Macro unlock spreadsheetdela
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One excel file with macro as per the customer requirement
...edit yourself or use help of , we will provide access. 5. Responding to user engagement The objective is to grow the social channels, increase engagement and drive more traffic to our website. Crafting engaging and relevant content tailored to each platform is super important. Automating tasks would be a big advantage although not necessary. You will need to keep track of posts in a spreadsheet that will include: time of post, length of content (text/video), number of views, likes, comments, shares after 1 day. We are open for more ideas! If you BREATH social media, this job is for you! You will be paid weekly milestones. In your proposal please include a weekly price for your work. Thanks and good luck!...
I work for a security company. We needed a spreadsheet to track security units and track what they're doing. I have the code almost perfect, but it's buggy enough that it's hard to use. There's quite a bit of backend code and intermittent problems with it. I need someone who is great at project code to look at it, troubleshoot it and make it more user friendly.
...one-time task involves analyzing various metrics, such as conversion rates, visitor traffic, and other relevant data to forecast the profitability and feasibility of the project. Responsibilities: - Create a financial model based on the specific requirements of the vending project - Analyze conversion rates, visitor traffic, and other key metrics to predict profit margins - Utilize advanced spreadsheet techniques to organize and present data effectively - Provide recommendations and insights based on the financial analysis Requirements: - Proven experience with financial modeling, preferably in the vending industry - Proficiency in Excel, Google Sheets, or other financial modeling software - Strong analytical and problem-solving skills - Ability to work independently and meet d...
I need a financial expert to help me with a range of tasks on ...budgeting, and tax preparation. - Specific tasks include: - Creating a detailed breakdown of financial plans and budgets - Ensuring high accuracy in financial planning and budgeting I expect the ideal candidate to be comfortable working with Excel/Spreadsheet, as this is the tool we'll be using to integrate the financial plan and budget. Ideal Skills: - Proficiency in financial planning, budgeting and tax preparation - Proven experience in creating detailed financial breakdowns - Advanced understanding and experience with Excel/Spreadsheet - Excellent analytical and problem-solving skills This project requires someone who pays extreme attention to detail, is comfortable with numbers, and can adher...
I am seeking an experienced programmer to automate the transfer of TikTok users' video data into a Google Spreadsheet immediately upon posting a new video. Key Focus Areas: - Integration: The automation has to be seamless, with video data transferred automatically into the spreadsheet after a new video is posted by the user. - Data Extraction: The data to be fetched includes: Username, Likes, Views, Date Posted, Total videos to date and whether the weekly goal has been met. - Visualization: Data should be visually represented with Bar Graphs. Ideal Candidate: - Should have experience with automation software. - Should have proficiency in coding, preferably with a background in data extraction. - Should have good understanding of TikTok's API. - Should have experi...
...understanding of software licensing models and agreements. • Experience with software audit tools and technologies. • Excellent analytical and problem-solving skills. • Detail-oriented with a strong ability to interpret data and documentation. • Effective communication skills, both written and verbal. • Ability to work independently and collaborate with cross-functional teams. • Proficiency in using spreadsheet software (e.g., Microsoft Excel) for data analysis. Preferred Qualifications: • Certified Software Asset Manager (CSAM) or similar certification. • Familiarity with IT asset management (ITAM) principles and practices. • Experience with conducting audits in enterprise environments. • Knowledge of software compliance framew...
Scrape license data from the FL DBPR website and deliver into an excel spreadsheet. Two counties: Osceola and Polk. Two license types: Vacation Rental - Dwelling and Vacation Rental - Condo. In the attached spreadsheet the required fields to identify the license type and county are shown in screenshots and the second tab as an example. The extracted data is then to put into tabs for each county and license type. Multiple rental locations for a primary name should have multiple entries (rows) with the license details repeated and only the rental location being different each row. There maybe some dynamic features in the website that complicates data extraction. Website:
I am urgently seeking a proficient macro developer to create a small, efficient macro capable of identifying and removing rows based on specific phrases present in multiple columns. Key Project Requirements: - The developed macro must target multiple columns in the sheet. - Deleted row criteria: rows with specific text present. - Must complete as soon as possible. Ideal Freelancer Skills and Experience: - Experience in macro development, particularly macros for Excel or similar programs. - Strong attention to detail and a proven ability to interpret and implement specific criteria. - An ability to work quickly and efficiently to deliver the project as soon as possible. Feel free to ask any questions that will assist you in accurately pricing your bid. I a...
As your client, I'm looking for an Excel VBA expert who can make my daily processes more efficient by creating an automated reporting solution for me. Key Tasks: - Design and implementation of a VBA macro in Excel to automate the generation of cost summary reports. - The automated reports should be populated by data from four different worksheets, namely Worksheet 1, Worksheet 2, Worksheet 3, and Worksheet 4. Ideal Skills and Experience: - Excel VBA Programming - Experience with automated reporting - Understanding of data manipulation in Excel. -Possible migration of Cost Summary data to Word contract. In your proposal, please share samples of previous automated reporting projects done with Excel VBA. Commitment to delivering high quality and defect-free output is imperat...
...will need to be deduped using a specific criteria to ensure that all unique information is kept for each account. The list is currently in Excel/CSV file format. Each contact record encapsulates around 10 key fields: Customer type and association, Store Name, Contact Name, Email, Phone, Mobile, Email, Address, Job Title and notes. Ideal Skills and Experience: - Proficiency in Excel and other spreadsheet tools - Experience with data cleansing and deduplication - Attention to detail and accuracy - Experience with handling sensitive data securely Tasks Involved: - Merging duplicate contacts (based on a specific criteria which I will provide - manual deduplication may be required) - Removing duplicate records while retaining only unique entries - Ensuring no loss of data during th...
...software/SaaS providers and B2B segments listed above. Brand Identity: • Professional: Aitify Solutions is a data-driven company offering cutting-edge AI technology. The logo should convey professionalism, trust, and expertise. • Innovative: The company is at the forefront of AI solutions. The logo should hint at innovation and a forward-thinking approach. • Solution-Oriented: Aitify helps businesses unlock valuable insights from their data. The logo should subtly communicate problem-solving and data analysis capabilities. Design Preferences: • Style: Modern and minimalist, yet approachable, suitable for a technology-focused company. The design should be clean and not overly complex, ensuring it is easily recognizable and scalable for various uses. &bu...
I am looking for a freelancer with expertise in PowerBi and Excel. The task will revolve around creating a one-time report/dashboard on PowerBi sourced from a single Excel spreadsheet. The ideal candidate should have: - Previous experience with PowerBi and Excel - Proven track record of data analysis - Attention to detail Please note that the Excel file won't be changing over time, so there is no requirement for the PowerBi report/dashboard to be updated. Content Description: I have statistics from every UFC fight and want basic visualizations made (I have a rubric)
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.
...editing skills - A knack for structuring information effectively - The ability to create engaging and clear content however, no Chatgpt , no google Bard/Gemini, or any other AI tool. Cybersecurity CIA Analysis (2019-Present) Need in-depth analysis of CIA triad in recent research? 5 IEEE papers (2019-present) Comparative table with key insights ⚡ Fast, expert research & delivery Order now & unlock cybersecurity knowledge! Tags: cybersecurity, research, CIA, IEEE, analysis, comparison - Identifying potential vulnerabilities in multiple IoT in smart city systems - Analyzing existing cybersecurity measures - Proposing enhanced security solutions The ideal candidate will understand Security Challenges and Privacy Concerns while using IoT in smart cities, their potenti...
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?
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.
The purpose of this project is to create a detailed, technical drawing using SolidWorks 2022. The emphasis of the project is documentation of plastic parts, both on a macro and micro-level. Key Requirements: - Able to generate technical drawings that include overall dimensions, shapes, specific features, and tolerances of plastic parts. - SolidWorks 2022 ONLY!! - Extensive experience and understanding in documentation of manufacturing processes and components - Expertise in rendering intricate details of plastic parts - Must be able to abide by all requirements for precision-driven, technical documentation - Detailed and clear communication The ideal candidate will have a background in mechanical engineering or a related field, as well as experience in creating detailed, techni...
I need a seasoned VBA and Macro expert to assist me with the creation of an interactive dashboard for a small project. The main tasks include: - Development of VBA code to automate repetitive tasks. - Creation of custom functions to enhance the dashboard's functionality. - Ensuring the dashboard can generate reports effectively. I'm specifically looking for someone with: - Proficiency in VBA and Macro. - Previous experience in creating interactive dashboards. - Ability to generate reports through coding. - Good communication skills and attention to detail. If you're confident in your VBA skills and have a good eye for visualizing data, I'd love to discuss this project with you.
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 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.
We have an excel with macro script which converts a PDF (FFE 1a, 2a, 3a) to EXCEL (FFE) that allows us to be able to read all information we need. Unfortunately it is not working due to some changes in PDF (FFE 1b, 2b, 3b) as an extra page in the front has been added, so we are looking to hire someone that can fix this issue, so that excel can ignore this extra page.
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'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...
...normally, it runs the command: am switch-user 10 ; pm install -r -g /storage/emulated/10/unlock.apk. The code for this app to execute that command is 19971997. These also are embedded somewhere in this app. I need the location of the following 4 variables that are somewhere in this app so that i can edit them: tid - E200680D00004006D693381E serialnum - 1fbc4d46 multiuser switch code - 19971997 Unlock location: /storage/emulated/10/Settings/ I want the commands to check against these values to remain so that by editing these values to the tid and serial numbers of the specific device it will check against those numbers and operate if correct and lock out if not. I will also be able to change the switch code to be user specific, along with the location of the if it is
I am looking for a graphic designer to create a bold and colorful YouTube thumbnail for a podcast. The thumbnail should include a catchy phrase related to the main theme of the podcast, which is real estate and business. Skills and experience required for this project: Graphic design expertise, with a strong understanding of color theo...facebook for a picture of them: Here is a URL to the guest, facebook for a picture of them: Here is a URL to the google drive with some of the raw video/audio files for context or ideas OR to get portraits of the hosts or guests: Maybe add the text to the thumbnail: Unlock Your Vital Resources First good entry we will award
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 looking for a skilled professional to help create a webinar script and presentation, focusing on parenting for 0-2 year old baby parents. The webinar should emphasize 'Activities to Unlock their potential'. Ideal candidates should have experience in: - Scriptwriting for webinars - Designing engaging presentations - Knowledge of parenting, child development - Ability to make complex ideas accessible
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 seeking a skilled professional to create a web application which automates the extraction of simple tables from word documents and the transfer of this data into a macro-enabled Excel sheet. Key Requirements: - Extraction of simple tables from Word documents - Transferring the extracted table data directly to a macro-enabled Excel sheet - Ensuring the data transfer is accurate and error-free Ideal Skills & Experience: - Proficiency in Web App Development - Strong experience in data extraction and manipulation - Proficiency in working with Word and Excel documents - Familiarity with macro-enabled Excel sheets - Attention to detail to ensure data accuracy and error-free transfer The final product should be a user-friendly, efficient, and reliable web app...
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.