Data analysis using rapidminer işler

Merhaba Biyosinyallerin kayit etmek icin STM32 ve moduller kullnarak bir proje yapmak istiyorym.

I am looking for a digital marketing intern who can assist me with SEO optimization for my website. The ideal candidate should have experience in SEO techniques and strategies. Tasks: - Conduct a thorough analysis of my website's current SEO status - Implement on-page and off-page optimization techniques to improve website ranking - Conduct keyword research and optimize website content accordingly - Collaborate with the content team to create SEO-friendly content - Monitor website traffic and provide recommendations for improvement Goals: - Increase website traffic - Improve website ranking on search engine results pages Current status of website's SEO: - Fully optimized but needs improvement Skills and experience required: - Strong understanding of SEO techniques and ...

Comparative statistic analysis, equilibrium analysis, matrix algebra üzerine basit sorulardan oluşan online sınav konusunda yardıma ihtiyacım var.

elimde 2 adet pcba var ve bunların sematik cizimini istiyorum.

Konu: Discuss the transformation of the Roman Empire in late antiquity and the role of religion in that transformation. What were the ways in which the rise of Christianity and later the rise of Islam contributed to the transition from antiquity to the middle ages? Provide an answer based on close textual analysis of the required readings. Use at least three or more of the required readings. Compare and contrast them. Çalışma compare and contrast standartında yapılacaktır. Her bir body için farklı bir kaynak kullanılacak ve kullanılan kaynaklar MLA formatında kaynakçaya eklenecektir. Aynı zamanda yapılan alıntıların sayfa sayıları belirtilecektir. Çalışma toplamda 1200 kelime olacaktır (Çalışma kaynakçası bu kelime sınırına dahil değildir...

Field work and project analyis

Twitter üzerinden Türkçe Tweetler çekilerek elde edilen veri setini kullanarak bir ürün, şirket yada markaya dair kamuoyu duygularını analiz edebilen SENTIMENT ANALYSIS (Duygu Analizi) uygulama geliştirilmesi (pozitif, negatif, nötr olarak sınıflandırma gerçekleştirecek). Makine öğrenmesi algoritmalarından faydalanılacaktır. Veri madenciliği, NLP ve Makine Öğrenmesi alanlarında çalışan bu konularla ilgilenen birisinin rahatlıkla gerçekleştirebileceği kompleks olmayan bir projedir. Argüman sağlanması adına pek çok türkçe dokümantasyon mevcuttur. Tez projesi kapsamında kullanılacaktır.

...yakınındaki kişileri bulma Yapılacak Platformlar Web | IOS | Android | Windows Mobile ---------------------------------------------------------------------ENGLISH--------------------------------------------------------------------------------------- marriage - dating site shall be performed, Features online camera interview picture does not show the desired person psychological analysis and compliance test phones with location services to find people near Do Platforms Web | iOS | Android | Windows Mobile...

I need a professional with extensive experience in Fuzzy Logic and Matlab. Since I haven't defined the exact task or domain, I anticipate your ability to tackle various applications ranging from control system design, pattern recognition, forecasting, robotics, financial analysis, to traffic control. The final output, yet to be specified, could be anything from improved system performance, enhanced decision-making, or better data analysis. Since the assignment specifics are yet to determined, I require someone who is flexible, creative, and solutions-oriented. Matlab proficiency is a must.

I'm in need of an Excel expert who can assist me with data analysis, formulas, and data visualization. The project involves working with a dataset of medium size, specifically, between 1,000 - 10,000 rows. Key requirements for this role include: - Strong understanding of data analysis: The ideal candidate should have a proven track record of analyzing data, preferably in a business context. - Proficient in formulas and calculations: You should be very comfortable with advanced Excel formulas and calculations. - Data visualization skills: The ability to present data in an easily understandable and visually appealing way is crucial for this project. Specific functionalities and tools that need to be utilized include: - Pivot Tab...

...extract data from APIs and databases to be used for analysis and reporting. Key features: - The ability to securely and efficiently extract data from multiple sources, primarily APIs and databases. - A user-friendly interface for easy data extraction, potentially with functions like search, filtering, and scheduling. - A robust backend system to effectively handle and process the extracted data. - Data storage solutions to keep the extracted data secure and accessible for analysis. Desired Skills and Experience: - Proficiency in web development, with previous experience in data extraction projects. - Strong understanding of APIs and databases, with the ability to effectively and securely extract data from them. - ...

...and visualizing financial data. Your primary responsibility will be to develop effective visualizations to make the data understandable and insightful. An ideal candidate would have: - Extensive experience handling financial data, - Excellent skills in data analysis and visualization, - Proficiency in dashboard development, - Expertise in developing meaningful report generation, - Ability to handle large datasets and find insightful information. Despite the specific metrics being open-ended, an understanding of revenue generation, cost analysis, and profit margin analysis would be beneficial. Apply if you're passionate about translating data into comprehensible narratives and making informed business decisions. Do share your...

I am seeking a proficient data scientist to help me extract and analyze information within the Bangladesh construction industry. This project focuses on market trends, industry analysis, and project specific statistics. This project's primary intent includes: - Uncovering market opportunities - Competitive analysis within the construction sector The findings will be utilized for: - The development of robust marketing strategies - Making data-driven business decisions Ideal candidates should have prior experience in data mining within the construction industry and have a solid understanding of market analysis and project statistics. Previous work within the Bangladesh market would be advantageous.

...paper on the topic of Macromolecules and its positive and negative effects on the human body on a molecular level. Key Subjects to Focus On: - Carbohydrates: Explore and explain their effect on human body's molecular structure. - Proteins: Investigate their impacts, focusing on molecular processes. - Lipids: Analyze and detail how they influence the human body on the molecular level. Depth of Analysis: - The project requires an intermediate level understanding of the molecular aspects of these macromolecules, meaning neither too basic nor overly complicated. Sources Preference: - The research should be backed by credible sources mainly including: 1. Journal articles 2. Online databases Ideal Candidate: - Familiarity with biochemistry or related fields - Exper...

I'm in need of a mechanical engineer with experience in calculating load capacities for scissor lifts. The primary material of the lift is steel and the analysis requires consideration of both static and dynamic loads. Key responsibilities: - Conduct load capacity calculations for a steel-based scissor lift - Analyze and consider both static and dynamic loads - Ensure the lift meets safety and performance standards Ideal skills and experience: - Proficiency in mechanical engineering and load capacity calculations - Experience working with scissor lift or similar heavy machinery - Solid knowledge of steel properties and how it affects load capacity - Ability to analyze both static and dynamic loads for safety and performance compliance. Please provide a brief overview of yo...

I'm seeking a highly skilled freelancer to assist with in-depth Android application security assessment. Skills in the following areas are required: Static Application Analysis: Understanding of tools like PEView, Dependency Walker (for analyzing dependencies in a Windows environment), APKTool, Androguard, or similar. Dynamic Application Analysis: Experience with tools like Process Explorer/Monitor (for analyzing processes in a Windows environment), Wireshark, or comparable tools. Code Analysis & Reverse Engineering: Proficiency in Ghidra, SMALI/BAKSMALI, dex2jar, and similar disassemblers/decompilers for Android code. Key Requirements: Proficiency in Volatility, APKTool, and Ghidra Intermediate level of experience in Android application security assessment...

...Compliance Assistance: I want someone who has a solid understanding of the legal regulations and compliance requirements that pertain to the mining industry, both on a local and national level. - Business Plan Development: I need assistance with drafting a comprehensive business plan. This includes help with vision and mission development, strategic planning, financial planning, and competitive analysis. - Marketing and Client Acquisition Strategies: I am seeking guidance on how to attract and retain clients, gain market visibility, and establish a solid reputation within the industry. Our services would revolve around mining infrastructure development, equipment maintenance and repair as well as project management and coordination. Ideal partners would have experience in ...

...with big data capabilities, specifically focusing on real-time monitoring and fraud detection. Key Features: - The system should support real-time monitoring of transaction data. - It should have fraud detection capabilities. - Data visualization to aid in tracking and analysis. - Analytics for evaluating transaction patterns and identifying potential issues. - Smooth Data Pipeline with Realtime streaming for efficient data handling. - API integration with third parties to ensure seamless operation. Target Audience: This platform is primarily aimed at banking and financial institutions, as well as e-commerce companies. Preferred Technology Stack: - Java & Python for the core of the platform. - Big Data technologies for processing...

I need an expert to create Power BI slides for data analysis. - The primary objective is to assist me in analyzing the data from excel spreadsheets efficiently. - The slides are intended for basic data analysis. Therefore, the level of interactivity required is basic, encompassing features like tool tips and basic filters. Ideal candidates should have: - Proficiency in Power BI for data analysis. - Proven experience working with Excel spreadsheets. - The ability to create easy-to-understand visuals. - Good communication skills to understand the requirements and deliver the project urgently.

I have a simple C/C++ program that needs debugging on an urgent basis. I need someone who's an expert in C and C++ and can quickly identify and fix any errors in the code. Ideal candidate should: - Be proficient in C and C++ - Have a good understanding of basic functions and structures in C/C++ - Be able to quickly debug and fix errors -Syntax and Analysis Parsing - Have good communication skills and be able to work under tight deadlines The project is simple in terms of function and structure, so it should be quick work for the right person.

...for an expert to assist in creating a dynamic Power Bi dashboard. This job should revolve around integrating data from Excel spreadsheets and designing a variety of data visualizations. Key Responsibilities: * Guide me in creating the dashboard on my company account. * Connect the Power Bi dashboard to Excel spreadsheets as the primary data source * Develop compelling data visualizations using pie charts, line graphs, and bar charts * Configure the dashboard to refresh data on a weekly basis Ideal Candidate: * Strong experience with Power Bi and data analysis * Proficient in handling Excel data * Expertise in creating different types of charts * Ability to work with time-based data refreshing schedules Scope o...

...task involves application of k-Means clustering in Orange data mining software with the aim to segment and profile the churners in Customer Churn file. By applying the k-Means clustering you need to explore how many types of churners exist and what characterizes those types. More specifically, this assignment consists of two tasks:  Task a (Segmentation): Establish how many types of churners there are and the size of those types. This involves dividing the churners into segments.  Task b (Profiling): Profile and appropriately name the identified types of churners based on the values of their shared characteristics, i.e. variables. Your submission ought to include: 1. Orange workflow1 containing the k-Means clustering analysis of segments and profiles. 2. Summary file (m...

...project that requires expertise in telecommunications, specifically in designing point to point communication systems like simplex, duplex, using radio as the communication type. To see this project to its fruition, I will need a professional who can design a communication link with various parameters. Thereafter, we'll need to carry out Link-level modeling and simulations in Matlab. The ideal candidate should: - Have a solid understanding of point to point communication systems, specifically both simplex and duplex systems. - Be proficient in using MATLAB for simulations. Following the simulation, we'll analyze the performance of our designed system using several metrics. For the simplex system, we would be interested in assessing its: - Error perfor...

I'm in need of an ex...that need to be handled were not decided upon, proficient data organization skills are essential as we may need to restructure large data sets. The ideal freelancer for this job should: - Have expert skills and proficiency in Excel and Access. Knowledge of other data organization tools will be considered a plus. - Showcase notable experience, specifically in dealing with large data sets and complex spreadsheets. - Since the specific tasks to perform were not mentioned, a flexible approach and ability to adapt with regard to potential data analysis and data entry tasks will be greatly appreciated. With your application, please include detailed description of your experience, particularly projects dealing with la...

...devices. - The analysis should cover both the collective consumption of groups of devices and the individual consumption patterns of each device. Ideal Experience: - Strong background in Machine Learning, ideally with experience in real-time data analysis. - Previous work in energy consumption analysis or similar fields would be a huge plus. - Proven track record in developing ML models for group and individual level analysis. The ML analysis we are looking for includes: - Identifying energy usage patterns to help us understand consumption trends. - Implementing anomaly detection techniques to flag any irregular or unexpected behavior in our system. - Providing actionable recommendations for energy optimization based on the patterns and anom...

I'm seeking expertise to develop an AI solution addressing specific communication challenges in my operations. This advanced technology will aid in requesting more specific information for document retrieval, task completion, and progress updates that are currently barriers. Key Features and Responsibilities: - Construct an AI system that can precisely request added details - The AI tool should nurutre informations mainly for document retrieval, tasks execution, and progress report. - Should work effectively with email platforms as the primary communication tool. Ideal Experience: - Proven experience in AI and machine learning technology - Familiarity with corporate communication systems - Experience in integrating AI with Email services. This project aims at enhancing efficiency a...

...simulation and analyze the pressure data for detecting potential water leaks. The primary goal of this project is to simulate a water pipe network and subsequently identify potential leaks using pressure drop analysis. The simulation should be able to model the flow and pressure properties of a complex network of pipes. Key tasks: - Setting up the pipe network simulation using Python - Conducting pressure drop analysis for leak detection - Providing an intermediate level of detail in the analysis report - this should include the locations and estimated sizes of the potential leaks Ideal candidates for this project should have: - Proven experience in Python programming - Understanding of hydraulic systems and pipe networks - Experience with ...

I'm seeking a skilled financial analyst to help me with a medium-term (3-5 years) cash flow forecast model. Key Tasks: -Produce a simplified cash flow model for a biodiesel manufacturing plant (ex. Diamond Green https:/...can reliably forecast our cash position over the next 3-5 years. Specifically, I'd like to be able to determine the break evens for a particular feedstock price, or incentive value. Skills/Experience Required: - Strong Finance Background: Deep understanding of financial analysis and forecasting. - Research: Ability to find and interpret financial data to inform the model. - Modeling: Proficiency in creating financial models, preferably in the same or similar context. - Data Analysis: Experience in analyzing financial data an...

As a business focused on making data-driven decisions, I am seeking an expert to create a data analytics tool from scratch using ReactJS and AWS. The tool will analyze an array of data sources and present the results using insightful visualization techniques. Here are the requirements: - Implement Amazon Cognito for user authentication and authorization - Utilize AWS Amplify for the app's development and deployment - Integrate AWS API Gateway for efficient data exchange - Integrate Stripe for payments. Need complete flow Our tech stack looks like: - Amazon Amplify for app backend, and front end - Gatsby JS coupled with AppSync for front end - Amplify UI and MUI Material for UI components Features that I need: - End to end user journey - fr...

...seeking an experienced data scientist and analyst to support me in improving my business operations through a data-driven approach. The project will involve tackling tasks across data cleaning, statistical analysis, and data structuring and algorithm implementation. Ideal Skills and Experience: - Proficiency in data cleaning and preprocessing to ensure that the data is in its most usable, accurate, and complete state. - Strong statistical analysis and modeling skills to extract meaningful insights and make accurate predictions. - Excellent experience in structuring data and implementing algorithms that are tailored to business needs. Data Sources: - Social Media Data: You should be comfortable working with a ...

...currently hiring for multiple positions within our expert team: Content Marketing Connoisseur: Are you passionate about storytelling and creating valuable content? Join us to develop and execute content marketing strategies that resonate with our target audience and drive engagement. CRO Expert: Do you have a keen eye for optimization and improving conversion rates? Join our team to conduct in-depth analysis and implement conversion rate optimization strategies that enhance user experience and drive conversions SMM Guru: Do you live and breathe social media? As our social media marketing expert, you'll craft engaging campaigns that captivate audiences and drive brand awareness. Email Marketing Extraordinaire: Are you skilled in crafting compelling email campaigns? Join o...

...{useNavigation, useRoute} from '@react-navigation/native'; import BackButtonHandler from '../BackButtonHandler/BackButtonHandler'; import KeyCenter from '../../utils/KeyCenter'; import {UserType} from '../../UserContext'; const HostPage = () => { const {userId, setUserId} = useContext(UserType); const prebuiltRef = useRef(); const navigation = useNavigation(); const route = useRoute(); const data = ; const userID = userId; const liveID = userId; const userName = 'swapnil'; return ( <BackButtonHandler style={}> <ZegoUIKitPrebuiltLiveStreaming ref={prebuiltRef} appID={KeyCenter.LiveStreamKey.APP_ID} appSign={KeyCenter.LiveStreamKey.APP_SIGN} userID={userID} ...

I'm looking for a skilled trading view indicator developer to create an indicator based on fair value gaps. The indicator will need to include alerts triggered by specific conditions. Details will be discussed later. Should have complete knowledge on trading view. Mul...to work on all platform. Alert System: The indicator will need to include an alert system that can be triggered by specific conditions. These conditions will be determined by the indicator itself. Ideal Skills and Experience: - Proficiency in Trading View Indicator Development - Extensive experience in developing trend-following indicators - Understanding of trading principles and technical analysis - Strong knowledge of web platform development - Ability to create a custom alert system based on indicator-spec...

I need a skilled freelancer to extract table data from a PDF file. The extracted data will be used for analysis in a Microsoft Excel spreadsheet. Key Requirements: - Extract tables from a PDF - Ensure data quality and integrity - Deliver the data in a Microsoft Excel format Ideal Skills: - Proficiency in PDF data extraction - Strong understanding of table structures - Experience in working with Microsoft Excel - Attention to detail and accuracy is crucial look attached PDF and EXCEL then Bid, start Bid writing PDF and sample attached. So I know you look my file

I am looking for an experienced researcher to compile a detailed report on American citizens. The report should be comprehensive, with a particular focus on criminal and fraudulent activities. Key deliverables: - An in-depth analysis of criminal activities within the American populace - A detailed examination of fraud and general misconduct rates The ideal candidate for this job should have: - Proven experience in conducting research and compiling reports on societal issues - A strong understanding of criminal and fraudulent activities - Excellent analytical and writing skills Please note, the focus of this report is on the criminal and fraudulent aspects of American citizens.

I am looking for a highly experienced developer specifically skilled in Backtrader and Interactive Brokers integration to create an intricate trading strategy. Key components of this strategy include: - Incorporation of risk management tools to safeguard investments - Multiple time frame analysis for comprehensive market overview - Utilization of Exponential Moving Average (EMA) in decision making I require the strategy's entry and exit criteria to be based on: - Moving average crossovers to identify potential market opportunities - Identification of support and resistance levels to pinpoint price boundaries - Breakout strategy implementation to exploit significant price moves I am open to discussing other elements that you think might be beneficial to the strategy, your...

I will provide analysis of first 500 entries!

I need to create dynamic dashboards for health data reporting purposes. My requirements are as follows: • Expertise in data visualization and dashboard creation using Tableau • Experience in handling health data is favorable but not a must • The dashboard should be interactive • The end goal is to create comprehensive reports generated from our health data through top-tier visualization • Must possess the ability to convert health data into actionable insights through innovative visualization methods The professional I am seeking should have a proven track record in Tableau data visualization and dashboard creation. Knowledge in health data analysis or reporting would be a bonus.

...industry, I'm looking for an experienced business plan writer to craft a comprehensive plan that appeals to a general audience. Specific knowledge or experience within the boutique or retail sector would be highly beneficial for this project. The business plan should be well-structured and contain all the necessary elements, including but not limited to executive summary, company description, market analysis, organization & management setup, product line, marketing & sales, and financial projections. Ideal Skills & Experience: - Proven track record in business plan writing - Knowledge or direct experience in boutique/retail industry - Understanding of both macro and micro market dynamics - Experience in structuring financial projections for businesses This bu...

We are ...enthusiastic SEO Intern to join our team. This is an excellent opportunity for someone who is passionate about digital marketing and eager to gain hands-on experience in search engine optimization. Responsibilities: Assist in keyword research and analysis to identify new opportunities for content optimization Help optimize website content, including writing meta tags, meta descriptions, and optimizing on-page elements Support link building efforts by researching and identifying potential link opportunities Monitor and report on website performance using tools such as Google Analytics and Google Search Console Stay up-to-date with the latest trends and best practices in SEO and digital marketing Collaborate with team members on various SEO initiatives and projects ...

I'm in need of an expert in software engineering, particularly in the realm of Windows game engine development using C#. The project requires the implementation of a robust physics engine into the game engine. Key Requirements: - Proficient in C# programming for Windows platform - Demonstrable experience in game engine development - Strong understanding of software engineering principles The main focus will be on integrating a physics engine into the existing framework of the game engine. If you have experience in creating 2D or 3D physics engines, that would be a huge plus. It is important that you are able to work independently and are self-driven, as the project will involve a lot of individual problem solving and innovation. Experience with multiplayer capabilities would...

I'm looking for an expert in digital marketing. Your role will be focusing heavily on converting leads to purchases and optimizing landing pages for enhanced User Experience (UX). Our mobile pages should be optimised to REDUCE BOUNCE and RETAIN CUSTOMERS. Key Responsibilities: - Develop highly effective digital marketing strategies - Lead generation and conversion through Google Ads - Optimizing landing pages for UX Ideal Candidate: - Proven experience in the above. Send examples of Landing Pages that you have designed. Your expertise with our target audience will be crucial for our campaign success. Let's convert leads into sales together!

I'm seeking a skilled data analyst to help me with a unique environmental study, focusing on mite survival. This main component of this work is: - Mite Survival Analysis: The primary goal is to investigate the relationship between food sources and the survival rate of mites. Your work will involve experiment design critiquing and assisting in interpreting and analysing data to assess the impact of different food sources on mite populations. I'm looking for a freelancer who has: - Experience in environmental data analysis - A background in biology, entomology, or a related field - Proficiency in data visualization tools - Excellent communication skills to present complex information effectively - A keen eye for detail and the ability to ...

I am looking for an SPSS expert who can help me with running Case-Control Matching analysis on my dataset. Key Requirements: - Advanced SPSS skills, particularly in Case-Control Matching. - Ability to troubleshoot and resolve errors efficiently. Your primary role will be to help me run the Case-Control Matching analysis and ensure it is correctly applied to my data.

...of big data in the decision-making process for companies. To achieve this, I am looking for a professional writer who can conduct a detailed Case Study Analysis. This analysis will specifically delve into the application of big data in the Technology, Healthcare, and Finance industries. Key Responsibilities: - Conduct a comprehensive Case Study Analysis on the role of big data in the decision-making process within the Technology, Healthcare, and Finance sectors. - Explore and highlight the benefits that big data presents in these specific industries. - Provide a well-structured and evidence-based narrative that clearly outlines the significance of big data in modern-day decision making. Ideal Candidate: - Prior experience in writ...

I'm seeking a SPSS expert to help me with a comprehensive survey analysis. Key Project Details: - This will involve a full survey analysis aimed at measuring customer satisfaction specifically in relation to CSR. - Your objective will be to gain a solid understanding of how our customers perceive our CSR efforts and its impact on Customer loyalty. Ideal Skills and Experience: - Proficiency in SPSS and survey analysis. - Strong background in market research and customer satisfaction measurement. - Knowledge or experience in CSR evaluation is a definite plus. -Knowledge in Customer Loyalty.

...an in-depth sensitivity analysis of a Pressure Swing Adsorption (PSA) process for CO2 capture using zeolite 13X. Scale up a CO2 capture system from a small-scale experimental study detailed in the attached research paper to an industrial application focusing on a flue gas stream solely made up of CO2 and N2. This comprehensive investigation can be based on specific equations, data, and parameters that will be provided from a relevant paper. Duties and Responsibilities: - Understand the Base Model: Analyze the experimental study to grasp foundational models and calculations. - Industrial Sensitivity Analysis: Utilize any effective method to scale up these findings to industrial levels. - Use MATLAB, Excel, or any other tool to conduct a detailed sensitivity ...

...detailed biographies around net worth analysis. The articles will need to cover different individuals and their professional and personal journeys. Key requirements: - Ability to research and compile engaging biographical content - Experience in analyzing net worth, and presenting it in an accessible way - Strong writing skills, with the capacity to deliver both professional and personal tones - Quality sources to back up the net worth and biography analysis The ideal candidate will have a mix of a journalist's curiosity and a financial analyst's precision. This project will offer an opportunity to craft insightful pieces on successful individuals, and delve into the financial aspect of their lives. If you can combine storytelling with financial data ...

...a geothermal system for a building. Key Tasks: - Design and Analysis: You'll be tasked with designing the geothermal heating system for a building, and analyzing its effectiveness. Given that the project is at the construction stage, adherence to the project timeline and budget is essential. Current Stage: - The project is currently in the construction or execution stage. It is crucial that the engineer has experience working on geothermal projects at this stage. Specific Expertise: - Experience with geothermal heating systems for buildings is a must. The ideal candidate should have a proven track record of successfully implementing similar projects. Ideal Skills and Experience: - Proven experience in the design and analysis of geothermal heating systems for buil...

...can help me extract specific data on the results of the Tokyo 2021 Paralympic Games from the official website - The data I require includes: - Athlete profiles - All the results of each competitor - Medal winners The extracted data should be presented in a CSV file format. It should be in a similar format as this dataset on the results of the Olympic games: No specific analysis is needed on the extracted data. Ideal skills and experience for this job include: - Proficiency in web scraping - Experience in data extraction - Expertise in data formatting and CSV files Your professional approach and ability to deliver accurate, complete data will be crucial. Please bid