Lda sentiment analysis python jobs

I need a Python script to be deployed as a Lambda function and capable of processing tokens and handling verification and info retrieval tasks successfully. The Lambda function will handle both Google Sign-in ID and Access tokens. Summary: "Users creation" will be in DDB. "Endpoint creation" using API gateway. "User Authentication" using JWT "User Login" is via Google Sign-in

I'm looking to create a marketplace platform for my tech company's IT consulting and digital marketing services. The aim is to showcase our services in a manner that ensures customers have a cl...consulting and digital marketing services - Emphasis on customer understanding of the services offered - Assistance in understanding customer requirements during the consultation process - Proficient user experience design for the platform The ideal freelancer for this project would have experience in: - Developing marketplace platforms - IT consulting and digital marketing - Requirement gathering and analysis - User experience design This project would suit freelancers with a track record of delivering similar platforms that balance tech service listings with customer engagemen...

I'm seeking an expert Python developer to integrate the Sales, Inventory, and Accounting modules of Odoo with WooCommerce. This is an advanced task that requires deep knowledge of Python programming language and a strong understanding of Odoo and WooCommerce platforms. KEY TASKS: - Develop a robust API connection between Odoo and WooCommerce. - Ensure seamless data exchange between the Sales, Inventory, and Accounting modules. REQUIRED SKILLS/EXPERIENCE: - Expert-level Python programming skills. - Extensive experience with Odoo and WooCommerce integration. - Experience with API development and integration. This project is not for beginners or intermediate level programmers. I need someone with a high degree of skill and proven proficiency in Python, Od...

I'm in need of help with fetching influencer data from Instagram, YouTube, and TikTok. The specific data needs are not completely defined at this moment, so the ability to adapt is essential. The end goal of this data collection is currently open-ended. Key skills and experience needed: - Deep understanding of Instagram, YouTube, and TikTok - Experi...of help with fetching influencer data from Instagram, YouTube, and TikTok. The specific data needs are not completely defined at this moment, so the ability to adapt is essential. The end goal of this data collection is currently open-ended. Key skills and experience needed: - Deep understanding of Instagram, YouTube, and TikTok - Experience in data mining or web scraping - Proficient in data analysis - Flexible and adaptable...

I'm in search of an individual familiar with iris elements to assist with troubleshooting issues concerning logging in with HMRC for VAT. My situation requires: - Mastery in how to operate the iris elements' functionalities for data import, analysis and reporting, and visualization. - An impressive level of experience dealing with issues related to logging in with HMRC for VAT. - A sound understanding and working knowledge of the VAT account features on the HMRC platform. While I do have an existing HMRC account for VAT, I am currently facing difficulties. The project's essence is to resolve this issue, optimally with minimal impact on my VAT returns activities. If you find your skills in alignment with my needs, please freely bid for this task.

I'm in need of an Android app developer who can build an application primarily aimed at driving user engagement. This dynamic application should prominently feature the use of push notifications to keep our users connected and engaged. Skills and Experience: * Extensive experience in Android app development * Proven ability in implementing effective push notifications * Under...ability in implementing effective push notifications * Understanding of user engagement strategies within applications The aim is to build an app that not only engages the user but encourages regular active use via well-timed and strategic push notifications. The developer should also value user experience, making sure the app is intuitive and user-friendly. the app must be working based on only Python...

I am searching for an experienced social media specialist to manage and curate content across various platforms that currently include: Facebook, Instagram, Twitter, TikTok and YouTube. Projects will entail: 1. Increasing our brand awareness 2. Driving website traffic 3. Generating leads Given our focus is p...paramount. Ideally, I am looking for someone who can efficiently navigate the digital world, visually communicate our brand, and stimulate relevant discussion to actively engage our target audience. If you have the skills, experience and a captivating digital footprint, kindly apply with related project examples. Desired Skills include: • Social Media Management • Content Creation • Trend Analysis • Millennials Targeting • SEO Knowledge &bu...

I need to extract pricing information and contact details from a Chinese website for market research and supplier contact purposes. - Extracting Contact Details: - The project also involves obtaining contact det...phone numbers, names of suppliers, and any other relevant contact information. - It is important that this data is collected accurately and in a structured format for use in supplier outreach. Ideal Skills: - Proficiency in web scraping and data extraction. - Familiarity with Chinese websites and text. - Experience in market research and supplier sourcing. - Ability to organize data for easy analysis. - Attention to detail and accuracy in data collection. If you have experience in these areas and are comfortable navigating Chinese websites, I would like to hear...

...the lookout for an experienced professional well-versed in quantitative Rietveld analysis and MAUD software. The project demands an in-depth phase analysis of TiO2 (Anatase) post grinding at various time intervals. - The project scope involves advanced microstructural analysis which requires both a strong background in materials science and a deep understanding of X-ray diffraction. - The X-ray diffraction data for all the TiO2 (Anatase) samples is already prepared and will be provided. - I am expecting a detailed report encapsulating complete inquiry outcomes including but not limited to grain size analysis, phase identification, and crystallographic texture. Ideal Skills: - Expertise in Rietveld analysis & MAUD software. - Proficient in X-ra...

...GitHub repository that uses Python for data analysis. I am seeking a Python expert who, after testing the code to ensure it operates correctly, can guide me on how to run it smoothly and effectively. Specifically, I am struggling with: - Algorithm implementation. The successful candidate should have in-depth experience with Python, especially around data analysis, and possess the ability to explain complex coding and algorithm structures in a simple, palatable manner. It would be highly advantageous if the candidate has prior experience with teaching or coaching on code implementation. Mastery in explaining data analysis algorithms is a must. In your proposal, please share instances where you helped others understand Python code, pa...

I'm in need of a skilled developer who can create a chat client-server program . The focus should be specifically on enabling text messaging and group chat functionality. The Language for this project is Python 3 You should write a client program and hence a client process should be running. Also. You should write a server program and hence a server process should be running. Specifically, you must implement two independent applications. One, called chatClient, implements the client component. The other one, called chatServer, implements the server component. You must design your own protocol for the communication between the client and the server. Key Features: Basic Functionalities • Administration Capabilities o A client will start by contacting the server to registe...

I need an efficient and experienced professional who has a good understanding of Google Sheets and data analysis and entry. Specifically, I need: - Creation of PLP by Copying-Paste Data entry. - Searching a Google sheet for specific products that should be on that PLP - Manually adding each product to that specific PLP based on the results from the sheet A full and detailed brief is available.

I am looking to have a PDF fillable form designed and coded to fit specific needs. This project involves integrating text fields, checkboxes, and dropdown menus into the form design. The purpose of integrating custom code into the PDF form is predominantly for customizing its appearance. It would be greatly appreciated if the form design could align with a minimali...The purpose of integrating custom code into the PDF form is predominantly for customizing its appearance. It would be greatly appreciated if the form design could align with a minimalist and clean style. Ideal candidates for this project should have strong skills in both form design and coding. Experience in Adobe Acrobat or similar PDF editing tools and programming languages such as JavaScript, Python, or C# would be b...

...looking for a professional with extensive experience in program managing corporate events management. Your role will primarily involve: - Overseeing the entire process of event planning, execution, and post-event analysis. - Developing sponsorships, partnerships, and planning for the speakers. - Managing logistics, from participant management to event day operations Partnerships and Collaborations: Community Building: Referral Programs: Remarketing: Online Forums and Q&A Sites: Community Engagement: Webinars and Workshops: Customer Retention Strategies: Analytics and Data Analysis: Please, the ideal candidate should have proven experience in similar roles and superior organisational skills. If you are an MBA from India or Pakistan or Philippines, worthwhil...

Hi, we have a project for our course decison analysis. The report is about evaluates three carbon capture technologies—Post-Combustion, Pre-Combustion, and Direct Air Capture—to identify the best fit for specific industrial scenarios. We’ll analyze factors like cost, efficiency, and compatibility with existing systems through a decision tree. The goal is to guide stakeholders in choosing the most effective technology for reducing emissions in their operations. 1. Literature Review: Summarize relevant research and findings on carbon capture technologies. 2. Technology Briefs: Provide a brief overview of each technology, including key features and operational principles. 3. Influence Diagram: Create a diagram that shows how different factors related to carbon capt...

Hi, we have a project for our course decison analysis. The report is about evaluates three carbon capture technologies—Post-Combustion, Pre-Combustion, and Direct Air Capture—to identify the best fit for specific industrial scenarios. We’ll analyze factors like cost, efficiency, and compatibility with existing systems through a decision tree. The goal is to guide stakeholders in choosing the most effective technology for reducing emissions in their operations. 1. Literature Review: Summarize relevant research and findings on carbon capture technologies. 2. Technology Briefs: Provide a brief overview of each technology, including key features and operational principles. 3. Influence Diagram: Create a diagram that shows how different factors related to carbon capt...

I'm seeking a seasoned professional to aid me in launching my new fashion product. Key Details: - **Product Industry:** Fashion - **Target Audie...identify trends, target audience's preferences and competitors - Develop an effective marketing strategy to reach parents effectively - Suggest and implement creative approaches to launch the product Key Skills and Experience: - Proven track record in product launch, specifically in the fashion industry - Familiarity with the nuances of marketing to parents - Strong market research and competitor analysis skills I'm looking for someone who can bring fresh perspectives and innovative ideas to the table. If you believe you have the right experience and skills for this role, I'd love to hear from you. Initially, woul...

I'm urgently looking for a web s...various medical service provider websites. Key Requirements: - Extract doctor names, contact information, medical service details, and additional data such as phone numbers, specialties, and participating plans. - The information should be pulled from three specific websites - Website 1, Website 2, and Website 3. Your deliverable: - The scraped data should be compiled into a CSV format for easy analysis and integration into our system. Ideal Skills: - Proficient in web scraping and data extraction - Advanced knowledge in handling and exporting data formats like CSV - Experience in scraping medical websites or similar domains would be a plus. Please bid only if you can start immediately and provide a quick turnaround on this urgent proj...

I'm seeking a skilled software developer to join our dynamic IT team. The ideal candidate will possess expertise in Perl, Python, and XML/XSLT, and should be familiar with MySQL. Responsibilities: Develop And Maintain Software Applications Using Perl, Python, XML, XSLT, And Database Technologies. Design And Implement Data Transformation Processes Using XML And XSLT. Write Efficient, Clean, And Reusable Code That Complies With Company Standards And Best Practices. Collaborate With Project Managers, Business Analysts, And Other Team Members To Understand The Requirements And Provide Technical Solutions. Perform Database Management Tasks, Including Design, Modifications, And Performance Tuning. Assist In The Integration Of New Software And Systems Into Existing Environmen...

Hello, We are seeking a skilled developer to construct a straightforward pipeline for processing data annotated with multiple categories, including cars, bikes, and number plates. Our project aims to leverage foundational models such as Grounding Dino, SAM, and various visual question answering models akin to GPT-4V (e.g., CogVLM, Qwen VLM). The goal is to enhance existing labels with additional attributes and generate new annotations based on the provided data. Your primary responsibility will be to update existing JSON files formatted in COCO using these foundational models. Detailed instructions regarding the types of modifications and any additional requirements will be provided. This project is initially short-term but has the potential to evolve into a long-term collaboration. We ...

I am in need of a detailed business plan that will effectively lay out the foundation of my appliance repair and used appliance sales business. Key Points: - Geographical Focus: The business will be solely focused on the local area, so the plan should be tailored to ...presence through a storefront. The ideal candidate for this project should have experience in creating comprehensive business plans for similar ventures. They should also have a good understanding of the appliance repair and sales industry. A successful candidate would have the following qualifications: - Proven experience in crafting business plans - Knowledge of the local area, to help with market analysis and competition research - Understanding of appliance repair and sales industry - Strong analytical and writ...

I'm in need ...customizable lighting effects, allowing the user to interact with them via a remote control, and connecting them to an external API. - Deposit Button: I also need a deposit button integrated into the website, to allow users to easily deposit funds. I'd prefer the button to be compatible with PayPal, Stripe and Square. Ideal skills and experience for this job would include: - Proficiency in JavaScript, Python and Ruby - Experience with hardware programming, particularly customizable lighting - Strong understanding of integrating payment gateways, especially PayPal, Stripe and Square - Previous experience in developing IoT devices and remote control systems. If you think you have what it takes to complete this project successfully, please reach out. I...

We are looking for someone who has knowledge in web scraping and building mobile apps. Please do not apply if you don't have experience in both. As we are in the final stretch of our MVP (native iOS and Android mobile app), this individual will help us finish a critical feature in the app (i.e., web scraping) + other small fe...before you submit the bid AND include your time commitment (hours/week) and hourly rate. We will select candidates based on the bids. The detailed SOW will then be shared with the selected candidate/s before finalizing timeline & budget. Acceptance criteria will be provided once we move forward with the selected candidates. Tech stack: Frontend: React Native, Expo, Typescript Backend: Python, Flask, Postgresql APIs: Google Map, Sengrid ...

...with the future API integrations in mind). Manual order (in backend). Basically, I want to be able to look at the sample ratings for each sample order and manually decide on what product to send the user. I will need an easy way to assign sample_order_id to a new product_id (see ORDERS table) Pop-up window for visitors outside shipping region, with email/name collection form. Backend interface to python environment Another page/workflow that makes it possible for me to collect information only (combination of questionnaire and sample rating page, no login strictly necessary). All of these components have been described in the below images, including the database updates. I’m also happy if you want to discuss any better ideas for database structure! Hosting services on GoDad...

I'm looking for a skilled thesis writer who can assist me with a 50-100 page academic project. The project requires: - Extensive research and data analysis - A thorough literature review and a solid theoretical framework - The actual writing of the thesis, as well as editing and polishing The ideal freelancer for this job would have a background or extensive experience in academic writing, especially in the Social Sciences or Humanities. A solid grasp of research methodologies and data analysis is crucial. I'm looking for someone who can not only assist me with the mechanics of writing, but also contribute to the intellectual content and structure of the thesis. This means being able to critically engage with complex ideas and arguments, and to help me shape and...

I'm looking for a skilled Excel expert to w...expert to work on my financial data. The task involves clearing the data and conducting a thorough analysis specifically focused on profitability. Key responsibilities: - Clearing the provided financial data - Analyzing the data based on the profitability metrics Ideal skills and qualifications: - Proficiency in MS Excel, especially in data analysis - Strong understanding of financial metrics, particularly profitability - Attention to detail and ability to ensure data accuracy - Ability to present findings in a clear, concise manner - Previous experience working with financial data is a plus Please note that the data requires thorough analysis. Clarity and precision are crucial as the analysis will be used t...

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Google Play Store Reviews and Sentiment Analysis Website- The website offers a user-friendly interface and provide sentiment analysis of reviews from the Google Play Store. 1. User Module a. User Registration Module To get started, users need to register themselves by providing the following details: Username, Password, Email b. User Login Module- Users can log in to their account by providing their email and password. c. Review Submission Module - Users can submit reviews for apps on the Google Play Store. To submit a review, users need to provide: App Name, Review Description, Rating (1-5) d. View Sentiment Analysis Results Module - After submitting a review, users can view the sentiment analysis results and analysis resul...

I have a set of Excel sheets that need to be transformed into a powerful data analysis tool. The primary purpose of this tool is to provide detailed data analysis in the form of summary reports. Key requirements: - Data analysis: The tool needs to be proficient in data analysis. It should be able to handle the data provided and present it in a clear and concise manner. - Summary reports: The data analysis results should be presented in summary reports. These reports need to be visually appealing and easily digestible for a non-technical audience. - Automated chart updates: When new data is added to the tool, the charts should be automatically updated to reflect these new changes. This automation is crucial to ensure the tool remains accurate and up-to-d...

I require a seasoned Python expert with specific skills in data analysis and scripting and automation. The key tasks will involve working with numerical data to accomplish two prime goals - data visualization and processing/transformation. Direct experience in the following areas is crucial: - Strong Data Analysis: Ability to dissect and interpret complex numerical datasets - Skilled in Scripting and Automation: Can systematically automate data processing and transformation tasks - Proficient in Data Visualization: Capable of creating intuitive visualizations to contextualize processed data Assured understanding of numerical data handling is a prerequisite. If the above resonates with your skills set, feel free to place your bid.

...looking for a skilled freelancer to assist with a project on air pollution modelling using RStudio. The primary tasks for this project include: - Data Collection & Analysis: I need help in collecting relevant data on air pollution and subsequently analyzing it. - Result Visualization & Interpretation: After the data analysis, I require support in visualizing the results and interpreting them. The data that will be provided to you for this task will be in CSV format. Therefore, you should be well-versed in handling and analyzing data in this format. The ideal candidate for this task should have a strong background in data analysis, particularly in the context of environmental science or air pollution. Proficiency in RStudio is a must, as this is the prim...

Hello, Im looking to fix a Python website monitor

I have a database with 200,000 SKU's from retail sales, unfortunately lacking category, subcategory, and brand details. I'm seeking a skilled professional who can assist in mapping these details effectively. Key Deliverables: - Utilize a data matching alg...Utilize a data matching algorithm to automatically map the SKU's with high accuracy (90-95%). - Present the final output in an Excel spreadsheet. Ideal Skills: - Proven experience in data matching and SKU mapping. - Proficiency in using data matching algorithms. - Experience with handling large datasets. Accuracy is paramount for this project, as the mapped details will be used for further data analysis and decision-making in our retail operations. A high level of precision will be crucial in ensuring the effec...

I'm in need of a professional who can help with qualitative analysis of interviews conducted with subject matter experts. Key tasks include: - Conduct thematic analysis - Conducting a thorough qualitative analysis of the interviews - Identifying trends and patterns in the feedback - Gaining insights based on the experts' opinions Skills and Experience: - Proven experience in conducting qualitative analysis - Familiarity with interpreting feedback from industry professionals and subject matter experts - Strong analytical skills to identify codes and themes

...web developer to create a video analysis website tailored towards use by educational institutions. Key Features: - I require the video analysis functionality to operate on a frame-by-frame basis. This is a crucial aspect of the website that will need to be developed. Primary Audience: - The primary users of this website will be educational institutions. It is essential that the website is designed to meet the needs of this audience in particular. Ideal Skills and Experience: - Proficiency in both Strapi and React is essential. I am expecting high standards of UI/UX design, and a smooth, user-friendly experience. - Experience in developing video analysis tools, ideally with frame-by-frame analysis capability, would be highly advantageous. Video Game Ana...

I'm in need of a skilled Python/Java developer who can help me build a full-stack accounting web application. Key aspects of this project include: - **Main Feature:** The most crucial aspect of this accounting web application is its financial reporting capabilities. The financial data will be taken from Excel and XML. There will be financial reports (P&L, Balance Sheet, Cash Flow) and graphs to show the financial status. - **Technology Stack:** I require the project to be developed using Python/Java as the primary programming language. - **Database:** The application should be built using MongoDB for its databases. Ideal candidates should have: - Proficiency in Python/Java and MongoDB. - Experience in developing accounting or financial applications that i...

...project has three core requirements which are: - Lighting Simulation: The room should have a mixed lighting set-up to allow me to see how both natural and artificial lights interact in the space. - Energy Analysis: I'm looking to understand the energy efficiency of the lighting set-up and need to have an in-depth analysis report. - Interior Visualization: I also need a realistic interior design visualization of the room. The room to be designed is of medium size, between 100 - 500 sq ft. Skills needed: - Proficient in Dialux Evo software - Expert in lighting simulation and energy analysis - Ability to create realistic interior visualizations - Strong communication skills with the ability to explain complex concepts clearly This project is ideal for someon...

I have references and I only write the literature review about Sentmaient analysis

I need AWS Lambda function that handles Google signin JWT token and creates a new user in DynamoDB. For Endpoint creation - API Gateway For User auth - Google signin JWT token

I'm in need of an experienced fullstack developer who will help me determine an effective solution for my project. -Proficiency in Python, specifically Django and Flask, and PHP, particularly Laravel and CodeIgniter, is a must. -Despite skipping on certain details, I presume features such as user authentication and database management, plus API integration may be needed. -I haven't chosen a design yet but preferably, I'm looking forward to someone who can contribute to the style discussion. Your experience in multifaceted projects will be a huge plus.

I need Crypto market making bot which is generate Volume without any loss. I need python code means I can run on AWS cloud. I have one code if you do changes on that then that's also Okay for me.

I'm in need of a skilled developer who can help me with my entire software lifecycle. The project will involve implementing SonarQube analysis, setting up a Dastardly pipeline, running vulnerability tests with Snyk, and integrating Slack notifications for progress updates. Key Responsibilities: - Configure SonarQube analysis: You'll be responsible for setting up and configuring the SonarQube analysis tool to ensure that our code quality meets our standards. - Develop the Dastardly pipeline: Your role will involve creating a robust, automated pipeline to streamline our software development process. - Run Snyk vulnerability tests: You'll be expected to run Snyk vulnerability tests to identify and mitigate potential security risks in the codebase. - Integr...

I'm looking for a concise analysis of a company with a focus on assessing its strengths and weaknesses. This report should include: - A brief history of the company - Analysis of the overall business strategy - Identification of the company's strengths and weaknesses The primary goal of this research report is to provide me with a clear picture of the company's current position in the market and potential difficulties theyre facing and how to combat it. Ideal Skills: - Research and analysis capabilities - Strong understanding of business and finance - Excellent written communication skills - Ability to present information in a clear, concise manner - Experience in crafting research reports, specifically company analysis Prior experience in c...

...keep track of international hot issues, and have unique opinions and convincing evidence Integrate data from various sources to create clear and actionable reports, supporting decision-making processes Stay informed about international current affairs and contribute to the development of organizational strategies Provide targeted insights and recommendations for specific projects based on the analysis of international events Qualifications: Bachelor's or Master's degree in International Relations, International Development, or related fields Military experience is preferred Work experience in public sector Strong analytical and critical thinking skills, providing feasible recommendations Excellent written and verbal communication skills, with the ability to art...

I'm in need of an original Scheme language interpreter tailored specifically for Windows. This tool is to be primarily used for educational purposes, hence it should be user-friendly and efficient. A command line interface is sufficient for this tool. Must be written using python. Please include small simple technical report and simple design schematic. Ideal Skills: - Proficiency in Scheme language - Experience in developing Windows applications - Understanding of educational software design

For t...project, I need a proficient python developer with expertise in AI and human-computer interactions. I aim to implement AI probing into cyber-physical systems with a focus on human error analysis. Key Responsibilities: - Design and develop algorithms using Artificial Intelligence for cyber-physical systems. - The AI project will be implemented on a desktop computer. - The primary task is to conduct a comprehensive human error analysis, understand user behaviors in different scenarios, and generate actionable feedback. Ideal Skills & Experience: - Strong Python programming skills. - Deep understanding of AI, Machine Learning. - Expertise in Human-Computer interactions. - Experience with cyber-physical systems. - Background in HCI research, particular...

Hello I am looking for a python code to scrape a large number pages and save them as html. In order to get to the page to save, you must click a radio button, submit, and then enter a string of numbers, then submit and then save the html. If the string entered provides an error then you must skip to the next iteration. There is no human verification. I already have a version I made myself that works with Selenium, however I need to increase the speed, so I am looking for someone to see if its possible to do this without even opening a browser and possibly using direct call methods (get, request, cURL, response, JSON?). It should be a simply project for someone who knows how to do this. Please enter the result of 3+2 for your message to be received.

...the best-fit programming language for my project, you are given the flexibility to choose between Python, JavaScript and Ruby, based on your expertise and the bot's needs. 2. Required Functionality: I'm not certain about all the functionalities needed yet. Hence, I expect you to suggest essential attributes during development, keeping in mind a bot that can handle referrals efficiently and incorporate an earning system. 3. Bot Purpose: The primary purpose of this bot is to encourage users to refer and earn rewards. It must be able to streamline this process, making it user-friendly and effective. Ideal skills and experience: - Past experience in coding telegram bots - Proficiency in Python, JavaScript or Ruby - Excellent understanding of referral functions ...

I'm looking for a skilled Python programmer to improve the functionality of my code which automates downloading and generating reports from a specific website. Key requirements include: - Deep understanding of Python and proficiency in code repair and maintenance. - Experience with highly efficient report generation. The goal is to improve quality of code and reduce the time it takes to generate and download these reports. - The ability to critically analyze existing scripts and identify potential optimizations. The task will be considered successful when our report generation process is noticeably faster and more efficient. Having experience in similar projects is a plus.

...contingent labor and excessive labor costs, primarily for hospitals and clinics. Required Skills & Experience: - Strong background in data analysis - Proficiency in healthcare-specific data insights, particularly pertaining to labor costs - Experience working with hospitals or clinics - Expertise in contingent labor cost analysis Services and Delivery: While I am not currently specific in how advisory services will be delivered, the ability to provide flexible consultation models (e.g., both on-site and remote) is highly desirable. Job Scope: - Establishing the foundation of the company - Providing necessary tools and algorithms for labor cost data analysis. This project requires a deep understanding of healthcare data and the ability to translate that...