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basedafdev · Jun 9, 2018 · 6da5910 · 6da5910
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diff --git a/.DS_Store b/.DS_Store
diff --git a/README.md b/README.md
@@ -1,7 +1,7 @@
 # Price-Volume Equity Analysis
 **Equity analysis tool that forecasts price reversals**
 
-**Developer**: Thomas Liu \
+**CTO**: Thomas Liu \
 **Equiity-Analyst**: Jeff Harris \
 **Credit**: Ashwin, Sanjana, Avni, Daniel, Tarun\
 **In association with**:

diff --git a/__pycache__/company.cpython-36.pyc b/__pycache__/company.cpython-36.pyc
diff --git a/__pycache__/load_files.cpython-36.pyc b/__pycache__/load_files.cpython-36.pyc
diff --git a/company.py b/company.py
@@ -12,10 +12,11 @@ def __init__(self, id: str):
         self.id = id
         self.dates = []
         self.volumes = []
-        self.prices = []
-
+        self.close_prices = []
+        self.open_prices = []
+        self.market_cap  = 0
+        self.get_market_cap()
         self.populate_storage()
-
     def populate_storage(self):
         """
         Fills up self.dates,volumes,and prices with info
@@ -26,7 +27,8 @@ def populate_storage(self):
                 csv_reader = csv.reader(csv_file)
                 for line in csv_reader:
                     temp_volume = line[8]
-                    temp_price = line[2]
+                    temp_close_price = line[2]
+                    temp_open_price = line[6]
                     temp_date = line[1]
                     try:
                         temp_dates = temp_date.split("-")
@@ -37,13 +39,37 @@ def populate_storage(self):
 
                         self.dates.append(temp_date)
                         self.volumes.append(float(temp_volume))
-                        self.prices.append(float(temp_price))
+                        self.close_prices.append(float(temp_close_price))
+                        self.open_prices.append(float(temp_open_price))
                     except:
                         #removes top element
                         pass
         except:
             print(self.id, "ommitted from update (id not found in company_library folder)")
 
+    def get_market_cap(self):
+        path = "companylist.csv"
+        try:
+            with open(path,'r') as csv_file:
+                csv_reader = csv.reader(csv_file)
+                for line in csv_reader:
+                    if line[0] == self.id:
+                        self.market_cap = int(line[3])
+                        break
+        except:
+            pass
+    def get_change_in_price(self, start, end):
+        """
+        Return the change in price over the start and end dates
+        :param start:
+        :param end:
+        :return:
+        """
+        if start not in self.dates or end not in self.dates:
+            raise IndexError
+        start_index = self.dates.index(start)
+        end_index = self.dates.index(end)
+        return (self.close_prices[end_index] - self.open_prices[start_index])/self.open_prices[start_index]
 
     def get_average_rate(self, start: int, end: int, category: str):
         """
@@ -60,9 +86,9 @@ def get_average_rate(self, start: int, end: int, category: str):
         end_index = self.dates.index(end)
 
         if category == "PRICE":
-            return (self.prices[start_index] +\
-                    ((self.prices[end_index]-self.prices[start_index])/ \
-                    (end_index-start_index)))/self.prices[start_index] - 1
+            return (self.close_prices[start_index] +\
+                    ((self.close_prices[end_index]-self.close_prices[start_index])/ \
+                    (end_index-start_index)))/self.close_prices[start_index] - 1
         else:
             return (self.volumes[start_index] + \
                     ((self.volumes[end_index]-self.volumes[start_index])/\
@@ -80,7 +106,7 @@ def getavg(self, start: int, end: int, category: str):
         if category == "PRICE":
             sum = 0
             for i in range(start_index,end_index+1):
-                sum += self.prices[i]
+                sum += self.close_prices[i]
             sum = sum/(end_index-start_index)
             return sum
         else:

diff --git a/company_library/A.csv b/company_library/A.csv
diff --git a/company_library/AABA.csv b/company_library/AABA.csv
@@ -1,7 +1,4 @@
 symbol,begins_at,close_price,high_price,interpolated,low_price,open_price,session,volume
-AABA,2017-06-06,54.0000,54.0000,True,54.0000,54.0000,reg,0
-AABA,2017-06-07,54.0000,54.0000,True,54.0000,54.0000,reg,0
-AABA,2017-06-08,54.0000,54.0000,True,54.0000,54.0000,reg,0
 AABA,2017-06-09,54.0000,54.0000,True,54.0000,54.0000,reg,0
 AABA,2017-06-12,54.0000,54.0000,True,54.0000,54.0000,reg,0
 AABA,2017-06-13,54.0000,54.0000,True,54.0000,54.0000,reg,0
@@ -249,3 +246,6 @@ AABA,2018-05-31,77.1600,77.4900,False,76.7000,76.8600,reg,3231602
 AABA,2018-06-01,78.9800,80.0000,False,77.5800,77.5800,reg,4519965
 AABA,2018-06-04,80.2400,80.5100,False,79.2500,79.2500,reg,3263441
 AABA,2018-06-05,80.3500,81.2500,False,79.7200,80.3200,reg,3134068
+AABA,2018-06-06,80.2800,81.1100,False,79.9900,80.7500,reg,3160954
+AABA,2018-06-07,79.7500,81.9900,False,78.6600,81.0400,reg,14318329
+AABA,2018-06-08,80.5500,80.8800,False,78.5716,78.8300,reg,8087040
diff --git a/company_library/AAC.csv b/company_library/AAC.csv
@@ -0,0 +1,251 @@
+symbol,begins_at,close_price,high_price,interpolated,low_price,open_price,session,volume
+AAC,2017-06-08,6.3700,6.4600,False,6.0100,6.0100,reg,97208
+AAC,2017-06-09,6.4700,6.7000,False,6.2600,6.3200,reg,89032
+AAC,2017-06-12,6.5500,6.6900,False,6.4300,6.4300,reg,43314
+AAC,2017-06-13,6.5500,6.7200,False,6.4700,6.5600,reg,76422
+AAC,2017-06-14,6.7500,6.7900,False,6.5300,6.5700,reg,65257
+AAC,2017-06-15,6.6200,6.8000,False,6.5900,6.6900,reg,37221
+AAC,2017-06-16,6.2800,6.6699,False,6.1900,6.5500,reg,124201
+AAC,2017-06-19,6.5200,6.6000,False,6.1300,6.3100,reg,65389
+AAC,2017-06-20,6.8100,6.8500,False,6.3550,6.4900,reg,48553
+AAC,2017-06-21,6.5700,6.9670,False,6.5200,6.7900,reg,53646
+AAC,2017-06-22,7.2300,7.2700,False,6.5500,6.5500,reg,117060
+AAC,2017-06-23,7.0300,7.2100,False,6.8600,7.2100,reg,367716
+AAC,2017-06-26,7.0800,7.2500,False,6.9900,7.0100,reg,58372
+AAC,2017-06-27,6.9100,7.2100,False,6.8600,7.0700,reg,34853
+AAC,2017-06-28,6.9900,7.2700,False,6.9000,6.9000,reg,42337
+AAC,2017-06-29,7.0400,7.1100,False,6.6300,7.0000,reg,83634
+AAC,2017-06-30,6.9300,7.1000,False,6.8300,7.0800,reg,25174
+AAC,2017-07-05,6.8100,7.0000,False,6.7000,7.0000,reg,44562
+AAC,2017-07-06,6.4100,7.0500,False,6.1000,6.8900,reg,114377
+AAC,2017-07-07,6.2800,6.5600,False,6.1500,6.4200,reg,112206
+AAC,2017-07-10,6.6100,7.1100,False,6.0300,6.2900,reg,151256
+AAC,2017-07-11,6.6500,6.7500,False,6.3900,6.7500,reg,71178
+AAC,2017-07-12,6.4000,6.7300,False,6.3600,6.5900,reg,88532
+AAC,2017-07-13,6.6600,6.7500,False,6.3400,6.3900,reg,73757
+AAC,2017-07-14,6.7600,7.0400,False,6.5400,6.6800,reg,123362
+AAC,2017-07-17,6.9100,6.9900,False,6.6900,6.8200,reg,42335
+AAC,2017-07-18,6.8600,7.1000,False,6.7300,6.9000,reg,102887
+AAC,2017-07-19,6.7400,6.9999,False,6.7000,6.8900,reg,51012
+AAC,2017-07-20,6.6400,6.8900,False,6.5800,6.7400,reg,52484
+AAC,2017-07-21,6.7500,6.8100,False,6.4500,6.6800,reg,133998
+AAC,2017-07-24,6.6900,6.8600,False,6.5100,6.7500,reg,96947
+AAC,2017-07-25,6.6600,6.8000,False,6.5800,6.8000,reg,43423
+AAC,2017-07-26,6.4600,6.6900,False,6.3900,6.6500,reg,117810
+AAC,2017-07-27,6.4300,6.5500,False,6.2600,6.4700,reg,92266
+AAC,2017-07-28,6.5200,6.5600,False,6.2950,6.4200,reg,73629
+AAC,2017-07-31,6.2700,6.5100,False,6.0700,6.5100,reg,212428
+AAC,2017-08-01,6.4700,6.5800,False,6.0900,6.3400,reg,91923
+AAC,2017-08-02,6.0600,6.4100,False,5.9900,6.4100,reg,148416
+AAC,2017-08-03,7.2900,7.3700,False,6.0720,6.5000,reg,322751
+AAC,2017-08-04,8.1400,8.3800,False,7.2300,7.3000,reg,440417
+AAC,2017-08-07,8.1400,8.3500,False,8.0000,8.0900,reg,213035
+AAC,2017-08-08,8.2800,8.5500,False,8.1100,8.1100,reg,153115
+AAC,2017-08-09,8.2100,8.2300,False,7.9000,8.2000,reg,143406
+AAC,2017-08-10,8.4300,8.7500,False,8.1550,8.3500,reg,218634
+AAC,2017-08-11,8.6700,8.7500,False,8.2000,8.4200,reg,75340
+AAC,2017-08-14,8.9800,9.2300,False,8.4600,8.7500,reg,122555
+AAC,2017-08-15,8.7700,8.9900,False,8.7200,8.9800,reg,60113
+AAC,2017-08-16,8.6900,8.9800,False,8.5180,8.7600,reg,123155
+AAC,2017-08-17,8.7800,9.0000,False,8.5100,8.6700,reg,119261
+AAC,2017-08-18,9.0500,9.1100,False,8.7000,8.7400,reg,55617
+AAC,2017-08-21,8.9800,9.1500,False,8.7900,9.0800,reg,143331
+AAC,2017-08-22,9.1200,9.2060,False,9.0200,9.0200,reg,61920
+AAC,2017-08-23,8.9300,9.1420,False,8.8400,9.1000,reg,48732
+AAC,2017-08-24,9.1200,9.1900,False,8.9000,8.9300,reg,60469
+AAC,2017-08-25,9.0100,9.2050,False,8.9700,9.1500,reg,50027
+AAC,2017-08-28,9.1400,9.3299,False,8.9578,9.0700,reg,46915
+AAC,2017-08-29,8.9800,9.1600,False,8.9000,9.1500,reg,65374
+AAC,2017-08-30,9.2100,9.2900,False,8.8700,9.0000,reg,52371
+AAC,2017-08-31,9.2900,9.4800,False,9.1400,9.2400,reg,82520
+AAC,2017-09-01,9.8000,9.8400,False,9.2900,9.2900,reg,67533
+AAC,2017-09-05,9.8200,9.9500,False,9.5800,9.8000,reg,80765
+AAC,2017-09-06,10.3600,10.4200,False,9.6938,9.8800,reg,104792
+AAC,2017-09-07,10.1600,10.3600,False,10.0100,10.3600,reg,57762
+AAC,2017-09-08,10.3500,10.4300,False,10.1300,10.1300,reg,47158
+AAC,2017-09-11,10.7700,10.8500,False,10.2800,10.2800,reg,59999
+AAC,2017-09-12,12.5800,13.0551,False,10.7500,10.7500,reg,484473
+AAC,2017-09-13,11.6500,12.5700,False,11.5300,12.5200,reg,156226
+AAC,2017-09-14,11.4000,12.2900,False,11.3310,12.1900,reg,216706
+AAC,2017-09-15,11.4000,11.5190,False,11.2100,11.4200,reg,232155
+AAC,2017-09-18,11.0000,11.4300,False,10.7252,11.4300,reg,118565
+AAC,2017-09-19,10.2000,11.0200,False,10.1700,11.0000,reg,130699
+AAC,2017-09-20,10.7400,10.8900,False,10.1300,10.1800,reg,163665
+AAC,2017-09-21,9.5400,10.8350,False,9.5200,10.7000,reg,142139
+AAC,2017-09-22,9.7700,9.9390,False,9.4400,9.6300,reg,100351
+AAC,2017-09-25,10.1300,10.2200,False,9.7300,9.7300,reg,201431
+AAC,2017-09-26,10.1500,10.5000,False,10.0000,10.1300,reg,116673
+AAC,2017-09-27,10.2300,10.4000,False,10.1150,10.1500,reg,99666
+AAC,2017-09-28,10.2400,10.3500,False,10.1200,10.2300,reg,87334
+AAC,2017-09-29,9.9300,10.3600,False,9.8100,10.2400,reg,79414
+AAC,2017-10-02,9.9900,10.0500,False,9.5800,9.9500,reg,91841
+AAC,2017-10-03,9.9900,10.2000,False,9.8400,10.0000,reg,110859
+AAC,2017-10-04,9.9500,10.0100,False,9.7248,10.0000,reg,43541
+AAC,2017-10-05,9.5900,10.1000,False,9.5600,9.9000,reg,123688
+AAC,2017-10-06,9.1700,9.6000,False,9.1500,9.5000,reg,103663
+AAC,2017-10-09,8.3700,9.2400,False,8.2600,9.1800,reg,168486
+AAC,2017-10-10,8.3300,8.4900,False,8.1600,8.4800,reg,147255
+AAC,2017-10-11,7.8000,8.3700,False,7.6800,8.1100,reg,361558
+AAC,2017-10-12,7.7200,7.9900,False,7.4100,7.8000,reg,188326
+AAC,2017-10-13,8.3500,8.4400,False,7.6900,7.7300,reg,133621
+AAC,2017-10-16,8.0300,8.5500,False,7.9500,8.2700,reg,257943
+AAC,2017-10-17,7.9300,8.0800,False,7.8300,7.9700,reg,105874
+AAC,2017-10-18,8.2000,8.3400,False,7.9300,7.9300,reg,101933
+AAC,2017-10-19,8.2400,8.3500,False,8.1350,8.2200,reg,58674
+AAC,2017-10-20,8.6300,8.7000,False,8.2323,8.2900,reg,106996
+AAC,2017-10-23,8.4500,8.6450,False,8.2300,8.6400,reg,115156
+AAC,2017-10-24,8.4200,8.6000,False,8.4100,8.4500,reg,37567
+AAC,2017-10-25,8.3000,8.4200,False,8.1100,8.4100,reg,41406
+AAC,2017-10-26,8.3200,8.4500,False,8.1300,8.3200,reg,72610
+AAC,2017-10-27,8.5600,8.6100,False,8.2000,8.4100,reg,59722
+AAC,2017-10-30,8.2000,8.5500,False,8.1100,8.5500,reg,68413
+AAC,2017-10-31,7.9200,8.3600,False,7.9200,8.1800,reg,143119
+AAC,2017-11-01,7.5500,7.9700,False,7.5300,7.9600,reg,118113
+AAC,2017-11-02,10.0200,10.9700,False,8.5750,8.9000,reg,567281
+AAC,2017-11-03,10.0800,10.4800,False,9.7700,10.3600,reg,369194
+AAC,2017-11-06,11.1400,11.3600,False,10.0000,10.0800,reg,270448
+AAC,2017-11-07,11.0700,11.1400,False,10.4100,11.1400,reg,177282
+AAC,2017-11-08,11.1100,11.9400,False,10.7636,11.0000,reg,972783
+AAC,2017-11-09,10.8800,11.3400,False,10.7203,11.0200,reg,152897
+AAC,2017-11-10,11.2800,11.4000,False,10.7350,10.9000,reg,143945
+AAC,2017-11-13,10.3200,11.3790,False,10.2400,11.2000,reg,212730
+AAC,2017-11-14,10.1600,10.3900,False,10.0900,10.2300,reg,105368
+AAC,2017-11-15,9.8100,10.1500,False,9.5500,10.0900,reg,263599
+AAC,2017-11-16,9.9300,10.2900,False,9.8000,10.0200,reg,177169
+AAC,2017-11-17,9.8200,10.1000,False,9.7900,9.9700,reg,142094
+AAC,2017-11-20,8.8900,9.8000,False,8.7900,9.6500,reg,277221
+AAC,2017-11-21,9.1000,9.4900,False,8.9900,8.9900,reg,162132
+AAC,2017-11-22,9.0400,9.2600,False,8.9700,9.0300,reg,150371
+AAC,2017-11-27,8.5900,9.0100,False,8.5300,8.9800,reg,142072
+AAC,2017-11-28,8.9800,9.0300,False,8.5650,8.5900,reg,177445
+AAC,2017-11-29,9.0900,9.3600,False,8.9500,8.9800,reg,270852
+AAC,2017-11-30,9.1300,9.2600,False,8.9400,9.1500,reg,166058
+AAC,2017-12-01,8.9700,9.2400,False,8.7300,9.2400,reg,174212
+AAC,2017-12-04,8.8400,9.1100,False,8.8000,9.0800,reg,155703
+AAC,2017-12-05,8.4400,8.8200,False,8.4100,8.8200,reg,170804
+AAC,2017-12-06,8.5000,8.5900,False,8.2600,8.4400,reg,163088
+AAC,2017-12-07,8.8900,8.9700,False,8.4014,8.8900,reg,131456
+AAC,2017-12-08,8.8500,8.9000,False,8.6900,8.9000,reg,127972
+AAC,2017-12-11,8.8000,8.9100,False,8.7150,8.8000,reg,130928
+AAC,2017-12-12,9.1100,9.1700,False,8.8200,8.8700,reg,175133
+AAC,2017-12-13,8.6200,9.0900,False,8.5300,9.0900,reg,172668
+AAC,2017-12-14,8.4800,8.8800,False,8.4000,8.6400,reg,210636
+AAC,2017-12-15,8.4200,8.8500,False,8.3700,8.4800,reg,278629
+AAC,2017-12-18,8.6000,8.8300,False,8.4300,8.4500,reg,187500
+AAC,2017-12-19,8.4300,8.7400,False,8.3600,8.5800,reg,181298
+AAC,2017-12-20,8.4900,8.6099,False,8.3300,8.4500,reg,115472
+AAC,2017-12-21,8.7000,8.7000,False,8.4280,8.4600,reg,319359
+AAC,2017-12-22,9.0700,9.1000,False,8.5400,8.7000,reg,210765
+AAC,2017-12-26,9.0200,9.1200,False,9.0000,9.0600,reg,61220
+AAC,2017-12-27,9.0400,9.1600,False,8.6700,9.0200,reg,152922
+AAC,2017-12-28,9.0100,9.2692,False,8.9800,9.0500,reg,95748
+AAC,2017-12-29,9.0000,9.2600,False,9.0000,9.0200,reg,108198
+AAC,2018-01-02,9.2700,9.3600,False,9.0000,9.0200,reg,109632
+AAC,2018-01-03,9.2500,9.3000,False,9.0200,9.2000,reg,129978
+AAC,2018-01-04,9.3200,9.4700,False,8.9900,9.2300,reg,102183
+AAC,2018-01-05,9.1200,9.3600,False,9.0900,9.3200,reg,97866
+AAC,2018-01-08,8.9100,9.1600,False,8.8800,9.0800,reg,183873
+AAC,2018-01-09,9.0500,9.1200,False,8.9100,9.0000,reg,83426
+AAC,2018-01-10,9.0100,9.0400,False,8.9500,9.0000,reg,81430
+AAC,2018-01-11,9.3000,9.7100,False,9.0300,9.0300,reg,101349
+AAC,2018-01-12,9.2700,9.4800,False,9.1600,9.2800,reg,95995
+AAC,2018-01-16,9.0600,9.4100,False,9.0000,9.3700,reg,70167
+AAC,2018-01-17,9.0300,9.1700,False,9.0000,9.1200,reg,105069
+AAC,2018-01-18,8.9900,9.1351,False,8.9800,9.0500,reg,166937
+AAC,2018-01-19,9.2000,9.2700,False,9.0000,9.0000,reg,111426
+AAC,2018-01-22,9.0800,9.2000,False,8.9400,9.2000,reg,139332
+AAC,2018-01-23,9.0200,9.1100,False,9.0000,9.0500,reg,54721
+AAC,2018-01-24,8.9500,9.0700,False,8.9100,9.0700,reg,117818
+AAC,2018-01-25,9.0500,9.0600,False,8.9000,9.0000,reg,204537
+AAC,2018-01-26,9.1700,9.2400,False,9.0900,9.1100,reg,62138
+AAC,2018-01-29,9.5000,9.7800,False,9.1700,9.1700,reg,173560
+AAC,2018-01-30,9.0800,9.4800,False,9.0000,9.4000,reg,83323
+AAC,2018-01-31,8.9500,9.2500,False,8.8200,9.0800,reg,122398
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