Minitab excel spss jobs
I am putting together a discussion pack and...well-established publications so long as their credibility is clear. To keep the discussion focused, each article must be: • Published within the last 30 days • Written in English (originally or via an official English edition) • Provided with its full URL, headline, publication date, and a one-sentence summary of why it is relevant Please deliver everything in a simple spreadsheet (Google Sheets, Excel, or CSV) with separate columns for each field. Around 25–30 articles in total—balanced across the three topics—will give me enough material, but let me know if you think a different count makes more sense. Once I receive the file I will sample a few links to confirm accessibility and accuracy ...
...Provide clear documentation so future uploads can follow the same conventions without confusion. Acceptance criteria: • Every video assigned to exactly one primary subject; optional secondary tags used consistently. • No orphan or “miscellaneous” buckets remain. • Final taxonomy and metadata load without errors into my CMS and immediately surface in its search/filter UI. You can work in Excel, Google Sheets, Airtable, or another structured-data tool—whatever you prefer, as long as the final file is import-ready. If you’ve handled large media libraries, LMS content, or digital asset management systems before, that experience will be invaluable. I’m available for quick clarifications and will supply full export of the existing me...
...active Indian YouTubers whose content relates to data entry (tutorials, tips, freelancing, software demos, etc.). • Contact details: extract the publicly listed Promotion/Business email visible in the About section. • Screenshot capture: take a clear PNG or JPG screenshot of the About page for each channel so the email is readable. • Organise results: create a spreadsheet (Google Sheets or Excel) with Channel Name, Channel URL, Subscriber Count, Email Address, and the corresponding screenshot file name or link. Quality rules • Exactly 500 unique channels – no duplicates. • Minimum number of subscribers 10K. Maximum number of subscribers 1Mn • Only channels with a visible Promotion/Business email count; personal or blurred emails do...
I need a clean, well-structured Google Sheet built primarily for data entry. The sheet has to accept text, numbers, and dates without errors, then feed those inputs into a simple budget-tracking section that totals inflows, outflows, and remaining balance automatically. Here is what I have in mind: • Input area: clearly ...left” figure that updates the moment new numbers are entered. • Light formatting: freeze headers, apply validation where useful, and colour-code the budget tracker so issues stand out at a glance. • Sharing-ready: final file must stay in Google Sheets, with protections set on formula cells so only data cells are editable. If you’ve created similar data-entry templates in Google Sheets (or Excel converted to Sheets) and can get thi...
I’m looking for a lightweight yet robust set of templates built only in Excel and Word. The first deliverable—and my main focus right now—is a project tracker I can update myself after hand-over. It must let me assign tasks, follow progress, and flag upcoming deadlines. I want the same information surfaced three ways: • a clean table for quick data entry, • an at-a-glance dashboard, and • a simple Gantt-style timeline. Formulas, conditional formatting, slicers, and data validation are fine; no VBA or other code. I also need journey-map, Kanban, templates. Deliverables – One Excel workbook linking the table, dashboard, and Gantt views. – A concise Word guide explaining how to add tasks, adjust dates, and toggle re...
I will provide an online public directory of a trade-show and a sample of the structure I use as client list. From there, I need exhibitors records extracted. For every client, capture only the name plus up-to-date contact information (email and phone) and country of location. When you lay out the data, use Microsoft Excel and group the entries by the location of the company so I can filter or sort cities and states at a glance. A clean header row, consistent formatting, and no blank lines between records will help me to use it most efficiently Once finished, send back the .xlsx file and note any entries you could not verify so I can follow up internally.
I'm seeking an Excel expert to help me analyze customer feedback data using descriptive analysis techniques. The goal is to derive insights on customer satisfaction levels. Key tasks include: - Analyzing pre-defined customer feedback data sets. - Using Excel to perform descriptive analysis. - Visualizing data using various techniques. - Interpreting data to derive insights on customer satisfaction. Ideal candidates should possess: - Proficiency in Excel. - Experience in data analysis. - Familiarity with data visualization techniques. - Ability to interpret and derive insights from data.
...understand their requirement, and record the details clearly. This role is suitable for experienced telecallers, students, housewives, or freelancers looking for work-from-home calling work. Responsibilities: • Call enquiry leads provided by us • Ask basic questions to understand the customer's requirement • Identify whether the lead is genuine and interested • Update the information properly in Excel Requirements: • Good communication skills in Hindi and basic English • Polite and confident speaking style • Experience in telecalling or customer support preferred • Must have a mobile phone and internet connection • Minimum 80–120 calls per day • Flexible timing • Calls can be made from their own phone. Recharge ...
...creators based in the United States who can credibly showcase baby carriers. Each profile must clear three non-negotiables: a minimum of 10 000 followers, consistently high engagement (plenty of genuine comments and likes on recent posts or videos), and a proven track record of product-review style content rather than casual daily-life vlogs. Here’s what I need back from you in a single spreadsheet (Excel or Google Sheets is fine): • Platform & handle • Real name (if public) • Follower count (latest pulled) • Average engagement rate (%) – please include likes + comments figures used in the calculation • Niche notes (e.g., “babywearing educator”, “twin mom”, “pediatric nurse”) • Recent br...
I have a batch of PDFs and scanned images that contain both handwritten and typed content. I need every line of this material transcribed with great care into clean, well-formatted Excel sheets and, where narrative paragraphs are involved, into matching Word files. Because the source files mix handwriting with standard text, I’m counting on you to read closely, double-check each entry, and keep spelling and punctuation exactly as they appear. Here’s what will let me sign off on the job: • Excel workbooks where tab names, column headers, and cell formats mirror the original tables or forms. • Word documents that preserve paragraph order, headings, and any simple styling (bold, italics, bullet points). • 100 % of the source pages converted&mdash...
...understand their requirement, and record the details clearly. This role is suitable for experienced telecallers, students, housewives, or freelancers looking for work-from-home calling work. Responsibilities: • Call enquiry leads provided by us • Ask basic questions to understand the customer's requirement • Identify whether the lead is genuine and interested • Update the information properly in Excel Requirements: • Good communication skills in Hindi and basic English • Polite and confident speaking style • Experience in telecalling or customer support preferred • Must have a mobile phone and internet connection • Minimum 80–120 calls per day • Flexible timing • Calls can be made from their own phone. Recharge ...
I need an experienced Indian tax professional to take full charge of two connected tasks. First, handle my GST and TDS compliance—pr...document that shows how much I can save and the exact steps to do so, covering: • Tax-saving investments I can start right away (ELSS, PPF, NPS, etc.) • All eligible deductions and exemptions I’m currently missing • Legitimate income-splitting opportunities to optimise overall liability You’ll receive full access to the ledgers and prior-year returns. Please use standard tools—Tally/Busy, Excel, the GST portal, TRACES, and the income-tax e-filing site—to complete the work. Deliverables are considered accepted once filings appear as “Successfully Filed” on the portals and the planning r...
...regional groundworks companies that could use extra labour for 
excavation, foundation laying and drainage installation and paving projects. Please research and compile a list of suitable contractors working across our region, cross-checking that their core focus is groundworks rather than general building so we approach the right decision-makers. Acceptance criteria – the final spreadsheet (Excel or Google Sheets) must include: • Company name, postal address and main phone number • Named contact (site manager, contracts manager or director) with direct email and, where possible, mobile number • A brief note confirming they handle excavation, foundations, drainage work, finishing works & paving • Service radius or principal counties served...
...have a collection of information that needs to be keyed into an Excel workbook and structured across several sheets rather than a single table. Your task is to take the raw data I provide, enter it accurately, and lay it out so that each logical section lives on its own tab while common fields remain consistently formatted throughout. Accuracy and neat organisation matter more to me than speed. Every value must match the source exactly, formulas (where required) should calculate correctly, and each sheet must be clearly named for quick navigation. Deliverable: • A single Excel file containing all data, organised across multiple, clearly labelled sheets, ready for immediate use and analysis. If you are comfortable working in Excel and confident in your attent...
I need a simple, cost-free Android application that lets me point my phone at any supermarket barcode and instantly see three pieces of data pulled from an Excel sheet: the quantity I still have on hand, the current selling price, and any ordering details I have stored. The app must work entirely offline while I’m on the shop floor; I’ll only reconnect when I swap in a refreshed dataset. Here is the flow I’m after. I export my stock report every morning to Excel, drop the file into a predefined folder (or upload it through a small admin screen), and the app overwrites yesterday’s data. When a barcode is scanned, the item record is located locally and the three fields display in a clean, readable layout. I’m open to any no-code or low-code platfo...
I need you to do the same thing to budget 3 as you did with budget 2
...Acceptance criteria 1. The final Form 1120 balances to my trial balance and ties out to supporting schedules. 2. All entries reflect current IRS guidance for small C-corporations. 3. Delivery of the completed return, workpapers, and a brief summary of any planning opportunities identified. I use QuickBooks Online, so familiarity with that platform will speed up data pulls, but I can export into Excel if you prefer. Target completion: two weeks from award so we have cushion before the deadline. Let me know your preferred tax software and any questions about the books, and we can get started right away....
I have a collection of documents that must be re-typed with meticulous attention to detail. You will receive the source files exactly as I have them—some may be PDFs, others could be scans or handwritten pages—and you will key every word into a clean, editable file. Before we begin we will agree on the final format (Word, Excel, or plain text), but it is essential that the finished document mirrors the original content and layout as closely as possible, free of spelling or punctuation errors. Turnaround time and accuracy matter more to me than speed alone. I will review your first batch to be sure we are at least 99 % correct, then release the remainder of the work. If you spot anything unclear or illegible, flag it rather than guessing. Please tell me how soon you cou...
I will turn your raw business data into a clean, reliable model and then build a modern Power BI—or, if you prefer, Excel—dashboard around it. Using SQL and Power Query I’ll handle the full preparation pipeline so every refresh runs automatically. The finished dashboard will surface your key sales, order, and performance indicators through intuitive charts, drill-through views, and slicers that non-technical users can explore with confidence. Colour palette, fonts, and layout will match your brand, and advanced filters will let you zero in on any segment or period in seconds. Deliverables • PBIX (or XLSX) file with documented queries and DAX formulas • Fully interactive report pages, mobile-friendly layout included • One-click refresh conne...
I need someone to collect freelancer profiles from freelancer platforms and put them into a Google Sheet or Excel file. Criteria: • Freelancer must speak Dutch ( Native or Bilingual or fluent) • Their hourly rate must be between $5 and $20 For each freelancer collect: • Name • Profile link • Hourly rate • Country • Skills • Languages The final output should be a Google Sheet or Excel file. Please confirm you understand the criteria.
...participants follow along on their own machines. Recordings of each session, slide decks, and any code or spreadsheet templates you use should be shared afterward so the group can review. By the end of the program, participants should comfortably import raw data, perform basic cleaning, create simple summaries, and interpret the results they see in charts or tables. I’m open to your preferred stack—Excel, Google Sheets, SQL, or entry-level Python/R—so long as the learning curve stays gentle and the concepts are explained in plain language. When you reply, please outline: • The number and length of live sessions you recommend for beginners • The main topics you would cover • Examples of similar training you have delivered and the outcomes a...
I need someone to compare two spreadsheet files with 21+ columns to identify value variances. Requirements: - Compare two large spreadsheets - Identify and report discrepancies in values - Attention to detail and accuracy Ideal Skills: - Proficiency in spreadsheet software (Excel, Google Sheets) - Experience with data comparison tasks - Strong analytical skills Please provide examples of similar work done.
Create an MS Excel add-in that lets me pull raw tables straight from ERP and excel files, clean the data, explore it visually, and push out polished, reusable reports—all without leaving the Excel worksheet. Core functionality I need built in: • Connectivity to ERP tables (ODBC or API—whichever suits Excel best) so a user can browse available tables, apply simple filters, and load the data into a sheet with one click. • Data-cleaning helpers that detect blanks, duplicates, and obvious outliers, then offer quick fixes or flag rows for review. • A visual exploration panel for instant charts and other data-visualization tools so users can slice the imported data on the fly. • A custom report builder where predefined templa...
I'm looking for a developer to create a medical readiness tracker for a military unit. This tool will help us upload specific reports and sort, compute, and identify deficiencies. Key requirements: - Upload specific reports via batch file u...percentage of readiness Ideal skills and experience: - Strong background in data management and software development - Experience with batch file processing - Familiarity with military medical requirements is a plus - Proficient in creating sorting and computation algorithms Can provide live examples of the imports will be using. At this time Planning on copying and pasting imports as multiple excel workbooks per sheet. If better solution to import in multiple files please let me know. Any conflicts with specs or build sheets to be c...
...scraping application to collect judge data from all 20 Florida judicial circuits and output it to a standardized CSV. The tool must be built for long-term maintainability — when a circuit website changes layout, only minimal configuration updates should be needed, not code rewrites. Background: Florida has 20 circuits covering 67 counties. Each circuit publishes judge data differently: some offer Excel/CSV downloads, others publish HTML pages and subpages with varying structures. The master data source is: Required Output Fields: (CSV)ID, Type, Name, Lastname, Assistant, Phone, Location, Street, City, State, Zip, County, Circuit, District, Courtroom, Hearingroom, Subdivision(Sample CSV will be provided — format must match exactly)
I need a microsoft excel document, I will need to change percentage of the loan x multply the number of months I give out the loan and add % of interest = monthly repairment, monthly interest erned.
...routine data entry to custom logo design, as well as transcription and translation projects in multiple languages. Additional assignments may be introduced as client needs evolve, so adaptability is a plus. When you submit your bid, focus on the experience that makes you the right fit for the services you want to handle. Point me to previous projects, outline the tools you’re comfortable with (Excel, Adobe Illustrator, SDL Trados, etc.), and let me know the typical turnaround times I can expect from you. Clear communication and the ability to meet agreed-upon deadlines will weigh heavily in the selection process. I plan to build lasting relationships with freelancers I can trust for repeat work, so tell me how you add value beyond a single task. Looking forward to reading...
The excel formula does not match the system on a previous project so I need you to help me create something that will use this CSV file to get the numbers per employee on open more than 1 week and 2. Tickets open in total per employee. per property (15 total) lmk the quote please.
I run a YouTube channel that teaches SPX-options strategies such as 0DTE credit spreads and iron condors. Every upload is a short, 5–10-minute lesson built around a voice-over, example trades, and plenty of data-driven visuals. What I need now is an editor who can turn the raw material I provide—script, narration track, screenshots of fills, and Excel exports—into a clear, professional video that makes the numbers pop. Your focus will be on financial infographic detail. I rely heavily on graphs and charts, so accuracy, detail, and ease of understanding are non-negotiable. Viewers should be able to glance at a payoff curve or intraday SPX candlestick and instantly grasp the point I’m making. Clean cuts, logical pacing, and subtle text overlays for Greeks, bre...
I want only in excel I am rolling out an internal brand plan product management of several established brands and future pipeline must include conference-management tool that brings together a shared calendar and a robust to-do system, all built to handle highly sensitive information. The core of the build is a brandable, self-hosted tracker where every session, speaker hand-off, and logistics task lives in one place. Here is what the finished product must do for us: • Task assignment & tracking: create, delegate, and reassign action items with user-level permissions. • Deadline reminders: automated, configurable notifications via email and in-app alerts so nothing slips. • Progress status updates: quick updates, percentage completions, and color-coded indi...
I have two parallel tasks that I’d like handled together so the workflow stays streamlined. Alongside that, I have an Excel workbook that needs data cleaning. The sheet has duplicate rows, inconsistent date formats, and a few stray characters that break formulas. Your job is to tidy it up so every column is validated, values are consistent, and the file is ready for analysis the moment you hand it back. Deliverables • One clean, error-free Excel workbook with all duplicates removed and formatting standardized I’m happy to clarify dimensions, materials, or data rules once we connect. Let me know your estimated turnaround and any questions you have so we can get started right away.
I'm looking for a skilled developer to create a manufacturing production and quality dashboard with Overall Equipment Effectiveness (OEE) met...developer to create a manufacturing production and quality dashboard with Overall Equipment Effectiveness (OEE) metrics. The application should be a desktop tool, compatible with Windows, and able to connect to Excel/CSV files for data import. Key Requirements: - Windows desktop application - Connect to Excel/CSV files - Display comprehensive OEE metrics - Visualize production and quality data Ideal Skills: - Experience in desktop application development - Proficiency in data visualization - Familiarity with manufacturing metrics, especially OEE - Strong background in handling Excel/CSV data integration Please provide e...
...remote management. Core scope • Billing & Sales tracking – quick item lookup, discount handling and GST-ready printable / digital receipts. • Inventory – real-time stock level tracking at each outlet, automatic deduction when a sale is made, and a central view so I can reorder in time. • Reporting – daily, weekly and monthly sales reports broken down by outlet, item and GST slab. Export to Excel or PDF is essential. • Recipe management – define each product’s ingredients so the system can consume raw materials automatically when an item is sold. • Multi-outlet dashboard – one web screen where I can see live sales, low-stock alerts and top sellers from all branches side-by-side. High-level deliverables ...
I want a high-energy, creative video that will make prospective tenants instantly see themselves operating from our new 136-foot-wide commercial complex. The building is still in development, so you will be working mainly with 3D visualisation, animated plans, and any...Blender, 3ds Max—whatever you use). 3. One short, muted social-media cut-down (≤20 seconds) that teases the façade and brand spaces. Acceptance criteria: • Every key element listed above is visually represented. • Branding placeholders are neatly integrated without obscuring architectural detail. • Colour grading, transitions, and music are licence-cleared for commercial use. If you excel at architectural visualisation, motion graphics, and storytelling, I’m ready to s...
...logging everything into a clean, well-formatted Excel spreadsheet that I can open straight away. You must be comfortable with: • Deep web searches, drilling past the first page of results to locate company reports, pricing intel, and emerging-trend articles. • Cross-checking numbers so that each entry is accurate and traceable. • Using MS Excel for sorting, filtering, pivot tables, and basic formulas; we’ll occasionally switch to Google Sheets for live collaboration. The rhythm is long-term and steady. I expect several small research batches each week and will release payment in hourly blocks of ₹20–₹30 as we go. Reliable communication, quick turnarounds, and absolute data confidentiality are essential. Deliverables each cycle: 1...
...logging everything into a clean, well-formatted Excel spreadsheet that I can open straight away. You must be comfortable with: • Deep web searches, drilling past the first page of results to locate company reports, pricing intel, and emerging-trend articles. • Cross-checking numbers so that each entry is accurate and traceable. • Using MS Excel for sorting, filtering, pivot tables, and basic formulas; we’ll occasionally switch to Google Sheets for live collaboration. The rhythm is long-term and steady. I expect several small research batches each week and will release payment in hourly blocks of ₹20–₹30 as we go. Reliable communication, quick turnarounds, and absolute data confidentiality are essential. Deliverables each cycle: 1...
...written (names, addresses, comments, and any additional notes), then paste it into the correct column of the template I will share. Accuracy is critical—every field must match the original spelling and punctuation—and I expect a quick double-check before each batch is marked complete. The spreadsheet will live in Google Sheets, so familiarity with that platform is important, though you may use Excel locally if you prefer and then import the file. I will provide login credentials to the form dashboard along with detailed column headings so you can start right away. Deliverable: • A fully populated Google Sheet that mirrors all live online form submissions, free of typos and formatting issues. I will review the first small batch to confirm we are on the same pag...
...Acceptance criteria 1. The final Form 1120 balances to my trial balance and ties out to supporting schedules. 2. All entries reflect current IRS guidance for small C-corporations. 3. Delivery of the completed return, workpapers, and a brief summary of any planning opportunities identified. I use QuickBooks Online, so familiarity with that platform will speed up data pulls, but I can export into Excel if you prefer. Target completion: two weeks from award so we have cushion before the deadline. Let me know your preferred tax software and any questions about the books, and we can get started right away....
Hello Data search and entry I will provide you with a list of 1000 hotels and I need you search this property on booking website and copy and paste the url for each property, put the result in an excel file do not use AI, do everything by yourself
Hello Data search and entry I will provide you with a list of 1000 hotels and I need you search this property on booking website and copy and paste the url for each property, put the result in an excel file do not use AI, do everything by yourself
...quick-turnaround data scrape focused exclusively on retail businesses. Your task is to locate and compile accurate, up-to-date contact information—specifically email addresses, phone numbers, and physical addresses—for a sizable sample of companies that fit the retail profile I will provide once we start. To keep the work clean and usable, please record each company on its own row in a Google Sheet or Excel file and label the columns clearly. I will spot-check a portion of the entries, so only verified details count toward completion. Deliverables • Spreadsheet (.xlsx or Google Sheet) containing: company name, website, email address, phone number, full street address, city, state/province, and country • Source URL for every data point so I can retrac...
...handle issues, provide prompt updates to client/agency. - Maintain records and reports of completed services. Requirements: - Experience in concierge services, luxury transport/client service or operations/logistics management — required. - Fluent English (written and spoken) — required. - Excellent communication, polite and client-oriented manner, stress tolerance. - Proficiency with Outlook, Excel, Word; experience with booking systems/CRM is a plus. - Confident use of Google Maps (route planning, address verification, travel time estimation). - High punctuality, attention to detail, responsibility. Pluses (advantages): - Experience with LinkedIn Sales Navigator, social media management, or B2B partner outreach. - Experience finding and building partnerships with ...
...Light mode Performance Expectations The app should: feel smooth and responsive avoid UI thread blocking use asynchronous operations where appropriate load instantly This is a utility tool, so responsiveness is very important. Features NOT Required (Important) Please do NOT implement the following in Version 1: trading journal analytics charts login cloud sync screenshot attachments Excel export These features are planned for later versions. Deliverables Complete Android project Clean and readable code Proper project structure Basic documentation for running the project Ideal Developer Looking for someone who: has experience with Kotlin + Jetpack Compose writes clean and maintainable code understands UI/UX polish communicates clearly If this project go...
I have a ten-page PDF that mixes narrative text with numbers, all presented as bullet-style lists. I need the entire document reproduced in Excel, exactly as it appears. Here’s what matters: • For every bullet list, keep the items together in one column and preserve line breaks so the order reads the same way it does on the page. • Make sure each figure stays paired with its text label—no shifting or misalignment. • Copy everything faithfully; don’t redesign tables or alter wording. Deliverable • A single, neatly formatted .xlsx file that mirrors all ten PDF pages. I’ll spot-check the sheet against the source for accuracy, so aim for 100 %. Please name the file to match the original and return it within 24 hours of acceptance.
I’m putting together a personal-finance coaching workbook and need an Excel expert to turn my outline into a polished, user-friendly file. The core of the job is a 12-month layout (January through December) with a clear yearly dashboard that automatically rolls up every figure. Users will open this file on Excel for Office 365 and Excel Online, so every formula, table, and link has to behave perfectly in those environments and display well on phones as well as desktops. Each monthly sheet should include sections for Income (broken down into Salary/Wages, Investments, and Other Income), Expenses, and an at-a-glance Net Total. All totals must flow up to the summary page without complicated array formulas or VBA; simple SUM, SUMIF/SUMIFS, and basic links are fine s...
I need an expert who can tap into our Lawson environment and pull the financial-side payroll information we keep there. The end goal is a clear, well-structured Excel workbook—no other format will do—containing every payroll field we agree on (earnings, deductions, taxes, cost center coding, and any other columns you know are standard for Lawson’s payroll tables). Here is what matters to me: • Source: Lawson (on-premise LSF, version 10) • Scope: Financial data tied specifically to payroll—nothing HR-only or attendance-related. • Delivery: A single Excel file, cleanly formatted and ready for pivoting or upload into Power BI. You may use whatever extraction method you are most comfortable with—Lawson SQL queries, the Lawson ...
... • Keep the dashboards in sync with any schema or process changes across HRSD so that visualisations remain accurate and relevant. • Partner with our internal ServiceNow admin team to optimise performance and security on the instance. Deliverables & acceptance 1. Production-ready Platform Analytics workspaces and dashboards. 2. A repeatable, automated monthly report (exportable to PDF/Excel) covering turnover and demographic breakdowns. 3. A short hand-off guide so other analysts can refresh or adjust the content. Delivery is accepted once leadership can pull the report without manual intervention and all figures reconcile against the source HR tables. Engagement details • Contract, long-term; immediate start. • 5–7 years’ han...
I have just under ten minutes of raw footage that I want transformed into a single, smooth, professional-looking piece for my social-media channels. Think clean cuts, gentle transitions, tasteful color grading and audio balancing—nothing flashy or g...there, please: • Craft a concise final edit (usually 30-60 seconds, but I’m open to your creative recommendation). • Apply subtle motion graphics or text call-outs only where they enhance clarity. • Deliver in vertical 1080 × 1920 MP4, plus the project file (Premiere Pro, Final Cut, or DaVinci Resolve—use whichever you prefer). I’ll give prompt feedback so we can wrap this quickly. If you excel at making short social videos feel premium without over-editing, I’d love to see a s...
...both narrative text blocks and embedded HTML tables, a purely scripted scrape misses too much, while a purely manual effort would be too slow. I’m therefore looking for a balanced workflow that blends solid Python-based parsing (BeautifulSoup, pandas, regex, maybe an LLM call for tricky passages) with targeted human review to catch formatting quirks and footnotes. Deliverables • A single CSV or Excel file where each row is a firm-year filing and each column holds one of the compensation items above, clearly labeled. • A short read-me describing the extraction logic, any LLM prompts used, and the quality-control steps you applied. • A reproducible script or notebook so I can rerun the pipeline on future filings. Acceptance criteria • ≥ 95 % o...