diff --git a/stock/analysis/AnalyzerSqlite.py b/stock/analysis/AnalyzerSqlite.py
index 892b847..b93b5d1 100644
--- a/stock/analysis/AnalyzerSqlite.py
+++ b/stock/analysis/AnalyzerSqlite.py
@@ -180,39 +180,13 @@ class AnalyzerSqlite:
                      "avg360: {:.2f}, avg480: {:.2f}, avg720: {:.2f}, avg1440: {:.2f}, avg2880: {:.2f}<br><br>"
                     "loc_k: {:.2f}, loc_d: {:.2f}, loc_s: {:.2f}<br><br>"
                     "laggingSpan_close_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_changeLine_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_baseLine_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_leadingSpan1_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_leadingSpan2_diff: {:.4f} ({:.4f})<br>"
                     "laggingSpan_avg60_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_lower10_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_middle10_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_upper10_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_lower20_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_middle20_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_upper20_diff: {:.4f} ({:.4f})<br>"
-                    "baseLine_close_diff: {:.4f} ({:.4f})<br>"
-                    "changeLine_close_diff: {:.4f} ({:.4f})<br>"
-                    "changeLine_baseLine_diff: {:.4f} ({:.4f})<br>"
                     "leadingSpan1_leadingSpan2_diff: {:.4f} ({:.4f})<br>"
                     .format(data['ymd'][i].strftime('%Y-%m-%d %H:%M'), buy_type[i], self.cz(buy_price_line[i]), self.cz(buy_price_line[i])*self.cz(buy_count_line[i]),
                             self.cz(data["avg5"][i]), self.cz(data["avg10"][i]), self.cz(data["avg20"][i]), self.cz(data["avg60"][i]), self.cz(data["avg90"][i]), self.cz(data["avg120"][i]), self.cz(data["avg240"][i]), self.cz(data["avg360"][i]), self.cz(data["avg480"][i]), self.cz(data["avg720"][i]), self.cz(data["avg1440"][i]), self.cz(data["avg2880"][i]),
                             self.cz(data['loc_240_k'][i]), self.cz(data['loc_240_d'][i]), self.cz(data['loc_240_s'][i]),
                             self.cz(data['laggingSpan_close_diff'][i]), self.cz(data['laggingSpan_close_diff_rate'][i]),
-                            self.cz(data['laggingSpan_changeLine_diff'][i]), self.cz(data['laggingSpan_changeLine_diff_rate'][i]),
-                            self.cz(data['laggingSpan_baseLine_diff'][i]), self.cz(data['laggingSpan_baseLine_diff_rate'][i]),
-                            self.cz(data['laggingSpan_leadingSpan1_diff'][i]), self.cz(data['laggingSpan_leadingSpan1_diff_rate'][i]),
-                            self.cz(data['laggingSpan_leadingSpan2_diff'][i]), self.cz(data['laggingSpan_leadingSpan2_diff_rate'][i]),
                             self.cz(data['laggingSpan_avg60_diff'][i]), self.cz(data['laggingSpan_avg60_diff_rate'][i]),
-                            self.cz(data['laggingSpan_lower10_diff'][i]), self.cz(data['laggingSpan_lower10_diff_rate'][i]),
-                            self.cz(data['laggingSpan_middle10_diff'][i]), self.cz(data['laggingSpan_middle10_diff_rate'][i]),
-                            self.cz(data['laggingSpan_upper10_diff'][i]), self.cz(data['laggingSpan_upper10_diff_rate'][i]),
-                            self.cz(data['laggingSpan_lower20_diff'][i]), self.cz(data['laggingSpan_lower20_diff_rate'][i]),
-                            self.cz(data['laggingSpan_middle20_diff'][i]), self.cz(data['laggingSpan_middle20_diff_rate'][i]),
-                            self.cz(data['laggingSpan_upper20_diff'][i]), self.cz(data['laggingSpan_upper20_diff_rate'][i]),
-                            self.cz(data['baseLine_close_diff'][i]), self.cz(data['baseLine_close_diff_rate'][i]),
-                            self.cz(data['changeLine_close_diff'][i]), self.cz(data['changeLine_close_diff_rate'][i]),
-                            self.cz(data['changeLine_baseLine_diff'][i]), self.cz(data['changeLine_baseLine_diff_rate'][i]),
                             self.cz(data['leadingSpan1_leadingSpan2_diff'][i]), self.cz(data['leadingSpan1_leadingSpan2_diff_rate'][i])
                 ))
                 sell_text_list.append(
@@ -221,40 +195,14 @@ class AnalyzerSqlite:
                      "avg360: {:.2f}, avg480: {:.2f}, avg720: {:.2f}, avg1440: {:.2f}, avg2880: {:.2f}<br><br>"
                     "loc_k: {:.2f}, loc_d: {:.2f}, loc_s: {:.2f}<br><br>"
                     "laggingSpan_close_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_changeLine_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_baseLine_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_leadingSpan1_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_leadingSpan2_diff: {:.4f} ({:.4f})<br>"
                     "laggingSpan_avg60_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_lower10_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_middle10_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_upper10_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_lower20_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_middle20_diff: {:.4f} ({:.4f})<br>"
-                    "laggingSpan_upper20_diff: {:.4f} ({:.4f})<br>"
-                    "baseLine_close_diff: {:.4f} ({:.4f})<br>"
-                    "changeLine_close_diff: {:.4f} ({:.4f})<br>"
-                    "changeLine_baseLine_diff: {:.4f} ({:.4f})<br>"
                     "leadingSpan1_leadingSpan2_diff: {:.4f} ({:.4f})<br>"
                     .format(
                         data['ymd'][i].strftime('%Y-%m-%d %H:%M'), sell_type[i], self.cz(sell_price_line[i]), self.cz(sell_price_line[i])*self.cz(sell_count_line[i]),
                         self.cz(data["avg5"][i]), self.cz(data["avg10"][i]), self.cz(data["avg20"][i]), self.cz(data["avg60"][i]), self.cz(data["avg90"][i]), self.cz(data["avg120"][i]), self.cz(data["avg240"][i]), self.cz(data["avg360"][i]), self.cz(data["avg480"][i]), self.cz(data["avg720"][i]), self.cz(data["avg1440"][i]), self.cz(data["avg2880"][i]),
                         self.cz(data['loc_240_k'][i]), self.cz(data['loc_240_d'][i]), self.cz(data['loc_240_s'][i]),
                         self.cz(data['laggingSpan_close_diff'][i]), self.cz(data['laggingSpan_close_diff_rate'][i]),
-                        self.cz(data['laggingSpan_changeLine_diff'][i]), self.cz(data['laggingSpan_changeLine_diff_rate'][i]),
-                        self.cz(data['laggingSpan_baseLine_diff'][i]), self.cz(data['laggingSpan_baseLine_diff_rate'][i]),
-                        self.cz(data['laggingSpan_leadingSpan1_diff'][i]), self.cz(data['laggingSpan_leadingSpan1_diff_rate'][i]),
-                        self.cz(data['laggingSpan_leadingSpan2_diff'][i]), self.cz(data['laggingSpan_leadingSpan2_diff_rate'][i]),
                         self.cz(data['laggingSpan_avg60_diff'][i]), self.cz(data['laggingSpan_avg60_diff_rate'][i]),
-                        self.cz(data['laggingSpan_lower10_diff'][i]), self.cz(data['laggingSpan_lower10_diff_rate'][i]),
-                        self.cz(data['laggingSpan_middle10_diff'][i]), self.cz(data['laggingSpan_middle10_diff_rate'][i]),
-                        self.cz(data['laggingSpan_upper10_diff'][i]), self.cz(data['laggingSpan_upper10_diff_rate'][i]),
-                        self.cz(data['laggingSpan_lower20_diff'][i]), self.cz(data['laggingSpan_lower20_diff_rate'][i]),
-                        self.cz(data['laggingSpan_middle20_diff'][i]), self.cz(data['laggingSpan_middle20_diff_rate'][i]),
-                        self.cz(data['laggingSpan_upper20_diff'][i]), self.cz(data['laggingSpan_upper20_diff_rate'][i]),
-                        self.cz(data['baseLine_close_diff'][i]), self.cz(data['baseLine_close_diff_rate'][i]),
-                        self.cz(data['changeLine_close_diff'][i]), self.cz(data['changeLine_close_diff_rate'][i]),
-                        self.cz(data['changeLine_baseLine_diff'][i]), self.cz(data['changeLine_baseLine_diff_rate'][i]),
                         self.cz(data['leadingSpan1_leadingSpan2_diff'][i]), self.cz(data['leadingSpan1_leadingSpan2_diff_rate'][i])
                 ))
             buy_check = go.Scatter(x=data['ymd'], y=buy_price_line, mode='markers', name="buy_price", marker=dict(size=buy_sell_size, color=buy_colors, line_width=0), text=buy_text_list, hoverinfo="text")
@@ -287,39 +235,11 @@ class AnalyzerSqlite:
         laggingSpan__0_8_limit_line = go.Scatter(x=data['ymd'], y=laggingSpan__0_8_limit, line=dict(color='grey', width=1), name='laggingSpan__0_8_limit')
 
         laggingSpan_close_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_close_diff"], name="laggingSpan_close_diff", line_color='#079118')
-        laggingSpan_changeLine_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_changeLine_diff"], name="laggingSpan_changeLine_diff", line_color='grey')
-        laggingSpan_baseLine_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_baseLine_diff"], name="laggingSpan_baseLine_diff", line_color='#d755e8')
-        laggingSpan_leadingSpan1_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_leadingSpan1_diff"], name="laggingSpan_leadingSpan1_diff", line_color='#d755e8')
-        laggingSpan_leadingSpan2_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_leadingSpan2_diff"], name="laggingSpan_leadingSpan2_diff", line_color='#d755e8')
         laggingSpan_avg60_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_avg60_diff"], name="laggingSpan_avg60_diff", line_color='#d755e8')
-        laggingSpan_lower10_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_lower10_diff"], name="laggingSpan_lower10_diff", line_color='#d755e8')
-        laggingSpan_middle10_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_middle10_diff"], name="laggingSpan_middle10_diff", line_color='#d755e8')
-        laggingSpan_upper10_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_upper10_diff"], name="laggingSpan_upper10_diff", line_color='#d755e8')
-        laggingSpan_lower20_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_lower20_diff"], name="laggingSpan_lower20_diff", line_color='#d755e8')
-        laggingSpan_middle20_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_middle20_diff"], name="laggingSpan_middle20_diff", line_color='#d755e8')
-        laggingSpan_upper20_diff = go.Scatter(x=data['ymd'], y=data["laggingSpan_upper20_diff"], name="laggingSpan_upper20_diff", line_color='#d755e8')
-        baseLine_close_diff = go.Scatter(x=data['ymd'], y=data["baseLine_close_diff"], name="baseLine_close_diff", line_color='#d755e8')
-        changeLine_close_diff = go.Scatter(x=data['ymd'], y=data["changeLine_close_diff"], name="changeLine_close_diff", line_color='#d755e8')
-        changeLine_baseLine_diff = go.Scatter(x=data['ymd'], y=data["changeLine_baseLine_diff"], name="changeLine_baseLine_diff", line_color='#d755e8')
-        changeLine_leadingSpan1_diff = go.Scatter(x=data['ymd'], y=data["changeLine_leadingSpan1_diff"], name="changeLine_leadingSpan1_diff", line_color='#d755e8')
         leadingSpan1_leadingSpan2_diff = go.Scatter(x=data['ymd'], y=data["leadingSpan1_leadingSpan2_diff"], name="leadingSpan1_leadingSpan2_diff", line_color='#d755e8')
 
         laggingSpan_close_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_close_diff_rate"], name="laggingSpan_close_diff_rate", line_color='#d755e8')
-        laggingSpan_changeLine_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_changeLine_diff_rate"], name="laggingSpan_changeLine_diff_rate", line_color='#d755e8')
-        laggingSpan_baseLine_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_baseLine_diff_rate"], name="laggingSpan_baseLine_diff_rate", line_color='#d755e8')
-        laggingSpan_leadingSpan1_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_leadingSpan1_diff_rate"], name="laggingSpan_leadingSpan1_diff_rate", line_color='#d755e8')
-        laggingSpan_leadingSpan2_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_leadingSpan2_diff_rate"], name="laggingSpan_leadingSpan2_diff_rate", line_color='#d755e8')
         laggingSpan_avg60_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_avg60_diff_rate"], name="laggingSpan_avg60_diff_rate", line_color='#d755e8')
-        laggingSpan_lower10_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_lower10_diff_rate"], name="laggingSpan_lower10_diff_rate", line_color='#d755e8')
-        laggingSpan_middle10_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_middle10_diff_rate"], name="laggingSpan_middle10_diff_rate", line_color='#d755e8')
-        laggingSpan_upper10_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_upper10_diff_rate"], name="laggingSpan_upper10_diff_rate", line_color='#d755e8')
-        laggingSpan_lower20_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_lower20_diff_rate"], name="laggingSpan_lower20_diff_rate", line_color='#d755e8')
-        laggingSpan_middle20_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_middle20_diff_rate"], name="laggingSpan_middle20_diff_rate", line_color='#d755e8')
-        laggingSpan_upper20_diff_rate = go.Scatter(x=data['ymd'], y=data["laggingSpan_upper20_diff_rate"], name="laggingSpan_upper20_diff_rate", line_color='#d755e8')
-        baseLine_close_diff_rate = go.Scatter(x=data['ymd'], y=data["baseLine_close_diff_rate"], name="baseLine_close_diff_rate", line_color='#d755e8')
-        changeLine_close_diff_rate = go.Scatter(x=data['ymd'], y=data["changeLine_close_diff_rate"], name="changeLine_close_diff_rate", line_color='#d755e8')
-        changeLine_baseLine_diff_rate = go.Scatter(x=data['ymd'], y=data["changeLine_baseLine_diff_rate"], name="changeLine_baseLine_diff_rate", line_color='#d755e8')
-        changeLine_leadingSpan1_diff_rate = go.Scatter(x=data['ymd'], y=data["changeLine_leadingSpan1_diff_rate"], name="changeLine_leadingSpan1_diff_rate", line_color='#d755e8')
         leadingSpan1_leadingSpan2_diff_rate = go.Scatter(x=data['ymd'], y=data["leadingSpan1_leadingSpan2_diff_rate"], name="leadingSpan1_leadingSpan2_diff_rate", line_color='#d755e8')
 
         changeLine = go.Scatter(x=data['ymd'], y=data["changeLine"], name="changeLine", line_color='#0196ff')
@@ -341,12 +261,8 @@ class AnalyzerSqlite:
 
         new_high_9 = go.Scatter(x=data['ymd'], y=data["new_high_9"], name="new_high_9", line_color='#0196ff')
         new_high_26 = go.Scatter(x=data['ymd'], y=data["new_high_26"], name="new_high_26", line_color='#991515')
-        new_high_33 = go.Scatter(x=data['ymd'], y=data["new_high_33"], name="new_high_33", line_color='#12A524')
-        new_high_52 = go.Scatter(x=data['ymd'], y=data["new_high_52"], name="new_high_52", line_color='#099B92')
         new_low_9 = go.Scatter(x=data['ymd'], y=data["new_low_9"], name="new_low_9", line_color='#0196ff')
         new_low_26 = go.Scatter(x=data['ymd'], y=data["new_low_26"], name="new_low_26", line_color='#991515')
-        new_low_33 = go.Scatter(x=data['ymd'], y=data["new_low_33"], name="new_low_33", line_color='#12A524')
-        new_low_52 = go.Scatter(x=data['ymd'], y=data["new_low_52"], name="new_low_52", line_color='#099B92')
 
 
         slowk_up_limit = [80 for i in data['ymd']]
@@ -372,40 +288,14 @@ class AnalyzerSqlite:
                             "avg360: {:.2f}, avg480: {:.2f}, avg720: {:.2f}, avg1440: {:.2f}, avg2880: {:.2f}<br><br>"
                             "loc_k: {:.2f}, loc_d: {:.2f}, loc_s: {:.2f}<br><br>"
                             "laggingSpan_close_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_changeLine_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_baseLine_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_leadingSpan1_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_leadingSpan2_diff: {:.4f} ({:.4f})<br>"
                             "laggingSpan_avg60_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_lower10_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_middle10_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_upper10_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_lower20_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_middle20_diff: {:.4f} ({:.4f})<br>"
-                            "laggingSpan_upper20_diff: {:.4f} ({:.4f})<br>"
-                            "baseLine_close_diff: {:.4f} ({:.4f})<br>"
-                            "changeLine_close_diff: {:.4f} ({:.4f})<br>"
-                            "changeLine_baseLine_diff: {:.4f} ({:.4f})<br>"
                             "leadingSpan1_leadingSpan2_diff: {:.4f} ({:.4f})<br>"
                     .format(
                         data['ymd'][i].strftime('%Y-%m-%d %H:%M'),
                                 self.cz(data["avg5"][i]), self.cz(data["avg10"][i]), self.cz(data["avg20"][i]), self.cz(data["avg60"][i]), self.cz(data["avg90"][i]), self.cz(data["avg120"][i]), self.cz(data["avg240"][i]), self.cz(data["avg360"][i]), self.cz(data["avg480"][i]), self.cz(data["avg720"][i]), self.cz(data["avg1440"][i]), self.cz(data["avg2880"][i]),
                                 self.cz(data['loc_240_k'][i]), self.cz(data['loc_240_d'][i]), self.cz(data['loc_240_s'][i]),
                                 self.cz(data['laggingSpan_close_diff'][i]), self.cz(data['laggingSpan_close_diff_rate'][i]),
-                                self.cz(data['laggingSpan_changeLine_diff'][i]), self.cz(data['laggingSpan_changeLine_diff_rate'][i]),
-                                self.cz(data['laggingSpan_baseLine_diff'][i]), self.cz(data['laggingSpan_baseLine_diff_rate'][i]),
-                                self.cz(data['laggingSpan_leadingSpan1_diff'][i]), self.cz(data['laggingSpan_leadingSpan1_diff_rate'][i]),
-                                self.cz(data['laggingSpan_leadingSpan2_diff'][i]), self.cz(data['laggingSpan_leadingSpan2_diff_rate'][i]),
                                 self.cz(data['laggingSpan_avg60_diff'][i]), self.cz(data['laggingSpan_avg60_diff_rate'][i]),
-                                self.cz(data['laggingSpan_lower10_diff'][i]), self.cz(data['laggingSpan_lower10_diff_rate'][i]),
-                                self.cz(data['laggingSpan_middle10_diff'][i]), self.cz(data['laggingSpan_middle10_diff_rate'][i]),
-                                self.cz(data['laggingSpan_upper10_diff'][i]), self.cz(data['laggingSpan_upper10_diff_rate'][i]),
-                                self.cz(data['laggingSpan_lower20_diff'][i]), self.cz(data['laggingSpan_lower20_diff_rate'][i]),
-                                self.cz(data['laggingSpan_middle20_diff'][i]), self.cz(data['laggingSpan_middle20_diff_rate'][i]),
-                                self.cz(data['laggingSpan_upper20_diff'][i]), self.cz(data['laggingSpan_upper20_diff_rate'][i]),
-                                self.cz(data['baseLine_close_diff'][i]), self.cz(data['baseLine_close_diff_rate'][i]),
-                                self.cz(data['changeLine_close_diff'][i]), self.cz(data['changeLine_close_diff_rate'][i]),
-                                self.cz(data['changeLine_baseLine_diff'][i]), self.cz(data['changeLine_baseLine_diff_rate'][i]),
                                 self.cz(data['leadingSpan1_leadingSpan2_diff'][i]), self.cz(data['leadingSpan1_leadingSpan2_diff_rate'][i])
                             ))
 
@@ -421,12 +311,11 @@ class AnalyzerSqlite:
             candle_data = [avg5, avg10, avg20, avg60, avg90, avg120, avg240, avg360, avg480, avg720, avg1440, avg2880, candle_stick,changeLine, baseLine, laggingSpan, leadingSpan1, leadingSpan2]
 
         volume_data = [volume_line]
-        disparity_data = [laggingSpan_close_diff, laggingSpan_changeLine_diff, laggingSpan_baseLine_diff, laggingSpan_leadingSpan1_diff, laggingSpan_leadingSpan2_diff, laggingSpan_avg60_diff, laggingSpan_lower10_diff, laggingSpan_middle10_diff, laggingSpan_upper10_diff, laggingSpan_lower20_diff, laggingSpan_middle20_diff, laggingSpan_upper20_diff, baseLine_close_diff, changeLine_close_diff, changeLine_baseLine_diff, changeLine_leadingSpan1_diff, leadingSpan1_leadingSpan2_diff]
+        disparity_data = [laggingSpan_close_diff, laggingSpan_avg60_diff, leadingSpan1_leadingSpan2_diff]
         loc_disparity_data = [laggingSpan_0_8_limit_line, laggingSpan_0_2_limit_line, laggingSpan_0_limit_line, laggingSpan__0_2_limit_line, laggingSpan__0_8_limit_line,
-                              laggingSpan_close_diff_rate, laggingSpan_changeLine_diff_rate, laggingSpan_baseLine_diff_rate, laggingSpan_leadingSpan1_diff_rate, laggingSpan_leadingSpan2_diff_rate, laggingSpan_avg60_diff_rate, laggingSpan_lower10_diff_rate, laggingSpan_middle10_diff_rate, laggingSpan_upper10_diff_rate, laggingSpan_lower20_diff_rate, laggingSpan_middle20_diff_rate, laggingSpan_upper20_diff_rate, baseLine_close_diff_rate, changeLine_close_diff_rate, changeLine_baseLine_diff_rate,changeLine_leadingSpan1_diff_rate,  leadingSpan1_leadingSpan2_diff_rate,
+                              laggingSpan_close_diff_rate, laggingSpan_avg60_diff_rate, leadingSpan1_leadingSpan2_diff_rate,
                               loc_240_k, loc_240_d, loc_240_s,
-                              new_high_9 ,new_high_26, new_high_33, new_high_52,new_low_9 ,new_low_26, new_low_33, new_low_52
-                              ]
+                              new_high_9 ,new_high_26, new_low_9 ,new_low_26]
         stochastic_data = [
             slowk_up_limit, slowk_middle_limit, slowk_down_limit,
             slowk_12, slowd_12,