Name: Disease Symptom Prediction
Creator: Kaggle
License: https://creativecommons.org/licenses/by-sa/4.0/

About this Dataset

Disease Symptom Prediction

Context

A dataset to provide the students a source to create a healthcare related system.
A project on the same using double Decision Tree Classifiication is available at : https://github.com/itachi9604/healthcare-chatbot

Get_dummies processed file will be available at https://www.kaggle.com/rabisingh/symptom-checker?select=Training.csv

Content

There are columns containing diseases, their symptoms , precautions to be taken, and their weights.
This dataset can be easily cleaned by using file handling in any language. The user only needs to understand how rows and coloumns are arranged.

The data in this CSV sheet is for reference and training purposes only, and actual data may vary.

Acknowledgements

I have created this dataset with help of a friend Pratik Rathod. As there was an existing dataset like this which was difficult to clean.

Tables

Dataset

@kaggle.itachi9604_disease_symptom_description_dataset.dataset

26.14 kB
4,920 rows
18 columns

CREATE TABLE dataset (
  "disease" VARCHAR,
  "symptom_1" VARCHAR,
  "symptom_2" VARCHAR,
  "symptom_3" VARCHAR,
  "symptom_4" VARCHAR,
  "symptom_5" VARCHAR,
  "symptom_6" VARCHAR,
  "symptom_7" VARCHAR,
  "symptom_8" VARCHAR,
  "symptom_9" VARCHAR,
  "symptom_10" VARCHAR,
  "symptom_11" VARCHAR,
  "symptom_12" VARCHAR,
  "symptom_13" VARCHAR,
  "symptom_14" VARCHAR,
  "symptom_15" VARCHAR,
  "symptom_16" VARCHAR,
  "symptom_17" VARCHAR
);

Symptom Description

@kaggle.itachi9604_disease_symptom_description_dataset.symptom_description

11.22 kB
41 rows
2 columns

CREATE TABLE symptom_description (
  "disease" VARCHAR,
  "description" VARCHAR
);

Symptom Precaution

@kaggle.itachi9604_disease_symptom_description_dataset.symptom_precaution

7.55 kB
41 rows
5 columns

CREATE TABLE symptom_precaution (
  "disease" VARCHAR,
  "precaution_1" VARCHAR,
  "precaution_2" VARCHAR,
  "precaution_3" VARCHAR,
  "precaution_4" VARCHAR
);

Symptom Severity

@kaggle.itachi9604_disease_symptom_description_dataset.symptom_severity

4.24 kB
133 rows
2 columns

CREATE TABLE symptom_severity (
  "symptom" VARCHAR,
  "weight" BIGINT
);