Python programming jobs salary jobs
I'm looking for a Python expert who can assist me in building an algorithmic trading system. The focus is on trade execution, and I need the system to be compatible with Fyers and Kite trading platforms. Key Requirements: - Development of an algo trading system with a strong focus on execution - Integration with Fyers and Kite trading platforms - Ability to support both automated and manual trade execution Ideal Skills and Experience: - Proficiency in Python and relevant libraries for trading such as pandas, numpy, etc. - Previous experience in developing algo trading systems, particularly with a focus on trade execution - Familiarity with Fyers and Kite trading platforms - A solid understanding of both automated and manual trade execution in the context of algorithmi...
I need a skilled developer with extensive experience in Python and Solana to integrate my existing Python script with the Solana blockchain using Jito Validator. Key Tasks: - Integrating Solana with Python application - Using Jito Validator for the integration This is a time-sensitive project with an urgent deadline. I am looking for a professional who can dedicate their full attention to this task and deliver high-quality results within a short timeframe. Ideal Skills and Experience: - Extensive experience in Python - Proficiency in Solana blockchain development - Previous experience with Jito Validator, or the ability to quickly learn and adapt to it Please only apply if you have the necessary skills and are able to work on this project immediately. Than...
This project requires expertise in Event-B Modelling & Spark I think you must be an Electronic, elevator engineer or electrical engineer and a programmer to be able to do this If you feel you are confident with this requirement and you can do this kindly place your bid while we discuss extensively on the requirement and timeline
I need a Python expert to create a robust parser for extracting data from large JSON files, each exceeding 10 MB. Key Requirements: - Comprehensive knowledge of Python - Strong grasp of JSON data structures - Experience in handling and processing large data files - Familiarity with data extraction techniques The parser should be highly efficient and capable of managing substantial JSON files seamlessly, without compromising on the speed of execution. I value your expert advice on the most suitable Python libraries to use for optimal results.
I'm in need of a specialist in Linear Algebra and R programming. Your role will entail solving complex linear equations, matrix manipulation, and statistical analysis. Given this is R programming related, a strong technical understanding and experience in this area is non-negotiable. You should primarily possess the following attributes: - Proficient in Linear Algebra and R programming - Solid proficiency in executing statistical analysis in R For an application to be considered, it should contain a comprehensive project proposal detailing how you intend to approach and solve the tasks. Although experience is essential, a gameplan on how you'd approach these tasks in R coding is more significant. Please note, the resulting work will be for a yet to be di...
I am in need of a proficient programmer with expertise in Python, Java, and JavaScript. The main goal of this project is to develop a mobile app pertaining to social networking. The perfect fit for this project will have the following expertise and experience: - Proficiency in Python, Java, and JavaScript - Extensive experience in mobile app development - Knowledge of the architectures, trends, and emerging technologies of social networking apps - Experience in building mobile apps with superb user experience and interface design The ultimate goal is creating a unique, user-friendly, interactive, and impressive social networking mobile app.
...compress the resulting AST for a classification problem. Key requirements for this project include: - Proficiency in Python: You will be working with a Python code base and dataset. Familiarity with Python is essential for this project. - Understanding of AST: You should be able to construct an AST tree based on the provided dataset and code base. - TensorFlow Experience: I would like the Autoencoder to be developed using TensorFlow, so prior experience with this framework is a must. - Output format: The desired output format for the Autoencoder is JSON, so you should be comfortable working with this format. This project is ideal for someone with a strong background in programming, machine learning, and deep learning, and it provides an opportunity to wor...
...app. The primary function of this bot will be to sell after every high (when the stock first loses value) and buy after every low (once the stock first gains value). Key Requirements: - Development of a trading bot specifically for the Robinhood stock trading app. - Programming to ensure the bot can automatically sell when the stock reaches a peak and buy when it's at a low. - Integrate the bot into Robinhood's platform. Ideal Skills: - Proficiency in a programming language suitable for stock trading bot development (e.g. Python, JavaScript, or C#). - Previous experience designing and implementing trading algorithms. - Familiarity with the Robinhood platform or ability to quickly learn how to integrate with it. - Strong understanding of stock market and ...
Salary 2000 EUR Montly + bonuses I am looking for a native German-speaking individual who can effectively offer customer support for my business. Key Responsibilities: - Responding to customer queries over the phone with promptness and professionalism. - Resolving customer complaints while maintaining a positive and empathetic attitude. - Providing information and assistance regarding products to the customers. Ideal candidate's profile: - Proficient in German (native speaker level) - Proven experience in customer service - Ability to manage stressful situations - Excellent communication skills, especially over the phone. If you believe you're a good fit, please make a bid. Looking forward to working with a dedicated professional who can handle our German customer b...
...Method (FEM) analysis on a non-linear structural model using Python. hi, there I have other project to work with its about FEM analysis(python)of the Implement a finite element procedure using 8-node trilinear element for three-dimensional linear elastic solid mechanics problem; Visualize the finite element simulation results for several example problems via the visualization toolkit Paraview; relevant results of the stress calculation , there are three problem parameters to solve. I can provide you detailed instruction and reference work as well if you are interested Key Points: - The project will primarily focus on analyzing stress distribution in a non-linear material setting. - You need to have experience with Python programming and specifically its lib...
...may contact you via our APP. If you generally do not want this, we ask you to let us know here. [LINK to unsubscribe] --- END OF MAIL --- The SMS would look like this: --- START OF SMS --- You have received a new message from XY, you cannot open the second part of the message until {date}. {personal message part 1 from XY} {URL for more information} --- END OF SMS --- ***) All content/programming of the link and button targets are not part of the work When the recipient confirms receipt, the sender should receive a push notification and be able to see this in the list of threads they created. The user should receive an overview of all threads, he can neither change the message nor the date, but only see what data he has saved OR delete the thread. If the recipient has sav...
This project focuses on creating a Python-based machine learning model with the purpose of analyzing historical stock price data and intraday data to predicting future values. The overall goal is to be able to evaluate investment opportunities better. Ideal Skills & Experience: - Familiarity with Python is a must, as this will be the primary language used - Proficiency in regression models, LSTM , as the chosen Machine Learning model - Experience working with stock price data analysis and forecasting - A proven record in Machine Learning project Project Requirements: - Develop a python software that can ingest and analyze historical stock price data - Apply regression models to draw predictive insights about future stock prices - Prioritize accuracy in the predi...
I'm looking for a skilled programmer who can help me commission an Allen Bradley PLC for hydraulic tire presses. The service engineer would be responsible for: - Compliance with the programming of the PLC and ensure control devices have proper function. - Working with other engineering disciplines (Electrical and Mechanical) to deliver a successful project. - Compliance with all health and safety, quality assurance and all other company policies and procedures. - Commissioning PLC controls, carrying out I/O checks, motion checks and support troubleshooting. - Reporting progress and accomplishments each day. The system should have: - Data Logging: Ability to record and store data for further analysis and monitoring. - Fault Detection and Diagnosis: Ability to identify issues ...
I'm having trouble with the CSS of my Flask/Python application that's running on a WSGI server like Gunicorn or uWSGI. Despite having configured the server correctly to serve static files, the application's CSS is not displaying as anticipated. Specifics needed: - Experience working with Flask/Python applications - Understanding of CSS, HTML and image handling - Knowledgeable about deploying applications on WSGI servers - Ability to diagnose and resolve rendering issues Your task will be to troubleshoot where the issue is coming from and provide a solution. Your application proposals should be detailed with the steps you will take to rectify this issue, as well as any prior experience you have with similar projects.
I'm in desperate need of a Logic Pro expert who can recover a corrupted project file. Here's the situation: - After my file got corrupted, I tried to restore it and failed. - Not sure if I have a backup of the corrupted file, your expertise will be needed to check if any backup exists. Ideally, you will be a seasoned Logic Pro user who's familiar with MIDI programming, audio editing, and mixing and mastering. You should also possess advanced troubleshooting skills and file recovery experience in Logic Pro. Time is crucial as I need to get back to work on this project ASAP. Please reach out if you're confident you can assist.
Project Details: We are looking to find a w...filled into the field in our system. I am looking for a long term freelancer with database development, LLM and AI experience to help us achieve highly accurate results using OpenAI API, and ideally speaking some experience in google cloud AI products. Specific requirements for the project include: - Experience with LLM models, particularly the specified model - Strong understanding of programming languages and development of API experience - Ability to deliver highly accurate results (100%) - will need to test and show the results as well - good communication skills If you have the necessary skills and experience, please submit your proposal and let us know how you think you can help us with your project, specifically with your e...
Project Budget: $125 Project Level: Standard Project Overview: Simple Python script with a HTML front end to allow a user to upload a CSV list of “prompts” and have each one sent as a request to the OpenAI API. There will be multiple prompts on each row. The script will need to move through each column, retrieve the output from OpenAI API, before moving onto the next row. The script should insert the result/text output from each column/prompt/request into a prompt output column of the CSV, then over onto the next row & then automatically download the updated CSV file for the user. Technical Requirements - Server Type: Ubuntu 22.04 - Script Type: Python - Front End Type: HTML - Front End Functionality: - Input API Key into a text field - Upload CSV File -...
...Ideal candidate should be; 1. Expertise in Trading view 2. Proficiency in Pine script v5 development. 3. Ability to convert indicators accurately and efficiently. 4. Strong understanding of technical analysis and trading concepts. 5. Excellent communication skills, promptness, and attention to detail. 6. Open for discussion on Zoom meeting. 7. Experience of 2-3 years on Freelancer platform. 8. Programming, Data Science & Machine learning (ML) background will be preferred. 8. Should be available and ready to start the work immediately. If you have experience with Pine Script v5 and are capable of developing custom indicators with trade signal capabilities, please submit your proposal with details of your past projects and relevant experience and examples of past indicator ...
I'm quietly on the hunt for a skilled professional to design an Instagram bot that can perform a series of t...not in search of basic or hyper-detailed, but I'm aiming for moderate customization. While I don't want a merely plug-and-play tool, I do want one which allows me to adjust some settings to suit my preferences. The bot should focus its engagement on two types of accounts: - The ones I manually specify - Accounts within particular niches I'm interested in Having knowledge in Instagram bot programming, web scraping and understanding of Instagram API will play a vital role in this project. A sense of culture around cybersecurity and Instagram's guidelines is also key to ensuring the bot operates ethically and within boundaries. Let's work toget...
... - Admin: Full control over the entire system. - Agent: Responsible for handling and resolving tickets. - User: Able to submit tickets and monitor their progress. Ideal skills and experience for the job would be expertise in web development, specifically in creating ticketing systems. Familiarity with user management, role assignment, and priority matrix are essential. Fluent in programming languages like PHP, JavaScript, and proficiency in SQL for a robust database system is a must. Creativity in UX/UI design for an engaging and user-friendly interface should be apparent. It is also required to handle incoming and outgoing E-Mails. I don't want to have further frameworks involved. Core PHP is required and JS like Bootstrap 5, JQuery are ok.I have my own authent...
I need a skilled developer to create an automation bot for Telegram Channels. This bot will have the essential functions of: - Auto-joining channels - Extracting basic channel information including the description and l...- Extracting basic channel information including the description and links I want the bot to be able to extract the following specific information from the channels it joins: - Channel Name - Channel Description - Channel Links - Member Count The frequency of this extraction should be set to a weekly basis. Ideal skills and experience for this job would include proficiency in Python or a similar programming language, previous experience with Telegram's API, and prior experience creating chatbots or automation bots. Expertise in web scraping techno...
I'm looking for a skilled developer to create an automated WhatsApp Group Adder. This tool will be helpful for manag...invitation link Platform Flexibility: - The tool should be accessible as a web application, but compatibility with different platforms like desktop and mobile would be a plus User Interaction: - The ideal developer should be able to provide the tool with the flexibility in terms of user interaction, allowing for both fully automated or semi-automated options. Ideal Skills: - Proficiency in programming languages suitable for web application development - Experience in creating automation tools - Knowledge of the WhatsApp API and its limitations - Ability to create a user-friendly interface for the tool Please showcase your relevant experience when bidding f...
...simultaneously. Tech-savvy, with proficiency in CRM software and sales tools to track and manage leads effectively. ? Unlimited Bonus Opportunity: For every customer who uses your unique code to purchase our service, you'll earn a $10 bonus. And the best part? There's no limit to how much you can earn! The more sales you close, the more bonuses you'll receive. ? What You'll Get: Competitive base salary plus unlimited bonus potential. Ongoing training and professional development opportunities. A supportive and collaborative work environment with room for growth and advancement. Ready to take your sales career to the next level and earn unlimited bonuses? Apply now to join our team as a Business Development Representative (BDR) and start making an impact to...
I am currently in need of a professional with exceptional forecasting and analytic skills. My focus is primarily on three sports: Football, Basketball, and Tennis. You required to either provide the following. 1.) Prediction strategies 2.) Web/App 3.) Python model Budget: 20$ N/B: I need a ready made solution ( not to build from scratch)
I have a C# application used for data analysis and reporting that I'd like to migrate to the Amazon SP-API. Requirements: - Migrate existing C# application to Amazon SP-API - Specifically integrate Amazon SP-API's data retrieval functionality for reporting Ideal freelancer should have: - Exceptional skill in C# programming - Extensive experience with Amazon SP-API and its data retrieval functions - Proven track record in similar migrations Please bear in mind that the source code for the C# app is available. This should facilitate an effective and efficient migration process. Project Details $250.00 – 750.00 USD I urgently need a professional who can swiftly port my existing C# inventory management application to Amazon's new SP-API from MWS. The specific...
I'm in need of a virtual assistant to help with a variety of tasks. One of the primary responsibilities will be finding jobs leads across all industries.l for our cleaning business. Key Responsibilities: - Researching and identifying job leads in all industries - a possible ongoing role for answering emails and messages as well as scheduling appointments. Your primary focus will be on searching for potential job opportunities across various sectors. You should have a keen eye for detail and a thorough understanding of the current job market. This role requires someone with excellent organization skills and a proactive attitude towards task management. Previous experience in lead generation and virtual assistance would be a significant advantage.
Seeking PHP Developer to Implement Custom Image Sharing Functionality for Native App Integration. I am in constant need of an expert in PHP programming language to work on integrating native app functionalities into web applications. The ideal candidate should be able to manage device-specific features like share popups and ensure cross-device compatibility. Responsibilities: - Integrate native app features into web applications - Handle device-specific functionalities - Ensure cross-device compatibility Skills and Experience: - PHP programming skills - Experience with native app functionalities - Ability to handle device-specific operations Even though I have not specified which platforms I want the web application to be compatible with, your experience in either or bo...
I need an experienced Python developer with solid skills in webscraping to gather data from the Premier League's stats page (). The required task involves capturing all available statistics and organizing them into rows and columns within a single CSV file: every season is a row, with different statistics as columns. Applicants should be able to provide the following: - Evidence of past work, particularly related to webscraping. - Their robust experience in Python language and relevant industries. - Detailed project proposals outlining strategy and timeline. Given specified needs, Python is the preferred programming language for this project. Previous experience in similar webscraping projects is desirable, demonstrating your ability to
I am looking for a skilled programmer with experience in algo trading using Python - preferably with experience with crypto exchange API. I already have a specific strategy in mind, so I would like someone who can work with me to implement it. Ideal skills for this job include proficiency in Python and experience in API trading. I am looking for a programmer who can work with me on a long term basis with support. Details can be discussed.
...their developing and/or exiting dashboard. This widget will be responsible for registering wallet addresses with Neo Name Service () usernames. The successful implementation must be compatible with multiple programming languages including JavaScript and Python. Experience with blockchain technology and familiarity with Neo N3/Neo Name Service is a bonus. Although familiarity with any frameworks was not specified, being agile and adaptable will be crucial in successfully delivering this project. Key Requirements: * Proficient in JavaScript and Python programming languages. * Familiarity with Neo N3 , Ethereum and overall blockchain technology is helpful * Ability to quickly learn and implement new libraries and frameworks. * Ability to deliver clean, maint...
I'm in need of an experienced Java programmer to assist in developing software through using the IDE NetBeans. Key details: - Your main task will be the development of elegant, efficient Java software solutions. - While no specific CMS is being targeted, a comprehensive understanding of them can be beneficial. - ...assist in developing software through using the IDE NetBeans. Key details: - Your main task will be the development of elegant, efficient Java software solutions. - While no specific CMS is being targeted, a comprehensive understanding of them can be beneficial. - Some familiarity with NetBeans is preferred, to streamline the development process. Ideal Skills: - Extensive background in Java programming - Proven experience in software development - Familiarity wi...
I'm seeking a proficient Java programmer, skilled in using netBeans, to develop a versatile software ...application for generic use. Your responsibilities include: - Creating a software application from scratch. - Primarily focusing on designing a user-friendly, robust User Interface. Ideal applicants should have significant experience in UI design and application development. Exceptional debugging, troubleshooting, and code performance optimization skills are advantageous. Deep understanding of Java programming and proficiency in netBeans is vital. If you've worked on similar projects preferably generic software development, it would be an added advantage. Your ability to deliver on this project will have a direct impact on the functionality and user-experience of the s...
You will get an application that automated extracts the data from any site web you need, cleans it, and presents it to you in an Excel folder or links it to the database, etc.1 - An application capable of extracting infiniti of data automatically without human intervention and in a short time2- You can choose any package you want according to your specific needs3 - After that, you will get rid of manual data extraction, which requires a lot of time and focus, etc. With the application, say goodbye to manual errors.
I am in need of a proficient Python developer to build a custom project management system with a modern and sleek user interface. The ideal candidate for this job will have experience in web development, specifically Python and should be familiar with task management systems. The system should have the following features: - Task Management: This feature should allow users to create and assign tasks to team members and monitor progress. - Team Collaboration: Users should be able to communicate effectively amongst themselves. This feature should enable tasks discussions, updates and feedback sharing. - Document Sharing: This feature needs to enable users to share relevant documents seamlessly. - Chat Functionality: A real-time chat feature for instant communication is also...
write a headless chrome python script which will visit given list of URLs/websites aftear each config delay in seconds. script will use different ip in each iteration of list urls visit. it will keep running untill ip list end .
I'm seeking a skilled professional capable of converting GPT chats with code samples into interactive, running HTML pages. This project requires: 1. Expertise in HTML, JavaScript, JSON, GitHub, retrospective mobile display and the use of ChatGPT. 2. Proficiency in transforming chat scripts with intermediate level programming concepts into functional code. 3. The ability to generate dynamic HTML pages from these chats, complete with buttons that trigger specific code executions. This is aquick and challenging, yet rewarding task for those interested in innovative ways of transforming GPT chat conversations into executable, interactive web pages. Result will be stored as a github project, We will send invitation to awarded freelancer. Current budget is 62$+8$ bonus if fi...
I'm currently in dire need of a competent C++ programmer to fix a bug in my existing code. The timeframe is extremely tight and the task must be completed ASAP. Key Requirements: - Strong command of C++ programming language - Experience in debugging and fixing errors in C++ code - Ability to work quickly and efficiently, under tight deadlines Your primary task will be to identify the issue causing the bug and rectify it promptly, ensuring the software runs smoothly. Your understanding of the codebase and the C++ language is crucial in this. Please respond only if you're confident in your ability to deliver high-quality work promptly.
I'm urgently seeking for a Flutter developer with a minimum of 2 years experience to assist in a development project. Here's what I need: - Integration of Firebase Firestore in my app. If you've previously incorporated this database system into a Flutter application, you'...Incorporation of push notifications into the application. Specifically, I require system update notifications and user engagement reminders. Ideal candidate must have: - Proficiency in coding and working remotely (Anydesk or Teamviewer). - Experience in Flutter development specifically database integration and push notifications set-up. This project offers a full-time position with a monthly salary between 25k to 30k. Please apply if you meet these requirements. Candidates will be intervie...
Hello, I need a complete professional in scrap, java, python flask, composer. more details in private
I need a Python developer who can work on a project with a focus on data analysis and visualization. This project is specifically aimed at producing Python code that can perform data analysis tasks and visualize the results. Key Responsibilities: - Implementing data analysis algorithms using Python - Creating visual representations of the analyzed data - Ensuring that the code provides accurate data analysis and visualization Ideal Skills and Experience: - Proficient in Python programming - Experienced in data analysis and visualization - Solid understanding of data structures and algorithms It's important that you have a strong attention to detail and the ability to deliver accurate and visually appealing data analysis results. Your professional...
...various data sources (SQL, NoSQL, APIs, etc.). Ensure the integrations are scalable, efficient, and maintain high performance. Collaborate with our team to understand requirements and provide technical solutions. Write clean, maintainable, and well-documented code. Troubleshoot and optimize existing integration solutions. Desired Skills and Qualifications: Strong NodeJs skills Ability to read Python & Go code Abiltiy to write DBT transformations Strong experience with CloudQuery and its features. Proficient in SQL and database management systems. Solid understanding of API integrations and web services (REST, GraphQL, etc.). Experience with cloud platforms (AWS, GCP, Azure, etc.) is a plus. Strong problem-solving skills and attention to detail. Excellent communication and t...
I'm searching for a seasoned Azure expert, specifically skilled in web ap...should cover all aspects of efficient and effective deployment and configuration of an Azure web app service. - Troubleshooting and Debugging: Occasionally things may not operate as expected, so you must be adept at identifying and resolving any challenges that may arise within the system efficiently. My current Azure web app service uses C#, ASP.NET and .NET. Therefore, expertise in these programming languages and frameworks will be highly beneficial. Ultimately, the main purpose of developing this Azure web app service is for a web application. Anyone highly experienced in this field will be greatly preferred. A deep understanding of Azure web app services for web applications will guarantee a succ...
I am seeking a skilled professional who can take an existing caffe model and convert it into an efficient object detection TensorFlow model with the following requirements: - Implement the model in Python: As my preferred programming language is Python, the model should be implemented in this language. - Surveillance Application: The primary application of the model is surveillance. This means that the model should be designed to be used in a surveillance context. - Real-Time Processing: The model must process in real-time. This means that it should be able to detect objects with minimal delay, crucial for surveillance applications. Other requirements include: - mAP, F1 Score & FPS Analysis: Provide a comprehensive evaluation of the model's performance throu...
I need a TensorFlow model created in Python, specifically for object detection. The model should be constructed from Caffe layers, with a focus on achieving optimal F1 Score, mAP, and FPS. The deliverables of this project should include: - A well-optimized TensorFlow model for object detection, with a clear focus on performance metrics like F1 Score, mAP, and FPS - Detailed technical explanation of the model, alongside relevant code snippets - An in-depth architecture explanation that highlights the transition from Caffe layers to TensorFlow, as well as the reasoning behind each design decision Ideal Candidate: - Proficient in Python and has worked extensively with TensorFlow and Caffe - Prior experience in creating and optimizing models for object detection - Capable of ex...
I'm on the lookout for a skilled expert versed in both Python and React. Utilizing your understanding of these programming languages, your main focus will be to develop an efficient, user-friendly UI for my machine learning application. Key Responsibilities: - Code the frontend of the application using React - Write backend code using Python - Liaise with me for regular updates and iterations Although not specifically detailed, the development may require real-time data visualization, user authentication, and the ability to export data in different formats. Ideal Skills: - Proven experience with React and Python - Previous experience crafting UI for Machine Learning applications The timeline for completion wasn't specified, allowing you to focus...
Looking for an experienced character animator/ game programmer that has the skills to polish and finish an existing game coded in Unity. You must be very proficient in Unity game engine. Rigging and animation experience is a must. I need a rigging and animation expert as a matter of fact. We are working on a AAA on the rail game game in 1st person shooter style. I need...person shooter style. I need someone who is good at taking existing assets and customizing them and making them better or using the existing animations very nicely. No rookies please. You will be asked to perform a test animation upon getting the full job, so if you are lying about expertise you will be wasting both of out time. You will also be working in Github with another Dev that is programming the rest of...
...detailed 3D model file in a format compatible with CNC machining software (e.g., STEP, IGES, or STL). Textures and finishes to be included in the model, as per the natural wood material that will be used for the physical product. Technical drawings or schematics that include precise dimensions and angles. A 3D rendered image showing the design from multiple angles for final approval before CNC programming. Design Specifications: Shape: Octagonal tower as depicted in the reference image. Size: Length: 30 cm Width: 2.8 cm (for one face of the octagon) Material: Hard Wood and some parts can be of metal to make the design look more attractive(metal engraving). Design Notes: The design involves creating one face of the octagon and repeating it to form the complete structure. The s...
I am in search of a skilled Python developer to deliver a solution capable of scraping specific data from websites like and Makemytrip. The chief aim is to collate the room type and rates, along with rates applicable for specific dates. Ideal Skills and Experience: - Extensive Python programming skills, particularly in web scraping - Prior experience with data extraction from travel or hotel booking websites - Familiarity with various data extraction techniques and handling dynamic web content Your role will involve programming a robust and efficient scraper that can collect and deliver the desired data in a structured format. Familiarity with and adherence to legal and ethical aspects of data scraping is necessary. Efficiency in output delivery and import...