from axion import Axion, utils, visualize

client = Axion(api_key="your_api_key")

tickers = ["NVDA", "TSLA", "META", "AMZN", "MSFT"]

def fetch_sentiment(row):
    t   = row["ticker"]
    all = client.sentiment.all(t)
    return (t, {
        "ticker":  t,
        "social":  all["social"]["score"],
        "news":    all["news"]["score"],
        "analyst": all["analyst"]["score"],
    })

df_tickers = utils.df([{"ticker": t} for t in tickers])
signal_map = {}
utils.work(df_tickers, fetch_sentiment, signal_map)

df_signals = utils.df(list(signal_map.values()))

visualize.scatter(
    df_signals,
    x="social",
    y="analyst",
    hover=["ticker", "news"],
)