estimate-analysis

# Estimate Analysis Skill Deep-dives into analyst estimates and revision trends using Yahoo Finance data via [yfinance](https://github.com/ranaroussi/yfinance). Covers EPS and revenue estimate distributions, revision momentum, growth projections, and multi-period comparisons — the full picture of where the street thinks a company is heading. **Important**: Data is for research and educational purposes only. Not financial advice. yfinance is not affiliated with Yahoo, Inc. --- ## Step 1: Ensure yfinance Is Available **Current environment status:** ``` !`python3 -c "exec('try:\n import yfinance\n print(\'yfinance \' + yfinance.__version__ + \' installed\')\nexcept Exception:\n print(\'YFINANCE_NOT_INSTALLED\')')"` ``` If `YFINANCE_NOT_INSTALLED`, install it: ```python import subprocess, sys subprocess.check_call([sys.executable, "-m", "pip", "install", "-q", "yfinance"]) ``` If already installed, skip to the next step. --- ## Step 2: Identify the Ticker and Gather Estimate Data Extract the ticker from the user's request. Fetch all estimate-related data in one script. ```python import yfinance as yf import pandas as pd ticker = yf.Ticker("AAPL") # replace with actual ticker # --- Estimate data --- earnings_est = ticker.earnings_estimate # EPS estimates by period revenue_est = ticker.revenue_estimate # Revenue estimates by period eps_trend = ticker.eps_trend # EPS estimate changes over time eps_revisions = ticker.eps_revisions #...