Vizly: AI-powered data analysis

Try for yourself

Analysis of Soil Data Sheets for Kumbuli and Gwalaga-mayaki Villages

Compare particle size distribution between villages

The Excel file contains three sheets, each with different data relevant to the soil analysis of Kumbuli and Gwalaga-mayaki villages:
  • Sheet1: Contains data on particle size distribution (Sand, Silt, Clay), textural class, bulk density, and porosity for different sample points in the villages.
  • Sheet3: Focuses on extractable micronutrients (Zn, Cu, Fe, Mn) in soils at the sample points.
  • Sheet2: Provides chemical properties of soils (pH, Organic Carbon, Total Nitrogen, and others) at the sample points.
To compare the particle size distribution between the villages, we will focus on the data presented in Sheet1.

Compare particle size distribution percentages in Kumbuli and Gwalaga-mayaki villages.

It seems there was an error in extracting the correct columns for the particle size distribution (Sand, Silt, Clay) due to incorrect column references. Let's correct this and try again.
We encountered difficulties in extracting and comparing the particle size distribution data due to mismatches in column names and references. To proceed correctly, we need to reassess the data structure and ensure accurate column references for the particle size distribution metrics (Sand, Silt, Clay).

Check and correct the column references for particle size distribution

We're facing issues with accurately identifying and referencing the correct columns for particle size distribution (Sand, Silt, Clay). The data might not be correctly aligned or labeled in the provided DataFrame, leading to challenges in extracting the necessary information. A detailed review of the DataFrame's structure and content is required to resolve this.

Visualize this for me

Vizly

AI-powered data analysis

Try for yourself