diff --git a/scripts/tsne1.py b/scripts/tsne1.py
index 6d7011d..a50dd4d 100644
--- a/scripts/tsne1.py
+++ b/scripts/tsne1.py
@@ -16,7 +16,7 @@ db = firestore.client()
 
 patient_collection = db.collection("patientData")
 test_collection = db.collection("testData")
-start_date = '2024-02-01' #sys.argv[1]
+start_date = '2023-12-01' #sys.argv[1]
 end_date = '2024-02-25' #sys.argv[2] 
 
 query = test_collection.where(filter=FieldFilter("testTime", ">=", start_date)).where(filter=FieldFilter("testTime", "<", end_date))
@@ -28,10 +28,9 @@ for doc in docs:
     data.append(doc_data)
 
 df = pd.DataFrame(data)
-print(df)
+# print(df)
 print(df.size)
 
-
 import pandas as pd
 import matplotlib.pyplot as plt
 from sklearn.manifold import TSNE
@@ -42,11 +41,10 @@ numeric_columns = ['led1Buffer', 'led3Average',
        'led4Sample', 'led2Sample', 'led3Buffer', 'deviceRatio',
        'led1Sample', 'led1Average', 'led4Buffer', 'led2Average',
        'led2Buffer']  #df.select_dtypes(include=[float, int]).columns
-print(numeric_columns)
-
 df_numeric = df[numeric_columns]#.dropna()
 df_numeric.replace([np.inf, -np.inf], np.nan, inplace=True)
 df_numeric.dropna(inplace=True)
+print(df_numeric.corr())
 
 if df_numeric.shape[0] > 0:
     scaler = StandardScaler()