बाज़ार विश्लेषण

01 / अवलोकन

The market, in perspective.

2025-09-15 to 2026-10-19 · Four-company sample · SPY comparison

The selected four-company sample returned 16.69% across 276 common observed sessions, compared with 17.55% for SPY. Its -0.86 percentage-point difference is sample-specific and excludes transaction costs.

02 / माप

परिणाम जाँचें।

calculates this technical study from completed adjusted OHLCV sessions. Warm-up values remain unavailable; the indicator is descriptive, not a validated forecast.

calculates this technical study from completed adjusted OHLCV sessions. Warm-up values remain unavailable; the indicator is descriptive, not a validated forecast.

computes conversion/base high-low midpoints and the shifted technical cloud from observed adjusted OHLC prices. The leading spans are a technical display shift, not a calibrated price forecast; warm-up remains null.

03 / स्रोत और विधि

तर्क को समझें।

गणना विधि

Public yfinance observations are requested through tomorrow because Yahoo's end date is exclusive.

Only verified completed XNYS sessions at selection time enter daily studies; incomplete current-day bars are excluded.

The selection date is fixed once in Africa/Tunis. The observed source cutoff is displayed separately.

methods receive observed input. Missing values are not filled or replaced with defaults.

Adjusted-close returns are descriptive provider-adjusted returns, not a point-in-time data-vintage backtest.

The four-company sample holds 25% per company and rebalances daily. SPY is an observed ETF comparison, not a complete global-market benchmark.

स्रोत साक्ष्य

• AAPL2026-10-19
• MSFT2026-10-19
• JPM2026-10-19
• BAC2026-10-19
• SPY2026-10-19

दायरा और समीक्षा

This is a bounded public-data research demonstration; no transaction execution, accounts or customer records are used.

Sources may be delayed or revised. Current observations and provider licensing must be reviewed before commercial redistribution.

Narratives are generated deterministically from calculated evidence. No language model is claimed to have authored this run.

इस चयन की रन तारीख तय रहती है। बाज़ार अवलोकन और वित्तीय रिपोर्टिंग अवधियाँ उस तारीख से पहले की हो सकती हैं। अनुमान रिसर्च की गणनाएँ हैं; वे देखी गई भविष्य की कीमतें नहीं हैं।