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This blog page share thought-provoking articles and captivating stories

Enjoy the essence of creativity with the power of human ingenuity

Beyond Ordinary Analytics: A Visual Guide to Bioinformatics for Non-Bioinformaticians

How genes, variants, expression data and biological pathways are transformed into meaningful visual evidence Introduction: A world of data beyond patient records When analysts hear the term healthcare analytics, they commonly think about hospital admissions, patient demographics, treatment costs, laboratory

Khan Arshad July 26, 2026
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Two Days to the Boardroom: Hiba and the Analytical Roller Coaster

More than the colorful charts and dashboards, the clients are generally more interested in understanding what happened, why happened, what may happen next, and what management should do.TL;DRHiba gets a multi-sheet sales workbook and two days until a board meeting.

Khan Arshad July 25, 2026
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Analytical Gymnastics: From Chaos to Clarity…

How One ‘Quick Question’ transforms into multiple tools, multiple exports, and a lost weekend! Click here for Complete Story “Can you tell us what happened, why it happened, and what is likely to happen next?”It sounds like one question, but

Khan Arshad July 25, 2026
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Publication-Ready Statistics Reviewers Can Trust: APA 7-Aligned Tables, Effect Sizes, and Post-Hoc Letters

Important scope noteEffective APA 7 statistical reporting connects the fitted model, assumptions, effect sizes, comparisons, tables, figures, notes, and written interpretation.APA Style provides reporting and presentation guidance, but it does not prescribe one universal statistical test for every design. The

Khan Arshad July 24, 2026
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Not Everything Is Normal: How Distribution Choice Affects Probability, Risk, and Decisions

Why similar-looking curves can produce different probabilities, and how evidence and judgment should work together?The observations may remain the same, but the probability story changes when a different distribution is fitted, which can alter percentiles, tail probabilities, simulations, reliability conclusions,

Khan Arshad July 24, 2026
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Beyond the Average: What the Bell Curve Reveals About Risk and Uncertainty

A bell curve is not just a shape on a chart - it is a readout of stability, variation, and risk hiding inside your data. TL;DR: Two datasets can share the exact same average and still be telling completely different

Khan Arshad July 23, 2026
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Beyond Dashboards: Transforming Raw Data into Decision Intelligence

Businesses generate more data than ever before, but many management teams still struggle to convert that data into clear decisions. Sales transactions, inventory movements, supplier records, customer behavior, operating costs, and performance metrics often exist in separate files and systems. The

Khan Arshad July 23, 2026
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The Hidden Cost of Bad Data: Data Cleaning-Why Trust Matters More Than Beautiful Charts

Businesses often focus on dashboards, KPIs, forecasts, and executive summaries, but each of those outputs depends on something less glamorous and more important: the quality of the data preparation process.In real business environments, data rarely arrives clean. It usually contains

Khan Arshad July 17, 2026
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Women—A Symphony Of Shades And Hues In The Existential Portrait Of The Universe

The existence of women adds vibrant colors to the tapestry of a man’s life. Their resilience, commitment, and firm support are woven into the fabric of a man’s experiences, enriching and enhancing every aspect of his journey. This article is a small tribute to the women who have shaped my life, i.e. my mother, sisters, wife, daughters, and friends.

Khan Arshad July 31, 2024
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Spreading Happiness: How To Create Delightful Environment

Spreading happiness is an art. We must understand that it does not mean only humor and laughter; it is more profoundly associated with minimizing difficulties with kind words, giving hopes, and bringing smile on the faces dusted with hardships.
We can change the moods of others around us with rejoice, or providing relief through our exit; the choice is ours!

Khan Arshad July 4, 2024
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Cognitive Bias – A Thinking Trap: How Biases Affect Decisions In Oil & Gas Exploration And Beyond

Cognitive bias is a mental shortcut that influences our thinking and decision-making. This article discusses the financial, emotional, and reputational tolls we often pay in the business, as well as in our lives due to such shortcuts to overcome everyday issues. This article also highlights how critical thinking can help see the other side of the coin.

Khan Arshad June 26, 2024
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We Are Not Angels – We Are Humans, The Improvisers; We Are Fine with Our Imperfect Perfection

We are not Angels, we are Humans: We are blessed with relations, love, emotions and empathy. Being imperfect, we make mistakes, and then learn from these mistakes to move forward with improvisation. We are improvisers.

Khan Arshad June 12, 2024
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‘The Baby Management’– An Exploration Project Manager’s Unconventional Shift From Strata To Soufflé

The Baby Management Project is more than just managing The Baby; it is about living, loving, and finding value with happiness in the most unexpected moments in life. As I continue to steer this rollercoaster, I’m grateful for every moment, every lesson, and every laugh along the way.

Khan Arshad June 1, 2024
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Shall We Continue To Die….?

Life is a journey filled with unexpected twists and turns. Although our road was marked with lines of challenges, it was also illuminated by moments of profound beauty and grace.
This is our story, the story of struggle for survival. The story of keeping the ‘hope belt’ fastened.

Khan Arshad May 23, 2024
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‘I Need You More Than I Love You’: My Wife Became An Inspiration With Her Battle Against Breast Cancer

This inspirational story bids hope for those who are fighting with dreadful diseases, and it emphasizes the willingness to live each day at the fullest, even if it seems next to impossible.

Khan Arshad May 20, 2024
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