Large-Scale BIM Project Analysis

Large-Scale BIM Project Analysis

Business Case

Problem Statement

Construction companies lack industry benchmarks because:

• Individual project data is insufficient for statistical analysis
• Comparable project data is not available
• Manual analysis doesn't scale to thousands of projects

Solution

Analyze 5000+ IFC and Revit projects to extract patterns, create benchmarks, and train ML models for prediction.

Business Value

• Industry benchmarks - Compare your project to 5000+ others
• Pattern detection - Identify common designs and issues
• ML training data - Build predictive models with real data
• Research foundation - Academic and industry research dataset

Technical Implementation

Dataset Overview

Analysis Pipeline

import pandas as pd
import numpy as np
from pathlib import Path
from typing import Dict, List
import matplotlib.pyplot as plt
import seaborn as sns

class BIMProjectAnalyzer: