Recent spss excel statistics project bid jobs

Excel Chart Re-Design for University Work Allocation System We are looking for somebody to complete the development of an excel-based teaching allocation database for a relatively large university department (approx 100 teaching staff). We currently make use of an excel template that roughly cross-references university courses with teaching staff and allocated time commitments for specific tasks. This is quite a complex information array, however, with so many staff members and courses (approx. 120), especially where multiple staff members are co-teaching courses with different task responsibilities. While our current template achieves its desired information management purpose, in its present state its structure is relatively complex and not user-friendly or ...

Hello, We are currently seeking a talented freelance professional proficient in SCO OpenServer, Python, Progress, and ideally with a grasp of the Microsoft Power platform. Our recent project, conducted in collaboration with an external consultant, involved setting up a data extraction system from print files using a Python script, subsequently transferring them to a Power Automate flow. With the conclusion of our collaboration, we're now seeking to establish a sustainable solution for the ongoing maintenance and development of this system. If you're proficient in SCO OpenServer, Python, Progress, and ideally the Microsoft Power platform, we want to talk to you! Our team is looking for a freelance professional to maintain and develop our data system.

Looking for an expert who can bring my educational content to life with vibrant, engaging 3D animations. The animations should be a blend of character-based and abstract ...expert who can bring my educational content to life with vibrant, engaging 3D animations. The animations should be a blend of character-based and abstract to maintain viewer interest. Key Requirements: - Skilled storyteller through 3D animation. - Experience in character-based and abstract animation. - Excel in conveying complex information simply and clearly, ideally within an educational setting. - Ability to work collaboratively, ensuring your creations align with my vision. Enhance your bid with relevant work samples, especially animations used for educational purposes. I am excited to see your cr...

I'm looking for a data entry specialist to help me clean up a small dataset of less than 1,000 entries. The data is currently in Excel/CSV format. Key Responsibilities: - Reviewing and cleaning the data for any inaccuracies, inconsistencies, or redundancies - Ensuring data is formatted correctly and in line with the provided guidelines Skills and Experience: - Experience with data entry, especially data cleaning tasks - Proficiency in Excel/CSV file manipulation - Attention to detail to ensure data accuracy - Ability to follow instructions and meet deadlines This task is straightforward and brief, making it perfect for someone who can dedicate a few hours to it. Please provide your relevant experience when applying.

I need a data analyst ...a spreadsheet format, preferably Excel. The main points should be supported with a PDF Data Segmentation: The data should be segmented by consumer type, specifically domestic consumers. Ideal Skills and Experience: - Strong background in data analysis and research - Proficiency in handling and analyzing large sets of historical data - Advanced knowledge of Excel for creating detailed spreadsheets - Experience in providing data for predictive analysis and forecasting - Prior work with energy sector data is highly preferred - Ability to segment data based on consumer types, especially commercial consumers Please include samples of previous similar projects in your proposal. This data needs to be using credible sources such as office of national st...

Website on Wordpress License key generator with DB API for Excel Template connecting to DB for license key validation. Dashboard for administrator enter buyer/customer account credetials. The administrator must be able to enable and disablle accounts. Update Excel Template LicenseValidation code for connectiing to API/DB. I will privide this Excel Template code file.

I need an Excel expert to update my spreadsheet. The main tasks include: - **Formulas and Calculations:** I require formulas to be implemented for various calculations. The freelancer should possess a strong understanding of Excel functions and be able to apply them accurately. - **Formatting:** The formatting of the spreadsheet needs to be updated. This includes: - **Font Styles and Sizes:** I need the text in the spreadsheet to be consistent and visually appealing. The freelancer should have a good sense of design and layout. - **Number Formats:** Incorrectly formatted numbers need to be corrected. The freelancer must be meticulous and detail-oriented in this aspect. - **Color Changes for Expired Dates:** An important part of the project is changing the color...

I require an experienced machine learning and AI expert to develop a cutting-edge algorithm that will predict tennis match outcomes. The project will also involve creating a user-friendly, interactive website platform to display the predictions. Key responsibilities include: - The successful algorithm should consider various factors such as player performance statistics, match history, and court surface to make precise predictions. - The website should be designed in a way that enables easy navigation and interpretation of the provided data and the outcomes predicted by the AI. Ideal skills and experience: - Extensive experience in machine learning algorithms and artificial intelligence. - Proficient in website design for an interactive user experience. - Preferably, exper...

I'm looking for an experienced Excel and PineScript expert to create custom Excel formulas replicating my developed PineScript indicator. The indicator performs functions for Bollingerbands and Keltner Channels. The task will be to incorporate Open, High, Low, Close prices into the Excel formulas. Please note, data collection or data visualization is not required for this project. To give your best, you should possess an advanced understanding in: - PineScript - Creating complex Excel formulas Looking forward to your informed bid.

I'm looking for an experienced developer who can create a high-quality app for both Android and iOS platforms. This app offers a comprehensive view of fresh statistical data updated weekly, which has been designed in Figma and now needs to be brought to life. Key Features: - Display of updated statistical data - Interactive charts for an engaging look at the statistics Ideal Freelancer: - Proficient in both Android and iOS development - Experience in translating Figma designs into working apps - Familiarity with data visualization, particularly interactive charts This is not just about coding an app; I need someone who can intelligently implement the design details and make the statistical data immersive and interesting. Let's create an engaging tool together!

...help with an Excel sheet that will be used for data analysis, specifically sales distribution. The sheet will include a mix of sales data, customer information, and product inventory. Key tasks: - Organizing and inputting the provided data correctly - Creating a system for sorting and analyzing the data - Developing a system for tracking sales distribution effectively - Potentially applying necessary calculations and formulas to enhance the data analysis Ideal Skills: - Proficient in Excel, including data analysis and financial functions - Experience with sales data and distribution analysis - Strong attention to detail and organizational skills - Ability to create formulas and calculations - Familiarity with customer information and product inventory management Please ...

...fields into an Excel (.xls) file. The database consists of approximately 150,000 entries. Each record includes data such as name, business name, contact information, date of foundation, etc. Ideal Skills: - Strong experience in Web Scraping - Proficiency in transferring data into .xls format - Attention to detail to ensure all available fields are captured Purpose and Deliverable: - The objective of this project is to use this information for data analysis. - The final output will be an Excel (.xls) formatted file containing each scraped database entry. Operation Specifics: - You would be required to locate and scrape the database by Zip codes. - A full export of all accessible information per entry is needed. Your expertise in internet research, data mini...

I am seeking a t...numbers for promoting my business. Key Features: - Bulk Phone Number Verification: The tool should be able to check multiple phone numbers at once. It should separate the active numbers from the inactive ones. - Whatssap Compatibility: The tool needs to connect with Whatssap API to confirm the activity of the numbers. Delivery: - Data Export: I require the verified numbers to be exported to an Excel spreadsheet for easy access and use or .txt file Skills & Experience: - Proven experience in API integration, specifically with Whatssap. - Strong programming and software development skills. - Experience in building phone number verification tools will be a plus. Please provide examples of similar projects you have worked on previously. Looking forward to y...

I'm looking for a freelancer with excellent attention to detail and proficiency in Microsoft Excel and Word. As part of this project, you will be required to manually enter data from Excel files into a Word document. Key Requirements: - Strong Microsoft Excel and Word skills - Proven experience in accurate, manual data entry - Ability to work with robust data sets Deliverables: A Word document with the data accurately entered from the provided Excel files. Your ability to deliver clean, accurately transcribed data is essential for the success of this job. Attention to detail is paramount. I look forward to working with detailed and skilled freelancers.

I need an assistive hand in a data extraction task that requires sharp focus and meticulous attention to detail. The task...extraction task that requires sharp focus and meticulous attention to detail. The task involves: - Extracting email addresses from an Excel spreadsheet - Maintaining accuracy and precision during the data entry process, ensuring no data is missed or inaccurately entered Proficiency in Microsoft Excel is a must for this task. Previous experience in data extraction or data entry is highly desirable. You should be adept at handling large volumes of data, have a keen eye for detail, and are able to keep track of your progress systematically. Let me know your capacity per day/week as this can be an ongoing project. Please dont negotiate on the price...

As an ardent enthusiast...a sports simulation program that's capable of running on the Windows platform. The program should take statistical data for these three sporting disciplines to create an engaging and realistic gaming experience. Key Features Required: - Live Updated Statistics: Game should reflect current and up-to-the-minute stats of players. - Customizable Team Rosters: I want the ability to tweak team rosters as seen fit. - Realistic Gameplay Mechanics: The simulations should mirror the actual physics of the game as accurately as possible. The project is best suited for someone familiar with sports, particularly NBA, MLB, and UFC. Required skills include Programming, Statistical Analysis, and Game Design. Knowledge of Windows-based software development wi...

For my company, I need an expert with extensive experience in data consolidation and import to QuickBooks. - The project involves the migration of the company's financial data for the years 2022 and 2023 which is stored in Excel spreadsheets currently. - The data needs to be consolidated into a single file before importing into a new Quickbooks instance. As an ideal candidate, you should have: - Experience with Quickbooks data import - Excellent understanding of data consolidation - Proficiency with Excel spreadsheets - A keen eye for detail and the ability to maintain the integrity of financial data during the import process.

...our Point of Sale (POS) system, and warehouse stock counts. Key responsibilities: - Regularly updating our inventory data with utmost accuracy - Ensuring all channels of data (supplier invoices, POS system, stock counts) are accurately reflected in our inventory records - Generating purchase orders based on the updated stock levels Your skills and experience should include: - Proficiency in Excel/ Google Sheets - Experience in inventory management/data entry - Attention to detail and accuracy - Ability to work independently and meet daily deadlines - Familiarity with purchase order generation is a plus. A successful candidate will not only update the inventory data accurately and promptly but will also be able to adapt to any changes in stock levels in real-time, ensuring ou...

I'm in need of an experienced Excel professional to help me build a secure data management system. This system will be used to handle both financial and customer information. Key Requirements: - **Data Security**: A robust system that ensures the privacy and integrity of the financial and customer data. - **User Management**: The system should be designed for 1-10 users, allowing them to access and input data securely. - **User Experience**: While the users are expected to have advanced Excel skills, the system should be designed with clear interfaces and user-friendly features. Ideal Candidate: - Proven experience in designing secure data management systems in Excel - Proficiency in VBA and Excel's advanced features - Strong understanding of data security...

We are seeking a ski...questionnaires. As a Data Analyst and Researcher, you will be responsible for analyzing data from Exels using SPSS software, as well as providing clear and concise interpretations of the findings. The ideal candidate will have a strong background in questionnaire design, data analysis, and interpretation. The purpose is to evaluate participants' changes in knowledge regarding an educational intervention I did at my workplace. The data analysis aimed to evaluate the improvement of nursing knowledge and competency regarding the importance of early ambulation after surgery based on the significant progress in knowledge-based pre-test and post-test scores. Relevant skills include: - Data analysis using SPSS - Statistical interpretation - medica...

Proofreading and editing of 7+ thousand words. I can pay up to $70 - $90 with some bonus for great work. Be available for a short test Please answer the following questions in your bid: => What is your recent academic qualification? => Have you every published your own research article in any Scopus indexed journal? This is a fixed budget project - not an hourly paid gig

I'm in search of a developer experienced in designing mobile apps on the Wix platform. Project details: - The app should include features such as user registration and login, in-app messaging, and payment gateway integration. - The platform is intended for the general public, so it must be user-friendly and intuitive. - I'm seeking a minimalistic and clean design that is simple yet eye-catching. Skills and Experience: - Expert knowledge in Wix mobile app development - Experience in integrating a payment gateway into a mobile app - Proven track record in creating user-friendly apps - A keen eye for clean, minimalistic design Please note, my budget for this project is $3000. Only those with relevant knowledge and experience should apply. Let's create an ap...

I am in immediate need of a professional with proven experience in writing legal Partnership Agreements. Specifically: - Proficiency in drafting Partnership Agreements is crucial. - The agreement must excel in providing measures for protecting sensitive information. - Understanding of confidentiality and data protection is mandatory. I am expecting work that is thorough, legally sound and protects my interests optimally. It is not about just getting it done but getting it done right. Previous experience with such documentation is a solid advantage. Kindly share your portfolio when applying. Accuracy, attention to detail, and understanding complex legal terminology are the skills that I am looking for. NB: Experience with sensitive information protection will be a bonus.

I have excel file where I want to clean. Merge columns and make it simple. You have to be able to fix it within 30 min not more

Different Website & App Projects Bid ONLY if you have Experience with Coding! ==> Begin your Bid with "OK" Bid for your price in hour!

I am seeking an experienced software developer to create a comprehensive online casino. This platform should resemble , but initially feature a more focused game selection. The project will primarily consist of developing games divided into two categories: Games of Skill and Games of Chance. With the option of Crypto Deposits given to User Key Features: • User registration and login system • Secure payment gateway integration • Robust game statistics tracking Games of Skill: • Poker • Blackjack • Chess • Rummy Games of Chance: • Roulette • Plinko • Crash • Dice • Mines • Limbo • Dragon Tower • Wheel Applicants should possess strong competency in software development with specific experience in onl...

... The information required includes details on the CEO, senior management, and email addresses. The data should be compiled into a spreadsheet, such as Excel or Google Sheets, with separate columns for each piece of information. Key Responsibilities: - Researching and collecting information on the CEO, senior management, and email addresses of around 80 councils. - Ensuring the accuracy and relevancy of the data collected. - Organizing the data neatly into a spreadsheet, in a format suitable for subsequent upload to a CRM tool like Pipedrive. Ideal Skills and Experience: - Experience in data research and entry. - Proficiency in using Excel or Google Sheets. - Familiarity with CRM tools, particularly Pipedrive, is a plus. - Attention to detail and the ability to maintain d...

I need a professional to help me resolve an Apache ModSec error that is preventing a specific theme inside WordPress from working properly. Key Requirements: - The problem I'm encountering is related to ModSec, and is preventing the theme from functioning as expected. As such, the freelancer should have a go...The ultimate goal is to have the theme working properly without compromising server security. Ideal Skills and Experience: - Proficient in Apache ModSec - Experienced in troubleshooting WordPress themes - Strong understanding of server configuration and settings - Good communication skills to work with me in understanding the recent changes made to the server If you are confident in your ability to troubleshoot and resolve this ModSec error, please do not hesitate to ...

Hello, I am in need of a developer capable of creating an Excel tool (.xls format) for efficient management of large amounts of data. The tool should have the following features: Storage of large datasets: The tool should enable storing a large quantity of data. Duplication removal: It should be possible to remove duplicates in Excel files to maintain a clean and organized database. Standardization of French numbers: All French phone numbers in the files need to be modified and put into the correct format, such as +33781462503. Editing and export: Users should be able to edit data in the Excel file and export the changes made. Archiving: Once the data is used, it should be possible to upload it to an archive for future reference. I would greatly appreciate it if you co...

I'm looking for someone experienced in WordPress maintenance. The main issue I'm facing is related to my Gravity Form not submitting. This issue has appeared without any recent changes to the site, and I need it to be resolved urgently. Key requirements: - Identify the issue with the Gravity Form that is preventing submissions. - Fix the issue without causing any downtime to the website. - Ensure all other aspects of the website are still functioning properly after fixing the form. Ideal skills and experience: - Proficient in WordPress maintenance, specifically with addressing Gravity Form issues. - Strong troubleshooting and problem-solving skills. - Ability to work efficiently and effectively to resolve the issue without causing disruption to the site.

I'm in need of a Pivot table in Excel to analyze my sales data. This will help me track and understand key metrics like units sold and profit margins. Key Project Details: - Data: Primarily sales data - Metrics: Primarily interested in tracking units sold and profit margins - Organization: The data should be organized by product and region Ideal Skills & Experience: - Advanced Excel proficiency, particularly with Pivot Tables - Strong analytical skills for identifying key metrics - Experience working with sales data is a plus - Ability to understand and visualize data in a meaningful way.

I need a freelancer to help convert my scanned PDF document into Excel format. The Excel should have the same layout as the original document in the PDF: - Expert in scanned document conversion to Excel is required as the document isn't text-based. - Advanced knowledge in layout replication is necessary because the converted Excel file needs to have the same structure as the original PDF. - Since the PDF contains unknown special data types, ability to deal with potential complexities (like images, graphs, complex tables) would be a plus. The ideal freelancer for this project should have a proven track record in PDF to Excel conversions and dealing with scanned documents. Bonus points for experience with complex data types.

I am in need of a proficient freelancer with expertise in data cleaning and data analytics to handle an upcoming project involving Excel. Specifically, the tasks will involve: - Removing duplicate entries, - Correcting inaccuracies in data as needed, - Formatting data to enhance its visual interpretation. The next part of the project involves data analysis, where the focus is on: - Creating data visualizations, particularly concerning the sales trends in our dataset. A background in Excel-based data correction and visualization is essential. Ideally, you've had previous exposure to sales data and are capable of understanding and predicting trends. Your bid should reflect your ability to accurately complete these tasks in a timely fashion.

We are seeking an experienced pene...systems to ensure they are secure. Your main tasks will include conducting vulnerability assessments, performing penetration testing, and providing recommendations for remediation. To excel in this role, you should have a strong understanding of various testing methodologies, possess analytical skills to interpret test results, and be familiar with a wide range of penetration testing tools and techniques. Skills required: - Penetration testing - Vulnerability assessment - Ethical hacking - Knowledge of network protocols - Familiarity with security frameworks - Strong problem-solving skills This is a medium-sized project with a duration of 1 to 3 months. We are looking for an expert penetration tester with a proven track record of succes...

...confident in my ability to drive engagement and elevate your online presence effectively. Throughout my career, I have honed my skills in creating compelling content, implementing strategic campaigns, and fostering meaningful connections with audiences across various platforms. My experience extends to crafting tailored strategies based on analytics insights, ensuring optimal performance and ROI. I excel in staying abreast of emerging trends and algorithm updates, enabling me to adapt strategies swiftly and capitalize on growth opportunities. Moreover, my strong communication skills and a keen eye for detail empower me to maintain brand consistency and uphold the highest standards of quality in all content produced. I am particularly drawn to this role because of [specific rea...

I urgently need to extract the emails from Excel and place each one in a separate cell. In the image, you have an example of what I want.

...acre farmers. The site should serve as a detailed resource, highlighting key aspects of our work and organization. Key Features: -A professional look and feel `-Wordpress based - A comprehensive "About Us" page to outline our mission, goals, and team. - A clear display of our contact information on every page. - Easliy updated by ourselves with graphics based on data collected and stored in MS Excel -Potential for client login The perfect candidate for this job would be an individual with a keen eye for modern web design, experience building informational websites, and ideally some knowledge in Australian agriculture. Good communication skills are necessary, as you'll be expected to collaborate with our team closely. A successful end result would result in a u...

I'm looking for an Excel expert to help me clean up a dataset. I have a large dataset that contains both text and numeric data that needs to be cleaned up. The specific issues I'm facing are: - Text Data: There's a need to find and remove any duplicated values, missing values, and correct any formatting issues. - Numeric Data: The numeric data in the dataset has inconsistent decimal places and a few outliers that need to be identified and adjusted. Ideal skills for this project include: - Proficiency in Excel, particularly in data cleaning and data analysis. - Experience in handling both text and numeric data. - Strong attention to detail to identify and rectify issues within the dataset. Please, only apply if you have experience with similar tasks...

I'm in need of a skilled typist for a data entry project. The task involves entering data into an Excel spreadsheet. Requirements: - Excellent typing speed and accuracy. - Previous experience with data entry. - Proficiency in Excel. - Ability to follow instructions precisely. Ideal Candidate: - Proven track record in data entry tasks. - Strong attention to detail. - Reliable and able to meet deadlines. - Good communication skills. If you have the right skills and experience for the job, I look forward to receiving your bid.

I'm looking for a skilled professional who can assist me in entering text data into our project reports. Ideal Skills and Experience: - Experience working with project reports - Proficient in digital data entry - Attention to detail The reports will be provided in digital format, such as Excel or Word. The main task will be to ensure all text data is accurately entered. Additionally, the ideal candidate should be able to ensure the report maintains a professional and consistent format throughout. You may be asked to apply company branding or use specific fonts and sizes. The ability to work with minimal supervision and meet deadlines is a plus.

I need a freelancer to enter numeric data into Excel from digital sources. Key Requirements: - Proficient in data entry - Expertise in working with Excel - Attention to detail The task is straightforward and simply requires the accurate transfer of numeric information into a pre-existing Excel template. I will provide the data in digital format (Excel, CSV) and expect it to be entered systematically according to the format provided.

I have a PDF document that is a mix of scanned and text-based content that I need converted into an editable Word or Excel format. I need this completed as soon as possible. The output needs to be fully editable, meaning that the text should be recognized and convertible to a format where I can change, add or remove text as needed. This means the scanned parts should be OCR-ed accurately.

I'm seeking an experienced freelancer for a data entry project. The task involves converting PDF files containing mixed data, both textual and numerical, into Excel. Ideal Expertise: - Proven experience in data entry - Proficiency in Excel and PDF conversion - Accuracy and attention to detail Please ensure all data in the PDF files is correctly transferred to the specified Excel format. I'm looking to post this project up to 100 Rupees. If you have the skills and can handle this type of work, I encourage you to bid.

I have a small set of textual data that needs to be typed into an Excel sheet. The purpose of this project is to prepare the data for analysis. Key responsibilities: - Type less than 100 rows of textual data into an Excel sheet. - Ensure data accuracy and consistency. Ideal skills for this project include: - Experience with data entry. - Proficiency in Excel. - Attention to detail to avoid errors. The successful freelancer will need to deliver the Excel sheet with the data accurately typed within the given timeframe.

I'm looking to hire someone who can create an Excel VBA workbook to seamlessly integrate with my Zoho Desk setup. This workbook should be specifically engineered to perform the following: - Retrieve the required information from Zoho Desk tickets upon pressing a button inside Excel. Specifically, I need someone skilled in Excel VBA programming and API integration work to: - Design a user-friendly interface in the workbook where one can press a button to initiate the retrieval of ticket information. You should be able to retrieve the latest ticket, and then have two more buttons to go to next & previous tickets. - Implement secure API connections to Zoho Desk to enable the retrieval of ticket information usuing oauth. The fields I need are: Subject Account ...

I'm looki...handle executing regular exports from our Sequel Database to Excel, performing updates in Excel, and subsequently updating the Sequel Database with the altered data. Skills and Tasks; - Mastery in handling Sequel Database on Windows - Familiarity with Data Modeling and Design - Proficiency in exporting and updating database information via Excel - Being responsive and flexible as the frequency of this task may change. Initially, I will need it done daily for a week. Afterwards, it will be an as-needed basis for remote support. Experience in Performance monitoring, tuning, and database backup would be a bonus. The role demands strong organizational skills and attention to detail. A sound understanding of database principles and Excel function...

The project entails accurate entry of numerical data into an MS Excel spreadsheet, with a focus on report generation. The ideal freelancer should be well-versed with basic Excel functionalities, such as simulations and formulas, to ensure efficient data processing. Key responsibilities would include: - Accurate and efficient numerical data entry - Setting up Excel to run basic simulations and formulas - Generating effective and accurate reports from entered data The freelancer should have strong attention to detail to maintain data accuracy and proficiency in MS Excel, specifically in creating basic simulations and formulas. Previous experience in data entry and report generation is highly preferred.

I require a professional with a keen understanding of both Excel and iOS Numbers to convert a single-sheet Excel spreadsheet into an iOS Numbers document. The converted document will need to retain multiple functionalities including: - Basic calculations - Data visualization - Conditional formatting No data interdependency or connectivity with other aspects is required in this case. The ideal candidate should have significant experience with data conversion between these two platforms and a solid grasp of maintaining functionalities in iOS Numbers. Familiarity with creating visually engaging spreadsheets will be highly regarded. I would like to have conversation with someone to make sure I am asking for something reasonable and to clarify exactly whats needed. TY

...used will be grounds for project cancellation. I am OK with Chat GPT being used to create blog articles that contain appropriate backlinks to the website. Only white hat methods may be used. If black hat methods are found to be used, then the project will be immediately cancelled. I must be 100% happy with the results and how the results are being obtained. The team is to work with me to achieve great rankings. If I say something needs tweaked a bit, I expect the team to listen to my desires as long as those desires will reach the end goal. While working on the main keywords, I expect additional keyword phrases to be used in Chat GDP blog and wiki articles that would benefit the website. That way not all backlinks will be from the list of 20. We can use our excel...

I need an expert to live stream less than 5 professional soccer league games. Providing a seamless end-to-end streaming experience is a must. Skills and Experience: • Proven experience in sports live streaming, ideally soccer • Understandin...live stream less than 5 professional soccer league games. Providing a seamless end-to-end streaming experience is a must. Skills and Experience: • Proven experience in sports live streaming, ideally soccer • Understanding of professional soccer rules and dynamics • Technical knowledge to handle potential trouble shooting Please note, no additional features like commentator audio, real-time statistics, or player interviews are required. My main focus is on the video live-stream itself. Let's focus on delivering...