📊Python implementation of the Colin Talks Crypto Bitcoin Bull Run Index (CBBI).

Overview

Colin Talks Crypto Bitcoin Bull Run Index (CBBI)

This is a Python implementation of the Colin Talks Crypto Bitcoin Bull Run Index (CBBI). It makes use of multiple metrics to evaluate the confidence that we are at the peak of the current Bitcoin's bull run.

If you want to learn more on that topic, watch this video.

View an example output

preview image

Visit the project's website

Bookmark it and receive the most recent updates with just a single click. The confidence value is updated a few times a day. No installation required.

Check out this demo

asciicast

Usage

Recommended Python version: 3.7

Install required packages

$ pip install -r requirements.txt

Execute the script

$ py main.py --help
$ py main.py

Metrics

The current CBBI version (May 2021) includes the following metrics:

Name Link
The Golden 51%-49% Ratio Visit page
Google Trends for "Bitcoin" Visit page
Stock-to-Flow Chart Visit page
Pi Cycle Top Indicator Visit page
2 Year Moving Average Visit page
Bitcoin Trolololo Trend Line Visit page
RUPL/NUPL Chart Visit page
Puell Multiple Visit page
MVRV Z-Score Visit page
RHODL Ratio Visit page
Reserve Risk Visit page

Footer

Contact

Donate

Bitcoin

bc1ql3gx9swg5zsn8ax8w34jw85juc5nqtprcdxrje

Bitcoin Cash

qrvqsfz2vj6p0zdpg7w7zfah7qag2ygpju7yqh05hu

Litecoin

ltc1qpjz5rhaas0lxf90re0u65sy5jujxhtuqwwerkd

Monero

4ABpPJchKYS8Nq9dPb8mr1NEEAHbKDr5aK777QZh2aSD7BJHdhkQn4RFQ3zNW2kytSXHXpimt57L9X9iin3uJjw93pCpKaJ

Comments
  • An Error Occured!

    An Error Occured!

    Hi Kamil,

    Is this a LIB issue? Last week the script was running with no hiccups. I have just tried to run main.py and it keeps retrying but returning always these lines.

    :: Retrying in 10 seconds... Fetching daily Google Trends: 100%|███████████████████████████████████████████████████| 57/57 [00:00<00:00, 211.09it/s] Error: An error occurred! Traceback (most recent call last): File "D:\OneDrive\Work (Current)\ValueUnbanking\CBBI-main\main.py", line 146, in run_and_retry run(json_file, charts_file) File "D:\OneDrive\Work (Current)\ValueUnbanking\CBBI-main\main.py", line 78, in run df_bitcoin[metric.name] = metric.calculate(df_bitcoin_org.copy(), ax) File "D:\OneDrive\Work (Current)\ValueUnbanking\CBBI-main\metrics\rhodl_ratio.py", line 60, in calculate df = df.merge(_fetch_df(), on='Date', how='left') File "D:\OneDrive\Work (Current)\ValueUnbanking\CBBI-main\metrics\rhodl_ratio.py", line 36, in _fetch_df response.raise_for_status() File "C:\Python39\lib\site-packages\requests\models.py", line 953, in raise_for_status raise HTTPError(http_error_msg, response=self) requests.exceptions.HTTPError: 500 Server Error: Internal Server Error for url: https://www.lookintobitcoin.com/django_plotly_dash/app/rhodl_ratio/_dash-update-component

    wontfix 
    opened by davidpasini 3
  • Calculation method changed?

    Calculation method changed?

    First of all, thanks for creating this index. I've been following it for a while and check it daily. Yesterday I saw the CBBI score was 9, but when I checked it today it's suddenly at 14? Also all the historic values have changed, so I wonder what was changed in the algorithm and why?

    bug 
    opened by AlexanderDerck 2
  • 500 error

    500 error

    Hi there,

    the website https://www.lookintobitcoin.com/django_plotly_dash/app/rhodl_ratio/_dash-update-component is not working, having 500 error. maybe need to have a mirrors or exception handling for these cases.

    Regards,

    opened by bousalman 2
  • At what time is the API getting updated?

    At what time is the API getting updated?

    Hello,

    Great work with this project. Around what time is the API getting updated? For a trading bot I'm trying to use the metrics from the API. I pull the data around 00:05 CET and it is giving nans for the new day. Thanks in advance.

    question 
    opened by JohanVlugt 1
  • Bump lxml from 4.9.0 to 4.9.1

    Bump lxml from 4.9.0 to 4.9.1

    Bumps lxml from 4.9.0 to 4.9.1.

    Changelog

    Sourced from lxml's changelog.

    4.9.1 (2022-07-01)

    Bugs fixed

    • A crash was resolved when using iterwalk() (or canonicalize()) after parsing certain incorrect input. Note that iterwalk() can crash on valid input parsed with the same parser after failing to parse the incorrect input.
    Commits
    • d01872c Prevent parse failure in new test from leaking into later test runs.
    • d65e632 Prepare release of lxml 4.9.1.
    • 86368e9 Fix a crash when incorrect parser input occurs together with usages of iterwa...
    • 50c2764 Delete unused Travis CI config and reference in docs (GH-345)
    • 8f0bf2d Try to speed up the musllinux AArch64 build by splitting the different CPytho...
    • b9f7074 Remove debug print from test.
    • See full diff in compare view

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    dependencies 
    opened by dependabot[bot] 1
  • Bump pillow from 8.4.0 to 9.0.0

    Bump pillow from 8.4.0 to 9.0.0

    Bumps pillow from 8.4.0 to 9.0.0.

    Release notes

    Sourced from pillow's releases.

    9.0.0

    https://pillow.readthedocs.io/en/stable/releasenotes/9.0.0.html

    Changes

    ... (truncated)

    Changelog

    Sourced from pillow's changelog.

    9.0.0 (2022-01-02)

    • Restrict builtins for ImageMath.eval(). CVE-2022-22817 #5923 [radarhere]

    • Ensure JpegImagePlugin stops at the end of a truncated file #5921 [radarhere]

    • Fixed ImagePath.Path array handling. CVE-2022-22815, CVE-2022-22816 #5920 [radarhere]

    • Remove consecutive duplicate tiles that only differ by their offset #5919 [radarhere]

    • Improved I;16 operations on big endian #5901 [radarhere]

    • Limit quantized palette to number of colors #5879 [radarhere]

    • Fixed palette index for zeroed color in FASTOCTREE quantize #5869 [radarhere]

    • When saving RGBA to GIF, make use of first transparent palette entry #5859 [radarhere]

    • Pass SAMPLEFORMAT to libtiff #5848 [radarhere]

    • Added rounding when converting P and PA #5824 [radarhere]

    • Improved putdata() documentation and data handling #5910 [radarhere]

    • Exclude carriage return in PDF regex to help prevent ReDoS #5912 [hugovk]

    • Fixed freeing pointer in ImageDraw.Outline.transform #5909 [radarhere]

    • Added ImageShow support for xdg-open #5897 [m-shinder, radarhere]

    • Support 16-bit grayscale ImageQt conversion #5856 [cmbruns, radarhere]

    • Convert subsequent GIF frames to RGB or RGBA #5857 [radarhere]

    ... (truncated)

    Commits

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    dependencies 
    opened by dependabot[bot] 1
  • Bump lxml from 4.6.4 to 4.6.5

    Bump lxml from 4.6.4 to 4.6.5

    Bumps lxml from 4.6.4 to 4.6.5.

    Changelog

    Sourced from lxml's changelog.

    4.6.5 (2021-12-12)

    Bugs fixed

    • A vulnerability (GHSL-2021-1038) in the HTML cleaner allowed sneaking script content through SVG images.

    • A vulnerability (GHSL-2021-1037) in the HTML cleaner allowed sneaking script content through CSS imports and other crafted constructs.

    Commits
    • a9611ba Fix a test in Py2.
    • a3eacbc Prepare release of 4.6.5.
    • b7ea687 Update changelog.
    • 69a7473 Cleaner: cover some more cases where scripts could sneak through in specially...
    • 54d2985 Fix condition in test decorator.
    • 4b220b5 Use the non-depcrecated TextTestResult instead of _TextTestResult (GH-333)
    • d85c6de Exclude a test when using the macOS system libraries because it fails with li...
    • cd4bec9 Add macOS-M1 as wheel build platform.
    • fd0d471 Install automake and libtool in macOS build to be able to install the latest ...
    • f233023 Cleaner: Remove SVG image data URLs since they can embed script content.
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    dependencies 
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  • Other indicators

    Other indicators

    Hi Kamil!

    Thank you so much for this amazing project. I was wondering whether you are planning to include all other indicators from lookintobitcoi.com.

    Keep up the amazing work! :)

    question 
    opened by davidpasini 1
  • Response problem!

    Response problem!

    Hi my friend. Thanks for your effort but i've a problem for a few days.

    New json url address is: https://www.lookintobitcoin.com/django_plotly_dash/app/unrealised_profit_loss/_dash-update-component

    But i can't this url execute directly on browser and i get "Server Error (500)".

    However i can execute it with browser developer tools. How can i get it with Python code?

    Thanks.

    bug 
    opened by 0zd3m1r 1
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