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You're reading from  Time Series Analysis with Python Cookbook

Product typeBook
Published inJun 2022
PublisherPackt
ISBN-139781801075541
Edition1st Edition
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Tarek A. Atwan
Tarek A. Atwan
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Tarek A. Atwan

Tarek A. Atwan is a data analytics expert with over 16 years of international consulting experience, providing subject matter expertise in data science, machine learning operations, data engineering, and business intelligence. He has taught multiple hands-on coding boot camps, courses, and workshops on various topics, including data science, data visualization, Python programming, time series forecasting, and blockchain at various universities in the United States. He is regarded as a data science mentor and advisor, working with executive leaders in numerous industries to solve complex problems using a data-driven approach.
Read more about Tarek A. Atwan

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Writing time series data to Snowflake

Snowflake has become a very popular cloud database option for building big data analytics, due to its scalability, performance, and being SQL-oriented (a columnar-stored relational database).

Snowflake's connector for Python simplifies the interaction with the database whether it's for reading or writing data, or, more specifically, the built-in support for pandas DataFrames. In this recipe, you will use the sensor IoT dataset prepared in the Writing time series data to InfluxDB recipe. The technique applies to any pandas DataFrame that you plan to write to Snowflake.

Getting ready

To connect to Snowflake, you will need to install the Snowflake Python connector.

To install using Conda, run the following:

conda install -c conda-forge snowflake-sqlalchemy snowflake-connector-python

To install using pip, run the following:

pip install "snowflake-connector-python[pandas]"
pip install --upgrade snowflake-sqlalchemy...
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Time Series Analysis with Python Cookbook
Published in: Jun 2022Publisher: PacktISBN-13: 9781801075541
© 2022 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Tarek A. Atwan

Tarek A. Atwan is a data analytics expert with over 16 years of international consulting experience, providing subject matter expertise in data science, machine learning operations, data engineering, and business intelligence. He has taught multiple hands-on coding boot camps, courses, and workshops on various topics, including data science, data visualization, Python programming, time series forecasting, and blockchain at various universities in the United States. He is regarded as a data science mentor and advisor, working with executive leaders in numerous industries to solve complex problems using a data-driven approach.
Read more about Tarek A. Atwan

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