- CRA
- TypeScript
- Recharts.js
- Ant
- nostradamus
- data representations and charts in
DataGrid
component and sub-components - forecast module in
/src/utils/dataManagers/forecastManager.tsx
It contain components with different charts.
There are original data and utils to process it to get predictions and fit this data back into chart.
Its aim is to get input data: number[]
and return another number[]
with predictions.
It relies on Holt-Winters algorithm to calculate values.
It have 2 versions
- normal one, which can be called as
getPredictions( inputData: number[], config: ForecastConfig )
- specific for cases when we dont know config params, or dont have enough data to build more accurate predictions, which can be called as
uncertainPredictions = ( inputData: number[] )
. Example -DataMiss
component. This fn calculate possible period size and number of observations to predict based on available data.
You can find usage examples of both of them in the project.