Questions tagged [google-trends]

Google Trends is a public web facility of Google Inc., based on Google Search, that shows how often a particular search-term is entered relative to the total search-volume across various regions of the world, and in various languages.

Google Trends is a public web facility of Google Inc., based on Google Search, that shows how often a particular search-term is entered relative to the total search-volume across various regions of the world, and in various languages.

The horizontal axis of the main graph represents time (starting from 2004), and the vertical is how often a term is searched for relative to the total number of searches, globally. Below the main graph, popularity is broken down by countries, regions, cities and language. Note that what Google calls "language", however, does not display the relative results of searches in different languages for the same term(s). It only displays the relative combined search volumes from all countries that share a particular language (see "flowers" vs "fleurs"). It is possible to refine the main graph by region and time period. On August 5, 2008, Google launched Google Insights for Search, a more sophisticated and advanced service displaying search trends data. On September 27, 2012, Google merged Google Insights for Search into Google Trends.

Google Hot Trends

Google Hot Trends is an addition to Google Trends which displays the top 20 hot, i.e., fastest rising, searches (search-terms) of the past hour in the United States. This is for searches that have recently experienced a sudden surge in popularity. For each of the search-terms, it provides a 24-hour search-volume graph as well as blog, news and web search results. Hot Trends has a history feature for those wishing to browse past hot searches. Hot Trends can be installed as an iGoogle Gadget. Hot Trends is also available as an hourly Atom web feed.

Google Trends for websites

Since 2008 there has been a sub-section of Google Trends which analyses traffic for websites, rather than traffic for search terms. This is a similar service to that provided by Alexa Internet. The Google Trends for Websites became unavailable after the September 27th, 2012 release of the new google trends product

Google Trends API

An API to accompany the Google Trends service was announced by Marissa Mayer, former vice president of search-products at Google. This was announced in 2007, A few unofficial Google Trends API tools have been released, along with a wiki detailing them and simple access to Google Trends data.

Implications of data

A group of researchers at Wellesley College examined data from Google Trends and analyzed how effective a tool it could be in predicting U.S. Congressional elections in 2008 and 2010. In highly contested races where data for both candidates were available, the data successfully predicted the outcome in 33.3% of cases in 2008 and 39% in 2010. The authors conclude that, compared to the traditional methods of election forecasting, incumbency and New York Times polls, and even in comparison with random chance, Google Trends did not prove to be a good predictor of either the 2008 or 2010 elections.

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Automating pulling csv files off google Trends

pyGTrends does not seem to work. Giving errors in Python. pyGoogleTrendsCsvDownloader seems to work, logs in, but after getting 1-3 requests (per day!) complains about exhausted quota, even though manual download with the same login/IP works…
user1831060
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Using simple models on Google Trends data to predict something doesn't work as expected

I'm using Google Trends to develop a simple model to predict the future trend for a set of search terms. I took inspiration from this blog post and tried to do basically the same thing to other search terms, trying to find the best models for this…
m.i.n.a.r.
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How do I work with the results of pytrends?

so I'm new to python and ran into a problem using pytrends. I'm trying to compare 5 search terms and store the sum in a CSV. The problem I'm having right now is I can't seem to isolate an individual element returned. I have the data, I can see it,…
Lienne
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Can I add a Google Trends graph to Google Data Studio?

I would like to add a Google Trends chart for a specific search term to my Google Data Studio report, but Trends is not an option in the Data Source list. I wasn't able to find an option to embed JavaScript either. Is it possible to add a Trends…
Ravia
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Google Trends API not good json when read into python

Using HTTP requests in Python I was able to get a response, however neither json nor simplejson modules are able to unpackage it. Both claim that the input is not good json. import requests import json html_base =…
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How to log in to Google with Python Requests module?

I would like interact with Google Trends using Python Requests module. Google Trends requires authentication in order to access Google Trends data. Is there a way to programmatically log in with Requests? It does not seem like OAuth 2.0 will work…
user1642513
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400 error when using Pytrends Python package

I am getting a "ResponseError: The request failed: Google returned a response with code 400." whilst using the pytrends package. Here is my script: import pytrends from pytrends.request import TrendReq import pandas as pd import time import…
JackNesbitt
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Google Trends fetchComponent doesn't work anymore, any alternatives?

There is no public Google Trends API to deal with, this article shows a hack of how to use fetchComponent and was working for almost two years without any problems! But, this hack doesn't work!…
Mohammed AlBanna
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Google Trends embed_loader URL

We have an app that embeds a Google Trend chart. However every couple of months the chart stops working. Each time it seems that the embed JS version has been incremented and the old version is no longer available. This was today's fix: -
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gtrendsR gconnect authenticatePage2 gives error code 400

I try to connect from a Proxy-server and I could access gtrends data until mid last week in this way. Now I can still sign up through Internet Explorer, but not through gconnect. Google does not ask for any additional verification when connecting…
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Using regular expressions with R's google trend -gtrendr

I would like to use the gtrends command to search keywords. The basic syntax is simple as in the following: special.kw<-gtrends("special") However, I would like to search for more than just "special". I would also like to include in the keyword…
Cyrus Mohammadian
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How to get Google Trends top 10 search terms in R?

In R I would like to get the top 10 search terms from Google Trends for a given category. For example the top 10 search terms for category autmotive are included in this url: url <-…
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Google trends scraping with R by Metro Area

I'm using the following code in R to download data from Google Trends, that I took mostly from here http://christophriedl.net/2013/08/22/google-trends-with-r/ ############################################ ## Query GoogleTrends from R ## ## by…
Brian Feld
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Can't embed google trends graph in HTML page

I'm trying to embed this Google Trends chart on my HTML page but it just don't show up. https://www.google.com/trends/explore#q=%2Fm%2F07wc_c%2C%20%2Fm%2F0gtszpv%2C%20%2Fm%2F09zx_p%2C%20%2Fm%2F03lt2r&cmpt=q&tz= Code: