Qualitative data analysis spssKazi

I'm seeking an experienced data scientist with expertise in Python and R for a project that involves time series data visualization and statistical analysis. Key Responsibilities: - Conducting data visualization to present insights in a clear and compelling manner - Performing statistical analysis to extract meaningful patterns and support decision-making I will provide you with a working file that retrieves data from our Python/R library. Your responsibility would be to process and analyze this data. We use Python/R with Jupyter notebooks. Ideal Skills: - Strong proficiency in Python - Experience with data visualization tools such as Matplotlib, pyplot and of course Pandas - Proficiency in statistical analysis ...

I'm seeki...Utilize white-hat SEO techniques that align with Google's guidelines - Collaborate with me to ensure that the SEO strategies are aligned with my business goals Ideal Skills and Experience: - Proven track record in managing SEO projects for multiple websites - Proficiency in on-page and off-page SEO practices - Strong understanding of keyword research and implementation - Expertise in traffic analysis and reporting - Familiarity with the Miami, Florida area would be a plus, but not mandatory - Excellent communication and collaboration skills I'm looking for a dedicated partner who can deliver sustainable, long-term results by driving organic traffic to these websites. If you have the necessary skills, experience, and dedication, I look forward to discussi...

I have a video of a vehicle involved in an accident, and I need a professional with video manipulation experience to slow down the video and read the license plate. This is required for a police report. Key Responsibilities: - Analyze th...the video and read the license plate. This is required for a police report. Key Responsibilities: - Analyze the video to find the specific frame where the license plate is visible. - Slow down the video effectively for detailed examination. - Accurately decode and transcribe the license plate information. Ideal Candidate: - Proficient in video editing software. - Previous experience in video analysis and enhancement. - Attention to detail and ability to work on a sensitive matter. Need the details of the white pickup that pulls out on the left...

I'm seeking a knowledgeab...sophisticated system for collecting data on water flow. Key functionalities required: - Pulse input data collection, specifically for monitoring water flow. - Understanding of Deep Sleep Mode to save Battery. - Data handling capabilities to efficiently send this information straight to the cloud system. The ideal freelancer for this project must demonstrate vast experience with Arduino programming, IoT systems, and data management. Familiarity with cloud technologies will be a significant plus. Ability to create a robust system capable of handling potential fluctuations in water flow is necessary. The chosen developer will be tasked with not just simple data gathering, but also with transferring these datasets to an on...

I'm looking for an experienced Excel Power-BI professional to assist me with various tasks. Key requirements: - Proficiency in Excel Power-BI. - Demonstrated experience in data analysis, dashboard creation, and report generation. - Ability to work with minimal supervision. I will share more details in via chat box. Only interested person placed a bid Thanks

I'm in need of a comprehensive 15-page report on utilizing Parasoft or Klocwork for C/C++ programming. The report should cover the following: - **Installation and Setup**: A detailed guide on how to install and set up Parasoft and Klocwork for C/C++. - **Configuring Rules and Standards**: Explanation on how to effectively configure rules and adhere to coding standards within both software. - **Analyzing and Obtaining Results**: An insightful overview on how to analyze code and obtain results using Parasoft and Klocwork. - **Pros and Cons**: Pros and cons of using both tools and an unbiased comparison. Ideal candidate should have: - Profound experience with Parasoft or Klocwork - Strong knowledge of C/C++ - Exceptional technical writing skills The report must be well-organized, enga...

I'm in search of an expert in MS Excel to help me with an advanced task involving formula creation. This project requires knowledge of macros and pivot tables. Your primary respo...involving formula creation. This project requires knowledge of macros and pivot tables. Your primary responsibilities will include: - Developing and implementing complex formulas in Excel - Ensuring the data is correct and displayed properly - Creating macros and pivot tables - Providing any insights that can help improve the overall process The ideal candidate should have: - Proven experience in advanced Excel tasks - In-depth understanding of macros and pivot tables - Ability to communicate effectively and provide clear progress updates - Attention to detail and accuracy in data anal...

...and cash out flow. . It should encompass data on sales, expenses, and profits, analyzing trends and variances, while also incorporating a break-even analysis. Key Requirements: - In-depth monthly analysis of sales, expenses, and profits. - Solid experience in applying trend analysis. - Capable of conducting variance analysis. - Skilled in implementing break-even analysis. - Previous experience in creating comprehensive business financial forecasts. The end goal of this project is to have a detailed yearly overview of my business's financial health, with a focus on identifying trends and outliers, and ensuring our financial strategy is aligned with our business goals. Ideal Skills: - Advanced Excel proficiency. - Expertise in financia...

I'm looking for a freelancer who can gather and organize data in Excel for me. This will involve gathering specific data, creating an Excel spreadsheet and providing a basic summary of the data. Key responsibilities: - Organizing data in an Excel spreadsheet - Creating basic summary Ideal Skills and Experience: - Proficiency in Excel - Data organization - Data analysis - Chart creation in Excel I may have more projects in the future if this one goes well. Please include your relevant experience in your bid.

I need a market survey conducted on Sharjah's real estate market focusing specifically on demand and supply trends for (residential villas). The focus of the survey should ...and supply trends for (residential villas). The focus of the survey should be on Sharjah city and needs to project these trends for the next 5 years. Key responsibilities will include: - Close monitoring and research of property market trends for the given period - Analysis and compilation of data in an easily digestible format - Forecasting of real estate demand and supply trends Ideal freelancers for this job should have: - Strong knowledge of Sharjah's real estate market - Experience in market research and data analysis - Ability to forecast market trends - Background in ...

I'm looking for an experienced Ecommerce Analyst to help me enhance the visibility of my products and drive sal...Etsy. The main focus will be on the Business to Consumer (B2C) audience. Key Responsibilities: - Analyzing sales performance and identifying areas for improvement on Amazon, Shopify, and Etsy. - Conducting a deep dive into customer behavior on these platforms. - Carrying out competitor analysis to get a better understanding of the market. Ideal Skills and Experience: - Proven track record in Ecommerce analysis and optimization. - Extensive experience with Amazon, Shopify, and Etsy. - Strong data analysis skills. - Ability to understand and cater to a B2C audience. Your insights and strategies will drive the success of our ecommerce business. ...

...consultant to streamline our project management system and provide strategic guidance on process optimization. Key Tasks: - Conduct a thorough process review and analysis to identify inefficiencies and areas for improvement. - Implement workflow optimization strategies that enhance project efficiency and reduce time-to-completion. - Integrate multiple systems to ensure seamless data flow and accurate project tracking. Challenges: - Inefficient communication between teams: The current system hampers cross-functional collaboration and slows down project progress. - Manual data entry and duplication: We're struggling with data accuracy issues due to manual entry and duplication. - Lack of automation: The absence of automation is a bottleneck in our curr...

I need assistance with an AI project that focuses on Natural Language Pro...project that focuses on Natural Language Processing (NLP). The crux of the project is Sentiment Analysis and therefore, I am in search of a proficient AI specialist with a strong background in this area. Key Skills & Experience: • native places people • 3 month projects. • Ability to work under deadlines while ensuring accuracy. • Strong problem-solving skills in AI-related issues. Your role: • Assisting with the design of an effective sentiment analysis tool. • Fine-tuning results for accuracy. • Assisting with potential issue troubleshooting and resolution. I expect the finished project to be well-designed, efficient and accurate in its readability and inte...

I am looking for a proficient freelancer to undertake CV screening focused on technical skills. The ideal candidate will have: - The ability to verify competence in the domains of Programming, Network Management, and Data Analysis. - An excellent understanding of these areas to an intermediate level so you can correctly identify them in CVs. Your communication skills should be top-notch to allow smooth interaction. Also, your educational background in a technology-related field will be advantageous. Your role will be to screen through CVs and identify candidates that meet the required technical criteria to proceed to the next round of our hiring process. Your accuracy and precision would be greatly appreciated.

I need an individual from Mexico City who can conduct a comprehensive market research focusing on the black beans industry. The research will cover aspects like consumer preferences, competition analysis, and pricing trends. Key Tasks: - Gather and analyze data on consumer preferences regarding black beans in Mexico City. - Conduct a thorough competition analysis of the black beans market in the city. - Identify and document the pricing trends of black beans in the local market. - Complete the questionnaire we provided Target Audience: - Consumers: Understand their preferences, purchasing habits, and expectations. - Retailers: Identify key players, their pricing strategies, and market positioning. - Distributors: Explore current distribution networks, chal...

I am looking for an experienced electrical engineer who can perform a load flow analysis using Power Factory with moderate accuracy. Key Responsibilities: - Conduct a comprehensive load flow analysis of the electrical system specified. - Ensure moderate accuracy in the results obtained. - Provide detailed documentation of the analysis and results. Ideal Candidate: - Skilled and experienced in using Power Factory for load flow analysis. - Able to deliver accurate results while working independently. - Strong written communication skills for documentation.

I'm looking for a Python expert who can help me prepro...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...

I am looking for a highly skilled and adept structural engineer who can supply me with the following: -HER ISS THE COMMUNICATION WITH THE COUNTY: Good afternoon all, There has been no permit technician assigned to the case, the previous owner had discuss... - Identify structural integrity code deficiencies: I require someone proficient in interpreting and applying regulations related to structural integrity, who can systematically identify any potential code deficiencies. The perfect candidate will have a strong background in structural engineering, drafting, and code compliance. They will also need to be able to interpret the results of their analysis to provide a site plan. Only those with demonstrable experience in load calculations and structural integrity codes will be c...

I am in need of an experienced professional who can help with an enhancement to our powerflow analysis utilizing Power Factory software. This project is primarily focused on conducting a comprehensive powerflow analysis to improve the efficiency and reliability of our power systems. Key Responsibilities: - Conduct a powerflow analysis using Power Factory software - Implement enhancements to improve overall power system efficiency - Ensure compliance with regulatory standards and best practices - Provide a detailed report on the analysis and suggested improvements Ideal Skills and Experience: - Proficiency in Power Factory software - Strong background in power systems analysis - Familiarity with power losses, voltage stability, and power transfer optimi...

I have a bulk of handwritten records that needs to be typed into a spreadsheet. The data will be used for analysis, so accuracy is important, though minor errors are acceptable. Key requirements: - Convert handwritten records into a digital format - Enter the data into a spreadsheet - Ensure moderate accuracy with minimal errors Ideal Skills: - Data Entry - Fast Typing - Attention to Detail - Basic Knowledge in Data Analysis - Experience with Handwritten Data Conversion would be a plus

I'm in need of a skilled copywriter who can help me create qualitative content for the healthcare sector. This project is specifically geared towards educating the audience about a product/service. Ideal expertise would include: - Exceptional copywriting skills - Prior experience in Healthcare related copywriting - Skill in converting complex concepts into simple, layman's terms. The top objective is to educate the audience about a product/service effectively. Therefore, ability to create compelling, engaging, and user-friendly content is paramount for this task.

I'm in need of a specialist in data analysis, specifically predictive analysis. The purpose of this project is to generate a sales forecast derived from publicly available data. The resulting prediction should aid in budget planning, identifying sales trends, and setting sales targets. IN NEED OF A DATA ANALYSIS PROJECT FOR PREDICTING SALES Ideal Skills and Experience: - Expertise in predictive analysis - Proficient in analyzing publicly available data - Indepth understanding of sales forecasting - Strong statistical and mathematical skills

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!

...emerging freelancer specialized in Excel, offering services in data analysis and routine work automation. With academic experience in handling complex Excel functions, I am poised to help clients streamline their operations and uncover valuable insights from their data. Key services include: - Crafting custom Excel spreadsheets for data analysis - Automating repetitive Excel tasks to save time and reduce errors - Analyzing datasets to provide actionable business insights - Creating visually appealing reports and dashboards for easy data interpretation Ideal Project Collaboration: - Clients seeking to improve data management and efficiency through Excel - Projects requiring the transformation of raw data into meaningful analysi...

As the creator of this project, I'm looking for an AI/ML expert to leverage their skills and experience in object recognition and anomaly detect...from surveillance videos to live streams and pre-recorded videos. Key responsibilities include: * Implementing object recognition and tracking techniques to detect anomalies. * Ensuring real-time alerts for any suspicious activities, amplifying the safety measures. * Aiming for improved accuracy in detecting potential safety hazards. * Enhancing the efficiency of video footage monitoring and analysis. The ideal candidate should be proficient in AI/ML, with proven experience in object recognition, anomaly detection, and video analytics. The ability to provide real-time solutions and ensure precision in safety hazard detection is hi...

...experience in designing pitch decks - Be proficient in creating professional and modern designs - Have experience in incorporating financial projections and market analysis into a visual format - Be able to translate complex data into visually appealing infographics - Be able to adhere to strict timelines and deliver quality work within the given timeframe The pitch deck should include: - Financial Projections: This should clearly and effectively present the financial outlook of the event, making it appealing to potential investors. - Market Analysis: A comprehensive and visually engaging representation of the market analysis for the event. - Event Timeline: A clear timeline of the event, showcasing key milestones and expected outcomes. If you h...

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.

...talented individual from Ghana who can assist me with interview transcription and Akan language translation for market research purposes. Required Skills/Experience: - Proficiency in Akan language and English - Experience with market research data collection and transcription - Excellent attention to detail - Ability to maintain confidentiality The candidate should be able to translate interview transcripts from English to Akan, while ensuring the accuracy and quality of the data collected. The collected data will be used for qualitative analysis, so the individual should have a good understanding of the market research process. This project will be ongoing, with the possibility of more work in the future. Experience in market research, transcript...

...detail, and a tenacious attitude towards unearthing the truth. My project involves delving into some messy details involving freeholder corruption and their lawyer, who had been committing fraud and perjury repeatedly therefore, we can prove it .a background in political and corporate corruption is necessary. Essential Skills: - Investigative Journalism - Political/Corporate corruption exposure - Analysis of legal documents - Interviewing witnesses Project Outline: - The focus will be on exposing corruption within freeholders and their legal advisor. - I offer initial evidence in the form of documents and witness testimonies. - Extracting, corroborating, and confirming the validity of this information will be your duty. While the timeline is flexible, the urgency of the projec...

I'm looking for a professional to create a monthly income statement in Excel spreadsheet format. Key Requirements: - The task is to generate an income statement. - The data must be accurate and well-organized. - I would like to have the report in Excel spreadsheet. - The report should be delivered on a monthly basis. Ideal Skills: - Proficiency in financial reporting and analysis. - Advanced Excel skills. - Attention to detail. - Experience in creating income statements. - Timely delivery.

...provide a detailed force analysis, create a CAD model, present concept sketches, generate a Bill of Materials (BOM), conduct Finite Element Analysis (FEA), and provide cost estimates. Key Responsibilities: - Designing a small mechanism (I will specify details if awarded). - Conducting thorough force analysis to ensure the mechanism's efficiency and safety. - Providing a detailed CAD model of the designed mechanism. - Creating concept sketches for visualization. - Developing a Bill of Materials (BOM) for easy procurement of the required parts. - Performing Finite Element Analysis (FEA) to ensure the mechanism's stability. - Providing accurate cost estimates for the entire project. The ideal candidate should have: - Proven experience in mechanism de...

...Suppliers: Identify reliable manufacturers and suppliers, ensuring access to top-quality products. Pricing Insights: Analyze pricing trends to empower informed decision-making. Market Understanding: With a sharp eye for product marketing, provide valuable insights into positioning and promotion strategies. Qualifications: Bachelor’s degree in Marketing, Business, or related field. Proficiency in data analysis tools. Excellent communication skills. Join us in shaping the future of our brand! This is a monthly pay project. During the initial month, the focus will be on evaluating your expertise in online search and your ability to deliver projects promptly....

I am in search of an experienced SEO professional to help my website gain more v...traffic, search engine rankings, and lead generation - Implement on-page optimization techniques to improve the website's performance on search engines - Conduct detailed technical SEO analysis and suggest/implement changes - Regularly monitor, report, and adjust SEO campaigns for optimal performance Ideal skills and experience: - Proven experience in SEO management with a track record of increasing website traffic, search engine rankings, and lead generation - In-depth understanding of on-page optimization and technical SEO - Excellent analytical skills to measure effectiveness of SEO strategies and make data-driven decisions - Strong communication skills to provide regular updates and c...

I have a bulk of handwritten records that needs to be typed into a spreadsheet. The data will be used for analysis, so accuracy is important, though minor errors are acceptable. Key requirements: - Convert handwritten records into a digital format - Enter the data into a spreadsheet - Ensure moderate accuracy with minimal errors Ideal Skills: - Data Entry - Fast Typing - Attention to Detail - Basic Knowledge in Data Analysis - Experience with Handwritten Data Conversion would be a plus

...comprise multiple worksheets showing the models, the regression analysis summary, the comparison of model performance, the decision tree, and the calculations you used to answer the task questions that require you to complete in Excel USING SOLVER. -report should be mainly for the economic order quantity (EOQ) analysis and the answers to the qualitative questions. No introduction -1900 word report -There should be at least FOUR worksheets in the Excel workbook. Two of them should show the following two demand forecasting methods that you are required to use to forecast the demand of 5 kg ice bags at Caltex, a petrol station in Melbourne. 1. Moving average 2. Static method. for the other two: summary of the regression analysis for the static method. The othe...

Being familiar with grocery industry finances, I need an expert to conduct a detailed analysis regarding a store's annual profitability. This involves but is not confined to: - Breaking down costs and expenses - Calculating and understanding profit margins The ideal professional must have experience in financial data analysis with exquisite accuracy. Favorably, knowledge or background within the grocery retail sector is advantageous. The final analysis report should be delivered in a well-structured PowerPoint presentation that encompasses all key findings. It's important for the report to be clear, and easy to understand for non-finance personnel. I am open for any approaches or suggestions, as long as they fulfill the core objective of this project: ...

...artificial intelligence (AI) and education to develop an engaging seminar for college students. The aim is not only to build upon their basic understanding of AI, but also to highlight its ethical usage in an academic context and potential repercussions of AI-enabled cheating. Your responsibilities will include: - Creating a comprehensive presentation that explains AI's role in research and data analysis. - Demonstrating how AI can be used effectively for school purposes while also maintaining academic integrity. - Addressing the possible consequences of AI cheating in a straightforward and memorable way. Ideal candidates should have: - A solid background in AI and a deep understanding of its application in education. - Proven experience creating engaging educationa...

...business case and financial analysis document specifically tailored to secure financing and government approval for a real estate project. Key Aspects: - Market Analysis and Trends: The document should provide a thorough examination of the target market's demographics, a comprehensive competitor analysis and an in-depth look at supply and demand dynamics. - Risk Assessment and Mitigation Strategies: I need someone who can analyze potential risks associated with the project and suggest effective mitigation strategies to counteract them. - Projected Financial Performance: The document should include detailed financial projections for the project, outlining expected returns and potential challenges. Ideal Skills and Experience: - Extensive experience in financ...

I'm looking for an expert who can put together a precise and comprehensive multifamily proforma that focuses on cash flow details. Specifics Required: - Include data on net operating income, debt service, and cash on cash return. - An in-depth monthly breakdown of these values. Skills & Experience: - Proven track record in financial analysis, specifically real estate and multifamily property market. - Professional approach with strong attention to detail. - High-level proficiency in using proforma software or Excel. - Understanding of the specifics of rental property cash flows.

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 ...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 ...

I require SPSS expertise. Please apply.

I'm looking to collaborate with a skilled freelancer to develop a comprehensive online module on research methodology. This module is aimed at non-clinical staff and graduate students who are beginners in the field of research methodology. Key Objectives: - Develop a module consisting of 5 to 10 engaging lectures - Covering key topics such as Introduction to Research Methodology, Data Collection Methods, Data Analysis Techniques, Basic Statistics, and Writing Manuscripts for Publication - Ensure the content is beginner-friendly Ideal Skills and Experience: - Experience in developing educational content or courses in the field of research methodology - Strong understanding of research methodology and the ability to simplify complex concepts for beginners - Good k...

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.

I am seeking a proficient Revit and AUTOCAD and ETABS. Looking forward to working with you. Thank you.

I am see...strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut small logs into planks. The 2-off, NEMA 23 stepper motor movements are sequential, ie, first one moves then the second stepper moves. The controller is a Raspberry Pi 4, the prefered language is Python. Input to the controller via R Pi 7inch Touchscreen. File is to big to attach I look forw...

I ordered a 16’ x 24’ storage shed from Heartland Sheds company, but they could not install it due to my steep slope here. But I already submitted my permit request for it and it was approved. The contractor who supposed to assemble the shed on site suggested to build a cinder block foundation than he could put the shed on it. I did that, but now the building inspector wants me to get an Appendix G form filled out and stamped by a PE to verify the footer and foundation meets NC building codes. Luckily I have plenty of photos and receipts documenting the entire project from excavation to finish. I offer $1,000.00 to get the job done.

...skilled individual who is proficient in blockchain and wallet analysis, specifically on the Arbitrum blockchain. The project involves analyzing transaction patterns and wallet balances and activities. Key Requirements: - Proficiency in blockchain analysis, particularly on the Arbitrum blockchain - Ability to identify patterns and trends in transactions - Proficient in analyzing wallet balances and activities Deliverables: - A comprehensive report that includes methodology, analysis, and conclusion - The report should be presented in a combination of written format and visual presentation (charts and graphs) Please note that I will provide you with access to the necessary pages and data on Arbiscan. Your task will be to fetch data, analyze it, and p...

I am seeking a YouTube analytics expert to help improve the watch time analytics of my channel. Key Responsibilities: - Analyze current watch time patterns and identify areas for improvement - Provide recommendations to boost...recommendations to boost viewer engagement and retention - Suggest strategies to enhance the overall analytics of my channel Ideal Candidate: - Proven experience in improving watch time analytics on YouTube - Strong understanding of viewer behavior and engagement on the platform - Excellent data analysis skills - Up-to-date knowledge of YouTube algorithms and best practices - Experience in the entertainment content industry would be a plus Please note, I am looking for someone who can not only analyze the data but also provide actionable str...

...professional to assist with a small data entry project. Key Responsibilities: - Data entry with formulas: You should be proficient in Excel and comfortable working with spreadsheets that require formulas. - Handling digital data: You will be provided with data in a digital format, likely an Excel or CSV file. Ideal Skills: - Advanced Excel skills: You should be well-versed in Excel, particularly in data entry and formulas. - Attention to detail: Precise data entry is crucial for this project. - Efficient and organized: I'm looking for a freelancer who can manage their time and workload effectively. Please note that this is a straightforward project with no requirement for data analysis or visualization. A high level of a...

I'm looking for a skilled freelancer with prior experience in data scraping to help me extract specific text content and URLs from a public site. Key Details: - Your main task will be to collect the text content and URLs from the site. - Previous experience in a similar project is a must. - Please provide me with details regarding your experience in your application. The purpose of this data scraping project is for market analysis.