You* probably have already done polyglot data analysis

Python and SQL

sql = """
select value
from measures
where value > 0
"""

cursor = dbcon.cursor()
cursor.execute(sql)
result=cursor.fetchall()
	    

• Hardly groundbreaking.
• That's polyglot data analysis though.
• Without SQL ?

Python and ORMs

cursor = dbcon.cursor()
sql = """
select value
from measures
where value > 0
"""
cursor.execute(sql)
result = cursor.fetchall()
		    

• SQLAlchemy
• Django ORM
• Peewee
• PonyORM
• SQLObject

result = (Measure
          .select()
          .where(Measure.value > 0))
	    

Python vs R ?

PythonR !

Ladies and gentlemen, start your engines!

docker run --rm -it -p 8888:8888 \
            rpy2/jpd-pdapr-slides
	    

	      docker-machine ip [MACHINE]