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q01_read_csv_data_to_df/build.py

@@ -1,8 +1,12 @@
-# Default Imports
 import pandas as pd
 
-# Path has been given to you already to use in function.
-path = "data/ipl_dataset.csv"
+def read_csv_data_to_df(path) :
+    df=pd.read_csv(path)
+    data=pd.DataFrame(df)
+    return data
+
+print(read_csv_data_to_df('data/ipl_dataset.csv'))
+
+
 
-# Solution
 

q02_get_unique_values/build.py

@@ -1,6 +1,15 @@
-from greyatomlib.pandas_project.q01_read_csv_data_to_df.build import read_csv_data_to_df
+import pandas as pd
+
+def read_csv_data_to_df(path) :
+    df=pd.read_csv(path)
+    data=pd.DataFrame(df)
+    return data
+
+def get_unique_venues() :
+    datas=read_csv_data_to_df('data/ipl_dataset.csv');
+    return datas.venue.unique()
+
+print(get_unique_venues())
+
 
-# You have been given the dataset already in 'ipl_df'.
-ipl_df = read_csv_data_to_df("data/ipl_dataset.csv")
 
-#Solution

q03_get_run_counts/build.py

@@ -1,8 +1,16 @@
-# Default Imports
-from greyatomlib.pandas_project.q01_read_csv_data_to_df.build import read_csv_data_to_df
+import pandas as pd
 
-# You have been given the dataset already in 'ipl_df'.
-ipl_df = read_csv_data_to_df("./data/ipl_dataset.csv")
+def read_csv_data_to_df(path) :
+    df=pd.read_csv(path)
+    data=pd.DataFrame(df)
+    return data
+
+def get_run_counts() :
+    datas=read_csv_data_to_df('data/ipl_dataset.csv');
+    #df=datas.groupby('runs').count()
+
+    return datas['runs'].value_counts()
+
+print(get_run_counts())
 
-# Solution
 

q04_get_match_specific_df/build.py

@@ -1,7 +1,15 @@
-from greyatomlib.pandas_project.q01_read_csv_data_to_df.build import read_csv_data_to_df
+import pandas as pd
 
-# You have been given dataset already in 'ipl_df'.
-ipl_df = read_csv_data_to_df("./data/ipl_dataset.csv")
+def read_csv_data_to_df(path) :
+    df=pd.read_csv(path)
+    data=pd.DataFrame(df)
+    return data
+def get_match_specific_df(match_code):
+    datas=read_csv_data_to_df('data/ipl_dataset.csv');
+    output=datas.loc[(datas['match_code']==match_code)]
+    #print(output)
+    return output
+
+print(get_match_specific_df(598057))
 
-# Solution
 

q05_create_bowler_filter/build.py

@@ -1,7 +1,16 @@
-# Default imports
-from greyatomlib.pandas_project.q01_read_csv_data_to_df.build import read_csv_data_to_df
+import pandas as pd
+
+def read_csv_data_to_df(path) :
+    df=pd.read_csv(path)
+    data=pd.DataFrame(df)
+    return data
+
+def create_bowler_filter(name):
+    datas=read_csv_data_to_df('data/ipl_dataset.csv');
+    output=(datas['bowler']==name)
+    #print(output)
+    return output
+
+print(create_bowler_filter('I Sharma'))
 
-# You have been given dataset already in 'ipl_df'.
-ipl_df = read_csv_data_to_df("./data/ipl_dataset.csv")
 
-# Solution

q06_get_match_innings_runs/build.py

@@ -1,11 +1,17 @@
-# Default Imports
-from greyatomlib.pandas_project.q01_read_csv_data_to_df.build import read_csv_data_to_df
+import pandas as pd
 
-# You have been given dataset already in 'ipl_df'.
-ipl_df = read_csv_data_to_df("data/ipl_dataset.csv")
+def read_csv_data_to_df(path) :
+    df=pd.read_csv(path)
+    data=pd.DataFrame(df)
+    return data
 
-# Solution
+def get_match_innings_runs():
+    datas=read_csv_data_to_df('data/ipl_dataset.csv');
+    output=datas.groupby('inning').sum()['runs']
+   # print(output)
+    return output.sum()
 
+print(get_match_innings_runs())
 
 
 

q07_get_run_counts_by_match/build.py

@@ -1,7 +1,21 @@
-# Default Imports
-from greyatomlib.pandas_project.q01_read_csv_data_to_df.build import read_csv_data_to_df
+import pandas as pd
+
+def read_csv_data_to_df(path) :
+    df=pd.read_csv(path,index_col=['match_code', 'runs'], 
+        usecols=['match_code', 'runs'])
+    data=pd.DataFrame(df)
+    return data
+
+def get_runs_counts_by_match():
+    datas=read_csv_data_to_df('data/ipl_dataset.csv');
+    #output=datas['runs']
+    #output2=datas['match_code']
+   # data1=pd.DataFrame(columns=datas['runs'],index=datas['match_code'])
+    table = pd.pivot_table(datas, index=['match_code'],columns=['runs'],aggfunc=len)
+    #print(table)
+    return table
+
+print(get_runs_counts_by_match())
+
 
-# You have been give the dataset already in 'ipl_df'.
-ipl_df = read_csv_data_to_df("./data/ipl_dataset.csv")
 
-# Solution