From 2f411851825c5a48a18bfd3ca1ffc968e61c9f6e Mon Sep 17 00:00:00 2001
From: sannidh <soniknitr@gmail.com>
Date: Sun, 21 Oct 2018 17:34:55 +0000
Subject: [PATCH 1/4] Done

---
 q01_plot/build.py | 20 ++++++++++++++++++--
 1 file changed, 18 insertions(+), 2 deletions(-)

diff --git a/q01_plot/build.py b/q01_plot/build.py
index 0425964..f3b4b15 100644
--- a/q01_plot/build.py
+++ b/q01_plot/build.py
@@ -1,8 +1,24 @@
+# %load q01_plot/build.py
+# Default imports
 import matplotlib.pyplot as plt
 import seaborn as sns
 import pandas as pd
 
 data = pd.read_csv('data/house_prices_multivariate.csv')
-plt.switch_backend('agg')
 
-# Write your code here :
+def plot(num_cols):
+    num_cols=['LotArea' ,'GarageArea', 'OpenPorchSF', 'SalePrice']
+    for i in range(0,len(num_cols),2):
+        if len(num_cols)>i+1:
+            plt.figure(figsize=(10,4))
+            plt.subplot(121)
+            sns.distplot(data[num_cols[i]], hist=True, kde=False)
+            plt.subplot(122)
+            sns.distplot(data[num_cols[i+1]], hist=True, kde=False)
+            plt.tight_layout()
+            plt.show()
+        else:
+            sns.distplot(data[num_cols[i]], hist=True, kde=False)
+
+
+

From 77aeff6ce9cb7b9783e4e889b1b126cc13dd24fc Mon Sep 17 00:00:00 2001
From: sannidh <soniknitr@gmail.com>
Date: Sun, 21 Oct 2018 17:40:02 +0000
Subject: [PATCH 2/4] Done

---
 q02_plot/build.py | 18 ++++++++++++++++--
 1 file changed, 16 insertions(+), 2 deletions(-)

diff --git a/q02_plot/build.py b/q02_plot/build.py
index 67b4924..563d474 100644
--- a/q02_plot/build.py
+++ b/q02_plot/build.py
@@ -1,11 +1,25 @@
+# %load q02_plot/build.py
 # Default imports
 import pandas as pd
 import matplotlib.pyplot as plt
 import seaborn as sns
 
 data = pd.read_csv('data/house_prices_multivariate.csv')
-plt.switch_backend('agg')
+
+def plot(num_cols):
+    num_cols=['LotArea' ,'GarageArea', 'OpenPorchSF', 'SalePrice']
+    facet=None
+    for i in range(0,len(num_cols),2):
+        if len(num_cols) > i+1:
+            plt.figure(figsize=(10,4))
+            plt.subplot(121)
+            sns.boxplot(facet,num_cols[i],data=data)
+            plt.subplot(122)            
+            sns.boxplot(facet,num_cols[i+1],data=data)
+            plt.tight_layout()
+            plt.show()
+        else:
+            sns.boxplot(facet,num_cols[i],data=data)
 
 
-# Write your code here:
 

From dd32a369a279ee094fdfea96a8599d145300148e Mon Sep 17 00:00:00 2001
From: sannidh <soniknitr@gmail.com>
Date: Sun, 21 Oct 2018 17:46:35 +0000
Subject: [PATCH 3/4] Done

---
 q03_regression_plot/build.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/q03_regression_plot/build.py b/q03_regression_plot/build.py
index 2aaf8f6..06ec44f 100644
--- a/q03_regression_plot/build.py
+++ b/q03_regression_plot/build.py
@@ -1,3 +1,4 @@
+# %load q03_regression_plot/build.py
 # Default imports
 
 import pandas as pd
@@ -6,11 +7,11 @@
 
 
 data = pd.read_csv('data/house_prices_multivariate.csv')
-plt.switch_backend('agg')
-
-
-# Write your code here
 
+def regression_plot(var1, var2):
+    var1, var2='GrLivArea', 'SalePrice'
+    sns.lmplot(var1, var2, data=data, fit_reg=True)
+    plt.show();
 
 
 

From f63e7e8510b2db1efd6481dcd6d77d0caf56b23c Mon Sep 17 00:00:00 2001
From: sannidh <soniknitr@gmail.com>
Date: Sun, 21 Oct 2018 17:51:31 +0000
Subject: [PATCH 4/4] Done

---
 q04_cor/build.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/q04_cor/build.py b/q04_cor/build.py
index f3fae50..98b3f68 100644
--- a/q04_cor/build.py
+++ b/q04_cor/build.py
@@ -1,10 +1,15 @@
+# %load q04_cor/build.py
 # Default imports
 import pandas as pd
 import matplotlib.pyplot as plt
 import seaborn as sns
 
 data = pd.read_csv('data/house_prices_multivariate.csv')
-plt.switch_backend('agg')
+
+def cor(df):
+    df=data
+    sns.heatmap(df.corr(), cmap='plasma',annot=True)
+    plt.show();
+
 
 
-# Write your code here