This dataset contains a list of sales and movement data by item and department appended monthly. Update Frequency : Monthly

Analysis of ‘Dummy Marketing and Sales Data’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/harrimansaragih/dummy-advertising-and-sales-data on 28 January 2022.

--- Dataset description provided by original source is as follows ---

I made this data for my students in 'Data-Driven Marketing' and 'Data Science for Business'. Data contains: - TV promotion budget (in million) - Social Media promotion budget (in million) - Radio promotion budget (in million) - Influencer: Whether the promotion collaborate with Mega, Macro, Nano, Micro influencer - Sales (in million)

This data can be used for simple tasks: - Data preprocessing - Exploratory Data Analysis - Visualization - Prediction using Linear Regression and Model Evaluation

--- Original source retains full ownership of the source dataset ---

Report of Livestock Semen Collection Dummy Market is currently supplying a comprehensive analysis of many things which are liable for economy growth and factors which could play an important part in the increase of the marketplace in the prediction period. The record of Livestock Semen Collection Dummy Industry is providing the thorough study on the grounds of market revenue discuss production and price happened. The report also provides the overview of the segmentation on the basis of area, contemplating the particulars of earnings and sales pertaining to marketplace.

Sample data for exercises in Further Adventures in Data Cleaning.

Forecast: Doll, Toy and Game Sales in the US 2022 - 2026 Discover more data with ReportLinker!

Context

Dummy data to demo matplotlib

Content

43 CSV rows of sales (qty and price) of 5 products in 3 regions by 11 reps

Acknowledgements

https://www.wintellect.com https://www.superdatascience.com/

Inspiration

Thanks!

Context

Statistics from the Ministry of Internal Affairs and Communications, and the Bank of Japan.

Content

CPI_Core : Consumer Price Index (Composite excluding fresh food) / D1989 : Apr. 1989 sales tax rate increase dummy. / D1997 : Apr. 1997 sales tax rate increase dummy. / D2014 : Apr. 2014 sales tax rate increase dummy. / D2019 : Oct. 2019 sales tax rate increase dummy. / LF : Number of labor force / U : Number of unemployed / CGPI_DM : Domestic corporate goods price index / CGPI_EX : Export price index / CGPI_IM : Import price index

The global Infant Pacifier sales market is projected to grow from USD x.xx billion in 2016 to USD xx. xx billion by the end of 2028, at a CAGR of XX%. The major growth drivers for this market are the increasing number of babies born globally and the rise in demand for natural latex pacifiers among parents owing to their safety features when compared with plastic pacifiers. In addition, liquid silicone pacifiers have been gaining popularity due to their advantages such as being soft and flexible which makes it easier for infants' mouths to close around them.

An infant pacifier is a device that is inserted into the mouth of an infant to soothe him or her. It consists of a nipple-like protrusion made from silicone, latex rubber, or plastic and fits into the baby's mouth. When the baby sucks on it, the pacifier gives him or her a sense of security and calm. Also known as a soother, it is designed to satisfy the suckling instinct in babies. This helps them achieve self-soothing and fall asleep while preventing damage to their teeth.

On the basis of types, the market is segmented into Liquid Silicone Pacifier, Natural Latex pacifiers.

Liquid Silicone Pacifier

Liquid silicone is a synthetic material that is made of medical-grade silicone. It does not contain any latex or plastic and is completely safe for babies. Liquid silicone pacifiers are durable, soft, and do not cause any irritation to the baby's skin. They are also easy to clean and do not collect any germs. Also known as a silicone pacifier, it is the most popular type of pacifier in the market.

Natural Latex Pacifier

Natural latex is a type of rubber extracted from the sap of trees. It has high elasticity and durability, which makes it ideal for Baby Pacifiers. Natural latex can be easily cleaned after use without causing any damage to the pacifier's surface. They are also available in attractive colors and designs that make them visually appealing to babies.

On the basis of Application, the market is segmented into For babies of 0-3 months, For babies of 0-6 months, For babies of 6-18 months.

For babies of 0-3 months

The use of infant Pacifier sales in For babies of 0- to provide relief from teething pain and helps the baby to fall asleep. And it is also used to avoid sucking their thumb. They are made of soft and flexible material so it does not cause any irritation to the baby's skin. It can be easily cleaned after use without causing any damage to the pacifier's surface.

For babies of 0-6 months

The use of infant pacifier sales for babies of 0-six months is to help them sleep. It can also calm a baby and stop them from crying. They are available in different sizes, shapes, and colors. There are also different types of pacifiers such as liquid silicone pacifiers and natural latex pacifiers. Pacifiers can be found in most retail stores. They can also be ordered online. Infant pacifier sales are expected to grow over the next few years.

For babies of 6-18 months

The use of an infant pacifier for babies of this age group is to help them stop sucking their thumb or fingers. It also helps reduce the risk of developing dental problems. Pacifiers can also soothe a baby and help him or her fall asleep. Some parents believe that using a pacifier may interfere with breastfeeding, but there is no proof that this is the case.

On the basis of region, the market is segmented into North America, Latin America, Europe, Asia Pacific, and the Middle East & Africa.

North America is the most lucrative market for infant pacifier sales. This can be attributed to the high incidence of teething problems in infants and raising awareness about the benefits of using a pacifier. Europe is the second-largest market for infant pacifier sales, owing to the increasing number of working mothers and growing demand for baby care products. And the largest area in this region is Germany.

Growth factors of the Infant Pacifier Sales Market.

Some of the major growth factors for the infant pacifier sales market are:

– Increasing incidence of teething problems in infants

– Growing demand for baby care products

– Raising awareness about the benefits of using a pacifier.

_ Increasing number of working mothers

_ Expansion of the major players in emerging countries etc.

Report Scope

Taiwan Sales: DS: MN: Toy & Doll data was reported at 231,325.000 NTD th in May 2018. This records an increase from the previous number of 229,535.000 NTD th for Apr 2018. Taiwan Sales: DS: MN: Toy & Doll data is updated monthly, averaging 96,372.000 NTD th from Jan 1981 (Median) to May 2018, with 449 observations. The data reached an all-time high of 358,917.000 NTD th in Jul 1986 and a record low of 18,835.000 NTD th in May 1983. Taiwan Sales: DS: MN: Toy & Doll data remains active status in CEIC and is reported by Ministry of Economic Affairs. The data is categorized under Global Database’s Taiwan – Table TW.C0002: Sales: By Products: Domestic Sales: Value.

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Particl’s coverage spans small, medium, and large apparel & fashion companies. The entire Particl coverage is across over 25,000 eCommerce sites. The data is sourced through daily web scraping. This data is used for new product development, pricing analytics, mergers & acquisitions, and market insights.

Eximpedia Export import trade data lets you search trade data and active Exporters, Importers, Buyers, Suppliers, manufacturers exporters from over 209 countries

This statistic shows a timeline of the purchase figures of real and fake Christmas trees in the United States from 2004 to 2019. The sales figures from the National Christmas Tree Association show that throughout the years, Americans have preferred to put their presents under a real Christmas tree - in 2019, for example, they purchased **** million real Christmas trees. Christmas and Christmas trees in the United StatesUsually a decorated evergreen conifer, the Christmas tree is traditionally associated with the widely celebrated holiday of Christmas. The tree was traditionally decorated with edibles such as apples, nuts or dates and was illuminated by candles. Today, a wide variety of traditional ornaments such as garland, tinsel, candy canes and Christmas lights are used. The custom originated in early modern Germany around the sixteenth century and was introduced in North America in the eighteenth century by Brunswick soldiers. The most commonly used species are fir trees, which do not shed their needles when they dry out and also retain good foliage color and scent.According to the National Christmas Tree Association, there are close to *** million Christmas trees currently growing on Christmas tree farms in the United States alone and about ** to ** million real Christmas trees sold every year. In 2018, on average, real Christmas trees sold for ** U.S. dollars, whereas fake Christmas trees sold for about *** U.S. dollars.The economic impact of Christmas is a factor that has grown steadily over the past few centuries in many regions of the world. Christmas is a peak selling season for retailers; sales increase dramatically as people purchase gifts, decorations and supplies to celebrate. In the United States, the Christmas shopping season usually starts as early as October.

Outsmart competitors: Analyze Doll Making Kits sales cycles on WooCommerce. Compare your growth trajectory against category averages (presented as logarithmic values) to identify underutilized promotion windows and stock positioning gaps.

The global baby doll market is experiencing robust growth, driven by several key factors. Increasing disposable incomes in developing economies, coupled with a rising preference for experiential gifting over material possessions, fuels demand for interactive and educational toys like baby dolls. Furthermore, the market benefits from the enduring appeal of dolls as classic children's toys, fostering imaginative play and nurturing social-emotional development. The significant presence of established players like Hasbro, Mattel, and Disney alongside smaller niche brands caters to diverse consumer preferences and price points. The market is segmented by application (online vs. offline sales), doll type (soft body, hard body, electronic), and geographic region. While online sales channels are experiencing rapid expansion, brick-and-mortar stores remain a crucial distribution channel, particularly for tactile product experience. The electronic doll segment demonstrates strong potential, leveraging technological advancements to enhance play and engagement. However, challenges include fluctuating raw material costs and increasing competition. The market's growth trajectory is also influenced by shifting consumer preferences towards sustainable and ethically sourced toys, creating opportunities for brands emphasizing eco-friendly materials and manufacturing practices. Regional variations in market size and growth rates exist, with North America and Europe currently holding significant market shares, but Asia-Pacific is poised for significant expansion due to increasing urbanization and disposable income. Future growth is anticipated to be driven by innovation in doll design, incorporating features like AI and interactive capabilities, expanding the appeal of the product to a wider demographic. The forecast period from 2025-2033 projects continued expansion for the baby doll market. A conservative estimation of a 5% CAGR (Compound Annual Growth Rate) considering market maturity and economic factors is reasonable. This projection reflects moderate growth potential, taking into account both market saturation in established regions and emerging growth in developing economies. The market segmentation (by doll type and sales channels) presents opportunities for targeted marketing strategies. For instance, focusing on the increasingly popular electronic dolls segment or leveraging the growth of online sales through e-commerce platforms will be critical for companies to maintain and increase market share. Market participants would benefit from investing in research and development to create innovative and engaging doll designs, while simultaneously addressing consumer concerns regarding sustainability and ethical production.

This is a spreadsheet of 1 of 10 companies in the shoe industry. Highlighting COGS, Total Revenue, Market share and Industry share.

Note:- Only publicly available data can be worked upon

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The global baby pacifier market, valued at $598 million in 2025, is projected to experience steady growth, with a compound annual growth rate (CAGR) of 3.2% from 2025 to 2033. This growth is driven by several key factors. Increasing awareness among parents regarding the soothing benefits of pacifiers for infants experiencing teething pain or anxiety is a significant driver. Furthermore, the rising disposable income in developing economies and the increasing preference for premium, high-quality pacifiers made from materials like liquid silicone (known for its safety and durability) are contributing to market expansion. The market is segmented by sales channel (online and offline) and pacifier type (liquid silicone, natural latex, and others). The online sales channel is experiencing faster growth than offline channels due to increased e-commerce penetration and the convenience of online shopping. The preference for safer and more durable materials like liquid silicone is also driving segmentation within the product type category. Competitive dynamics are intense, with major players like MAM, Pigeon, AVENT, NUK, and Chicco vying for market share through product innovation, brand building, and strategic distribution partnerships. Regional variations exist, with North America and Europe currently holding significant market shares, while Asia-Pacific is poised for substantial growth driven by increasing birth rates and rising consumer spending. The market faces certain restraints, primarily related to concerns about potential long-term effects of pacifier use on dental development and the increasing popularity of alternative soothing methods. However, these concerns are largely mitigated by responsible parental guidance and the availability of orthodontically designed pacifiers. Manufacturers are actively addressing these concerns by improving product design and promoting responsible use through marketing campaigns. The market's continued growth is likely to be shaped by evolving parental preferences, advancements in pacifier technology, and a focus on safety and hygiene. Future projections suggest a continued upward trend, indicating a promising outlook for the baby pacifier market in the coming years. The market's steady expansion underscores the enduring need for pacifiers as a comfort and soothing tool for infants globally.

Report of Baby Doll Market is currently supplying a comprehensive analysis of many things which are liable for economy growth and factors which could play an important part in the increase of the marketplace in the prediction period. The record of Baby Doll Industry is providing the thorough study on the grounds of market revenue discuss production and price happened. The report also provides the overview of the segmentation on the basis of area, contemplating the particulars of earnings and sales pertaining to marketplace.

In 2023, Mattel's Barbie brand generated gross sales amounting to about 1.54 billion U.S. dollars, a drop compared to the 1.49 billion U.S. dollars of the previous year. The brand's gross sales peaked in 2021. Come on, Barbie Since the launch of Mattel’s Barbie fashion doll in 1959, Barbie has become a cultural icon in America and around the world. The commercial success of Barbie has allowed Mattel to become one of the most valuable toy brand worldwide. Although a truly worldwide phenomenon, a considerable proportion of Mattel’s sales come from America and Canada. A look at the gross sales of Mattel by region shows that over half of Mattel’s revenues are generated in the North American region. Hot Wheels Another one of Mattel's most lucrative brands is Hot Wheels. Introduced back in 1968, these scale model cars and track sets are still very popular today. In 2024, Mattel's Hot Wheels brand generated over 1.5 billion U.S. dollars' worth of gross sales. In the past five years, Global Hot Wheels sales have grown consistently.