Edwin Salguero commited on
Commit
b8de7e3
·
1 Parent(s): 4438f96

Remove all PNG files and exports directory to clean repository

Browse files
data/exports/comprehensive_analysis_report.txt DELETED
@@ -1,36 +0,0 @@
1
- ================================================================================
2
- FRED ML - COMPREHENSIVE ECONOMIC ANALYSIS REPORT
3
- ================================================================================
4
-
5
- Report Generated: 2025-07-16 21:18:16
6
- Analysis Period: 1990-03-31 to 2025-03-31
7
- Economic Indicators: GDPC1, INDPRO, RSAFS
8
- Total Observations: 141
9
-
10
- DATA QUALITY SUMMARY:
11
- ----------------------------------------
12
- missing_data:
13
- outliers:
14
- INDPRO: 8.5% outliers
15
-
16
- STATISTICAL MODELING SUMMARY:
17
- ----------------------------------------
18
- Regression Analysis:
19
-
20
- FORECASTING SUMMARY:
21
- ----------------------------------------
22
- GDPC1: Forecast generated
23
- INDPRO: Forecast generated
24
- RSAFS: Forecast generated
25
-
26
- KEY INSIGHTS:
27
- ----------------------------------------
28
- • Analysis covers 3 economic indicators from 1990-03 to 2025-03
29
- • Dataset contains 141 observations with 423 total data points
30
- • Generated 3 forecasting insights
31
- • Generated 2 segmentation insights
32
- • Generated 0 statistical insights
33
-
34
- ================================================================================
35
- END OF REPORT
36
- ================================================================================
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
data/exports/regression_summary.txt DELETED
@@ -1,28 +0,0 @@
1
- OLS Regression Results
2
- ==============================================================================
3
- Dep. Variable: GDP R-squared: 0.971
4
- Model: OLS Adj. R-squared: 0.970
5
- Method: Least Squares F-statistic: 839.9
6
- Date: Thu, 10 Jul 2025 Prob (F-statistic): 5.55e-76
7
- Time: 22:30:42 Log-Likelihood: -903.30
8
- No. Observations: 105 AIC: 1817.
9
- Df Residuals: 100 BIC: 1830.
10
- Df Model: 4
11
- Covariance Type: nonrobust
12
- ==============================================================================
13
- coef std err t P>|t| [0.025 0.975]
14
- ------------------------------------------------------------------------------
15
- const -328.8855 630.799 -0.521 0.603 -1580.374 922.603
16
- UNRATE -21.7142 79.789 -0.272 0.786 -180.013 136.584
17
- CPIAUCSL 85.7935 2.036 42.144 0.000 81.755 89.832
18
- FEDFUNDS 492.3433 92.591 5.317 0.000 308.646 676.041
19
- DGS10 -883.8622 122.881 -7.193 0.000 -1127.655 -640.070
20
- ==============================================================================
21
- Omnibus: 12.409 Durbin-Watson: 2.138
22
- Prob(Omnibus): 0.002 Jarque-Bera (JB): 13.297
23
- Skew: 0.746 Prob(JB): 0.00130
24
- Kurtosis: 3.902 Cond. No. 812.
25
- ==============================================================================
26
-
27
- Notes:
28
- [1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
data/exports/visualizations/metadata_20250711_203710.json DELETED
@@ -1,13 +0,0 @@
1
- {
2
- "analysis_type": "comprehensive",
3
- "timestamp": "2025-07-11T20:37:10.701849",
4
- "charts_generated": [
5
- "time_series",
6
- "correlation",
7
- "distributions",
8
- "pca",
9
- "clustering",
10
- "forecast"
11
- ],
12
- "output_dir": "data/exports/visualizations"
13
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
data/exports/visualizations/metadata_20250711_212822.json DELETED
@@ -1,13 +0,0 @@
1
- {
2
- "analysis_type": "comprehensive",
3
- "timestamp": "2025-07-11T21:28:22.319221",
4
- "charts_generated": [
5
- "time_series",
6
- "correlation",
7
- "distributions",
8
- "pca",
9
- "clustering",
10
- "forecast"
11
- ],
12
- "output_dir": "/Users/edwin/Desktop/Business/Technological/FRED_ML/data/exports/visualizations"
13
- }