How to retrieve data entries from SQLite3 using Python
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SQLite is one of the fastest ways to set up a SQL-ready database.
Once you store data in an SQLite3 you can easily reuse it where you want.
Here is how to retrieve data entries from an SQLite3 Database.
Here is the code
First, we connect to the database
import sqlite3
# We create the connection
con = sqlite3.connect('example.db')
# We create a cursor to perform our requests
cur = con.cursor()
Second, we create our table and fill it up with dummy data
# Create a table
cur.execute("CREATE TABLE revenues (date text, amount float, source text)")
# Insert multiple entries in the database
entries = [
('2020-11-31', 12349.2, 'shopify'),
('2020-12-31', 14523.2, 'shopify'),
('2021-01-31', 18029.4, 'shopify'),
('2021-02-29', 51023.3, 'shopify'),
('2021-03-31', 94400.3, 'shopify'),
]
cur.executemany("INSERT INTO revenues VALUES (?,?,?)", entries)
# Save (commit) the changes
con.commit()
Third, we retrieve data
One entry
cur.execute("select * from revenues").fetchone()
All entries
cur.execute("select * from revenues").fetchall()
All entries that match the condition
cur.execute("select * from revenues where amount >= 14000").fetchall()
Here you are! You now know how to retrieve data from an SQLite3 Database.
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A proven roadmap to prepare for $75K+ entry-level data roles. Perfect for Data Scientist ready to level up their career.
Build portfolios that hiring managers love
Master the Python and SQL essentials to be industry-ready
Practice with real interview questions from tech companies
Access to the $100k/y Data Scientist Cheatsheet
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