Data Analytic Tools Essay Example

Data analytics is an essential exercise as it helps businesses in several ways. For instance, by comprehending data analytics, companies can settle for informed decisions concerning where and how to allocate their resources and how to price their services and products. In addition, data analytics assist businesses in identifying trends and understanding their customer base. Data analytics software can analyze and track data, permitting one to create actionable dashboards and reports. They are software programs tailored to gather, organize and evaluate data. These tools are utilized in assessing business performance, and the outcomes are used in making decisions on improving business operations. This essay will compare and evaluate three main business analytic tools, Tableau, Microsoft Power BI, and IBM Watson and provide an incidence in which each can be used.

Microsoft Power BI

Microsoft Power BI is a business analytic tool tailored to assist a business in visualizing its data and getting insights that can improve the organization’s performance (What Is Power BI? What It Is, How It’s Used, and More, 2022). It is a collection of connectors, apps, and software services that operate together to turn business-unrelated data into visually immersive, interactive, and coherent insights. This tool offers an interactive dashboard and visual experience that allows the user to explore a data set more effectively. Power BI can utilize data in several forms including on-premises hybrid data warehouses, collection of cloud-based data and Excel spreadsheets. Microsoft Power BI also provides a set of tools for data preparation, for instance, data cleansing, transforming and merging, and data analysis and modeling. In addition, this tool, Microsoft Power BI provides several features for data visualization, for example, reports, maps and interactive visualization.

Microsoft Power BI is made up of several features which work together. Its three main parts include a Windows desktop app called Power BI Desktop, an onluine software called Power BI service and Power BI Moble apps for Android, iOS and Windows devices. This analytic tool is tailored to be used by business personnel with different levels of data knowledge.

IBM Watson

The second too, IBM Watson, is an artificial intelligence (AI) platform which offers a set of services for business analytics (What Is IBM Watson and Its Services, 2020). This tool utilises natural language processing to evaluate data and offer insights regarding market conditions, product trends and customer behavior. IBM Watson also provides tools for data preparation, for instance, data modelling and analysis. In addition, similar to the Power BI, Waatson gives a set of features for data visualization, such as reports maps, and interactive visualization.


Tableau is a platform for data visualization that assists an organization to evaluate and understand its data (Ryan, 2019). This business analytic tool provides a set of features used for data preparation similar to the above-discussed tools. Tableau provides data analysis and modeling features, and data merging, transforming, and cleansing. The tool also offers a variety of analytic features for data visualization, such as reports, maps, and interactive visualizations.

When choosing a business analytic tool, one must consider the needs the organization has and the type of data that needs to be analyzed. Power BI is an effective tool for firms that are seeking insights into their data, as it offers a set of features for data visualization and data preparation. On the other hand, Watson is a great tool for a firm that need to evaluate customer behavior and market trends, as the articicial intelligence tool generates insights into such areas. Lastly, Tableau is a excellent tool for a firm that seeks to analyze and understand their data, as it offers a set of features for data visualization and preparation, just like Power BI.

IBM Watson is a powerful intelligence tool that can be used by businesses when they need to gain quick insights from a certain dataset (What Is IBM Watson and Its Services, 2020). This tool can also be used for predictive analytics, which enables an organization to identify patterns and trends in their data sets. In addition to that, the IBM Watson platform can be used when a firm wants to analyse unstructured data, for instance, images and text, to help making informed decisions. Watson is fit for that need ac complete control on what is essential to the firm and hence the foundation of the firm’s competitive advantage, data and models (Power BI Team, 2023). This tool can also be used in case the business wants to draw insight from less data, as the tool has a high learning power. IBM Watson is also fit for business incidences that need the discovery of new insights to predict the possible future outcomes. Although this tool is fast and does not require a lot of information to make predictions, Watson I only available in one language, English, a thing that limits its area of use. In addition to that, the tool does not process structured data directly and its maintenance is a big task.

Microsoft Power BI, being a tool of data visualization and analysis, it can be used to provide insights to a businesses’ components that do not require quick ones (What Is Power BI? What It Is, How It’s Used, and More, 2022). The tool can be utilized for both small and large datasets. The platform can be utilized in cases where a business needs to create dashboards and reports that represent data sets in several ways using visuals (Mihart, 2023). It can also be used in case where a business wants to connect various data resources, such as cloud-based data storage, onsite data warehouse, and Excel sheets and then converting them into business insights. The platform can also be used to turn business data into a broad range of different visuals, such as bar and column charts, decomposition trees, and KPIs. Additionally, the platform can be used to offer a business with wide access to data, data visualization tools and insight, so as to establish a data-driven work culture.

And lastly, Tableau can be a great choice for efficiently handling and storing large data sets (Ryan, 2019). The tool can also be utilized when the business wants to share quick insights with a group of people, as it accommodates a large number of users. This tool can be utilized in business cases which need insights to be drawn from multiple data sources and in a quick manner. This tool is also fit for sensitive data as it allows for user permissions, control data and dashboard in scalable and secure format both in the cloud and on-premise.


In conclusion, a number of business analytics tools, including Tableau, Microsoft Power BI, and IBM Watson, are available to assist businesses in making knowledgeable decisions. Each of these tools has a special set of features that can be applied in various circumstances. Large data sets can be stored and handled effectively with Tableau, while dashboards and reports can be made with Microsoft Power BI. IBM Watson is a platform for artificial intelligence that can be used to analyze unstructured data or gain quick insights from a dataset. Each of these tools can be applied in various situations to assist businesses in making wiser decisions and learning from their data.


Mihart. (2023, February 22). What is Power BI? – Power BI.

Power BI Team. (2023). Business analytics tools and why they matter.; Microsoft.

Ryan. (2019, March 4). Why Use Tableau? A Guide to Tableau Uses for Big Data Analysis and Viz.,formatbothon-premiseorinthecloud

What is IBM Watson and Its Services. (2020, July 2). GeeksforGeeks; GeeksforGeeks.

What Is Power BI? What It Is, How It’s Used, and More. (2022). Coursera.‌

Desiree Short Story Response Writing Sample

Desiree’s Baby is a short story written by Kate Chopin that highlights the theme of miscegenation, love and racial prejudice in the antebellum SouthSouth. The author wrote this story when slavery was accepted and legalized, and the story also tries to explain the negative consequences of practising racism to a family as well as an individual, as Armand and Desiree, his wife, are also experiencing their heartbreaking misfortune because of their different racial backgrounds. Some of the negative consequences of racism, explained by Kate Chopin, include shame, guilt and self-loathing. Through the assessment of this short story about morality, religion and race m, these themes explain insightful observations of the cultural and social norms during that time. In this short story, I argue that Kate Chopin wanted to explain how love transcends social boundaries and enables a better understanding of one’s true identity.

The story begins with Chopin explaining how Madame Valmonde drove to L.’Abri to see Desiree and the this case, the story provides a description of the place where this story happened and this description. According to the story, it is a metaphor for the oppressive nature of racial prejudices. Kate Chopin has described the plantation as “a somber and silent place”, and she also says the atmosphere is “oppressive”, which serves as a reminder of the oppressive nature of racism in the South South. In addition, the oppressive atmosphere and the quiet and sombre place were used to predict the heartbreaking issues in Desiree Baby’s short story (Chopin,1893).

Armand and Desiree are the main characters in this story who underwent through the oppressive atmosphere. Madame Valmonde adopted baby Desiree at a young age when she found her asleep in the shadow of the big stone pillar. She abandoned every speculation and believed Desiree was sent to her by a beneficent to the child of her affection. Desiree was unaware of her family, and the Creole family accepted her as white, and she grew to be most beautiful, sincere, gentle and affectionate(Chopin,1893). Armand comes from a history of racism and is deeply prejudiced against racism. When Armand saw Desiree, he was happy, and he viewed her as the figure of his family’whiteness and purity and how he showed her love was a likeness of his racism. Desiree and Armand fell in love and got married and the wonder is that he had not loved her before but had known her for quite some time.

Armand and Desiree have a son and the author tells us that Desiree is overjoyed. She says Armanda will be a happy dad because the child was born a boy and he will bear his name. When the baby was three months, his skin started to darken and there was an awful change in her husband’s behaviour towards Desiree, who accused her of not being white. The story tells us that Desiree and Armand’s lovely marriage life changed and Desiree wrote a letter to her mother about how her husband accused her of not being white and her mother told her to come home(Chopin,1893). However, Desiree discovered that Armand’s mother was not white, and she knew Armand’s racism was the cause of their child having dark skin and not her racism. Finally, Desiree left the plantation with her son in despair and shame and never returned to her husband. Armand was left in shame and a deep sense of guilt.

Kate Chopin claims racism leads to deep guilt and shame for Armanda and destroys his family. He had a prejudiced character by rejecting his son and wife because they were dark, which left him with regrets and shame. Chopin used Desiree and Armand as the main characters to explain the heartbreaking consequences of racism and reminds every reader that racism is destructive and leads to negative effects on those involved.


Chopin, K. (1893). Desiree’s baby.

Edgar Degas Analysis Of The Rehearsal On Stage Sample Assignment

The painting “The Rehearsal on Stage” by Edgar Degas is a masterpiece that portrays a group of ballet dancers practicing on stage. The art is postulated to the audience as having taken place in a ballet studio. Degas was a French artist born in Paris in 1834, and he is widely known for his paintings and drawings of ballet dancers, as well as for his work in the Impressionist movement. The painting is unique to the conventional painting methods at the time: pastel over brush and ink. Degas was an expert at capturing the spirit of motion, and he was also renowned for using light and shadow to give his paintings a sense of depth and atmosphere. The futuristic depictions can be used to not only capture the events at the time but also paint the specific movements and how they affect the audience’s cognitive perceptions.

Edgar Degas Analysis of the Rehearsal on Stage

The Impressionist movement, which began in France in the late 19th century, is the artistic movement used in “The Rehearsal on Stage.” Instead of concentrating on the specifics of the subject matter, Impressionism was distinguished by the use of light and color to create a sense of atmosphere and mood in the painting. Degas was a key member of the Impressionist movement, and his paintings often feature fleeting moments of everyday life, such as dancers in motion, horse races, and café scenes.

One of the philosophies that Degas used in his art-making was the idea that art should be a reflection of modern life. He believed that art should capture the fleeting moments of everyday life and that the artist should be an observer of the world around them. This philosophy is evident in “The Rehearsal on Stage,” as Degas captures the dancers in motion, going about their daily routine of practice and preparation. These are critical elements that are reflected in the painting where there is modernity in terms of the costumes in the theatrical experiences that might be reflective of the times the painting was done(Met, 2012). These are critical because they enhance the audience’s perception of the painting and not only capture the contemporary occurrences of when the painting was done but also strives to project the perspectives and what the painter perceive the future to be.

Degas was also known for his use of unconventional compositions, such as asymmetrical arrangements and cropping of figures. This can be seen in “The Rehearsal on Stage,” as the viewer is placed off-center, giving the painting a sense of movement and dynamism. Degas was interested in the psychological aspects of his subjects, and his paintings often convey a sense of intimacy and vulnerability (Eitner, 2021). It is evident in the way that the dancers in “The Rehearsal on Stage” are depicted, with their bodies contorted in unnatural positions and their faces obscured or turned away from the viewer.

During the time that Degas was painting “The Rehearsal on Stage” in 1874, French society was undergoing significant changes. The country was recovering from the Franco-Prussian War, which had ended in 1871, and was experiencing a period of economic growth and social upheaval(Shiff, 2005). The Impressionist movement emerged in this context, as artists sought to capture the changing world around them and create a new form of art that reflected modern life.

Throughout history, artistic expression has often reflected and responded to the cultural and political developments of the time(McCune, 2022). Artistic movements and styles have emerged as a result of significant social, political, and cultural shifts, often serving as a means of communication and expression for artists and their audiences. The relationship between art and these broader contexts is particularly evident in the work of French Impressionist painter Edgar Degas, whose rehearsal on stage painting from 1874 illustrates the intersection of art and culture.

The rehearsal on stage by Edgar Degas depicts a scene from the Paris Opera, a cultural institution of great importance in nineteenth-century France. The painting shows ballerinas rehearsing on stage, captured in a moment of intense concentration as they perfect their movements. Through his portrayal of the dancers, Degas captures the grace and beauty of ballet while also highlighting the discipline and hard work required to master the art form. The painting not only reflects Degas’ own fascination with dance, but also serves as a commentary on the broader cultural and political developments of the time. Apart from these two pieces, Degas showed a keen interest in ballet as a subject matter in numerous other works. He paid attention to various aspects of ballet, including its graceful settings, outfits, and movements executed by the dancers. Degas was intrigued by the combination of spontaneity and self-discipline displayed during a performance. Typically, he chose to portray ballerinas in candid moments, such as when they were backstage waiting.

France was going through major social and political changes in the late nineteenth century, including the rise of the middle class and the introduction of new technologies and forms of entertainment. (Space and culture, 2018). The Paris Opera, which had traditionally been a preserve of the aristocracy, began to attract a broader audience, including members of the emerging middle class. Degas’ painting captures this moment of transition, as the Paris Opera is transformed from a symbol of aristocratic privilege to a cultural institution accessible to a wider audience.

The painting also reflects Degas’ own interest in capturing the fleeting moments of everyday life. Degas was a member of the Impressionist movement, which emerged in France in the 1860s and 1870s as a response to the changing cultural and political landscape. Impressionist artists sought to capture the transient nature of modern life, using loose brushwork and vivid colors to convey the sensory experience of the world around them(Eitner, 2021). The rehearsal on stage is an excellent example of this approach, as Degas uses loose, gestural brushstrokes to capture the dancers’ movements and convey a sense of the energy and excitement of the scene

The painting exemplifies several fundamental principles of art, which are balance, contrast, and movement. The artist, Edgar Degas, has masterfully created a visual harmony in the painting through his use of complementary colors. The warm tones of the dancers’ skin and costumes are counterbalanced by the cool blues and greens of the background, resulting in a sense of equilibrium and stability in the composition.moreover, Degas has employed contrast as a means to create depth and dimensionality in the painting. The interplay between light and dark areas, such as the bright spotlights on the dancers’ faces and the dark shadows on their bodies, creates a three-dimensional effect. The contrast also serves to emphasize the dancers’ fluid and graceful movements.

At the same time, the painting’s composition and arrangement of the dancers’ bodies are a testament to Degas’ skill in portraying movement and dynamism. The diagonal lines of the dancers’ bodies create a sense of motion and energy, as if the dancers are caught in the middle of a performance. The viewer’s eye is drawn along these lines, following the direction of the dancers’ movements. The painting by Edgar Degas is a remarkable illustration of how basic artistic principles can be used by a creator to produce a visually stunning and harmonious composition. The viewer is drawn into the world of the dancers and their performance thanks to the use of complementary colors, contrast, and diagonal lines, which create a sense of balance, depth, and movement.

In summation, “The Rehearsal on Stage” by Edgar Degas is a masterpiece of Impressionism that captures the essence of movement and everyday life. Degas was a key member of the Impressionist movement and used his art to reflect the changing society of his time. His philosophy of art as a reflection of modern life, as well as his use of unconventional compositions and focus on psychological depth, set him apart as one of the great artists of his era.Conversely, artistic expression has always been closely tied to the broader cultural and political context of the time, and Edgar Degas’ rehearsal on stage painting from 1874 is an excellent example of this relationship. The painting captures a moment of transition in French society and reflects Degas’ interest in the transient nature of modern life. Through his use of loose brushwork and vivid colors, Degas conveys a sense of the energy and excitement of the dance, while also highlighting the discipline and hard work required to master the art form. The painting also illustrates several principles of art, including balance, contrast, and movement, and stands as a testament to the enduring power of artistic expression to communicate and reflect the world around us.


Eitner, L. (2021). Edgar Degas, 1834-1917. An Outline of 19th Century European Painting, 313–331.

McCune,, M. (2022). Historical Perspectives in Art | Edgar Degas: Celebrating Beauty in Movement, 1.

Met, E. (2012). Edgar Degas: The rehearsal of the ballet onstage. The Metropolitan Museum of Art. Retrieved April 12, 2023, from

Shiff, R. (2005). Art history and the nineteenth century: Realism and resistance. The Art Bulletin, 70(1), 25.

Space and culture . (2018). Ballet of Paris Opera by E. Degas in the light of its popularisation as art and interpretation of the artist’s Creative Method. Space and Culture, India, 6(4).