News Plots

API reference for sovai.plots.news.news_plots

Module: sovai.plots.news.news_plots

Functions

create_plot_news_sent_price()

def create_plot_news_sent_price(ticker, variable, df_price, df_news)

---

plot_above_sentiment_returns()

def plot_above_sentiment_returns(df_news = None, tickers = None)

---

fetch_and_prepare_data()

def fetch_and_prepare_data(ticker, variables)

---

calculate_sharpe_ratio()

def calculate_sharpe_ratio(returns, risk_free_rate = 0.02)

---

calculate_max_drawdown()

def calculate_max_drawdown(returns)

---

calculate_strategy_performance()

def calculate_strategy_performance(
    df,
    column,
    long_ma,
    short_ma,
    threshold,
    future_days,
    transaction_cost = 0.001,
)

---

calculate_accuracy()

def calculate_accuracy(df, column, long_ma, short_ma, threshold, future_days)

---

optimize_parameters()

def optimize_parameters(df, column)

---

create_plot()

def create_plot(df, ticker, column, long_ma, short_ma, threshold, future_days)

---

plot_news_daily()

def plot_news_daily(ticker = 'NVDA')

---

dash_news_ts_analysis()

def dash_news_ts_analysis(df_sentiment, df_polarity, df_topic)

---