otvPlots: Over time variable plots for predictive modeling (otvPlots)

Description Details License See Also


The otvPlots package uses data.table and ggplot2 packages to efficiently plot time series aggregated from large datasets. Plots of numerical variables are optionally returned ordered by correlation with date – a natural starting point for anomaly detection. Plots are automatically labeled if a variable dictionary is provided.


Output files include:


Copyright 2017 Capital One Services, LLC 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.

See Also

Main function: vlm.

Selected supporting functions: PrepData, PrepLabels, OrderByR2.

otvPlots documentation built on May 1, 2019, 6:49 p.m.