Email manager excel data jobs

I'm urgently requiring a resourceful developer to create a tailor-made HR dashboard for our company. The developer should ideally have extensive experience in HR dashboard creati...prominently feature recruitment metrics and performance evaluations. Recruitment Metrics Include: - Time-to-hire - Cost-per-hire Performance Evaluations Indicators: - Retention rate The dashboard should present these metrics in a clear, accessible format, preferably utilizing visually-pleasing graphs and charts. To excel at this project, the developer should have significant experience working on similar projects, a keen eye for design, and a knack for turning complex data into easy-to-understand visuals. A truly comprehensive understanding of HR metrics and how to effectively display them...

I have an Excel sheet full of text data that I need typed up. The data is currently in a PDF file, so you'll have to extract it from there. Once the data is in the Excel sheet, it needs to be organized into tables. Key Requirements: - Data entry of text from a PDF into Excel - Organizing text data into tables in Excel Ideal Skills: - Proficiency in Excel - Fast and accurate typing - Attention to detail - Experience with data formatting in Excel Looking for someone who can complete this task in a timely and error-free manner.

I'm looking for a freelancer with expertise in data entry to assist with tasks in Excel. Tasks: - You'll be working to enter data into an Excel sheet. Nature of Data: - The data to be entered will be a mixture of numerical and textual. Size of Project: - You'll be handling an Excel sheet containing between 100-500 rows and columns. Required Skills: - Proficient in Microsoft Excel - Fast typing skills with a strong attention to detail. - Strong numerical and textual data entry skills.

Hi Ashish, this is for the tasks I emailed about.

I'm in search of a skilled and experienced social media manager to kickstart my new brand's online presence. The main platforms I'm targeting are Facebook, Instagram, Twitter, and TikTok. Key Responsibilities: - Develop and implement a comprehensive social media strategy to increase brand awareness, drive website traffic, and generate leads amongst the millennial audience. - Create engaging content, including posts, stories, and videos that will resonate with this demographic. - Monitor and respond to comments and messages in a timely and professional manner. - Utilize analytics tools to track the performance of our social media efforts and make data-driven decisions to optimize our strategy. Ideal Skills and Experience: - Proven track record in building succ...

I'm looking for an expert in Google Ad Manager who can help me improve my ad targeting for display ads. Key Requirements: - Improve my current ad targeting strategy and ensure the ads are reaching the right audience - Implement advanced targeting techniques in Google Ad Manager to increase the effectiveness of the ads - Provide insights and suggestions on how to optimize the ad targeting for better performance Ideal Skills and Experience: - In-depth knowledge and experience with Google Ad Manager - Proven track record of improving ad targeting for display ads - Strong understanding of audience segmentation and targeting strategies - Excellent analytical and problem-solving skills with the ability to interpret data and provide actionable recommendations ...

I'm in need of an expert who ...develop a risk assessment model for Cmbs SASB. The main goal of this project is to identify and analyze risks associated with my investments. Key Project Details: - The primary focus will be creating a risk model for Cmbs SASB. - I will provide third-party analytics data which you will need to integrate into the model. - The development and implementation of this model will be done using Excel. Ideal Candidate: - Prior experience in financial risk assessment, ideally involving Cmbs SASB. - Proficiency in Excel is a must, as this will be the main tool for developing the model. Please provide any relevant past work or experience that you think aligns well with this project. We can discuss further details and expectatio...

I'm searching for a detail-oriented freelancer with extensive experience working with Excel. - This task involves typing text data into an Excel spreadsheet. - The data entered will be a mixture of both structured and random entries. Thus, a keen eye for detail and the ability to maintain organization amidst complexity is key. - As a crucial aspect of this project, I require error checking to ensure the highest quality of work. The ideal candidate should have experience and knowledge in Excel data validation. - For successful completion of this project, accuracy and attention to detail are paramount. Candidates with previous background in similar tasks will be highly regarded.

I'm searching for a skilled social media manager who can effectively enhance our brand visibility and generate leads utilizing Facebook and Instagram. Key responsibilities will include targeting audiences ranging from 18 to 44 years old and establishing a solid presence on these platforms. Ideally, you should have: - Expertise in marketing over Facebook and Instagram - Proven experience in increasing brand awareness - A knack for lead generation - Understanding of social media trends within the 18-44 age demographic Focused strategies on these core goals should lead us to great success in our collaborative social media efforts. ** Fast Food, Takeaway & Convenience Store related, Monthly ongoing work, requires ROI

I require a meticulous individual who is adept at data entry into Excel, with precision and accuracy being top priorities. - The task involves entering various types of data, including numeric, text, and alphanumeric, ensuring it is correctly and appropriately categorized. - The Excel sheet will consist of two columns which will require careful management for data uniformity and consistency. - The entered data should be organized based on the input order, therefore, attention to chronological details is paramount. The successful bidder should have proficient data entry skills and a keen eye for detail for successful completion of this project. Prior experience in similar projects would be an advantage.

I am in need of a skilled social media expert /graphics designer / video editor, who can manage our brand's accounts on Facebook, Youtube and Instagram, creating and posting engaging informational content and interactive posts, along with captivating video shorts. The primary goal of our social media presence is to increase followers of our content and drive traffic to our website. - Skills and Experience - Proven experience in social media management. - Skills in creating informational and interactive content - Good ability to graphically design content - Able to edit/create engaging video shorts with captions, leveraging existing long content videos. - Good understanding of branding - Excellent creative, communication, and writing skills This will be an on-going ...

Pl...your quote will be considered for 1000 products images. All the images is for grocery shop 1) All products should be cropped individually from the brochure or image or website link, The same shall be shared to you as per the required data. Any visible imperfections need to be painstakingly cleared off. Each picture will have to be improved in terms of lighting and contrast to make it more visually appealing. 2) the Size of the image should be 900 X 700 (Sample attached for your reference) 3) No Duplicates images should be created even if the brochure /excel or images (provided twice by us)has got duplicates 4) If the images are not clear as per the 900 X 700... YOU shall consider the image from the website. we will share you the link for your understanding if you requir...

I'm looking for someone who can help me to send an email introducing my profile to 100,000 email addresses. Key Project Details: - **Purpose**: The emails are intended for a marketing campaign. - **Target Audience**: The email content should be geared towards the general public. - **Email Content**: I'm looking for a text-based email, so no need for graphic design or video embedding. Ideal Skills: - Proficiency in email marketing tools and best practices. - Ability to manage a large email list. - Excellent copywriting skills to ensure a compelling email. - Experience with email campaigns aimed at general audiences would be a plus. Feel free to share any relevant experience or ideas you have. Looking forward to hea...

I am searching for a proficient and attentive freelancer to assist with data entry tasks, specifically within Microsoft Excel. The role will require the successful candidate to be highly tech-savvy, with a strong background in Excel and an eye for detail. Key Responsibilities: - Handle diverse data entry tasks within Microsoft Excel - Ensure accuracy and consistency throughout the Excel spreadsheets - Offer quick turnaround times for tasks, while maintaining quality Ideal Skills: - Excellent knowledge and proficiency in Microsoft Excel - Previous experience in data entry roles - Strong attention to detail and accuracy - Ability to work quickly and efficiently under minimal supervision.

I'm looking for a talented graphic designer who can create a modern and eye-catching email header graphic to promote a newly released referral system in our mobile app. I need the design to be in line with my existing branding. The overall design should have a modern and sleek feel that will appeal to my target audience. Ideal Skills and Experience: - Proven experience in graphic design, especially for email marketing - A strong portfolio demonstrating modern design skills - Ability to work with existing branding guidelines - Understanding of email marketing best practices Here are some links to our older designs: https://drive

I'm in search of a proficient Sales development professional with a proven track record in Cold emailing and outbound campaigns. We are a remote bookkeeping firm targeting small business owners and CPA firms in the US We're looking for a superstar for Business Development and Linkedin outreach. You must be based in US. The job will consist of: - Reaching out to people on Linkedin/ conferences/ business meetups - Attempting to arrange meetings for the team - Attaching and responding with brochures when leads request more details - Book a time on our calendar for confirmed leads Please let us know why you are right for this position. Key requirements: - Experience in cold emailing and LinkedIn based lead generation. - Proficient in creating and managing outbound campaigns. - ...

I ...businesses and government organisations, not individual consumers. To accomplish this, we'll be using email marketing and telemarketing as our primary channel, so you should have a strong background in this area. Additionally, I'm looking for someone who: - Has a successful track record in B2B lead generation - Has a deep understanding of email marketing and telemarketing for best practices for businesses - Is able to implement creative strategies to boost customer engagement and response rates - Can provide reports and insights into the campaign's performance This is an exciting opportunity to drive meaningful, measurable results in our marketing efforts. If you're passionate about email and telemarketing marketing and can produce real lea...

I am seeking a highly meticulous and efficient Data Collection Specialist to gather basic contact information for 25 agencies specializing in scripting video sales letters (VSLs). The task involves sourcing and validating agency names, email addresses, and website links, then recording these details into a spreadsheet. Responsibilities: -Conduct basic research to locate contact information for 25 specified agencies. -Validate that email addresses are current and active. -Accurately enter all data into a provided spreadsheet format. Requirements: -Experience in data collection and validation. -Proficiency in basic research and use of spreadsheets (e.g., Google Sheets or Microsoft Excel). -Ability to deliver accurate results within a set timefram...

I need an Excel 365 PowerQuery or VBA script that can fetch daily market data and handle potential data source interruptions or changes. Google Shhets example =INDEX(IMPORTXML("" & C31, "//span[@class='mod-ui-data-list__value']"), 1, 1). <Where C31 = Cell containing the Stock eg GB00B8XYYQ86, LU1033663649 or GB00B0CNH163 I need an identical function in MS365 Excel - either with PowerQuery OR VBA (preferable) Ideal skills: - Proficiency in Excel 365 and PowerQuery and VBA - Experience in web scraping and handling dynamic data sources. I am after a fixed quote for this project.

** Please do not apply. If you don’t meet the must have criteria at the beginning of this job description post. We are looking for a motivated and successful grant writer located within Canada! The grant writer will be responsible for locating, researching, and applying for potential funding opportuni...opportunities; * Comprehensive knowledge of research, and the ability to distinguish and identify Ontario/Canadian Grant opportunities • Ability to work effectively under pressure; • Excellent writing and verbal skills; • Be highly organized with the ability to implement systems and follow-up processes; • Proficiency in research, interpreting, and analyzing diverse data; • Excellent Computer skills (Microsoft Office Word, Access, PowerPoint and Exce...

...able to create a custom CRM system in Excel for my business. Key requirements: - Sales Tracking: I need a system that allows me to monitor sales performance and forecast future sales. - Task Management: The CRM should have a task management feature to help me organize and prioritize my daily activities. Additional details: - The system will be used by a small team of 1-10 users, so it needs to be user-friendly and easy to navigate. - No integration with other software or platforms is needed at this time, so the focus will be solely on creating a robust, efficient Excel-based CRM. Ideal skills and experience for this job would include: - Proficiency in Excel, with a clear understanding of how to create complex formulas and visual representations of data. - ...

I need some minor changes made to a HTML template. The email template needs to be optimized for various email clients, including Gmail, Outlook, and Apple Mail. I need the new layout to be inspired by specific designs I will provide.

I'm seeking an experienced Google Ads manager who can help focus on lead generation for our Academy's programs, courses both on line & in person primarily targeting young adults aged 18 to 25 for our Diploma programs as well as younger students 8 - 17 for part time teen & children programs. The Academy is a private Career College training in the field of film & television. Key Tasks: - Develop a targeted Google Ads campaign aimed specifically at young adults aged 18 to 25. - While creating ads, the main goal is to generate leads who will potentially enroll in our in person & online courses. - Advise on budget, ad copy, and design to ensure maximum engagement and lead conversion. Skills and Experience: - Proven experience in running targeted ...

...experienced in web scraping and data collation. The project will involve scraping blog articles in HTML format and compiling desired information into an Excel file. Key Project Requirements: * The extraction will be from specified URLs, using their individual patterns for efficient and accurate scraping. * For each blog article, I need the title, the full text, and the publish date extracted. * This scraped data must be properly arranged in an Excel file for easy analysis. * List of articles is here: Ideal Candidate Expertise: * Proven experience in web scraping is a must, preferably with full understanding of HTML structures. * Proficiency in Excel and data organization. * Attention to detail to ensure accuracy of the scraped data. *...

...techniques using Rank Math SEO (Paid) to optimize product descriptions, schema markup, and on-page content for improved search engine visibility. • Utilize Linkwhisper (Paid) to strategically optimize internal linking structure and enhance topical authority for blog posts, ensuring content is displayed in a topical authority format on the blog page. • Monitor and analyze SEO performance metrics, making data-driven decisions to improve organic search rankings and traffic. 2. Plugin Management: • Audit existing plugins to identify redundant or outdated plugins that can be removed to streamline site performance and security. • Update and maintain necessary plugins, including 301 Redirect Pro and WP Rocket, to ensure compatibility and optimal functionality without...

I have a draft of my CV that needs improvement in the areas of professional experience descriptions and educational background. I need your expertise to polish these sections to help me secure the Operations Manager role I'm applying for. Key Requirements: - The professional experience descriptions should be refined, highlighting my achievements and responsibilities in a clear, concise, and impactful manner. - The educational background section needs to be structured to effectively showcase my academic achievements and qualifications. The ideal candidate for this project should have: - Extensive experience in writing and refining CVs, particularly for managerial positions. - Proven ability to improve the clarity, coherence, and professionalism of professional experience and ...

...Analyst – VBA, Advance Excel. Job Role: Senior Business Analyst Job Location: Remote Experience: 4 + Years as Business Analyst – VBA , Advance Excel 3+ years of experience is required in creating dashboards in Manufacturing, Banking, Retail Industry. Working Hour: 3 hour per day (per day) Salary: 150 – 200 INR Per Hour Job Responsibilities : • Understanding Company requirements. • Understanding, consolidating and analyzing data from spreadsheets. • Creating dashboards, reports and charts in Analytics tools. • Working on financial and other types of modeling projects. • Having knowledge Dashboard Creation, Mainframe automation through VBA. • Good Technical knowledge of VBAs, Macro, MS Office skills to drive automati...

I'm in immediate need of a cloud-based stock management software with barcode generation, scanning, stock quantity tracking, and weight meas...for every product in my stock - Track the quantity of each item I have in stock - Measure the weight of my stock in grams I prefer a cloud-based solution that can be accessed and updated from any internet-connected device. The software should have an easy to use interface and be able to: - Enable manual entry of stock data - Support updating stock information by scanning barcodes - Automatically update stock data from my sales records The software could be developed in Excel, as long as it's accessible online. As a freelancer, you should have experience in developing similar solutions and a deep understanding of sto...

I need a fully bilingual professional (I will interview in English) to do some tasks for my agency such as: PR Outreach Content editing or creating CRM management Email marketing Email scraping Researching Organizing data in spreadsheets Copywriting Wordpress And others You must be a fast learner, attentive, curious, with great writing skills. Looking for someone that pays attention and doesn’t keep making the same mistakes. This job will start part-time as a test period, after that it will be full-time. Payment for part-time during trial period: Fee: 250 USD Performance bonus: 50 USD Results bonus: 50 USD If your work complies with my quality requirements and you give more than asked, you’ll get performance and results bonuses each month. Aft...

More details: What is the desired color scheme for the HTML emails? Vibrant colors What type of data is being displayed in the emails? Graphs and charts How sophisticated should the timeline image design be? Moderate complexity with some unique elements

I need an Excel sheet created with the primary purpose of data analysis. This sheet should have the following features: - Data Sorting and Filtering: This is crucial for making the analysis process efficient and easy to navigate. I need the sheet to be able to handle large amounts of data and allow for quick and convenient sorting and filtering. - Data Visualization: In addition to the data analysis, I also require the sheet to include line graphs. I believe that visualizing the data will make it much easier to understand and interpret. The ideal freelancer for this project is someone with a strong background in Excel and experience in creating data analysis tools. It is important that the final product is user-friendly and ...

I'm in need of a freelancer to assist with data cleaning from PDF documents. The task involves organizing the data into an Excel spreadsheet. Ideal skills for this role include: - Proficiency in data cleaning techniques - Strong attention to detail - Proficient in Excel for organizing data - Previous experience in similar data entry tasks

I want to scrape daily leads from LinkedIn Jobs, Indeed Jobs, , etc. The task involves extracting data from these job sites and exporting it to Excel sheets. It would be preferable to have some kind of automation that reduces human dependency in obtaining leads every day. If someone has already set up a similar process before, I would prefer that. Preference will be given to those who have previously performed lead extraction tasks for recruitment websites.

I need a proficient Google Ads manager to handle my campaigns. I'm looking for someone who can update, create, and manage my Google Ads campaigns on a weekly basis. The main goal of these campaigns is to boost my product sales. You should be well-versed in the following types of Google Ads campaigns: - Search campaigns - Shopping campaigns I need someone with the following skills and experience: - Proven track record of managing successful Google Ads campaigns - Strong analytical and problem-solving skills - Excellent understanding of Google Ads and SEO - Ability to create compelling ad copies - Experience in boosting product sales through Google Ads is a plus. If you think you're the right person for this job, I'd love to hear from you.

We are looking for someone to manage our ads on Facebook, Instagram, and Twitter for the goal of converting sales. We use Adroll for our restargeting that you will need to manage, along with retargeting through social media. We have a product to market, and also three features of our product that we want to specifically market and target with specific ads. We have a list of customers that can be used for like audiences. Finally, we have some events that we want to target with Geo fencing - about two events per month We have creative done for several ad sizes, but no video yet. We have a graphics person on staff to provide additional jpg ads as you request, and are willing to pay for video ads. We also will provide headline and description ideas, but you will also have to use some of ...

I require a skilled Excel VBA developer to create a dynamic system in Excel. The process should work as follows: - The system will generate a new CSV file when I hit a specific button. - The new CSV file should contain 'item data'. The item data will include: - Item name - Item description - Item price The CSV file should be structured in a simple, easy-to-read format, with each item's data on a separate row. I need this system to be easily maintainable in the future, so please ensure that the code is well-commented and organised. Ideal Skills and Experience: - Proficient in Excel VBA - Experience in dynamically creating CSV files - Attention to detail for correct data formatting - Ability to create user-friendly i...

I'm in need of a professional with extensive experience in Facebook and Instagram Ads to help increase traffic on my telegram channel. Key Responsibilities: - Generating and running ad campaigns targeting specific age groups and locations - Monitoring ad performance and making necessary adjustments to optimize results Ideal Candidate: - Highly skilled in Facebook & Instagram Ads Manager - Proficient in audience segmentation based on age and location - Proven track record in driving telegram channel traffic through Facebook & instagram ads Looking forward to connecting with prospective candidates who can deliver effective results.

...experienced email marketing professional to join our growing real estate company. The ideal candidate will have a proven track record of executing successful email campaigns with extremely low bounce rates and high open/click-through rates. Key Responsibilities: - Develop and execute targeted email marketing campaigns to our real estate client base - Leverage email marketing software to track key metrics like open rates, click-throughs, and conversions - Ensure email content is optimized to avoid spam filters and land directly in client inboxes - Analyze campaign performance data and provide recommendations for improvement - Stay up-to-date on email marketing best practices and implement new strategies as needed Required Qualifications:...

Project Overview: I am seeking assistance in integrating image links into two Excel sheets containing a total of 620 and 46 product entries for my Shopify store. Each entry includes links to the official websites where the products are sold. The task involves creating a new column labeled Images in both Excel sheets and inserting corresponding image links. This integration is crucial for ensuring that when uploading a CSV file to Shopify, each product will display its respective images seamlessly. Project Details: Scope: Adding image links to Excel sheets for 666 products in total. Task: Create a new column labeled Images in each Excel sheet and insert corresponding image links for each product. Requirements: Image links should open the respective product images...

I'm in the real estate business and I'm looking for a skilled and experienced social media manager to handle client Facebook and Instagram accounts. The following requirements are crucial for this role: - **Advertising on Facebook & Instagram:** You should be proficient in creating and managing advertising campaigns on both platforms. Experience with real estate advertising is a significant plus. - **Content Creation and Posting:** Your primary focus will be to create engaging content for our audience. This will include posting property listings on a daily basis, as well as keeping the page updated with relevant and interesting posts for our followers. - **Video Editing:** As part of the content creation, you should be able to edit videos that could be used for proper...

Complete Excel Analytical and Descriptive Analysis on provided dataset by Friday 4 pm

...in need of a professional who can analyze comprehensive survey data and present the results in a detailed, report that relates to each hypothesis for my thesis research. The analysis is expected to be done using Excel analyses then further descriptive analysis is needed, focusing on summarising the main characteristics of the data and how they prove/disprove each hypothesis. This will involve exploring the responses to the survey questions, identifying patterns, trends, and constructing summary statistics. The key deliverable for this project will be as follows: an Excel spreadsheet with... - raw data in one tab (provided for you in the attached excel document) - cleaned data a separate tab (provided for you attached excel docu...

We're a global market research and mystery shopper company. We undertake worldwide mystery shopping visits and audits across the globe. This task is an audit of an examination center which will require you to check if the security standard...you will be representing the company during the audit. As an auditor, you will arrive at the test center an hour before the start of the exam, present your ID, show a letter of authorisation, which we will provide for you beforehand, and explain what you're about to do. You will then sit with the TCA or the manager and ask a series of questions, and ask to see various things. The audit itself is very simple and easy, as we give you the form and you only have to ask the TCA/manager all the questions exactly as they are writt...

We're a global market research and mystery shopper company. We undertake worldwide mystery shopping visits and audits across the globe. This task is an audit of an examination center which will require you to check if the security standard...you will be representing the company during the audit. As an auditor, you will arrive at the test center an hour before the start of the exam, present your ID, show a letter of authorisation, which we will provide for you beforehand, and explain what you're about to do. You will then sit with the TCA or the manager and ask a series of questions, and ask to see various things. The audit itself is very simple and easy, as we give you the form and you only have to ask the TCA/manager all the questions exactly as they are writt...

We're a global market research and mystery shopper company. We undertake worldwide mystery shopping visits and audits across the globe. This task is an audit of an examination center which will require you to check if the security standard...you will be representing the company during the audit. As an auditor, you will arrive at the test center an hour before the start of the exam, present your ID, show a letter of authorisation, which we will provide for you beforehand, and explain what you're about to do. You will then sit with the TCA or the manager and ask a series of questions, and ask to see various things. The audit itself is very simple and easy, as we give you the form and you only have to ask the TCA/manager all the questions exactly as they are writt...

We're a global market research and mystery shopper company. We undertake worldwide mystery shopping visits and audits across the globe. This task is an audit of an examination center which will require you to check if the security standard...you will be representing the company during the audit. As an auditor, you will arrive at the test center an hour before the start of the exam, present your ID, show a letter of authorisation, which we will provide for you beforehand, and explain what you're about to do. You will then sit with the TCA or the manager and ask a series of questions, and ask to see various things. The audit itself is very simple and easy, as we give you the form and you only have to ask the TCA/manager all the questions exactly as they are writt...

We're a global market research and mystery shopper company. We undertake worldwide mystery shopping visits and audits across the globe. This task is an audit of an examination center which will require you to check if the security standard...you will be representing the company during the audit. As an auditor, you will arrive at the test center an hour before the start of the exam, present your ID, show a letter of authorisation, which we will provide for you beforehand, and explain what you're about to do. You will then sit with the TCA or the manager and ask a series of questions, and ask to see various things. The audit itself is very simple and easy, as we give you the form and you only have to ask the TCA/manager all the questions exactly as they are writt...

I'm on the lookout for an experienced project manager, who now seeks to apply their skills, knowledge and expertise in a new and challenging role. Key Requirements: • Proficient in Agile, Waterfall, and Hybrid project management styles, or any combination of these. While the preference isn't explicitly specified, your capability to handle these methodologies would certainly accelerate our project's success. • Please place a significant emphasis on your experience in project management roles. Detail the complexities you've encountered and how you overcame these challenges. Given the absence of industry preference, a seasoned professional with a broad experience across myriad sectors will be highly regarded. Are you this project management star tha...

I need an experienced freelancer to assist me in typing data from handwritten notes into an Excel sheet. Key Requirements: - Previous Experience: Please include details of your previous work in this area - Handwriting Deciphering: Due to the nature of the data being handwritten, you'll need to have good skills in deciphering handwriting - Accuracy: It's crucial that the information is entered into the Excel sheet with the highest level of accuracy Looking forward to your application.

I have a number of scanned documents that contain financial figures. I need someone to accurately type these into an Excel sheet for further analysis. Key Requirements: - Experience with data typing and analysis in Excel, particularly financial data. - Attention to detail is paramount; precision in typing is crucial for the accuracy of the analysis. - Proficiency in English is a must, as the data will be in English and will need to be accurately transcribed. The ideal candidate should have prior experience in financial data entry and analysis, and comfortable working with scanned documents. Your work will be the foundation for subsequent data analysis, so precision and attention to detail is key.