workflow.json

{
  "id" : "o06hjqkdgyv0cut85i3f",
  "name" : "EmissionAI",
  "description" : "Workflow to extract, explore. visualize, preprocess, and train several models for predicting NO2 emissions of Coal-Fired Power Plants in the U.S. New test.",
  "owner" : "111111",
  "confidential" : "FALSE",
  "edges" : "[{\"source\":{\"title\":\"GetEmissionsData\",\"id\":\"aowlun-bvniT\",\"x\":199,\"y\":206,\"color\":\"green\"},\"target\":{\"title\":\"ExploreDataProperties\",\"id\":\"nj80ks-vx8IA\",\"x\":341,\"y\":165,\"color\":\"green\"}},{\"source\":{\"title\":\"ExploreDataProperties\",\"id\":\"nj80ks-vx8IA\",\"x\":341,\"y\":165,\"color\":\"green\"},\"target\":{\"title\":\"VisualizeFeatures\",\"id\":\"iihen4-VdOPW\",\"x\":478,\"y\":179,\"color\":\"green\"}},{\"source\":{\"title\":\"VisualizeFeatures\",\"id\":\"iihen4-VdOPW\",\"x\":478,\"y\":179,\"color\":\"green\"},\"target\":{\"title\":\"Data Preprocessing\",\"id\":\"ypwf9s-P3EGx\",\"x\":522,\"y\":301,\"color\":\"green\"}},{\"source\":{\"title\":\"Data Preprocessing\",\"id\":\"ypwf9s-P3EGx\",\"x\":522,\"y\":301,\"color\":\"green\"},\"target\":{\"title\":\"DeepLearning_NN\",\"id\":\"3d9c6b-bhhie\",\"x\":703,\"y\":187,\"color\":\"green\"}},{\"source\":{\"title\":\"Data Preprocessing\",\"id\":\"ypwf9s-P3EGx\",\"x\":522,\"y\":301,\"color\":\"green\"},\"target\":{\"title\":\"TrainModel_LSTM\",\"id\":\"w66uu5-JoFyW\",\"x\":713,\"y\":312,\"color\":\"green\"}},{\"source\":{\"title\":\"Data Preprocessing\",\"id\":\"ypwf9s-P3EGx\",\"x\":522,\"y\":301,\"color\":\"green\"},\"target\":{\"title\":\"SVR Model\",\"id\":\"g7gk7m-6y1OP\",\"x\":641,\"y\":425,\"color\":\"green\"}},{\"source\":{\"title\":\"Data Preprocessing\",\"id\":\"ypwf9s-P3EGx\",\"x\":522,\"y\":301,\"color\":\"green\"},\"target\":{\"title\":\"Random Forest Model\",\"id\":\"jl0rv8-3AJcy\",\"x\":526,\"y\":474,\"color\":\"green\"}}]",
  "nodes" : "[{\"title\":\"GetEmissionsData\",\"id\":\"aowlun-bvniT\",\"x\":199,\"y\":206,\"color\":\"green\"},{\"title\":\"ExploreDataProperties\",\"id\":\"nj80ks-vx8IA\",\"x\":341,\"y\":165,\"color\":\"green\"},{\"title\":\"VisualizeFeatures\",\"id\":\"iihen4-VdOPW\",\"x\":478,\"y\":179,\"color\":\"green\"},{\"title\":\"Data Preprocessing\",\"id\":\"ypwf9s-P3EGx\",\"x\":522,\"y\":301,\"color\":\"green\"},{\"title\":\"DeepLearning_NN\",\"id\":\"3d9c6b-bhhie\",\"x\":703,\"y\":187,\"color\":\"green\"},{\"title\":\"TrainModel_LSTM\",\"id\":\"w66uu5-JoFyW\",\"x\":713,\"y\":312,\"color\":\"green\"},{\"title\":\"SVR Model\",\"id\":\"g7gk7m-6y1OP\",\"x\":641,\"y\":425,\"color\":\"green\"},{\"title\":\"Random Forest Model\",\"id\":\"jl0rv8-3AJcy\",\"x\":526,\"y\":474,\"color\":\"green\"}]"
}