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projeto

Disney Movies and Box Office Success

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Actualizado 09/2024
Explore Disney movie data, then build a linear regression model to predict box office success.
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Incluído comPremium or Teams

PythonData ManipulationData VisualizationProbability & Statistics45 minutos10 Tasks1,500 XP5,195

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Descrição do Projeto

Disney Movies and Box Office Success

Since the 1930s, Walt Disney Studios has released more than 600 films covering a wide range of genres. While some movies are indeed directed towards kids, many are intended for a broad audience. In this project, you will analyze data to see how Disney movies have changed in popularity since its first movie release. You will also perform hypothesis testing to see what aspects of a movie contribute to its success. This project assumes that you can manipulate data using pandas and can make basic plots using Seaborn. You should also be familiar with statistical inference and be able to perform two-sample bootstrap hypothesis tests for difference of means. The dataset used in this project is a modified version of the Disney Character Success dataset from [Kelly Garrett](https://data.world/kgarrett/disney-character-success-00-16).

Disney Movies and Box Office Success

Explore Disney movie data, then build a linear regression model to predict box office success.
Iniciar projeto gratuitamente
  • 1

    The dataset

  • 2

    Top ten movies at the box office

  • 3

    Movie genre trend

  • 4

    Visualize the genre popularity trend

  • 5

    Data transformation

  • 6

    The genre effect

  • 7

    Confidence intervals for regression parameters (i)

  • 8

    Confidence intervals for regression parameters (ii)

  • 9

    Confidence intervals for regression parameters (iii)

  • 10

    Should Disney make more action and adventure movies?

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Ao continuar, você aceita nossos Termos de Uso, nossa Política de Privacidade e que seus dados são armazenados nos EUA.