Abacus.AI - EdaForecastingAnalysis

Overview Use Cases Connectors Authentication Getting Started with the Python SDK API Reference API Classes AbacusApi Address Agent AgentChatMessage AgentConversation AgentDataDocumentInfo AgentDataExecutionResult AgentVersion AiBuildingTask Algorithm Annotation AnnotationConfig AnnotationDocument AnnotationEntry AnnotationsStatus ApiEndpoint ApiKey AppUserGroup ApplicationConnector BatchPrediction BatchPredictionVersion BatchPredictionVersionLogs BotInfo CategoricalRangeViolation ChatMessage ChatSession ChatllmReferralInvite CodeAutocompleteResponse NlpChatResponse CodeEditResponse CodeSource ComputePointInfo ConcatenationConfig CustomChatInstructions CustomLossFunction CustomMetric CustomMetricVersion CustomTrainFunctionInfo DataConsistencyDuplication DataMetrics DataPrepLogs DataQualityResults DataUploadResult DatabaseColumnFeatureMapping DatabaseConnector DatabaseConnectorColumn DatabaseConnectorSchema Dataset DatasetColumn DatasetVersion DatasetVersionLogs Deployment DeploymentAuthToken DeploymentConversation DeploymentConversationEvent DeploymentConversationExport DeploymentStatistics DocumentData DocumentRetriever DocumentRetrieverConfig DocumentRetrieverLookupResult DocumentRetrieverVersion DriftDistribution DriftDistributions Eda EdaChartDescription EdaCollinearity EdaDataConsistency EdaFeatureAssociation EdaFeatureCollinearity EdaForecastingAnalysis EdaVersion EmbeddingFeatureDriftDistribution ExecuteFeatureGroupOperation ExternalApplication ExternalInvite ExtractedFields Feature FeatureDistribution FeatureDriftRecord FeatureDriftSummary FeatureGroup FeatureGroupDocument FeatureGroupExport FeatureGroupExportConfig FeatureGroupRefreshExportConfig FeatureGroupExportDownloadUrl IndexingConfig FeatureGroupLineage FeatureGroupRow FeatureGroupRowProcess FeatureGroupRowProcessLogs FeatureGroupRowProcessSummary FeatureGroupTemplate FeatureGroupTemplateVariableOptions FeatureGroupVersion FeatureGroupVersionLogs FeatureImportance FeatureMapping FeaturePerformanceAnalysis FeatureRecord Schema FileConnector FileConnectorInstructions FileConnectorVerification FinetunedPretrainedModel ForecastingAnalysisGraphData ForecastingMonitorItemAnalysis ForecastingMonitorSummary FunctionLogs GeneratedPitFeatureConfigOption GraphDashboard HoldoutAnalysis HoldoutAnalysisVersion HostedModelToken ImageGenSettings InferredDatabaseColumnToFeatureMappings InferredFeatureMappings ItemStatistics LlmApp LlmCodeBlock LlmExecutionPreview LlmExecutionResult LlmGeneratedCode LlmInput LlmParameters LlmResponse MemoryOptions CpuGpuMemorySpecs MessagingConnectorResponse Model ModelArtifactsExport ModelBlueprintExport ModelBlueprintStage ModelLocation ModelMetrics ModelMonitor ModelMonitorOrgSummary ModelMonitorSummary ModelMonitorSummaryFromOrg ModelMonitorVersion ModelMonitorVersionMetricData ModelTrainingTypeForDeployment ModelUpload ModelVersion ModelVersionFeatureGroupSchema ModificationLockInfo Module MonitorAlert MonitorAlertVersion MonitorDriftAndDistributions NaturalLanguageExplanation NestedFeature NestedFeatureSchema NewsSearchResult NotebookCompletion NotebookTemplate NullViolation OrganizationExternalApplicationSettings OrganizationGroup OrganizationSearchResult OrganizationSecret PageData Pipeline PipelineReference PipelineStep PipelineStepVersion PipelineStepVersionReference PipelineVersion PipelineVersionLogs PlaygroundText PointInTimeFeature PointInTimeFeatureInfo PointInTimeGroup PointInTimeGroupFeature PredictionDataset PredictionFeatureGroup PredictionInput PredictionLogRecord PredictionOperator PredictionOperatorVersion ProblemType Project ProjectConfig ProjectFeatureGroup ProjectFeatureGroupSchema ProjectValidation PythonFunction PythonPlotFunction RangeViolation RealtimeMonitor RefreshPipelineRun RefreshPolicy RefreshSchedule RegenerateLlmExternalApplication ResolvedFeatureGroupTemplate RoutingAction ProjectFeatureGroupSchemaVersion PipelineStepVersionLogs StreamingAuthToken StreamingConnector StreamingRowCount StreamingSampleCode TemplateNodeDetails TestPointPredictions ToneDetails TrainingConfigOptions TwitterSearchResult Upload UploadPart UseCase UseCaseRequirements User UserException VideoGenSettings VideoSearchResult WebSearchResponse WebSearchResult Webhook WorkflowNodeTemplate API Inputs Documentation Chat Bot API Search Video Tutorials ChatLLM

KEY	TYPE	Description
primaryKeys	list	Name of the primary keys in the data
forecastingTargetFeature	str	Feature in the data that represents the target.
timestampFeature	str	Feature in the data that represents the timestamp column.
forecastFrequency	str	Frequency of data, could be hourly, daily, weekly, monthly, quarterly or yearly.
salesAcrossTime	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across time
cummulativeContribution	ForecastingAnalysisGraphData	Data showing what percent of items contribute to what amount of sales.
missingValueDistribution	ForecastingAnalysisGraphData	Data showing missing or null value distribution
historyLength	ForecastingAnalysisGraphData	Data showing length of history distribution
numRowsHistogram	ForecastingAnalysisGraphData	Data showing number of rows for an item distribution
productMaturity	ForecastingAnalysisGraphData	Data showing length of how long a product has been alive with average, p10, p90 and median
seasonalityYear	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across grouped years
seasonalityMonth	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across grouped months
seasonalityWeekOfYear	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across week of year seasonality
seasonalityDayOfYear	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across day of year seasonality
seasonalityDayOfMonth	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across day of month seasonality
seasonalityDayOfWeek	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across day of week seasonality
seasonalityQuarter	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across grouped quarters
seasonalityHour	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across grouped hours
seasonalityMinute	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across grouped minutes
seasonalitySecond	ForecastingAnalysisGraphData	Data showing average, p10, p90, median sales across grouped seconds
autocorrelation	ForecastingAnalysisGraphData	Data showing the correlation of the forecasting target and its lagged values at different time lags.
partialAutocorrelation	ForecastingAnalysisGraphData	Data showing the correlation of the forecasting target and its lagged values, controlling for the effects of intervening lags.