I'm in need of a meticulous professional skilled in data entry, particularly with numerical data, to populate an Excel spreadsheet for me. Key Tasks: - Processing a variety of numeric data - Entering this data accurately into an Excel spreadsheet - Categorizing and sorting this data by date Ideal Skills: - Excellent attention to detail - Ability to work with numerical data effectively - Proficiency in Excel - Data organization abilities - Ability to categorize and sort data in assigned order
I require a Python script to scrape company data specifically the name and contact details from opencorporates.com. This project will require skills in web scraping and data extraction using Python. For this task, you would need to have: - Proficiency in Python and experience with common web scraping libraries. - Knowledge of data extraction methods and techniques. - Experience in parsing web pages to extract specific information. The deliverable will be a Python script that: - Extracts all company's details available - Output the data in a structured format (csv & sqlite3 db) This project is not big and our max budget is $27 for the script. IF YOU CANNOT MAKE IT FOR THIS BUDGET DO NOT APPLY!
...Civil3D, to develop automated routines for data extraction and manipulation. Key responsibilities: - Successfully develop and implement automated routines using LISP for Civil3D - Specific task process a. Import CAD layout on top of surface in Civil3D manually, or import XY point file if it makes easier. b. Extract elevation data from the surface of the XY coordinates. c. Numbering each object on top of the layout d. Output file with .CSV format Ideal candidate will have: - Vast experience and knowledge in LISP programming - Specific proficiency with Civil3D software - Proven track record in creating automated routines for data extraction and manipulation - Deep understanding of geo-location data han...
...script with advanced image manipulation capabilities. Key requirements include: - Cropping images: This is a major part of the job, the script should be able to effectively crop images in rectangular dimensions. - Image manipulation: Other than cropping, the script should also encompass other image manipulation processes, specifically, the ability to split and rotate images. The ideal freelancer for this project would have a strong hand in Python, along with a deep understanding of image processing. Experience in building scripts for image manipulation tasks is a significant plus. This project is not only about writing a script, but also about interpreting and understanding the nuances of image handling. If you have a knack for Python programming and im...
I am seeking a part-time administrative assistant with strong skills in Microsoft Excel. The main task will be data entry, so accuracy and attention to detail are crucial. Experience with handling large databases is a major plus. Skills and Experience: - Proficient in Microsoft Excel - Prior experience in data entry - Good attention to detail - Ability to work independently and efficiently - Understanding of database management is an advantage This is a remote position, so good self-management and reliable internet connection are also essential. Please include any relevant administrative and data entry experience in your bid.
I am looking for an expert who can customize Excel sheet navigation to meet my specific needs. The successful candidate should be able to create an Excel sheet that: - Moves to the right when I press 'Enter' for the first time - Moves to the left and then down when I press 'Enter' again - Allows this unique navigation pattern to loop without the need for any additional keyboard inputs Skills & Experience Required: - Proficiency in Excel functionalities - Experience in VBA coding for Excel - Good attention to detail - Ability to complete tasks quickly and efficiently
My project requires implementing a conversion from specific sheets in an XLS file to XML. I would appreciate a freelancer who can: - Focus on converting only select sheets from the XLS file - Use the XML schema already provided - Handle complex data structures present in the XLS file The ideal freelancer should be comfortable with both XLS and XML file formats, and have previous experience with complex data structures. Adequate knowledge in pivot tables and nested tables within an Excel environment will be beneficial.
We are looking for developers or a company to take on the relaunch, development and maintenance of our music tracking system. An existing codebase written in Node.js & Python with a MongoDB back end...needs to be re-launched. The expectation is the successful organisation will, with existing documentation and the full original code, be able to recreate our services which a previous development company built, but has been unable to continue maintaining. Understanding of AWS infrastructure, Node.js, Python, MongoDB and the execution of DLLs are all required. Any knowledge of C++ and audio manipulation (FFMPEG) is also advantageous. If a company is successful in getting the platform up and running we would expect to extend the relationship to improve and maintain the platform ...
As a firm highly invested in our online security, we're seeking a skilled cyber security professional to undertake a one-off project centered around the analysis of our firewall logs. Primary tasks will include: - Detailed analysis of our firewall logs - Identifica...logs. Primary tasks will include: - Detailed analysis of our firewall logs - Identification of potential threats within these logs - Generation of comprehensive reports on any security incidents discovered We require these reports to be delivered, conveniently and in an easily navigable format, via Excel spreadsheets. Ideal candidates will possess experience in cyber security, specifically with a focus on firewall log interpretation and threat detection, alongside robust knowledge of Excel for repor...
We're seeking a freelance social media specialist who is passionate about Twitter and well-versed in web3 technology. This role requires a strong commitment with a minimum availability of 8-10 hours daily. Proficiency in Microsoft Excel is essential. Requirements: - Avid user of Twitter - Knowledgeable about web3 technology - Reliable WiFi connectivity - Ability to commit to 8-10 hours daily - Proficient in Microsoft Excel
We're seeking a freelance social media specialist who is passionate about Twitter and well-versed in web3 technology. This role requires a strong commitment with a minimum availability of 8-10 hours daily. Proficiency in Microsoft Excel is essential. Requirements: - Avid user of Twitter - Knowledgeable about web3 technology - Reliable WiFi connectivity - Ability to commit to 8-10 hours daily - Proficient in Microsoft Excel
I need someone with attention to detail to manually input data from 100-500 business cards into an Excel sheet or CRM system. - The information to capture includes Full Name and Title, Contact Information, and Company Details from each business card. - Proficiency in Excel or CRM data entry and a knack for accuracy are crucial.
I am on the lookout for someone with proficient skills in Excel and data entry to transform text data into an Excel sheet. The project requires: - Typing up to 1000 entries of text data in Excel. - Maintaining accurate data by ensuring consistency with pre-existing data in the Excel sheet. Detailed concentration, speed and excellent attention to detail will be vital for this job. Experience in data entry and familiarity with Excel formatting are key skills for this project. Accuracy is of utmost importance to ensure the seamless flow of data in the sheet.
As part of an effort to create UI PATH scripts for automation using SAP and EXCEL integration, we need to create a DEV/QA ENVIRONMENT, it is only one environment named DEV/QA, and install software to have an environment for the creation of UI PATH's bots: 1.) Create and configure a Virtual Server 2.) Install the UI PATH suite 3.) Prepare and validate that all connections to SAP/QA are already in place. SAP/QA environment already exists. 4.) Create the folder structure and copy data and documents needed for BOTS such as EXCEL files 5.) Validate the access to other apps such as Mail Server and a web application named: CIM DATABASE 6.) Validate all the components are in place and available for UI PATH bots creation 7.) Prepare technical documentation about ...
I'm in need of a developer to create a unique dashboard that will enable me to send a single attachment in the form of a CV to thousands of recruiters, using email addresses that I will upload via an Excel sheet. The platform needs to incorporate the following features: * Ability to send a singular attachment to multiple recipients: the design should allow me to send only one attachment to all recruiters. * Non-customizable email content: I require the same message to be sent to all recruiters, hence the platform does not require any custom message design. Prediction and project completion should be as soon as possible due to the urgency of my requirements. Ideal skills for the job include proficiency in bulk emailing systems, platform development, and fluency in common p...
...focused on cost reduction using provided data points. - Data for building and training the model will include real-time inventory levels and supplier performance data. Ideal Skills: - Strong background in AI and machine learning - Proven experience in supply chain optimization - Ability to analyze both real-time and historical data The inventory levels update and supplier performance data are received monthly, hence the model needs to accommodate this cycle. Your contribution to this project will play a crucial role in increasing efficiency and driving down costs, therefore I look for someone with a high degree of responsibility and commitment. You need to build the model, take input files, run it and share an output. Please share below items: O...
I'm looking for someone to write a script that will return data to an Excel file. I will provide a CSV file. I would like to return the highest value for the specified time frame for the whole dataset, according to the criteria. Criteria: Time_frame: 17:05 to 18:00 Open_range: 17:05 to 17:05 Open_range_high = highest value in "High" Open_range_low = lowest value in "Low" Long_entry = High > Open_range_high Stop_loss_long = Open_range_low Stop_loss_be_long = Open_range_high Short_entry = Low < Open_range_low Stop_loss_short = Open_range_high Stop_loss_be_short = Open_range_low Long entry logic - return highest value for Time_frame for each day if at 17:15 High > Open_range_high = Long_entry ...
I need an experienced Python developer who can proficiently extract tables from a PDF document. ...Requirements: - The tables in the PDF are mostly well-structured but there might be few exceptions where you will need to handle irregularities. - You must have extensive experience in handling and extracting data particularly for inconsistent or complex table structures. - The final scraped data should be delivered in an Excel file. Ideal Candidate: - Extensive experience with Python and data scraping, with particular experience in handling table data. - Proficient in using Python data scraping tools like BeautifulSoup, Scrapy etc. - Good understanding of handling and transforming data in Microsoft Excel. - Strong problem-solving s...
I need the ribbon in two pictures turned pink and the blue ball in the 3rd turned pink. Thank you. I have an image featuring a blue ribbon, which I would like altered in Photoshop. My aim is to: - Change the ribbon's c...you. I have an image featuring a blue ribbon, which I would like altered in Photoshop. My aim is to: - Change the ribbon's color from blue to a soft, pastel pink. This requires precise color replacement techniques to ensure a realistic and visually appealing transition. The ideal freelancer for this project will have: - Strong skills in Photoshop, including extensive experience with color manipulation tools. - A keen eye for color nuances, especially understanding of shades and tones in pastel colors. - Demonstrated ability to create realistic colo...
...historical election data. The successful candidate will be responsible for gathering data from multiple sources, extracting various data points, and compiling them into a structured format for analysis. *Responsibilities:* 1. Identify and scrape data from a list of election monitoring websites. 2. Extract relevant data points such as election dates, candidates, voter turnout, election results, and any other pertinent information. 3. Ensure accuracy and completeness of scraped data. 4. Organize and format the scraped data for easy analysis and integration into our database. *Requirements:* 1. Proficiency in web scraping techniques using tools like Python's BeautifulSoup, Scrapy, or similar frameworks. 2. Experi...
I am looking for a highly proficient individual who can aid in a sequence of tasks namely, data entry, data formatting, web research and eBook writing. Key Responsibilities: - Deliver efficient and accurate data entry and data formatting services. - Conduct comprehensive web research. - Write high-quality content to result in a solid eBook of less than 50 pages. Ideal Candidate: You should have: - Superior skills in Excel for data entry tasks. - Attention to detail for data formatting. - Strong web research abilities. - Excellent writing skills for creating professional and engaging eBook content. This project is a comprehensive blend of technical data tasks and creative writing. Therefore, an ideal candidate would be one w...
...project, the main task is to extract specific data from two PDF files which are presented in table format. The data that you'll be tasked with extracting relates to the coefficients and standard deviations from models. I require an experienced freelancer that's proficient with manual data transcription from PDFs into Excel. Your Tasks: - Extract specific data from two PDFs - Transcribe this data manually into an Excel file - Break down the data into two separate worksheets following the template provided Deliverable: - Final data presentation in Excel formatted as plain tables - Two tables with summary statistics (one for each PDF) - Two tables with models marked in yellow (one for each PDF) The ideal ...
...webcam during data entry. - Input of parts dimensions. This data may consist of both textual and numerical elements. Accuracy of data entry is vital, thus the system should display an error message for incorrect formats. Additional Requirements: - Our team has up to 5 users who might need simultaneous access to the tool. Hence, the suitability for multi-user access is a prerequisite. - Report generation capabilities are also required, to facilitate an easy and quick overview of job flows and data. Skills & Experience: - Proven experience in developing browser-based database management systems. - Proficiency in data validation and error handling. - Experience in creating software that can handle simultaneous multi-users efficiently. - Knowledg...
I am looking for a proficient Canva and Excel user to help me create a book that will be published. This book must contain information from 500 different database records and be presented in an organized and visually appealing way. The data to be included from each record includes: - Company's Name - Address - Date - Contact details such as a phone number Additionally, I require a specific formatting for each aspect of the record. The format will be: "Company's Name - Address (in format: Street, City, State, Zip) - Date (in format: Month, Day, Year) - Phone number (in format: Area Code - Number)". Ideal skills for this project include: - Proficiency in usingCanva and Excel - Attention to detail, especially in data entry and formatting -...
As a growing company, we're seeking a thorough and dedicated data entry executive, who can commit to 4-5 hours per day. Responsibilities: - Completing online form submissions - Ensuring accuracy and timeliness of data input Skills and Experience: - Should be comfortable using Word and Excel - Should have good internet skills - Proven experience with data entry - Highly organized with attention to detail - Efficiency with online platforms and form submissions - Ability to maintain confidentiality Ideal for dedicated individuals who can contribute positively to our operations. Your work will significantly influence the efficiency of our business. You will need to be proficient with online systems, fast yet meticulous in your approach. 10 worksheets ne...
I am looking for a skilled image manipulator to create an exciting weight loss picture of me, giving emphasis to my face, arms, and abdomen, but also including my whole body. This picture should display a fit version of me and it must be made through photo manipulation techniques. This will primarily serve as a motivational tool for my fitness journey. Thus, it should be realistic and inspiring. Ideal candidates should have prior experience in photo manipulation, particularly for body transformation visualizations. Your portfolio showcasing similar works will be highly appreciated.
I am looking for a meticulous and experienced Excel wizard who can perform a data cleaning task on a large file (more than 1000 rows) in Excel 2007-2013 (.xlsx) format. Your responsibilities will include: - Removing duplicates - Removing empty rows/columns - Fixing formatting issues Ideal candidates should have extensive experience with data analysis, data cleaning, and Excel. Problem-solving skills and close attention to detail will be critical for this role. Your previous experience in handling large data sets in Excel will be a major advantage. Resulting clean data should be in line with Excel best practices. Thanks for your interest in my project!
...initiating and completing flights independently. • Waypoint Navigation: Optimally, the drones will be able to navigate to several preset waypoints in each excursion. • Robotics: The solution should be proficient in handling specific aspects pertaining to drone robotics like: - Payload Capacity: The software should manage the capacity of the drone in terms of load that it carries. - Manipulation Capabilities: The ability for the drones to adjust and manipulate their operating parameters based on changes in their environment is essential. - Autonomous Decision-Making: An important requirement is for the drones to make autonomous decisions, prioritising efficiency and safety. As the preferred programming languages or frameworks were not specifie...
I'm seeking an experienced graphics designer proficient in photo manipulation for 9 of my pictures. The scope of the project includes: - Filling empty space on the left side of the background in my images with a gold sequin backdrop. - The gold sequin color should be not too bright, nor too dark, just the perfect hue to blend seamlessly with the existing background. - While it's my preference to fill the space with gold sequin, I do not have any specifics on whether it should be of solid color or feature any pattern/design. I trust your artistic judgment to make the pictures pop. Ideal freelancer for this role should be comfortable working with gold sequin in image manipulations and familiar with photo editing tools. Your portfolio should showcase your previous work on s...
...reservation is made, this will be reserved. There will be a management panel and incoming reservations will appear in that management panel. 3) We will be able to download the reservations made to Excel according to the template we have. 4) There will be a user login section in the reservation section and only the customers we have added from the management panel will be able to log in to this section and we will be able to define special prices for the people to whom we give this login. 5 ) These prices will not appear in the reservation section, but they will appear when we download them to Excel 6) The customers we log in will be able to add their own workers as users, but will be able to make reservations through the main company. 7) Prices can be fixed, the p...
...sophisticated utility tool. This tool will need to analyze data from varying PDF reports, and present compact, informative comparisons in an Excel format. Key requirements: -Application of AI techniques to process descriptive text data into singularized words. -Talent for working with varying data formats and locations within PDF files, extracting and examining text data. Please refer to the sample input and output documents. - Sample Demonstration: Please provide a sample demonstration showcasing your ability to develop a solution for this project. The demonstration can be a limited-scale prototype or a simulation that highlights your approach to the following key functionalities: Data Extraction: Simulate or demonstrate how you would ext...
I am seeking an experienced freelancer proficient in web scraping for the creation of a script. This script should extract textual information every day from a we...the creation of a script. This script should extract textual information every day from a website, this information will be used by another software to update our stocks accordingly. The ideal candidate should have: - Proficiency in python and BeautifulSoup, or similar technologies. - Prior experience in data extraction Outlined below are the specific requirements: - The script should have the capability to extract textual data from a website. - The collected data is to be formatted as a CSV file. This demands both technical prowess and an analytic mindset to ensure information is collected effic...
I'm seeking an experienced freelancer to develop a script capable of accurately extracting vehicle tax data from 'a website'. The program should be adaptable, allowing for export in various formats per requirements. **Core Task:** - Create a script to scrape 'a website' for specific data. **Data Points:** - Vehicle registration number - Vehicle make and model - Vehicle tax amount,etc **Output Requirements:** - Script must allow data export to be configurable (CSV, Excel, JSON). - The script should allow proxy configurations - The script shoud be able to update each record once in every 3 days. ( to be scheduled in cron ) *** VERY IMPORTANT *** - You will deploy the script in a given VPS - We'll need to see the scri...
tengo 1.5gb y 350 archivos en tablas pdf que necesito pasar a excel, son muchos datos y no tengo el conocimiento.
...need of a Javascript expert to work on a range of tasks. The client did not specify the exact requirements, but the potential tasks can involve: - Debugging existing scripts - Writing new scripts - Optimizing existing scripts The specialist should be prepared for tasks in the following areas, though the client did not definitively state this: - Enhancing website interactivity - Conducting data manipulation - Ensuring form validation In addition, the client may seek to achieve goals such as: - Improved user experience - Increased website performance - Error-free functionality Ideal candidates will have experience in the above areas and have a keen eye for detail to spot and rectify potential issues in scripts. An understanding of user-centered design would be benefici...
...existing Excel template to make it more efficient and user-friendly. Currently, I'm having trouble with regular data updates which is time-consuming. This overhaul should include: - Incorporated automated calculations to minimise manual input. - Refined data entry process, making it smoother and more intuitive. - Make the $$ rates per role updatable. - Make the role titles updatable. - Ensure all the lines calculate correctly. Freelancers interested in this job should have substantial experience in Excel, especially in the development of automation, data management, and user-friendly interfaces. Showcasing your experience in similar past projects will be particularly appreciated. The goal here is to create a streamlined Excel template tha...
I'm in need of an accountant who is not only reliable and skilled, but also affordable as I'm on a tight budget. New Comers are welcome. Due is Next Two Days i.e. Friday 11AM IST The main task for this position is bookkeeping using Microsoft Excel for expense tracking. Experience in this field is preferable, especially those who are well-versed in maintaining and organizing spreadsheets, data input and analysis. Newcomers are welcome to pitch their abilities, showcase their Excel expertise and how they can assist in expense tracking efficiently. This job might be a stepping stone for a long term professional relationship for the suitable candidate.
I require a specialist proficient in data analytics and YouTube channel metrics who can condense my video statistics into a donwloadable CSV file. Specifically, these are the requirements: - CSV should have the follow columns: titles, views, number of comments, release date, likes, and dislikes per video. - The data needs only to be exported once. The channel in question has 3,000 videos. I am not the owner of the channel.
I'm in need of an accomplished designer to create highly detailed, photo-based YouTube thu...include: - Creating visually appealing photo-based thumbnails - Incorporating multiple elements into designs without overcrowding or confusing the main message - Understanding and using the appropriate color schemes, elements, and text interaction for a YouTube audience Ideally, the freelancer should have: - Extensive experience in designing detailed YouTube thumbnails - Proficiency in photo manipulation and collage techniques - A thorough understanding of design principles, visual design elements, and thumbnails aesthetics relevant to the YouTube platform. Your creative input will be highly valuable in this project, and I'm looking forward to seeing your designs stand out in t...
I require a professional with experience in extracting data from Google Maps. I would like to collect and populate approximately 1300 entries into a CSV file with the following information: address phone number website URL email Google map URL. Successful freelancers should include examples of past work in their application. Accuracy and precision are key in this task. The freelancer who can deliver quality work in the shortest possible time will be preferred.
I am seeking an experienced freelancer proficient in web scraping for the creation of a script. This script should extract textual information every day from a we...the creation of a script. This script should extract textual information every day from a website, this information will be used by another software to update our stocks accordingly. The ideal candidate should have: - Proficiency in python and BeautifulSoup, or similar technologies. - Prior experience in data extraction Outlined below are the specific requirements: - The script should have the capability to extract textual data from a website. - The collected data is to be formatted as a CSV file. This demands both technical prowess and an analytic mindset to ensure information is collected effic...
...experience in data integration and PowerBI for an existing business. We are a medium sized, US-based company and fully MS implemented (365, Teams, SharePoint, Power platform etc.) and are in the process of implementing EPICOR as our ERP system, transitioning from various Excel spread sheets. We've been creating numerous PBI metrics and sometimes struggle with integrating the various data sources. We are looking for an experienced database administrator and Power BI guru to help us integrate our data and help us with creating PBI reports. Key aspects of the project: - Data Integration: You will be working with structured data, including spreadsheets and databases. In-depth understanding of such data types is essential for this ro...
I need an experienced Excel and VBA specialist to assist with a project that involves data cleaning and generating reports from a CSV file. This file contains dates and times against power usage for apartments and needs to be processed in Microsoft Excel. The job tasks include: - Fixing inconsistent data entries in the CSV file - Extracting time of usage for each apartment - Creating a repeatable VBA script for future use Ideal freelancers will have strong experience in: - Microsoft Excel for managing and manipulating CSV files - VBA for creating automated tasks related to data cleaning and report generation Your help will save me time and effort in terms of managing this CSV file and creating valuable reports in the...
...someone proficient in data analysis, specifically dealing with significant quantities of survey data. I'm seeking an expert statistician to analyze data from both pre and post-surveys we have conducted. The goal is to identify trends and patterns in our data, compare results between the pre and post surveys, and assess statistical significance. ****Here are some specifics about our data and requirements: -Data includes 83 participants who completed the same three pre and three post-surveys at different times (the participants are random in the Excel document) -Data is based on pre and post-Likert scales -The usage of Excel for the data handling and analysis is necessary; -As a part of the project, I'd like ...
...Python expert capable of parsing an RDF document. The purpose of this task is to extract specific data related to "curriculum alignment". PLEASE NOTE: I did post this job earlier, but I didnt focus on PYTHON, which I should have done. Key Tasks: • Parse through the RDF document to identify curriculum objectives and instructional materials. Aspects of achievement standard --> Content Descriptions --> General Capabilities (Set 1) --> Elaborations --> General Capabilities (set 2) - develop a python script that then can be used for other Learning Areas. For this one, it is attached. • Extract these elements and clearly present them, demonstrating their interconnectedness, in an Excel format. Ideal Skills: • Proficiency in Python...
I need a skilled graphics artist who excels ...Project Instructions: - The existing logo needs to be completely erased, leaving no traces. - The new logo should be of medium size and placed directly center on the jacket's back. - The new logo should match the original colors provided in the specified company logo file. Ideal Skills for the Job: - Proficiency in Adobe Photoshop or similar photo editing software. - Experience in digital photo manipulation, specifically, adding and removing elements. - Must possess an eye for detail to ensure a natural-looking final product. - Ability to match color schemes and blend graphics seamlessly within an image. Please ensure the final design looks natural as if the engineer was originally photographed wearing the jacket with the new log...
I'm looking for a freelancer with a strong background in statistical analysis and Excel to perform a detailed examination of my numeric data. KEY REQUIREMENTS: - Perform descriptive statistics to analyze my dataset's central tendency, dispersion and shape of distribution. - Proficiency in handling numeric data, with a focus on identifying patterns and interpreting results. - Prior experience with Excel, particularly with its statistical functions, is essential for this project. Your role will be to help understand the dataset through your analysis and provide actionable insights. Proficiency in English and excellent communication skills will be highly valued, as I'll expect a comprehensive report of the data, the methods used, and your f...
...looking for an experienced professional skilled in Microsoft Excel to help with spreadsheet formatting and implementing complex functions. Your responsibilities will include: - Implementing sound and effective conditional formatting to enhance the presentation and ease of use of our spreadsheets. - Adjusting cell borders, shading, and a range of font and text formatting to make the data more readable and visually appealing. - Creating customized functions, although specific formulas are not defined yet, a strong understanding of Excel's capacities (like sum and average, vlookup and hlookup or if statements and logical functions) is required. Qualified candidates must have advanced knowledge of Microsoft Excel, experience in data organization and visual...
I'm looking to partner with a knowledgeab...looking to partner with a knowledgeable freelancer who's adept with R language for a descriptive data analysis project. I need top-notch analysis done on my Excel data files. Essential skills needed for the task: - Proficient knowledge of R language - Familiarity with Excel data - Strong analytic abilities with experience in descriptive data analysis - Ability to deliver results accurately and promptly The ideal candidate would be required to sift through my Excel data files and perform a thorough descriptive data analysis using R. It's not just about performing the analysis, you must also be able to meaningfully interpret the data and provide clear reports. ...
