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Data Analytics Process Project

Data Analytics Process Project Solution
Course

Data Analytics - Trainity

28 Documents
Students shared 28 documents in this course
Academic year: 2023/2024
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Case Study

Introduction In our everyday lives, we often engage in activities that involve implicit data analytics processes. Two such common scenarios are grocery shopping and online travel booking. Let's delve into a case study that highlights the various stages of the data analytics process. Scenario 1: Grocery Shopping

  1. Plan: Imagine a scenario where a person, let's call her Shivani, needs to do her weekly grocery shopping. Before heading to the supermarket, Shivani plans her shopping list. She considers various factors such as dietary preferences, upcoming events, and household necessities. She decides on items like fruits, vegetables, dairy products, and other essentials.
  2. Prepare: Now that Shivani has her list, she must prepare for the shopping trip. She checks her budget and available funds, deciding how much she is willing to spend. Additionally, she looks at any available discounts, loyalty points, or coupons that might help her save money during the shopping process.
  3. Process: As Shivani walks through the supermarket's aisles, she processes the available data. For each item on her list, she assesses different brands, prices, and nutritional information. For instance, if she's buying yogurt, she might analyze the fat content, expiry date, and brand reputation before making a decision.
  4. Analyze: While selecting items, Shivani subconsciously analyzes various factors. She avoids products that are out of date or don’t meet her quality standards. She might also consider nutritional

information, comparing different products to make healthier choices. Shivani analyzes the available options to ensure her purchases align with her preferences and values. 5. Share: Shivani, in this case, shares her decision with the cashier. She communicates her choices, and if applicable, hands over any coupons or loyalty cards to optimize her shopping expenses. This step involves exchanging information between Shivani and the store, making the shopping process more efficient. 6. Act: Finally, Shivani acts on her decisions by completing the purchase. She buys the selected items and leaves the store. The entire process, from planning her shopping list to making the purchase, represents a holistic data analytics approach where information is gathered, processed, analyzed, and acted upon to achieve a specific goal—efficient and effective grocery shopping. Scenario 2: Online Travel Booking

  1. Plan: Raghu is planning a vacation and decides to book his travel arrangements online. he first plans his trip by selecting the destination, travel dates, and preferred airline. he also considers factors like layovers, departure times, and accommodation options.
  2. Prepare: After deciding on his travel details, Raghu prepares for the trip by checking his budget and available funds. he explores various online travel platforms, looking for the best deals and discounts. he also reviews customer feedback to ensure a pleasant travel experience.
  3. Process: As Raghu navigates through the online travel platform, he processes a vast amount of data. This includes comparing flight prices, checking hotel reviews, and assessing transportation
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Data Analytics Process Project

Course: Data Analytics - Trainity

28 Documents
Students shared 28 documents in this course
Was this document helpful?
CaseStudy
Introduction
In our everyday lives, we often engage in activities that involve implicit data analytics
processes. Two such common scenarios are grocery shopping and online travel booking.
Let'sdelveintoacasestudythathighlightsthevariousstagesofthedataanalyticsprocess.
Scenario 1: Grocery Shopping
1.Plan:
Imagine a scenario where a person, let's call her Shivani, needs todoherweeklygrocery
shopping. Before heading to the supermarket, Shivani plans her shopping list. She
considers various factors such as dietary preferences, upcoming events, and household
necessities. She decides on items like fruits, vegetables, dairy products, and other
essentials.
2.Prepare:
NowthatShivanihasherlist,shemustpreparefortheshoppingtrip.Shechecksherbudget
and available funds, deciding how muchsheiswillingtospend.Additionally,shelooksat
any availablediscounts,loyaltypoints,orcouponsthatmighthelphersavemoneyduring
theshoppingprocess.
3.Process:
As Shivani walks through the supermarket's aisles, sheprocesses the available data. For
eachitemonherlist,sheassessesdifferentbrands,prices,andnutritionalinformation.For
instance, if she's buying yogurt, she might analyzethefatcontent,expirydate,andbrand
reputationbeforemakingadecision.
4.Analyze:
Whileselectingitems,Shivanisubconsciouslyanalyzesvariousfactors.Sheavoidsproducts
thatareoutofdateordon’tmeetherqualitystandards.Shemightalsoconsidernutritional