Data Analyst Interview Resources

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网络:Data Analytics 印度6 815 教育3 266...

📈 Telegram 频道 Data Analyst Interview Resources 的分析概览

频道 Data Analyst Interview Resources (@dataanalystinterview) 英语语言赛道中的是活跃参与者。目前社区聚集了 52 629 名订阅者，在教育类别中位列第 3 266，并在印度地区排名第 6 815 位。

📊 受众指标与增长动态

自 невідомо 创建以来，项目保持高速增长，吸引了 52 629 名订阅者。

根据 25 八月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 80，过去 24 小时变化为 -1，整体触达仍然可观。

认证状态： 未认证
互动率 (ER)： 平均受众互动率为 1.96%。内容发布后 24 小时内通常能获得 0.83% 的反应，占订阅者总量。
帖子覆盖： 每篇帖子平均可获得 1 032 次浏览，首日通常累积 439 次浏览。
互动与反馈： 受众积极参与，单帖平均反应数为 2。
主题关注点： 内容集中在 sql, row, |--, dataset, visualization 等核心主题上。

📝 描述与内容策略

作者将该频道定位为表达主观观点的平台：
“Join our telegram channel to learn how data analysis can reveal fascinating patterns, trends, and stories hidden within the numbers! 📊 For ads & suggestions: @love_data”

凭借高频更新（最新数据采集于 26 八月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为教育类别中的关键影响点。

52 629

订阅者

-124 小时

-617 天

+8030 天

1 032

帖子浏览量

~ 43924 小时

~ 57948 小时

1.96%

参与率

~ 2

每日帖子数

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beta

数据加载中...

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日期	订阅者增长	提及	频道
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频道帖子

🎓 𝐀𝐜𝐜𝐞𝐧𝐭𝐮𝐫𝐞 𝐅𝐑𝐄𝐄 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐂𝐨𝐮𝐫𝐬𝐞𝐬 😍 Boost your skills with 100% FREE certification courses from Accenture! 📚 FREE Courses Offered: 1️⃣ Data Processing and Visualization 2️⃣ Exploratory Data Analysis 3️⃣ SQL Fundamentals 4️⃣ Python Basics 5️⃣ Acquiring Data 𝐋𝐢𝐧𝐤 👇:- https://pdlink.in/4yJKnBy ✅ Learn Online | 📜 Get Certified

2	𝗙𝗥𝗘𝗘 𝗚𝗲𝗻𝗔𝗜 + 𝗖𝗹𝗮𝘂𝗱𝗲 𝗢𝗻𝗹𝗶𝗻𝗲 𝗠𝗮𝘀𝘁𝗲𝗿𝗰𝗹𝗮𝘀𝘀😍 Learn how to use 25+ powerful AI tools to automate your work, create professional content and save hours every week! 🎯 Perfect For:- Freelancers • Working Professionals • Business Owners • Self-Employed Individuals 💡 No technical knowledge or prior experience required! 🔗 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:- https://pdlinks.in/ai ⚡ Start using AI smarter—limited slots available!	345
3	✅ Excel Scenario-Based Questions for Interview & Practice 🧠📊 📌 Scenario 101 Question: You have a list of employees and their sales. You need to return the employee name who achieved the highest sales. How would you do it? Answer: Use "XLOOKUP()" with "MAX()". Example: "=XLOOKUP(MAX(B2:B100),B2:B100,A2:A100)" This returns the employee associated with the highest sales. 📊 Scenario 102 Question: Your manager wants to calculate the total sales for the current month automatically. How would you do it? Answer: Use "SUMIFS()" with date boundaries. Example: "=SUMIFS(B:B,A:A,">="&EOMONTH(TODAY(),-1)+1,A:A,"<="&EOMONTH(TODAY(),0))" This calculates sales from the first day through the last day of the current month. 📅 Scenario 103 Question: You need to determine the number of days between an order date and delivery date, but negative values should not appear. How would you handle it? Answer: Use "MAX()". Example: "=MAX(0,C2-B2)" This returns the actual number of days when the delivery date is later, otherwise it returns "0". 📈 Scenario 104 Question: Your dataset contains sales values with occasional negative numbers representing refunds. Your manager wants total sales excluding refunds. How would you calculate it? Answer: Use "SUMIF()" with a condition greater than zero. Example: "=SUMIF(B2:B1000,">0",B2:B1000)" This adds only positive sales values. 🔍 Scenario 105 Question: You have a column containing "First Name", "Last Name", and "Department", and you need to create a unique employee identifier such as "John_Smith_IT". How would you do it? Answer: Combine the fields using "&" or "TEXTJOIN()". Example: "=TEXTJOIN("_",TRUE,A2,B2,C2)" This combines the values using an underscore separator. 💬 Double Tap ♥️ For More!	609
4	🔥 Most Asked SQL JOIN Patterns (Real Business Problems) 🔹 Find Customers Who Never Placed an Order → LEFT JOIN + NULL Check 🔹 Match Employees With Their Managers → SELF JOIN 🔹 Find Products Without Suppliers → LEFT JOIN 🔹 Generate Complete Sales Reports → INNER JOIN Across Multiple Tables 🔹 Compare Current & Previous Month Sales → SELF JOIN / CTE 🔹 Find Orders With Missing Customer Records → LEFT JOIN 🔹 Identify Common Customers Across Two Platforms → INNER JOIN 🔹 Find Products Purchased Together → SELF JOIN 🔹 Combine Sales From Multiple Sources → UNION ALL 🔹 Build Customer Purchase History → Multiple JOINs ❤️ React if you want more SQL interview patterns based on real company problems!	544
5	🚀 𝗙𝗥𝗘𝗘 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲! 📊 Here’s a great chance to learn valuable skills and earn a FREE Certificate 🎓 ✅ Beginner-friendly ✅ Learn Data Analytics skills ✅ Free certification ✅ Boost your resume & LinkedIn profile ✅ Great for students & job seekers 𝗘𝗻𝗿𝗼𝗹𝗹 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘👇 :- https://pdlink.in/4qn5q94 📌 Start learning today & upgrade your career!	497
6	✅ Excel Scenario-Based Questions for Interview & Practice 🧠📊 📌 Scenario 96 Question: You have a dataset with thousands of rows and want to quickly identify the highest sales transaction for each region. How would you do it? Answer: Use "MAXIFS()". Example: "=MAXIFS($B$2:$B$1000,$A$2:$A$1000,D2)" Where "A" contains Region, "B" contains Sales, and "D2" contains the region you want to analyze. 📊 Scenario 97 Question: Your manager wants to calculate the number of unique products sold in each region. How would you do it in modern Excel? Answer: Use "FILTER()", "UNIQUE()", and "COUNTA()". Example: "=COUNTA(UNIQUE(FILTER(B2:B1000,A2:A1000=D2)))" This counts distinct products for the region specified in "D2". 📅 Scenario 98 Question: You have a monthly sales report and want users to select a month from a dropdown and automatically display the corresponding sales. How would you do it? Answer: Create a dropdown using Data Validation and use "XLOOKUP()". Example: "=XLOOKUP(E2,A2:A13,B2:B13,"Not Found")" Where "E2" contains the selected month. 📈 Scenario 99 Question: Your Excel report contains formulas that should not be visible to users, but users still need to enter data into specific cells. How would you protect the workbook? Answer: 1. Select input cells → Format Cells → Protection → Unlock them. 2. Keep formula cells locked. 3. Go to Review → Protect Sheet. 4. Set a password if required. This allows users to edit only the designated input cells. 🔍 Scenario 100 Question: Your manager gives you a large, messy dataset containing duplicates, missing values, inconsistent formats, and multiple files. You need to create a clean, refreshable report. What approach would you take? Answer: Use a combination of Power Query, Excel Tables, Pivot Tables, and Data Validation. A practical workflow would be: ➡️ Import and combine files using Power Query ➡️ Remove duplicates and handle missing values ➡️ Standardize data formats ➡️ Load the cleaned data into an Excel Table ➡️ Build Pivot Tables/Pivot Charts for analysis ➡️ Add Slicers for interactive filtering ➡️ Refresh the report whenever new data is received 💬 Double Tap ♥️ For More! ----- 2.15 ₽ · /balance_help	558
7	𝗣𝗮𝘆 𝗔𝗳𝘁𝗲𝗿 𝗣𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁—𝗕𝗲𝗰𝗼𝗺𝗲 𝗮 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 𝘄𝗶𝘁𝗵 𝗚𝗲𝗻𝗔𝗜😍 Curriculum designed and taught by alumni from IITs & leading tech companies. 🏆 Placement Highlights:- 💰 ₹41 LPA highest salary 📈 ₹7.4 LPA average salary 🎓 2,000+ students placed 🏢 500+ partner companies 🔗 𝗔𝗽𝗽𝗹𝘆 𝗡𝗼𝘄 👇:- https://pdlink.in/3SuUeuD ⚡ Take the first step toward your dream tech career today!	555
8	✅ Excel Scenario-Based Questions for Interview & Practice 🧠📊 📌 Scenario 91 Question: You have sales data for multiple regions and want to automatically return the region with the highest sales. How would you do it? Answer: Use "INDEX()" with "MATCH()" and "MAX()". Example: "=INDEX(A2:A10,MATCH(MAX(B2:B10),B2:B10,0))" This returns the region corresponding to the highest sales value. 📊 Scenario 92 Question: You need to calculate the average sales for transactions greater than ₹50,000. How would you do it? Answer: Use "AVERAGEIF()". Example: "=AVERAGEIF(B2:B100,">50000",B2:B100)" This calculates the average of only those sales values greater than ₹50,000. 📅 Scenario 93 Question: You have a list of dates and want to group them into months for reporting. How would you do it? Answer: Use a Pivot Table. Add the Date field to Rows → Right-click any date → Group → Select Months (and Years if required). 📈 Scenario 94 Question: Your manager wants to see sales performance visually and interactively by region, product, and month. What would you use? Answer: Create a Pivot Chart with Slicers. Create a Pivot Table → Insert Pivot Chart → Add slicers for Region, Product, and other relevant fields. This allows users to filter the report interactively. 🔍 Scenario 95 Question: You need to identify the 3rd highest unique sales value, even when duplicate sales amounts exist. How would you do it? Answer: In modern Excel, combine "UNIQUE()" and "LARGE()". Example: "=LARGE(UNIQUE(B2:B100),3)" This returns the 3rd highest distinct sales value. 💬 Double Tap ♥️ For More! ----- 2.1 ₽ · /balance_help	656
9	🚀 𝗪𝗶𝗽𝗿𝗼 𝗘𝗹𝗶𝘁𝗲 𝗡𝗧𝗛 & 𝗧𝘂𝗿𝗯𝗼 𝗙𝗥𝗘𝗘 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗞𝗶𝘁 💻🔥 Get access to a FREE interview preparation kit and prepare smarter for your upcoming assessment & interview rounds. 📚 Prepare For:- ✅ Technical Interview Questions ✅ Software Engineer Interview Rounds ✅ Interview Preparation Resources 🎯 Perfect for Students \| Freshers \| Engineering Graduates \| Wipro Aspirants 🔗 𝗚𝗲𝘁 𝗙𝗥𝗘𝗘 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗞𝗶𝘁 👇:- https://pdlink.in/4zh9E6g 🔥 Start preparing early and improve your chances of cracking the Wipro hiring process!	597
10	✅ Excel Scenario-Based Questions for Interview & Practice 🧠📊 📌 Scenario 86 Question: You have a sales dataset with multiple transactions for the same customer. Your manager wants to calculate each customer's total sales without creating a Pivot Table. How would you do it? Answer: Use SUMIF(). Example: =SUMIF($A$2:$A$100,A2,$B$2:$B$100) Where A contains Customer IDs and B contains Sales. 📊 Scenario 87 Question: You need to find the percentage of sales contributed by each region compared with total company sales. How would you calculate it? Answer: Divide the region's sales by the total sales. Example: =B2/SUM($B$2:$B$10) Format the result as a Percentage. 📅 Scenario 88 Question: Your manager wants to know whether each transaction occurred on a weekend. How would you identify it? Answer: Use WEEKDAY() with IF(). Example: =IF(WEEKDAY(A2,2)>5,"Weekend","Weekday") With 2 as the second argument, Monday = 1 and Sunday = 7. 📈 Scenario 89 Question: You have a list of sales values and need to calculate the median sales amount instead of the average. Which function would you use? Answer: Use MEDIAN(). Example: =MEDIAN(B2:B100) This returns the middle value when the sales values are arranged in order. 🔍 Scenario 90 Question: Your dataset contains product names with unwanted line breaks copied from another system. How would you remove them? Answer: Use CLEAN(). Example: =CLEAN(A2) For extra spaces as well, you can combine it with TRIM(): =TRIM(CLEAN(A2)) 💬 Double Tap ♥️ For More! ----- 2.13 ₽ · /balance_help	595
11	🚀 𝗔𝗜 & 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲 🔥 Upgrade your skills and prepare for exciting career opportunities in AI! ✅ Beginner-friendly course ✅ Learn AI & Machine Learning fundamentals ✅ Gain practical, job-ready skills ✅ Earn a FREE certificate ✅ Boost your resume and LinkedIn profile ✅ Ideal for students, freshers and professionals 🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:- https://pdlink.in/4zrkYNg ⚡ Limited opportunity—start learning today!	558
12	☁️ 𝟰 𝗙𝗥𝗘𝗘 𝗚𝗼𝗼𝗴𝗹𝗲 𝗖𝗹𝗼𝘂𝗱 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 \| 𝗕𝘂𝗶𝗹𝗱 𝗜𝗻-𝗗𝗲𝗺𝗮𝗻𝗱 𝗖𝗹𝗼𝘂𝗱 𝗦𝗸𝗶𝗹𝗹𝘀 Explore these Google Cloud learning resources covering cloud fundamentals, infrastructure, networking, security, data and AI/ML. 🔥 4 Courses to Explore: 1️⃣ Cloud Computing Fundamentals 2️⃣ Infrastructure in Google Cloud 3️⃣ Networking & Security in Google Cloud 4️⃣ Data, ML & AI in Google Cloud 🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘👇:- https://pdlink.in/4zrksPn 🎯 Perfect for Students \| Freshers \| Developers \| Cloud & DevOps Aspirants	693
13	✅ Excel Scenario-Based Questions for Interview & Practice 🧠📊 📌 Scenario 81 Question: You have a list of sales transactions and need to calculate a running total that updates as you move down the rows. How would you do it? Answer: Use SUM() with an expanding range. Example: =SUM($B$2:B2) Copy the formula down. Each row will show the cumulative sales up to that transaction. 📊 Scenario 82 Question: Your manager wants to compare this year's sales with last year's sales and calculate the growth percentage. How would you do it? Answer: Use the percentage growth formula. Example: =(B2-C2)/C2 Where B2 is the current year's sales and C2 is the previous year's sales. Format the result as a Percentage. 📅 Scenario 83 Question: You have a list of employee joining dates and want to identify employees who joined within the last 30 days. How would you do it? Answer: Use IF() with TODAY(). Example: =IF(AND(A2>=TODAY()-30,A2<=TODAY()),"Joined Last 30 Days","Older") 📈 Scenario 84 Question: Your sales report contains values such as "₹1,000", "₹2,500", and "₹5,000" stored as text. How would you convert them into numbers? Answer: Remove the currency symbol and convert the remaining text to a number. Example: =VALUE(SUBSTITUTE(A2,"₹","")) This converts the text value into a numeric value that can be used in calculations. 🔍 Scenario 85 Question: You need to compare two lists of Employee IDs and identify which IDs are missing from the second list. How would you do it? Answer: Use XLOOKUP() with ISNA(). Example: =IF(ISNA(XLOOKUP(A2,List2!A:A,List2!A:A)),"Missing","Found") This identifies whether each Employee ID from the first list exists in the second list. 💬 Double Tap ♥️ For More! ----- 2.17 ₽ · /balance_help	672
14	🔥 SQL Interview Concept You MUST Know: COUNT() COUNT() is one of the most commonly asked SQL functions in Data Analyst interviews. It helps you count rows, records, or unique values, making it essential for reporting and data analysis. 📌 Key points: 🔹 Counts rows in a table 🔹 Can count non-NULL values using a column 🔹 COUNT(*) includes all rows 🔹 COUNT(DISTINCT column) counts unique values 🔹 Frequently used with GROUP BY 💡 Common interview use cases: ✅ Counting total customers ✅ Finding the number of orders per customer ✅ Counting unique products sold ✅ Measuring website visits ✅ Creating summary reports and dashboards ❤️ React if you want more SQL interview concepts explained in a simple way.	663
15	𝗪𝗢𝗥𝗞 𝗙𝗥𝗢𝗠 𝗛𝗢𝗠𝗘 𝗝𝗢𝗕 𝗢𝗣𝗣𝗢𝗥𝗧𝗨𝗡𝗜𝗧𝗬 😍 Company Name :- AI InsurTech Company 💼 𝗥𝗼𝗹𝗲: Backend Developer 💰 𝗦𝗮𝗹𝗮𝗿𝘆: ₹5 LPA 🏠 𝗪𝗼𝗿𝗸 𝗠𝗼𝗱𝗲: Work From Home 📍 𝗟𝗼𝗰𝗮𝘁𝗶𝗼𝗻: Hyderabad / Remote 🎓 𝗪𝗵𝗼 𝗖𝗮𝗻 𝗔𝗽𝗽𝗹𝘆? ✅ BTech/BE graduates ✅ Branches: CS, IT, AI, ML and Data-related streams ✅ Graduation Years: 2025 and 2026 🔗 𝗔𝗽𝗽𝗹𝘆 𝗡𝗼𝘄 👇:- https://pdlink.in/4xIfsE4 ⚡ Apply early and share this opportunity with your friends!	817
16	𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗙𝗥𝗘𝗘 𝗢𝗻𝗹𝗶𝗻𝗲 𝗠𝗮𝘀𝘁𝗲𝗿𝗰𝗹𝗮𝘀𝘀 😍 💫Kickstart Your Data Science Career 💫Join this Masterclass for an expert-led session on Data Science Eligibility :- Students ,Freshers & Working Professionals 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘 👇:- https://pdlink.in/4xOh5jA (Only few slots left ) Date & Time :- 21st August 2026 & 7PM	847
17	🔥 SQL Interview Concept You MUST Know: LEAD() LEAD() is a powerful SQL window function that lets you access data from the next row without using a self join. It's widely used in analytics to compare current values with future values in a dataset. 📌 Key points: 🔹 Retrieves values from the next row 🔹 Uses the OVER() clause 🔹 Eliminates the need for self joins 🔹 Ideal for sequential and time-series analysis 🔹 Common in advanced SQL interview questions 💡 Common interview use cases: ✅ Comparing current and next month's sales ✅ Calculating future growth trends ✅ Identifying changes between consecutive records ✅ Tracking customer activity over time ✅ Building analytical business reports ❤️ React if you want more SQL interview concepts explained in a simple way.	911
18	🎓 𝟰 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗮𝘁𝗶𝗼𝗻𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗜𝗻 𝟮𝟬𝟮𝟲 🚀 Want to build job-ready skills and strengthen your resume? Start learning these in-demand technologies for FREE! 🔥 📊 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 :- https://pdlink.in/4qn5q94 💫 𝗔𝗜 & 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 :- https://pdlink.in/4zrkYNg ☁️ 𝗖𝗹𝗼𝘂𝗱 𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴 :- https://pdlink.in/4wzy6Ny 🛡️ 𝗖𝘆𝗯𝗲𝗿 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 :- https://pdlink.in/4xMJNl5 🔁 𝗦𝗵𝗮𝗿𝗲 this with your friends and classmates!	900
19	📊 𝗪𝗮𝗻𝘁 𝘁𝗼 𝗕𝗲𝗰𝗼𝗺𝗲 𝗮 𝗣𝗿𝗼 𝗶𝗻 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀? 🚀 Learning Excel, SQL and Power BI is only the beginning. To stand out as a Data Analyst, focus on practical experience, visibility and networking. 🔥 4 Ways to Level Up Your Data Analytics Career: 💡 Master the Skills → Build Projects → Create Your Portfolio → Get Noticed 🔗 𝗖𝗵𝗲𝗰𝗸 𝘁𝗵𝗲 𝗖𝗼𝗺𝗽𝗹𝗲𝘁𝗲 𝗚𝘂𝗶𝗱𝗲 👇 https://pdlink.in/4cIfLqn 🎯 Perfect for Students \| Freshers \| Data Analyst Aspirants \| Career Switchers	867
20	🚀 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲 📊🔥 𝗕𝘂𝗶𝗹𝗱 𝗝𝗼𝗯-𝗥𝗲𝗮𝗱𝘆 𝗦𝗸𝗶𝗹𝗹𝘀 & Learn the tools companies actually use and prepare for high-growth Data Analyst opportunities. 💼 60+ Hiring Drives Every Month 🤝 500+ Hiring Partners 👨‍🏫 1-on-1 Expert Mentorship 📝 Resume & Interview Preparation 🚀 Dedicated Placement Assistance 🔗 𝗕𝗼𝗼𝗸 𝗮 𝗙𝗥𝗘𝗘 𝗖𝗮𝗿𝗲𝗲𝗿 𝗖𝗼𝘂𝗻𝘀𝗲𝗹𝗹𝗶𝗻𝗴👇:- https://pdlink.in/45vk5ph 🎓 Perfect for Students \| Freshers \| Working Professionals \| Career Switchers	941

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