Time series analysis in python with statsmodels punët
...using *JavaScript* or *Python*. 2. Extract all links from the HTML content within the IFRAMES and compile them into a list. 3. From this list, generate a *unique list of links* (remove duplicates). 4. Associate each link with an image so that clicking the image will redirect to the corresponding URL. 5. Host the application on my domain, ensuring it's easily accessible online. I believe this project may require a *web crawler* or similar scraping technology to efficiently collect and process the data. *Deliverables:* • Fully functional application/script. • Hosting setup and configuration on my domain. • Documentation on how to use the application. *Skills Required:* • Proficiency in *JavaScript* ...
I am looking for a Shopify + Wordpress developer with specific expertise in custom theme development. The ideal candidate will have experience wokring in the US West Coast time zone and be available for full-time work. Specific requirements for this project include: - Custom theme development for Shopify and Wordpress - Familiarity with app development for Shopify & plugins for wordpress - Store setup and configuration - INSTANT communication availability (as we have only teamwork-based tasks, not work-at-your-own-pace). Only individual freelancers please, no teams/agencies. In order to separate spammers from real candidates, if you agree with this statement please write it on top of your bid: "I am available to work in...
I'm looking for an experienced Python developer to help implement real-time server-side rendering without using JavaScript. This project will primarily focus on handling dynamic content (for instance, this could be a countdown, a clock, or a real-time data stream). Your main responsibilities will include: -Rendering dynamic content in real time. -Managing various user interactions simultaneously in real time (for instance, this could involve two or more endpoints, such as /settings, where content remains synchronized without causing multi load) Ideally, you should have a strong background in Python and server-side development, along with experience in real-time data handling and server-side rendering...
I'm seeking a professional with a MS or PhD in Psychology to analyze personal journals and artwork of an individual and develop a comprehensive psychological profile. Key Aspects: - Emotional State: Understanding the feelings and moods expressed in the writings. - Personality Traits: Identifying consistent characteristics and qualities of the individual. - Behavior Patterns: Observing recurrent actions and responses. - Identify prevalent cognitive themes and thought patterns. - Analyze motivations and goals conveyed in the journals. - Examine descriptions of social interactions and relational dynamics. - Detect signs of stress and coping mechanisms. - Observe approaches to conflict resolution and problem-solving. - Assess the individual's self-percep...
I need a creative designer to create 13 visually stunning and engaging horizontal (18 by 24-inch) posters within a month. Purpose: - The posters will be used for educational or informational purposes. Target Audience: - The posters should appeal to both adults and children. Style: - The design should be fun and playful. Ideal Skills: - Graphic Design - Adobe Creative Suite - Understanding of educational content - Ability to create engaging content for all ages.
I'm in need of a versatile full-stack developer for my retail startup based in Warsaw, Poland. You might be the only developer in the team, hence, a comprehensive knowledge and experience is required. Key Responsibilities: - Create and support the project code. - Clean and optimize existing code. - Work on a project basis, with a potential for extension depending on the growth pace of the startup. Essential Skills: - Proficient in JavaScript, TypeScript, JSX (React), PostgreSQL, GraphQL, basic Python. - Experienced in building and deploying technologies: Webpack, Docker, Kubernetes. - Familiar with libraries: Express, Material UI, React, React-Router, Cheerio. - Russian language proficiency is a must, English is not required. ...
...AI receptionist service. This project requires a web app with a LAMP stack frontend, a PHP + MySQL backend, and the receptionist service powered by Twilio + Python, utilizing the OpenAI realtime API. Key features of the AI receptionist: - Basic inquiries handling using a knowledgebase provided by the customer - It should be able to book calendar appointments using the customer's Calendly (Calendly API may be required) - Support multiple languages (Realtime API should be able to do this automatically) Key features of the web app: - It should allow the user to purchase a phone number from Twilio, log information in MySQL database - It should allow the user to choose a service plan / price and pay with Stripe, log these transactions in MySQL data...
I need python expert for optmization my code Start your bid with NOW to be considered
...model, similar to freepik, with a strong emphasis on generating images from text. Key features required: - A robust image generation capability from textual descriptions, prioritizing this aspect above all others. - An efficient system for categorizing different faces from images. - The ability to generate stories and videos using the LLM. - A mechanism for training with new custom datasets. - An intuitive image editing tool for refining generated images. This should be coded in python. The model should be able to generate a diverse range of images, including cartoons and photorealistic images. Ideal candidates should have: - Extensive experience in LLM model development. - Strong web development skills, particularly in building custom sit...
...application that leverages the power of multiple or single AI models for conducting in-depth third-party research. This application will be used by our internal operations team to efficiently gather information on potential clients and partners. Application Development: Design and develop a user-friendly web application or interface. Integrate and manage multiple AI models (e.g., for natural language processing, data analysis, sentiment analysis) within the application. Research Functionality: Develop functions for: Keyword-based searches and filtering across multiple data sources. Generating concise summaries of research findings using natural language processing models. Identifying and categorizing relevant information with the help of AI-powered classifi...
I'm looking for a skilled developer to create a Python-based bot for my Roblox server. The bot should perform several crucial tasks to facilitate trading in-game collectibles. Key Features: - Send a private server link that I can modify. - Notify users that it's a bot and prompt them to send a trade. - Once a trade is accepted, the bot should send the exact items that were purchased. - Accept the trade and send a thank you message. Important Considerations: - The bot should prevent users from rejoining to receive duplicate items. - Eliminate potential small bugs that could disrupt trading. Ideal Skills and Experience: - Proficiency in Python and working with APIs. - Prior experience with Roblox Lua is a plus. - Understanding of in...
...seeking a seasoned fleet consultant with expertise in Total Cost of Ownership (TCO & TCM) analysis and optimization. The goal is to thoroughly assess all aspects of TCO including acquisition, operating, and disposal costs. Key Areas of Focus: - Comprehensive analysis of acquisition costs - In-depth examination of operating costs, with particular emphasis on fuel expenses, maintenance and repairs, and insurance costs - Evaluation of disposal costs - Join TCO analysis with Tax optimization Ideal Skills and Experience: - Italian Market knowledge - Extensive experience in fleet management and TCO analysis - Rental car contracts experience - Proficiency in understanding and interpreting complex data - Familia...
I'm looking for a professional who can conduct thorough market research, with a focus on competitive analysis. The main aim of this project is to understand my market position in relation to my competitors, identify any potential threats, and uncover opportunities for growth. The ideal freelancer for this project should have: - Extensive experience in market research and competitive analysis. - Strong analytical skills to interpret data and provide actionable insights. - Excellent communication skills to present findings in a clear and concise manner. Please provide examples of previous similar projects you've completed.
I'm looking for a freelancer who can process an e-commerce dataset using the Apache Spark ML API in a Jupyter notebook. The main aim of this project is to generate insights and analytics related to customer behavior, sales performance and product trends. Key requirements: - Proficient in using Apache Spark ML API - Experienced in Jupyter notebook - Able to analyze e-commerce datasets - Capable of providing insights on customer behavior, sales performance, and product trends - Able to deliver raw processed data and summary results as the final output The final deliverable of this project should be the jupyter notebook and spark application code, which will be ready for further use.
I need a traffic light control system designed for an urban environment, managing both vehicle and pedestrian traffic. The system should include: - Traffic flow optimization: Ensuring smooth and efficient traffic movement. - Adaptive signal Control: Th...traffic light control system designed for an urban environment, managing both vehicle and pedestrian traffic. The system should include: - Traffic flow optimization: Ensuring smooth and efficient traffic movement. - Adaptive signal Control: The lights should be able to adjust based on real-time traffic data. Ideal candidates for this project should have a solid background in traffic systems engineering and experience with designing adaptive signal control systems. Skills in data analysis for real-ti...
I need a cron job developed to scrape data from specified websites at specific time intervals. This job should also auto-generate a form with the scraped details, utilize AI features to fill up the form, and submit it. Furthermore, I require a dashboard to view some analytics. Key Requirements: - Expertise in web scraping - Experience with cron job development - Knowledge in AI for form filling - Ability to create an analytics dashboard Ideal Skills: - Proficiency in Python or similar languages - Familiarity with web scraping libraries (e.g. BeautifulSoup, Scrapy) - Experience in creating cron jobs - Understanding of AI and machine learning - Skills in data visualization and dashboard creation
...Image Template Design Objective: Design a series of modern, clean LinkedIn image templates to enhance professional branding and showcase software features, aligning with the visual identity of WaiverForm. Scope of Work: 1. Template Series Overview: - Create two versatile, branded LinkedIn image templates. - Designs should align with the visual theme and branding of http://www.waiverform.com. - Templates must prominently feature the WaiverForm company logo and use consistent fonts, colors, and design elements reflective of the brand identity. 2. Template 1 – Feature Spotlight (Text-Based): - Purpose: Highlight key features of the software in a focused, branded format. - Design: - A company-branded header or sec...
I'm seeking a creative architect to design a ...creative architect to design a commercial building inspired by the iconic Hogwarts Castle from the Harry Potter series. Key Features of the Design: - Prominent use of towers and turrets - Incorporation of sturdy stone walls and intricate archways - Inclusion of winding staircases and labyrinthine corridors Ideal Candidates: - Experienced in commercial architecture - Creative with a strong appreciation for fantasy-inspired design - Proficient in translating complex visual and thematic elements into practical architectural features Please provide a portfolio that showcases your previous work, particularly any that aligns with this theme. Your ability to balance aesthetic appeal with functional ...
...insights and analysis, as well as key features in the property listings. Key Features: - Property Listings: The core function of the website will be to list properties. This should be done in a user-friendly, visually appealing manner. - Market Insights: The website should include interactive charts and graphs, current market trends, and detailed neighborhood profiles. This will help users understand the market better. - Advanced Search Filters: Users should be able to search for properties based on various parameters. This will require a robust filtering system. - High-Quality Media: Property listings should include high-quality images and videos to give potential buyers a comprehensive view of the properties. Ideal Skills and Experience: - Proficient in w...
...Oracle 8.10. The project involves: 1. Installing and configuring Oracle Database 19c (19.3) with a high availability setup. 2. Full installations and configurations of Oracle APEX 24.1 (all languages), including the APEX Listener, ORDS Apex Integration, and APEX Administration Services. 3. Setting up Tomcat 9.0.98 with custom ports, session replication, and user authentication setup. 4. Installing and configuring ORDS, JDK17, Jasper Report Server, and SSL. 5. Setting up CX_Oracle for Python. 6. Addressing other requirements that I have. Ideal candidates for this project should have extensive experience with Linux and Oracle, particularly with high availability setups and performance tuning. Proficiency with APEX, Tomcat, JDK, and Jasper Report...
I’m looking for a Python expert to develop a program compatible with the Fyers API to execute my algorithmic trading strategies. Speed is of utmost importance due to the high-frequency nature of the trading environment—every millisecond counts. Key Features Required: 1. Real-Time Market Data Fetching: The program must fetch real-time market data for seamless execution of trading strategies. 2. Automated Order Execution: The program should automatically execute buy and sell orders based on the logic provided. 3. Custom Trading Strategy Implementation: The code should incorporate the following indicators to evaluate entry conditions effectively: - Volume and Moving Average on Volume - Open Interest and Moving Average on Open Inte...
I'm looking for a Python developer with experience in financial markets and automated trading systems. I need a script that integrates with Interactive Brokers' API to execute a momentum trading strategy. The scope of the project includes: - Writing a Python code that automates trading based on momentum strategies - Ensuring the code integrates smoothly with Interactive Brokers - Implementing proper risk management protocols within the code - Making the code easy to understand and modify for future use The ideal freelancer for this project should have: - Proven experience in Python programming - Prior work with Interactive Brokers' API - Strong understanding of momentum trading strategies - Ability to implement...
I'm seeking a finance professional to assist with migrating and categorizing various sources of financial data into QuickBooks Online. Key Responsibilities: - Migrate financial data from credit card statements, bank statements, receipts, and any other expense documents. - Accurately categorize expenses and ensure proper account mapping. - Review and reconcile transactions for the specified period (2021-2024). - Ensure compliance with Canadian tax laws and provide insights where necessary. Ideal Skills: - Proficient in QuickBooks Online - Strong understanding of Canadian tax laws - Excellent data analysis and categorization skills - Experience with financial reconciliation Your attention to detail and expertise in financial software will be...
...JavaScript y Python. Para poner en práctica lo que estoy aprendiendo, estoy ofreciendo servicios de desarrollo web gratuitos a personas o pequeñas empresas que necesiten una página web sencilla, funcional y estéticamente atractiva. ¿Qué ofrezco? Desarrollo Web con HTML y CSS: Puedo crear páginas web estáticas, donde la estructura y el diseño son clave. Si necesitas un portafolio personal, una página de presentación o un sitio básico de información, ¡este servicio es para ti! Pequeños scripts con JavaScript: Si deseas agregar algo de interactividad a tu página (como formularios que validen la entrada del usuario, efectos visuales simples o menús dinámicos)...
I'm in need of a Python developer to develop a proof-of-concept project that calculates and tabulates construction materials for data-center ceiling and Hot Aisle Containment (HAC) construction projects. This will involve using OpenAI to analyze provided HAC and construction plan images, with the goal of accurately identifying and quantifying materials to produce a Bill of Materials (BOM). Key Aspects of the Project: - Input: The images will be in PDF/JPEG/PNG format. - Output: The deliverable BOM should be an JSON containing name of material, its SKU, quanity and projected costing - Focus: Primarily identifying electrical and civil materials. Skills and Experience Required: - Proficient in Python, with prior experience in dev...
...Proficiency in 2D animation software (e.g., Adobe Animate, Toon Boom, or equivalent). • Experience creating content for children’s education or storytelling. • Ability to collaborate and communicate effectively during the production process. Budget: • Cost per video: $[Insert Amount] USD (negotiable based on quality and experience). • Total budget for 5 episodes: $[Insert Total Amount] USD. Payment Terms: • Milestone-based payments for each completed episode. To Apply: Please include the following in your proposal: 1. Portfolio of past animation work, especially educational or child-focused projects. 2. Confirmation of availability for the project timeline. 3. Proposed cost per video. 4. A brief description of your animation proc...
I need someone who is very good in Python Details will be provided once I have seen your experience
Looking for an expert freelancer with deep knowledge in **LLVM**, **Python bytecode**, **compilers**, and **transpilation** to join a growing project aimed at creating a robust **Python to LLVM transpiler** using **llvmlite**. This is a non-trivial and technically challenging project that requires a deep understanding of how Python's bytecode works, how LLVM handles low-level optimizations, and how to generate executables from source code. **Project Scope:** The transpiler currently has the foundational structure in place, with handlers implemented for almost all Python bytecodes. Some handlers have basic implementations, while others are incomplete or buggy. The goal is to iteratively enhance the transpiler so that it can generate co...
I'...(), which aids companies and freelancers in generating mockups for offers and documentation. Immediate Focus: - The first priority is to further develop the application's functionalities. - The enhancement of documentation tools is particularly crucial. Future Development: - The roadmap includes improvements in payment systems, integrations, and overall usability. - Potential future shift towards REST and React. Ideal Skills: - Proficiency in Python and Django is essential. - Prior experience in SaaS development is a plus. - Familiarity with documentation tools and their integration into software is highly desirable. Please provide your hourly rate and relevant experience. I look forward to collaborating with you to take...
...seguintes conhecimentos: Sistemas e Sinais Análise de Fourier, Filtragem e Distorção de Sinal e Densidade Espectral e Correlação Modulação Por Pulsos PCM Amostragem Quantização Codificação/regeneração DPCM Modulação Delta Modulações Analógicas Modulação de Amplitude e Modulação de Ângulo e frequência Modulações digitais I need someone with the following knowledge: Systems and Signals Fourier Analysis, Filtering and Signal Distortion and Spectral Density and Correlation Pulse Modulation PCM Sampling Quantization Encoding/regeneration DPCM Delta Modulation Analog Mo...
I'm seeking an expert in SQL Server and automation coding to create a script for row-by-row data comparison testing. Key Requirements: - Expertise in SQL Server - Strong coding skills for automation - Experience with row-by-row data comparison python,sql, pyspark, databricks The data is located in database tables and is in need of thorough testing. The ideal freelancer for this project will have a strong understanding of SQL Server and experience in developing automation scripts for data comparison.
In this project, you will implement a virtual scene that reproduces the famous Cappadocian hot air balloons, thus, the concepts of lighting and texturing will be required. The main visual elements that compose the scene will be a textured terrain and modified in height by a shader, the hot air balloons, as well as a setting sun. Virtual stage The scene will be composed of a series of 3D models, namely: Land Formed from a plan (its construction is specified in the following chapters) Balloons Made up of several primitives (their construction is specified in the following chapters) The Sun Formed from a sphere Camera positioning The camera will be perspective and must be placed so that it includes all the elements of interest in the scene (the t...
I have public datasets in CSV format that I want to use to develop a machine learning model for predicting water potability. Ideal Skills and Experience: - Proficient in machine learning and data analysis - Experience working with public datasets - Comfortable with CSV file manipulation - Background in environmental science or water quality analysis is a plus - Excellent programming skills, preferably in Python or R
I need an experienced Excel professional to make some adjustments to my existing budget proforma. Key Tasks: - Update existing formulas to incorporate new data - Create complex formulas for advanced analysis - Add new sections for revenue projections, expense breakdown, and cash flow analysis Ideal Skills and Experience: - Proficient in Excel with advanced formula creation skills - Experience in budget planning and financial analysis - Able to work with and incorporate new data into existing frameworks
I'm in need of a desktop application to efficiently manage my product listings across multiple e-commerce platforms like Amazon, Flipkart, and Snapdeal. Key Features: - Bulk upload and edit listings: The tool should allow me to upload and edit multiple listings at once to save time. - Inventory management: It should help me keep track of my stock levels and manage inventory seamlessly. - Sales analytics and reporting: I need the tool to provide insightful analytics and reports on my sales performance. Ideal Skills: - Proficiency in e-commerce platforms - Experience in developing desktop applications - Skills in data analysis and reporting - Knowledge of inventory management systems Please bid only if you can provide a comprehensive solution...
I'm in need of a logo for my company, Dream Global Communications. The logo should embody a premium and professional brand identity. logo is for "Dream Global Communications," showcasing a premium and professional brand identity. Here's an analysis of its design elements: Key Features: Symbol/Monogram: The emblem consists of a triangular structure containing the letters "DGC," stylized in a sleek, angular font. The triangle symbolizes stability, growth, and forward-thinking, aligning with a global and innovative brand. Typography: The brand name, "DREAM GLOBAL," is written in a bold, modern sans-serif font, emphasizing clarity and authority. The word "Communications" is in a lighter and smaller ...
I need python expert for optmization my code Start your bid with NOW to be considered
...freelancer to create a series of ChatGPT prompts that will enable me to generate a single-page landing page for WordPress. The prompts should guide the creation of a clean, user-friendly landing page with the following features: Customizable Elements: A call-to-action (CTA) section that can be customized. The ability to add and update a custom phone number. Be sure to ask for the business industry and customize the output accordingly Page Features: A hero image that is prominently displayed. An email conversion form that links to a customizable "Thank You" page. Anything else recommended by the ChatGPT response Tracking Capabilities: Integration with Google Tag Manager (GTM) for tracking: Form submission completions marked as leads. Click-to-call act...
What is this bot's strategy? - Simple DCA logic, single pair, a little dynamic volume calculation, print out balance, profit per session How do I get more details? - I will send you a DM about the detai... single pair, a little dynamic volume calculation, print out balance, profit per session How do I get more details? - I will send you a DM about the details of this bot Cost expectation? - No negotiation after sending the bid, I will only follow the quote you write in the bid What platform do I need the bot to run on? - OKX crypto only How do you get selected? - Type exactly "7a3f9-a" at the beginning of your proposal How much customization do I need? - Nothing, basic inputs such as volume, step %, etc. Language? - Python Do I need you to instruct and s...
...chart (even with multiple entries and exits) is fine. I want 1 week candle and 1 day candle versions for each. I would like the final product to be exported as an image large needed. I've attached an example image and python file of exactly what I want in terms of indicators and chart - the lines are as follows: - Candle stick price line - Volume bars below - RSI below volume - Bollinger bands - SMMA 20, 50, 100, 200 Please check the python file for the settings (like RSI length, SMMA settings etc) all for both 1D and 1WK The issue between what I have done in the python attached is that some candle sizes positions, opens and closes (and therefore some SMMAs, which are based on candles) don't match what is in TradingView (othe...
What is this bot's strategy? - Simple DCA logic, single pair, a little dynamic volume calculation How do I get more details? - I will send you a DM about the details of this bot Cost expectation? - No negotiation after sending the bid, I will only follow the quote you write in the bid What platform do I need the bot to run on? - OKX crypto only How much customization do I need? - Nothing, basic inputs such as volume, step %, etc. Language? - Python Do I need you to instruct and set this up on my computer? - Yes How do you get selected? - Type exactly "7a3f9-a" at the beginning of your proposal
My Python Selenium script for checking emails, which integrates 2captcha and proxies, is taking longer than desired. I need a freelancer to help optimize the script for speed, potentially using multiprocessing. Current Script Runtime: The script currently runs for 1-5 minutes. Identified Bottleneck: The slowest part of the script is the Captcha solving. Requirements: - Extensive experience with Python and Selenium - Proficient in script optimization and multiprocessing - Familiar with 2captcha and proxy integration - Able to work within existing script parameters (no changing of captcha service) I am seeking a professional who can deliver a faster running script, improving my email checking efficiency.
I'm seeking a proficient Python developer with experience in IBM Watson Studio to create a comprehensive bank account management system. This system's primary focus will be on AI-based fraud detection. Key requirements: - The system should be capable of recognizing and analyzing various data patterns such as transaction anomalies, user behavior, and unusual access locations. - The fraud detection process needs to be fully automated, ensuring all potential threats are addressed without the need for manual intervention. Ideal candidates should have: - A strong background in Python programming and experience with IBM Watson Studio. - Proven expertise in fraud detection and data pattern recognition. - Ability to design and implement ...
...(Extract, Transform, Load) processes to seamlessly integrate our Warehouse Management System (WMS) with our Enterprise Resource Planning (ERP) system. This role is critical in ensuring smooth and reliable data flow between these systems to enhance operational efficiency and decision-making. Key Responsibilities: - Design, develop, and maintain ETL pipelines to connect WMS and ERP systems. - Extract data from various sources, transform it to meet business requirements, and load it into the target system or data warehouse. - Work with Python and Pandas for data manipulation and automation of workflows. - Leverage Snowflake as a data platform for efficient storage and processing of data. - Collaborate with stakeholders to understand data integration requ...
...looking for a Python expert who can help me create an automated trading system that interacts with the National Stock Exchange (NSE) in India. The system should be capable of fetching live data from the Official exchange API and trading stocks. Key tasks include: - Using Python to develop the trading system - Ensuring the system can retrieve and process live data from the Official exchange API - Converting HTML code based indicators into Python code for the system - Making the system capable of executing trades based on the indicators Ideal skills and experience for the job include: - Proficiency in Python with a strong understanding of its application in finance and trading - Experience with the NSE and understandi...
...designed for small to medium-scale businesses in the food and beverage sector. This machine, a Depositor Machine, will integrate modern technological advancements while still respecting traditional production methods to ensure maximum efficiency and scalability. Key Requirements: - Conceptualization, design, and production of an advanced Depositor Machine - The machine must be user-friendly and cost-effective for small to medium-scale businesses - Incorporation of contemporary technological advancements while maintaining traditional production methods - Optimal functionality and scalability Ideal Skills and Experience: - Extensive experience in designing and manufacturing food processing machinery - Proficiency in integrating advanced technologies with trad...
We in need of a skilled data engineer we are real estate website support Ai so we need data to feed the tools so the engineer who can work with unstructured sensor data. The primary tasks will involve data cleaning and data aggregation. Ideal candidates should have: - Proficiency in handling unstructured data, specifically from sensor sources - Strong skills in data cleaning techniques - Experience with data aggregation methods - Familiarity with data engineering tools and software - Ability to deliver clean, well-aggregated data for further analysis
We are a fast-growing software development company in the blockchain space, and we are seeking talented Full Stack Blockchain Engineers to join our team. As a part of our innovative and dynamic team, you will work on cutting-edge blockchain solutions, contributing to projects that span across multiple blockchain ecosystems. We are specifically looking for Senior & Junior developers with deep expertise in EVM chains, Solana, and XRP. If you have strong experience working with both frontend and backend development in blockchain environments, this is the opportunity for you! Must have the following experience: React.js | | Typescript | Tailwind CSS Node.js | Python | Rust | GO MongoDB | PostgreSQL | MySQL | Redis IPFS | Arweave
Looking for a skilled developer to create a script for an online poker game by using Python or Javascript. Ideal Skills Include: - Proficiency in Python or Javascript - Expertise to create Script for the online Game. - Previous experience of developing online Game. I'm open to discuss more in chat. Thanks in advanced.