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Import Data

EDA: Exploratary Data Analysis

Data Cleaning

Transformation of Data

Data Visualization

Summary of the Dataset
Statistics
Distribution of Case Diameter
Histogram
Distribution of Case Thickness
Histogram
Imported Excel file
Excel Reader
Movement Type vs Mean Price
Bar Chart
Models distributed across Movement Types
Line Plot
No of watch Models by a Brand
Line Plot
Brand vs Price per mm
Bar Chart
price per case diameter
Math Formula
Replaced 'None' with empty cell
String Manipulation
Replaced 'N/A' with 0 hours
String Manipulation
Created a new column to categorize luxury watches
Rule Engine
Outliers in Band Width
Box Plot
Replaced the spelling
String Replacer
Distribution of Price
Histogram
Correlation between Brand vs Water Resistance
Heatmap
mean price of Watch by a Brand
GroupBy
Outliers in Case Diameter
Box Plot
mean price of Watch for movement type
GroupBy
Outliers in Price
Box Plot
Correlation between Movement Type vs Power reserve
Heatmap
crossed checked for Errors
Value Counter
checked for none value, N/A values
Value Counter
Brand vs Mean Price
Bar Chart
Brands that focus on the type of movements
Pivot

Nodes

Extensions

Links