping - Familiarity with Google Chrome's automation capabilities If you have experience with s...

Integrate API 4-5 pages only. Include Live Chat

I'm in need of a skilled developer to create a web application that can detect variou...Detection of Motherboard Chipsets: The app should be able to identify different motherboards and their chipsets. - Display Detection: The web app should be able to recognize different display devices. - BIOS and Driver Information: The application should provide detailed information on the BIOS and driver versions. - Compatibility Check: It should also be able to check compatibility information of the detected hardware. Skills and Experience: - Proficiency in web development and creating user-friendly interfaces. - Experienced with hardware detection and information extraction. - Knowledge of Windows operating systems and compatibility. Please include details of...

If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS ...-started Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text using the AWS Transcribe service. Deliverables: • All source code • Instructions on executing executable with actual credentials

I'm in need of a skilled Python developer to work on a web scraping project. Key Requirements: - I'm primarily focusing on Web scraping as the main functionality for the project. - You should be well-versed in Python and have a proven track record in data analysis. - Knowledge of web scraping is essential to ensure efficient and reliable data extraction.

1. Migrate equaleartth from gate to hostinger Philippines. Hosted in my name. 2. Transfer my domain vanxilefpaintings from gate to my plan with in the Philippines 3. Upload text and about 500 pictures to my website

I'm currently in need of someone with expertise in graphic design to help reimagine the layout of my existing text-based logo. While the style should remain consistent, I want to rearrange the logo so teh writing is all on one line, retain the turbo either between the works or at the end of the words and remove the spanner. The logo is for a long banner for the front of a building. Key requirements include: - Ability to work with text-based logos - Skilled in modern, minimalistic design - Proficient in reorganizing elements for a visually striking yet organized output Aesthetics are vital in this task, yet the ability to incorporate the reorganized elements seamlessly into the existing style is equally important. Note that the style is not changing, it's the la...

My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

I'm in need of a skilled JavaScript developer to create a sophisticated web rich text linkage. I'd like this linkage to connect seamlessly with data from a web spreadsheet. The ideal candidate for this project would be comfortable with Onlyoffice, as I'm looking for advanced document collaboration features integrated into the solution. Key Points: - Develop a web rich text linkage that interfaces with a web spreadsheet - Expertise in JavaScript is mandatory - Familiarity with Onlyoffice for advanced document collaboration is a big plus - The solution should be hosted on an on-premise server If you have the skills and experience to deliver a reliable and feature-rich solution, please reach out.

I'm in need of a skilled Python coder to assist me in deploying Locally Hosted Language Model (LLM) applications. Here are the details: - **Operating System**: The deployment is hybrid, so familiarity with Windows, macOS, and Linux is ideal. - **Purpose**: The primary aim of the deployment is for text ebedding (vector db) and generation. - **Requirements**: Specifically, I'm looking for functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app - whisper transformers for stt ttl - AWS S3 bucket for file serving Essential skills for this project include a strong background in Python programming and experience with deploying application...

...well-structured line graph based on data from a questionnaire that automated itself using text and numeric data. This project requires knowledge and practical experience with: - Excel data manipulation - Advanced graphing techniques - High attention to detail. The project specifically involves working with three or more different data sets and multiple excel books. The right candidate should have a track record of creating visually stunning and effective Excel graphs that allow for easy interpretation and extraction of meaningful insights from text data. The line graph should allow for a comprehensive overview of all data sets at once. It should make it easy to identify trends and changes over time. Previous experience interpreting and graphing ...

...following tasks: - Setting up Modbus communication between Raspberry Pi and Panasonic Servo Driver (Model Number: MDDLT55SF) - Setting up CC-Link IE TSN communication between Raspberry Pi and Mitsubishi Driver (Model:MR-J5W3-222G) - Writing code for controlling the servo driver from the Raspberry Pi - Testing and debugging the system - Providing support for any issues that may arise during the project Previous experience with Raspberry Pi and Panasonic Servo Drivers is a must. Additionally, the ideal candidate will have a strong understanding of programming in Python, as well as a background in robotics or industrial automation. GUI in Raspberry Pi will have START button. When we click on start button: Step 1: Communicate with Start Panasonic Servo Driver 1 to ...

I need a Python program that can tap into Yahoo's fantasy football datasets using their API and extract various essential pieces of historical league-specific information. The main requirements of my project include: - Extracting information like player statistics, team standings, draft results, transactions (trades and adds/drops), weekly schedules (head-to-head matchups by week), weekly lineups, scoring settings, and league settings The Yahoo API Endpoints you'll need to use as inputs to derive the above data extracts for a particular league are: - the associated League ID (each league created by Yahoo is given it's own unique ID that a league member can provide) - the associated Game Key (there is a unique Game Key provided by Yahoo by fantasy sport...

hey there! I am working on a project with audio narration of the Bible stories that Jesus told (also called parables). The audio would be sent over and would be a straight reading of the text. Looking for someone to create a general vibe and color palette and have a lot of fun and bring their style into it and we could do potentially 10 of these stories together. They are around 30-45 seconds long each. Some stuff I have done with other animators is up at :)

...capabilities. While I did not specify a preferred programming language, I need someone versatile in universal languages such as C++, Java, or Python. Key features and requirements: - Data Management: The application should seamlessly handle data input, output, storage, and backup. - Report Generation: A core feature should be to generate real-time, insightful and efficiently formatted reports from the managed data. - User Authentication: A secure user authentication process is essential, ensuring only authorized users get access to data or functionality. Ideal Candidate: - Comprehensive experience in diverse programming languages (C++, Java, Python) - Expertise in developing applications with data management, report generation and user authentication features. ...

I am in need of an experienced video editor to create cinematic and dramatic edits for my Youtube channel. Requirements: - edit small 1 minute videos with watermarks and text to describe in an entertaining way - Editing focus on Youtube and instagram - The style of editing should be cinematic and dramatic, to keep viewers engaged. - Specific elements to include are text overlays and background music on occasion Ideal skills for this project include: - Proficient in video editing software. - Experience in creating cinematic and dramatic edits. - Ability to incorporate text overlays and background music effectively. I am looking for someone who can bring creativity and finesse to my videos. Experience with Youtube editing will be an added advantage.

I'm looking for a competent Moodle developer to enhance the user interface of our current online text assignment plugin. The main purpose of this plugin is to facilitate the process of submitting assignments and grading them. Key Requirements: - Redesign the online text using the existing grading page - Focus on enhancing the layout and organization of the user interface Ideal Skills and Experience: - Proficient in Moodle plugin development - Strong understanding of user interface design principles - Prior experience in improving UX/UI of online educational platforms - Ability to efficiently work with existing coding structures. This is a simple project and only a simple solution is sought

...seeking an experienced Moodle plugin developer for personal use. The main requirement is to ensure that the plugin fosters good user interface with functionalities that can make it modern and clean. Here are the project's details: -The idea for the plugin is that it uses the already existing format seen in the grading view for submissions and instead uses that as the foundation with the online text replacing the pdf panel (left) and the feedback panel (right) will instead store instructor provided resources such as assignment-relevant description, links, and most importantly, the assignment rubric for easy viewing. - The plugin should have a good user interface. This will significantly improve user experience and interaction with the platform. - Only barebones structure f...

I'm looking for someone with experience with APIs and SDKs in Python who can guide me through successfully connecting to the Kwenta SDK. Your main task will be to help me connect it, so I can execute the order. I'm looking for someone who can explain things clearly and concisely, and is available to answer any follow-up questions I may have.

...have a web scraper script that needs fixing. It's designed to scrape various URLs from the Apollo website. Key Requirements: - Scraper debugging: The script is currently not working properly, and needs to be fixed. - URL scraping: The script should be able to successfully pull the data from the selected URLs on Apollo website. Experience with: - Web Scraping: Previous experience in web scraping is essential, as the data needs to be pulled accurately from this specific website. - Script Debugging: Ability to identify and fix issues within an existing script. - Proficiency in Python or relevant language for web scraping. - Knowledge of Apollo website structure. Please make sure your bid includes information on how you plan to approach fixing...

I'm seeking an experienced data extraction specialist to scrape both HTML and text files for specific data. Particulars to look for will involve the text content within these files that follows a mixed format structure so would require vast knowledge and understanding of both table format data and paragraph-style data. Key Skills and Experience Required: - Strong abilities in web scraping - Adept with HTML, text parsing - Knowledge of data formats and how to transform data - Proficient in CSV file generation. We need a comprehensive extraction that maintains the integrity and accuracy of the data. As these files do come in multiple formats, versatility and attention to detail are paramount on this project.

ACDP is an enterprise and on the lookout for a skilled IT professional to help bring a variety of projects to life. The scope is broad, encompassing possible website development, software creation, or app building initiatives. **Initial Requirements:** conversion and enhancement of a Codeigniter-based website to WordPress. DNS Security configuration. Addition of webpages, design and functionality as per a chosen template. - **Past Work:** Showcase similar projects you've spearheaded or contributed to significantly. Links or a portfolio will be highly beneficial. - **Experience Level:** I'm targeting someone with an intermediate level of experience. You should have a solid track record and be comfortable tackling the complexities of IT development without needing extensive ove...

I'm in need of an office assistant residing in Pune who can support me with managing emails, scheduling appointments, and help in daily activities. The role will require 50 hou...emails and managing my inbox - Scheduling appointments and managing my calendar - Assisting in daily activities and other office related tasks as needed The ideal candidate for this role will have: - Proven experience in managing emails and scheduling - Proficiency in Microsoft Office suite - Strong organizational skills - Previous experience in customer service would be a plus Candidate has to be from Pune, India Your ability to prioritize tasks, communicate efficiently, and maintain a high level of confidentiality will be critical for this role. A proactive approach and attention to detail is also...

I browse to a text file containing a definition of a flowchart e.g. the intended flowchart is attached file It creates an image file of the flowchart. Simple example: See attached file The text file has 3 lines as follows: 1 circle 1.5 5.3,1.2 Begin 2 rectangle 6,2 5.3,2.5 Find node that represents the itemset 3 line 1,2 This file would mean to: 1: Draw a circle with radius 1.5 at point (5.3 across,1.2 down) with the word "Begin" in it. 2: Draw a rectangle with width 6 and height 2 at point (5.3 across,1.5 down) with the words "Find node that represents the itemset" in it. 3: Draw a line pointing from 1 to 2 I don't care how the definition works other than how general it is. The above is just to show what I mean. 1. You could provide th...

...Conditions: The keyboard emulator must function correctly within the game. The project must be compatible with Windows 10. Candidates should be proficient in at least one of the following programming languages: C++, Python, or Pascal. Payment will be made upon successful demonstration of the emulator working within the game. Note: This project does not involve breaking any game's security measures or installing unsigned drivers. Important Information: Macro usage in the game is permitted and is not considered illegal. Before bidding on the project, please confirm that you have reviewed the code provided in the attachment. The project requires more in-depth and lower-level coding knowledge than the example provided in the attachment. It necessitates knowledge...

I'm looking for a talented individual who can help me develop an LLM text model which behaves like a virtual girlfriend. This text model must be engaging in intelligent dialogues with emotions and feelings. Here are the primary requirements for this project: - Create an AI-driven text model: I need a text model that is capable of engaging in intelligent dialogues. This means understanding context, providing relevant and meaningful responses, and exhibiting emotional intelligence. - Incorporate emotional responses: The text model should be capable of expressing emotions and feelings in a realistic manner. This is crucial for creating a believable and engaging virtual girlfriend. - The model can be trained from scratch or, if you have knowledge...

I'm seeking a professional to create an Information Memorandum specifically aimed at securing financing from venture capitalists and or private equity. This document should include detailed financial information, such as: - Revenue projections - Profit and loss statement - Balance sheet - Adopt government statistics - Market & Industry Analysis - Design funding models The ideal candidate for this job should have a solid background in finance, business analysis, and experience in creating successful Information Memorandums for the Australian market. They should be able to present complex financial data in a clear and concise manner to appeal to potential investors.

...for my hair salon, "CXR Hair Studio". I'm looking for a simple and sleek text-based logo. You can have the words “cxr” and “hair studios” in different fonts to spice it up. The main requirements are: - Color Scheme: The logo should have a black background with white letters. The words “CXR” and “hair studios” can be in different fonts to spice it up as well. This minimalist approach will help maintain a clean, professional look that's essential for a hair salon. - Font Style: I'm hoping to have an elegant font style for the logo. This will give it a sophisticated and stylish visual appeal. - Graphic Elements: I'm not looking for any graphic elements to be incorporated with the text. The focus s...

I need a Python program to parse a JSON file and format it correctly to be JSON compliant. Key Requirements: - Input Data: The input data is in JSON format. - Output Data: The JSON output should be properly formatted and adhere to a specific schema or structure. Skills and Experience Required: - Proficiency in Python programming. - Strong understanding of JSON parsing and formatting. - Experience in adhering to specific JSON schemas or structures. Please let me know your experience in similar projects and any relevant information that would make you a strong candidate for this job. You will pass the name of the input file as an argument and the output file should be the same file name with the .output extension. The input file is attached. Pay attention to the ...

I am looking for an experienced Full Stack developer with experience in TypeScript to rewrite the existing codebase of a web application. We have a copy of the old code base and all the tech stack interactions but require the code to be rewritten as we no longer have rights to the current webapp. Ideal Skills: - Proficient with TypeScript - Hosting with Vercel and Neon - Code review and improvement - Strong knowledge of software development principles and best practices. Please mention your relevant experience when bidding for the project and provide a brief explanation of how you plan to approach this task. Details will be ironed out once the freelancer has been chosen.

You must to be at least 16 years old and live in Latin America or Eastern Europe. ✻ NO EXPERIENCE REQUIRED ✻ You do not need any experience whatsoever, but you must be clever and eager to learn. No. I am *not* being charitable; rather, I am being practical. ✻ PAYING YOU TO LEARN ✻ No. You aren't dreaming. I value intelligence and problem-solving ability over experience. I'd prefer to work with someone who is clever and learns quickly rather than someone experienced but is not very intelligent and/or does not solve problems scientifically. Would I hire an Isaac Newton or an Albert Einstein even if he had no programming experience? Of course I would. ✻ TESTS ✻ You must pass several difficult logic tests to work with me. The first logic test you complete for me will be an un...

Python Script Developer for Photoshop Automation & WordPress/WooCommerce Integration We are seeking a freelance Python developer to create a script that automates Photoshop tasks and integrates with WordPress/WooCommerce for product customization. The script will: Develop a Python script to automate Photoshop operations. Integrate the script with WordPress/WooCommerce to retrieve order details. Automatically open Photoshop and modify PSD files based on customer orders. Update text layers with customer input and save customized templates as JPG/PDF.

Seeking a long-term Python Data Scientist and Generative AI expert Your task is to develop a prototype chatbot that is powered by Generative AI and Large Language Model (LLM) to respond to user queries using domain-specific knowledge and RAG implementation. The project will focus on integrating LLM frameworks, managing data preprocessing, and implementing the chatbot's user interactions. ONLY people who respond to below screening questions will be considered: 1) Did you fine-tune an LLM model using LoRA or QLoRA? If so, which model did you fine-tune, and what was the use case? 2) Do you have a GitHub profile? If so, can you share the link? 3) Are you proficient in English, and what is your hourly rate?

I have a simple python script that interact with an API that takes data from said api and outputs it in a table. The service where I use the API also has a website where I can see in the same table format the exact same data. Pandas know how will help. My problem is that the data from API and from service is mismatching. Your job is too look and identify where the problem is. You will receive both program (simple streamlit app that runs locally) and login details to website to cross check.