Statistical spss data analysis paper rewiewmunkák

I'm seeking an experienced sports statistician who specializes in data analysis. We would like to find someone based in the US who has some knowledge ideally of the NFL. Our primary aim is to understand the overall performance of different teams and when they peak (early, mid-, late season, etc.) Key Responsibilities: - Examine several seasons of football, basketball, and baseball statistics (to be decided) - Provide team performance analysis - Generate report highlighting key findings Required Skills and Experience: - Understanding of sports statistics, specifically American football, baseball and basketball - Proficient in statistical analysis tools - Previous experience in sports-data analysis preferred

...track of their attendance in the mess. Key Features: - **User Authentication**: The app should ensure that only registered students can use it. - **Notifications**: It should provide notifications to remind students to mark their attendance. - **Mark Attendance**: The core function of the app is to allow students to mark their attendance digitally. Current Data Recording: The attendance data is currently being recorded manually in paper registers. The goal of this application is to digitize this process, making it more efficient and accessible for all the students. Design is already in Figma File Ideal Experience: - Proficiency in Android app development - Prior experience in creating applications

...presentation will chiefly underscore: - The cost-effectiveness of running staff-less hotels - How technological advancements are making this concept more appealing and practical Ideally, I'm looking for someone who can prepare a cutting-edge, persuasive narrative, utilizing evidence-based data. Applicants should have experience in: - Creating compelling investor presentations - Hospitality industry with a focus on leading hotel trends - Understanding and communicating complex technology in a simple fashion - Cost analysis and business model evaluation A background in successful investment pitches and knowledge of advancements in hotel operations technology will be key. The target market is Saudi Arabia. There is a great shortage of hotels generally in big cities ...

Seeking ML expert (MSc/PhD) to implement hybrid DCN model for Bitcoin price prediction using Python. Tasks: data collection/preprocessing, EDA, model training/evaluation, results analysis & report writing. Ideal candidate has experience in financial forecasting & cryptos.

I'm currently in need...of a skilled engineer with experience in structural analysis, particularly with steel structures, to help optimize the design of my project. Project involves suggesting furnace column, beams , plates etc sizes as per Australian standard, and material sizes available in Australian market. Key Responsibilities: - Conduct a comprehensive structural analysis of the steel structure - Analyze and interpret the results for optimization recommendations - Make design suggestions based on the analysis - Ensure the structural integrity of the steel structure Ideal Skills: - Proficiency in AutoCAD - Previous experience in structural analysis and design - Knowledge of steel structures - Ability to provide actionable design suggestions based on...

I need a robust and efficient platform that will help in managing incubator operations effectively. This online portal shoule cater not only for startups...relationships. - Integration with payment gateway: Financial transactions can be done within the same platform. - Email marketing integration: To send, track, and manage email marketing campaigns. - Programme management: To integrate programme operations seamlessly. - Data collection, analysis and reporting tools: To gain meaningful insights from data. Ideal freelancers for this project should have extensive experience in portal development, knowledge about incubator operations, excellent integration skills and proficiency in data analysis and reporting. Experience in CRM, Payment gateway and Em...

I am seeking an expert in marine engineering or naval architecture to perform an in-depth buoyancy calculation for my medium-sized (20-30 feet) fishing charter boat. The boat is designed primarily for fishing charter purposes and needs to support a medium load capacity (4-8 people). Your task will include: - Calculation and analysis of the boat's buoyancy with medium load - Providing a detailed report on the boat's load capacity, stability, and safety Applicants should have significant experience in boat design and naval architecture, with a strong understanding of buoyancy principles. Your background knowledge, talents, and precise calculations will be crucial in ensuring that our fishing boat is safe, stable, and ready for an exciting fishing adventure. Please pre...

I'm looking for a skilled data analyst to assist me in creating a comprehensive report of the telecommunications landscape in Saudi Arabia. This 10-slide report should encompass a detailed scrutiny of Saudi Telecom Company (STC) in the context of the overall market. Your tasks will entail: 1. Acquisition and Analysis Data: - Accumulate critical data points, including (but not limited to) revenue, market share, total expenditures of STC. - Evaluate the acquired data for meaningful addressal and deliberation in the report. 2. Data Presentation: - The analyzed data should preferably be neatly arranged into tables for easy comprehension. 3. Market Overview: - Contrast and appraise STC's standing in relation to the broader Saudi...

As a medium-sized business, I'm looking to enhance my brand presence and awareness among young a...medium-sized business, I'm looking to enhance my brand presence and awareness among young adults (18-24). For this, I need a comprehensive social media campaign that will focus on Instagram, TikTok, and Twitter. Key deliverables: - A strategic approach to increase brand awareness, not just followers, on the selected platforms - Engaging content creation and posting schedules - Monitoring and analysis of the campaign's effectiveness Skills/Experience: - Proven track record in social media marketing, especially within the platforms specified - Understanding of young adult target audience and ability to tailor content accordingly - Strong analytical skills for campaign ev...

Am doing a project using a simple shell and tube heat exchanger design and I have a problem with Ansys fluent validation. I already drew the shell and tube heat exchanger, simple design. However, the problem is that am unable to get similar results as the actual value when it comes to pressure drop. for flow rate 1 am getting it correct, but mass flow rate 0.5 and 2 kg/s are different and far from the actual values for the pressure drop of the shell outlet. I need someone that can fix the issue achieve at least 6% or less error compared to the actual value.

...csv, txt. provided by dsp sites and calculate the revenues for the artists and label user’s earned by their distributed albums. The encoded tracks need to be stored on cloud storages like amazon S3. The assets can be download from amazon s3 when ever required for distribution. The platform needs a: Distribution software with Release Creation System Catalog management Content tracking Analysis Daily Trends Analysis Audience targeting Monitoring of music lists Video editor Royalty accounting software Neighbouring Rights Collection DMCA automated takedown Min. Requirements: - Must have experience with DDEX music supply chain and infrastructure - Experience with B2B DDEX implementation - Experience with technologies such as JSON/XML, AWS, NoSql, Python, Javascript - Fa...

I own a blog and I'm looking for a skilled freelancer who can assist me in acquiring high authority backlinks that will help to increase organic traffic and improve my search engine rankings. Key Responsibilities: - The primary task will be to acquire high authority backlinks. These should be from reputable sources and relevant to the content on my blog. - Analysis of my current backlink profile and making necessary adjustments to improve SEO performance. - Consistent monitoring of the backlinks to ensure they are active and continuously contributing to my website's growth. Ideal Freelancer: - Proven experience in building high authority backlinks. - Familiarity with SEO practices and up-to-date knowledge on the latest algorithm changes. - Previous work with blogs is a p...

I'm in need of a comprehensive logo for my existing service-oriented business. It's critical that this logo effectively caters to a broad audience, ranging from young adults to senior citizens. • Creative design: I'm looking for an ideal candidate who'll think outside the box and isn't shy of trying new ideas. • ...candidate who'll think outside the box and isn't shy of trying new ideas. • Tailored service: I need the design to reflect the bespoke service we provide. • Broad audience appeal: Please bear in mind our audience is very diverse, and the design should be engaging to all regardless of age. Ideal skills: • Proven track record in logo or graphic design. • A firm understanding of target audience analysis...

I'm in need of an expert in Rapid Miner to assist in analyzing a dataset and generating an inference report. Key Responsibilities: - Perform advanced data analysis on provided dataset. - Create and execute predictive models. - Generate a comprehensive inference report based on the analysis and model results. (2500 words) I would like to pay $50 for this project

Conduct field visits to smartphone retail stores in various areas of Iraq, including Baghdad, Erbil, and Basra. Evaluate the performance, services, and availability of iPhone products in the stores. Document findings and reports accurately. Communicate with the project team to exchange information and provide necessary analysis. Adhere to scheduled visitations and evaluation reports.

...complex Excel file with more than 10 worksheets that I need help with. The project involves three main tasks: data entry, formulas and calculations, and data analysis. Key Responsibilities: - Data Entry: - Ensure accurate entry of information across various tabs - Formulas and Calculations: - Implement necessary formulas and calculations to make sure that the data is accurately processed - Data Analysis: - Utilize Excel functions for data analysis Skills and Experience Required: - Proficient in Excel, including strong skills in data entry and formula creation - Experience in data analysis and visualization would be a plus - Attention to detail and accuracy are crucial as the data is s...

I'm in need of a freelancer who can assist with inputting numerical data into spreadsheets. The primary objective of this task is to prepare this data for analysis. Key Responsibilities: - Accurately transcribe numerical data into spreadsheets - Ensuring data integrity and validity - Formatting and organizing data for ease of analysis Skills: - Proficiency in data entry and working with spreadsheets - Attention to detail and accuracy - Understanding of data analysis principles - Time management for meeting deadlines This project holds the potential for future data analysis tasks, so a keen eye for detail is crucial.

I'm in need of an intricate financial model designed for a residential property that focuses on calculating equity investments. Specifically, I want: - Informative analytics on 'Return on Equity', to evaluate potential profits over time. - An illustration of 'Cash Flow Distribution', to comprehend the income dispersions. - Analysis on 'Equity Multiple', to understand the total cash received against the total equity invested. Ideal freelancers will have a strong background in financial modelling, specifically pertaining to property investments. Understanding of debt financing, equity investments and capability in generating these specific outputs is critical.

Conduct field visits to smartphone retail stores in various areas of Iraq, including Baghdad, Erbil, and Basra. Evaluate the performance, services, and availability of iPhone products in the stores. Document findings and reports accurately. Communicate with the project team to exchange information and provide necessary analysis. Adhere to scheduled visitations and evaluation reports.

I'm seeking a proficient data analyst to decode my online shopping platform's sales data. The primary task is to accurately identify prevailing sales trends. Your role will encompass: - Cleaning and preparing raw sales data from the online shopping platform - Utilizing advanced statistical methods to analyze the data - Identifying significant sales trends - Providing a detailed report on the findings Ideal Skills: - Proven experience in data analytics, particularly sales data - Proficiency in statistical software like Python, R or SAS - Ability to interpret complex data and communicate findings effectively - Prior experience working with online shopping platform data will be advantageous. Your detailed unde...

I am looking for a skilled Elasticsearch expert to help with data indexing and analysis for a large dataset. The data to be indexed is primarily textual and it is sourced from database entries. Experience with database management and textual data analysis is a crucial requirement for this project. The primary tasks include: - Analyzing and indexing a large dataset from database entries - Setting up Elasticsearch for efficient data analysis - Implementing indexing strategies for textual data Proficiency in Elasticsearch, data indexing, and database management is benefit for this project. Familiarity with handling large datasets and textual data is a must.

...proficient data analyst to perform an in-depth exploratory data analysis. This analysis is pivotal for identifying trends and patterns, detecting outliers and anomalies, and assessing the data quality. You will need to create a PowerPoint presentation or slide deck along with a script or talking points based on your own perspectives and insights gained from your analysis, culminating into a 5-10min presentation. *Visuals must be included* A rough time breakdown for the presentation would be: 1-2 min introduction of datasets, why it was chosen etc. 3-4 min how the data was cleaned and analysed, talk about the insights, talk to the visuals presented. 1-2 min conclusion and wrapping up the presentation etc. Key Requirements: - Proficiency...

As a family-focused internet ...that appeals to a family demographic. - Message: The key message of the flyer is the exclusive welcome offer we have for new subscribers. The flyer should clearly communicate this offer in an engaging and visually appealing way. - Format: The preferred format for the advertising creative is a printable flyer. The design should be optimized for print, so that it looks great both on screen and on paper. Ideal Skills and Experience: - Proven experience in graphic design, particularly in creating advertising material. - Familiarity with family-oriented design and messaging. - Ability to create visually engaging and informative designs that effectively convey key messages. - Proficiency in print design and knowledge of best practices for creating print-re...

I'm seeking an experienced developer who can integrate the TradingView API into a cross-platform mobile app. The app will essentially offer real-time market data and advanced charting features. Key Requirements: - Integration of TradingView API: The core focus of this project is to provide users with access to real-time market data and the ability to perform advanced technical analysis using TradingView's robust charting tools. - We will provide the datafeed with indicators required via web socket , the app will use this data and display a real time live chart on the app. You only need to do this chart on the app. No other funtions required. - Cross-Platform Development: You should have experience in developing cross-platform applications that run sm...

I need an experienced PHP developer to help m...website include the creation of custom reports and enhancing the overall security of the site. Key tasks include: - Developing custom reports: The reports I need are not limited to standard sales or inventory reports. They may involve complex data analysis and presentation. - Enhancing security: I'm looking for someone who can identify vulnerabilities and provide solutions to protect the site from potential threats. Ideal skills and experience: - Proficient in PHP programming and Martfury website development. - Strong understanding of data analysis and reporting. - Previous experience in web security enhancements. The completion time for this project is ASAP, so I'm looking for a developer who can com...

...investment opportunities. This project is focused on comprehensive analysis of potential investments and to help me make informed decisions. Key Areas: - Evaluating Investment Opportunities: I need someone who can create robust and reliable financial models to assess the viability of various real estate ventures. Your models should help me identify and prioritize the most promising investments. - Financial Metrics: Your models should primarily focus on Return on Investment (ROI), Net Present Value (NPV), and Capitalization Rate (Cap Rate). These are the key metrics I need to see to make sound investment decisions. Ideal Candidate: - Proven Experience: Previous experience in real estate financial modelling and investment analysis is a must. A background in real estate ...

Hi there! I'm seeking an expert in Python and VBA who can develop a real-time data statistical analysis tool for use on Windows. The tool must be able to process financial data. Though the format of my data wasn't specified, please be ready to handle a diverse range of formats, including but not limited to CSV files, SQL databases, and Excel files. Skills and Experience: - Mastery of Python and VBA - Experience with statistical data analysis - Familiarity with financial data - Proficiency in handling diverse data formats. - Skill in working on Windows OS. Ultimately, I require a reliable system for my ongoing financial data analysis needs. Your track record of similar successful tasks will be a...

...existing web crawler code to include specific features I require. This includes the ability to extract and filter data from multiple websites. - **Data Management:** I expect the total scale of the data to be relatively small, so the freelancer should have experience handling data sets of this size. - **Data Analysis:** After the information is extracted, I intend to use it primarily for data analysis. The freelancer should have a good understanding of how to structure data for this purpose. Ideal Skills & Experience: - Proven experience in customizing web crawlers and managing data. - Proficient in data analysis and structuring for insights. - Familiarity with handling small scale data sets....

I'm looking for a reliable specialist in quantitative data collection for an ongoing project. Key Requirements: - Expertise in data collection: You should have a strong understanding of quantitative data collection methods. - Daily Data Collection: I require daily data gathering, so punctuality is crucial. - Understanding of Data Metrics: You should be able to interpret and collect the right data metrics for analysis. Ideal Skills: - Proficiency in quantitative research - Strong analytical skills - Punctuality and reliability in data collection - Data interpretation and analysis This is an ongoing project. It's important that you're able to commit to daily data collection. If you're...

I'm seeking an expert in Python and VBA who can develop a real-time data statistical analysis tool for use on Windows. The tool must be able to process financial data. Though the format of my data wasn't specified, please be ready to handle a diverse range of formats, including but not limited to CSV files, SQL databases, and Excel files. Skills and Experience: - Mastery of Python and VBA - Experience with statistical data analysis - Familiarity with financial data - Proficiency in handling diverse data formats. - Skill in working on Windows OS. Ultimately, I require a reliable system for my ongoing financial data analysis needs. Your track record of similar successful tasks will be a plus.

...freelancer who can assist me with a digital signal processing task. This project requires expertise in both audio processing and signal analysis. * **Tasks**: The primary goal is to process recorded audio files and live audio input, analyzing for broadcasting and other applications. * **Source**: The audio and signals you will be working on are from recorded audio files as well as live audio input. * **Output**: The final result should be audio files, real-time visualization, and data analysis reports. * **Ideal Skills**: The ideal freelancer should have extensive knowledge and experience in audio processing, signal analysis, real-time visualization, and data analysis reporting. This project requires excellent technical skills in digital signa...

...modeling. Your experience in financial forecasting will also be essential to ensure the accurate and reliable execution of the project. This project will also require you to effectively work autonomously, show high attention to detail, have excellent problem-solving skills, and possess the ability to communicate complex ideas in a simplified and understandable manner. Your familiarity with data analysis, and the ability the understand and interpret complex datasets will also be valued in this role....

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...

I'm looking for a skilled Matlab expert who has a thorough understanding of communication systems, particularly in analyzing waveforms across various domains. Key Tasks: - Signal Processing: You should be able to process signals effectively, extracting necessary information with precision. - Mo...to assess signal movements and noise interference. Ideal Candidate: - Proficient in Matlab and its functionalities - Experience in Telecommunications, Satellite, and Sound Wave communication systems - Should have worked on signal processing, modulation, demodulation, and synchronization - Familiarity with various antennas and their applications - Understanding of signal propagation and noise analysis Please include in your proposal examples of past projects related to the above tas...

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I need a script that can scrape the Google Play store specific data from list of apps in the search result url of any keyword. Need data in Excel spreadsheet. Eg : if i search cat in playstore, i need the below mentioned details of first 100 apps shown in the search result. Key Project Details: - I require the script to scrape app names, descriptions, emails, download counts, and URL of the app. - The scraped data should be compiled into an Excel spreadsheet format for my review and analysis. - deploy the script into my server The Ideal Freelancer: - Proficient in web scraping tools and techniques - Experience working with Google Play store data - Competent in automating data extraction and processing - Ability to deliver a reliable, daily scr...

Functionality: Data Collection: Retrieve historical stock data (price and volume) for a given set of stocks from a reliable financial data provider (e.g., Yahoo Finance, Alpha Vantage). Store the data in a suitable format (e.g., CSV files or a database). Data Preprocessing: Clean and preprocess the collected data, handling missing values and ensuring consistent formatting. Calculate necessary technical indicators, such as moving averages (e.g., 50-day, 200-day), Relative Strength Index (RSI), and trading volume. Technical Analysis: Implement functions to identify bullish signals based on technical indicators, such as: Moving Average Crossovers: Detect when a shorter-term moving average crosses above a longer-term moving average (e.g...

...with major payment processors like Stripe or PayPal Secure transaction handling Rating and Reviews: System for buyers to rate and review sellers and products Display of ratings and reviews on product and seller profiles Messaging System: Direct messaging between buyers and sellers for negotiation and queries Notification system for new messages and updates Price Tracking and Market Analysis: Historical price data and trends for products Alerts for price changes and new listings Detailed price history, including a 12-month history of trade range, sales, price, average sale price, last sales, current sales, current bids, and current ask price Authentication and Verification: Option for sellers to authenticate and verify their items for added trust Display of verification...

...experience which stands out due to its unique atmosphere. Key Points for Business Plan; - Market Analysis: Detailed understanding of local resident coffee habits, preferences, and willingness to pay. - Competitive Landscape: Comprehensive analysis of direct and indirect competitors in the local area. - Unique Selling Proposition: Expanding on our unique atmosphere proposition, its appeal and how it will drive traffic and loyalty. - Financial Projections: Robust financial model with detailed revenue, cost assumptions and profitability metrics. Ideal freelancer should: - Have experience in writing business plans particularly in the cafe industry, with strong market and competitive analysis abilities. - Be able to communicate financial projections clearly. - Unde...

...in conducting t-test analysis in the context of hypothesis testing. The data to be used is from surveys, so familiarity with working with survey data is crucial. Additionally, the project includes the requirement for a comprehensive report on the analysis findings, complete with a detailed statistical interpretation. Key Requirements: - Conduct t-test analysis for hypothesis testing - Work with survey data - Create a detailed report with statistical interpretation Ideal Skills and Experience: - Background in advanced statistical analysis - Proficiency in t-test and hypothesis testing - Experience with survey data analysis - Excellent reporting and communication skills This project will require a high ...

I need a competent statistical analyst to conduct a T test for my DNP project. Key Details: - The purpose of this T test is to evaluate the effectiveness of the Phq9 screening tool. - The expected outcome of this analysis is to increase the identification of depression symptoms in my target population, which consists of adults over 18 years old. - This project requires strong knowledge in data analysis and statistical tests. Ideal skills and experience: - Proficiency in data analysis - Deep understanding and experience in conducting T tests - Familiarity with DNP projects and Phq9 screening tool - Knowledge in health sciences and mental health studies preferred. Looking forward to working with professionals who meet these qualifi...

I'm in need of an expert statistician, preferably with a background in medical data analysis. Your task will comprise of comparing survival rates within a set of medical patient data. This will include, but isn't limited to: - Conducting survival analysis, with a primary focus on comparing survival rates among different groups. - Your output should highlight significant differences and present the findings in detail. - The analysis needs to include detailed and easy-to-understand graphs, illustrating the comparative survival rates. Skills with statistical software and a comprehensive understanding of survival analysis are necessary for this task. Ideally, you also hold experience within the medical field.

I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

...freelancer to assist me with a basic SPSS assignment. The completion deadline for the task is within 2 weeks. Key Requirements: - Level of Analysis: The assignment revolves around basic descriptive statistics, so no advanced statistical methods are required. Experience in this area will be an advantage. - Data Format: You will be provided with the data in the SPSS software. Familiarity with this software is crucial for the successful completion of the task. Skills and Experience: - Proficiency in SPSS software is a must. - Strong grasp of basic descriptive statistics. - Proven track record in statistical analysis, particularly in SPSS. - Ability to deliver within the timeframe of 2 weeks. Please let me know about ...

As part of my MBA project, I have prepared a Project with analysis on Pharmaceutical industry. It is 15000 words project. I'm looking for a skilled and experienced researcher proof read the content and rectify if any plagiarism is found. Key areas of focus: - Conduct a thorough investigation on the project. - change the content which has plagiarism. Usage of quillbot or chagpt is not recommended. - Prepare charts and pie. Maybe 3 or 4 small charts and diagrams are there. I'm seeking a professional with: - A strong background in Research and/or the pharmaceutical industry - Excellent report writing skills, capable of delivering a well-structured and insightful final document.

I'm seeking a Python expert to assist me with a data analysis project. Specifically, I need to: - Analyze financial data: The project involves interpreting and analyzing financial statistics and metrics. Experience in financial analysis is preferred. - Present results via annotated code: The deliverable should be the Python code used for the analysis, with comments and annotations explaining each step. This will help me understand the process and replicate it in the future. The ideal freelancer for this project would be skilled in Python programming, have experience with financial data analysis, and a strong ability to communicate technical concepts in code.

I'm seeking a professional who can carry out an in-depth research investigat...carry out an in-depth research investigation into a specific topic in Psychology. The right candidate for this project should: - Have expertise and experience in Psychology, preferably in social science. - Have robust experience in creating detailed research proposals. - Possess the ability to execute a quantitative research method accurately for valid results. This project involves extensive analysis and exploration; hence, a keen eye for research gap identification and theory development is pivotal. Your contribution will be guiding the research direction and providing insights into the possibility of new theories. Prior experience in similar projects will greatly facilitate the actualization of...

I'm seeking a proficient and experienced Facebook Ads manager. The core goal of my campaign is to generate leads, thereby driving my business growth. I need someone who can help me target an interest-based audience. In particular, my target audience consists of individuals interested in roofers. Ideal skills and experience: - Proven experience in c...particular, my target audience consists of individuals interested in roofers. Ideal skills and experience: - Proven experience in creating successful Facebook Ads aimed at lead generation - Expert understanding of Facebook targeting options - Ability to identify and target interest-based audiences - Knowledge about roofers and related interest circles - Strong data analysis skills, capability to optimize campaigns base...

...comprehensive web crawler system. This system should scrape, structure, and update information from web pages, handle large projects, and be accessible via a powerful API. The system should offer user-friendly features for both individuals and businesses and include flexible user management for both customers and employees. Project Requirements 1. Web Crawling and Data Extraction -Develop a system capable of scraping entire websites and extracting data from each page. -The system should divide the scraped information into sections to facilitate easy reading and understanding. -For e-commerce sites, the system should identify and structure the following information: --Product category (including breadcrumbs for hierarchical structure) --Title --Price --Availability --Image...

...used for data analysis. Key Requirements: - Improve the speed of the code: The primary goal of this project is to significantly enhance the algorithm efficiency, thus resulting in a noticeable speed improvement. Ideal Skills and Experience: - Proficient in Python: You should have extensive experience working with Python and be able to recognize areas in the code that are causing performance bottlenecks. - Data Analysis Experience: Familiarity with data analysis practices would be beneficial as the code is part of this application. - Optimization: You should have a strong background in optimizing code for improved speed and efficiency. Additional Information: - The code is currently functional but is not running at the desired speed, impac...