Starter Project

!pip install plotnine

WARNING: The directory '/home/jovyan/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
Collecting plotnine
  Downloading plotnine-0.7.1-py3-none-any.whl (4.4 MB)
     |████████████████████████████████| 4.4 MB 17.9 MB/s 
Requirement already satisfied: scipy>=1.2.0 in /opt/venv/lib/python3.7/site-packages (from plotnine) (1.5.4)
Collecting statsmodels>=0.11.1
  Downloading statsmodels-0.12.1-cp37-cp37m-manylinux1_x86_64.whl (9.5 MB)
     |████████████████████████████████| 9.5 MB 55.1 MB/s 
Requirement already satisfied: matplotlib>=3.1.1 in /opt/venv/lib/python3.7/site-packages (from plotnine) (3.3.3)
Collecting pandas>=1.1.0
  Downloading pandas-1.2.0-cp37-cp37m-manylinux1_x86_64.whl (9.9 MB)
     |████████████████████████████████| 9.9 MB 76.9 MB/s 
Collecting mizani>=0.7.1
  Downloading mizani-0.7.2-py3-none-any.whl (62 kB)
     |████████████████████████████████| 62 kB 52.3 MB/s 
Requirement already satisfied: numpy>=1.16.0 in /opt/venv/lib/python3.7/site-packages (from plotnine) (1.19.4)
Collecting descartes>=1.1.0
  Downloading descartes-1.1.0-py3-none-any.whl (5.8 kB)
Collecting patsy>=0.5.1
  Downloading patsy-0.5.1-py2.py3-none-any.whl (231 kB)
     |████████████████████████████████| 231 kB 102.2 MB/s 
Requirement already satisfied: kiwisolver>=1.0.1 in /opt/venv/lib/python3.7/site-packages (from matplotlib>=3.1.1->plotnine) (1.3.1)
Requirement already satisfied: python-dateutil>=2.1 in /shared-libs/python3.7/py-core/lib/python3.7/site-packages (from matplotlib>=3.1.1->plotnine) (2.8.1)
Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.3 in /shared-libs/python3.7/py-core/lib/python3.7/site-packages (from matplotlib>=3.1.1->plotnine) (2.4.7)
Requirement already satisfied: pillow>=6.2.0 in /opt/venv/lib/python3.7/site-packages (from matplotlib>=3.1.1->plotnine) (8.0.1)
Requirement already satisfied: cycler>=0.10 in /opt/venv/lib/python3.7/site-packages (from matplotlib>=3.1.1->plotnine) (0.10.0)
Requirement already satisfied: pytz>=2017.3 in /opt/venv/lib/python3.7/site-packages (from pandas>=1.1.0->plotnine) (2020.4)
Collecting palettable
  Downloading palettable-3.3.0-py2.py3-none-any.whl (111 kB)
     |████████████████████████████████| 111 kB 95.6 MB/s 
Requirement already satisfied: six in /shared-libs/python3.7/py-core/lib/python3.7/site-packages (from patsy>=0.5.1->plotnine) (1.15.0)
Installing collected packages: patsy, pandas, statsmodels, palettable, mizani, descartes, plotnine
  Attempting uninstall: pandas
    Found existing installation: pandas 1.0.5
    Uninstalling pandas-1.0.5:
      Successfully uninstalled pandas-1.0.5
Successfully installed descartes-1.1.0 mizani-0.7.2 palettable-3.3.0 pandas-1.2.0 patsy-0.5.1 plotnine-0.7.1 statsmodels-0.12.1
WARNING: You are using pip version 20.2.4; however, version 20.3.3 is available.
You should consider upgrading via the '/opt/venv/bin/python -m pip install --upgrade pip' command.

import pandas as pd # Load the data set df = pd.read_csv ('SF_bikeshare_stations.csv') df

	station_idint642 – 91	nameobject Santa Clara at Almaden1.4% Cowper at University1.4% 72 others97.3%	latitudefloat6437.33 – 37.805	longitudefloat64-122.419 – -121.877	dockcountint6411 – 35	landmarkobject San Francisco50% San Jose24.3% 3 others25.7%	installation_dateobject 2013-08-239.5% 2013-08-198.1% 19 others82.4%
0	4	Santa Clara at Almaden	37.333988	-121.894902	11	San Jose	2013-08-06
1	37	Cowper at University	37.448598	-122.159504	11	Palo Alto	2013-08-14
2	35	University and Emerson	37.444521	-122.16309299999999	11	Palo Alto	2013-08-15
3	32	Castro Street and El Camino Real	37.385956	-122.083678	11	Mountain View	2013-12-31
4	84	Ryland Park	37.342725	-121.89561699999999	15	San Jose	2014-04-09
Expand rows 5 - 68
69	61	2nd at Townsend	37.780526	-122.39028799999998	27	San Francisco	2013-08-22
70	67	Market at 10th	37.776619000000004	-122.41738500000001	27	San Francisco	2013-08-23
71	77	Market at Sansome	37.789625	-122.400811	27	San Francisco	2013-08-25
72	90	5th St at Folsom St	37.780148	-122.403158	31	San Francisco	2016-08-04
73	91	Cyril Magnin St at Ellis St	37.785908	-122.408891	35	San Francisco	2016-08-04
74 rows × 7 columns