Weekly reports

BlockMind's Weekly Reports feature provides users with a comprehensive, automated analysis of cryptocurrency assets, delivered directly to their inbox. These reports are designed to offer deep insights into market dynamics and asset performance over a seven-day period, enabling informed decision-making.

Core Metrics

The raw time-series data is processed to derive a suite of 7-day aggregate metrics. These calculations provide a consolidated view of an asset's performance and market standing:

• Weekly Price Trend Tracks the percentage change in price over the last seven days and highlights the range of trading activity. This offers a snapshot of short-term direction and volatility.

• Momentum Rank A relative measure of how strongly an asset is moving compared to peers. Lower ranks indicate stronger momentum, and sudden shifts can point to emerging opportunities or risks.

• Social Metrics Includes Twitter activity, sentiment scores, and overall engagement levels. High social buzz combined with positive sentiment often precedes sharp market moves.

• Social Dominance vs. Market Dominance Compares how much attention an asset commands relative to its market size. When social dominance greatly exceeds market dominance, it can be an early signal of upcoming volatility.

Each Weekly Report includes dynamically generated charts to visually represent key trends and metrics.

TL;DR Scoring

To provide a concise summary, each report features a TL;DR (Too Long; Didn't Read) section, which is generated based on precomputed global statistics. This scoring mechanism provides a quick, high-level overview of an asset's performance and market standing relative to the general market.

TL;DR Scoring Logic

The TL;DR scoring mechanism is designed to distill complex data into a simple, actionable summary. It operates by synthesizing three primary indicators: momentum, social sentiment, and market dominance change. Each of these components is calculated independently and then combined into a single, comprehensive score through a weighted average.

This approach ensures that the TL;DR score reflects a holistic view of the asset's performance, encompassing its price action, community perception, and overall market influence.

1. Momentum (40%) This evaluates the near-term strength of a cryptocurrency by combining market performance with observed social activity. Inputs considered:

   1. Price performance: Change in price over a defined period

   2. Trading volume: Depth of activity and liquidity across markets.

   3. Social activity: Frequency of discussion across major public channels and interaction levels (e.g., replies, shares, comments) indicating community intensity.

2. Social Sentiment (20%) Derived from the analysis of social media interactions and discussions, this score quantifies the prevailing mood or opinion surrounding the asset. Normalized sentiment scores (e.g., from 0 to 1) are used, where higher values indicate more positive community perception. This component captures the collective emotional response and public interest in the asset.

3. Market Dominance Change (40%) This metric quantifies the shift in an asset's market capitalization relative to the total cryptocurrency market. A positive change signifies that the asset either is growing faster than the general market or is declining slower. It essentially quantifies the performance relative to the general crypto market.

The TL;DR scoring mechanism is designed to distill complex data into a simple, actionable summary.

The process involve functions such as the Softmax transformation, which converts a vector of raw scores into a probability distribution, ensuring that all scores sum to one:

$\text{Softmax}(x_i) = \frac{e^{x_i}}{\sum_{j=1}^{N} e^{x_j}}$

Where x_i represents an individual score, and "N" is the total number of scores.

This mathematical rigor ensures the TL;DR scores are both interpretable and reflective of underlying market dynamics.

Report Delivery

Once generated, the comprehensive weekly reports, including all calculated metrics and visualizations, are delivered to the user via email. This ensures that users receive timely and actionable insights directly to their preferred communication channel.