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Knowledge Nuggets - 2026(Q1)

A collection of Qlik and Data & AI Literacy related videos and articles

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Audience

All Qlik stakeholders

Data and advanced analytics

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omkarnag_1232 · ‎2026-03-31

Reports

Purpose This app is an interactive sales analytics dashboard designed to monitor business performance, explore trends, and support data-driven decisions. What it shows Key KPIs: total sales, number of customers, sub-categories, and average unit price Sales breakdown by region, state, and city Product-level insights (quantity sold, top-performing items) Category and sub-category performance Time trends (yearly and quarterly sales) Interactive filters for category and region to drill down into data

Discoveries

📊Sales Performance Insights The North region appears to have the highest sales, closely followed by West and East, while South is slightly lower. Overall sales are strong (over 109M), indicating healthy business performance. 🏙️ City-Level Trends Surat (~11.9%) and Bangalore (~10.3%) are among the top contributing cities. Cities like Mumbai, Chennai, and Pune contribute fairly evenly (~9–10%), showing a well-distributed market. 🗺️ State-Level Insights Karnataka leads in state-wise sales (~15M), followed by Telangana and Maharashtra. There is a cluster of high-performing southern and western states, suggesting strong regional demand.

Impact

: 🚀 Revenue Growth Impact Strong performance in top regions and states (like North and Karnataka) means you can double down on high-performing markets to drive faster revenue growth. The slight dip in 2024 highlights a need for corrective strategies (promotions, new products) to avoid stagnation. 🎯 Market Strategy Impact Well-distributed city contributions reduce risk, but top cities (Surat, Bangalore) offer opportunities for targeted campaigns and expansion. Underperforming regions can be improved with localized marketing and pricing strategies. 📦 Product Strategy Impact High-value products (e.g., laptops) contribute significantly → focus on premium product positioning and upselling. Low-performing items (e.g., accessories with low sales) may lead to inventory inefficiencies, so consider bundling or discontinuation. 💰 Profitability Impact A high average unit price (~10K) suggests strong margins, but optimizing the product mix can further increase profitability. Better alignment of demand vs. supply reduces holding costs and wastage. 👥 Customer Impact With relatively fewer customers generating high sales, there’s an opportunity to: Increase customer base (acquisition campaigns) Boost retention and repeat purchases (loyalty programs) 📈 Decision-Making Impact Leadership can make faster, data-driven decisions using this centralized dashboard. Enables proactive actions instead of reactive ones (e.g., spotting declining trends early).

Audience

Sales managers, business analysts, and marketing teams use the app to track performance and identify trends. Executives rely on it for quick, data-driven decisions to drive growth and strategy.

Data and advanced analytics

The app uses structured sales data (customers, products, regions, and time) to generate insights. It applies advanced analytics like trend analysis, regional comparison, and KPI tracking to uncover patterns and support predictive, data-driven decisions.

AnaSilva · ‎2026-03-10

Data Files Staleness Monitor

The Data Files Staleness Monitor tracks the freshness of data files stored across a Qlik Cloud tenant, surfacing files that have not been updated within expected thresholds. Used by system administrators to proactively identify stale data before it impacts end users, the app provides a centralized view of file age across spaces and triggers automated alerts when critical staleness thresholds are breached.

Discoveries

Some of the discoveries from using this app include: data files that had gone stale for extended periods without anyone noticing, inconsistent reload cadences across spaces, and specific files that were frequently at risk of staleness — insights that were previously only surfaced reactively when end users reported outdated data.

Impact

The app eliminates the need for manual file freshness checks, giving administrators an always-current view of data health across the tenant. Automated critical-staleness alerts ensure that stale data is caught and addressed before it reaches end users.

Audience

Primary users are Qlik Cloud System Administrators responsible for data operations and reload management. The app is monitored on a regular basis as part of routine data quality oversight and is referenced immediately when automated staleness alerts are triggered across any Qlik Cloud environment.

Data and advanced analytics

The app sources metadata directly from the Qlik Cloud tenant API, capturing file timestamps and space assignments at each reload. Staleness classification logic evaluates file age against configurable thresholds, enabling administrators to prioritize remediation by severity and track freshness trends across spaces over time.

AnaSilva · ‎2026-03-10

onGuard Permission Audit

onGuard Permission Audit monitors user permission changes across a Qlik Cloud tenant in near real-time. Built for system administrators and compliance stakeholders, it detects role additions and removals across spaces, classifies changes by severity (Critical, High, Medium, Low), and maintains a timestamped change log for audit trail purposes. Used by PWCS to support governance reviews, access verification, and proactive security monitoring — replacing manual permission checks with an automated, always-current view of who has access to what.

Discoveries

Some of the discoveries from using this app include: permission changes that occurred without a formal access request, role discrepancies between users who should have equivalent access, and visibility into exactly when elevated permissions were granted or removed — detail that was previously unavailable without manual tenant reviews.

Impact

onGuard has shifted client's access governance from reactive to proactive, giving administrators and compliance stakeholders a live audit trail without manual effort. Permission anomalies that previously went undetected between formal reviews are now surfaced automatically and classified by severity.

Audience

Primary users are Qlik Cloud System Administrators and compliance stakeholders responsible for access governance. The app is accessed on-demand for audit reviews and permission verification, and is expected to be referenced regularly as part of ongoing security monitoring across the Qlik Cloud tenant.

Data and advanced analytics

onGuard sources its data directly from the Qlik Cloud tenant API, capturing space membership and role assignments across all users at each reload. Change detection is performed using hash-based delta comparison between reload cycles, with severity classification logic applied to categorize each permission event — enabling pattern analysis across users, spaces, and time.

Abhishek_clay_tech_System · ‎2026-01-30

Revenue_Reports

This Qlik app is designed to provide a comprehensive overview of sales performance across multiple dimensions, including region, city, product category, and time. It consolidates key metrics such as total sales, total customers, number of sub-categories, and average unit price, while allowing users to dynamically filter the data by category and region. The visualizations include region-wise sales, quantity and sales by sub-category, city-wise total sales, product-wise units sold, quarterly sales trends, and state-wise sales contributions, offering a clear and interactive view of the business performance. It is primarily used by sales managers, marketing teams, and business analysts to monitor trends, identify top-performing products, and assess regional and city-level performance. By providing actionable insights through an interactive and easily navigable interface, the app enables stakeholders to make informed, data-driven decisions that improve sales strategies, optimize inventory, and enhance overall business performance.

Discoveries

The Qlik app reveals clear differences in sales performance across regions, cities, and product categories, with certain regions and states contributing a significantly higher share of total sales. Major cities emerge as key revenue drivers, while other locations show potential for growth. Product-level analysis indicates that a limited number of high-demand items account for a large portion of total units sold, particularly within electronics and fashion categories. Sales trends show steady growth over recent years, with minor fluctuations in the most recent period that may be influenced by seasonality or market conditions. Overall, the app highlights stable pricing, strong regional concentration, and identifiable top-performing products, enabling stakeholders to focus on high-impact areas while addressing underperforming segments to improve overall business performance.

Impact

This report enables stakeholders to quickly understand sales performance across regions, products, and time through an interactive and unified view. It supports data-driven decisions by identifying high-performing areas, trends, and improvement opportunities. As a result, it helps optimize sales strategies, inventory planning, and overall business efficiency.

Audience

This app is used by sales managers, marketing teams, business analysts, and senior leadership to track and evaluate sales performance across regions, cities, and product categories. It is primarily accessed through Qlik Sense dashboards during daily and weekly performance reviews and is a critical tool for monitoring business health, identifying trends, and supporting strategic decision-making.

Data and advanced analytics

The app has improved the business’s ability to analyze sales data by providing interactive, real-time insights across multiple dimensions. It enables faster identification of high-performing areas and underperforming segments, leading to more effective sales strategies and improved operational efficiency.

NItesh_Singh · ‎2026-01-19

clay tech_Myfairhotel

This dashboard provides a month & year–wise comparison of hotel revenue, highlighting key KPIs, room type performance, folio revenue contribution, and business source distribution to quickly track revenue trends and drivers.

Discoveries

Some of the key discoveries from using this app include clear visibility into month-on-month and year-on-year revenue trends, identification of top-performing room types, and understanding which business sources contribute the most to overall folio revenue.

Impact

This app has helped the business make faster, data-driven decisions by highlighting revenue drivers and gaps, enabling better pricing, channel optimization, and room mix planning to improve overall performance.

Audience

This app is primarily used by hotel management, revenue managers, sales & marketing teams, and finance stakeholders. It is displayed on management review dashboards and is accessed daily/weekly for performance tracking, making it a critical tool for monitoring revenue health and supporting strategic decisions.

Data and advanced analytics

The app leverages consolidated transactional data with time-based comparisons and KPI-driven analytics to uncover trends and patterns. It enables proactive analysis of revenue, room type performance, and business sources, helping the business optimize forecasting, pricing strategies, and overall revenue management.

rdm6532 · ‎2025-11-25

Port Congestion

This application pulls the time, in days, to unload / load containers at ports across North America. This data model includes the Ton Equivalent Units (TEU's) that have been moved and estimates how much will be done and how long it will take in the future.

Discoveries

We uncovered the true time it takes to move goods through ports.

Impact

We can improve deliverable timelines by utilizing both the historic and estimated future discharge times.

Audience

Our audience is both the operations group within LP and the LP customers who move goods through these ports.

Data and advanced analytics

We have improved our communication of deliverables and our timeliness reporting.

bernardhap · ‎2025-10-09

HR Analysis

The purpose of this app was to learn more about design and visual design with a generated DB in qlik.

Discoveries

The amazing amount of design possibilities with qlik sense.

Impact

The app has impacted my learning very much, now im able to help my company by creating better apps.

Audience

It was only used by me, i'm an intern.

Data and advanced analytics

Has helped the company by helping me learn

robert_mika · ‎2025-09-08

Dynamic Zone Visibility

Dynamic Selections

Discoveries

How to dynamically switch between charts Dynamic Zone post

Impact

Small space, bigger impact on user engagement

Audience

All users

Data and advanced analytics

Recipe:
1. Layout Container
2. Three Buttons
3. Line Chart, map and two bar charts
4. Add your data, mix with variable and good color pallet.
5. Style with Inter, sans-sarif.

robert_mika · ‎2025-08-29

Onyx Data Challange June 2025

Social Media Analysis

Discoveries

Educational and Product Related post have most engagements

Impact

Showing when to post and which content is the best

Audience

Everyone interested in Social media content

Data and advanced analytics

Showing when to post and which content is the best

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