Starter Project

from sklearn import datasets import pandas as pd raw_data = datasets.load_iris() # Load iris dataset iris_df = pd.DataFrame(raw_data.data) iris_df['class'] = raw_data.target.astype('str') iris_df.columns=['sepal_length', 'sepal_width', 'petal_length', 'petal_width', 'class'] iris_df

!pip install plotly

Collecting plotly
  Downloading plotly-4.12.0-py2.py3-none-any.whl (13.1 MB)
     |████████████████████████████████| 13.1 MB 12.3 MB/s 
Collecting retrying>=1.3.3
  Downloading retrying-1.3.3.tar.gz (10 kB)
Requirement already satisfied: six in /opt/venv/lib/python3.7/site-packages (from plotly) (1.15.0)
Building wheels for collected packages: retrying
  Building wheel for retrying (setup.py) ... done
  Created wheel for retrying: filename=retrying-1.3.3-py3-none-any.whl size=11429 sha256=be96e4bba539c6aff2161ba181fbcb526a65bfd811f1e6dfcb126cf567c617d6
  Stored in directory: /home/jovyan/.cache/pip/wheels/f9/8d/8d/f6af3f7f9eea3553bc2fe6d53e4b287dad18b06a861ac56ddf
Successfully built retrying
Installing collected packages: retrying, plotly
Successfully installed plotly-4.12.0 retrying-1.3.3

import plotly.express as px fig = px.scatter(x=[0, 1, 2, 3, 4], y=[0, 1, 4, 9, 16]) fig.show()

!pip list

Package                Version
---------------------- ----------
async-generator        1.10
attrs                  20.3.0
backcall               0.2.0
bleach                 3.2.1
certifi                2020.6.20
chardet                3.0.4
cycler                 0.10.0
decorator              4.4.2
defusedxml             0.6.0
entrypoints            0.3
idna                   2.10
importlib-metadata     2.0.0
ipykernel              5.3.4
ipython                7.19.0
ipython-genutils       0.2.0
ipywidgets             7.5.1
jedi                   0.17.2
Jinja2                 2.11.2
joblib                 0.17.0
jsonschema             3.2.0
jupyter-client         6.1.7
jupyter-core           4.6.3
jupyterlab-pygments    0.1.2
kiwisolver             1.3.1
MarkupSafe             1.1.1
matplotlib             3.3.2
mistune                0.8.4
nbclient               0.5.1
nbconvert              6.0.7
nbformat               5.0.8
nest-asyncio           1.4.2
notebook               7.0.0.dev0
numpy                  1.19.4
packaging              20.4
pandas                 1.0.5
pandocfilters          1.4.3
parso                  0.7.1
pexpect                4.8.0
pickleshare            0.7.5
Pillow                 8.0.1
pip                    20.2.4
pluggy                 1.0.0.dev0
prometheus-client      0.8.0
prompt-toolkit         3.0.8
ptyprocess             0.6.0
Pygments               2.7.2
pyparsing              2.4.7
pyrsistent             0.17.3
python-dateutil        2.8.1
python-jsonrpc-server  0.4.0
python-language-server 0.4
pytz                   2020.4
pyzmq                  19.0.2
requests               2.24.0
scikit-learn           0.23.2
scipy                  1.5.4
Send2Trash             1.5.0
setuptools             50.3.2
six                    1.15.0
terminado              0.9.1
testpath               0.4.4
threadpoolctl          2.1.0
tornado                6.1
traitlets              5.0.5
ujson                  4.0.1
urllib3                1.25.11
wcwidth                0.2.5
webencodings           0.5.1
wheel                  0.35.1
widgetsnbextension     3.5.1
zipp                   3.4.0