Selecting Metaverse Stocks with Institutional Flow and Moving Average Confluence

Summary

The proposed stock screen combines three conditions: membership in the metaverse sector, positive institutional activity, and overlap among several moving averages. The rationale is that sector exposure may offer growth potential, institutional buying may provide a directional clue, and clustered averages may indicate price stability or an established trend. The article also references a Chinese stock-selection formula and a Python example using market data queries.

The article warns that institutional activity can lag, moving-average overlap alone omits other technical and fundamental information, and the setup may be overfit. It suggests using additional signals, checking averages across timeframes, and diversifying positions. No performance evidence is given. The formula and code do not align cleanly with the stated rule: the formula uses several equality checks among averages, while the Python snippet mixes moving-average fields and then applies a count threshold. The method therefore needs careful implementation and validation before use.

Key ideas

• The screen seeks metaverse stocks with positive institutional activity and clustered moving averages.
• The stated rationale links sector growth potential, institutional flows, and price stability or trend.
• The article identifies lagging institutional data, omitted factors, and overfitting as risks.
• It proposes adding technical and fundamental measures, comparing averages across timeframes, and diversifying holdings.
• The example formula and Python implementation contain inconsistencies, and the article reports no performance results.

Tags

# Telegram API


---
title: "Telegram API"
description: "Learn how to configure your OctoBot to trade based on signals from Telegram channels."
sidebar_position: 1
---



# Telegram API

Telegram API allows your OctoBot to listen to telegram **public groups**.

:::info
  The Telegram API configuration is not necessary if your goal is to command your OctoBot from Telegram or to have your OctoBot listen to a private group. In those cases, the [initial Telegram configuration](.) is enough.
:::


## Create your App

Before working with Telegram’s API, you need to get your own API ID and hash:

In order to obtain an API id and develop your own application using the Telegram API you need to do the following:

- Sign up for Telegram using any application.
- Log in to your Telegram core: https://my.telegram.org.
- Go to 'API development tools' and fill out the form.
- You will get basic addresses as well as the **api_id** and **api_hash** parameters required for user authorization.


## Configuration


Add in **user/config.json** in the services key :

``` json
"telegram-api": {
    "telegram-api": "YOUR_API_ID",
    "telegram-api-hash": "YOUR_API_HASH",
    "telegram-phone": "YOUR_TELEGRAM_ACCOUNT_PHONE_NUMBER"
}
```

### Secure code

At the first OctoBot start with a new `telegram-api` configuration a 2-factor authentication code will be sent to your account.
Just enter it the code in your OctoBot console and press enter.

> If you are asked a password and Telegram didn't send it to you, try to provide the mobile phone number without "+".

Shown in full with attribution under the source's licence. Licence: GPL-3.0

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.