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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Addition/subtraction of integers and integer-arrays with Timestamp is no longer supported. Instead of adding/subtracting `n`, use `n * obj.freq`

I am using pytrends library to extract google trends and i am getting the following error: Addition/subtraction of integers and integer-arrays with Timestamp is no longer supported. Instead of adding/subtracting n, use n * obj.freq timeframes =…
Bushra Akram
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API alternative to Google trends

Is there any API that I can use to rank search terms according to their popularity? An official Google API was announced to be released, however there isn't any. Any suggestions on what I may use alternatively?
dungeon_master
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What does "ValueError: No objects to concatenate" mean and how can I fix it?

I try to get data from google trends in a g sheet. First time it runned smoothly, second time not so much. I got an error called: ValueError: No objects to concatenate I searched this error on Stack Overflow before but couldn't find any solutions.…
Luca
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Access Google Trends Data without a wrapper, or with the API: Python

I am trying to write a Python program to gather data from Google Trends (GT)- specifically, I want to automatically open URLs and access the specific values that are displayed in the line graphs: I would be happy with downloading the CSV files, or…
harry
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Pytrends: The request failed: Google returned a response with code 429

I'm using Pytrends to extract Google trends data, like: from pytrends.request import TrendReq pytrend = TrendReq() pytrend.build_payload(kw_list=['bitcoin'], cat=0, timeframe=from_date+' '+today_date) And it returns an error: ResponseError: The…
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Why google retrieves different info to scrapers

I have been working with pytrends, a package to retrieve google trends data, a long while now and realised that the results I get on the browser and using pytrends differ quite a bit. After checking the request each are doing, the only difference I…
Apollo
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Google Trend Crawler code 429 error

I am new to python and using unofficial pytrends API to crawl Google Trend. I have 2000+ keywords as DNA list and try to crawl data. When I run this code, it appears with "Google returned a response with code 429" even though I added time.sleep(1).…
EJ Kang
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gtrendsR Error: widget$status_code == 200 is not TRUE

I work with the most recent version of devtools::install_github('PMassicotte/gtrendsR') Until yesterday evening all was well. Then I got this error message: Error: widget$status_code == 200 is not TRUE code: trend1 = gtrends("google", geo = c(""),…
nemja
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Downloading .csv file from Google Trends

I'm looking to download Google Trends data from URLs that I create via code. These URLs, when put into the browser (I use firefox) show a save prompt where I can choose to open or save the file when looking through the browser. However, I am hoping…
Elucid
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Google Trends widget - Related queries - change view from Top to Rising via automatic click (ng-click)

Google Trends allows to embed widgets of search trends data on any HTML page. The widget "Related queries" presents data of Top and Rising search queries. By default when the embedded widget loads it shows the Top queries. I would like to show by…
Martinx
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What is the time zone used in the Google trends data?

I have not been able to find an answer in the docs, and since the lowest level of aggregation is daily I cannot figure it out from the data. If I use the Google trends API (or trends.google.com), what is the time zone for the underlying data used in…
Mauricio
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Get another timezone in pytrend API offset

i am very new in pytrends api from here however i don't understand how to define the offset timezone. The tutorial goes like this pytrends = TrendReq(hl='en-US', tz=360) with documentation for the tz (i assume timezone) tz : Timezone Offset For…
Vira Xeva
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pytrends (Google Trends) daily freq

I am using the pytrends python package to pull search term popularity. It looks like the default frequency is weekly but I need daily data. Is there a parameter to adjust for that? I can't seem to find anything. Here is some code to get you to the…
Merv Merzoug
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Pytrends trend results not similar with manually downloaded data

I use pytrends to automatically download data in csv from google trend. The code i used is below. In this case, i am downloading a monthly google trend data from 2008 to present. from pytrends.request import TrendReq from urllib.parse import…
python novice
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Today Google Trends for specific query

I fetch necessary data from Google Trends using the following URL: http://www.google.com/trends/fetchComponent?q=doctor&cid=TIMESERIES_GRAPH_0&export=3&date=4/2013+3m&hl=en-US But the output of Google Trends does not contain data for yesterday and…
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