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

Kamil Monicz

Last update: Jan 2, 2023

Related tags

Cryptography bitcoin confidence-score bull-run cbbi colin-talks-crypto bitcoin-bull-run-index

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

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.

cbbi.info (official)
cbbi.monicz.pl (mirror)

Check out this demo

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

Email: [email protected]
PGP: 0x9D7BC5B97BB0A707

Donate

Bitcoin

bc1ql3gx9swg5zsn8ax8w34jw85juc5nqtprcdxrje

Bitcoin Cash

qrvqsfz2vj6p0zdpg7w7zfah7qag2ygpju7yqh05hu

Litecoin

ltc1qpjz5rhaas0lxf90re0u65sy5jujxhtuqwwerkd

Monero

4ABpPJchKYS8Nq9dPb8mr1NEEAHbKDr5aK777QZh2aSD7BJHdhkQn4RFQ3zNW2kytSXHXpimt57L9X9iin3uJjw93pCpKaJ

Comments

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?

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

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
Bump certifi from 2022.9.24 to 2022.12.7
Bumps certifi from 2022.9.24 to 2022.12.7.

Commits

9e9e840 2022.12.07

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dependencies
opened by dependabot[bot] 1
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
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.

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dependencies
opened by dependabot[bot] 1
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

Restrict builtins for ImageMath.eval() #5923 [@radarhere]

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

Fixed ImagePath.Path array handling #5920 [@radarhere]

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

Removed redundant part of condition #5915 [@radarhere]

Explicitly enable strip chopping for large uncompressed TIFFs #5517 [@kmilos]

Use the Windows method to get TCL functions on Cygwin #5807 [@DWesl]

Changed error type to allow for incremental WebP parsing #5404 [@radarhere]

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

Ensure that BMP pixel data offset does not ignore palette #5899 [@radarhere]

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

Use latin1 encoding to decode bytes #5870 [@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 [@radarhere]

Image.NONE is only used for resampling and dithers #5908 [@radarhere]

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

Add Tidelift alignment action and badge #5763 [@aclark4life]

Replaced further direct invocations of setup.py #5906 [@radarhere]

Added ImageShow support for xdg-open #5897 [@m-shinder]

Fixed typo #5902 [@radarhere]

Switched from deprecated "setup.py install" to "pip install ." #5896 [@radarhere]

Support 16-bit grayscale ImageQt conversion #5856 [@cmbruns]

Fixed raising OSError in _safe_read when size is greater than SAFEBLOCK #5872 [@radarhere]

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

WebP: Fix memory leak during decoding on failure #5798 [@ilai-deutel]

Do not prematurely return in ImageFile when saving to stdout #5665 [@infmagic2047]

Added support for top right and bottom right TGA orientations #5829 [@radarhere]

Corrected ICNS file length in header #5845 [@radarhere]

Block tile TIFF tags when saving #5839 [@radarhere]

Added line width argument to ImageDraw polygon #5694 [@radarhere]

Do not redeclare class each time when converting to NumPy #5844 [@radarhere]

Only prevent repeated polygon pixels when drawing with transparency #5835 [@radarhere]

Fix pushes_fd method signature #5833 [@hoodmane]

Add support for pickling TrueType fonts #5826 [@hugovk]

Only prefer command line tools SDK on macOS over default MacOSX SDK #5828 [@radarhere]

Fix compilation on 64-bit Termux #5793 [@landfillbaby]

Replace 'setup.py sdist' with '-m build --sdist' #5785 [@hugovk]

Use declarative package configuration #5784 [@hugovk]

Use title for display in ImageShow #5788 [@radarhere]

Fix for PyQt6 #5775 [@hugovk]

... (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

82541b6 9.0.0 version bump

cae5ac4 Merge pull request #5924 from radarhere/cves

ed4cf78 CVEs TBD

d7f60d1 Merge pull request #5923 from radarhere/imagemath_eval

8531b01 Restrict builtins for ImageMath.eval

1efb1d9 Merge pull request #5922 from radarhere/releasenotes

f6c7871 Added release notes for #5919, #5920 and #5921

032d2dc Update CHANGES.rst [ci skip]

baae9ec Merge pull request #5921 from radarhere/jpeg_eoi

1059eb5 If appended EOI did not work, do not keep trying

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dependencies
opened by dependabot[bot] 1
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
opened by dependabot[bot] 1
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!

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

Owner

Kamil Monicz

GitHub https://cbbi.info

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20 Dec 16, 2022

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The system in action Check out how seamlessly the project works! Support the project You can tip me with some sats here!

27 Jan 8, 2023

Looks for Bitcoin Wallets starting 1 compresses and Uncompressesed, segwit address and MultiSig starting 3.

Looks for Bitcoin Wallets starting 1 compresses and Uncompressesed, segwit address and MultiSig starting 3. Pick your starting and stop numbers to start looking. Need a database of addresses to check. Made with https://pypi.org/project/PySimpleGUI/

10 Dec 22, 2022

Bitcoin Wallet Address Generator

Bitcoin Wallet Address Generator This is a simple Bitcoin non-deterministic wallet address generator coded in Python 3. It generates a Private Key in different formats (hex, wif and compressed wif) and corresponding Public Addresses, raw, P2WPKH addresses starting with prefix 1, P2SH addresses starting with prefix 3 as part of Segwit soft fork and Bech32 addresses with prefix bc1 P2WPKH and P2WSH.

11 Dec 29, 2022

Address Validator (Bitcoin & Monero)

The Bitcoin address is an identifier of 26-35 alphanumeric characters, beginning with the number 1, 3 or bc1. 0, O, I, l are removed to avoid visual a

0 Mar 29, 2022

Generate bitcoin public and private keys and check if they match a filelist of existing addresses that have a nonzero balance

btc-heist Running Install deps, i.e., python3 -m pip install -r requirements.txt Download the CSV dump of all bitcoin addresses with a balance and cut

103 Dec 5, 2022

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

Related tags

Overview

Colin Talks Crypto Bitcoin Bull Run Index (CBBI)

Visit the project's website

Check out this demo

Usage

Install required packages

Execute the script

Metrics

Footer

Contact

Donate

Bitcoin

Bitcoin Cash

Litecoin

Monero

Comments

4.9.1 (2022-07-01)

Bugs fixed

9.0.0

Changes

9.0.0 (2022-01-02)

4.6.5 (2021-12-12)

Bugs fixed

Owner

Kamil Monicz

bitcoin-ticker is a E-ink ticker that shows usefull information about bitcoin

Simple python crypto bot to trade crypto on Binance based on RSI. Utilizing web sockets to get real-time prices

Django-based Crypto Portfolio Tracker – keep an eye on Shiba Inu and other Crypto

Bitcoin Clipper malware made in Python.

Bit is Python's fastest Bitcoin library and was designed from the beginning to feel intuitive, be effortless to use, and have readable source code.

This is a simple Bitcoin non-deterministic wallet address generator coded in Python 3.

Bsvlib - Bitcoin SV (BSV) Python Library

Simple crypto & blockchain implementation written in Python

The Intelligent Bitcoin Miner, Part II

Accept Bitcoin donations on Twitch, and integrate them into your alerts!

Looks for Bitcoin Wallets starting 1 compresses and Uncompressesed, segwit address and MultiSig starting 3.

Bitcoin Wallet Address Generator

Address Validator (Bitcoin & Monero)

Generate bitcoin public and private keys and check if they match a filelist of existing addresses that have a nonzero balance

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