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Egg and Butter

Import the Data

EDA : Exploritory Data Analysis
Data Cleaning
Data transformation - Markets Balance Indicators
DAta Analysis - Derived Market Indicators
Computation of net exports, supply–demand gap, market activity, and production–consumption ratios.

Visualisation - Line charts illustrating the temporal evolution of derived market indicators.

Convert string columns with numeric values to integer columns
String to Number
View Missing value, duplicate,interpretation
Statistics View
Convert year columns from String to Integer
String to Number
Convert string columns to integer columns
String to Number
Read data from file (Excel/CSV)
Example Data Reader
Compute linear correlation matrix for all numeric columns
Linear Correlation
Net Exports
Math Formula
Duplicate Row Filter
Filter or use flagged columns for analysis/modeling
Row Filter
Missing Value
Detect numeric outliers and create Boolean flag columns
Numeric Outliers
Transpose table (swap rows and columns)
Table Transposer
Detect numeric outliers (IQR or standard deviation) and create Boolean flags
Numeric Outliers
Rename Boolean flag columns for clarity (optional)
Column Renamer
Box Plot
Box Plot
Duplicate Row Filter
Numeric Outliers
A look on the missing value
CSV Writer
A look on the missing value
Missing Value Column Filter
Box Plot
Scatter Plot
A look on the Final table
CSV Writer
Box Plot
Scatter Plot
Chicks Hatched by Commercial Hatcheries
CSV Reader
Scatter Plot
Net Exports Table
GroupBy
Scatter Plot
Turkey Production in the United States
CSV Reader
Dairy Products - Quantity Manufactured
CSV Reader
Egg Production in United States
CSV Reader
Dairy Products - Quantity Manufactured
CSV Reader
Egg Production in United States
CSV Reader
Turkey Production in the United States
CSV Reader
View the data table
Table View
Compute and visualize basic statistics
Statistics
Net Exports Trend Over Time
Line Plot
Generate correlation heatmap for feature relationships
Heatmap
Bar chart comparing average per capita consumption between crisis and modern periods.
Bar Chart
Convert string columns with numeric values to integer columns
String to Number
Table - Production-Consumption Ratio
GroupBy
Convert year columns from String to Integer
String to Number
Joiner
Joiner
Visualize column distributions with a histogram
Histogram
Data Distribution - Outliers
Box Plot
Compute and visualize basic statistics
Statistics
Table - Total Market Activity
GroupBy
Total Market Activity
Math Formula
View data table
Table View
Table - Production vs Consumption Gap
GroupBy
Production-Consumption Ratio
Math Formula
Statistics View
Sort table names alphabetically
Column Resorter
Relationship between two factors
Scatter Plot
Statistics View
String Manipulation
Production–Consumption Gap Over Time
Line Plot
Statistics View
Production–Consumption Ratio Trend
Line Plot
Total Market Activity Trend
Line Plot
Table – Evolution of Per Capita Consumption Across Crisis and Modern Periods
GroupBy
Data Cleaning Complete Checkpoint
Statistics View
Pivot
Production vs Consumption Gap
Math Formula
View data table
Table View
Extract Missing Value Cause
View the evolution of some factors
Line Plot
Period of the century
Rule Engine
Visualize column distributions with a histogram
Histogram
Compute and visualize basic statistics
Statistics
Remove the extra year column
Column Filter
View data table
Table View
Compute and visualize basic statistics
Statistics
Replaces all missing numeric values with 0
Missing Value
Statistics View
View data table
Table View
Delete all the none valuable rows
Top k Row Filter
Statistics View
Compute and visualize basic statistics
Statistics
Emphasising the Rows with value
Value Counter
Pivot table comparing average per capita consumption across crisis and modern periods.
Pivot
Visualize column distributions with a histogram
Histogram
Chicks Hatched by Commercial Hatcheries
CSV Reader
Visualize column distributions with a histogram
Histogram
Remove the duplicate rows
Duplicate Row Filter
Visualize column distributions with a histogram
Histogram

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: lawag
Created at: 2026-01-27
On NodePit since: 2026-01-31
Last update: 2026-02-07
Created with KNIME version: v5.9.0

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