Statistics for Data Analysis | Quartiles, Quantiles and Interquartile Range

Data analysis and outliers detection of air quality data.

A outlier removal tool, removes outlier row-wise using z-score or InterQuartile Range method

Machine Learning Nano-degree Project : To identify customer segments hidden in product spending data collected for customers of a wholesale distributor

Data Science Foundations I | Exploratory Data Analysis in Python | Summarizing Single Feature

Collection of Python scripts to perform various statistical analyses

Uma análise exploratória dos dados do airbnb sobre a cidade de Vancouver. Limpeza de dados, análises estatísticas, mapas interativos.

Data pre-processing of time-series dataset and statistical analysis using IQR, handling null values, removing outliers etc.

This repository contains a project using the Iris dataset for data visualization, outlier detection, normalization, and classification. The project includes models like GaussianNB, RandomForestClassifier, and DecisionTreeClassifier, with hyperparameter tuning and PCA for dimensionality reduction.

I have used Boston Housing Dataset, which is available at Sklearn API. Find out the outliers using box plot, scatter plot and clean them using Z score and IQR method.

Here includes my SQL journey from beginning and any further progress

Прогнозирование исхода лечения пациентов с циррозом печени

Credit Card Fraud Detection Using SQL

📊 Master Microsoft Excel for Data Analysis and Data Science with ready-to-use tools, templates, and expert tips. Join us in unleashing the power of data! 💼🔍🚀

The following data are annualized returns on a group of 15 stocks. 12.5, 13, 14.8, 11, 16.7, 9, 8.3, -1.2, 3.9, 15.5, 16.2, 18, 11.6, 10, 9.5

simple IQR & Z-score normalization script

1-Outlier detection and removal of the outlier by Using IQR The Data points consider outliers if it's below the first quartile or above the third quartile 2-Remove the Outliers by using the percentile 3-Remove the outliers by using zscore and standard deviation

Similar image retrieval using distance measure coded in MATLAB

This repository contains the source code for Statistics.JS.