Apple is one of the most influential and recognisable brands in the world, responsible for the rise of the smartphone with the iPhone. Valued at over $2 trillion in 2021, it is also the most valuable...

The Americas are Apple’s largest regional market, bringing in net sales of **** billion U.S. dollars in the fourth quarter of the company’s 2025 fiscal year. Europe and Greater China are two other major markets for Apple. U.S.: Apple’s biggest market The high revenue generated from the Americas is largely due to Apple’s strong performance in their home market, the United States. Apple has the largest market share among smartphone vendors in the U.S. by a large margin. Although international sales have a growing share of Apple’s total revenue, the U.S. still accounts for around ** percent of Apple’s net sales. The U.S. also has the highest concentration of Apple stores, which are Apple’s own chain of retail stores that showcase and sell Apple’s various products, including the iPhone, iPad, Apple Watch, and others. iPhone: Apple’s most profitable product The iPhone, initially released in 2007, became Apple’s most successful product: the share of iPhone sales consistently amounts to more than ** percent of Apple’s overall share of sales. The early generations of iPhone revolutionized the mobile phone industry and popularized the use of smartphones. Now in the 18th generation, the new iPhone 16 Pro and 16 Pro Max continue to contribute to the success of Apple’s signature product, helping push for year-on-year iPhone sales growth despite the economic recession we are experiencing.

Apple Iphones sold in India

Price, Rating, and Reviews

By Tony Paul [source]

About this dataset

This dataset contains detailed information about Apple iPhones that have been sold in India. Each entry includes the product name, brand, sale price, maximum retail price (MRP), universal product code (UPC), number of reviews and ratings obtained from customers, discount percentage offered on various products, as well as the random access memory (RAM) size associated with each product. Dive into this comprehensive collection of Apple products for a better understanding of selling iPhone models in India and accurately capture insights about customer preferences and market trends!

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How to use the dataset

Here is how to use this dataset effectively: - Start by exploring the headers of each column to understand the data features available in the dataset; you should be able to identify which columns contain what kind of data. - To get an overview of your data, calculate summary statistics such as means and standard deviations for numerical columns (e.g., Sale Price, Mrp etc.). - Visualize your data using a variety of techniques like histograms, scatter plots and correlation matrices - this will help you look for possible relationships between different variables. You may also consider creating pair plots that allow you to compare and visualize pairs of variables against each other at a glance. - Finally, start building models or perform exploratory analysis such as hypothesis testing with the help of various statistical methods or machine learning algorithms for further insights into the Apple iPhone sales in India!

Research Ideas

• Developing an AI-based Product Recommender System using the attributes of Apple Iphones (e.g. price, discount percentage, ratings, reviews & RAM) for customers who are looking to purchase new Apple phone in India
• Creating a brand intelligence system that analyses the popularity of different Apple product models and rank them according to their performance over time
• Using Machine Learning to build a predictive model for forecasting sales patterns and predicting demand for future sales of Apple Iphones in India

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

Unknown License - Please check the dataset description for more information.

Columns

File: apple_products.csv | Column name | Description | |:------------------------|:--------------------------------------------------------------------------| | Product Name | The name of the Apple iPhone product. (String) | | Product URL | The URL of the product page. (String) | | Brand | The brand of the Apple iPhone product. (String) | | Sale Price | The price of the Apple iPhone product at the time of sale. (Numeric) | | Mrp | The maximum retail price of the Apple iPhone product. (Numeric) | | Discount Percentage | The percentage of discount offered on the Apple iPhone product. (Numeric) | | Number Of Ratings | The number of ratings given to the Apple iPhone product. (Numeric) | | Number Of Reviews | The number of reviews given to the Apple iPhone product. (Numeric) | | Upc | The universal product code of the Apple iPhone product. (String) | | Star Rating | The star rating of the Apple iPhone product. (Numeric) | | Ram | The Random Access Memory size of the Apple iPhone product. (Numeric) |

Acknowledgements

If you use this dataset in your research, please credit the original authors. If you use this dataset in your research, please credit Tony Paul.

The number of Apple iPhone unit sales dramatically increased between 2007 and 2024. Indeed, in 2007, when the iPhone was first introduced, Apple shipped around **** million smartphones. By 2024, this number reached over ***** million units. The newest models and iPhone’s lasting popularity Apple has ventured into its 17th smartphone generation with its Phone ** lineup, which, released in September 2025, includes the **, ** Plus, ** Pro and Pro Max. Powered by the A19 bionic chip and running on iOS **, these models present improved displays, cameras, and functionalities. On the one hand, such features come, however, with hefty price tags, namely, an average of ***** U.S. dollars. On the other hand, they contribute to making Apple among the leading smartphone vendors worldwide, along with Samsung and Xiaomi. In the first quarter of 2024, Samsung shipped over ** million smartphones, while Apple recorded shipments of roughly ** million units. Success of Apple’s other products Apart from the iPhone, which is Apple’s most profitable product, Apple is also the inventor of other heavy-weight players in the consumer electronics market. The Mac computer and the iPad, like the iPhone, are both pioneers in their respective markets and have helped popularize the use of PCs and tablets. The iPad is especially successful, having remained as the largest vendor in the tablet market ever since its debut. The hottest new Apple gadget is undoubtedly the Apple Watch, which is a line of smartwatches that has fitness tracking capabilities and can be integrated via iOS with other Apple products and services. The Apple Watch has also been staying ahead of other smart watch vendors since its initial release and secures around ** percent of the market share as of the latest quarter.

The Apple iPhone is arguably one of the most transformative consumer products of the 21st century. Its launch in 2007 not only redefined the mobile phone but also reshaped entire industries. Analyzing its journey provides incredible insights into product strategy, market saturation, pricing power, and its monumental impact on Apple's financial performance.

This synthetic dataset was created to provide a single, clean, and accessible source for exploring the iPhone's complete history. Since Apple stopped reporting official unit sales in 2018, this dataset uses a combination of historical reported data and realistic, revenue-based estimations to provide a continuous timeline from 2007 to a projection for 2025 The dataset consists of a single CSV file, apple_iphone_history_2007_2025.csv, containing annual data with the following columns:

Year: The calendar year.

iPhone_Model_Released: The flagship iPhone model(s) launched that year.

Release_Date: The month and year of the primary launch event.

Units_Sold_in_Year_Millions: An estimated figure of total iPhones sold in the calendar year, in millions.

Average_Selling_Price_USD: An estimated average price of an iPhone sold that year, accounting for the mix of different models and storage tiers.

Annual_iPhone_Revenue_Billions: Estimated revenue from all iPhone sales for the year, in billions of USD.

Annual_Total_Apple_Revenue_Billions: The actual total revenue for Apple, Inc. for the fiscal year, providing context for the iPhone's contribution.

iPhone_Revenue_as_Percentage_of_Total: A calculated field showing how much of Apple's total business is driven by the iPhone.

Average_Stock_Price_USD_Annual: The approximate average stock price (AAPL) for that calendar year, adjusted for all historical stock splits.

Methodology

Pre-2018 Data: Unit sales are based on officially reported figures from Apple's historical financial statements.

Post-2018 Data: Unit sales are carefully estimated based on Apple's publicly reported quarterly iPhone revenue and prevailing market analysis of the Average Selling Price (ASP).

Financials & Stock: Revenue and stock price data are based on publicly available historical financial records.

Projections (2024-2025): The final two rows are conservative forecasts based on recent growth trends and market expectations.

Inspiration (Potential Project Ideas) This dataset is perfect for time-series analysis, business intelligence, and data visualization. Here are a few questions you could explore:

The ASP Shift: Can you visualize the turning point in 2017 (iPhone X) where Apple's strategy shifted from pure unit growth to maximizing revenue through higher Average Selling Prices?

Correlation Analysis: What is the correlation between Annual_iPhone_Revenue_Billions and the Average_Stock_Price_USD_Annual? How has this relationship changed over time?

Peak iPhone? Based on the data, has the iPhone's contribution to Apple's total revenue (iPhone_Revenue_as_Percentage_of_Total) peaked?

Forecasting: Can you build a time-series model to predict iPhone unit sales and revenue for 2026 and beyond?

Historical Dashboard: Create an interactive dashboard that tells the story of the iPhone's journey from 2007 to today.

In fiscal year 2025, Apple's revenue by segment (products & services) are as follows: iPad: $28.02 B, iPhone: $209.59 B, Mac: $33.71 B, Service: $109.16 B, Wearables, Home and Accessories: $35.69 B.

The iPhone is Apple’s most popular product, selling ***** million units in the fourth quarter of 2018. Apple’s other signature products, the iPad and the Mac computer, sold **** and *** million respectively in the same quarter. iPhone Apple’s iPhone, being first introduced to the market in 2007, was a revolutionary device that changed the landscape of the mobile phone industry. Now 12 years after its initial release, about *** billion iPhones have been sold worldwide, making it one of the most used smartphones in the world. Revenues generated from iPhone sales consistently make up around ** percent of Apple’s overall revenue in recent years and in the first quarter of 2019 alone, revenues generated by iPhone sales amounted to ** billion U.S. dollars. iPhone’s great success contributes to Apple’s booming revenue and helped to make the company one of the world’s most valuable brands.

Context

Apple's transformation from "Apple Computer, Inc." to the world's first trillion-dollar company was driven by a masterful expansion of its product portfolio. While the iPhone was the star, its success was bolstered and complemented by the steady performance of the Mac, the creation of the tablet market with the iPad, and the explosive growth of the Wearables category with the Apple Watch and AirPods.

This synthetic dataset was created to provide a single, unified view of this incredible journey. It allows analysts, students, and enthusiasts to explore the entire Apple hardware ecosystem side-by-side on an annual basis. Since Apple stopped reporting official unit sales in 2018, this dataset uses a combination of historical reported data and realistic, revenue-based estimations to provide a continuous timeline from 2007 to a projection for 2025.

Content

The dataset consists of a single CSV file, apple_full_product_portfolio_2007_2025.csv. The columns are structured to provide a complete overview of Apple's performance:

Identifier Columns:

Year: The calendar year.

Average_Stock_Price_USD_Annual: The approximate average AAPL stock price for the year, adjusted for splits.

Model Release Columns:

iPhone_Model_Released: The flagship iPhone model(s) launched that year.

MacBook_Model_Released: The year's most significant MacBook releases (e.g., MacBook Air, Pro, key chip updates like M1).

iPad_Model_Released: The year's most significant iPad releases (e.g., iPad, Pro, Air, Mini).

Watch_Model_Released: The year's most significant Apple Watch releases (e.g., Series number, SE, Ultra).

Product Performance Metrics (pattern repeats for each product):

[Product]_Units_Sold_Millions: Estimated units sold for the product line.

[Product]_ASP_USD: Estimated Average Selling Price for the product line.

[Product]_Revenue_Billions: Estimated revenue in billions for the product line. (Products include: iPhone, MacBook, iPad, Watch, AirPods)

Consolidated Financials:

Services_Revenue_Billions: Revenue from services like the App Store, iCloud, Apple Music, etc.

Other_Products_Revenue_Billions: Revenue from all other minor products.

Total_Revenue_Billions: The comprehensive total annual revenue for Apple Inc.

Methodology

This dataset is a carefully constructed synthetic chronicle.

Data before 2018 is based on Apple's official (but now discontinued) unit sale reports and financial statements.

Data from 2018 onwards is estimated based on Apple's public quarterly financial reports, using reported category revenues to inform unit sales and ASP calculations.

Projections for 2024-2025 are conservative forecasts based on recent market trends.

Inspiration (Potential Project Ideas) This rich, multi-product dataset opens the door for deep strategic analysis:

The Rise of an Ecosystem: Create a stacked area chart of all revenue columns to visualize how Apple's revenue mix has evolved from being iPhone-centric to a balanced portfolio with massive growth in Wearables and Services.

Impact of Generational Leaps: Did the introduction of the M1 chip for MacBooks in 2020 have a more significant impact on sales and ASP than the Touch Bar in 2016? Pinpoint key model releases and measure their financial impact.

Cannibalization or Halo Effect?: Explore the relationship between product lines. Did the explosive growth of the iPad in its early years affect MacBook sales? Does a strong iPhone year correlate with a strong Apple Watch year?

Predictive Modeling: With over 18 years of comprehensive data, can you build a model that uses the performance of individual product lines to predict Apple's total revenue or future stock price?

Apple’s iPhone sales accounted for around *****percent of the company’s overall revenue in the fourth quarter of fiscal year 2025, the largest share of all Apple products. Over the years, services as well as wearables, home, and accessories have made a growing contribution to Apple’s net sales. Apple’s revenue growth amid the pandemic In the first quarter of financial year 2025, Apple’s global revenue reached around *** billion U.S. dollars. The Americas are Apple’s largest regional market and contributed to around ** percent of the firm’s sales in that quarter. Who are Apple’s competitors? Having a broad family of products, Apple competes with different companies in different markets. Samsung is Apple’s largest adversary in the global smartphone market, where the company had a share of almost ** percent in the second quarter of 2024. Similarly, Apple has a solid position in the PC market without a leading advantage. The situation is reversed in the tablet market and the smartwatch market, where Apple has remained the leader since the early days, staying ahead of Samsung, Huawei, Amazon, etc.

iPhone sales comprised approximately ******percent of Apple’s total revenue in the fourth quarter of the company’s fiscal year 2025. iPhone sales usually contribute to **** or more than **** of Apple’s overall sales revenue. Apple’s other businesses, such as the Apple Watch and the iTunes Store, have been bringing in growing shares of revenues too. Apple is the second largest smartphone vendor. As Apple’s most successful product, the iPhone is one of the most heavyweight players in the smartphone market, with dozens of millions of iPhones being shipped every quarter. Indeed, when it comes to smartphone vendor share, Apple is the second-largest smartphone vendor in the world, after Samsung. The The iPhone runs the iOS system, which is Apple’s in-house operating system. Most other products on the market run the Android system developed by Google. iOS occupies around a ******* of the overall mobile operating system market, Android the rest. The differences between iOS and Android iOS is a closed system, while Android is more open, which means that users can better customize their phones using the Android system. Because of its open nature, Android is also an easier target for hackers, whereas iOS is considered safer as Apple does not release its source code to developers and users. Both operating systems get regularly updated—Android 13 is Android’s 13th major release, and iOS 17 is the 17th major iOS release. Due to the great many models of Android phone devices, the Android versions are more fragmented than iOS, with older versions like Marshmallow and Lollipop still running on a big number of devices, whereas iOS **, released in 2023, runs on around ** percent of all Apple devices when looking at iOS version share.

In the fourth quarter of its 2025 fiscal year, Apple generated around ***billion U.S. dollars in revenue from the sales of iPhones. Apple iPhone revenue The Apple iPhone is one of the biggest success stories in the smartphone industry. Since its introduction to the market in 2007, Apple has sold more than *** billion units worldwide. As of the third quarter of 2024, the Apple iPhone’s market share of new smartphone sales was over ** percent. Much of its accomplishments can be attributed to Apple’s ability to keep the product competitive throughout the years, with new releases and updates. Apple iPhone growth The iPhone has shown to be a crucial product for Apple, considering that the iPhone’s share of the company’s total revenue has consistently grown over the years. In the first quarter of 2009, the iPhone sales were responsible for about ********* of Apple’s revenue. In the third quarter of FY 2024, this figure reached a high of roughly ** percent, equating to less than ** billion U.S. dollars in that quarter. In terms of units sold, Apple went from around **** million units in 2010 to about *** million in 2023, but registered a peak in the fourth quarter of 2020 with more than ** million iPhones sold worldwide.

In the spring of 1976, two college dropouts assembled a computer in a garage. Nearly five decades later, their company, Apple Inc., is now among the world’s most influential tech giants. From reshaping communication with the iPhone to pioneering digital ecosystems, Apple’s impact is etched across industries. In 2025, Apple...

In the third quarter of 2025, Apple held an **** percent share of the global smartphone market, marking an increase of *** percentage points compared to the previous quarter. Long-time competitor Samsung maintained the leading position, with a market share of ** percent. Apple and Samsung continue to dominate the smartphone market Apple has been among the top-five smartphone vendors in the world since 2009. With the decline of former market leaders Nokia and RIM, Apple and Samsung were able to grow their presence in the market. As a result of political pressure, tariffs and restrictions imposed by the U.S, Chinese manufacturer Huawei has recently dropped off of the top five list in the smartphone market, while Xiaomi, Oppo, and Transsion have gained ground. Coronavirus (COVID-19) pandemic impact on iPhone sales While the long-term impact of the coronavirus (COVID-19) pandemic on sale is difficult to determine, the immediate impact was quickly visible. While large quarterly fluctuations are normal for Apple’s revenue cycle, one must look back to 2017 to find two consecutive quarters in which Apple generated less than ** billion U.S. dollars in revenue from the iPhone. A less strong performance in the first quarter of 2024, lead by the iPhone 16, gave Apple the ****** spot in terms of quarterly global unit shipments after Samsung, although strong sales in the fourth quarter of every year is a common occurrence with Apple products.

In the fourth quarter of 2018 alone, Apple sold 46.89 million iPhones worldwide, a figure which slightly outpaced its sales from the corresponding quarter of 2017. In entire 2018, 217.72 million iPhones were shipped worldwide. Apple typically releases at least one new version of its iPhone each year, a strategy which has helped the company consistently pull in quarterly sales figures in the tens of millions. Apple stopped reporting iPhone unit sales at the end of fiscal year 2018; more recent shipment data can be found here. iPhone’s popularity As of 2019, estimates suggest that the United States is home to around 266 million smartphone users, cementing the country’s place as a major regional market within the industry. Of those U.S. based smartphone consumers, over 45 percent are Apple iPhone users. This market share figure speaks to the iPhone’s massive popularity within its domestic market, but how does the product fare internationally? At a global scale, Apple’s flagship product faces increased competition, especially from established Asian technology firms like Samsung, Huawei, and OPPO. Despite this, the iPhone has consistently ranked among the most popular devices in the world since its initial release in June 2007. Apple products Although the iPhone is the company’s biggest revenue generator by far, Apple offers a multitude of products across a variety of consumer electronics categories. The company’s products include everything from laptops to smartwatches, while additionally offering tech-related services such as an online payment platform and cloud storage.

In fiscal year 2025, Apple's revenue by geographical region are as follows: Americas Segment: $178.35 B, Europe Segment: $111.03 B, Greater China Segment: $64.38 B, Japan Segment: $28.70 B, Rest of Asia Pacific Segment: $33.70 B.

These datasets provide a comprehensive overview of Apple's financial performance by product and geographical segments from 2010 to 2024. The data is compiled directly from the company's annual 10-K filings with the U.S. Securities and Exchange Commission (SEC), ensuring a high degree of reliability and accuracy.

Dataset 1: Apple Sales by Product Segment This dataset details Apple's net sales across its major product and service categories. It shows the evolution of Apple's business model from a hardware-centric company to one with a significant and growing services component. The columns represent different business lines that have changed over time:

iPhone, Mac, iPad: Core hardware product categories.

iPod: An early product category whose sales data was eventually reclassified into a broader segment.

Other Products / Wearables, Home & Accessories: This category has evolved. Prior to 2015, this was a more general "Other Products" category. In later years, it was expanded and renamed to include products like the Apple Watch, AirPods, and HomePod, reflecting their growing strategic importance.

Services: This segment includes revenue from the App Store, Apple Music, iCloud, Apple Pay, and other digital services. Its consistent growth highlights Apple's successful diversification strategy.

Dataset 2: Apple Sales by Geographic Segment This dataset breaks down Apple's net sales by major global regions, providing insight into the company's international market penetration and performance. It includes data for:

Americas: Includes North and South America.

Europe: Includes European countries, as well as Africa, India, and the Middle East.

Greater China: Includes mainland China, Hong Kong, and Taiwan.

Japan: A distinct and long-standing key market for Apple.

Rest of Asia Pacific: Includes Australia and various other countries in Asia.

Example Use Cases These datasets can be used for a wide range of analytical purposes, including:

Trend Analysis and Forecasting: Analysts can use this data to identify long-term trends in Apple's sales. For example, by plotting the data, one could easily visualize the rapid growth of the Services segment, or the decline of the iPod as a standalone product. This can help in forecasting future revenue and strategic planning.

Market Share Analysis: By comparing Apple's sales data to the total market size for smartphones, personal computers, or tablets, analysts can estimate Apple's market share over time. This can be done on a global or regional basis to identify areas of strength and weakness.

Strategic Decision Making: Business leaders can use the geographic sales data to evaluate the success of market-specific strategies. For instance, a company could compare the growth rates in Greater China and Europe to determine which region offers more potential for a new product launch.

Comparative Analysis: The data can be used to compare Apple's performance against its competitors like Samsung or Google. By normalizing the data, one could analyze which company has a more diversified revenue stream or a stronger presence in specific international markets. I

The statistic shows a comparison of Apple iPhone, iPad and iPod sales from the first quarter of 2006 to the company's latest financial quarter. In Apple's forth financial quarter of 2018 approximately 47 million iPhones were sold worldwide. Apple product sales - additional information Since the introduction of the iPhone in June 2007, sales of the iPod have dramatically decreased from over 10 million units per quarter on average to less than 3 million units in the fourth quarter of 2014, after which Apple stopped reporting sales figures for the iPod as its own category. In contrast, sales of the iPhone have increased rapidly, with over 211 million units sold worldwide in 2016 and over 77 million units sold in the first quarter of 2018 alone. Apple’s operating system, iOS had a global market share of 12.5 percent in the third quarter of 2017, making it the second most popular operating system in the world behind only the Android OS. Apple released its first iPad in April 2010, with the two most recent models, the iPad Air 2 and the iPad Mini, announced in October 2014. There have been seven versions of the iPad to date. At the beginning of 2012, the iPad was the dominant force in the global tablet market with a market share of 58.1 percent. This share decreased to 25.8 percent in the third quarter of 2017 as Apple faced competition from Google and Samsung. The iPad nevertheless remains a major product for Apple with unit sales of 13 million in the first quarter of 2018, generating revenue of over 5.9 billion U.S. dollars.

As of the second quarter of fiscal year 2021, around ** percent of Apple Inc’s revenue was generated outside of the United States. Apple's total net sales amounted to around ***** billion U.S dollars in that quarter. Apple Inc. Revenue

Apple produces a wide range of consumer electronics, software, and more recently, IT-related services such as cloud storage and mobile payment processing. The company is one of the world’s greatest generators of revenue, raking in hundreds of billions of dollars around the world each year. The Americas region has always been Apple’s strongest market, with the U.S. making up a large portion of the company’s revenue both in the Americas region and overall. Founded and currently headquartered in California, it is no surprise that the company has such a strong presence in the U.S. market. Many of the company’s breakthrough consumer electronics products such as the iPhone and iPod first gained popularity in U.S. markets, but its domestic strength has allowed Apple to additionally pursue businesses in markets around the world.

Apple products

Consumer electronics products are the cornerstone of Apple’s success. Over ** percent of smartphone users in the U.S. use some version of the company’s iPhone device, making it the country’s most popular smartphone product by far. Apart from the iPhone, Apple produces successful lines of computers, tablets, and wearables, each of which brings the company billions of dollars per year.

iPhone Reviews from Amazon.com

30,000+ User-Submitted Reviews

By Crawl Feeds [source]

About this dataset

This 30,000+ reviews dataset for Apple iPhone from Amazon.com provides insights and comprehensive opinion data that can be used to understand current customer sentiment towards the product. With helpful_count as one of the columns, this dataset provides an opportunity to find out which reviews are most helpful for customers and highlights the key areas of improvement for other brands in a similar product range. Exceptional review ratings and detailed text reviews give readers an idea about why customers liked or disliked the product, providing valuable market feedback information such as what went wrong (or right). Alongside this, knowledge about where a review was made gives better context on whether comments should be taken lightly or with more pressing importance. An invaluable resource for industry stakeholders and researchers alike, use this dataset to gain a clearer picture of customer satisfaction surrounding Apple's latest release - The iPhone!

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How to use the dataset

This dataset contains over 30,000 reviews for the Apple iPhone from Amazon.com. It includes information such as the product name, helpful count, total comments, URL of the review, review country, date and time of the review, rating of the product given by reviewer, product company name and profile name. You can use this dataset to analyze customer feedback about the Apple iPhone from Amazon.

To get started with this dataset you should first read through each column and understand what it represents. Once you are familiar with each column then you can start exploring the data further by filtering out particular reviews or performing a sentiment analysis on particular reviews using tools such as Python's Natural Language Toolkit (NLTK). You could also look at analyzing trends in customer ratings over time or breaking down customer feedback into gender specific segments to gain more insights about user preferences.

You can also group reviews based on their geographical location and look at regional differences in user opinion towards a particular product feature or implementation style which may indicate alterations in usability/ technicalities that need to be addressed along with other factors such as cultural influence which may have an effect on user opinion towards a certain brand/product feature etc. This info could be used to inform your marketing strategies across different parts of your target market region thus providing more targeted results while creating ad campaigns aimed at driving sales for the aforementioned products/brands-helping improve ROI performance efficiently!

Lastly if you are looking for insights particularly regarding Apple’s competitors-it would be useful for you to analyze comparative feedback between customers regarding similar competitive brands/products allowing potential investments pivoting around stronger performers!

We hope this guide provides some useful insight into how to use this dataset effectively from Amazon mobile phones reviews set! Have fun exploring!!

Research Ideas

• To train a sentiment analysis model to better understand customers’ attitudes towards Apple's iPhone.
• To analyze the review comments and look for correlations between certain words and ratings, in order to gain insights on how customers perceive the phone based on their experiences with it.
• Create a combination of product reviews with video reviews from YouTube in order to provide potential buyers a more comprehensive overview of the features, performance and beauty of the iPhone before purchasing it

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

Unknown License - Please check the dataset description for more information.

Columns

File: apple_iphone_11_reviews.csv | Column name | Description | |:--------------------|:-------------------------------------------------------------| | product | The product being reviewed. (String) | | helpful_count | The number of people who found the review helpful. (Integer) | | total_comments | The total number of comments on the review. (Integer) | | url | The URL of the review post. (String) | | review_country | The country from which the review was posted. (Strin...

Apple generated over ***billion U.S. dollars in revenue from iPhone sales in the fourth quarter of the 2025 financial year. Apple revenue streams Apple registered its highest revenue to date in FY 2022, when the company’s revenue stood at over *** billion U.S. dollars. Apple’s success over the years can be explained by strong brand loyalty and the constant release of innovative products, updates, and features. The iPod, for example, was one of the first successful releases of the company to the consumer market. However, according to industry experts, the increased capacity of smartphones to play and store music led to the decline of digital music device sales, such as the iPod. Rise of Apple iPhone Since its introduction in 2007, Apple’s iPhone has gained space in the market. In the first quarter of Apple's 2025 financial year, iPhone sales revenue stood at over ** billion U.S. dollars. The increase in device sales had a direct impact on the iPhone’s share of the company’s total revenue. In the beginning of 2009, sales of the iPhone accounted for about ** percent of Apple’s total revenue. By the first quarter of 2025, this share was at around ** percent. Other products and services Apple’s iPad tablet, the Mac computer, and customer services are important revenue streams as well for Apple. Together, these three revenue streams generated over ** billion U.S. dollars for the company in the first quarter of the 2025 fiscal year. Other products such as wearables, home, and accessories generated over ** billion U.S. dollars in the same quarter.