diff --git a/stockpredictor/analysis/Analyzer.py b/stockpredictor/analysis/Analyzer.py
index 28853c0..df4137d 100644
--- a/stockpredictor/analysis/Analyzer.py
+++ b/stockpredictor/analysis/Analyzer.py
@@ -380,7 +380,7 @@ class Analyzer:
             if ((item_code in self.fnguide and not self.fnguide[item_code]) or (item_code == "KOSPI" or item_code == "KOSDAK") or result[3] == ''):
                 rowid += 1
                 # 다음 종목을 가져옴
-                cursor.execute('SELECT CODE, NAME, PRICE, STOCHASTIC FROM ' + self.tableName + ' WHERE rowid=?', (rowid,))
+                cursor.execute('SELECT CODE, NAME, PRICE, STOCHASTIC, BOLINGERBAND FROM ' + self.tableName + ' WHERE rowid=?', (rowid,))
                 result = cursor.fetchone()
                 continue
 
@@ -389,65 +389,48 @@ class Analyzer:
                 result_3 = result[3].replace("NaN", "0")
             if result[3]==None:
                 rowid += 1
-                cursor.execute('SELECT CODE, NAME, PRICE, STOCHASTIC FROM ' + self.tableName + ' WHERE rowid=?', (rowid,))
+                cursor.execute('SELECT CODE, NAME, PRICE, STOCHASTIC, BOLINGERBAND FROM ' + self.tableName + ' WHERE rowid=?', (rowid,))
                 result = cursor.fetchone()
                 continue
 
-            stock = {"CODE": result[0], "NAME": result[1], "PRICE": json.loads(result[2]), "STOCHASTIC": json.loads(result_3)}
+            stock = {"CODE": result[0], "NAME": result[1], "PRICE": json.loads(result[2]), "STOCHASTIC": json.loads(result_3), "BOLINGERBAND": json.loads(result[4])}
 
             last_index = self.get_last_index(stock)
             STOCK = stock['PRICE']
             STOCHASTIC = stock['STOCHASTIC']
+            BOLINGERBAND = stock['BOLINGERBAND']
 
             stochastic_score = STOCHASTIC[last_index]['slow_k']
-            if stochastic_score < 50:
+
+            # upper: 20, lower: 10
+            # 14 = (14-10) / (20-10) = 0.4
+            # 18 = (18-10) / (20-10) = 0.8
+            # 5 = (5-10) / (20-10) = -0.5
+            if BOLINGERBAND[last_index]['upper'] == BOLINGERBAND[last_index]['lower']:
+                bolingerband_score = 0
+            else:
+                bolingerband_score = round(((STOCK[last_index]['close']-BOLINGERBAND[last_index]['lower'])/(BOLINGERBAND[last_index]['upper']-BOLINGERBAND[last_index]['lower'])), 2)
+
+
+            if stochastic_score < 50 and bolingerband_score < 0.5:
 
                 # 종목 상태 체크 분석
                 state, buy_price = self.analyzeFinalScore(last_index, STOCK, STOCHASTIC)
 
                 if state != "":
                     fig = self.draw(stock)
-                    title = "%s (%s), %s, buy_price (%d), stochastic(%.3f) 차트" % (item_name, item_code, state, buy_price, stochastic_score)
+                    title = "%s (%s), %s, buy_price (%d), stochastic(%.3f), bolingerband(%.3f) 차트" % (item_name, item_code, state, buy_price, stochastic_score, bolingerband_score)
                     fig['layout'].update(title=title)
-                    fileName = "%s/%s__%.3f__%s_%s.html" % (outPath, state, stochastic_score, item_name.replace(" ", ""), item_code)
+                    fileName = "%s/%s__%.3f__%.3f__%s_%s.html" % (outPath, state, stochastic_score, bolingerband_score, item_name.replace(" ", ""), item_code)
                     po.write_html(fig, file=fileName, auto_open=False)
                 else:
                     if STOCK[last_index]['volume'] > 1000000:
                         fig = self.draw(stock)
-                        title = "%s (%s) buy_price (%d), stochastic(%.3f) 차트"%(item_name, item_code, buy_price, stochastic_score)
+                        title = "%s (%s) buy_price (%d), stochastic(%.3f), bolingerband(%.3f) 차트"%(item_name, item_code, buy_price, stochastic_score, bolingerband_score)
                         fig['layout'].update(title=title)
-                        fileName = "%s/%.3f__%s_%s.html"%(tmp_path, stochastic_score, item_name.replace(" ", ""), item_code)
+                        fileName = "%s/%.3f__%.3f__%s_%s.html"%(tmp_path, bolingerband_score, stochastic_score, item_name.replace(" ", ""), item_code)
                         po.write_html(fig, file=fileName, auto_open=False)
-            """
-            try:
-                stock = {"CODE": result[0], "NAME": result[1], "PRICE": json.loads(result[2]), "STOCHASTIC": json.loads(result_3)}
 
-                last_index = self.get_last_index(stock)
-                STOCK = stock['PRICE']
-                STOCHASTIC = stock['STOCHASTIC']
-
-                stochastic_score = STOCHASTIC[last_index]['slow_k']
-                if stochastic_score < 50:
-
-                    # 종목 상태 체크 분석
-                    state, buy_price = self.analyzeFinalScore(last_index, STOCK, STOCHASTIC)
-
-                    if state != "":
-                        fig = self.draw(stock)
-                        title = "%s (%s), %s, buy_price (%d), stochastic(%.3f) 차트" % (item_name, item_code, state, buy_price, stochastic_score)
-                        fig['layout'].update(title=title)
-                        fileName = "%s/%s__%.3f__%s_%s.html" % (outPath, state, stochastic_score, item_name.replace(" ", ""), item_code)
-                        po.write_html(fig, file=fileName, auto_open=False)
-                    else:
-                        if STOCK[last_index]['volume'] > 1000000:
-                            fig = self.draw(stock)
-                            title = "%s (%s) buy_price (%d), stochastic(%.3f) 차트"%(item_name, item_code, buy_price, stochastic_score)
-                            fig['layout'].update(title=title)
-                            fileName = "%s/%.3f__%s_%s.html"%(tmp_path, stochastic_score, item_name.replace(" ", ""), item_code)
-                            po.write_html(fig, file=fileName, auto_open=False)
-            except:
-                print ("error")
-            """
             rowid += 1
             cursor.execute('SELECT * FROM ' + self.tableName + ' WHERE rowid=?', (rowid,))
             result = cursor.fetchone()
@@ -508,7 +491,9 @@ if __name__ == "__main__":
     analyzer.analyzeStochastic()
     """
 
-    analyzer.analyze()
+    #######
+    # analyzer.analyze()
+    #######
 
     day = datetime.today().strftime("%Y%m%d")