@extends('patent::layouts.master') @section('title', 'Transaction Analysis Report') @section('content')

Transaction Analysis Report

Filters

Clear Filters
Average Amount

${{ number_format($analysis['average_amount'], 2) }}

Mean transaction value

Median Amount

${{ number_format($analysis['median_amount'], 2) }}

Middle value

Standard Deviation

${{ number_format($analysis['standard_deviation'], 2) }}

Data spread

Coefficient of Variation

{{ number_format($analysis['coefficient_of_variation'], 2) }}

Relative variability

Distribution Statistics

Skewness

{{ number_format($analysis['skewness'], 3) }}

{{ $analysis['skewness'] > 0 ? 'Right-skewed' : ($analysis['skewness'] < 0 ? 'Left-skewed' : 'Symmetric') }}

Kurtosis

{{ number_format($analysis['kurtosis'], 3) }}

{{ $analysis['kurtosis'] > 0 ? 'Heavy-tailed' : ($analysis['kurtosis'] < 0 ? 'Light-tailed' : 'Normal') }}


Q1

${{ number_format($analysis['quartiles']['q1'], 2) }}

Q2 (Median)

${{ number_format($analysis['quartiles']['q2'], 2) }}

Q3

${{ number_format($analysis['quartiles']['q3'], 2) }}

Outliers Detection

{{ $analysis['outliers']->count() }}

Outliers Detected

@if($analysis['outliers']->count() > 0)
Outlier Values:
@foreach($analysis['outliers']->take(5) as $outlier)
${{ number_format($outlier, 2) }}
@endforeach
@if($analysis['outliers']->count() > 5) ... and {{ $analysis['outliers']->count() - 5 }} more @endif
@endif

Transaction Trends

Growth Rate

{{ number_format($trends['growth_rate'], 2) }}%

Trend Direction

{{ ucfirst($trends['trend_direction']) }}

Seasonality Analysis

Transaction Patterns

Pattern Type Status Details
Day of Week Analyzed Peak activity patterns
Hour Pattern Analyzed Time-based distribution
Month Pattern Analyzed Seasonal variations
Payment Method Analyzed Method preferences

Correlation Analysis

Variables Correlation Strength
Amount vs Time {{ number_format($correlations['amount_vs_time'], 3) }} {{ abs($correlations['amount_vs_time']) > 0.7 ? 'Strong' : (abs($correlations['amount_vs_time']) > 0.3 ? 'Moderate' : 'Weak') }}
Amount vs Country N/A Analyzed
Amount vs Type N/A Analyzed
Status vs Amount N/A Analyzed
@endsection @push('scripts') @endpush @push('styles') @endpush