metadata
license: afl-3.0
language:
- en
metrics:
- f1
- recall
library_name: sklearn
pipeline_tag: tabular-classification
tags:
- climate
- drought
- public water system
- vulnerability
Example Data
We have provided an example dataset in the data subdirectory of this repository. The dataset consists of 5 examples, each with 35 features and a target variable. To download the dataset, simply clone this repository and navigate to the data subdirectory:
The dataset can be loaded into your model using the following code:
import pandas as pd
df = pd.read_csv("data/example_data.txt", delimiter="\t")
X = df.drop("DroughtExperienced", axis=1)
y = df["DroughtExperienced"]