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Jupyter Notebooks: How to print multiple outputs in a cell

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On my list of things that frustrate me when using notebooks is the fact that you do not see the output of every expression of a cell by default. For example, during an exploratory analysis phase, I want to see the result of two pandas operations or function within the same cell, because they belong to each other.

Luckily, there’s a Jupyter setting that you can change to print multiple outputs.

from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = 'all'

The ast_node_interactivity setting allows you to choose which results are shown as outputs. By setting it to ‘all’, every assign and expression will be shown. If that’s too much for you, here are the other options. I demonstrate what every option will return with two chunks of example code.

5 + 5
3 + 3
my_var = 6 + 6
10 - 10
for i in range(1,5):
    i * 2
  • last_expr: only print the last statement if it is an expression (default) — returns nothing twice
  • none: print nothing — returns nothing twice
  • last: prints the last expression, even if it is in a loop, without a nextline character. — returns nothing and ‘2468’
  • last_expr_or_assign: Print the last expression or assignment. Only for simple variables. It doesn’t work when you assign a value to a position in an array. — returns ’12’ and nothing
  • all: prints all expressions without a nextline character. — returns ‘106’

As you can see. Not all options are useful for simple expressions because the output of all expressions gets concatinated. Yet when you work with data frames, they will be aligned vertically, below each other.

In Google Colab, you cannot change the setting to last_expr_or_assign — it will crash your kernel. There’s a simple workaround: by installing the latest version of IPython, you will get access to the option.

!pip install -U ipython

Another problem solved!

Say thanks, ask questions or give feedback

Technologies get updated, syntax changes and honestly… I make mistakes too. If something is incorrect, incomplete or doesn’t work, let me know in the comments below and help thousands of visitors.

59 thoughts on “Jupyter Notebooks: How to print multiple outputs in a cell”

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    In Scarborough, Maine, having access to reliable electrical services is
    crucial due to the town’s growing residential and commercial infrastructure.
    LaPlante Electric provides essential services such as electrical wiring, circuit breaker repair, and lighting installation. Serving neighborhoods like Oak Hill
    and Pine Point, LaPlante Electric ensures that residents and businesses have dependable
    electrical systems to handle everything from routine maintenance to complex installations.
    The importance of having a skilled electrician in Scarborough cannot be overstated, as proper electrical
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    functionality in homes and workplaces.

    LaPlante Electric is located in Scarborough, a
    town founded in 1658. Scarborough has developed into a thriving community with a population of 20,352 as of
    2018 and 9,168 households. The town is conveniently connected by major
    highways, including State Route 207, which facilitates
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    The cost of electrical repairs in Scarborough can vary depending
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    Lastly, Scarborough Beach State Park is known for its surf and sand,
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    Each of these attractions provides unique experiences that highlight Scarborough’s diverse cultural and natural offerings.

    Choosing LaPlante Electric for electrical services in Scarborough is a wise decision for residents and businesses seeking reliable and efficient solutions.
    The company offers a comprehensive range of services, including electrical troubleshooting,
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    in homes and businesses.

    LaPlante Electric operates in Scarborough, a town founded in 1658.
    Scarborough has grown into a vibrant community with a population of 20,352 as of
    2018 and 9,168 households. The town is well-connected by major highways,
    including State Route 207, which facilitates easy travel across the region.
    An interesting fact about Scarborough is its combination of historical charm and modern amenities, making it an attractive place to live and work.
    The town offers a mix of residential, commercial, and recreational opportunities, contributing to its unique character and appeal.

    Electrical repair costs in Scarborough can vary widely depending on the type of service
    required. Basic services like outlet repair or lighting installation might
    range from $100 to $300, while more extensive work such as electrical panel upgrades or home
    rewiring can cost between $500 and $3,000. Scarborough
    experiences a range of temperatures, with summer highs reaching around 80°F
    and winter lows dropping to approximately 15°F.
    These temperature variations necessitate
    reliable electrical systems that can handle both heating and cooling demands, ensuring year-round comfort and
    safety for residents.

    Scarborough offers numerous points of interest that cater to a variety of preferences.
    Blue Point Preserve is a beautiful natural area perfect
    for outdoor activities and bird watching. Bug Light Park provides stunning views of the harbor and is a
    popular spot for picnics and kite flying. Crescent Beach State Park offers
    a pristine shoreline for swimming and sunbathing. The Eastern Trail is a scenic route for biking
    and hiking, connecting various parts of Scarborough. Lastly,
    Scarborough Beach State Park is known for its surf and sand,
    attracting visitors for its recreational opportunities.

    Each of these attractions offers unique experiences
    that highlight Scarborough’s diverse cultural and natural offerings.

    Choosing LaPlante Electric for electrical services
    in Scarborough is a wise decision for residents and businesses seeking reliable and efficient solutions.
    The company offers a comprehensive range of services, including electrical troubleshooting,
    surge protection, and smart home installation. LaPlante Electric’s commitment
    to quality workmanship and exceptional customer
    service ensures that all electrical needs are met promptly and professionally.
    For those living in Scarborough, LaPlante Electric is the trusted partner for maintaining a functional and safe electrical system,
    providing peace of mind and comfort throughout the year.

    In Scarborough, Maine, reliable electrical services are crucial due to the town’s growing residential and commercial infrastructure.
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    LaPlante Electric ensures that residents and businesses have dependable electrical systems to handle everything from
    routine maintenance to complex installations.

    The importance of having a skilled electrician in Scarborough cannot be
    overstated, as proper electrical maintenance and prompt repairs are vital for ensuring safety and functionality in homes and workplaces.

    LaPlante Electric is located in Scarborough, a town founded
    in 1658. Scarborough has developed into a thriving community with a population of 20,352 as of
    2018 and 9,168 households. The town is conveniently connected by major highways,
    including State Route 207, which facilitates easy travel across the region.
    An interesting fact about Scarborough is its rich history and scenic landscapes,
    making it a desirable place to live and visit. The town offers a blend of residential,
    commercial, and recreational opportunities, contributing to its charm and appeal.

    The cost of electrical repairs in Scarborough can vary depending on the service required.
    Basic services like outlet repair or lighting installation might range from $100 to
    $300, while more extensive work such as electrical panel upgrades
    or home rewiring can cost between $500 and $3,000.
    Scarborough experiences a range of temperatures, with summer
    highs reaching around 80°F and winter lows dropping to approximately 15°F.

    These temperature fluctuations make it essential for residents to have reliable electrical systems that can handle both heating and cooling needs,
    ensuring year-round comfort and safety.

    Scarborough offers numerous points of interest that cater to a variety
    of tastes and preferences. Blue Point Preserve
    is a beautiful natural area perfect for outdoor activities and bird watching.
    Bug Light Park provides stunning views of the harbor and is a
    popular spot for picnics and kite flying. Crescent Beach State Park offers a pristine shoreline for swimming and sunbathing.
    The Eastern Trail is a scenic route for biking and hiking, connecting various parts
    of Scarborough. Lastly, Scarborough Beach State Park is known for its surf and sand, attracting visitors
    for its recreational opportunities. Each of these attractions provides unique experiences that highlight Scarborough’s diverse
    cultural and natural offerings.

    Choosing LaPlante Electric for electrical services in Scarborough is a wise decision for residents and businesses seeking reliable and efficient solutions.
    The company offers a comprehensive range of services, including electrical troubleshooting, surge
    protection, and smart home installation. LaPlante Electric’s commitment to quality workmanship and exceptional
    customer service ensures that all electrical needs are met promptly
    and professionally. For those living in Scarborough, LaPlante
    Electric is the trusted partner for maintaining a functional and safe electrical system, providing peace of mind and comfort throughout
    the year.

    In Scarborough, Maine, maintaining reliable electrical systems is essential due to the town’s
    expanding infrastructure and diverse weather conditions.
    LaPlante Electric provides crucial services such as electrical wiring, circuit breaker
    repair, and lighting installation. Serving
    neighborhoods like Guildwood and Highland Creek, LaPlante Electric ensures that both residential and commercial clients have dependable electrical systems to handle various needs.

    The significance of having a skilled electrician in Scarborough cannot be overstated, as proper electrical maintenance and timely repairs are vital for ensuring
    safety and functionality in homes and businesses.

    LaPlante Electric operates in Scarborough, a town founded in 1658.

    Scarborough has grown into a vibrant community with a population of 20,352 as of 2018 and 9,168 households.
    The town is well-connected by major highways, including State Route 207, which facilitates easy travel across the region. An interesting fact about
    Scarborough is its combination of historical charm and modern amenities, making
    it an attractive place to live and work. The town offers a mix of residential, commercial, and recreational opportunities, contributing to its unique character and appeal.

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    In Scarborough, Maine, having access to reliable electrical services is
    crucial due to the town’s growing residential and commercial infrastructure.
    LaPlante Electric provides essential services such as electrical wiring, circuit breaker repair,
    and lighting installation. Serving neighborhoods like
    Oak Hill and Pine Point, LaPlante Electric ensures that residents and
    businesses have dependable electrical systems to handle everything
    from routine maintenance to complex installations. The importance of having
    a skilled electrician in Scarborough cannot be overstated, as proper electrical maintenance and
    prompt repairs are vital for ensuring safety and functionality in homes and workplaces.

    LaPlante Electric is located in Scarborough, a town founded in 1658.
    Scarborough has developed into a thriving community
    with a population of 20,352 as of 2018 and 9,168 households.

    The town is conveniently connected by major highways,
    including State Route 207, which facilitates easy travel across the region.
    An interesting fact about Scarborough is its rich history and scenic landscapes, making it a desirable place to live and visit.
    The town offers a blend of residential, commercial,
    and recreational opportunities, contributing to its charm and appeal.

    The cost of electrical repairs in Scarborough can vary depending on the service required.
    Basic services like outlet repair or lighting installation might range from $100 to $300, while
    more extensive work such as electrical panel upgrades or home rewiring can cost between $500
    and $3,000. Scarborough experiences a range of temperatures, with summer
    highs reaching around 80°F and winter lows dropping to approximately 15°F.
    These temperature fluctuations make it essential
    for residents to have reliable electrical systems that can handle both heating and
    cooling needs, ensuring year-round comfort and safety.

    Scarborough offers numerous points of interest that cater to a variety of tastes and preferences.
    Blue Point Preserve is a beautiful natural area perfect for outdoor activities and bird watching.
    Bug Light Park provides stunning views of the harbor and is a popular spot for
    picnics and kite flying. Crescent Beach State Park offers a pristine shoreline for swimming and sunbathing.
    The Eastern Trail is a scenic route for
    biking and hiking, connecting various parts of Scarborough.
    Lastly, Scarborough Beach State Park is known for its surf and sand, attracting visitors for its recreational opportunities.
    Each of these attractions provides unique experiences that highlight Scarborough’s diverse cultural and natural
    offerings.

    Choosing LaPlante Electric for electrical services in Scarborough is
    a wise decision for residents and businesses seeking reliable and
    efficient solutions. The company offers a comprehensive range of services, including electrical troubleshooting, surge protection, and smart home installation. LaPlante Electric’s commitment to quality workmanship and exceptional customer service
    ensures that all electrical needs are met promptly and professionally.
    For those living in Scarborough, LaPlante Electric is the trusted partner for maintaining a functional
    and safe electrical system, providing peace of mind and comfort throughout the year.

    In Scarborough, Maine, maintaining reliable electrical systems is essential due to the town’s expanding infrastructure
    and diverse weather conditions. LaPlante Electric provides crucial services such as
    electrical wiring, circuit breaker repair, and lighting installation. Serving neighborhoods like Bendale and
    Blue Point, LaPlante Electric ensures that both residential
    and commercial clients have dependable electrical systems to
    handle various needs. The significance of having a skilled electrician in Scarborough cannot be
    overstated, as proper electrical maintenance and timely repairs are vital for ensuring safety and functionality in homes and businesses.

    LaPlante Electric operates in Scarborough, a town founded in 1658.
    Scarborough has grown into a vibrant community with a population of 20,352 as of
    2018 and 9,168 households. The town is well-connected
    by major highways, including State Route 207, which
    facilitates easy travel across the region. An interesting
    fact about Scarborough is its combination of historical charm and modern amenities,
    making it an attractive place to live and work.
    The town offers a mix of residential, commercial, and recreational
    opportunities, contributing to its unique character
    and appeal.

    Electrical repair costs in Scarborough can vary widely depending on the type of service
    required. Basic services like outlet repair or lighting installation might range from $100 to
    $300, while more extensive work such as electrical panel upgrades or home rewiring can cost between $500 and $3,000.
    Scarborough experiences a range of temperatures, with summer highs reaching around
    80°F and winter lows dropping to approximately 15°F.
    These temperature variations necessitate reliable electrical
    systems that can handle both heating and cooling demands, ensuring year-round comfort
    and safety for residents.

    Scarborough offers numerous points of interest that cater to a variety of preferences.

    Blue Point Preserve is a beautiful natural area perfect for outdoor activities and bird watching.
    Bug Light Park provides stunning views of the harbor and is a popular spot for picnics and kite flying.
    Crescent Beach State Park offers a pristine shoreline for swimming and sunbathing.
    The Eastern Trail is a scenic route for biking and hiking, connecting various parts of Scarborough.
    Lastly, Scarborough Beach State Park is known for its surf
    and sand, attracting visitors for its recreational opportunities.

    Each of these attractions offers unique experiences that highlight Scarborough’s diverse cultural and
    natural offerings.

    Choosing LaPlante Electric for electrical services in Scarborough is a wise decision for residents and businesses seeking reliable and efficient
    solutions. The company offers a comprehensive range
    of services, including electrical troubleshooting, surge
    protection, and smart home installation.
    LaPlante Electric’s commitment to quality workmanship and exceptional customer
    service ensures that all electrical needs are met promptly and professionally.
    For those living in Scarborough, LaPlante Electric is the trusted
    partner for maintaining a functional and safe electrical system, providing peace of mind and comfort
    throughout the year.

    In Scarborough, Maine, reliable electrical services are crucial due to the town’s growing residential and commercial infrastructure.
    LaPlante Electric provides essential services such as electrical wiring, circuit breaker repair, and lighting installation. Serving neighborhoods like Cliffside and Eight Corners, LaPlante Electric ensures that residents and businesses have dependable electrical systems to handle everything from routine maintenance
    to complex installations. The importance of having a skilled electrician in Scarborough cannot be overstated,
    as proper electrical maintenance and prompt repairs are vital for ensuring safety and functionality in homes
    and workplaces.

    LaPlante Electric is located in Scarborough, a town founded
    in 1658. Scarborough has developed into a thriving community with a population of
    20,352 as of 2018 and 9,168 households. The town is conveniently connected by major highways, including State Route 207, which facilitates easy travel across the region.
    An interesting fact about Scarborough is its rich history
    and scenic landscapes, making it a desirable place to live
    and visit. The town offers a blend of residential, commercial,
    and recreational opportunities, contributing to its charm and appeal.

    The cost of electrical repairs in Scarborough can vary depending on the service
    required. Basic services like outlet repair or lighting installation might range from $100 to $300, while more extensive work such as electrical panel
    upgrades or home rewiring can cost between $500
    and $3,000. Scarborough experiences a range of temperatures, with summer
    highs reaching around 80°F and winter lows dropping to approximately 15°F.
    These temperature fluctuations make it essential for residents to have
    reliable electrical systems that can handle both heating and cooling needs, ensuring year-round comfort and safety.

    Scarborough offers numerous points of interest that cater to a variety of tastes and preferences.
    Blue Point Preserve is a beautiful natural area perfect for outdoor activities and bird watching.
    Bug Light Park provides stunning views of the harbor and is a popular spot for picnics and kite
    flying. Crescent Beach State Park offers a pristine shoreline
    for swimming and sunbathing. The Eastern Trail is a scenic route for biking and
    hiking, connecting various parts of Scarborough. Lastly,
    Scarborough Beach State Park is known for its surf and
    sand, attracting visitors for its recreational
    opportunities. Each of these attractions provides unique experiences that highlight Scarborough’s diverse
    cultural and natural offerings.

    Choosing LaPlante Electric for electrical services in Scarborough is a wise decision for residents and businesses seeking reliable and efficient solutions.
    The company offers a comprehensive range of services, including electrical troubleshooting, surge protection, and smart
    home installation. LaPlante Electric’s commitment to quality workmanship and
    exceptional customer service ensures that all electrical needs are met
    promptly and professionally. For those living in Scarborough, LaPlante Electric is
    the trusted partner for maintaining a functional and safe electrical system, providing
    peace of mind and comfort throughout the year.

    In Scarborough, Maine, maintaining reliable electrical systems is essential due
    to the town’s expanding infrastructure and
    diverse weather conditions. LaPlante Electric provides crucial services such as
    electrical wiring, circuit breaker repair,
    and lighting installation. Serving neighborhoods like Guildwood and Highland Creek, LaPlante Electric ensures that both residential and commercial clients have dependable electrical systems
    to handle various needs. The significance of having a skilled electrician in Scarborough cannot be overstated,
    as proper electrical maintenance and timely repairs are vital for
    ensuring safety and functionality in homes and businesses.

    LaPlante Electric operates in Scarborough, a town founded in 1658.
    Scarborough has grown into a vibrant community with a population of 20,352 as of 2018 and 9,168 households.
    The town is well-connected by major highways, including
    State Route 207, which facilitates easy travel across the region. An interesting fact about Scarborough is its combination of historical charm and modern amenities, making it an attractive
    place to live and work. The town offers a mix of residential, commercial, and recreational opportunities,
    contributing to its unique character and appeal.

    Reply

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