Drupal spreadsheet jobs

I need assistance with data entry. I have printed documents containing text data that I need to be accurately transcribed into a spreadsheet. Key Requirements: - The data is text-based and will require accurate transcription. - The data will be provided in printed documents. - The output format required is a spreadsheet. Ideal Freelancer: - Proficient in data entry with high attention to detail. - Experienced in working with printed documents. - Skilled in using spreadsheet software. Your role will be crucial in ensuring the accurate and efficient transfer of the information from these printed documents to a digital spreadsheet. The ability to maintain precision in transcription is key.

I require a freelancer who is savvy with setting up social media and Gmail accounts. Create 50 Google email (gmail) accounts with the names in a provided excel spreadsheet. I have not attached it here, I will provide it when the project starts, as I don’t want to make them public to others then the person that will create the accounts. It is real accounts for real people that do not use gmail today, and that do not have a social presence. In the spreadsheet there is also information about the backup email to be used for PW resetting etc. Create 50 Facebook and Instagram accounts matching the google accounts. Ad profile pictures. Ad 20 to 30 random pictures to each account. Follow 30 to 50 people for each account. Make the profiles otherwise private. Make half of th...

I am looking for an expert in Excel to design a dynamic spreadsheet for project tracking. This spreadsheet will focus on monitoring task progress and deadlines. Key Features: - Daily updates: I will be updating task progress and deadlines daily, and so I need the spreadsheet to be user-friendly and efficient. - Task highlighting: If a task is falling behind schedule, I need it to automatically become highlighted in red. This will help me prioritize tasks and ensure no deadlines are missed. - This will need to show throughput for every phase and also provide an average through in volume. Skills and Experience: - Proficient in Excel - Experience in creating dynamic spreadsheets - Understanding of project management principles. I look forward to working with a detai...

For this task, I am specifically seeking a freelancer who is proficient at data entry and familiar with Excel spreadsheets. The project primarily involves numeric data, so accuracy is vital. Key Responsibilities: - Input numeric data into an Excel spreadsheet. - Maintain a minimum 98% accuracy level. Ideal Skills and Experience: - Proficient in Excel. - High attention to detail. - Experienced in numeric data entry. - Proven track record of maintaining high levels of accuracy. Please ensure you have the necessary skills and experience before placing your bid. I look forward to your detailed proposals.

...perform a site migration for my Drupal 7 website from its current host to a new one. The scope of work includes: - Carry out a full migration of a medium-sized Drupal 7 site (100 MB - 500 MB) - Ensure all basic content such as articles and blog posts are perfectly transferred - Ensure Hosting environments are the same will not cause any loss of integrity upon moving Key Requirements: - Proficiency in website migrations, especially for Drupal 7 - Understanding of hosting environments - Ability to perform the task without the need for any content or design updates - Excellent troubleshooting skills in the event of any issues during the migration This is strictly a migration task; no updates or changes are necessary. The aim is to have a fully functional Drup...

First task is below 1) 1200 Youtube video link of recipes will be provided in google spreadsheet. for e.g each link with be 2) the person need to paste the link at 3) Cut and paste 3 windows record and 1 recipe image screenshot (from youtube) and then upload in a software ( a paid version will be provided) 4) expect to finish 1200 recipes in 60-100 hours. Please quote following if you want to try this project 1) how much for updating 1200 recipes as whole project? 2) How much is per hr rate?

You can see in this google drive folder: I have two spreadsheets: municipalities and duplicates. The duplicate spreadsheet contains all of the records in the municipalities spreadsheet that are considered a duplicate. I don't need any help determining a duplicate, that has already been determined. What I need is for someone to go through the rows in the duplicates sheet, and find those rows in the municipalities sheet, and highlight them. You can see an example of what I mean in the two images attached here. the 'duplicates_examples' image shows a series of duplicate lines, and the municipalities_duplicated image shows those lines highlighted in yellow. That is exactly what I am looking

I am seeking an Excel expert who can meticulously enter extensive amounts of text, numeric, and alphanumeric data into my spreadsheet. The task involves entering names, contact details, sales information, and inventory data. The size of the task is quite substantial, with up to 1,048,576 rows and 16,384 columns involved. The role requires a keen eye for detail, accuracy, and dedication. If you are efficient in Excel and possess experience with handling large data sets, your skills will be highly valuable for this project.

I am experiencing a problematic error with my Excel sheet. An error message keeps popping up and the sheet becomes protected every time I enter a price. Ideally, instead of locking the entire sheet, only specific columns should be locked when a password is triggered by clicking a button. Key issues: - Error messa...the error triggering the message pop-up - Adjust VBA codes to lock specific columns upon password entry: - Columns A to L - Columns Y, Z to AK - Columns CW to DH - Columns DO to DS - Columns DT, DV, DX, DZ, EB, ED For this task, I need a freelancer proficient in VBA and Excel, specifically with experience with sheet protection issues. A thorough understanding of Excel functions and spreadsheet error troubleshooting is also required to successfully deliver thi...

Firstly, I want to know if what I am asking can actually be created in Excel 365 and used in Excel 365 Online. Please dont reply to this post without replying that it can or can't be done. If not, an alternative solution would be greatly appreciated. I need help creating an excel spreadsheet to track student progress in a course using 5 different options that also includes the date the option was selected. I can create the drop down list with the submission options, and apply color rules but I can not work out how to make the cell below change to the same color as the option selected and the date it was selected appear in the same cell. I need to include the date the option was selected selected and because you can't have two formulas in conditional formatting. I thou...

I am in need of a proficient Excel expert who can create a custom spreadsheet for me. This spreadsheet will help in calculating the overtime rates for my 6 employees on a monthly basis. Key Requirements: - The Excel sheet should calculate 3 types of overtime rates: standard (1x), holiday (2x), and evening/weekend (1.5x) - The formulae should be designed to take into account that an employee works a 40 hour basic week with typical overtime of between 1-20 hours. - The sheet should take into account that the employees are not paid for 30mins of travel time to and from work, the employees tell me what time they left home, arrived at site, left site and arrived home. - Standard hours are 08.30-17.00 Mon-Fri with a 0.5hour unpaid break and a 0.5 hour unpaid break if working over ...

I have some data that requires entry from spreadsheets into a database. I specifically need: - A meticulous professional who understands the importance of data accuracy. - Someone who can efficiently convert the data on these spreadsheets into a structured format suitable for database management. Your responsibilities include: - Transferring data from spreadsheets into our database system while ensuring data integrity. - Performing data cleaning and verification to maintain high quality and accuracy. Ideal candidates will possess: - A proven track record in data entry, especially from spreadsheets. - Experience with database management and understanding of data cleaning and verification. - Strong attention to detail and ability to deliver high-quality work promptly.

I require a highly skilled professional with dexterity in MS Excel and Video Editing. Tasks will encompass: For MS Excel: - Comprehensive data analysis - Detailed spreadsheet formatting - Advanced formula creation for profound financial analysis. For Video Editing: - Apt video trimming - Expert color correction - Adding text and graphics creatively to videos. Ideal candidate will have proven ability in both fields, demonstrating both attention to detail in data management, and creativity in video enhancement. Proficiency in financial analysis and data visualization is a major plus.

I have several thousands PDFs that need to be read, interpreted and transcribed into a supplied spreadsheet format. It is important that you: 1) Have an existing team to help with a task that is estimated to take 2 weeks 2) Proficiency in PDF to Excel transcription 3) Ability to complete the task efficiently Applicants based in India only.

This is a Python-based project involving LinkedIn connections parsing using a cookie file. The target is to uncover and analyze mutual connections between my pe... locations, and industries. The data about any mutual connections between my friends and my existing client database is distinctly relevant. - I also need the parser to generate records of connections between my LinkedIn friends and contacts in my CRM. - I would require the output to be well-organized and easy to navigate. It should be exportable and storable both as a CSV file and an Excel spreadsheet. Ideal Skills and Experience: - Proficiency in Python for web scraping and data handling - Experience in working with LinkedIn's data structure and APIs - Demonstrated expertise in managing and exporting data in CSV an...

I am looking for a skillful freelancer who can assist me in converting an Excel spreadsheet into a daily calendar schedule like this: Key Requirements: - You must have a firm understanding of Excel and calendar scheduling. - You must be capable of adjusting the Excel data to fit into a daily calendar layout. All data will be uploaded by an excel spreadsheet or .csv file

I'm in need of a professional data entry specialist to assist with entering numerical data into an Excel spreadsheet. The aim of this task is to organize the data in a clear, tabular format that can be easily read and interpreted. Skills & Experience: - Proficient in Excel - Strong attention to detail - Experience with numerical data entry The project demands precision in inputting the data, so only those who display meticulous attention to detail will be considered. An understanding of how to organize data in a tabular format is crucial. Please ensure you have relevant examples of similar tasks in your portfolio. Deliverables: - An Excel sheet filled with the provided numerical data, organized in a tabular format.

I am in need of an Excel professional with an intermediate level of proficiency to assist with various tasks on my project. The specifics of these tasks are open for discussion, therefore a degree of flexibility and adaptability is required. You should ideally have proven experience with data analysis, spreadsheet automation, and formula creation despite the fact these haven't been specified outright. An overview of your past relevant projects included in your bid would be highly appreciated. Convince me with your technical prowess and past success stories.

...Integration: Enable seamless sharing of website content on social media platforms to expand reach and enhance virality. Requirements: Proven experience in website development, preferably with educational or informational projects. Proficiency in web development technologies such as HTML5, CSS3, JavaScript, and frameworks like React or Angular. Familiarity with CMS platforms like WordPress, Joomla, or Drupal. Strong design skills with an eye for aesthetics and usability. Excellent communication skills and ability to collaborate effectively with stakeholders. Portfolio showcasing relevant projects and achievements. Deliverables: Fully functional and visually appealing website meeting the project requirements. Documentation and training materials for content management and websi...

I need an online store data extraction specialist to pull key information (product name, price, and barcode number) from a particular online store. - The extracted data should be delivered in an Excel spreadsheet. - This is a one-time task; there is no need for continuous extraction. It's essential that you're proficient in web scraping techniques, able to navigate through the store's pages, and extract the right data accurately. Experience with online store data extraction is preferable. Please indicate any relevant past projects in your bid. Looking forward to working with a pro who can deliver quality results efficiently.

I need a true professional to create a 50-page website for the start of business. This site will be primarily informational that targe...(CMS) is required. - A clean, modern look is essential for this project. I'm after a custom design that still makes information easy to find and absorb. It should complement the serious, professional tone that I wish to set for site visitors. Ideal Skills and Experience: - Proven track record of designing and developing informational websites. - Extensive experience in CMS such as , Joomla or Drupal. - Ability to create a clean and modern design. - Prior experience with projects targeting industry professionals would be a big plus. Please submit your proposal with links to examples of your previous work that showcase similar aesthetics and...

I'm looking for an expert in creating comprehensive trading spreadsheets. This task requires not only solid experience in spreadsheet creation but also a deep understanding of cryptocurrency trading. Key Requirements: - Real-time data updates: The spreadsheet should allow for live updates of cryptocurrency trading data. - Performance tracking: It should have features to track trading performance over specified time periods. - Profit/loss calculation: It should be equipped with formulas to calculate profits or losses accurately. - Automatic multi-spreadsheet referencing: It needs to be able to link data across multiple spreadsheets automatically. The created spreadsheet should support all available cryptocurrencies, therefore a broad knowledge of the cry...

I have a collection of PDFs that I n...images contained within for future use. Key Requirements: - Extracting data: The PDFs contain important data that I need to have extracted and organized. The data should be converted to text and saved in a spreadsheet. - Image saving: The images contained within the PDFs also need to be saved in a usable format. Please note that there are no specific requirements for the extracted text and images other than the data extraction and image saving. Ideal Skills and Experience: - Proficiency in PDF data extraction and image saving - Experience with converting extracted data into a spreadsheet - Familiarity with handling various types of images from PDFs If you're confident in your skills to carry out this task efficiently, I look for...

...optimize the use of my data, improve efficiency, and determine profitability. Specifically, my current reports draw from spreadsheet files that need to be effectively manipulated and interpreted to gain actionable insights. I'm looking for a freelancer who can provide solutions to automate: - Data Extraction: Extract data from spreadsheet files and ensure it is prepared for analysis. - Data Analysis: Analyse the extracted data to determine information of relevance and note patterns, trends or anomalies. Freelancers bidding on this project should have the following: - Strong data analysis skills with a keen eye for detail - Proficiency with Excel and similar spreadsheet applications - Expertise in automating data extraction and analysis processes Experien...

I require a good freelancer for a simple data scraping e...a simple data scraping exercise. I require the freelancer to scrape product information from my wishlist on a ecommerce site. The data I require to be place in columns within a spreadsheet is as follows:- Product name Number sold Product price Shipping cost Delivery Time Item specifics Item description Seller name Product Category: jewellery, toys (eBay category) Image Location Link URL's (can be obtained by right clicking on the image's and selecting copy image location) Product Link I require all my products in my wishlist approximately 200 products and all associated product variations placed in a spreadsheet. All product variations should be on seperate lines. More work to follow if the quality of yo...

I'm seeking an expert in Excel who can help me with three key areas. Tasks include: - Data entry: I have an Excel spreadsheet with around 100-1000 rows and columns that require data input. - Data analysis: Extracting meaningful insights and patterns from the data provided. - Spreadsheet formatting: Ensuring the data is presented in a clear, professional manner which is easy to interpret. Specific functions and formulas required include: - Basic operations like Sum, Average, and Count. - Conditional formatting, to highlight key data points. - Pivot Tables, to present the data in a clear and organized manner. The ideal candidate should have a strong track record in data handling, analysis, and visualization using Excel. Great attention to detail and the ability to ...

I've already done most of the w...piece of work. - Comprehensive Review: It's important that you review my analysis comprehensively and suggest corrections or improvements where necessary. - Final Financial Year Analysis: The analysis should cover multiple financial years, ensuring a comprehensive assessment of my trading performance. Ideal Skills and Experience: - Proficiency in Excel: The data prepared to do is in an Excel spreadsheet format, so advanced Excel skills are essential. However I also have a full list of my trades that is only in pdf. - Financial Analysis: A solid background in financial analysis and portfolio management is necessary for this project. The ideal candidate will have a keen eye for detail and the ability to provide reliable, accurate, and com...

As your assistant for this project, my job will be to type data into an Excel spreadsheet. However, I currently don't have specific information on what type of data (text, numbers, dates) you require. Additionally, I need clarification on whether you have any specific formatting needs for the data and if any calculations or formulas will need to be applied. Ideal Skills: - Proficient in Microsoft Excel - Precise and quick typing ability - Understanding of Excel formulas (just in case) Your prompt response to these questions will help ensure successful completion of your project. Looking forward to working with you!

I'm seeking a talented designer to create a custom bar graph and scatter plot for my Results Chapter. The data for the graphs will be provided in a spreadsheet. Ideal skills and experience: - Proficiency in designing data visualizations, particularly bar graphs and scatter plots - Experience working with quantitative data - Ability to translate provided data into engaging and informative visual representations Key Requirements: - Understand and adhere to data representation best practices - Provide high-quality, custom designs that are unique to the project - Attention to detail and ability to work with provided data in a spreadsheet Color choices: - No specific color scheme is required, but please ensure that any colors used are accessible and do not hinder the under...

I'm in search for a skilled developer to create a complete Office Package, compatible with the Windows operating system. Tasks include: - Word processing application: This should be able to read and write .docx and .doc file formats. - Spreadsheet application: This needs to create, manage, and support .xlsx/.xls file formats. - Presentation application: Here, the application should be capable of creating, editing, and supporting .pptx/.ppt file formats. Ideal Skills: - Experience in developing software for Windows. - In-depth knowledge of word processing, spreadsheets, and presentation software development. - Understanding of the requested file formats. Please note, we're searching for a robust, fully-functional software, and the budget has been set considering the c...

...Google Spreadsheet plugins. The purpose is to export mixed data type including both text and numerical data. Key Objectives: Development of a Google Spreadsheet plugin. Integration for data from a web-based app. Build up functionality of data import/export. Ideal Skills: Experience in developing Google Spreadsheet plugins. Proficiency in handling both numerical and text data. Experience in integrating with web-based applications. The project involves developing a plugin for Google Spreadsheet that enables sharing specific spreadsheet data with our users, subject to their permissions. Upon sharing, users can view and potentially interact with the data. Additionally, the plugin should provide us with real-time updates whenever there are any changes ma...

I'm in need of a professional proficient in Excel and data entry to support two key tasks: data analysis and spreadsheet management. Here are the tasks in detail: - Data Analysis & Visualization: I've collected customer feedback data which need to be efficiently analysed and visualized. - Spreadsheet Creation & Management: The data mentioned above should be incorporated into comprehensible spreadsheets. In terms of analysis, the focus should be on customer segmentation. Ideal candidates should have: - Advanced proficiency in Excel for data analysis and visualization - Strong understanding of data cleaning and formatting to ensure accurate analysis - Experience with customer segmentation based on feedback data.

I'm seeking a Google Sheets expert to assist me with creating a dynamic client database with a functional search button and also save and modify button . Key tasks will include data analysis, spreadsheet automation, and formula creation. The database needs to store specific information like client name, accountant name, bank names, and sort, amongst others. Ideal freelancers should have extensive experience in Google Sheets with a knack for complex formula creation and automation. Strong data analysis skills will also be useful for this project. Familiarity with creating searchable databases is highly desired.

I'm looking for a skilled freelancer who can create an automated Excel spreadsheet calculation for me. I need this spreadsheet to perform calculations based on cumulative data, specifically organized by date. You will need to be adept at Excel and have experience in creating automated spreadsheets. Knowledge of data organization and basic statistics would be a plus. I'm looking for a quick turnaround on this project. Please watch my videos for more details on what exactly is required.

Hi, I want somebody to build an alerting solution that will send me an email instantly each time a crypto project creates contracts on more than one of the following chains. With the same contract address. BnB ETH Sol Arb Avax Base Optimism I also want the data to output to a spreadsheet also in real time. In addition I want alerts and emails sent when; 1. liquidity is added to one of the contract addresses that meets the above criteria 2. Liquidity is removed from one of the contract addresses that meets the above criteria. I would like the routine to run regularly.

I need a confident and effective telemarketer who can contact disability law firms across the USA. Y...Intelligence (AI). There are four main goals for introducing AI in their operation: 1. Assisting them to get more clients 2. Helping them reduce the costs of full-time employees 3. Reduce the number of no-show appointments 4. Acclimating them to the concept and benefits of AI in the legal industry Once you have contacted the firm, you will enter the contact person's contact info into a Google Spreadsheet. A marketing, telemarketing, or sales background would be ideal for this job. Experience or knowledge in the legal industry and AI technology would also be advantageous. Important: Please submit a recording of your voice for evaluation. You can visit for more info about...

I have printed documents that need to be typed into an Excel sheet. The final spreadsheet must also be formatted according to specific requirements. Ideal Skills and Experience: - Proficiency in data entry with high accuracy - Strong understanding of Excel, including: - Use of formulas - Conditional formatting - Data sorting and filtering - Attention to detail to ensure accurate data entry and formatting

...Support, or Universal Credit – all are relevant and needed. Ideally, the freelancer for this job should have: - Proven experience in data acquisition/research - Familiarity with the UK benefits system and boiler replacement programs - An ability to succinctly compile comprehensive and accurate data The data should be provided in a Google sheet or CSV format with additional columns in the spreadsheet for names, addresses, and, if available, dates of boiler replacement. Thank you....

Looking for a paid quote generator extension on a WordPress site, a construction company wants to add the possibility for her customers to make a quote, that can be downloaded as a pdf file after payment, with different informations added Name of the user Name of the company Spreadsheet with the selected services and prices VAT price Total price Thank you

...Responsibilities: - Data Entry: The primary responsibility will be to assist me with data entry tasks. The ideal candidate should have some basic understanding of spreadsheet software and be able to follow instructions carefully. - Travel Arrangements: A secondary task will be to help me with organizing my travel plans. This includes finding and booking flights, hotels, and other necessary arrangements. Communication: - I prefer to communicate mainly through email, so being able to write concise and clear messages is a must. Ideal Skills and Experience: - Proficient in English, both written and spoken. - Basic understanding of spreadsheet software. - Interest in travel and logistics. - Excellent attention to detail and organizational skills. If you're looking to st...

I'm looking for an Excel expert to handle a set of 10 company accounts from 2014 to 2024. Key Responsibilities: - Data Entry and Organization: The successful freelancer will be responsible for ensuring that all company ac...accurate forecasts based on the data provided. - Data Visualization and Reporting: You should be able to create professional and easy-to-understand visualizations, graphs, and reports. - Audit and Dashboard: The final deliverables should include an audit of the accounts and a dashboard that provides a clear overview of the financial health of each company. The accounts are currently in digital spreadsheet format, so familiarity with working in this format is essential. For your application, please provide examples of your past work with finance-related ...

I have a project that involves converting text from txt format into an Excel spreadsheet. Key Requirements: - I need someone who is meticulous and efficient at data entry. Your responsibilities: - Convert text from provided txt file into an Excel spreadsheet. - Ensure accuracy and maintain proper formatting. Ideal Skills: - Proficient in Excel. - Strong attention to detail. Sample is attached.

I am in urgent need of a detailed and organized research expert who can compile three images for 44 countries from Unsplash. I'm especially keen on: 1. Image Criteria: - The image must represent the country in some way. This can be n...landscapes, symbolic architecture, or anything else distinctively characteristic to the country. 2. Countries: - The specific list of countries will be shared with the freelancer through Google Drive. 3. Submission: - These images along with their Unsplash URLs should be collated neatly into a Google Sheet. This project requires someone detail-oriented with good researching and spreadsheet skills. Working knowledge of Unsplash and Google Sheets is highly beneficial. Please apply if you're up for the challenge and can deliver...

I am in need of an expert in Excel to assist with data entry and organization. The work involves entering both numerical and textual data into Excel, and then organizing it by category. In addition, I require the use of data validation functions to ensure the accuracy and integrity of the data. Key Responsibilities: - Inputting both numerical and textual data into an Excel spreadsheet - Organizing the data by category - Implementing data validation to maintain data quality Ideal Skills: - Proficiency in Excel - Experience with data entry and organization - Familiarity with data validation functions - Strong attention to detail This project is ideal for someone who is meticulous, organized, and has a good understanding of Excel functions.

I need a detail-oriented and focused individual who excels in manual data entry to convert data from my physical documents into a spreadsheet. Requirements include: - Transferring data from paper formats into a computer system - Strong typing speed and accuracy - Experience with MS Excel or similar spreadsheet software - Ability to maintain confidentiality when handling sensitive information. Accuracy is absolutely critical for this project, so keen attention to detail is a must. Previous experience with similar projects will be highly regarded.

I need a detail-oriented and focused individual who excels in manual data entry to convert data from my physical documents into a spreadsheet. Requirements include: - Transferring data from paper formats into a computer system - Strong typing speed and accuracy - Experience with MS Excel or similar spreadsheet software - Ability to maintain confidentiality when handling sensitive information. Accuracy is absolutely critical for this project, so keen attention to detail is a must. Previous experience with similar projects will be highly regarded.

I have a big PDF and website data that I need to consolidate into a single Excel spreadsheet for my project. The main goal is to have all the information in one place to ease the decision-making process. I'm looking for a freelancer who can help me with this project and provide ideas on how to make this work. Key Points: - The data is spread across a large PDF and a website, and I need it all extracted and combined into a single Excel spreadsheet. - I need product decision, finish, list price, cast Qty, Master Qty, weight, length, and similar details extracted from both sources. - The extracted data should be organized in the Excel spreadsheet with each data point in a separate column. Ideal Skills and Experience: - Proficiency in data extraction and consolidat...

Hi, I want to make the full legal text of the EU AI Act easily accessible online. I have a domain and webhosting running a fully set up Drupal. I'm having a hard time configuring Drupal. I need someone to create the site with menus etc and a couple of sub sites and make it easily maneuverable. I'll enter the content. A good example of a similar site would be www.gdpr-info.eu. It can look similar in terms of menu and layout.

I'm looking for a professional with advanced skills in data mining and excel to extract specific text information from a website into an excel spreadsheet. This job requires an understanding of website data scraping. The successful candidate should have: - Proven experience with Web Scraping. - Expert knowledge in Data mining and Excel. - The ability to handle large sets of information efficiently and effectively. - Accuracy and attention to detail. - Knowledge of and web scraping ethics. The task primarily involves text data mining, here are the specifics: - Extract exact information from a website. - The exact text data to be mined will be communicated to the successful candidate. This opportunity is ideal for someone with a knack for managing large amounts of informatio...

...can! **Data Collection** Data can be collected (legally) from anywhere. You may use data that you already have; or from sites that allow you to download the data, for example, [UCI Machine Learning Repository]() or [Kaggle Datasets](); or via web scraping; or via an API. We can restrict ourselves to data that would fit nicely into a spreadsheet. The content and amount of data are not the main consideration, as long as the data has: - at least 10 variables - three or more data types - two or more problems: missing data, inconsistencies, errors, categorical data that needs to be converted to numeric, entries like text that need to be converted into proper features, etc. - if the data does not have enough problems, you can substitute