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config.json
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config.json
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{
"config_report":{
"name_report": "dataset-stock-prices",
"name_data_pkl": "stock_prices.pkl",
"target": "VOO",
"list_features": ["CMPC.SN", "CHILE.SN", "COPEC.SN", "ANDINA-B.SN", "MSFT", "AAPL", "GOOG", "TSLA","QQQ"],
"number_columns": 2
},
"reports_to_show":{
"ydata_profiling": true,
"univariate_analysis": true,
"bivariate_analysis": true,
"segmentation_analysis": true,
"categotical_analysis":true
},
"ydata_profiling":{
"minimal":true
},
"univariate_analysis":{
"zoom_tendency":{
"start_date": "2022-01-01",
"end_date": "2024-01-01"
},
"smooth_data":{
"moving_average":{
"window": 5
},
"weighted_moving_average":{
"weights":[0.05, 0.10, 0.15, 0.3, 0.4]
},
"exponential_moving_average":{
"alpha": 0.1
}
},
"acf_pacf":{
"lags": 30
}
},
"bivariate_analysis":{
"correlations":{
"threshold_corr_all_features": null,
"threshold_corr_target": 0.01
},
"scatter_plot":{
"individual_scatter":{
"marginal": true
}
},
"correlations_features_lagged_target":{
"lags":30
},
"parallel":{
"list_features":["CHILE.SN", "MSFT", "AAPL", "GOOG"]
}
},
"segmentation_analysis":{
"segments":[
{"type":"custom", "var_segment": "VOO", "interval_segment": [300, 360, 400, 420], "labels_segment": ["S&P500 low price", "S&P500 medium price", "S&P500 high price"]}
],
"correlations":{
"threshold_corr_all_features": null,
"threshold_corr_target": 0.01
},
"scatter_plot":{
"individual_scatter":{
"marginal": true
}
},
"parallel_target_discrete":{
"show":true,
"list_features":["CHILE.SN", "MSFT", "AAPL", "GOOG"]
}
},
"categorical_analysis":{
"percentile_transform":{
"categories_features":{
"features":["CMPC.SN", "CHILE.SN", "COPEC.SN", "ANDINA-B.SN", "MSFT", "AAPL", "GOOG", "TSLA","QQQ"],
"percentile":["quartile", "quartile", "quartile", "quartile", "quartile", "quartile", "quartile", "quartile", "quartile"]
},
"categories_target":{
"target":["VOO"],
"percentile":["quartile"]
}
},
"crosstab_freq_pair_features":{
"freq_normalized": true
},
"crosstab_freq_target_feature":{
"freq_normalized": true
},
"heatmap_multiple_features_vs_target_continuous":{
"aggregation_target": ["mean", "std"]
},
"parallel":{
"list_features":["CHILE.SN", "MSFT", "AAPL", "GOOG"]
}
}
}