Reorganize data.

Remove YMDBXXX_transposed and change allConcData.xlsx to csv format.
SysBioChalmers · Apr 24, 2024 · ed2f0b6 · ed2f0b6
1 parent 8eeea35
commit ed2f0b6
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Showing 16,044 changed files with 16 additions and 30 deletions.
diff --git a/add_conc/code/get_YMDB_data.py b/add_conc/code/get_YMDB_data.py
@@ -38,8 +38,8 @@ def extract_data(i):
     df_transposed.columns = ['Key', 'Content']
 
     # Save the transposed DataFrame to a new Excel file
-    transposed_excel_path = f'../data/YMDB/{cmp}_transposed.xlsx'
-    df_transposed.to_excel(transposed_excel_path, index=False, header=True)
+    transposed_excel_path = f'../data/YMDB/{cmp}_transposed.csv'
+    df_transposed.to_csv(transposed_excel_path, index=False, header=True)
     print(f'Transposed data saved to {transposed_excel_path}')
     time.sleep(5)
 

diff --git a/add_conc/code/organise_data.py b/add_conc/code/organise_data.py
@@ -1,7 +1,7 @@
 ####################################################################
 # get concentration
 # The concentration range is calculated according to the following logic
-# For example: In YMDB, three conc is recorded for glutamine ('17140.0 ± 1971.0 umol/L', '2500.0 ± 500.0 umol/L', '15000.0 ± 0.0 umol/L')
+# For example: In YMDB, three conc are recorded for glutamine ('17140.0 ± 1971.0 umol/L', '2500.0 ± 500.0 umol/L', '15000.0 ± 0.0 umol/L')
 # maximal conc: The maximum concentration plus the corresponding error. In this case, is "17140.0 + 1971.0 umol/L"
 # minimal conc: The minimum concentration minus the corresponding error. In this case, is "2500.0 - 500.0 umol/L"
 
@@ -46,8 +46,8 @@ def get_conc(rawconc):
     print(fn)
 # data.to_csv(r'../data/allConcData.csv')
 
-# compute maximal conc and minimal conc
-conc = pd.DataFrame(index=['conc', 'maxConc', 'minConc'], columns=data.columns)
+# compute maximal conc, minimal conc and mean conc
+conc = pd.DataFrame(index=['conc', 'maxConc', 'minConc', 'meanConc'], columns=data.columns)
 for i in range(len(data.columns)):
     print(i)
     rawconc = data.iloc[44, i]
@@ -56,33 +56,11 @@ def get_conc(rawconc):
         conc.loc['conc', data.columns[i]] = all_conc
         conc.loc['maxConc', data.columns[i]] = np.max(maxmin)
         conc.loc['minConc', data.columns[i]] = np.min(maxmin)
+        conc.loc['meanConc', data.columns[i]] = np.mean(maxmin)
     else:
         pass
 
 data = pd.concat([data, conc], axis=0)
-newdata = data.loc[['name', 'chebi_id', 'kegg_id', 'conc', 'maxConc', 'minConc']]
+newdata = data.loc[['name', 'chebi_id', 'kegg_id', 'conc', 'maxConc', 'minConc', 'meanConc']]
 cleaned_data = newdata.dropna(axis=1, subset=['conc'])
-cleaned_data.to_excel('../data/allConcData.xlsx')
-# # test unit
-#
-# def check_unit(rawconc):
-#     concSplit = rawconc.split('}, ')
-#     unit = []
-#     try:
-#         for c in concSplit:
-#             regex = r'\'([^\']*)\''
-#             result = re.findall(regex, c)
-#             unit.append(result[5])
-#     except:
-#         pass
-#     return unit
-#
-# all_unit= []
-# for i in range(len(data.columns)):
-#     rawconc = data.iloc[44, i]
-#     unit = check_unit(rawconc)
-#     for u in unit:
-#         if u not in all_unit:
-#             all_unit.append(u)
-#             print(data.columns[i])
-#             print(u)
+cleaned_data.to_csv('../data/allConcData.csv')
diff --git a/add_conc/data/YMDB/YMDB00001_transposed.xlsx b/add_conc/data/YMDB/YMDB00001_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00002_transposed.xlsx b/add_conc/data/YMDB/YMDB00002_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00003_transposed.xlsx b/add_conc/data/YMDB/YMDB00003_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00004_transposed.xlsx b/add_conc/data/YMDB/YMDB00004_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00005_transposed.xlsx b/add_conc/data/YMDB/YMDB00005_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00006_transposed.xlsx b/add_conc/data/YMDB/YMDB00006_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00007_transposed.xlsx b/add_conc/data/YMDB/YMDB00007_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00008_transposed.xlsx b/add_conc/data/YMDB/YMDB00008_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00009_transposed.xlsx b/add_conc/data/YMDB/YMDB00009_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00010_transposed.xlsx b/add_conc/data/YMDB/YMDB00010_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00011_transposed.xlsx b/add_conc/data/YMDB/YMDB00011_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00012_transposed.xlsx b/add_conc/data/YMDB/YMDB00012_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00013_transposed.xlsx b/add_conc/data/YMDB/YMDB00013_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00014_transposed.xlsx b/add_conc/data/YMDB/YMDB00014_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00015_transposed.xlsx b/add_conc/data/YMDB/YMDB00015_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00016_transposed.xlsx b/add_conc/data/YMDB/YMDB00016_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00017_transposed.xlsx b/add_conc/data/YMDB/YMDB00017_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00018_transposed.xlsx b/add_conc/data/YMDB/YMDB00018_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00019_transposed.xlsx b/add_conc/data/YMDB/YMDB00019_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00020_transposed.xlsx b/add_conc/data/YMDB/YMDB00020_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00021_transposed.xlsx b/add_conc/data/YMDB/YMDB00021_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00022_transposed.xlsx b/add_conc/data/YMDB/YMDB00022_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00023_transposed.xlsx b/add_conc/data/YMDB/YMDB00023_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00024_transposed.xlsx b/add_conc/data/YMDB/YMDB00024_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00025_transposed.xlsx b/add_conc/data/YMDB/YMDB00025_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00026_transposed.xlsx b/add_conc/data/YMDB/YMDB00026_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00027_transposed.xlsx b/add_conc/data/YMDB/YMDB00027_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00028_transposed.xlsx b/add_conc/data/YMDB/YMDB00028_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00029_transposed.xlsx b/add_conc/data/YMDB/YMDB00029_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00030_transposed.xlsx b/add_conc/data/YMDB/YMDB00030_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00031_transposed.xlsx b/add_conc/data/YMDB/YMDB00031_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00032_transposed.xlsx b/add_conc/data/YMDB/YMDB00032_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00033_transposed.xlsx b/add_conc/data/YMDB/YMDB00033_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00034_transposed.xlsx b/add_conc/data/YMDB/YMDB00034_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00035_transposed.xlsx b/add_conc/data/YMDB/YMDB00035_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00036_transposed.xlsx b/add_conc/data/YMDB/YMDB00036_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00037_transposed.xlsx b/add_conc/data/YMDB/YMDB00037_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00038_transposed.xlsx b/add_conc/data/YMDB/YMDB00038_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00039_transposed.xlsx b/add_conc/data/YMDB/YMDB00039_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00040_transposed.xlsx b/add_conc/data/YMDB/YMDB00040_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00041_transposed.xlsx b/add_conc/data/YMDB/YMDB00041_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00042_transposed.xlsx b/add_conc/data/YMDB/YMDB00042_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00043_transposed.xlsx b/add_conc/data/YMDB/YMDB00043_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00044_transposed.xlsx b/add_conc/data/YMDB/YMDB00044_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00045_transposed.xlsx b/add_conc/data/YMDB/YMDB00045_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00046_transposed.xlsx b/add_conc/data/YMDB/YMDB00046_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00047_transposed.xlsx b/add_conc/data/YMDB/YMDB00047_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00048_transposed.xlsx b/add_conc/data/YMDB/YMDB00048_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00049_transposed.xlsx b/add_conc/data/YMDB/YMDB00049_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00050_transposed.xlsx b/add_conc/data/YMDB/YMDB00050_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00051_transposed.xlsx b/add_conc/data/YMDB/YMDB00051_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00052_transposed.xlsx b/add_conc/data/YMDB/YMDB00052_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00053_transposed.xlsx b/add_conc/data/YMDB/YMDB00053_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00054_transposed.xlsx b/add_conc/data/YMDB/YMDB00054_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00055_transposed.xlsx b/add_conc/data/YMDB/YMDB00055_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00056_transposed.xlsx b/add_conc/data/YMDB/YMDB00056_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00057_transposed.xlsx b/add_conc/data/YMDB/YMDB00057_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00058_transposed.xlsx b/add_conc/data/YMDB/YMDB00058_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00059_transposed.xlsx b/add_conc/data/YMDB/YMDB00059_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00060_transposed.xlsx b/add_conc/data/YMDB/YMDB00060_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00061_transposed.xlsx b/add_conc/data/YMDB/YMDB00061_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00062_transposed.xlsx b/add_conc/data/YMDB/YMDB00062_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00063_transposed.xlsx b/add_conc/data/YMDB/YMDB00063_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00064_transposed.xlsx b/add_conc/data/YMDB/YMDB00064_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00065_transposed.xlsx b/add_conc/data/YMDB/YMDB00065_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00066_transposed.xlsx b/add_conc/data/YMDB/YMDB00066_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00067_transposed.xlsx b/add_conc/data/YMDB/YMDB00067_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00068_transposed.xlsx b/add_conc/data/YMDB/YMDB00068_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00069_transposed.xlsx b/add_conc/data/YMDB/YMDB00069_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00070_transposed.xlsx b/add_conc/data/YMDB/YMDB00070_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00071_transposed.xlsx b/add_conc/data/YMDB/YMDB00071_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00072_transposed.xlsx b/add_conc/data/YMDB/YMDB00072_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00073_transposed.xlsx b/add_conc/data/YMDB/YMDB00073_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00074_transposed.xlsx b/add_conc/data/YMDB/YMDB00074_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00075_transposed.xlsx b/add_conc/data/YMDB/YMDB00075_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00076_transposed.xlsx b/add_conc/data/YMDB/YMDB00076_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00077_transposed.xlsx b/add_conc/data/YMDB/YMDB00077_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00078_transposed.xlsx b/add_conc/data/YMDB/YMDB00078_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00079_transposed.xlsx b/add_conc/data/YMDB/YMDB00079_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00080_transposed.xlsx b/add_conc/data/YMDB/YMDB00080_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00081_transposed.xlsx b/add_conc/data/YMDB/YMDB00081_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00082_transposed.xlsx b/add_conc/data/YMDB/YMDB00082_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00083_transposed.xlsx b/add_conc/data/YMDB/YMDB00083_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00084_transposed.xlsx b/add_conc/data/YMDB/YMDB00084_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00085_transposed.xlsx b/add_conc/data/YMDB/YMDB00085_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00086_transposed.xlsx b/add_conc/data/YMDB/YMDB00086_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00087_transposed.xlsx b/add_conc/data/YMDB/YMDB00087_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00088_transposed.xlsx b/add_conc/data/YMDB/YMDB00088_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00089_transposed.xlsx b/add_conc/data/YMDB/YMDB00089_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00090_transposed.xlsx b/add_conc/data/YMDB/YMDB00090_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00091_transposed.xlsx b/add_conc/data/YMDB/YMDB00091_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00092_transposed.xlsx b/add_conc/data/YMDB/YMDB00092_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00093_transposed.xlsx b/add_conc/data/YMDB/YMDB00093_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00094_transposed.xlsx b/add_conc/data/YMDB/YMDB00094_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00095_transposed.xlsx b/add_conc/data/YMDB/YMDB00095_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00096_transposed.xlsx b/add_conc/data/YMDB/YMDB00096_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00097_transposed.xlsx b/add_conc/data/YMDB/YMDB00097_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00098_transposed.xlsx b/add_conc/data/YMDB/YMDB00098_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00099_transposed.xlsx b/add_conc/data/YMDB/YMDB00099_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00100_transposed.xlsx b/add_conc/data/YMDB/YMDB00100_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00101_transposed.xlsx b/add_conc/data/YMDB/YMDB00101_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00102_transposed.xlsx b/add_conc/data/YMDB/YMDB00102_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00103_transposed.xlsx b/add_conc/data/YMDB/YMDB00103_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00104_transposed.xlsx b/add_conc/data/YMDB/YMDB00104_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00105_transposed.xlsx b/add_conc/data/YMDB/YMDB00105_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00106_transposed.xlsx b/add_conc/data/YMDB/YMDB00106_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00107_transposed.xlsx b/add_conc/data/YMDB/YMDB00107_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00108_transposed.xlsx b/add_conc/data/YMDB/YMDB00108_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00109_transposed.xlsx b/add_conc/data/YMDB/YMDB00109_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00110_transposed.xlsx b/add_conc/data/YMDB/YMDB00110_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00111_transposed.xlsx b/add_conc/data/YMDB/YMDB00111_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00112_transposed.xlsx b/add_conc/data/YMDB/YMDB00112_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00113_transposed.xlsx b/add_conc/data/YMDB/YMDB00113_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00114_transposed.xlsx b/add_conc/data/YMDB/YMDB00114_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00115_transposed.xlsx b/add_conc/data/YMDB/YMDB00115_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00116_transposed.xlsx b/add_conc/data/YMDB/YMDB00116_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00117_transposed.xlsx b/add_conc/data/YMDB/YMDB00117_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00118_transposed.xlsx b/add_conc/data/YMDB/YMDB00118_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00119_transposed.xlsx b/add_conc/data/YMDB/YMDB00119_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00120_transposed.xlsx b/add_conc/data/YMDB/YMDB00120_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00121_transposed.xlsx b/add_conc/data/YMDB/YMDB00121_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00122_transposed.xlsx b/add_conc/data/YMDB/YMDB00122_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00123_transposed.xlsx b/add_conc/data/YMDB/YMDB00123_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00124_transposed.xlsx b/add_conc/data/YMDB/YMDB00124_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00125_transposed.xlsx b/add_conc/data/YMDB/YMDB00125_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00126_transposed.xlsx b/add_conc/data/YMDB/YMDB00126_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00127_transposed.xlsx b/add_conc/data/YMDB/YMDB00127_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00128_transposed.xlsx b/add_conc/data/YMDB/YMDB00128_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00129_transposed.xlsx b/add_conc/data/YMDB/YMDB00129_transposed.xlsx
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diff --git a/add_conc/data/YMDB/YMDB00136_transposed.xlsx b/add_conc/data/YMDB/YMDB00136_transposed.xlsx
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diff --git a/add_conc/data/YMDB/YMDB00160_transposed.xlsx b/add_conc/data/YMDB/YMDB00160_transposed.xlsx
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diff --git a/add_conc/data/YMDB/YMDB00162_transposed.xlsx b/add_conc/data/YMDB/YMDB00162_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00163_transposed.xlsx b/add_conc/data/YMDB/YMDB00163_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00164_transposed.xlsx b/add_conc/data/YMDB/YMDB00164_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00165_transposed.xlsx b/add_conc/data/YMDB/YMDB00165_transposed.xlsx
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diff --git a/add_conc/data/YMDB/YMDB00193_transposed.xlsx b/add_conc/data/YMDB/YMDB00193_transposed.xlsx
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diff --git a/add_conc/data/YMDB/YMDB00196_transposed.xlsx b/add_conc/data/YMDB/YMDB00196_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00198_transposed.xlsx b/add_conc/data/YMDB/YMDB00198_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00199_transposed.xlsx b/add_conc/data/YMDB/YMDB00199_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00200_transposed.xlsx b/add_conc/data/YMDB/YMDB00200_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00201_transposed.xlsx b/add_conc/data/YMDB/YMDB00201_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00202_transposed.xlsx b/add_conc/data/YMDB/YMDB00202_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00203_transposed.xlsx b/add_conc/data/YMDB/YMDB00203_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00204_transposed.xlsx b/add_conc/data/YMDB/YMDB00204_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00205_transposed.xlsx b/add_conc/data/YMDB/YMDB00205_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00206_transposed.xlsx b/add_conc/data/YMDB/YMDB00206_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00207_transposed.xlsx b/add_conc/data/YMDB/YMDB00207_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00208_transposed.xlsx b/add_conc/data/YMDB/YMDB00208_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00209_transposed.xlsx b/add_conc/data/YMDB/YMDB00209_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00210_transposed.xlsx b/add_conc/data/YMDB/YMDB00210_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00211_transposed.xlsx b/add_conc/data/YMDB/YMDB00211_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00212_transposed.xlsx b/add_conc/data/YMDB/YMDB00212_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00213_transposed.xlsx b/add_conc/data/YMDB/YMDB00213_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00214_transposed.xlsx b/add_conc/data/YMDB/YMDB00214_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00215_transposed.xlsx b/add_conc/data/YMDB/YMDB00215_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00216_transposed.xlsx b/add_conc/data/YMDB/YMDB00216_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00218_transposed.xlsx b/add_conc/data/YMDB/YMDB00218_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00219_transposed.xlsx b/add_conc/data/YMDB/YMDB00219_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00220_transposed.xlsx b/add_conc/data/YMDB/YMDB00220_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00221_transposed.xlsx b/add_conc/data/YMDB/YMDB00221_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00222_transposed.xlsx b/add_conc/data/YMDB/YMDB00222_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00223_transposed.xlsx b/add_conc/data/YMDB/YMDB00223_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00224_transposed.xlsx b/add_conc/data/YMDB/YMDB00224_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00225_transposed.xlsx b/add_conc/data/YMDB/YMDB00225_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00226_transposed.xlsx b/add_conc/data/YMDB/YMDB00226_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00227_transposed.xlsx b/add_conc/data/YMDB/YMDB00227_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00229_transposed.xlsx b/add_conc/data/YMDB/YMDB00229_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00230_transposed.xlsx b/add_conc/data/YMDB/YMDB00230_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00231_transposed.xlsx b/add_conc/data/YMDB/YMDB00231_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00232_transposed.xlsx b/add_conc/data/YMDB/YMDB00232_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00233_transposed.xlsx b/add_conc/data/YMDB/YMDB00233_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00234_transposed.xlsx b/add_conc/data/YMDB/YMDB00234_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00235_transposed.xlsx b/add_conc/data/YMDB/YMDB00235_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00236_transposed.xlsx b/add_conc/data/YMDB/YMDB00236_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00238_transposed.xlsx b/add_conc/data/YMDB/YMDB00238_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00239_transposed.xlsx b/add_conc/data/YMDB/YMDB00239_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00241_transposed.xlsx b/add_conc/data/YMDB/YMDB00241_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00242_transposed.xlsx b/add_conc/data/YMDB/YMDB00242_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00243_transposed.xlsx b/add_conc/data/YMDB/YMDB00243_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00245_transposed.xlsx b/add_conc/data/YMDB/YMDB00245_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00246_transposed.xlsx b/add_conc/data/YMDB/YMDB00246_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00247_transposed.xlsx b/add_conc/data/YMDB/YMDB00247_transposed.xlsx
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diff --git a/add_conc/data/YMDB/YMDB00256_transposed.xlsx b/add_conc/data/YMDB/YMDB00256_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00257_transposed.xlsx b/add_conc/data/YMDB/YMDB00257_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00258_transposed.xlsx b/add_conc/data/YMDB/YMDB00258_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00259_transposed.xlsx b/add_conc/data/YMDB/YMDB00259_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00260_transposed.xlsx b/add_conc/data/YMDB/YMDB00260_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00261_transposed.xlsx b/add_conc/data/YMDB/YMDB00261_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00262_transposed.xlsx b/add_conc/data/YMDB/YMDB00262_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00263_transposed.xlsx b/add_conc/data/YMDB/YMDB00263_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00264_transposed.xlsx b/add_conc/data/YMDB/YMDB00264_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00265_transposed.xlsx b/add_conc/data/YMDB/YMDB00265_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00266_transposed.xlsx b/add_conc/data/YMDB/YMDB00266_transposed.xlsx
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diff --git a/add_conc/data/YMDB/YMDB00272_transposed.xlsx b/add_conc/data/YMDB/YMDB00272_transposed.xlsx
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diff --git a/add_conc/data/YMDB/YMDB00274_transposed.xlsx b/add_conc/data/YMDB/YMDB00274_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00275_transposed.xlsx b/add_conc/data/YMDB/YMDB00275_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00276_transposed.xlsx b/add_conc/data/YMDB/YMDB00276_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00277_transposed.xlsx b/add_conc/data/YMDB/YMDB00277_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00278_transposed.xlsx b/add_conc/data/YMDB/YMDB00278_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00279_transposed.xlsx b/add_conc/data/YMDB/YMDB00279_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00280_transposed.xlsx b/add_conc/data/YMDB/YMDB00280_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00281_transposed.xlsx b/add_conc/data/YMDB/YMDB00281_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00282_transposed.xlsx b/add_conc/data/YMDB/YMDB00282_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00283_transposed.xlsx b/add_conc/data/YMDB/YMDB00283_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00284_transposed.xlsx b/add_conc/data/YMDB/YMDB00284_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00285_transposed.xlsx b/add_conc/data/YMDB/YMDB00285_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00286_transposed.xlsx b/add_conc/data/YMDB/YMDB00286_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00287_transposed.xlsx b/add_conc/data/YMDB/YMDB00287_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00288_transposed.xlsx b/add_conc/data/YMDB/YMDB00288_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00289_transposed.xlsx b/add_conc/data/YMDB/YMDB00289_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00290_transposed.xlsx b/add_conc/data/YMDB/YMDB00290_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00291_transposed.xlsx b/add_conc/data/YMDB/YMDB00291_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00292_transposed.xlsx b/add_conc/data/YMDB/YMDB00292_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00293_transposed.xlsx b/add_conc/data/YMDB/YMDB00293_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00294_transposed.xlsx b/add_conc/data/YMDB/YMDB00294_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00295_transposed.xlsx b/add_conc/data/YMDB/YMDB00295_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00296_transposed.xlsx b/add_conc/data/YMDB/YMDB00296_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00297_transposed.xlsx b/add_conc/data/YMDB/YMDB00297_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00298_transposed.xlsx b/add_conc/data/YMDB/YMDB00298_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00299_transposed.xlsx b/add_conc/data/YMDB/YMDB00299_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00300_transposed.xlsx b/add_conc/data/YMDB/YMDB00300_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00301_transposed.xlsx b/add_conc/data/YMDB/YMDB00301_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00302_transposed.xlsx b/add_conc/data/YMDB/YMDB00302_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00303_transposed.xlsx b/add_conc/data/YMDB/YMDB00303_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00304_transposed.xlsx b/add_conc/data/YMDB/YMDB00304_transposed.xlsx
diff --git a/add_conc/data/YMDB/YMDB00306_transposed.xlsx b/add_conc/data/YMDB/YMDB00306_transposed.xlsx