From 72211002950906d613d3a857b629eaaa87d7128b Mon Sep 17 00:00:00 2001 From: Jiacheng Date: Sat, 13 Mar 2021 16:00:22 -0500 Subject: [PATCH 1/6] add example --- README.md | 25 +++++++++++++++++++++++++ images/imputer_output.png | Bin 0 -> 4098 bytes images/outlier_ouput.png | Bin 0 -> 8192 bytes 3 files changed, 25 insertions(+) create mode 100644 images/imputer_output.png create mode 100644 images/outlier_ouput.png diff --git a/README.md b/README.md index 05266c9..f820b06 100644 --- a/README.md +++ b/README.md @@ -47,11 +47,36 @@ data = pd.DataFrame({ 'PetalWidthCm':[0.2, 0.1, 0.2], 'Species':['Iris-setosa','Iris-virginica', 'Iris-germanica'] }) + +data_with_NA = pd.DataFrame({ + 'SepalLengthCm':[5.1, 4.9, 4.7], + 'SepalWidthCm':[1.4, 1.4, 1.3], + 'PetalWidthCm':[0.2, 0.1, None] + }) + +data_with_outlier = pd.DataFrame({ + 'SepalLengthCm':[5.1, 4.9, 4.7, 5.2, 5.1, 5.2, 5.1, 4.8], + 'SepalWidthCm':[1.4, 1.4, 1.3, 1.2, 1.2, 1.3, 1.6, 1.3], + 'PetalWidthCm':[0.2, 0.1, 30, 0.2, 0.3, 0.1, 0.4, 0.5] + }) ``` The eda_utils_py will help you to: - Diagnose data quality: Resolve skewed data by identifing missing data and outlier and provide corresponding remedy. +```python +imputer(data_with_NA) +``` +Output: + +![imputer_output](images/imputer_output.png) + +```python +outlier_identifier(data_with_outlier, method = "median") +``` +Output: + +![outlier_output](images/outlier_output.png) - This package can help you easily plot a correlation matrix along with its values to help explore data. diff --git a/images/imputer_output.png b/images/imputer_output.png new file mode 100644 index 0000000000000000000000000000000000000000..e5473e390631e1cb2115e98310852a0ccf38a42f GIT binary patch literal 4098 zcmb7HcQjo4zL$d}>gY90;%LFhK}0)Die&T}gJ`3dVaDhT<`6`Q8s!k>>LG%OAfpU| zOb{i(;Al}N5=I?;#+`Hjd279Q?^^fmwf5e>viAD@_THcNO)@iqaIlK7GB7Z3=}fdP=GuY2!tnB&$w#tZ5WBEFmG6iBGNyA>X^|>LWz`dUyDMu{-$GhY{PnH|fS@Oy$&FoG7JpmNc(fy8w zqV3L=PV^CZ4M%p0cJx<2IzcUx3b%11M{Og)Rh}O)7o$muddrC9j}j7Dze(9}XWq?* 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ztMQSF+Glisb3c-`f-w0rcr@TVWu^pmmG6ETg0|td1u%QRX`Fq6i9Cf4z*{}bYzwBS zJG$hEx=kXifkCuB*BR7-?GdOkKR^FlE03(#VTXfP#l8Df^R7G%3m-13 zsTp|!0NbeT@fg&8kM4{a0be0?hns0l!12+ofnjMbH~dqF!39V*j^_7!Baki?r)=hV%R!Wb!H?`& zC#hE3+17ZMp)%Wol$D`hxPAi>Wx5qbJ6!xiOljgU|0AC@aGm4j-?CyxT=4e*al>ua!S Date: Sat, 13 Mar 2021 21:01:47 +0000 Subject: [PATCH 2/6] 0.1.6 Automatically generated by python-semantic-release --- eda_utils_py/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/eda_utils_py/__init__.py b/eda_utils_py/__init__.py index 66a87bb..2fb2513 100644 --- a/eda_utils_py/__init__.py +++ b/eda_utils_py/__init__.py @@ -1 +1 @@ -__version__ = '0.1.5' +__version__ = '0.1.6' From 48fe5f2d462abf66d58d02c5fc703c74eb258da2 Mon Sep 17 00:00:00 2001 From: GitHub Action Date: Sat, 13 Mar 2021 21:01:48 +0000 Subject: [PATCH 3/6] Bump versions --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 53f3c7e..33668b8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "eda_utils_py" -version = "0.1.5" +version = "0.1.6" description = "Python package that contains util functions for eda process" authors = ["Chuang Wang "] license = "MIT" From e716431d379be75ab4ad2db47e0cb78a2a508659 Mon Sep 17 00:00:00 2001 From: Jiacheng Date: Sat, 13 Mar 2021 16:02:20 -0500 Subject: [PATCH 4/6] fix typo --- images/{outlier_ouput.png => outlier_output.png} | Bin 1 file changed, 0 insertions(+), 0 deletions(-) rename images/{outlier_ouput.png => outlier_output.png} (100%) diff --git a/images/outlier_ouput.png b/images/outlier_output.png similarity index 100% rename from images/outlier_ouput.png rename to images/outlier_output.png From 235674e2c702ffdcebfef7d20832485eb3521a70 Mon Sep 17 00:00:00 2001 From: semantic-release Date: Sat, 13 Mar 2021 21:03:33 +0000 Subject: [PATCH 5/6] 0.1.7 Automatically generated by python-semantic-release --- eda_utils_py/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/eda_utils_py/__init__.py b/eda_utils_py/__init__.py index 2fb2513..124e462 100644 --- a/eda_utils_py/__init__.py +++ b/eda_utils_py/__init__.py @@ -1 +1 @@ -__version__ = '0.1.6' +__version__ = '0.1.7' From f6cfd23b8080b56d1ffa478cd57f9669d1633319 Mon Sep 17 00:00:00 2001 From: GitHub Action Date: Sat, 13 Mar 2021 21:03:34 +0000 Subject: [PATCH 6/6] Bump versions --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 33668b8..96576d5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "eda_utils_py" -version = "0.1.6" +version = "0.1.7" description = "Python package that contains util functions for eda process" authors = ["Chuang Wang "] license = "MIT"