From b91084d214725abbc69ffe7104f403985731641c Mon Sep 17 00:00:00 2001 From: Maciej Nasinski Date: Fri, 17 Nov 2023 15:10:49 +0100 Subject: [PATCH] load_boston --- src/multidim/data/boston.csv | 507 +++++++++++++++++++++++++++++++++++ src/multidim/data/boston.dta | Bin 0 -> 53502 bytes src/multidim/datasets.py | 10 + tests/test_datasets.py | 2 + 4 files changed, 519 insertions(+) create mode 100644 src/multidim/data/boston.csv create mode 100644 src/multidim/data/boston.dta diff --git a/src/multidim/data/boston.csv b/src/multidim/data/boston.csv new file mode 100644 index 0000000..54bc3c7 --- /dev/null +++ b/src/multidim/data/boston.csv @@ -0,0 +1,507 @@ +"CRIM","ZN","INDUS","CHAS","NOX","RM","AGE","DIS","RAD","TAX","PTRATIO","B","LSTAT","MEDV" +0.00632,18,2.31,0,0.538,6.575,65.2,4.09,1,296,15.3,396.9,4.98,24 +0.02731,0,7.07,0,0.469,6.421,78.9,4.9671,2,242,17.8,396.9,9.14,21.6 +0.02729,0,7.07,0,0.469,7.185,61.1,4.9671,2,242,17.8,392.83,4.03,34.7 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zK|8$BB4_GmM|mg)vft%8lnSp|Da*qyIulo19_sth8egYp8lpHpZ?mHagZ9h2IhN+V z|A?Dwsk**2_y%&|UA{WL*uxJJ#Lso*(Ce$EnJ zF?g+OO+OZPUApL3r?SUh* DataFrame: sour = _get_file_path("cerealnut.dta") with as_file(sour) as fil: return read_stata(fil) + +def load_boston() -> DataFrame: + """load boston dataset + Returns: + pandas.DataFrame: depresja dataset + """ + sour = _get_file_path("boston.dta") + with as_file(sour) as fil: + return read_stata(fil) diff --git a/tests/test_datasets.py b/tests/test_datasets.py index 9ffa667..0eccbba 100755 --- a/tests/test_datasets.py +++ b/tests/test_datasets.py @@ -9,6 +9,7 @@ load_nauczyciele, load_euro, load_depresja, + load_boston ) from pandas import DataFrame from numpy import ndarray @@ -25,3 +26,4 @@ def test_load_datasets(): assert isinstance(load_nauczyciele(), DataFrame) assert isinstance(load_depresja(), DataFrame) assert isinstance(load_indeks_spol(), ndarray) + assert isinstance(load_boston(), DataFrame)