Skip to content

Latest commit

 

History

History
63 lines (51 loc) · 2.17 KB

README.md

File metadata and controls

63 lines (51 loc) · 2.17 KB

Example Health Analytics Data Service

About

This part of Example Health Analytics is responsible for using APIs to:

  • Act as a data pipeline between the data warehouse (either from a data source or generated Synthea data) and the MongoDB data lake
  • Retrieve data from MongoDB data lake to be used for analytical analysis

Datalake

The data lake is a MongoDB database that updates and overwrites itself from data passed through the data pipeline from the data warehouse.

Structure

{
    "_id": ObjectID,
    "population": Integer,
    "allergies": [String],
    "cities": [{
        "city": String,
        "state": String,
        "population": Integer,
        "allergies": [{
            "allergy": String,
            "type": String,
            "developed": [Integer],
            "outgrown": [Integer]
        }]
    }] 
}
  • _id: ObjectID for the document in the database
  • population: Total population for all cities in the database
  • allergies: A list of all allergies present in the database
  • cities: A list of cities where each city includes:
    • city: The name of a city
    • state: The name of a state a city is in
    • population: Population for a city
    • allergies: A list of allergies for a city that includes:
      • allergy: The name of the allergy
      • type: The name of the type of allergy
      • developed: A list of ages of people in a city that have developed an allergy
      • outgrown: A list of ages of people in a city that have outgrown an allergy

License

Copyright 2019 IBM Corp. All Rights Reserved.

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

   http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.