From 4719be85677dd0d5a7cc1b0e257c89d63d538045 Mon Sep 17 00:00:00 2001 From: RohanUnni Date: Thu, 29 Nov 2018 04:36:49 +0000 Subject: [PATCH 1/4] Done --- q01_plot/build.py | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/q01_plot/build.py b/q01_plot/build.py index 0425964..f5e441f 100644 --- a/q01_plot/build.py +++ b/q01_plot/build.py @@ -1,8 +1,19 @@ +# %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') +#%matplotlib inline plt.switch_backend('agg') +data = pd.read_csv('data/house_prices_multivariate.csv') +num_cols=['LotArea','GarageArea','OpenPorchSF','SalePrice'] + +# Write your code here: +def plot(num_cols): + for i in range(0,len(num_cols)): + sns.distplot(data[num_cols[i]],kde=False) + plt.show() +plot(num_cols) + + -# Write your code here : From 9290d100c6f1a03dd6aa6706c9922104ad8aa179 Mon Sep 17 00:00:00 2001 From: RohanUnni Date: Thu, 29 Nov 2018 05:04:47 +0000 Subject: [PATCH 2/4] Done --- q02_plot/build.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/q02_plot/build.py b/q02_plot/build.py index 67b4924..55b8a13 100644 --- a/q02_plot/build.py +++ b/q02_plot/build.py @@ -1,11 +1,17 @@ +# %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') +data = pd.read_csv('data/house_prices_multivariate.csv') # Write your code here: +num_cols=['LotArea','GarageArea','OpenPorchSF','SalePrice'] +def plot(num_cols): + for i in range(0,len(num_cols)): + sns.boxplot(y=data[num_cols[i]]) + plt.show() +plot(num_cols) From 30110ad1fa6c6f6bc6c917790b0b45df6849843c Mon Sep 17 00:00:00 2001 From: RohanUnni Date: Thu, 29 Nov 2018 05:24:33 +0000 Subject: [PATCH 3/4] Done --- q03_regression_plot/build.py | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/q03_regression_plot/build.py b/q03_regression_plot/build.py index 2aaf8f6..c3712a1 100644 --- a/q03_regression_plot/build.py +++ b/q03_regression_plot/build.py @@ -1,15 +1,21 @@ +# %load q03_regression_plot/build.py # Default imports import pandas as pd import seaborn as sns import matplotlib.pyplot as plt - - -data = pd.read_csv('data/house_prices_multivariate.csv') plt.switch_backend('agg') +data = pd.read_csv('data/house_prices_multivariate.csv') # Write your code here +sp=data.SalePrice +gla=data.GrLivArea +def regression_plot(gla,sp): + sns.lmplot('GrLivArea','SalePrice',data=data) + plt.show() +regression_plot(gla,sp) + From d14bd46c009320a5ad7ed79dca1d934212e34ea9 Mon Sep 17 00:00:00 2001 From: RohanUnni Date: Thu, 29 Nov 2018 05:30:22 +0000 Subject: [PATCH 4/4] Done --- q04_cor/build.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/q04_cor/build.py b/q04_cor/build.py index f3fae50..bb47d90 100644 --- a/q04_cor/build.py +++ b/q04_cor/build.py @@ -1,10 +1,17 @@ +# %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') +data = pd.read_csv('data/house_prices_multivariate.csv') # Write your code here +def cor(data): + sns.heatmap(data.corr()) + plt.show() +cor(data) + + +