#3 Run additional regression with subset years greater or equal to 1960

ShiqiYang2022 · Jul 19, 2023 · 4b35c3f · 4b35c3f
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diff --git a/analysis/code/analyze_data.py b/analysis/code/analyze_data.py
@@ -11,6 +11,15 @@ def main():
     with open('output/regression.csv', 'w') as f:
         f.write('<tab:regression>' + '\n')
         formatted.to_csv(f, sep = '\t', index = False, header = False)
+
+    # Run the regression on subset of years greater or equal to 1960
+    df_ge1960 = df[df['year'] >= 1960].copy()
+    fit_ge1960 = run_regression(df_ge1960)
+    formatted_ge1960 = format_model(fit_ge1960)
+
+    with open('output/regression_ge1960.csv', 'w') as f:
+        f.write('<tab:regression_ge1960>' + '\n')
+        formatted_ge1960.to_csv(f, sep = '\t', index = False, header = False)
 
 def import_data():
     df = pd.read_csv('input/data_cleaned.csv')

diff --git a/analysis/log/make.log b/analysis/log/make.log
@@ -1,5 +1,5 @@
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-Makelog started: 2023-07-18 13:47:56
+Makelog started: 2023-07-18 17:26:32
 Working directory: /Users/shiqiyang/Documents/github_folders/replication_download/template/analysis
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 Input links successfully created!
@@ -8,11 +8,14 @@ Source logs successfully written!
 Version logs successfully written!
 Executing command: `python  "/Users/shiqiyang/Documents/github_folders/replication_download/template/analysis/code/analyze_data.py" `
 /usr/local/Caskroom/miniconda/base/envs/template/lib/python3.11/site-packages/linearmodels/panel/model.py:1214: MissingValueWarning: 
+Inputs contain missing values. Dropping rows with missing observations.
+  super().__init__(dependent, exog, weights=weights, check_rank=check_rank)
+/usr/local/Caskroom/miniconda/base/envs/template/lib/python3.11/site-packages/linearmodels/panel/model.py:1214: MissingValueWarning: 
 Inputs contain missing values. Dropping rows with missing observations.
   super().__init__(dependent, exog, weights=weights, check_rank=check_rank)
 
 Output logs successfully written!
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-Makelog ended: 2023-07-18 13:48:04
+Makelog ended: 2023-07-18 17:26:38
 Working directory: /Users/shiqiyang/Documents/github_folders/replication_download/template/analysis
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diff --git a/analysis/log/output_stats.log b/analysis/log/output_stats.log
@@ -1,2 +1,3 @@
 file name | last modified | file size
-/Users/shiqiyang/Documents/github_folders/replication_download/template/analysis/output/regression.csv | 2023-07-18 20:48:04 | 58
+/Users/shiqiyang/Documents/github_folders/replication_download/template/analysis/output/regression_ge1960.csv | 2023-07-19 00:26:38 | 64
+/Users/shiqiyang/Documents/github_folders/replication_download/template/analysis/output/regression.csv | 2023-07-19 00:26:38 | 58
diff --git a/analysis/log/source_stats.log b/analysis/log/source_stats.log
diff --git a/analysis/log/versions.log b/analysis/log/versions.log
@@ -1,5 +1,5 @@
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-Versions log started: 2023-07-18 13:47:58
+Versions log started: 2023-07-18 17:26:34
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 # packages in environment at /usr/local/Caskroom/miniconda/base/envs/template:
 #

diff --git a/analysis/output/regression_ge1960.csv b/analysis/output/regression_ge1960.csv
@@ -0,0 +1,2 @@
+<tab:regression_ge1960>
+5037.693913328167	9.597032137833713	0.0
diff --git a/data/log/make.log b/data/log/make.log
@@ -1,5 +1,5 @@
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-Makelog started: 2023-07-18 13:47:47
+Makelog started: 2023-07-18 17:26:26
 Working directory: /Users/shiqiyang/Documents/github_folders/replication_download/template/data
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 Input links successfully created!
@@ -19,6 +19,6 @@ WARNING! Certain files tracked by git exceed the config size limit (0.5 MB). See
 /Users/shiqiyang/Documents/github_folders/replication_download/template/data/output/data_merged.csv
 /Users/shiqiyang/Documents/github_folders/replication_download/template/data/output/data_cleaned.csv
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-Makelog ended: 2023-07-18 13:47:55
+Makelog ended: 2023-07-18 17:26:31
 Working directory: /Users/shiqiyang/Documents/github_folders/replication_download/template/data
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diff --git a/data/log/output_stats.log b/data/log/output_stats.log
@@ -1,4 +1,4 @@
 file name | last modified | file size
-/Users/shiqiyang/Documents/github_folders/replication_download/template/data/output/chips_sold.pdf | 2023-07-18 20:47:55 | 6708
-/Users/shiqiyang/Documents/github_folders/replication_download/template/data/output/data_cleaned.csv | 2023-07-18 20:47:55 | 10260923
-/Users/shiqiyang/Documents/github_folders/replication_download/template/data/output/data_merged.csv | 2023-07-18 20:47:53 | 10290907
+/Users/shiqiyang/Documents/github_folders/replication_download/template/data/output/data_merged.csv | 2023-07-19 00:26:29 | 10290907
+/Users/shiqiyang/Documents/github_folders/replication_download/template/data/output/data_cleaned.csv | 2023-07-19 00:26:31 | 10260923
+/Users/shiqiyang/Documents/github_folders/replication_download/template/data/output/chips_sold.pdf | 2023-07-19 00:26:31 | 6708