Hub
Pricing About
  • Software
  • Blog
  • Forum
  • Events
  • Documentation
  • About KNIME
  • KNIME Community Hub
  • simonedigreg
  • Spaces
  • Public
  • FinalProjectMKT
  • Workflow Final Challenge
WorkflowWorkflow

The Impact of Movie Posters and Data on Boxoffice Revenues

IMDb Text Mining Boxoffice Image Feature Extraction Face Detection
+10
Simonedigreg profile image

Last edited: 

Drag & drop
Like
Download workflow
Copy short link
Workflow preview
This workflow aims at performing inference on boxoffice revenues (adjusted for dollar inflation with CPI) by combining information from structured data about movies from IMDb and scraped posters retrieved through TMDB and its API, complying with the related Terms of Service. Text mining on movie titles is performed with the lexicon approach, while image feature analysis is performed in two steps, face detection through a pre trained convolutional neural network (MTCNN) and image feature extraction (labels and colors) through Google Cloud Vision API. Portability is ensured through Knime URL protocol and Conda Environment Propagation. To make the workflow run, all the data and all the workflows present in its Knime Hub directory need to be present in the working directory (please check their description in order to check their requirements and in order to configure them in the right way). The posters folder is just a placeholder, every poster needs to be scraped again, and it will be saved there. Additionally, the main dataset needs to be downloaded (and put in the working directory) from the given link in the external resources section of this page. Please remove the space in the name of the downloaded .csv file before execution.

External resources

  • CPI index to adjust for dollar inflation
  • Main dataset download (GitHub Repository)

Used extensions & nodes

Created with KNIME Analytics Platform version 4.5.1
  • Go to item
    KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.4.2, 4.5.1

    knime
  • Go to item
    KNIME Expressions Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.1

    knime
  • Go to item
    KNIME HCS Tools Trusted extension

    Max Planck Institute of Molecular Cell Biology and Genetics (MPI-CBG), Dresden, Germany

    Version 4.0.0

    mpicbg-tds
  • Go to item
    KNIME Interactive R Statistics Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.4.2, 4.5.0

    knime
  • Go to item
    KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.4.2, 4.5.1

    knime
  • Go to item
    KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.4.2, 4.5.0

    knime
  • Go to item
    KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.4.0, 4.5.0

    knime
  • Go to item
    KNIME Python Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.1

    knime
  • Go to item
    KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.4.2, 4.5.0

    knime
  • Go to item
    KNIME ServerSpace Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.14.1

    knime
  1. Go to item
  2. Go to item
  3. Go to item
  4. Go to item
  5. Go to item
  6. Go to item
Loading deployments
Loading ad hoc executions

Legal

By using or downloading the workflow, you agree to our terms and conditions.

Discussion
Discussions are currently not available, please try again later.

KNIME
Open for Innovation

KNIME AG
Talacker 50
8001 Zurich, Switzerland
  • Software
  • Getting started
  • Documentation
  • E-Learning course
  • Solutions
  • KNIME Hub
  • KNIME Forum
  • Blog
  • Events
  • Partner
  • Developers
  • KNIME Home
  • KNIME Open Source Story
  • Careers
  • Contact us
Download KNIME Analytics Platform Read more on KNIME Business Hub
© 2023 KNIME AG. All rights reserved.
  • Trademarks
  • Imprint
  • Privacy
  • Terms & Conditions
  • Credits