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Covid Data Cleaning on S.S.M.S(SQL Server Management Studio) Ver:-19.2 | Pizza Sales Data Cleaning in S.S.M.S(SQL Server Management Studio) Ver:-20.0 | Bank Loan Data Analysis & Cleaning .

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πŸ—„οΈ SQL Server Data Cleaning & Analysis Projects SQL Server Management Studio (SSMS) | Data Cleaning | Querying | Joins | Aggregations

Hello Connections! πŸ‘‹ I'm Shaif Khan, a data analyst and backend developer with an MCA from Lalit Narayan Mishra Institute of Economic Development and Social Change, Patna, Bihar, affiliated to Aryabhatta Knowledge University, Patna, Bihar.

This section showcases my hands-on experience with Microsoft SQL Server Management Studio (SSMS) β€” where I focused on data cleaning, querying, joining, and preparing datasets for further visualization and analytics.

🧾 Project Highlights: 🦠 COVID-19 Data Cleaning in SSMS (v19.2) βœ… Imported raw COVID data into SQL Server

βœ… Performed cleaning using ISNULL, CAST, CASE, and TRIM functions

βœ… Removed duplicates, fixed nulls, standardized date formats

βœ… Prepared cleaned dataset for BI tools (Power BI/Tableau)

πŸ• Pizza Sales Data Cleaning in SSMS (v20.0) βœ… Used SQL joins to combine sales, customer, and product tables

βœ… Applied GROUP BY, ORDER BY, and HAVING for insights

βœ… Cleaned messy strings and invalid transaction data

βœ… Ready-to-use output for dashboarding and business reporting

🏦 Bank Loan Data Analysis & Cleaning βœ… Handled missing values and formatted categorical data

βœ… Segmented loan types, filtered approved vs rejected loans

βœ… Used aggregate functions to summarize borrower behavior

βœ… Structured dataset exported for machine learning & visualization use

🧰 Tools & Techniques Used: 🧱 SQL Server Management Studio (SSMS) v19.2 & v20.0

πŸ“Š SQL Queries – SELECT, JOIN, WHERE, GROUP BY, ORDER BY

🧹 Data Cleaning Functions – ISNULL, CAST, TRIM, CASE, COALESCE

πŸ” Joins & Subqueries – For dataset integration

🏷️ Aliases, Temp Tables, and Views – For modular query building

🎯 What These Projects Demonstrate: 🧠 Strong foundation in SQL syntax and logic

🧹 Experience in cleaning and shaping data at the database level

πŸ§‘β€πŸ’» Ability to prepare analysis-ready datasets

πŸ“Š Practical SQL use cases for real-world data problems

πŸ”— Let’s Connect! Interested in the queries, cleaned datasets, or integration with BI tools like Power BI? Let’s collaborate or discuss more!

πŸ“Œ Tags & Topics #SQLServer #SSMS #DataCleaning #COVID19Data #PizzaSalesAnalysis #BankLoanSQL #SQLProjects #Joins #SQLQueries #SQLDataPreparation #BusinessIntelligence #DataWrangling #SSMS20

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Covid Data Cleaning on S.S.M.S(SQL Server Management Studio) Ver:-19.2 | Pizza Sales Data Cleaning in S.S.M.S(SQL Server Management Studio) Ver:-20.0 | Bank Loan Data Analysis & Cleaning .

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