denguedatasets – Examples¶

This page provides practical examples of using denguedatasets for data analysis and exploration.

Basic Examples¶

Example 1: Loading and Exploring a Dataset¶

Learn how to load a dataset and perform basic exploration.

import denguedatasets as dd

# Load the dengue cases of Colombia
den_col = dd.load_dataset("dengue_colombia")
# Display first few rows
print(den_col.head())
# Check dataset shape
print(f"\nDataset shape: {den_col.shape}")
# View column names
print(f"\nColumns: {list(den_col.columns)}")
# Get summary statistics
print("\nSummary statistics:")
print(den_col.describe())
# Check for missing values
print("\nMissing values:")
print(den_col.isnull().sum())

Example 2: Exploring dengue cases in Brazil¶

import denguedatasets as dd

den_brazil = dd.load_dataset("dengue_brazil")
print(den_brazil.head())
print(f"\nDataset shape: {den_brazil.shape}")
print(f"\nColumns: {list(den_brazil.columns)}")

Example 3: Listing all available datasets¶

import denguedatasets as dd

datasets = dd.list_datasets()
print(datasets)