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Progress from filtering and joins to analytical windows, time-series queries and recursive SQL, with focused database lessons and a data-export repository capstone.
This path provides hands-on SQL practice from fundamentals to more advanced query patterns.
Category Discounted Product Pricing
Customer Referral Eligibility
Employee Low Bonus Audit
Large-Country Screening Report
Medal Table Ranking with Cascading Tie-Breakers
Person Directory Address Join
Product Price Row Expansion by Store
Segment Triplet Triangle Feasibility
Self-Viewed Article Authors Report
Three-School Unique Delegate Triplets
Triangle Shape Classification by Side Lengths
Experiment Run Count Grid by Platform and Study
Pairwise Seat Swap Ledger
Adaptive Product Price Unpivot by Active Store Set
Adjacent Free Seat Finder
Binary Hierarchy Node Role Tagging
Double Round-Robin League Fixtures
Employee Identity Bridge Report
Exclusive Flagship Buyer Report
Hierarchy Node Role Classification
Inventory Net Present Value Lookup
Metal-Nonmetal Bond Candidate Matrix
Product Yearly Price Report
Reports Paid More Than Their Managers
Students Linked to Retired Departments
Axis-Aligned Rectangle Opposite-Corner Areas
Direct Connections Without Shared Contacts
Friend-Liked Page Suggestions
Three-Topping Pizza Bundle Pricing
Top Sellers by Distinct Cross-Brand Items
Variable Expression Truth Evaluation
Accounts Above Net Balance Threshold
Ad Campaign Click-Through Rate Ranking
Artist Presence Frequency on Streaming Chart
Average Process Duration by Machine
Cities Above National Housing Average
Compressed Order Mean Estimator
Contest Participation Rate by Event
Count Customers with Any High-Value Bill
Daily Brand Lead-Partner Reach Summary
Data Scientist Core Skill Shortlist
Department Monthly Revenue Pivot Report
Direct Report Metrics by Manager
Engineering vs Marketing Peak Salary Gap
Flight Seat Occupancy and Wait Queue Summary
Follower Base Size by User
Frequent Actor-Director Collaboration Pairs
High-Enrollment Classes Report
Highest Unique Signal Value
Immediate Dispatch Preference Percentage
Instructor Distinct Subject Count
Most Orders Customer
Player First Login Device
Player First Login Snapshot
Product Invoice Financial Rollup
Product Quantity Rollup by SKU
Project Team Experience Averages
Projects With Maximum Team Size
Query Relevance Score and Low-Rating Share
Rider Distance Leaderboard
Session Duration Bucket Distribution
Store Price Matrix by Product
Student-Subject Exam Attendance Matrix
User Spending Ranked by Basket Value
User Total Ride Distance Report
Visitors Without Checkout Activity
Warehouse Storage Volume by Facility
Yesterday Reported Post Reason Summary
Account Manager Revenue Influence Score
Active Profile Follower Connectivity Report
Age Cohort Message Action Time Share
Busiest Airport by Total Flight Traffic
Class Score Spread Analyzer
Company Salary Post-Tax Adjustment
Cross-Sell Candidates: Bought A and B, Not C
Customers With Complete Product Coverage
Daily Spam Report Clearance Rate
Department Enrollment Totals
Top Earners by Department
Driver-Passenger Role Crossover Frequency
Election Winner by Vote Count
Frequent Co-Purchase Product Pair Recommendations
High-Overlap Friendship Pairs
Investment-Ready Countries by Call Duration
League Performance Metrics by Team
Major Tournament Title Tally per Player
Member Engagement Tier by Visit-Purchase Conversion
Monthly Country Approval and Chargeback Reconciliation
Monthly Country Transaction Health Summary
Monthly Department vs Company Salary Benchmark
Most Connected User by Accepted Requests
Nearest Point Pair Distance in 2D
Nested Fruit Container Inventory Totals
Net Credit Balance and Limit Alerts
Order Peak Over Global Average
Permission Bitmask Consensus Audit
Project Assignment Seniority Leads
Qualified Interview Candidates by Experience and Round Score
Realized Gain/Loss by Stock Symbol
Retain Orders with Customer Priority Rule
Same-Day Multi-Article Viewers
School Admission Cutoff Score Planner
Signup Confirmation Success Rate by User
Social Page Recommendations with Friend Signals
Team Leads with Five Plus Direct Reports
Trial-to-Paid Engagement Averages
User Pairs with Peak Shared Followers
Co-Listening Friend Recommendation Pairs
Daily User Platform Spend Segmentation
Friend Pairs with High Same-Day Song Overlap
Half-by-Half Team Passing Control Index
Highest-Value Invoice Line Breakdown
Priority Warehouse Stock Maximization
Team Workload Outlier Project Assignments
User Network Reach Percentage
Account Count by Income Tier
Campus Excellence Challenge Winner
Canonical User Display Name Formatter
Cinema Highlight Feed
Commercial Email Domain Census
Customers With Net-Positive Revenue in 2021
Customers Without Purchase Activity
Daily Distinct Product Rollup
Deduplicated Email Registry
DotCom Email Compliance Audit
Dual Loan Category Qualification
Employee Home Department Resolution
Employee Record Completeness Audit
Enterprise User Email Policy Filter
Library Books Awaiting Ratings
Low Approval Problem Audit
Low-Salary Employees with Departed Managers
Message Length Policy Violations
Payroll Gender Code Toggle Report
Product Descriptions with Valid Serial Tokens
Professional Name Tag Formatter
Repeated Email Detector
Rule-Based Employee Bonus Allocation
Sales Reps Without RED Orders
Social Feed Compliance Screening
Sustainable Low-Fat Recyclable Product Filter
Type-1 Diabetes Code Screening in Patient Records
Unique Comment Count by Post
Call Metrics by Contact Pair
Coordinate Reflection Pairs
Daily Transaction Parity Ledger
DNA Sequence Pattern Signal Audit
Invoice Contact Trust Coverage Report
Major Curriculum Perfect-A Scholars
Connection Invite Acceptance Ratio
Standalone Market Term File Coverage
State City Roster with Initial-Letter Match
Daily Unbanned Trip Cancellation Rate
Dynamic Store Price Pivot Map
Invalid IPv4 Access Log Census
Polynomial Equation String Builder
Post Topic Resolution from Keyword Signals
Bike Fleet Last Usage Timestamp
Buyer Yearly Order Volume Report
Calendar Date Long-Format Renderer
Country November Climate Banding
Daily Office Minutes by Employee
Daily Temperature Increase Detector
Day-Two Signup Verification Users
Discount-Eligible User List in Policy Window
Dual-Month Customer Spend Qualification
February 2020 Bulk Product Order Report
Friday Spend Snapshot by Week
Inactive Sellers in 2020
June Kid-Friendly Movie Broadcast Catalog
Latest 2020 Access Snapshot by User
Monthly Canonical Product Sales Rollup
Monthly High-Value Order and Buyer Counts
Product Period Weighted Average Price
Quarter-Only Product Sales Report
Rolling Thirty-Day Daily Active Users Report
Uninterrupted Playback Sessions
Concurrent Multi-IP Session Violations
Daily First-Time Login User Count
Daily Fruit Sales Delta Report
Daily Immediate Delivery Share
Discount-Eligible Users in Policy Window
Employees Below Monthly Required Hours
First-Order Immediate Delivery Percentage
Friday Membership Weekly Spend Matrix
Player Day-After Retention Rate
Products With Sustained Annual Order Volume
Review Leader and February Top Movie
Shift Collision Audit
Six-Minute Interval Order Rollup
Subscribed Accounts Without 2021 Streaming Activity
Task Submission Split: Weekend vs Working Days
Thirty-Day Active Session Average
Annual Product Spend Growth Ledger
Employee Rolling Payroll Summary
Install Cohort Day-1 Retention Report
Monthly Driver Utilization Percentage
November Friday Spending Rollup
Weekly Category Sales Matrix
Latest Employee Compensation Snapshot
Minimum Coordinate Gap on a Line
Rapid Repeat Confirmation Requesters
State City Directory Rollup
Team Headcount by Member
Top Seller Total Revenue Report
Accelerated Hiring Shortlist from Contest Medal History
Account Running Balance Timeline
Accounts with Consecutive Income Breaches
Active Users by Seven-Day Repeat Purchases
As-Of Product Price Snapshot
City Peak Calling Hour Report
Continuous Log ID Range Boundaries
Customer Purchase Behavior Command Center
Daily Cumulative Scores by Gender
Daily Peak Transaction IDs
Department Exam Percentile Ranking
Department Leaders in Maximum-Size Teams
Department Runner-Up Salary Members
Earliest Peak Degree Day Per City
Employee Runner-Up Salary Lookup
February Hashtag Momentum Leaderboard
First-Year Product Sales Snapshot
Fleet Parking Fee and Duration Summary
Fuel-Type Top Driver Performance
Gender Cycle Display Order
Identify Repeat Buyers Within Seven Days
Independent Column Order Reconciliation
Largest Gap Between User Visits
Last Passenger Within Bus Weight Limit
Latest Order Day Per Product
Latest Three Orders Per Customer
Leaderboard Dense Score Ranking
League Standings from Match Results
League Table Points and Shared Rank Positions
Longest Available Seat Segments
Low-Demand Catalog Titles
Mid-Band Activity Participation Report
Multi-Signal Above-Benchmark Businesses
N-th Distinct Salary Lookup
Passenger Boarding Count Per Bus
Penultimate User Activity Snapshot
Player Cumulative Gameplay
Qualified Policy Investment Sum
Ranking Shift After Point Updates
Repeated Log Value Streaks
Rolling Weekly Revenue Trend Report
Salary Band Team Assignment
Seasonal League Table with Multi-Key Tie-Breaks
Server Fleet Full-Day Uptime
State Top Fraud Band Claims
Student Best Grade Course Selection
Student Subject Improvement Audit
Survey Answer Rate Leader
Sustained Login Streak Users
Third Transaction Spend Spike Detector
Top Call Durations by Direction
Top Reordered Products by Customer
User Consecutive Three-Day Step Average
User Product Spend Leaderboard with Tie Support
Weighted Election Results from Split Ballots
Annual Service Stability Period Report
Company Median Salary Rows
Consistently Mid-Range Exam Performers
Continental Student Roster Pivot
Country Wine Podium Report
Customer Transaction Momentum Windows
Customers With Longest Consecutive Transaction Streak
Daily First-Last Call Counterpart Match
Department High-Earner Bands
Employee Shift Overlap Intensity Audit
Employee Work Coverage and Peak Load
Flight Booking Confirmation Status
Frequency-Weighted Median Estimator
Group Stage Points Champions
Hall Event Overlap Consolidation
League Table Position and Tier Banding
Major Track Honors Student Filter
Player Peak Win Run
Priority Budget Hiring Plan
Project Candidate Skill Fit Ranking
Rolling Quarter Ride Metrics
Seller Second-Item Brand Affinity Audit
Senior-Priority Budget Hiring Plan
Stadium High-Attendance Sequences
Team Internal Pass Streak Maxima
Terrain Rainwater Retention Analysis
Users with Repeat Session Type Within 12 Hours
Viewer-to-Streamer Session Conversion
Catalog Products with Isolated Three-Digit Blocks
Word-Start Case Normalization with Space Preservation
Customer ID Gap Detector
February Posting Burst Detector
Order Log Forward Fill for Missing Drink Labels
Workforce Chain to Company Head
Annual Product Sales by Calendar Year
Circular Secret Santa Chain Ledger
Customers With Strict Annual Purchase Growth
Executive Reporting Depth and Compensation Delta
February Hashtag Trend Leaderboard
Monthly Driver Capacity and Completed Trip Totals
Segment-Wise Content Case Normalization
Task Execution Gap Detector
Visit Transaction Frequency Distribution
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