Script import contacts twitterεργασίες

I am looking for an experienced Python developer to create a scraper for Lazada. The ideal candidate must be skilled in web scraping and should reverse engineer API from mobile app because lazada blocks and throws captcha on web website is lazada . The script should work like i enter something in search box and it should scrape all the products from that search query Key Responsibilities: - Extract the following information: product names, prices, descriptions, stock, images, seller information, and product URLs. This list encapsulates the attributes you need to pay the most attention to. - Organizing the scraped data: The data, once scraped, must be organized in a well-structured CSV file. Ideal Skills: - Strong experience with Python. - Proficiency in web scraping tools. -...

As the owner of a website that's transitioning from WordPress to Laravel, I require a skilled developer to aid in the migration process. TASKS: • Import all contents of my WordPress posts to Laravel. This includes all posts without exception. • The post importation process involves not only the texts, but also images, comments, and metadata attached to each post. • While migration may be the primary focus, I'm also looking at adapting a new design in Laravel so I'd prefer someone who can handle the adaptation process efficiently. Previous experience in redesigning content layouts would be a plus. IDEAL CANDIDATE: • A Laravel and WordPress expert. • Proven experience in redesigning content layout. • Understands the importance of ...

I'm seeking a skilled animator to create a 2D whiteboard animation video for my business. The primary goal of the video is to educate viewers on a new product or service. The target audience for this video is business professionals. Duration will be 2-3 mins with 1 page script. Voiceover needed. Key requirements: - Proficiency in 2D animation, specifically whiteboard style - Ability to create engaging, informative content - Understanding of business lingo and concepts to tailor the video appropriately - Previous experience working on similar projects is a plus.

...seeking a savvy Social Media Manager to take charge of my Facebook, Instagram, Twitter and LinkedIn accounts. The primary objectives would be to boost brand awareness, drive website traffic, generate solid leads and engage meaningfully with our followers. Your task would involve, but not be limited to: - Crafting engaging posts and interacting with the user comments and inquiries - Developing a consistent brand voice across all platforms - Implementing social media marketing strategies to drive user engagement Given our target audience primarily involves parents, your content should align with their interests and lifestyle. Ideal Skills: - Proven experience as a Social Media Manager across Facebook, Instagram, Twitter, and LinkedIn - Solid understanding of social medi...

I need a skilled PHP developer to write a script that will interact with an API and retrieve User Information and Product Details. The fetched data should then be displayed in HTML format, enabling users to search through it. Key Requirements: - Fetch User Information and Product Details from an API - Print the fetched details in HTML format - Implement a search function to enable user interaction Ideal Skillset: - Proficiency in PHP - Experience with fetching and handling data from APIs - Strong understanding of HTML and web interface design - Prior experience implementing search functions in web applications Please provide examples of your previous work with APIs and user search functions.

I'm seeking a knowledgeable Node.js to create a specific function. This function should examine a pre-existing React file to identify any import statements that may be missing and automatically add the missing imports. Key responsibilities: - Analyze the React file to identify missing import statements - Add the identified missing imports automatically - Append multiple missing imports as grouped together in a single statement - Code should be in Typescript This task requires a solid understanding of Node.js. Having previous experience with jscodeshift is a must. The solution also need to use a package named @hypermod/utils. () This is the function that I need function fixMissingImports(code: string, importsMapping: Record<string, string>):

I'm looking for a talented JavaScript developer who can help me with my website's visualization. Key Responsibilities: - Crafting visually appealing loading screens or animation - Implementing various types of visualizations Ideal Skills: - Proficiency in JavaScript and related libraries - Experienced portfolio of visualizations and/or animations See attached brief for more information

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I'm looking for a script or code snippet that can help me disable the back button in Google Chrome for a specific website. I'm interested in preventing users from navigating back to previous pages. Key Requirements: - The solution should be specific to Google Chrome. - The back button should be disabled only for the designated website. Optional: - If the solution can redirect users to a specified page instead of allowing back navigation, that would be a plus. Ideal Skills: - Proficient in JavaScript and browser extensions. - Experience in web navigation control and user experience enhancement. - Understanding of browser compatibility and security considerations. I'm open to suggestions on the best way to implement this functionality, so feel free to share your i...

hi . I am looking for a special and creative person to build a simple website interface that deals with the API of a website I have a subscription and membership to The site provides an API for my account and can be integrated with an interface to operate through it This is to import my templates and tools into and display them on my site Anyone submitting an offer is requested to review the website and information to learn how to deal with the API The application interface is required to display and call up forms to display through my site in a private chat window from here can read about Api Note: I have some websites and application html templates that the programmer

I'm in need of a comprehensive AI bookkeeping script that can handle various crucial functions for my clients. We are a bookkeeping firm and handle 50+ clients. I'm looking for something somilar to botkeeper or integra. Key Requirements: - Seamless integration with QuickBooks and banking platforms for real-time data syncing. - Utilize machine learning to categorize bank transactions accurately, providing reliable financial insights. - Ability to reconcile bank transactions, ensuring the accuracy of financial records. - The system should send detailed financial reports via email, keeping stakeholders informed. - Additionally, the script should be able to handle amortization schedules and other related uploads. - A feature for journal entries based on additional upl...

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I require a skilled social media manager to add promo replies to existing posts on Twitter and Instagram (and maybe other platforms as well, let's discuss this). This entails incorporating product recommendations into responses to televant posts. A desirable candidate will have a wide understanding of enhancing visibility and creating engaging content for an app such as mine. Key Features: - Create promotional replies for Twitter and Instagram posts. - Prioritize in these replies our Android app product recommendation. - Understanding of social media algorithms and engagement strategies applicable to apps. - Proven experience in digital marketing, specifically for mobile apps. Please put the word SELECT (capetalized) at the top ofyour response, your bid will be ignore...

...desktop application that features a functional, interactive FaceSwap module. The application should effectively integrate both real-time and gallery import based FaceSwap options. Additional functionalities including voice capabilities and facial mirroring should also be implemented. The ideal freelancer would bring expertise within Python programming and a solid understanding of facial recognition and manipulation techniques. Knowledge in building desktop applications will be a great plus. Your responsibilities will include: - Developing an efficient Python-coded FaceSwap desktop application. - Ensuring feature of real-time FaceSwap and import from gallery FaceSwap. - Incorporating additional features like voice and facial mirroring. Your ability to translate these requ...

We are looking for a few people to follow very specific instructions to collect data from a set of sources. This is a large project and will have considerable work, probably for several weeks, possibly a few months. - Visit webpages - Collect basic information - Input into a form we will provide You MUST be able to follow EXACT directions so that the...very specific instructions to collect data from a set of sources. This is a large project and will have considerable work, probably for several weeks, possibly a few months. - Visit webpages - Collect basic information - Input into a form we will provide You MUST be able to follow EXACT directions so that the information is properly inputted into the system. Payment will be per batch of 1000 contacts that have been entered into o...

I'm in search of a professional who can help me promote affiliate links on social media and blogging platforms. Key Requirements: - Proficient in promoting via Facebook, Instagram, and Twitter - Experienced in driving traffic to affiliate links - Understanding of how to appeal to 25-34 and 35-44 age groups Your responsibilities will include: - Creating compelling content that resonates with the target groups - Driving engagement and traffic to the affiliate links - Tracking and analyzing the campaign's performance Ideal Skills: - Social media marketing - Blogging - Affiliate marketing - Content creation - Target audience understanding I'm looking for someone who can help me maximize my affiliate marketing efforts and generate significant conversions. If you have ...

I am seeking a diligent freelancer with strong attention to detail and experience with Microsoft Excel and Shopify for a data entry project. Having a deep understanding of these two platforms is crucial to the seamless execution of the task. The project involves: - Using a spreadsheet to find and identify approx 4500 books on Amazon. - Using an online import tool to bring book data into a Shopify website - Adding extra product information in the shopify website from the spreadsheet about the book. - Determine the genre of the book and categorising in shopify accordingly. The ideal candidate should have: - Proven experience in data entry, preferably within Shopify. - Access to US version of Amazon. - Proficiency in Microsoft Excel. - High level of accuracy and organisation. - Good...

I need a PHP script to calculate working hours based on the start and end time. The script should: - Calculate working hours based on the start and end time - Handle only standard working hours - Automatically deduct a fixed break time Ideal skills and experience for this project include: - Strong PHP programming skills - Experience with time and date calculations - Understanding of working hour calculations and break time deductions - Ability to create a clean and efficient script

...Instagram, Twitter, TikTok, and Google. * Creating a tailored content calendar for each platform and target audience. * Consistently generating and posting engaging content. * Monitoring and analyzing social media analytics to refine strategies as needed. Additionally, the role involves implementing monthly SEO campaigns over a four-month period to enhance website traffic, optimize digital channels, and increase revenue. We are looking for a candidate who possesses a strong understanding of digital marketing trends, excellent analytical skills, and proficiency in SEO tools to bolster our online presence, ranking, traffic, revenue, visitors, brand awareness, business growth, and trust and authority in search engine results. Comprehensive knowledge of algorithms for Facebook, Ins...

We are in search of a digital marketing professional who excels in search engine optimization and social media marketing. Key responsibilities include: - Crafting and executing impactful strategies to attract new clients, thereby increasing our market share, boosting sales/leads, and expanding our followers list through social media advertisements on facebook, Instagram, Twitter, TikTok, and Google. Candidate should have specialized experience in creating strategies that drive lead generation. - Develop a content calendar tailored to the different platforms and target audiences - Regularly create and post engaging content - Monitor and report on social media analytics to adjust the strategy as needed - Implementing monthly SEO campaigns over a four-month period to enhance webs...

...various industries in Australian trade shows would enable more efficient and accurate results. Since time is of the essence, I need someone with a quick turnaround without compromising the accuracy and quality of leads. We will supply trade show name with a List of companies exhibiting at the trade show, we need accurate company contacts , such as Marketing Managers, Sales Managers , Managing Directors and CEOs, if you are unable to find any of these contacts, please supply a company generic email , such as Info @ or sales@ This list must be 100% accurate and you will need to use more than one source to find the correct info....

I'm looking for a skilled writer with experience in business writing. The project is urgent and needs to be completed in less than a week...The technologies from the Excel assignment should be used in the PowerPoint and Technology document. Each of the operational technologies should be organized into: Software, hardware, backup, and speech technologies one to two pages. Cost would be another way to organize the company technologies. There should be one at the minimum and two pages at the maximum of technologies. Marketing-Facebook, Twitter, web-hosting domain name i.e. , business app, etc. Conclusion paragraph and page numbers to round out four full double- spaced pages. Bibliography i.e. is an easy way to to document technologies and the business idea. .

I'm in need of a professional to help populate my BIGIN CRM with contact information from an Excel file. The task will involve: - Transferring data from Columns A, B, C of my Excel file to BIGIN CRM. - Achieving appropriate data segregation based on geographic location within the CRM....of my Excel file to BIGIN CRM. - Achieving appropriate data segregation based on geographic location within the CRM. This task will require a keen attention to detail and strong experience in and BIGIN CRM and integrate emails to Outlook. A solid understanding and experience in data segregation & bIGIN PLATFORM is also key for successful delivery of this project. The aim is to streamline my contacts for easier management. Your keen knowledge of geography and ability to dissect contact dat...

I'm releasing a book (a gay romantic fiction) in the summer under a pseudonym, and I want to have somebody take photos of the book with parts of their body in the frame in a way which will be very shareable on Instagram / Tiktok / Twitter etc. The photos would not feature your face. Example photos might be: - The book on your bed, while your legs are either side. - The book in your hands while you sit cross legged on the sofa. - The book resting on your torso is the sort of thing I have in mind. Requirements - Young (18+) white male - UK-based (so I can easily post my book to you) - Preferably has an e-reader (to include my ebook in the shot) but not essential - Physically attractive arms / legs / torso (no faces necessary)

Use a person's picture to search and find the person's pictures and videos posted in social media (such as TIKTOK, TELEGRAM, TWITTER, Instagram, FACEBOOK) or online forums (such as reddit, Quora, Digg).

I have a powershell script that is made to work as a DNS utility that will allow me to create/delete/update DNS entries. It is not currently able to handle CNAME as i think it was made to handle A records based on the create scetion of it. I need it be able to do all 3 fuinctions on different record types with thier individual required inputs. One of the main problems im running into is it is not able to handle a hostname instead of IP4 when trying to run it. I need it done very promptly. Preferably today.

I am looking for a skilled professional who can establish a comprehensive social media presence for my project across all platforms - namely Facebook, Twitter, Instagram and more. The goal is to capture maximum attention and make sure we have as many eyes as possible on our content. Requirements: - Excellent knowledge of social media platforms - Proven experience in creating and managing social media content - Outstanding English communication skills Ideal Candidate: - Resides in USA / Canada - Fluent English Speaker - Experience in targeting adult audience on social media platforms The primary focus should be on creating engaging content to attract an adult audience, with the objective of increasing visibility and awareness. Remember, I don't need anything fancy - just max...

I'm looking for a skilled developer who can create a custom trading script in Pinescript on the TradingView platform. This script will be based on identifying and monitoring market trends. Key Project Details: - The script should be able to accurately identify a trend based on the definition of "higher highs and higher lows". - When a trend is identified, the script should take no immediate action but continue to monitor the market conditions. Ideal Skills and Experience: - Proficiency in Pine Script and experience with TradingView platform. - Strong understanding of technical analysis, particularly in the context of identifying trends. - Previous experience in developing trading scripts or bots is highly advantageous. - A background in ...

I'm looking for a skilled graphic designer to create an attractively minimalistic logo for my landscaping business. Emphasizing on green, black and transparent colors, the design should feature 3 trees. Do not want blended/faded colors, all solid colors. It can incorporate the name "Megan Montgomery Design" in a script font, but does not have to have this text. It could also incorporate the letters "MMD" within or among the trees, but does not have to. Here's what the project entails: - Incorporate green and black colors dominantly. - Design should be stylishly minimalistic. - The logo will be featuring on both digital platforms and merchandise. Ideal experience and skills for the job would include: - Proficiency in minimalistic design - Experienc...

...boost my Stan store's sales. The primary audience of my store is adults aged 18-90 and your strategies should be tailor-fit to this demographic. Your task would be: - Developing a comprehensive marketing strategy that aims to increase our sales. - Executing this plan across various platforms that our target demographic is most likely using, including: - Social Media - Facebook, Instagram, Twitter - Search engines - Google, Bing - Email marketing Ideal Skills: - Proven experience in devising successful marketing plans targeting adults (18-90) - In-depth understanding of the above-mentioned platforms - Proficiency in email marketing. - Proven track record in significantly increasing store sales. Let the proposals come with a relevant case study showcasing your p...

I'm looking for a social media manager to help me with my small, home-based massage therapy business. Key Responsibilities: - Manage and update my Facebook, Instagram, Twitter, and LinkedIn accounts - Prioritize Facebook and Instagram for marketing purposes - Help attract new clients through social media - Engage with current clients and encourage referrals - Drive foot traffic to my clinic Ideal Candidate: - Experienced in social media management, preferably in the health or wellness industry - Expertise in utilizing Facebook and Instagram for business purposes - Proven track record of attracting new clients through social media - Excellent communication skills to engage with current clients and encourage referrals - Understanding of the massage therapy or broader wellness ...

I'm seeking an experienced social media marketer to ramp up my brand's presence across Facebook, Instagram, and Twitter. I have several key goals: - Boosting brand awareness - Driving increased traffic to our website - Generating valuable leads My brand primarily serves millennials, parents, small business owners and females; hence, you should be endowed with the knowledge and skills to effectively appeal to and engage with these demographics. Your background should ideally include a proven track record in successfully achieving similar goals for comparable target audiences. A proficiency in crafting engaging content, savvy use of hashtags, and an understanding of optimal posting times are crucial for this role. Your bid should detail your proposed strategy, outlining...

I'm looking for an experienced full-stack and OAuth expert to integrate OAuth authentication for Twitter, TikTok into existing React.js applications. You are responsible for implementing a seamless user authentication experience that allows users to connect their social media accounts to our platform. If authentication is successful, the user's social media profile information should be safely stored in the database. For example, when the user presses the "Twitter connection" button, the Twitter user information input field using OAuth appears, and when entered, the information is changed to the "connected Twitter". If you successfully complete this task, I will award you development of all parts of this project. I attached a scre...

I'm in need of an experienced social media marketer to run a comprehensive campaign across Facebook, Instagram, and Twitter. The aim is multifaceted, aiming to both escalate brand awareness, boost website traffic, and generate valuable leads. Key Responsibilities: - Develop engaging content tailored to a combination of young adults (18-24), professionals (25-35), and parents (30-45). - Strategize, implement, and monitor social media campaigns consistenly to meet the project goals. Ideal Skillset: - Strong experience in social media marketing, especially on Facebook, Instagram, and Twitter. - Proven record in heightening brand visibility, driving website traffic, and lead generation. - Excellent understanding of youth and professional market segments. Your profici...

I am in need of a talented developer who can create a program for me. This program will enable me to connect with social media feeds, specifically from Facebook, Twitter, and Instagram. Key Features: - Real-time updates: The program should be able to provide me with real-time updates from the specified social media platforms. - Analytics tracking: I require the program to track and present me with analytics surrounding the feeds, specifically engagement metrics. Data Extraction: - The program should be able to extract and present: - Post content: The text, images, videos, or other forms of content from the feed. - Engagement metrics: Information regarding the engagement of the content (likes, comments, shares, etc.) Ideally, you should have experience in social medi...

I'm in need of a professional who can help me effectively manage my Twitter and LinkedIn accounts to promote the website: - Ideal candidate should be skilled in increasing followers and engagement on both platforms. - You will be required to create compelling content that resonates with my audience. - Your primary goal will be to help me increase brand awareness, generate leads, and build a professional network. Please provide examples of previous work and results achieved.

...users, such as consumers and business users. - Access Control and Content Restriction: Depending on their membership level, users should have access to different sections of the site, with content being restricted accordingly. - API Integration: I currently do not have an API set up for accessing data from WebFlow's MySQL. This will need to be implemented on the WebFlow side. - Data Import: I'm looking to import specific data from the API into the WebFlow site. This includes membership level information and orders submitted. Ideal candidates for this project should have: - Proficiency in WebFlow and a strong portfolio demonstrating membership system integration - Experience working with API integrations, especially those involving WebFlow's MySQL - A keen e...

I'm looking for a dedicated Social Media Manager to handle the content creation, posting and scheduling for my headphone store across Facebook, Instagram, and Twitter. The main goal of this role is to increase brand awareness in the digital space. This calls for a proactive and creative individual who can create engaging and timely posts. Key responsibilities include: - Crafting high-quality and visually appealing content that resonates with our target audience - Scheduling posts across our social media platforms - Ensuring a consistent brand image across all social media channels - Monitoring and responding to comments and messages - Collaborating with our marketing team to align social media activities with our overall brand strategy Ideal candidates should have: - A prov...

I need an experienced PHP developer to help with customizing a PHP script. The specific details of the modifications are: - User Authentication: Implement an effective user authentication system. - Database Integration: Ensure seamless integration with our existing database. - UI/UX Enhancements: Enhance the user interface and user experience of the script. Please note that the specific PHP script has not been disclosed, and further details regarding the script's functionalities have not been provided. The successful freelancer will need to be able to navigate and modify PHP scripts efficiently and have a good understanding of user authentication, database integration, and UI/UX principles. Your expertise in PHP and familiarity with various scripts and their m...

I need a Pine Script expert to create an alert for my custom indicator. Key Requirements: - Develop a set of codes to let my custom indicator to send signal - Mainly, I use daily chart but I want the signal to create an alert before the bar close. For instance if the daily bar close at 4:00 am, it has to calculate everything around 3:45 am and then send the signal immediately after that. - Please note that I have my custom indicator finished written so you might like to create the signal only when the conditions are met. Ideal Skills: - Strong Pine Script and Trading Indicator experience. - Excellent understanding of trading and financial markets. - Ability to optimize code for performance. - Effective communication and support for the project.

...in need of a freelancer with strong Python skills. I require a time series forecast for my Twitter dataset. The forecast should be for 1, 3, and 7 days ahead. The key deliverable is 3 dynamic dashboards that display this forecast in real-time. Key Points to Note: - **Programming Language**: Python - **Time Series Forecasting**: The freelancer is expected to have a solid understanding of time series forecasting methods. The deliverables should include 2 Neural Network and 2 autoregressive models (ARIMA, SARIMA etc…). The validation should demonstrate each model performance. - **Dynamic Dashboard**: I'm looking for a dashboard that's dynamic and interactive. It should display the forecast for the Twitter data using a visually appealing interface. - **Real-t...

Hi Ravi Ranjan K.,I have a task of import of purchase excel to tally prime for now .

...- 300.00 EUR. I am looking for an experienced developer to create a bot (on the telegram platform) capable of instantly buying and selling Solana tokens on Raydium, Jupiter DEX. You will need to develop a bot that will perform transactions fully automatically, without the need for manual approval. Key features: Telegram platform Seamless integration with Raydium. Orca. Jupiter. Phantom wallet import Instant execution of buy/sell orders (swap in less than 1 second) Copytrading Full automation of operations. The ideal candidate should have: Experience in programming trading bots. Excellent knowledge of Solana and its DEX platforms (Serum Dex). High level of accuracy and attention to real-time changes. More details will be provided upon receipt of the assignment. Required Skills...

I am seeking an experienced Laravel and VueJS developer who can customize an already developed script to fit our specific needs. Although the user chose to skip a few questions outlining the exact changes needed, we expect the developer to be proficient in: - User authentication - Dashboard layout design - Payment integration - Permissions - SaaS Development - Laravel and Vuejs expertise Ideal candidates should be able to confidently handle these listed tasks and possess the ability to suggest and implement improvements. Prior experience customizing these elements and a keen eye for detail are highly desired, to ensure the finished product aligns with our vision. Please approach this task with adaptability and a problem-solving mindset, as specific customization requests will b...

I am looking for a video editor to edit our existing UGC footage into high-converting direct response video ads, for use across Facebook, Instagram and Tik Tok. I am looking for you to provide creative strategy / script ideation with customer research + direct response video editing (and sometimes using AI voiceovers). Ideally we set up a process of 3-4 new videos per week. In summary, you need to: - Edit existing footage to create high converting video ads - Do audience research and craft scripts for creative video concepts tailored to our customers - Create new video scripts/ideas weekly Please provide some examples of the most recent videos you have created.

I'm seeking a Python developer who can automate certain calculations in my existing Excel files. The calculations that are currently done manually in Excel need to be automated. This means the Python script you develop will need to accurately and efficiently perform these calculations every time it runs. As for the frequency, the system should run calculations on demand. This way, I can trigger it whenever I need the numbers updated. The calculations are based on the data currently stored in my Excel files. So the script will need to read this data, perform the necessary calculations and update the files with the new results. The ideal candidate should have: - Proficiency in Python - Experience in working with Excel files - Understanding of automation processes -...

I need assistance with entering inventory data into Quickbooks Desktop from an Excel file. - I'm looking for a professional who has experience with Quickbooks Desktop. - The job involves bulk data entry, focusing specifically on inventory. - You will be provided with an Excel file containing the inventory data. - Attention to detail is crucial to ensure accurate and effici...data entry, focusing specifically on inventory. - You will be provided with an Excel file containing the inventory data. - Attention to detail is crucial to ensure accurate and efficient data entry. Ideal skills: - Proficiency with Quickbooks Desktop - Experience with data entry, particularly inventory - Attention to detail and accuracy in data entry - Familiarity with Excel files and their import ...

We are facing a challenging issue with our existing Python scripts that deal with data processing, automating tasks, and communication with other services. - Problems: These scripts have been producing incorrect results and running slow, affecting the overall performance of our project. - Scope: The project consists of 1-5 Python Scripts that need to be diagnosed for the errors, fixed, and optimized for better performance. - Key Skills: An ideal freelancer would be well-versed in Python programming, task automation, and capable of identifying and rectifying issues relating to communication with other services. Experience with rabbitMQ is mandatory as it's part of our current code base. We are eagerly waiting for a Python wizard who could breathe life into our scripts and bring ...

I'm in need of a web scraping wizard who can help me extract text data and profiles from Twitter website. Key Requirements: - The ability to scrape text data and profile information efficiently and accurately. - Experience in web scraping, with a strong portfolio showcasing past work in similar projects. - The time for scraping a post and profile must be less 3 seconds without using Twitter API. The final deliverable should be in a format that's easy for me to analyze, but I'm flexible on whether it's a CSV file, Excel spreadsheet or a database format. Please describe your past work examples with your application. Write "Blue" on the head of your bid if you are not a bot.

I have a 500MB XML file that I need loaded into SQL across approximately 20 tables. I'm in need of a Python script to handle the transformation. The script will need to handle normalization of the data. Key requirements: - Develop a Python script to read the XML file and transform the data into a normalized structure across 20 tables. - You will need to create the SQL tables as part of the normalization process. - Experience with large data transformations and SQL is vital.