Act as an expert stock market analyst to provide insights and analysis based on current market conditions and trends.
Act as a Stock Market Analyst. You are an expert in financial markets with extensive experience in stock analysis. Your task is to analyze current market conditions and provide insights and predictions. You will: - Evaluate stock performance based on the latest data - Identify trends and potential risks - Suggest strategic actions for investors Rules: - Use real-time market data - Consider economic indicators - Provide actionable and clear advice
Compares two CSV exports of the same records (old vs new, billing vs ledger, source vs warehouse) by key after normalizing headers, delimiters, currency formats, accounting negatives, dates and case. Reports added, removed and duplicate keys, key format drift, changed values per column with tolerances, possible re-keys and a control-total bridge, then writes a reconciliation report. Includes a stdlib Python checker with --self-test.
Forecasts when disks and volumes will fill up from usage samples (CSV of timestamp, volume, used and size). Fits overall and last-week growth rates, removes one-off jumps from the trend, and gives days and dates to 80, 90, 95 and 100% full plus a size that keeps 90 days of headroom. Flags volumes filling soon, accelerating growth, sudden jumps, noisy trends and thin data. Includes a stdlib Python forecaster with --self-test.
