Google.appengine.api python installemplois
We are currently seeking a skilled Python developer to work as an external contractor on an hourly basis. The primary responsibilities will include developing a custom customer database tailored to our needs, where we can input various data such as photos, contact details, resumes, etc., and leverage machine learning algorithms for analysis. Additionally, there will be tasks involving automation and training and fine-tuning of models using tools like OpenAI's GPT-3, specifically Whisper. Key Responsibilities: Design and develop a specialized customer database for efficient data management. Implement machine learning algorithms for data analysis and insights generation. Create automation scripts for repetitive tasks. Train and fine-tune models using Whisper (OpenAI) with our o...
I'm seeking a Google for Education developer to customize the platform for our specific needs. - I need scripts to automate attendance tracking, generate custom reports, and customize the notification system. - I want to explore enabling non-domain users to function as teachers. - A master calendar feature is also required. It is somewhat critical that non-domain teachers can access the platform. The ideal candidate will have extensive experience with the Google for Education platform and be proficient in scripting and UI customization. The ability to work with a diverse team and understand the educational needs of teachers would be a strong advantage. Please share your experience in this area and how you would approach this project. Thank you.
...information based on user roles, ensuring that each user can only view the information relevant to their role. **Communication Options:** - Integrate features to send team emails directly from the application. - Enable real-time chat functionalities within the platform for instant communication among team members. - Implement SMS functionality for notifications and alerts. - Integrate with WhatsApp API to enable communication via WhatsApp messages. **Timestamp Functionality:** - Develop timestamp functions for each team member to track their activities and contributions. **Summary Feature:** - Implement a summary feature for administrators and special users to provide insights and analytics about team activities, task progress, and overall company performance. **Key Responsib...
I am seeking an individual expert in Google AdWords to help me resolve some existing issues with my campaigns and add a few new ones. Here's a summary of what's required: - Refresh campaigns: I have 4 to 6 campaigns that are in need of a comprehensive refresh. - Add new campaigns: Along with improving the existing campaigns, new ones need to be developed and implemented to boost our exposure and results. Ideal skills: - Strong proficiency and proven track record in managing Google AdWords Campaigns - Creative thinker, able to brainstorm and execute new campaign ideas. -An individual with adwords experience NOT a Google Adwords Organization Your bid should reflect your competency in these skills, as well as your ability to deliver prompt results. If succe...
I'm looking for an experienced Python developer with in-depth knowledge of the Tkinter library to help me integrate an independent module into my main code. Key Responsibilities: - Integration of a standalone Tkinter module into the main code - Utilizing library functions for seamless integration - Ensuring the final product is a functional and cohesive application Ideal Skills and Experience: - Strong background in Python programming - Proven expertise in working with Tkinter library - Prior experience in integrating separate modules into larger applications - Familiarity with various library functions and their applications - Excellent problem-solving and debugging skills It's crucial that the freelancer I choose is able to work independently and deliver a high...
I'm looking for a developer to create a simple, intuitive CRM system tailored for my handyman business. Essentials for this project are: - A comprehensive Customer database - Appointment scheduling feature - Efficient Task management system Integration with WhatsApp is a must, and should include the ability to: - Send automated messages - Receive and reply to messages Additionall...ability to: - Send automated messages - Receive and reply to messages Additionally, the system should have an interactive order form where customers can provide: - Service options - Quantity/measurements - Preferred date and time - Price per item Ideal candidates for this project will have proficiency in CRM development, an understanding of the service industry, and experience with WhatsApp API...
I'm in need of a developer to craft a market maker bot for Solana memecoin trading on the Raydium DEX. This bot should aim for a market cap increase via intensive buy and sell operations. Key Requirements: - Experience with Solana-based Dapps and developing trading bots. - Familiarity with Raydium DEX's API and interface. - Can implement a market-making strategy focused on aggressive buying and selling. Desired Skills and Experience: - Strong background in Solidity or other Web3 compatible languages. - Experience in working with DEXs, preferably Raydium. - Understanding of cryptocurrency market mechanics. - Ability to work under tight deadlines. This project will need continuous optimization and potential for ongoing work for the right candidate. Therefore, familiari...
I'm looking to create an engaging education website inspired by the reference provided. The website should have a modern, user-friendly design and include the following key features: - Integration of ChatGPT API to offer interactive communication and support. - A sophisticated quiz system that supports automatic grading, provides feedback, and can handle various question types (multiple choice, true/false, short answer, etc.). To ensure the success of this project, I'm looking for someone with: - Proven experience in web development, particularly with educational platforms. - Expertise in integrating third-party APIs, with a focus on AI-driven chat services. - A portfolio showcasing previous work with interactive websites, especially those that include quiz or testing f...
I am seeking a skilled React developer to design and build an informational website with an admin backend that is fully responsive, and functions as a web-app. As the content provider, I will give you text, images, live prices, and stock prices API to incorporate into the site. I want to go away from wordpress. Ideal Skills & Experience: - Proficiency in JavaScript, HTML5, and CSS3 - Extensive React.js experience - Experience in building responsive web applications - UI/UX Design knowledge - Experience in working with real-time data, specifically stock prices - Familiarity with admin backend setups. The main goal of this project is to deliver a platform that clearly and attractively displays informational content to users. Your role involves structuring and elegantly presenti...
Note my budget not more 20$ I'm looking for a skilled developer who can build an open-source LLM chatbot model using , with integration to the Ethereum blockchain. Key Requirements: - Create an LLM chatbot model with : I need a chatbot that can engage in conversations, learn from them, and improve over time. The chatbot should be able to be trained by users on various topics. - Integration with Ethereum: The chatbot should be able to interact with the Ethereum blockchain. This could involve transactions, smart contracts, or other blockchain capabilities. Please note that I haven't specified the exact level of complexity I'm looking for, so I'm open to discussing this with potential freelancers. Looking forward to your proposals.
I'm looking for a skilled professional who can help me with a data analysis project. The project includes a variety of tasks such as Index Development and Justification, Data Selection, data cleaning, Multivariate Analysis, Normalisation, Weighting and Aggregation, Link to Other Indicators, Vi...data cleaning and normalization - Strong knowledge of multivariate analysis - Ability to create visual representations of data - Experience in version control of analytical work The specific data you'll be working with is open to your choice. Your expertise in selecting, cleaning, and analyzing the data will play a key role in the successful completion of this project. Needed strong knowledge of python and use of GitHub and virtual studio. Selected candidate will get more informat...
Hello, every time I send campaigns what I want is to develop a script that works with API that you can configure, for example, emails that I sent on March 1, I sent it automatically on April 1 and it tells me, example, in the month of April, x amount was sent. of choreo. I want an easy to use interface
...based on GPS coordinates - Each land should be capable to hold information about it (fertilizing, used machinery, ...) - Utilizing the Sentinel Hub satellite maps API - Showing normal map layer - Providing a feature for customers to create a vegetation index analysis - Showing real-time weather forecast information through a widget - Export analysis to shapes for different terminals in tractors and machinery The application will have different logins for different customers. Ideal skills and experience for this job include: - Proficiency in web application development - Experience with satellite maps APIs, specifically Sentinel Hub API - Familiarity with data analysis, particularly in creating vegetation index - Knowledge of integrating weather forecast widgets into web...
I'm seeking a skilled freelancer to create and manage a performance-driven Google Ads campaign with an emphasis on video content. The primary goal is to generate leads, so experience in that area is essential. Key Requirements: - Expertise in Google Ads and video content creation. - Strong understanding of lead generation strategies. - Ability to track and report campaign performance. Note: The target audience is Gmail Audience, so that We have to get YT Ads for those Gmail Audience, with Custom Audience @ Google Ads Campaign creation.
I'm looking for an expert who can integrate data from three platforms into my Laravel PHP ERP system. These platforms include Xero, and Sage accounting. Given these specific platforms, a freelancer with experience in working with them would be ideal. Additionally, PHP Laravel ...updates. - Custom Reporting: Tailored reports based on the data received from the platforms. - Error handling and Data Validation: Ensuring data is validated with robust error handling procedures. Given that I skipped indicating the specific data, your proposal should outline a solution for an All-in-One integration, that is ready to extract and integrate any type of data. High proficiency in API integration, backend development, PHP, Laravel and understanding of accounting systems are ideal skills fo...
My project urgently requires an expert in C#, Azure, and DevOps. The three main...an application with functionalities such as user authorization and authentication, database integration, and API integration with other systems. 2. Azure Deployment & Management: - My project is centered around using Azure Resources, specifically focusing on the implementation of databases and storage accounts. 3. DevOps Practice Implementation: - I need assistance in establishing streamlined DevOps practices for efficient and effective workflow. Ideal candidates should possess extensive experience in C# programming, Azure resource management, and the practical application of DevOps methodologies. Strong knowledge of user authentication processes, database integration, and API integ...
...issue with our outgoing email being blocked, and I've been told that we need to authenticate. We're using Google Workspace for our email service, and I don't know if we are doing it correctly. Key Points: - I'm not sure if we are using a third-party email service provider. - We're using Google Workspace for our email service. - We have not made any changes to the email settings or configuration recently. I need someone who can help me: - Confirm if we are using a third-party email service provider. - Ensure that our email authentication is correctly set up. - Resolve the issue with our outgoing emails getting blocked. Ideal Experience and Skills: - Extensive experience with Google Workspace email setup. - Deep understanding of email au...
...de alto valor. Para ello hacemos campañas de publicidad en Meta, Google Tik Tok... y convertimos a los leads interesados en citas a través de nuestro propio sistema. Estamos buscando un Media Buyer que se encargue de crear y optimizar las campañas de pago de generación de leads, principalmente en Meta y Google, aunque también utilizamos otras plataformas como Linkedin y Tik Tok. Además, es imprescindible que tenga ciertas habilidades creativas para crear los diseños de los anuncios en formato imagen y vídeo. Mínimo que sepa utilizar de manera profesional plataformas como Canva o CapCut. Funciones: - Creación, lanzamiento y optimización de campañas de pago de nuestros client...
...program to do this automatically, and not to download all files manually. • You can use the sec-edgar-downloader (https://sec-edgar-downloader.readthedocs. io/en/latest/) package in Python for ease or other similar packages. Task 1.2: Text Analysis • Note: You have to submit ONLY – The program is used to merge data, clean data, perform analysis, and generate visualization. The main task for this part is to conduct text analysis using LLM API available for free. • There are a few services that provide LLM inference API along with some free credits to use. You don’t need to use any paid service. • Use LLM inference API to gather some information or generate some insights from the 10K filings for a given company. • note: we...
Hi please let me know if someone is able to finish a project with PHP and do me a web app panel for api calls on servers, and also email automations.
I need an experienced Shopify app developer to create a specialized app for me. This app should have the following functionalities: 1. Select the Order Date and time slot in the local delivery 2. Select the store pickup address for order 3. Very Pincode for local develiry is available or not this pincode? Require Skill - Shopify Order Edit - Shopify Webhook - REST API - Node.js and React.js - MySQL and Postgres - Javascript, HTML, CSS, Jquery A critical feature I require is the ability to gather specific information with each order. This should include: - The ability to select an order date via a calendar date picker. - Collect and record this order date. Ideal candidates for this project should be experienced in the development of Shopify apps, with a parti...
As the owner of a website on Hostinger, I require a professional with vast experience in Cryptocurrency payments and integration to implement a CryptoCloud payment solution. This is geared towards introducing a comprehensive payment solution for my customers across multiple coins. Th...service into my website. - Configuring the service to accept Bitcoin, Ethereum, and other cryptocurrencies. - Ensuring secure and robust transactions and payment processes. - Documenting all changes and developments for future reference. Ideal Skills: - Proven experience in the implementation of CryptoCloud services. - Extensive understanding of BitPay, CoinGate, and CoinPayments. - Knowledge of API integration in Hostinger. - Proficiency in cryptocurrency transactions. - Robust understanding of web...
I'm in need of a proficient Hugging Face professi...need of a proficient Hugging Face professional to set up an Inference Endpoint for my photoMaker model on AWS. The main goal is to enable users to generate images from text descriptions through the model's API. Key Responsibilities: - Deploy the photoMaker model on AWS and establish an Inference Endpoint. - Ensure the Inference Endpoint is secure, scalable, and performs efficiently. - Implement the API functionality to allow users to generate images from text descriptions. Ideal Skills and Experience: - Proficiency in Hugging Face and deploying models on AWS. - Strong understanding of API development. - Experience in setting up secure and scalable Inference Endpoints. - Knowledge of image generation from ...
...(approximately 50 pages) to WordPress. The main goal of this migration is to improve the site manageability, SEO, and security. I have a new design for my website that has already been created. Key Responsibilities: - Migrate the entire website content, ensuring all functionalities and features are correctly transferred. - Implement best SEO practices while migrating to WordPress, and recommend and install necessary SEO optimization plugins. - Ensure the security of the website by recommending and integrating proper security plugins. - Implement performance optimization plugins to enhance the overall functionality and speed of the site. Ideal Skills and Experience: - Proven experience with website migration to WordPress, including content, functionalities and features. - In-de...
...applications for a skilled Salesforce Developer to assist in migrating our Adult Education Department (GED and ESL Programs) to the Salesforce Education Cloud. The goal is to develop a Minimum Viable Product (MVP) by the end of May, utilizing the current grant year's funds effectively. Project Requirements: Data Integration: Implement data import functionality from Ellucian Colleague to Salesforce via API. Automate student ID generation and demographic data push to Salesforce upon student initiation of the enrollment process. Experience Cloud Site: Develop a system for students to receive an email enabling them to log into Salesforce to complete their application once their data is imported. Document Management: Enable students to upload necessary documentation such as Pho...
I'm looking for a skilled developer to integrate Zendesk API with a database and create a system for data calculation. You need to be able to handle form made in PHP. Key Responsibilities: - Utilize Zendesk API to enable ticket creation - Develop an input calculation system that involves complex mathematical operations - Design and code the form and language switcher Ideal Candidate: - Proficient in Zendesk API - Extensive experience in database management - Skilled in developing input calculation systems involving complex mathematical operations
I'm in search of a talented and experienced individual who can assist in developing a Quantum Machine Learning model with a particular focus on optimizing computational time. Key Requirements: - Proficient in Quantum Machine Learning: You should have prior experience in developing ML models using quantum computing techniques. - Python Programming: Solid understanding and experience with Python are essential as you'll be implementing the model predominantly using this language. - Numerical Data Handling: The model will be working specifically with numerical data, so prior experience in this area is a plus. The primary aim of this project is to reduce the computational time of the Quantum Machine Learning model. Your expertise in this area is crucial, as we're ...
...CSS and Vue.js for frontend tasks to enhance my webapp's functionality. Key Task: - modify and automate Facebook sharing validation. Job Features: - Implement an auto-validation function using Facebook API to verify whether a shared content from the webapp to Facebook has actually been posted. - link this validated action with a coin reward function within the webapp. The goal is to validate if the content was actually reshared by our user before our system award them coins Required Skills : - Expertise in PHP Laravel, Tailwind CSS, and Vue.js - Proven experience with Facebook API - Familiarity with developing reward mechanisms within a webapp - Strong attention to details - Excellent problem-solving skills This role ideally suits a developer committed to provi...
...seeking a highly skilled freelance Web Developer to undertake an innovative project involving the development of a Google Maps overlay application. The application will be used to manage and display events, with functionalities tailored for two different user types: commercial users and normal users. This project will integrate advanced features including user authentication, payment processing, and dynamic interaction with the map. Project Details: Development of Two Different Forms: Create user-specific forms for event entry. Commercial users' forms will include membership management and payment functionalities. Google Maps API Integration: Utilize Google Maps JavaScript API to overlay event data on a map, employing custom markers and interact...
We are looking for an AI expert to train us in the deployment and fine-tuning phases...an AI expert to train us in the deployment and fine-tuning phases of an AI model. The Training session will need to: - Provide comprehensive training on AI model deployment and fine tuning. - Ensure focus on enhancing performance and improving accuracy. - Propose innovative approaches for creating new features. Ideal Skills and Experience: - Proficiency in AI and ML concepts. - Familiar with Python, TensorFlow, and PyTorch. - Experience in deploying multiple types of AI models, with expertise in Natural language processing models, Mathematical models and recommendation system models being a notable advantage. Please note this project primarily requires guiding and training, not actual execution...
Note my budget not more 20$ I'm looking for a skilled developer who can build an open-source LLM chatbot model using Python, with integration to the Ethereum blockchain. Key Requirements: - Create an LLM chatbot model with Python: I need a chatbot that can engage in conversations, learn from them, and improve over time. The chatbot should be able to be trained by users on various topics. - Integration with Ethereum: The chatbot should be able to interact with the Ethereum blockchain. This could involve transactions, smart contracts, or other blockchain capabilities. Ideal Skills and Experience: - Strong Python knowledge: Essential since the chatbot will be built using Python. - Experience with building chatbots: Previous experience building chatbots, espe...
I am looking for a skilled developer to enhance my site by integrating Google Meet API functionalities. The ideal candidate will be responsible for creating a seamless connection between our site and Google's services, enabling automated event management and notifications. Key Responsibilities: • Develop and integrate a feature to create Google Calendar events directly from the my platform. • Implement a system to receive push notifications on my site when an event is canceled. • If feasible, establish a method to generate and retrieve Google Meet links for these events. Requirements: • Proficiency in API integration, especially with Google APIs. • Understanding of authentication mechanisms, specifically bearer t...
I need a highly skilled Python developer to work on creating automation scripts. Your work will involve: - Developing scripts for task automation within other software. Desired skills and experience: - Proficient in Python scripting language - Proven experience in automation scripting - Capable of integrating scripts with various software platforms. Previous work on similar tasks would be advantageous. Please include any relevant examples in your proposal. I look forward to seeing the innovative solutions you can offer to enhance my project.
...learning and comparison process. Preferred Skills: Proficiency in WordPress development, including plugin creation and integration. Experience with audio processing and analysis, particularly in the context of voice recognition or comparison. Strong knowledge of programming languages such as PHP, JavaScript, and possibly Python for audio processing algorithms. Familiarity with audio libraries or APIs for voice recording and comparison, such as Web Audio API or SpeechRecognition API. Ability to collaborate effectively with our team to understand requirements and integrate the system seamlessly into our existing platform. If you have the expertise to develop a robust WordPress audio learning and comparison system, we invite you to submit your proposal. Please include...
I need an experienced developer for building a Gmail email scraper/notifier. The ideal candidate should have ...application grid. - The information to display on each card will include part of email body, phone numbers and web links. The phone numbers should be displayed in a clickable link format so that they seamlessly work with a soft phone application like RingCentral without need to use their API. Emails containing web link will have the option to automatically open the link in new tab in default browser. Skills required: - Proficiency in data scraping - Experience with Gmail API - Excellent knowledge in Python or any other similar coding language - Understanding of UI design for user-friendly display - Knowledge of link formations for phone numbers to work with...
Need SEO and google ads service for website to improve rank and traffic
Small update to the android app. Change the payment gateway "cryptomus" to stripe. After that. Compile the code to obtain the apk version and an .aab version that will be used in the Google Play Store. In turn, upload the updated code to the app server. Send me the updated source code as well. The app is made on react Native, and the backend is Python. All the API's are made on Python. Maximum budget $300
Warning: This project is for advanced developers. Those that can read complex code structures - I mean it. You must be able to understand ReactJS but also understand a large existing project with little help from me. We're looking for a full-time programmer who is hard working, honest, and enj...experience do you have? Read this job description carefully, as it serves as an indicator to me if you pay attention to detail. The project consists of connecting to a Drupal project via REST endpoints. We're saving data to the PWA using IndexedDB, encrypting sensitive data, and by default refreshing the UI only when there's new data via push notifications (which come from the server using Web Push API), we're also using Android to load the PWA. Is this something you&#...
I'm looking for a Python developer to assist with web scraping and script automation tasks. Key Responsibilities: - Web Scraping: You need to be proficient in web scraping techniques using Python, specifically with BeautifulSoup. The task will involve extracting data from websites. - Script Automation: Automating repetitive tasks will be another key aspect of this role. Experience in automation is a must. Ideal Candidate: - Proficient in Python with experience in Flask and BeautifulSoup. - Prior experience in web scraping and automation. - Detail-oriented, with the ability to follow instructions carefully. - Open to both experienced professionals and newbies with a strong grasp of Python. Looking forward to hearing from you.
I am seeking a proficient ...proficient AI expert for the installation and setup of Autoclaude in a Google Collab notebook. The main purpose of this setup is to have Autoclaude effectively generate Python codes. (MAYBE ALSO: Auto GPT, Reworkd Agents, must be able to either write code or execute code) Installation capabilities should include: - A seamless and efficient setup process for Autoclaude - An understanding of handling GPT models, particularly Autoclaude Functionality requirements: - After installation, Autoclaude should generate Python codes successfully within the Google Collab notebook Ideally, you should also be adept at writing files to space without any issues encountered. An understanding of Google Collab notebooks and proficiency i...
I'm looking for a talented Flutter developer who can create a box drop name API for a food delivery-like application. We want the app to be available on both iOS and Android platforms. The main requirement of the project is to : - Develop an API for a box drop feature. Ideal skills and experience: - Proficiency in Flutter and API development. - Experience in creating apps for both iOS and Android. - Understanding of food delivery systems or similar platforms. Time Frame: - Completion is required as soon as possible. The sooner the project is done, the better. Also note that, as the cook and delivery partner are going to be our clients, the app should be user-friendly and intuitive. Kindly raise a proposal only if you can adhere to the tight time frame. Lo...
Project Title: Revit API Plugin for Rebar Waste Reduction and Reuse Project Overview: We are looking for a skilled developer to create a custom plugin using the Revit API that will help identify wasted steel rebars within a Revit project and suggest potential reuses based on matching rebars of equal or shorter lengths. Project Details: The goal of this project is to develop a Revit plugin that automates the process of identifying wasted steel rebars (already listed in a Revit schedule) within a Revit project. The plugin should then analyze the project schedule to find other rebars of "equal or shorter" lengths that can benefit from using the wasted ones. If you are interested in this project, please provide examples of previous Revit API development work a...
...create an API connection between Zapier/google sheets and Hubstaff. Our end goal is to automate the creation of client, project and geofence locations in Hubstaff whenever a row gets filled with data in google sheets, essentially populating Hubstaff with the same jobs as what is in google sheets. Currently I have an automation which copies the job name and location from into a google sheet so I am hoping you are able to set up an API that can read this Google sheet and create a client, job, geofence location (100m radius)m Select all team members, automatic timer to start and stop upon entering/leaving radius. Key Project Requirements: - Transfer of job details and customer information from Zapier to Hubstaff. - A good understanding o...
Hi Remi A., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
My google business profile "Shifting Experts Dubai" got suspended every time whenever we tried to list it on Google. Also tried to add video verification but was still unable to verify. link of profile is: I'm facing a challenge with my Google My Business profile. The issue is with the address verification process; I've attempted video verification but it appears not to have been successful. I'm in the service-based industry, meaning I'm not a physical storefront or retail store. It's critical to my business that I have a fully functioning Google My Business profile. Your role will be to help me address this issue and ensure my profile is fully verified and operational. Ideal Skills and Experience: - Proven track reco...
I'm looking for a specialist capable of conducting image classification for facial detection using the YOLOv9 model on Colab. The primary g...images. The key tasks include: - Implementing YOLOv9 model on Colab for image classification - Prioritizing faces as the main class for identification and categorization - Enhancing the model to increase its detection degrees of accuracy - Ensuring the solution is scalable and effective The ideal candidate should have robust skills in: - Python programming - Deep Learning (specifically convolutional neural networks) - Proficiency in Google Colab - Prior hands-on experience with YOLOv9 or similar models. Please note that the work does not require detection and classification of specific facial features. It's all ab...
I require a knowledgeable coder who can provide an aggregate review snippet in JSON for my services, optimized for Google. The key requirements for this project are: - You should have a proven experience in creating and implementing JSON structured data. - You need to have a deep understanding of rich result snippets, and be able to ensure they meet Google's guidelines. - You should be able to work with the reviews we have already collected. In addition to these, any experience with digital marketing or SEO will be considered a plus. The intended end result is a rich result snippet that enhances visibility and drives traffic to our services when searched on Google.
I have a sizeable Google Sheet containing pupils' names and their corresponding grades, each in a single row. I need a script that enables a user to input a unique pupil ID to look up their information, displaying only that specific row. The script should also include the following functionalities: - Show a direct link to the data in the selected row on another sheet, namely 'mywork sheet'. Ideal Skills and Experience: - Proficiency in Google Apps Script. - In-depth understanding of Google Sheets functionalities. - Experience in creating interactive scripts for Google Sheets. - Ability to build clear user interface for data lookup. - Familiarity with data linking across sheets. And in my words below I have a list of names on a Google she...
I require an expert in Python to assist in finding an open source language model that can succinctly summarize a JSON containing a series of statistics. Although it wasn't explicitly stated, let's prepare for interpreting both numeric and textual statistics.
