title: "World Map" author: "Raja CSP Raman" date: 2019-05-07 description: "-" type: technical_note draft: false
import geopandas
world = geopandas.read_file(geopandas.datasets.get_path("naturalearth_lowres"))
world
| pop_est | continent | name | iso_a3 | gdp_md_est | geometry | |
|---|---|---|---|---|---|---|
| 0 | 920938 … |
Category: geopandas
Read Moretitle: "XML File to Dictionary" author: "Rj" date: 2019-04-20 description: "List Test" type: technical_note draft: false
import xmltodict
import pprint
import json
with open('sample.xml') as fd:
doc1 = xmltodict.parse(fd.read())
doc1
OrderedDict([('note',
OrderedDict([('to', 'Tove'),
('from', 'Jani'),
('heading', 'Reminder'),
('body', "Don't forget me this weekend …Category: basics
Read Moretitle: "XML to Dictionary" author: "Rj" date: 2019-04-20 description: "List Test" type: technical_note draft: false
import xmltodict
import pprint
import json
xml_content = """
<note>
<to>Tove</to>
<from>Jani</from>
<heading>Reminder</heading>
<body>Don't forget me this weekend!</body>
</note>
"""
xml_content
"\n <note>\n <to>Tove</to>\n <from …Category: basics
Read Moretitle: "XML to JSON" author: "Rj" date: 2019-04-20 description: "List Test" type: technical_note draft: false
import xmltodict
import pprint
import json
xml_content = """
<note>
<to>Tove</to>
<from>Jani</from>
<heading>Reminder</heading>
<body>Don't forget me this weekend!</body>
</note>
"""
xml_content
"\n <note>\n <to>Tove</to>\n <from …Category: basics
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import pyutil as pyu
pyu.get_local_pyinfo()
'conda env: ml312-2024; pyv: 3.12.7 | packaged by Anaconda, Inc. | (main, Oct 4 2024, 13:27:36) [GCC 11.2.0]'
# !pip install yfinance --upgrade --no-cache-dir
print(pyu.ps2("pandas yfinance"))
pandas==2.2.3
yfinance==0.2.51
import yfinance as …Category: pandas
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import pyutil as pyu
pyu.get_local_pyinfo()
'conda env: ml312-2024; pyv: 3.12.7 | packaged by Anaconda, Inc. | (main, Oct 4 2024, 13:27:36) [GCC 11.2.0]'
print(pyu.ps2("pandas"))
pandas==2.2.3
import yfinance as yf
import pandas as pd
from datetime import datetime
# Define …Category: pandas
Read Moretitle: "YB Bikeshare Visualizer" author: "Raja CSP Raman" date: 2019-04-20 description: "-" type: technical_note draft: false
import pandas as pd
from yellowbrick.features import Rank2D
def load_yb_data(name = 'bikeshare'):
folder_path = name+'/'+name
return pd.read_csv('/Users/rajacsp/datasets/yb_data/'+(folder_path)+'.csv')
data = load_yb_data('bikeshare')
X = data[[
"season", "month", "hour", "holiday", "weekday …Category: yellowbrick
Read Moretitle: "YB Load Data" author: "Raja CSP Raman" date: 2019-04-20 description: "-" type: technical_note draft: false
import pandas as pd
def load_yb_data(name = 'energy'):
folder_path = name+'/'+name
return pd.read_csv('/Users/rajacsp/datasets/yb_data/'+(folder_path)+'.csv')
data = load_yb_data('spam')
print(data.head(2))
word_freq_make word_freq_address word_freq_all word_freq_3d \
0 0.21 0 …Category: yellowbrick
Read Moretitle: "YB Sample" author: "Raja CSP Raman" date: 2019-04-20 description: "-" type: technical_note draft: false
import pandas as pd
def load_yb_data(name = 'energy'):
folder_path = name+'/'+name
return pd.read_csv('/Users/rajacsp/datasets/yb_data/'+(folder_path)+'.csv')
from yellowbrick.features import ParallelCoordinates
from sklearn.model_selection import train_test_split
from sklearn.datasets import load_breast_cancer
# Load …Category: yellowbrick
Read More# Created: 20250103
import pyutil as pyu
pyu.get_local_pyinfo()
'conda env: ml312-2024; pyv: 3.12.7 | packaged by Anaconda, Inc. | (main, Oct 4 2024, 13:27:36) [GCC 11.2.0]'
print(pyu.ps2("requests"))
requests==2.32.3
Score: 0
Category: stockmarket
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