conda, then install pip, and then use pip to install those packages: conda install pip pip install django 2.2.3 Installing from PyPI pandas can be installed via pip from PyPI. pip install pandas 2.2 read_csv('data/iris.data') In [75]: iris.head() Out[75]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1.5 0 iris['SepalLength']) ....: .head()) ....: Out[76]: SepalLength SepalWidth PetalLength PetalWidth Name sepal_ratio 0 5.1 3.5 1.4 0.2 Iris-setosa 0.686275 1 4.9 3.0 1.4 0.2 Iris-setosa 0.612245 2 4.7 3.2 1.3 0.2 Iris-setosa

conda, then install pip, and then use pip to install those packages: conda install pip pip install django 44 Chapter 2. Getting started pandas: powerful Python data analysis toolkit, Release 1.0.0 Installing read_csv('data/iris.data') In [75]: iris.head() Out[75]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1 ...: .head()) ....: Out[76]: SepalLength SepalWidth PetalLength PetalWidth Name sepal_ratio 0 5.1 3.5 1.4 0.2 Iris-setosa 0.686275 1 4.9 3.0 1.4 0.2 Iris-setosa 0.612245 2 4.7 3.2 1.3 0.2 Iris-setosa

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2388 5 Release Notes 2389 5.1 Version 1.0 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . conda, then install pip, and then use pip to install those packages: conda install pip pip install django 6 Chapter 1. Getting started pandas: powerful Python data analysis toolkit, Release 1.0.5 Installing read_csv('data/iris.data') In [75]: iris.head() Out[75]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2384 5 Release Notes 2385 5.1 Version 1.0 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . conda, then install pip, and then use pip to install those packages: conda install pip pip install django 6 Chapter 1. Getting started pandas: powerful Python data analysis toolkit, Release 1.0.4 Installing read_csv('data/iris.data') In [75]: iris.head() Out[75]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2482 5 Release notes 2483 5.1 Version 1.1 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . conda, then install pip, and then use pip to install those packages: conda install pip pip install django 6 Chapter 1. Getting started pandas: powerful Python data analysis toolkit, Release 1.1.1 Installing read_csv('data/iris.data') In [78]: iris.head() Out[78]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2482 5 Release notes 2483 5.1 Version 1.1 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . conda, then install pip, and then use pip to install those packages: conda install pip pip install django 6 Chapter 1. Getting started pandas: powerful Python data analysis toolkit, Release 1.1.0 Installing read_csv('data/iris.data') In [78]: iris.head() Out[78]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1

check_array_indexer . . . . . . . . . . . . . . . . . . . . . . . . . . . 2309 5 Development 2313 5.1 Contributing to pandas . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . conda, then install pip, and then use pip to install those packages: conda install pip pip install django 8 Chapter 2. Getting started pandas: powerful Python data analysis toolkit, Release 1.0.3 Installing read_csv('data/iris.data') In [75]: iris.head() Out[75]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2760 5 Release notes 2761 5.1 Version 1.3 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . conda, then install pip, and then use pip to install those packages: conda install pip pip install django Installing from PyPI pandas can be installed via pip from PyPI. pip install pandas Installing read_csv("data/iris.data") In [83]: iris.head() Out[83]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2760 5 Release notes 2761 5.1 Version 1.3 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . conda, then install pip, and then use pip to install those packages: conda install pip pip install django Installing from PyPI pandas can be installed via pip from PyPI. pip install pandas Installing read_csv("data/iris.data") In [83]: iris.head() Out[83]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2681 5 Release notes 2683 5.1 Version 1.3 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . conda, then install pip, and then use pip to install those packages: conda install pip pip install django Installing from PyPI pandas can be installed via pip from PyPI. pip install pandas Installing read_csv("data/iris.data") In [83]: iris.head() Out[83]: SepalLength SepalWidth PetalLength PetalWidth Name 0 5.1 3.5 1.4 0.2 Iris-setosa 1 4.9 3.0 1.4 0.2 Iris-setosa 2 4.7 3.2 1.3 0.2 Iris-setosa 3 4.6 3.1 1