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What is the Difference between Analysis and Analytics

  • July 15, 2023
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Meet the Author : Mr. Bharani Kumar

Bharani Kumar Depuru is a well known IT personality from Hyderabad. He is the Founder and Director of Innodatatics Pvt Ltd and 360DigiTMG. Bharani Kumar is an IIT and ISB alumni with more than 18+ years of experience, he held prominent positions in the IT elites like HSBC, ITC Infotech, Infosys, and Deloitte. He is a prevalent IT consultant specializing in Industrial Revolution 4.0 implementation, Data Analytics practice setup, Artificial Intelligence, Big Data Analytics, Industrial IoT, Business Intelligence and Business Management. Bharani Kumar is also the chief trainer at 360DigiTMG with more than Ten years of experience and has been making the IT transition journey easy for his students. 360DigiTMG is at the forefront of delivering quality education, thereby bridging the gap between academia and industry.

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The words analysis and analytics sound similar when spoken. They are significantly distinct yet also slightly similar. Because of how similar two terms are in terms of how they seem, sound, and are written, we commonly fall into the trap of thinking that they mean the same thing and using them interchangeably. What distinguishes Analysis and Analytics from one another, then? Analytics, as described by the Oxford Dictionary, is "a careful and complete analysis of data using a model, typically performed by a computer." The term "analysis" refers to "the detailed study or examination of something to understand more about it." Every application improves the extraordinary knowledge and distinctive insights, which we utilise to guide a range of decisions. While analytics works with the future and attempts to answer unanswered questions using the knowledge of the past, analysis concentrates on the past and develops a descriptive understanding of the occurrences. This is the fundamental difference between the two. Analytics is mostly concerned with the future, whether it be modelling it or predicting a certain outcome. Let's try to understand each in turn.

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Analysis tries to answer some simple yet critical questions, such as:

  • What are the aggregate sales numbers for the past 3 years?
  • How many people like the latest advertisement on Facebook or Instagram?
  • How many existing customers subscribed to the latest offer?
  • What is the average number of orders serviced each day?
analysis and analytics data science

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These are some typical questions that we try to address to frequently. Even though the answers to these simple questions are simple, there is value in further investigating the facts from many perspectives. Use this as an illustration. Consider that you wish to apply to American University to continue your education.

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  • GMAT or GRE scores required
  • Expenses per annum
  • Average acceptance rate
  • States where the universities are located

You may separate the universities now that you have all of this information. Let's say you created three pieces. From these three categories, you may pick the university component that best meets your needs. Of course, the ideal university for you will depend on your GRE or GMAT grades, financial position, and possibility of admission. However, considering the states might offer a distinctive viewpoint when choosing a school.

Based on all of this information, you may now split the universities. Imagine if you created three of them. You can pick one of these three university parts based on which one best meets your requirements. The ideal university for you will be obvious based on your GRE or GMAT scores, price, and acceptance rate. However, considering the states might provide a new viewpoint when choosing which university to attend. You could learn things like the fact that a university with lower yearly prices isn't always inferior to one with higher annual costs if you try to explore deeper from various viewpoints. Alternatively, it can be because such states have distinct tax structures or because they receive more public or private financing annually as a consequence of which the cost of education is lower when compared to other colleges. This might substantially change the way you make decisions, now. That is the power of the analysis. Beyond segmentation, analysis may be utilised to understand social networks, conduct market basket studies, and make recommendations.

analysis and analytics data science


The Analysis is a steppingstone to Analytics. As per Analytics definition, all the understanding developed from historical data helps us answer questions about the future. We never expected that we will be hit by a pandemic and everything across the globe will be brought to a standstill. So, in such a scenario what happens? Hence, we try to predict or forecast for such scenarios. We pre-empt scenarios to prepare for and address the future to mitigate any form of risk. Analytics is generally performed using Mathematical and Statistical algorithms over computing devices. Let us take an example to understand the Analytics scenario better.

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analysis and analytics data science

Let's say a sizable fast-moving consumer products business wants to expand market share by boosting product penetration. It may send a variety of offers to encourage interaction and is aware of its consumers' consumption patterns, but owing to proximity and convenience difficulties, it may or may not be successful. As a result, the business wants to serve clients who are on the go.

  • Average consumption customer wise
  • Average ticket size of each purchase made
  • Real-time movement data of customers
  • Customer Preferences
  • Distribution Network
  • SKU details

In this case, information on customer movement is crucial. The FMCG company can predict in real-time which geographic area of a given city the customer will travel through based on movement data and other indicators, and can then send a push notification with beneficial offers that the customer may use at a retail location that is present in that geography and has a sufficient supply of the FMCG company's products. This is a very efficient way to increase market share while keeping convenience and accessibility in mind.

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Who would have thought that a simple retina scan or image might help doctors not only diagnose conditions connected to diabetes but also identify any cardiovascular problems that a person may be at risk for? Because they let clinicians to accurately anticipate probable future situations and advise patients on activities, they may take right away to avert future health difficulties, such projections are both life-saving and life-altering. Analytics is a great tool for helping us plan for the future. It makes use of sophisticated tools and processes developed by specialists like statisticians, machine learning engineers, and data scientists.

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Analyses and analytics are both crucial for our progress. Analytics helps in the forecast and creation of future strategies, whereas analysis aids in the dissection, analysis, and analysis of significant strategies. Combining analysis and analytics is crucial for the advancement of the human race. Even though there are significant and basic differences between analysis and analytics, they complement one another.

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