Natural fiber-recycled aggregate concrete compressive strength with web-based optimized UI

This dataset provides comprehensive data on the compressive and tensile strength of natural fiber-reinforced recycled aggregate concrete. It includes measurements from a range of samples prepared using different ratios of natural fibers and recycled aggregates. The dataset is intended to support research on sustainable building materials, specifically focusing on how the incorporation of natural fibers and recycled aggregates can enhance the mechanical properties of concrete.

Key Features:

Variables: Includes detailed columns for sample identifiers, mix ratios (natural fiber percentage, recycled aggregate percentage), curing time, and the corresponding compressive and tensile strength values.

Units: Compressive strength and tensile strength are measured in MPa.

Data Collection: Experimental data were obtained from published articles; available in peer reviewed journals mentioned in 'source' section.

Applications: Suitable for research in sustainable construction materials, concrete technology, and material science, as well as for those exploring the mechanical performance of eco-friendly building materials.

Potential Use Cases: This dataset can be used to analyze the impact of varying natural fiber and recycled aggregate content on concrete strength, develop predictive models for material performance, and support further innovation in sustainable construction practices.

Format: Excel file (.xlsx)

Keywords: Natural fiber, Recycled aggregate, Concrete, Compressive strength, Tensile strength, Sustainable construction, Eco-friendly materials

Run the app in powershell with following code:-
streamlit run app.py

Required libraries:-
numpy==1.21.4
pickle-mixin==1.0.2
streamlit==1.12.0
streamlit-option-menu==0.3.2
scikit-learn==1.0.1
protobuf==3.20.1
xgboost==1.6.1
lightgbm==3.3.2
catboost==1.0.6