Data Patterns

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August 31, 2024 4 min read Definitions
Seasonal Component: Periodic Changes in Time Series
Statistics Economics Time Series Seasonal Variation Statistical Analysis Data Patterns Forecasting
The Seasonal Component in time series analysis describes periodic changes within a year caused by natural factors, administrative measures, and social customs.
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August 31, 2024 4 min read Definitions
Zipf's Law: A Statistical Phenomenon in Natural Languages and Beyond
Mathematics Statistics Economics Linguistics Data Science Zipf's Law Frequency Distribution Statistical Laws Linguistics Data Patterns
Zipf's Law describes the frequency of elements in a dataset, stating that the frequency of an element is inversely proportional to its rank. This phenomenon appears in various domains including linguistics, economics, and internet traffic.
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August 24, 2024 4 min read Definitions
Data Smoothing: Techniques, Applications, and Benefits
Mathematics Statistics Data Science Data Smoothing Algorithms Noise Reduction Data Analysis Data Patterns
Comprehensive guide to data smoothing, its techniques, applications, and benefits. Learn how algorithms remove noise to highlight important patterns in data sets.
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