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কীভাবে Data Analysis গণনা করবেন

Data Analysis কি?

A data analysis tool detects outliers using the IQR method or z-scores, and computes descriptive statistics. Outlier detection is the first step in data cleaning.

সূত্র

IQR = Q3 − Q1
IQR
Q3 − Q1 — Q3 − Q1
Q3
Q3 value — Variable used in the calculation
Q1
Q1 value — Variable used in the calculation

ধাপে ধাপে নির্দেশিকা

  1. 1IQR = Q3 − Q1
  2. 2Outlier: value < Q1−1.5×IQR or > Q3+1.5×IQR
  3. 3Z-score: (x − mean)/SD; outlier if |z| > 2 or 3
  4. 4IQR method is robust; z-score assumes normal distribution

সমাধান করা উদাহরণ

ইনপুট
Dataset: 2,3,4,5,6,100 — IQR method
ফলাফল
Upper fence=10.25 → 100 is an outlier

সচরাচর জিজ্ঞাসা

What is Data Analysis?

A data analysis tool detects outliers using the IQR method or z-scores, and computes descriptive statistics. Outlier detection is the first step in data cleaning

How accurate is the Data Analysis calculator?

The calculator uses the standard published formula for data analysis. Results are accurate to the precision of the inputs you provide. For financial, medical, or legal decisions, always verify with a qualified professional.

What units does the Data Analysis calculator use?

This calculator works with inches. You can enter values in the units shown — the calculator handles all conversions internally.

What formula does the Data Analysis calculator use?

The core formula is: IQR = Q3 − Q1. Each step in the calculation is shown so you can verify the result manually.

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