Premium project

Comparing Search Interest with Google Trends

Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.

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10 Tasks1,500 XP

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Project Description

Time series data is everywhere; from temperature records, to unemployment rates, to the S&P 500 Index. Another rich source of time series data is Google Trends, where you can freely download the search interest of terms and topics from as far back as 2004. This project dives into manipulating and visualizing Google Trends data to find unique insights. In this project’s guided variant, you will explore the search data underneath the Kardashian family's fame and make custom plots to find how the most famous Kardashian/Jenner sister has changed over time. In the unguided variant, you will analyze the worldwide search interest of five major internet browsers to calculate metrics such as rolling average and percentage change.

Project Tasks

  1. 1
    The sisters and Google Trends
  2. 2
    Better "kolumn" names
  3. 3
    Pesky data types
  4. 4
    From object to integer
  5. 5
    From object to datetime
  6. 6
    Set month as index
  7. 7
    The early Kim hype
  8. 8
    Kylie's rise
  9. 9
    Smooth out the fluctuations with rolling means
  10. 10
    Who's more famous? The Kardashians or the Jenners?
Technologies
Python Python
Topics
Data ManipulationData VisualizationImporting & Cleaning Data
David Venturi Headshot

David Venturi

Data Science Educator
David graduated from Queen's University with a dual degree in Chemical Engineering and Economics. After working for a year, he discovered online education (in the early MOOC era) and became enamored with its potential. He has since created content to help people navigate the space, including a DIY data science master's program, Class Central's Data Science Career Guide, courses for Udacity's Data Analyst Nanodegree program, and several DataCamp courses and projects. Visit his website to say hi!
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