searchAnalyzeR0.1.0 package

Export Utilities for Search Analysis Results

Export to BibTeX Format

Export to CSV Format

Export to EndNote Format

Export to RIS Format

Export to Excel Format with Multiple Sheets

Export Validation Results to CSV

Export Validation Results to JSON

Export Validation Results to Excel

Export Validation Results

Extract Screening Data Structure

Find Top Performing Terms

Format Numbers for Display

Generate Reproducible Random Seed

Extract Package Version Information

Check if Object is Empty

Clean up Search Analysis Objects to Free Memory

Monitor Memory Usage During Function Execution

Get Current Memory Usage

Merge Search Results from Multiple Sources

Meta-Analysis of Benchmark Results

Memory-Efficient Data Frame

Create Database Performance Comparison

Create Keyword Effectiveness Analysis Plot

Visualization Functions for Search Strategy Analysis

Create Precision-Recall Curve

Create Sensitivity Analysis Heatmap

Create Temporal Coverage Plot

Plot Term Effectiveness Results

Print Method for Term Comparison

Print Method for term_effectiveness Objects

PRISMA-Compliant Report Generator

PubMed Database Connector

Rename Columns Based on Mapping

Search Reproducibility Manager

Benchmark Suite Execution

Safe Division Function

Convert List to Data Frame Safely

Search Multiple Databases

Search PubMed and Retrieve Articles

Search Strategy Analytics Engine

Generate Simulated PubMed Results

Simulate Search Strategy Execution

Standardize Date Formats

Standardize Cochrane Results

Standardize Embase Results

Standardize Generic Results

Standardize PubMed Results

Standardize Scopus Results

Standardize Search Results Format

Standardize Web of Science Results

Stream Process Large Files

Analyze Term Effectiveness in Search Results

Validate Date Range

Validate Search Strategy Object

Create a Temporary Analysis Environment

Auto-detect Column Mappings

Benchmark Validation System

Bootstrap Comparison of Search Strategies

Manage Search Results Cache

Calculate Confidence Intervals

Calculate Cosine Similarity

Calculate Coverage Metrics Across Databases

Calculate Search Efficiency Metrics

Calculate Jaccard Similarity

Calculate Precision and Recall Metrics

Power Analysis for Search Strategy Evaluation

Calculate Search Result Statistics

Calculate Strategy Comparison Metrics

Calculate Temporal Coverage Metrics

Calculate Term Effectiveness Score

Calculate Text Similarity

Utility Functions for searchAnalyzeR Package

Process Large Dataset in Chunks

Clean Column Names

Clean Text Fields

Benchmark Testing Framework for Search Strategies

Compare Terms Across Strategies

Complete Search and Analysis Workflow

Create Analysis Template Script

Create Data Dictionary

Create Data Package for Sharing

Create Package Manifest

Create Package README

Create PRISMA Flow Diagram with Proper Spacing and Text Enclosure

Create Progress Bar for Long Operations

Create Default Search Strategy Template

Create Summary Statistics Table

Cross-Validation Framework for Search Strategies

Detect DOI-based Duplicates

Detect and Remove Duplicate Records

Detect Exact Duplicates

Detect Fuzzy Duplicates

Export Metrics to CSV

Export Metrics to JSON

Export Metrics to Excel

Export Analysis Metrics