Explore Flowers of the Amazon forest : the botanical art of Margaret Mee through data • Key facts: author, publication date, book publisher, book series, book subjects • Real-time news, visualizations and datasets

This dataset offers a granular look at the daily Open, High, Low, Close, and Volume (OHLCV) data for some of the Amazon.com Inc. stock (AMZN) Updated every trading day, it aims to serve as a resource for researchers, traders, and finance enthusiasts.

Key Features: - OHLCV: The foundational data points for any financial analysis. - Adjusted Close: This considers dividends and splits, offering a true reflection of value over time. - Change %: Offers a day-to-day percentage change, capturing market momentum. - 20 Day Average Volume: A rolling metric to gauge trading liquidity and interest over roughly a month.

Split Adjusted: Given its history of stock splits, a separate dataset with split-adjusted data is available, ensuring accuracy in historical comparisons.

Image source: https://wallpapers.com/wallpapers/amazon-digital-city-art-npcp6jc782ixp9zs.html

In four studies, I attempted to use an art categorization task to temporarily manipulate participants' need for structure, and possibly their attitudes toward bisexual people. The task involved categorizing ambiguous or unambiguous items as "art" or "not art."Data were collected via Amazon Mechanical Turk in July and August 2013. Study 1 took place on 2013-07-08, Study 2 on 2013-07-24, Study 3 from 2013-08-01 to 2013-08-02, and Study 4 on 2013-08-12.I recognize that the documentation of this project could be more detailed. I have many projects that could benefit from additional public documentation. If you are using the data, please reach out to me via email and I can prioritize sharing more information about this one. My most up-to-date email address should be available at saraemilyburke.com/contact.html.

Amazon's Zoox has launched a new robotaxi production facility in California, enhancing its role in the autonomous vehicle industry with plans to produce 10,000 units annually.

DESCRIPTION

The dataset provided contains movie reviews given by Amazon customers. Reviews were given between May 1996 and July 2014.

Data Dictionary UserID – 4848 customers who provided a rating for each movie Movie 1 to Movie 206 – 206 movies for which ratings are provided by 4848 distinct users

Data Considerations - All the users have not watched all the movies and therefore, all movies are not rated. These missing values are represented by NA. - Ratings are on a scale of -1 to 10 where -1 is the least rating and 10 is the best.

Analysis Task - Exploratory Data Analysis:

Which movies have maximum views/ratings? What is the average rating for each movie? Define the top 5 movies with the maximum ratings. Define the top 5 movies with the least audience. - Recommendation Model: Some of the movies hadn’t been watched and therefore, are not rated by the users. Netflix would like to take this as an opportunity and build a machine learning recommendation algorithm which provides the ratings for each of the users.

Divide the data into training and test data Build a recommendation model on training data Make predictions on the test data

Context

This data set was created so as to analyze the latest shows available on Amazon Prime as well as the shows with a high rating.

Content

The data set contains the name of the show or title, year of the release which is the year in which the show was released or went on-air, No.of seasons means the number of seasons of the show which are available on Prime, Language is for the audio language of the show and does not take into consideration the language of the subtitles, genre of the show like Kids, Drama, Action and so on, IMDB ratings of the show: though for many tv shows and kid shows the rating was not available, Age of Viewers is to specify the age of the target audience- All in age means that the content is not restricted to any particular age group and all audiences can view it.

Acknowledgements

I have collected this data from Amazon Prime's Website.

Inspiration

Since a lot many TV shows have high IMDB ratings but don't get viewed that much because the audience is not aware of it or it is not advertised much. I have created this data set so as to find out the highest-rated shows in each category or in a particular genre.

Classification accuracy of ML algorithms on different feature sets.

Comparison of state-of-the-art approaches with the proposed work.

Content

The dataset include screentime information about the TV Show The Boys for all episodes of the first 3 seasons. The information include actor unique ID, character name, time of entrance in the scene, time of exit from the scene.

Source

Data was collected from Prime Video XRay feature following this tutorial

According to Cognitive Market Research, The Global Paint Marker Market size was USD 2.30 billion in 2023 and will expand at a compound annual growth rate (CAGR) of 4.80% from 2023 to 2030.

The demand for paint markers is rising due to the numerous strategies adopted by key participants.
Rising Interest in Arts and Crafts higher in the Paint Marker market.
The Household category held the highest paint marker market revenue share in 2023.
North American paint marker market will continue to lead, whereas the European paint marker market will experience the most substantial growth until 2030.

Rising Interest in Arts and Crafts to Boost Market Growth

The paint marker market has experienced a significant boost in recent years due to the rising interest in arts and crafts. Global crafting industry has been steadily growing. As more individuals seek creative outlets and artistic expression, paint markers have become essential tools for artists and craft enthusiasts. This surge in interest is underscored by a survey conducted by the Pew Research Center, which found that 63% of American adults engage in some form of creative hobby, such as painting, drawing, or crafting. The demand for vibrant and versatile paint markers to adorn canvases, fabric, and various craft projects is a driving force behind the market's growth.

DIY and Personalization Trends to Anticipate the Market Growth

The growth of the DIY and personalization trends, the paint marker market has flourished. The DIY culture has become a global phenomenon, with data from Statista showing that over double growth of U.S. adults have engaged in DIY home improvement projects. This trend extends to personalization, where consumers are eager to customize their belongings. Paint markers provide an accessible and versatile means to meet these demands. Sales of paint markers have surged on e-commerce platforms. For instance, during the COVID-19 pandemic, Amazon reported a notable increase in sales of art and craft supplies, highlighting the market's resilience and growth potential in response to DIY and personalization trends.

Eco-friendly alternatives which are environmentally safe are driving market demand

Market Dynamics of the Paint Marker market

Limited Shelf Life and Environmental Concerns to Limit Market Growth

One of the significant restraints in the paint marker market is the limited shelf life of these products. The Art & Creative Materials Institute (ACMI), most paint markers have a shelf life of around 2-3 years. Beyond this period, the ink dry up resulting in reduced effectiveness. This limitation can lead to product wastage and additional expenses for consumers who need to replace markers frequently. Manufacturers are continuously working on improving the shelf life of their products through better sealing and ink formulations to mitigate this challenge. Environmental concerns pose a growing restraint on the paint marker market. Many paint markers, particularly those with solvent-based inks, contribute to environmental issues due to the presence of volatile organic compounds (VOCs) in the inks.

Impact of COVID–19 on the Paint Marker market

The COVID-19 pandemic significantly impacted the paint marker market. Lockdowns and restrictions disrupted supply chains, affecting the availability of raw materials and manufacturing capabilities. Consumer demand for paint markers fluctuated as non-essential businesses closed and people spent more time at home, leading to changes in usage patterns. Art and craft applications saw a surge in popularity as individuals engaged in creative activities during lockdowns, while industrial and commercial use experienced slowdowns. E-commerce sales of paint markers witnessed a notable boost as consumers turned to online platforms for their creative and DIY needs. Introduction of Paint Marker

Key players in the paint marker market employ various strategies to maintain and enhance their market presence. These strategies include includes various types of markers filled with paint-based ink or pigment that can be used for drawing, coloring, labeling, and writing on a wide range of surfaces. Paint marker market is a significant segment of the larger writing instruments and art supplies industry. The market size is estimated to be in the billions of dollars. Additionally, these markers use oil-based ink, which is highly durable and su...

Performance evaluation of our approach with-respect-to literature.

Location and description of public art works in Rimouski**This third party metadata element was translated using an automated translation tool (Amazon Translate).**

Optimized network structure.