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Title: GitHub - Pawan-19012006/DataPrep-Workflow-Engine: An interactive Streamlit-based workflow engine for Exploratory Data Analysis (EDA), sequential data preprocessing, and cleaned dataset export for Machine Learning pipelines. · GitHub

Open Graph Title: GitHub - Pawan-19012006/DataPrep-Workflow-Engine: An interactive Streamlit-based workflow engine for Exploratory Data Analysis (EDA), sequential data preprocessing, and cleaned dataset export for Machine Learning pipelines.

X Title: GitHub - Pawan-19012006/DataPrep-Workflow-Engine: An interactive Streamlit-based workflow engine for Exploratory Data Analysis (EDA), sequential data preprocessing, and cleaned dataset export for Machine Learning pipelines.

Description: An interactive Streamlit-based workflow engine for Exploratory Data Analysis (EDA), sequential data preprocessing, and cleaned dataset export for Machine Learning pipelines. - Pawan-19012006/DataPrep-Workflow-Engine

Open Graph Description: An interactive Streamlit-based workflow engine for Exploratory Data Analysis (EDA), sequential data preprocessing, and cleaned dataset export for Machine Learning pipelines. - Pawan-19012006/DataPr...

X Description: An interactive Streamlit-based workflow engine for Exploratory Data Analysis (EDA), sequential data preprocessing, and cleaned dataset export for Machine Learning pipelines. - Pawan-19012006/DataPr...

Opengraph URL: https://github.com/Pawan-19012006/DataPrep-Workflow-Engine

X: @github

direct link

Domain: github.com

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requirements.txthttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine/blob/main/requirements.txt
requirements.txthttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine/blob/main/requirements.txt
streamlit_app.pyhttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine/blob/main/streamlit_app.py
streamlit_app.pyhttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine/blob/main/streamlit_app.py
READMEhttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#dataprep-workflow-engine
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#analyze--transform--export
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https://github.com/Pawan-19012006/DataPrep-Workflow-Engine/blob/main/images/dashboard.png
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#table-of-contents
Project Overviewhttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#project-overview
Problem Statementhttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#problem-statement
Workflow Pipelinehttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#workflow-pipeline
Key Featureshttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#key-features
Analysis Page Featureshttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#analysis-page-features
Transformation Page Featureshttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#transformation-page-features
System Architecturehttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#system-architecture
Tech Stackhttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#tech-stack
Engineering Concepts Implementedhttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#engineering-concepts-implemented
Future Improvementshttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#future-improvements
Conclusionhttps://github.com/Pawan-19012006/DataPrep-Workflow-Engine#conclusion
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#project-overview
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#problem-statement
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#workflow-pipeline
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine/blob/main/images/dataprep_workflow.png
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#key-features
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#i-stateful-sequential-transformation-pipeline
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#original_df
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#working_df
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#ii-multi-page-application-architecture
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#data-analysis-features
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine/blob/main/images/analysis-page.png
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#i-dataset-preview
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#ii-dataset-shape-metrics
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#iii-datatype-analysis
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#iv-null-value-analysis
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#v-duplicate-analysis
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#vi-unique-value-analysis
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#vii-outlier-analysis
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#viii-histogram-visualization
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#ix-correlation-heatmap
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#data-transformation-features
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine/blob/main/images/transformations-page.png
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#i-missing-value-handling
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#ii-duplicate-removal
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#iii-outlier-removal
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#iv-feature-scaling
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#v-feature-encoding
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#vi-transformation-history
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#vii-reset-pipeline
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#viii-export-system
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#system-architecture
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine/blob/main/images/dataprep_system_arch.png
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#tech-stack
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#engineering-concepts-implemented
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#future-improvements
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#conclusion
https://github.com/Pawan-19012006/DataPrep-Workflow-Engine#-if-you-found-this-project-interesting-feel-free-to-star-the-repository
dataprep-workflow-engine.streamlit.app/https://dataprep-workflow-engine.streamlit.app/
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