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Author Topic: Search Volume as a Forecasting Indicator  (Read 4652 times)
niko (OP)
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August 24, 2012, 05:35:46 AM
 #1

Google search volume has been mentioned over and over again as a relevant indicator. Presumably, a spike in search volume is a bullish sign. Alternative explanations go along the lines of search volume following the price, not the other way around.

Here you can see overlapped historical bitcoin prices from MtGox with Google search volume for "bitcoin". Conveniently, the "exact" search volume scale (as opposed to the relative scale) mostly matches the USD exchange rate, so it's all on the same unnamed y-axis.

Bitcoin price data are daily average, while google data are unfortunately compounded weekly. I have therefore placed google data points on the 4th day of the week.

Also shown are the same data in log scale so no detail is lost in the valleys.

What do you think? To me, the conclusion is obvious and solid, but I'll only post it here after others have commented.






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Killerpotleaf
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August 24, 2012, 05:42:00 AM
 #2

this graph lead me to believe the resent dump of coins was a really dumb ass move.

on second thought... maybe it was a needed correction

nvm ... still ... CONFUSED!


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Elwar
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August 24, 2012, 12:58:29 PM
 #3

The Bitcoin price is a good indicator of how the google search traffic will be.

Use it at your own discression!

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August 24, 2012, 01:15:04 PM
 #4

yes, there is a correlation, but i don't think it's that easy to jump to any conclusions. the search volume is probably an aggregated value for the past 30 days, or even more. you don't know how exactly google does the calculation! the price doesn't have this kind of lag.
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August 24, 2012, 01:20:03 PM
 #5

bitcoins are over-priced at the moment!   Cheesy

n8rwJeTt8TrrLKPa55eU
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August 24, 2012, 01:58:17 PM
 #6

The chart tells me that the only way to make money from this correlation...is if one could buy/sell a futures contract on search volume for the "Bitcoin" keyword Smiley
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August 24, 2012, 02:12:00 PM
 #7

The Bitcoin price is a good indicator of how the google search traffic will be.

Use it at your own discression!

If only we could short Google search volume.

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August 24, 2012, 03:07:12 PM
 #8

The Bitcoin price is a good indicator of how the google search traffic will be.

Use it at your own discression!

If only we could short Google search volume.

proudhon, you are one handsome bull!  Wink
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August 24, 2012, 03:30:45 PM
 #9

the search volume index is charted at percentage scale, btw. you're comparing it to bitcoin price in linear scale and log scale.

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augustocroppo
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August 24, 2012, 03:52:38 PM
 #10

Google search volume has been mentioned over and over again as a relevant indicator. Presumably, a spike in search volume is a bullish sign. Alternative explanations go along the lines of search volume following the price, not the other way around.

So, where you got the data for the graph? Share your references, so anyone can verify the data reliability.
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August 24, 2012, 03:59:00 PM
 #11


What I see is a trailing indicator: price moves and then search
volume follows. In other words, not particularly useful.


It's only useless until someone starts a google search volume futures exchange.

https://www.bitcoin.org/bitcoin.pdf
While no idea is perfect, some ideas are useful.
niko (OP)
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August 24, 2012, 04:17:08 PM
 #12

Google search volume has been mentioned over and over again as a relevant indicator. Presumably, a spike in search volume is a bullish sign. Alternative explanations go along the lines of search volume following the price, not the other way around.

So, where you got the data for the graph? Share your references, so anyone can verify the data reliability.

Search volume is available from google, e.g. https://www.google.com/trends/?q=bitcoin&ctab=0&geo=all&date=ytd&sort=0

Quote
9. How is the data scaled?

The data is scaled based on the average search traffic of the term you’ve entered.

There are two modes of scaling – relative and fixed – and the only difference between them is the time frame that’s used to calculate the average. However, fixed scaling is only available as a .csv export. Please note that the ability to see numbers on the graph and to export this data with either mode of scaling are available only after you’ve signed into your Google Account for Trends.

Bitcoin prices were obtained from bitcoincharts.com, compounded daily as described in OP.

the search volume index is charted at percentage scale, btw. you're comparing it to bitcoin price in linear scale and log scale.

According to Google:
Quote
In fixed mode, the data is scaled to the average traffic for your term during a fixed point in time (usually January 2004). In our example, 1.0 would be the average traffic of dogs in January 2004. If you chose 2006 as your time frame, you would be comparing data for dogs in 2006 to its data in January 2004. Since the scale basis (1.0) doesn’t change with time, you can look at different time periods, and relate them to each other. (Note: For keywords without a historical record, it may not be possible to establish a fixed scale).

It is not clear how they establish reference volume for keywords that didn't appear in 2004, but regardsless the scale is arbitrary and fixed. Anyhow, the values were close so I didn't bother including secondary y-axis, that is all.

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August 24, 2012, 05:12:24 PM
 #13

bitcoincharts has a percentage scale option, and uses the start date of the chart as 100%. Choosing the same start date where you find 1.0 on a google chart would produce the most accurate comparison.

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niko (OP)
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August 24, 2012, 06:26:19 PM
 #14

bitcoincharts has a percentage scale option, and uses the start date of the chart as 100%. Choosing the same start date where you find 1.0 on a google chart would produce the most accurate comparison.
The y-axis scale is irrelevant. I wanted to track how changes in search volume and in price correlate in time. It doesn't even have to be on the same plot, as long as time scales are same we should be able to see what's happening.

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August 24, 2012, 07:32:06 PM
 #15

My take: Bitcoin enthusiasts are generally long on Bitcoin, and the general level of excitement/chatter/blagging/instant messaging on Bitcoin-related topics varies in response to the exchange rate.

This chatting/blagging/instant messaging/etc. creates an ongoing flow of bored/reluctant girlfriends/family members/friends/work colleagues who go on Google to find out what all that 'Bitcoins' [sic] nonsense is all about.

lol

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August 24, 2012, 07:46:37 PM
 #16

makes sense  Grin
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August 31, 2012, 12:22:30 PM
 #17

bitcoins are over-priced at the moment!   Cheesy

Yeah, according to googles graph bitcoin should be somewhere around $7.
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September 05, 2012, 10:15:16 PM
 #18

This is the reason I just went all in.
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September 05, 2012, 10:17:39 PM
 #19

can someone update that google search graph after today's Romney Effect?
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September 05, 2012, 10:20:49 PM
 #20

can someone update that google search graph after today's Romney Effect?

I tried to check today's activity but google doesn't show today's results?

http://www.google.com/trends/?q=bitcoin&ctab=0&geo=all&date=mtd&sort=0
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