Statistical Analysis Jobs

I have a complete purchase-history dataset ready to go and I want to turn it into actionable customer segments. The single objective is clear: identify distinct target customer groups so I can market to them more effectively. The analysis must surface three core insights: • Which customers are truly high-value • Who buys most frequently • Who shows signs of churning You’re free to choose the right statistical or machine-learning approach—RFM scoring, K-means, hierarchical clustering, or a hybrid model—as long as it fits the data. I’ll supply the raw CSV and a short data dictionary; you return: 1. A cleaned, well-documented dataset with the segment labels appended 2. A concise notebook or script (Python, R, or SQL-based) that reproduces th...

Data Analysis needs to be done

21. 1、 Title: Research on Static and Dynamic Vulnerable Node Identification Algorithms Based on Uncertainty in New Energy Systems 2、 Journal partition: SCI Zone 4 is best for non OA publications. If OA is required, look for publications with lower costs I need you to match 3-5 journals based on my topic, and I may submit them based on the journals you provide me with in the future, 3、 Writing requirements: Write according to my paper title and journal requirements, and provide necessary journal requirements documents, including an AI plagiarism report Turnitin (Artificial Intelligence) (1) Word count: 5000-8000 words (2) Formulas and symbols: cannot exist in image format, nor can they be created using Word's formula editor. Please format all formulas using MathType to ensure that the ...

I am preparing a first-in-human Phase I clinical study and need a seasoned medical writer to craft the full clinical study protocol from scratch. The assignment is narrowly focused on this single document—no trial reports or regulatory submission packages are required right now—so I’m looking for someone who lives and breathes ICH-GCP guidance, FDA expectations, and common-sense clarity. You will receive the investigational product overview, preliminary pre-clinical data, and our draft synopsis. From there, I need you to turn that core information into a polished, inspection-ready protocol that covers objectives, endpoints, study design, inclusion/exclusion criteria, safety monitoring, PK/PD sampling schedules, statistical considerations, and our standard appendices. I e...

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I need a clean, machine-readable raw data set that tracks drug overdoses across the Dallas–Fort Worth metropolitan area. The end goal is to run my own statistical analysis, so I’m looking for the fullest level of detail that public records allow. Scope of data • Source: please pull exclusively from government databases—think CDC WONDER, Texas Department of State Health Services, Tarrant & Dallas County Medical Examiners, state hospital discharge records, or any other official repository you can access. • Time span: both recent releases and archived records are valuable; ideally the series stretches far enough back to reveal long-term trends. • Geography: the entire Dallas–Fort Worth Metroplex, with each case or summary entry tagged so I can...

I need a detailed traffic flow analysis focused on vehicle counts. Key requirements: - Collect accurate vehicle count data. - Analyze traffic patterns for improved flow. - A report summarizing findings and recommendations. Ideal skills and experience: - Background in traffic engineering or urban planning. - Experience with data collection and analysis tools. - Strong analytical and reporting skills. Please provide a bid and any relevant experience.

I’m putting together a data-driven journalistic article focused on mental health issues and I want every claim backed by solid, verifiable evidence. The story will weave together two strands of information: • Recent news-based facts: up-to-date reporting from reputable national and regional outlets, clearly traced to original publication dates and URLs. • NCRB data: the latest publicly available tables (suicide statistics, offences under the Mental Healthcare Act, etc.) extracted, cleaned, and presented so trends can be understood at a glance. What I need from you is a research package that includes: 1. A concise methodology note explaining your search strategy, source-credibility filters, and fact-checking steps. 2. An organised spreadsheet (or CSV) of the raw NCRB ...

I have completed a systematic review in the field of pharmaceutical medicinal chemistry and now need a fresh, highly-experienced pair of eyes to interrogate the whole review before submission. Your assignment is to read the full manuscript and provide a critical evaluation of the methodology section, drilling down into: • how each study was designed, • whether the data-collection techniques are appropriate and consistently applied, and • the suitability and robustness of the statistical analyses. I am looking for concrete, evidence-based feedback that highlights strengths, pinpoints weaknesses, and, where possible, suggests precise improvements aligned with best practices in medicinal chemistry research. Deliverable: a detailed written report that walks through your a...

21. 1、 Title: Research on Static and Dynamic Vulnerable Node Identification Algorithms Based on Uncertainty in New Energy Systems 2、 Journal partition: SCI Zone 4 is best for non OA publications. If OA is required, look for publications with lower costs I need you to match 3-5 journals based on my topic, and I may submit them based on the journals you provide me with in the future, 3、 Writing requirements: Write according to my paper title and journal requirements, and provide necessary journal requirements documents, including an AI plagiarism report Turnitin (Artificial Intelligence) (1) Word count: 5000-8000 words (2) Formulas and symbols: cannot exist in image format, nor can they be created using Word's formula editor. Please format all formulas using MathType to ensure that the ...

I need a thorough market analysis that will stand up to academic scrutiny. The primary goal is to transform the statistical data I already have into clear, defensible insights I can cite in an upcoming research paper. Here is what I will provide: a structured dataset of market-related statistics. Your task is to examine it, apply the appropriate quantitative and statistical techniques, and extract trends, correlations, and any noteworthy anomalies that help explain the dynamics of the market in question. What I expect back: • A concise methodology section explaining the analytical models or tests you chose and why they fit this data set. • Clean, well-labeled tables or visualisations (Python, R, SPSS, or Stata—use the tool you are most comfortable with) highlighti...

I’m finalising an MSc thesis that revolves around protein-ligand docking and I’d like a skilled collaborator to guide me through the analysis and interpretation of my AutoDock results. The docking runs are complete; what I need now is a clear, publication-quality story extracted from the data. Here’s the current state: • Receptor and ligand preparation followed the standard AutoDock 4 workflow. • Multiple docking runs produced clusters, binding energies and poses that still need rigorous filtering and visual explanation. What I want from you: 1. Inspect my grid parameters and scoring to confirm the protocol’s validity. 2. Parse the *.dlg files, cluster the poses, and identify the most reliable binding modes. 3. Generate interaction maps and figures...

I need timely, data-rich market intelligence for Austria, Slovenia, Switzerland and Germany, and I want to lean heavily on AI to get it. The sector will vary from brief to brief—one week it might be fintech, the next medical devices—so flexibility across industries is essential. I’m open to any AI approach that turns raw data into actionable insight. If you prefer Python notebooks with pandas, scikit-learn or TensorFlow, that’s fine. If you like commercial platforms such as Similarweb, Brandwatch, Crunchbase or Statista, that works too. What matters is that the sources are transparent, the findings are verifiable and the insights are presented clearly—ideally with concise visuals in Power BI, Tableau or Looker Studio. For every assignment I will need: •...

I am conducting a multi-round modified Delphi study expert consensus study. I have just completed Round 1, which consists of qualitative data from 20 expert panel responses. I need a qualitative analyst to perform the initial thematic coding and framework development using NVivo. Crucially, the final deliverable must include the development of the structured questionnaire instrument for Round 2 based on the themes extracted from Round 1. Please provide a quote that covers both the qualitative coding and the Round 2 instrument design, and note if your team can provide statistical support for the subsequent consensus rounds (Rounds 2 and 3) and the final analysis, results and recommendations.

I'm seeking a skilled data analyst to create an interactive dashboard for analyzing MSEDCL consumer power consumption. The analysis will focus on: - Peak usage times - Total monthly consumption - Consumption patterns by device Data sources will include smart meter data and billing records. Ideal Skills and Experience: - Proficiency in data analysis tools (e.g., Power BI, Tableau, Python) - Experience with smart meter data and billing records - Strong visualization skills for interactive dashboards - Background in energy consumption analysis is a plus Please provide samples of previous work in your bids.

I'm looking for Mathematics and Biomedical research expert and engineer to help out with project ideas and execution.

I need a solid, well-documented workflow in both MATLAB and Python that takes my raw numerical data, cleans it, runs the agreed-upon statistical or exploratory routines, and outputs clear, reproducible results and visualisations. All scripts should be easy to follow, with comments that explain each major step so I can tweak parameters later if needed. Please show me examples of similar numerical-data projects you have handled in the past—finished notebooks, published toolboxes, or any concise code snippets that highlight your approach to data cleaning, transformation, and visual presentation. Once we agree on the techniques to use, I will provide the dataset and a brief describing the specific questions I want answered. Final hand-off will include: • The complete MATLAB co...

I have a rich set of customer data and need it transformed into clear, actionable recommendations that directly guide our day-to-day decision-making. The task goes beyond describing what has happened; I expect you to model multiple scenarios, determine the best course of action for each, and spell out the expected impact on revenue, churn, and overall customer satisfaction. You are free to work in Python, R, or any other modern analytics environment as long as your code is reproducible and well-documented. SQL access to the source tables can be arranged if you prefer to build your own extracts. Deliverables: • Cleaned, well-structured dataset (or repeatable script that produces it) • A transparent prescriptive model with commentary on assumptions and limitations • A ...

Temporal Lesion-Aware Dynamic Gated Multimodal Fusion Framework for DR and DME Analysis Using OLIVES and MMRDR Datasets Framework Overview The proposed framework introduces a Temporal Lesion-Aware Dynamic Gated Multimodal Fusion System for automated analysis of Diabetic Retinopathy (DR) and Diabetic Macular Edema (DME) using multimodal retinal imaging data. The framework combines fundus images, OCT scans, longitudinal retinal information, and optional clinical metadata to improve retinal disease classification, biomarker understanding, and temporal disease progression analysis. Unlike conventional multimodal retinal systems that use static feature fusion, the proposed framework employs a: Dynamic Gated Cross-Modal Fusion Mechanism that adaptively learns the importance of each retinal modal...

This project presents a comprehensive data-driven analysis of Apple’s iPhone market impact in India using interactive Tableau visualizations. The dashboard explores trends in iPhone sales, customer preferences, pricing patterns, market growth, and consumer behavior across different regions and time periods. The objective of this project is to understand how Apple’s iPhone has influenced the Indian smartphone industry and consumer purchasing decisions. Using data visualization techniques, the dashboard transforms raw data into meaningful insights through charts, graphs, filters, and interactive stories. Key insights covered in the project include: Growth of iPhone users in India Comparison of iPhone models and pricing Customer satisfaction and buying trends Regional market an...

Option 1: Professional & Balanced (Sabse best)"I believe I am the best candidate because I combine technical expertise with a strong commitment to deadlines. I don’t just complete tasks; I focus on delivering quality results that align with your project goals. My previous experience in similar projects has taught me how to handle challenges efficiently, ensuring a smooth workflow from start to finish."Option 2: Short & Direct (Agar zyada baat nahi karni)"My unique mix of [mention your main skill, e.g., Graphic Design] and attention to detail makes me a great fit. I am highly adaptable, easy to communicate with, and my primary goal is to exceed your expectations by providing top-notch work on time."Option 3: Hinglish (Thoda casual/friendly rakhne ke liye)&q...

I’m running a brief online survey to support a current Malaysian market-research study and need additional respondents from the Malaysian general public. The form mixes multiple-choice items with a few open-ended prompts; most people finish in under 60 minutes. Accuracy and thoughtful answers matter more than speed, so please read each question carefully and answer in your own words where text boxes appear. You’ll access the survey through a single link I’ll send once the project starts—no signup or download required. Deliverables • One fully submitted survey response under your own perspective • A quick screenshot of the final “Thank you” page to confirm completion That’s it. If anything in the form is unclear while you’...

I need a concise but data-rich study of the premium scented candle category that focuses strictly on the global market as a whole and the Indian market in detail. The report should quantify the total addressable market, highlight the five largest brands in each arena with their best-estimate shares, and explain how sales split between online and offline channels. Because e-commerce is a critical growth lever for this category, I also want platform-level sizing for Amazon, Flipkart and Nykaa—how big the premium scented candle business is on each site today, how fast it is growing, and any meaningful differences in buyer behaviour you can uncover. Beyond the raw numbers, please interpret the data through three lenses that matter to us: • Consumer demographics (who buys, wh...

I have a historical sales dataset that I need turned into a reliable forecasting tool. Your task is to apply predictive analytics to uncover the underlying patterns in the data and generate accurate projections of future sales. Here’s how I see the engagement flowing: you will start by cleaning and exploring the raw files, engineer any features that improve signal, then build and validate a forecasting model. I’m open to the techniques you feel are most appropriate—ARIMA, Prophet, gradient-boosted trees, or a custom deep-learning approach—so long as the final model proves its worth on hold-out data. Deliverables • A fully documented model (code + reproducible environment) • A brief methodology report that explains assumptions, key drivers, and accu...

I have several Excel workbooks that capture our end-to-end manufacturing process and I need them turned into a single, insightful Power BI dashboard. The data covers production volumes, quality control metrics and supply-chain information, and I want all three areas displayed clearly in one place. Beyond simply visualising the numbers, I’m looking for useful analytics: trend analysis to spot shifts over time, KPI cards for quick health checks and comparative views that let me stack one line, shift or plant against another. You can assume the usual production KPIs (throughput, OEE, defect-rate %, on-time delivery) but feel free to suggest additional measures if they add value. Key requirements • Connect Power Query to multiple Excel files (local or OneDrive) and clean, merge ...

I need a skilled qualitative analyst to conduct thematic analysis on more than 10 interview transcripts. Ideal skills and experience: - Expertise in thematic analysis - Experience with qualitative data, especially from interviews - Strong analytical and writing skills - Ability to identify and articulate key themes Please provide samples of previous qualitative analysis work.

I have several Excel workbooks that capture our end-to-end manufacturing process and I need them turned into a single, insightful Power BI dashboard. The data covers production volumes, quality control metrics and supply-chain information, and I want all three areas displayed clearly in one place. Beyond simply visualising the numbers, I’m looking for useful analytics: trend analysis to spot shifts over time, KPI cards for quick health checks and comparative views that let me stack one line, shift or plant against another. You can assume the usual production KPIs (throughput, OEE, defect-rate %, on-time delivery) but feel free to suggest additional measures if they add value. Key requirements • Connect Power Query to multiple Excel files (local or OneDrive) and clean, merge ...

I need help transforming a steady stream of studies into publishable, original research articles for both medical and engineering journals. On the medical side the material is strictly clinical research, so familiarity with trial design, CONSORT/STROBE reporting, statistical interpretation and AMA style will make the process smoother. For the engineering manuscripts you should be comfortable with technical terminology and IEEE (or similar) formatting conventions. My typical hand-off ranges from raw data sets and outlines to partially drafted papers. Your role is to craft a clear, well-argued manuscript, weave in up-to-date citations, prepare polished tables / figures, and then edit the text until it meets the target journal’s language and structure requirements. Deliverables &bul...

I am looking for an experienced Power BI Dashboard Developer who can build an interactive and professional dashboard urgently based on the sample PDF/dashboard provided. Project Scope Develop a modern and interactive Power BI dashboard for election analytics and constituency profiling for Johor State constituencies (DUN). Dashboard Requirements The dashboard should include: * KPI summary cards * Total voters * Total PDM * Total polling streams * Total branches * Other key statistics * Interactive charts & analytics: * Voter breakdown by race * Voter breakdown by age group * Election results comparison (PRN vs PRU) * Majority analysis * Winning/Losing PDM analysis * Trend & performance visualization * Interactive filtering/slicers b...

I am seeking an experienced quantitative trading analyst or algorithmic developer to perform a comprehensive Walk Forward Matrix (WFM) Optimization Analysis and detailed trade diagnostics on my trading strategy. I do not want you to build me a tool, software, or script. I only want the final optimization data results, stability heatmaps, a comprehensive trade analysis report, and the best robust parameter settings. Critical Multi-Timeframe Strategy Logic (Must Read): Please review the attached C# code carefully. The strategy uses strict Multi-Timeframe (MTF) Filtering. A 1-minute execution signal is only valid if the higher timeframes (the 30-Minute and the Daily charts) are already locked into a matching trend direction. Therefore, your testing environment cannot optimize the 1-minute c...

I’m preparing to introduce a new non-alcoholic drink for teens and young adults (13-25) across the entire national market, and I need a single, consolidated research package that lets me walk with confidence into production, distribution talks, and investor meetings. The work must move beyond basic desk research; I expect data-driven answers that quantify the total addressable market, size the real gap my concept can fill, and convert those insights into concrete financial projections (CAPEX, OPEX, breakeven volumes, IRR, payback). You’ll need to deconstruct the competitive landscape brand-by-brand, identify white-space opportunities by flavour profile, format and price point, and show how current consumption trends—health consciousness, functional ingredients, sugar-tax...

I need an expert ( 5 to 10) to review my doctorate survey. The survey focuses on leadership behaviours, organizational resilience, and emotional intelligence within the management field. Requirements: - Content validity assessment -face validity - In-depth feedback on all three areas - Expertise in management, especially in the specified domains Ideal Skills: - Advanced knowledge in management theories and practices - Experience in academic research and survey design - Strong analytical and evaluative skills

I am competing in a HackerEarth data-science contest and I want to push my score into the top tier of the leaderboard before the challenge closes next month. I have already set up the competition workspace and can grant you immediate access to the dataset, rules, and current public-leaderboard baseline. Here is what I need from you: build, tune, and iterate a high-performing regression model, supply well-commented code (Python is preferred, but you are free to choose the stack you are fastest with), and hand over a prediction file ready for final submission. Along the way, please keep a concise notebook or script that allows me to reproduce your workflow end-to-end on my own machine. In your bid, include links or brief summaries of past work that demonstrate strong results in similar com...

I need a working software application that carries out statistical analysis on research datasets for my final-year project. The focus is purely on stats—no dashboards, mapping, or fancy visualisations—so everything you build should centre on clean numerical insight. Core functions I must demonstrate: • Upload or paste a CSV/Excel file. • Generate descriptive statistics (mean, median, mode, variance, standard deviation). • Run common inferential tests—t-test, chi-square, ANOVA, basic linear regression—selectable through a simple menu or GUI. • Export the results as a neatly formatted PDF or Word report so I can attach it to my submission. I’m flexible on the tech stack: Python (pandas, scipy), Java (Apache Commons-Math), or any langu...

I need a sharp financial modeller to jump into my existing startup spreadsheet and turn around a polished update quickly—first clean-up draft by this Saturday, final version ready for review on Monday. Scope of work • Refresh the revenue projections so they reflect our latest traction metrics and revised go-to-market timeline. • Rework the operating-expense and capex forecasts, weaving in both the numbers I already track and several new cost buckets we expect to add next quarter. • Tighten the monthly and quarterly cash-flow analysis, making sure runway and burn-rate visuals are crystal-clear for potential investors. Data & Assumptions You’ll work with a mix of existing sheets (actuals through last month, pipeline data, historical CAC/LTV) and new a...

I need an expert in chemical engineering to solve 6 specific questions using formulas from our lectures. The solutions should be delivered as Excel calculation sheets. Requirements: - Proficiency in chemical engineering principles - Ability to create detailed, accurate Excel calculation sheets - Familiarity with lecture-derived formulas

I need a comprehensive flood-risk assessment for a residential property. The report should evaluate current exposure to river, surface-water, and groundwater flooding, model potential scenarios, and translate the findings into clear, actionable recommendations I can use for planning approval and insurance discussions. Please collect and analyse the relevant hydrological data, produce flood-depth and velocity maps, and summarise mitigation options (for example, finished-floor adjustments, drainage improvements, or landscape changes). I’ll supply the site address, topographic survey, and any utility information you need as soon as we start. Deliverables • A professionally formatted PDF report that satisfies local authority planning requirements • GIS source files and an...

I have an existing, well-structured quantitative dataset and I need an experienced statistician to turn it into clear, actionable insights. Your main task will be to clean the data if necessary, choose and justify the right analytical techniques, run the analyses, and explain the findings in plain language supported by tables and visualisations. The dataset is already collected, so there is no survey or experimental design work involved—this is purely about extracting value from secondary data. I am comfortable with you using R, Python (pandas / statsmodels), Stata, or SPSS; just let me know which environment you prefer so I can reproduce the results later. Deliverables: • A brief outline of the analytical plan before you begin • Reproducible code or syntax files with c...

I have prepared a manuscript in Transportation domain for a Scopus Q1-indexed, ABDC-listed A or A* journal and need it brought to publishable standard. The draft is complete, but I want an expert eye across three fronts: • Grammar and language – refine flow, tighten phrasing, eliminate errors while preserving my voice. • Structure and organisation – adjust headings, sequence, and narrative so the argument builds logically from introduction through discussion. • Data and analysis – verify that my statistical interpretation is sound, tables and figures are clear, and results speak directly to the research questions. Everything must conform to APA guidelines as well as the specific formatting notes of the target journal. Familiarity with common Socia...

I need a mentor to guide a high school student in developing a project on international relations. The role involves providing guidance, helping frame ideas, and offering research mentorship. This does not include completing any academic work or assignments on behalf of the student. Ideal skills and experience: - Expertise in international relations - Strong mentoring and communication skills - Experience in guiding research projects - Ability to synthesize complex information into coherent insights

I'm seeking an experienced academic writer to help finalize my PhD thesis , approximately 11,000 words required ( excluding references pages ) , approximate 80-90 references , other type of formats i will share later . The project involves several key tasks: - Comprehensive review and refinement of analysis using Smart-PLS, covering: - Methodology - Data interpretation - Results discussion - Updating and formatting references in APA7 style across the entire thesis, including: - Introduction and Literature Review - Methodology and Results - Discussion and Conclusion - Literature review update for 2022-2026 - No AI-generated content Ideal Skills and Experience: - PhD in a related field of : Human resources management - Proficiency in Smart-PLS - Strong command of APA7 formatting - ...

I have a complete set of yearly sales figures that I need explored in depth. My main objective is to surface clear trends hidden in the numbers—patterns in revenue growth or decline, seasonal shifts, product or regional out-performance, and any anomalies that merit a second look. All raw data are already cleaned and stored in spreadsheets; if you prefer working in Python (Pandas, NumPy, Matplotlib/Seaborn) or an R environment, that’s fine—just let me know your choice so I can grant access to the files in the right format. Please feel free to bring your own BI tool for supplementary dashboards if it speeds up iteration. Deliverables I expect • A concise written report outlining the key trends you discover, backed by summary statistics. • Clear visualizati...

I'm seeking an expert to set up automations using Claude and Gemini. The goal is to streamline our operations, specifically in data analysis and workflow management. Key tasks include: - Automating data visualization and statistical analysis tasks. - Setting up automations for approval processes and task management workflows. Ideal Skills and Experience: - Proficiency in Claude and Gemini. - Strong background in data analysis, particularly in visualization and statistical methods. - Experience with workflow automation tools. - Ability to understand and map out complex processes for automation. Please provide examples of previous work and relevant experience.

I need a TradingView technical indicator that displays SMT/ISMT. The indicator should be simple and focus solely on showing SMT/ISMT without additional functionalities like buy/sell signals or trend analysis. Requirements: - Expertise in TradingView Pine Script - Experience with SMT/ISMT concepts - Ability to create clean, user-friendly indicators Ideal Skills: - Proficient in technical indicator development - Strong understanding of market dynamics - Attention to detail and accuracy

I need assistance with data analysis in Excel related to chemical engineering problems. Key Tasks: - Analyze chemical engineering data sets - Create visualizations (charts, graphs) to interpret data - Organize and structure data for clarity Ideal Skills and Experience: - Proficiency in Excel, especially for data analysis - Background in chemical engineering - Strong analytical skills - Experience with data visualization tools within Excel

I need a concise yet rigorous literature review that zeroes in on pharmacology, drawing almost exclusively from published clinical trial reports. The objective is to assemble, critique, and synthesise the latest evidence on the chosen drug class or therapeutic area (I will confirm the specific compound once we start). You will search databases such as PubMed, Embase, and , screen studies for relevance and quality, extract key efficacy and safety outcomes, and weave the findings into a clear narrative that highlights consensus, contradictions, and remaining knowledge gaps. Standard academic writing conventions, PRISMA-style flow transparency, and proper referencing (Vancouver or APA—your choice) are all expected. Deliverables • Structured review manuscript (≈3,000&nda...

I'm seeking assistance with my undergraduate dissertation in behavioural economics, utilizing a quantitative research methodology. The dissertation will rely solely on secondary data from existing datasets. Key Requirements: - Expertise in behavioural economics - Proficiency in quantitative research methods - Experience in sourcing and analyzing secondary data - Strong data analysis skills, preferably with statistical software (e.g., SPSS, Stata, R) Ideal Skills: - Background in economics, particularly in behavioural and quantitative aspects - Ability to interpret complex datasets - Strong academic writing skills for the dissertation report It is due on the 20th, it is 5000 words. Please provide samples of previous work and relevant qualifications.

I’m putting together a complete video course in Hindi and English that guides absolute beginners through the full journey of data analysis—from first principles all the way to hands-on work with popular tools such as Excel and Tableau. I need you to record the lessons yourself, speaking clearly, sharing your screen, and demonstrating every step so viewers can follow along in real time. The flow should start with fundamental concepts—types of data, descriptive statistics, basic visualisations—and gradually move into more advanced techniques like pivot tables, forecasting, and dashboard creation. Practical, example-driven teaching is essential; the audience has no prior experience, so every technique must be shown in context with a downloadable dataset. Deliverables...

I need a clear, data-driven report that pinpoints the best city or region for our next company site. The focus is strictly on market analysis with an emphasis on competitive analysis. Key points I want covered: • Map the current competitive landscape—who is already operating in each potential area, their market share, and any strategic advantages they hold. • Overlay that insight with core demographic indicators I care about: age distribution, income levels, and population density. • Combine these findings into a concise ranking of the top locations, explaining the rationale behind each score. Please reference credible datasets (e.g., census data, industry reports) and cite all sources. Final deliverable should include an executive summary, detailed finding...

DISCLAIMER: AI GENERATED PROPOSALS WILL NOT BE CONSIDERED I am seeking an experienced freelancer to enhance my hotel review analysis software by expanding its data visualization and analytical capabilities. The software currently scrapes reviews from platforms like and Google Maps and performs basic sentiment analysis. I aim to improve the visualization and analysis of this data to provide deeper insights into customer sentiments and trends. Objectives: Expand the data visualization capabilities of the dashboard. Implement advanced data analysis techniques to extract meaningful insights from the review data. Enable export functionality to generate editable PDF reports of the analysis and visualizations. Core Responsibilities: Data Visualization Enhancements: Expand the existing dashb...