Carpet cleaning website logoJobb

Need an article in the Swedish language. Theme of the article: cleaning of apartments. The text needs to bokaflyttstä main page of the site. When writing a text guided the sites of our competitors: The text should turn out better than our competitors. It should be mention of the tax deduction, low cost, 10-day warranty. All terms and conditions on which we are working with the same terms and conditions described on this website: The text should to be structured and logically formatted. Text volume is not less than 2000 characters. In the text, try to use less water, more facts. Phrases you want to use in the text:

5 st artiklar på ämnet städning Varje artikel ska vara över 650 ord. - Hemstädning - Städtips - Städning vid flytt - Byggstädningar - Vårstädning

<--- C.l.o.n.e site Update my existing site to features - MUST BE TOTALLY THE SAME. Webcam features must work - do not BID without READING Bid must include creation of webcam feature Would like for maids ony to be able to upload short 10 sec. videos. Must have community / member profiles/ member sign up Admin panel for me to review content. Also display space for banners of affiliates. This will be USA based company. Servicing major cities. Must be able to" Build online store Convert copy site Banner Design

**Need someone to take ove...existing design files that need modifications.** SprayGon to Go will be a self-contained overspray reduction system designed for mobile sunless spray tan artists. The unit needs to be roughly the size of a large suitcase, with large wheels to ease pulling the box up stairs. The unit will contain a high velocity fan with 2 stage washable filters in front of the fan that can be removed for daily cleaning, an on-board HVLP air compressor with quick connect coupling for HVLP spray gun hoses, a storage compartment for spray service supplies, an on-board power strip or accessory outlets, a retractable 10' grounded power cord and a retractable pull handle. The case should be made of molded ABS plastic for durability. We currently have a rough design drawin...

I'm looking for a Shopify expert who can assist in cleaning up and fixing some specific issues with my Shopify coding. I'm experiencing functionality errors which are affecting user experience and also noticed that some URL links are poor which is affecting my Google ads. The ideal candidate should have the following skills: - Proficiency in Shopify coding, particularly in identifying and resolving functionality issues - Experience in addressing URL link problems and their impacts on Google ads - A good understand of web analytics and SEO would be beneficial Key responsibilities include: - Review and clean-up of existing Shopify code - Identify and fix functionality errors - Resolve broken URL links to improve Google ads performance After investigating my landing pag...

I'm looking for a skilled and experienced machine learning professional who can assist me in a project involving image classification for academic research. Key Tasks: - Data Preprocessing: Processing and cleaning the image data to make it suitable for training. - Model Training: Developing and training a machine learning model that can classify images effectively. - Feature Selection: Identifying the most relevant features from the data to improve the accuracy of the model. Goal: - The primary goal of this project is to classify images into specific categories. Final Use: - The classified images will be used for academic research. Ideal Skills: - Proficient in machine learning techniques, especially in image classification - Strong experience in data preprocessing and fea...

I'm seeking an experienced Flutter developer who can create a cross-platform application for both iOS and Android. The principle objective of this app is to provide a platform for on-demand house cleaning services. Key Features to Implement: - User account creation and management - A system that allows users to schedule and manage house cleaning bookings - Payment processing feature - Real-time updating feature for tracking service progress Ideal Skills and Experience: - Strong experience in Flutter for iOS and Android - Successful track record of creating on-demand service mobile applications - Solid understanding of user account management, payment processing, and real-time updating systems - Knowledge of UI/UX for easy navigation and appealing design Your key ro...

I am in need of a thorough and reliable webmaster who can regularly maintain and optimize my WordPress website. Your responsibilities would mainly involve: - Regularly cleaning up and optimizing the website for smooth functioning and flawless user experience. Ideal skills and experience for this job would include: - Proficiency in WordPress - Experience in website cleanup and optimization - Strong problem-solving abilities - Attention to detail If you have a track record of maintaining and optimizing WordPress websites, I'd love to discuss this project.

I require an web developer with experience in developing direct messaging chat systems to add functionality to my softr marketplace website. I want a 1-1 chat feature, which would allow interaction between sellers' listing and buyers. each product listing should have a chat function. Refer website print screen is attached. Reference: " " My website is as - Key Requirements: - The chat feature should be incorporated into each service listing, accessible via a clearly

We need a professional graphic designer to help design a complete modern brand identity for our cleaning and hospitality company namely Professional Cleaning Services. Your expertise should include, but is not limited to: # Optimized logo design for Different Platforms. # Design eye catching uniform for our workers. # Brand Stationery including stamps. # Employee ID card and Business card. # Creating unique and eye-catching designs that effectively represent our brand. It's vital that you have a keen eye for detail and a creative mindset. I'm not just looking for a designer, I'm searching for someone who can bring a vision to life. If this sounds like you, I'd love to hear from you.

...preprocess, and visualize a dataset sourced from CSV files. The chosen candidate: - Should first start with cleaning and preprocessing the data to create a reliable foundation for analysis. - Should then interpret and present that same data through meaningful visuals to explore its intricate properties and characteristics. - Should additionally facilitate statistical analysis to derive patterns and trends otherwise invisible to the naked eye. The hoped-for end-product of this project is not just predictive analytics but insight and data-driven recommendations that will inform future decision-making. Proficient use of Python or R for these tasks is essential, as is familiarity with data cleaning and visualization libraries and tools. To thrive in this role, you must be a ...

Hi Alice M., we have worked before i need to creat 6 short clip art videos for my cleaning buisness i already made the script 2 videoes will be in english and i need to voiceover for it 4 viedeos will be in hebrew and i will provide the voiceover

I need a data analyst to clean, analyze, and report on survey data using SPSS for a research project. This should include demographic information alongside response frequencies, and identifying potential correlations between variables, along with potential moderating and mediating factors. Key tasks: - Data cleaning: Streamline raw survey data in preparation for analysis. - Statistical Analysis: Use SPSS to conduct extensive data analysis. - Report Writing: Create a comprehensive report detailing findings from the analysis. Ideal candidate profile: - Strong proficiency in SPSS - Excellent analytical skills - Experience with survey data and reporting - Familiarity with demographic datasets and correlational analysis - Strong understanding of moderating and mediating variables in ...

As I venture into a data science project, I'm seeking an experienced Stata user who has a strong understanding of databasing and spreadsheets. No specific task was defined, hence your role could range from data cleaning and preprocessing, data analysis and visualization to building machine learning models. Deep knowledge in handling structured data and working with databases and spreadsheets is essential in this project. Ideal Skills and Experience: - Strong Stata programming and data handling skills - Experience in data preprocessing and cleaning - Familiarity with data analysis and visualization techniques - Knowledge in machine learning model development is a plus - Previous experience working with structured data sets and databases would be highly beneficial.

I need a Zapier integration expert to streamline my Bark scenarios, ensuring quick and efficient responses to specific triggers in my business. Key Requirements: - Develop a robust Zapier automation that's responsive to Bark triggers - Tailor triggers to specific events, including: - End of Tenancy cleaning - Commercial cleaning contractors - Office cleaning - Moving out cleaning Skills and Experience: - Proficiency in Zapier, with a proven track record of building automated workflows. - Familiarity with Bark or similar platforms for setting up triggers. - Strong communication skills to ensure the automation is in line with my business needs. It's important that the freelancer I hire has a proactive approach and can suggest improvem...

We're a growing residential cleaning company in need of someone who wants to be the first point of contact with all our clients. We need you to answer phone calls and make outgoing calls to incoming leads, provide them quotes for our services and book them into jobber (the system we use to schedule clients). The ideal person for this role is someone who understands the importance of treating each interaction like they're on the phone with their grandmother. You take the time to explain things, ensure the customer understands our policies and helps resolve any issues as if it is a pleasure to do so. In short, we want someone who will treat this job as if it's their own company. Every interaction is important. In return for excellent customer service, unwaveri...

I have a project that involves data entry from an Excel file. The data needs cleaning and formatting before entry, and the end goal is data analysis. I am looking for a freelancer who can help me with the following: - Excel Data Entry: Transfer data from an Excel file into a designated system. - Data Cleaning & Formatting: Ensure the data is cleaned and formatted correctly before entry. - Data Analysis: Help in structuring the information in a way that facilitates analysis. Ideal skills for this project include experience in data entry, Excel, and data analysis. Looking for a reliable and detail-oriented freelancer to complete this task efficiently.

I require an experienced data cleaning specialist who can proficiently handle Excel spreadsheets. My project involves tidying up datasets related to customer, product, and financial data, though different types of data might need to be scrubbed too. This data cleansing task involves a lower volume dataset of less than 1,000 records. Key tasks include: - Identifying and correcting any inaccuracies. - Identifying and handling missing data. - Assuring the consistency of datasets. The ideal freelancer should have strong skills in spreadsheet management, a keen attention to detail, exceptional data analysis abilities, and a solid understanding of customer, product, and financial data. Experience in Excel and a proven track record in data cleansing are a must.

...Flexible work hours and remote work options to support work-life balance. How to Apply: Feel free to schedule a meeting using this link for discussing about this opportunity. We look forward to exploring your capabilities and potential contributions to our team! The project will involve a range of tasks, including but not limited to: - Data cleaning and processing - Creating and implementing AI models - Database management and optimization - Working with RESTful APIs If you're confident in your skills across these areas and have a solid experience in data engineering and AI, I'd love to hear from you....

I'm looking for an expert in Python to assist with implementing a GAN model for my small dataset, under 1,000 samples. The project involves three key components: - Data Preparation: You will be responsible for the initial preparation and cleaning of the dataset. This includes handling missing values, outliers, and ensuring the data is in a suitable format for the model. - Model Training: You will need to develop and train the Generative Adversarial Network (GAN) model using Python. The training process should be well-optimized for a small dataset to ensure the best possible results. - Model Evaluation: Following the training process, you will evaluate the GAN model's performance. This involves assessing metrics such as accuracy, precision, and recall. It's crucial...

I have an old personal photo that I would like to have enhanced. The photo is a bit faded and deteriorated, so I'm looking for someone with the skills and tools to improve its quality. Specifically, I would like the following enhancements: - Brightness and contrast adjustment - Sharpness improvement - Noise reduction As the photo is quite old, the task also involves cleaning up any visible signs of aging, such as scratches and discoloration. I'm aiming for the best restoration possible, aiming for a clear and vibrant image. Ideal skills and experience for this project include: - Strong photo editing skills - Experience in restoring old photos - Proficiency with tools for brightness and contrast adjustment, sharpness improvement, and noise reduction. Please provide a ...

Hi there, I'm in immediate need of a talented designer to create a striking 1/4 page print AD for brand promotion purposes. The dimensions for the AD must be: 3.8125 x 4.875 Ad Details: Custom Care Dry Cleaning 3 Convenient Locations in Tallahassee Always Free Pick up & Delivery Visit schedule a free delivery today call 850-222-0652 Include QR code linking to website. Attached is the Custom Care Logo. Our colors are Black and White. Key requirements for the role: - Proficiency in graphic design, specifically for print mediums - Experience in creating ads for a broad demographic - Exceptional time management skills - Quick turn-around time I'm aiming to get this project finished ASAP, so if you have the experience and you’re up to ...

Logo Refresh - looking for someone to help update the current logo for my business. I love it but I find that it is too dark, bold and intense. Would love to see how we could soften it to make it more friendly and appealing to all types of customers. Also, open to the idea of just cleaning up the logo to make it look elegant. There are 2 types of logos attached 1 - Main Logo 2 - Simplified Logo WWP I am still happy to keep the same colour but also open to similar colours if you have any other suggestions Font files are also uploaded

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

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

I need a professional to clean my text data. The primary goal is to standardize the formatting of the data. - Your main task will be to format the text data in a consistent and uniform way, ensuring that all the text data is correctly and uniformly structured. - You should be proficient in text data cleaning with experience in standardizing the formatting of textual content. - The data is currently stored in plain text files, so experience working with this type of data storage is necessary.

...seeking a highly skilled Node.js developer with experience in building text streaming applications. The project involves developing a robust and scalable text processing pipeline that can handle [briefly describe the data source and volume]. Key Responsibilities: QA Existing Design and implementation of our Node.js application for efficient text stream processing. Build functionalities to for data cleaning, transformation, analysis. Check mechanisms for error handling and logging. Ensure the application is scalable and performant. Provide clear and concise points what is Ok and what can be improved. Required Skills: Strong experience with Node.js development. Proficiency in text processing techniques (e.g., regular expressions, text manipulation). Familiarity with real-time da...

...significant experience in the cleaning service industry to assist in promoting my business. The Main Goal is to be able to speak with customers and book appointments for one our specialist to provide a quote. Therefore, your job is to be able to schedule appointments that is all. We are looking for a long term worker. I'm targeting the cleaning service industry specifically, with expertise in residential, commercial, and any kind of cleaning. Key skills and qualifications for the job include: - **Extensive Telemarketing Experience**: A proven track record in telemarketing, preferably in cleaning services. - **Excellent Communication Skills**: Ability to articulate the value of our services clearly and compellingly. - **Industry Knowledge**: Understa...

I'm seeking a photo editor who's adept at editing. My project involves the cleaning up of flyaways and broken hair in the front top of her hair in TWO JPEG photos to achieve a polished look in two images * Expertise required is photoshop * Project details: * Please remove flyaways from the subject's hair using digital manipulation techniques. * The quality level required for the finished images is high resolution. Being able to maintain the natural look of the hair and smoothing out the broken pieces while removing the undesired flyaways is of utmost importance. Your attention to detail will be key in meeting my project expectations. TWO IMAGES and please DO NOT EDIT ANYTHING EXCEPT HAIR

I'm looking for a digital marketing expert for creating and running a campaign on Taboola. The main goal of this project is to promote a specific service targeted at adults. It is a service of horse stall cleaning and manure removal. I want to run a campaign of the service with conversion based on service hired. The ideal candidate should: - Have extensive experience in creating targeted campaigns on Taboola; also flexible with other marketing platforms - Be knowledgeable about reaching and engaging with the adult demographic effectively - Be able to track and optimize the campaign performance, to ensure maximum visibility and conversion for my service Please detail your experience with similar campaigns in your bid. Preference will be given to freelancers who can showcase ...

Python programming and machine learning in 2 to 3 days. It requires data pre-processing and data cleaning. The machine learning model will need to be developed. And a relevant report will need to be completed, in 2 to 3 days. The data and details will be provided

I'm loo...and bathroom. These areas tend to accumulate dust and grime, and I can't always keep up with it. The cleaning service will be required monthly, so I need someone who can deliver a thorough and efficient cleaning each time. Key Responsibilities: - Dusting and wiping surfaces in the living room, kitchen, and bathroom - Sweeping and mopping floors - Cleaning the kitchen sink, countertops, and stovetop - Scrubbing the bathroom sink, toilet, and shower/bathtub - Disposing of trash and recycling Qualifications: - Proven experience in house cleaning - Attention to detail - Reliable and punctual - Respectful of privacy and belongings - Good time management skills - Ability to bring own cleaning supplies Please reach out if you meet the cri...

I'm looking to commission the creation of approximately 30 screens for a mobile application project in Figma, as well as 5 screens for the website counterpart of the same project. HandyConnect: Your Ultimate Service Marketplace" Description: HandyConnect revolutionizes the way users find and connect with trusted service providers for their everyday needs. Whether it's home cleaning, plumbing, electrical work, or any other task, HandyConnect is your go-to platform for seamless service delivery. Key Features: Effortless Service Booking: With HandyConnect, users can effortlessly browse through various categories of services, from household chores to specialized repairs. Our intuitive interface makes it easy for users to find exactly what they need in just a f...

I'm in need of a talented designer to create an eye-catching, modern and sleek flyer to advertise my product. The flyer needs to appeal to a wide range of people, so a versatile style is key. Key requirement...advertise my product. The flyer needs to appeal to a wide range of people, so a versatile style is key. Key requirements: - Design a modern and sleek flyer - Target a wide audience - Ensure the flyer is visually appealing and promotes the service effectively -Business name: Lufkin Pressure Washing -Phone number: 936-255-8929 -Language: English List of services: Driveway cleaning, Fence Cleaning, Window Cleaning, Gutter cleaning, Roof washing, Home Washing etc. Ideal Skills: - Graphic design experience - Proven track record in flyer design - Underst...

I'm in need of an experienced web scraper, proficient in Python, to gather pricing data from a range of websites. Key Requirements: - The scraper must specifically...target and extract pricing information. - The project involves scraping data from a moderate amount of websites (between 1 to 5), so the ability to efficiently manage multiple sources is a must. - The final delivery should be not just raw data, but organized and cleaned data. Ideal Skillset: - Proficient in web scraping tools and techniques, especially with Python. - Experience with handling and cleaning data. - Ability to manage multiple sources of data effectively. - Experience in working with pricing data is a plus. Please bid if you meet these requirements and can deliver efficient and well-structured resu...

For my business, Top Notch Cleaning Solutions LLC or TNCS, a top-tier cleaning service, I'm seeking a professional, modern logo design. I envision dominant colors to be black, white, red, and yellow, exuding professionalism. Essential aspects for the design: - Addition of specific symbols, specifically a broom, house, vacuum, mop, spray bottle, and a hard hat. - The logo should reflect our business specialty in post-construction cleaning. Ideal skills: - Expertise in Professional Logo Design - Good Understanding of Color Theory - Creativity and Originality - Attention to Details

I am seeking an experienced data entry specialist to assist me with both digital and manual input into Microsoft Excel. The ideal freelancer will provide assistance with data extraction, cleaning, and verification to ensure accuracy and consistency of the data. Skills and experience required: - Proficient in digital and manual data entry - Expert in Microsoft Excel - Experience in data extraction, cleaning, and verification - Strong attention to detail - Ability to handle large amounts of data. The primary objective of this project is to manage and organize data efficiently. I'm expecting a high level of precision on the data entered. The candidate should be able to demonstrate experience in handling both digital and manual data entry jobs.

I need an expert with experience in creating eco-friendly cleaning products. Specifically, a powder detergent that's primarily used for general cleaning. Proficiency in incorporating biodegradable components is an absolute must. The ideal freelancer for this project would be someone with: - Knowledge in sustainable and green chemical formulations - Prior experience in detergent production, especially powder format - Understanding the necessary chemical composition for general cleaning products - Proven track record in creating biodegradable cleaning products.

I need an expert with experience in creating eco-friendly cleaning products. Specifically, a powder detergent that's primarily used for general cleaning. Proficiency in incorporating biodegradable components is an absolute must. The ideal freelancer for this project would be someone with: - Knowledge in sustainable and green chemical formulations - Prior experience in detergent production, especially powder format - Understanding the necessary chemical composition for general cleaning products - Proven track record in creating biodegradable cleaning products.

I'm seeking a reliable and meticulous housekeeper to perform general cleaning duties and laundry tasks once a week. Discussed further, I have specific preferences regarding the cleaning products and tools to be used in my home. Key Responsibilities: - Weekly general cleaning tasks - Carrying out laundry and ironing chores. Ideal Capabilities: - Proven experience as a competent housekeeper or domestic assistant. - Knowledgeable about different types of cleaning products and tools. - Excellent communication skills to understand and follow my preference. Preference over cleaning products and tools will be discussed once selected providing flexibility and to meet my specific need. Reliable, punctual, and thorough in your work, you take ...

I'm trying to create a side hustle cleaning Airbnb properties. Need an ad created showing people performing cleaning duties. They can call for an estimate. Serving Shasta County. 530-921-4839 Ad Dimensions: 1160 x 873

...detailing website with an integrated booking system. Key Features: - The website should offer full car detailing services, including both exterior and interior cleaning. - The booking system should be user-friendly, allowing customers to easily schedule their appointments. - Integration of Credit Card payment gateway for seamless transactions. Ideal Skills: - Proficiency in web development, particularly in e-commerce and booking system functionalities. - Experience with integrating payment gateways, especially Credit Card processing. - UX/UI design skills to ensure a user-friendly and visually appealing website. - Prior experience in creating similar booking systems or car detailing websites would be a plus. If you're confident you can deliver a hig...

I'm looking for a WordPress expert who can improve the performance of my website through code cleaning and optimization. Your work will not only involve identifying and fixing issues but also ensuring that the website runs smoothly and efficiently. The end goal is to have a clean, fast, and effective WordPress site. I will give my home page and rearrange the coding to make the page as fast as possible. The fastest AND best script will get the project. If you AND we enjoy working with you, you will be paid you 1500$ more to do the same for the whole website. Ideal candidate for this job would have: - Proficiency in WordPress - Solid experience in website performance optimization - Expertise in mobile optimization and resource usage reduction

Here is the contest task: Copy our home page, and rearrange the coding to make the page as fast as possible. The fastest AND best script wins the contest. If you win AND we enjoy working with you, you will be paid to do the same for the whole website. ____________________________________________ I'm looking for a WordPress expert who can improve the performance of my website through code cleaning and optimization. Key Responsibilities: - Identify and resolve slow website performance issues - Simplify and clean existing code to make it fast and effective - Optimize image loading, database queries, and caching mechanisms - Identify and address issues related to page builders, resource-intensive plugins, heavy themes, and third-party scripts. Ideal Ca...

I'm in need of an expert in Machine Learning with a strong proficiency in Python. The successful candidate will be assisting me with various stages of my project. Key Tasks: - Data Preprocessing: You will be tasked with cleaning, transforming, and preparing the raw data for analysis. - Model Development: The creation, fine-tuning, and optimization of the machine learning models lies within this area. - Model Evaluation: Once the model is built, you will be responsible for evaluating the model's performance and making necessary adjustments. The ideal candidate for this project should have: - Advanced proficiency in Python with a strong background in Machine Learning. - Prior experience with data preprocessing, model development, and model evaluation. - Excellent problem-s...

I'm looking for a skilled Photoshop editor to assist with editing 1-10 photos. Key Requirements: - Proficiency in Adobe Photoshop - Experience in photo editing The task will involve: - Enhancing the quality of the photos - Cleaning up images - Possible light retouching Please provide examples of your previous work, especially in photo editing, when applying for the job.

I'm in need of an expert web designer to add finesse to my existing exterior cleaning website. Here’s what I’m looking for: Service Page Redesign: - Focus on service pages- - The existing content needs to be reimagined with more vivid visual elements and a better layout. Integrate relevant images, videos, and other graphic elements to complement the service descriptions. Front Page Revamp: - The existing front page design needs to be uplifted by emphasizing 'Call-to-Action' buttons. These enhancements should naturally guide the visitors towards the desired actions, driving engagement and conversions. Website is

I need a professional to clean my text data. The primary goal is to standardize the formatting of the data. - Your main task will be to format the text data in a consistent and uniform way, ensuring that all the text data is correctly and uniformly structured. - You should be proficient in text data cleaning with experience in standardizing the formatting of textual content. - The data is currently stored in plain text files, so experience working with this type of data storage is necessary.

I need help to sanitize my online database to eliminate duplicate entries. My primary data source is an online database which has become cluttered with repetitive information. This hampers the overall efficiency and creates error in my out...duplicate entries. My primary data source is an online database which has become cluttered with repetitive information. This hampers the overall efficiency and creates error in my outputs. I urgently require a skilled data entry expert with a strong competency in data cleaning, in particular, the elimination of duplicate entries. Your role will involve systematically reviewing the database, identifying duplicates and then removing or merging this data. Familiarity with online databases and previous experience in data cleaning is a necessi...

I need help to sanitize my online database to eliminate duplicate entries. My primary data source is an online database which has become cluttered with repetitive information. This hampers the overall efficiency and creates error in my out...duplicate entries. My primary data source is an online database which has become cluttered with repetitive information. This hampers the overall efficiency and creates error in my outputs. I urgently require a skilled data entry expert with a strong competency in data cleaning, in particular, the elimination of duplicate entries. Your role will involve systematically reviewing the database, identifying duplicates and then removing or merging this data. Familiarity with online databases and previous experience in data cleaning is a necessi...