Correlation Result #111 — Analysis Report

Generated 2026-09-21 02:37:32 · 1 run · CAT-G Data Analyzer

Contents

correlation (#111) completed

1. Correlation 2026-09-21 02:15:35 · correlation

The strongest correlation is between LAT and LONG (r = 0.999, positive).

n_pairs_tested	496
n_significant_fdr_05	297
fdr_method	Benjamini-Hochberg
title	Correlation matrix

correlation heatmap

correlation clustered

Warnings

Excluded identifier-like numeric column(s): PLOT. These look like bookkeeping fields rather than measurements and were left out of the correlation matrix.

Method & Provenance

Method: Pearson correlation
Engine: Python · pandas/scipy 1.17.1
Input dataset: gallery — catg_example_06_soil_carbon_credits.csv
Started: 2026-09-21 02:15:35.224408
Permanent link: https://cat-g-omxpert.wishartlab.com/results/by-token/67a240894fb1422c9e923022c7c20417

Parameter	Value
method	pearson

Command history

# python
corr = df.corr(method='pearson')
# python
from scipy import stats
# python
r, p = stats.pearsonr(x, y)  # per pair
# python
q = statsmodels.stats.multitest.multipletests(p_values, method='fdr_bh')