diff --git a/openbb_terminal/core/models/system_model.py b/openbb_terminal/core/models/system_model.py index d8cd6220773..9e0cfb3010f 100644 --- a/openbb_terminal/core/models/system_model.py +++ b/openbb_terminal/core/models/system_model.py @@ -24,6 +24,7 @@ class SystemModel(BaseModel): # System section OS: str = str(platform.system()) PYTHON_VERSION: str = str(platform.python_version()) + PLATFORM: str = str(platform.platform()) # OpenBB section VERSION = "3.0.0rc2" diff --git a/openbb_terminal/forex/av_model.py b/openbb_terminal/forex/av_model.py index ce91a759e9d..ad4fc66937a 100644 --- a/openbb_terminal/forex/av_model.py +++ b/openbb_terminal/forex/av_model.py @@ -15,7 +15,6 @@ from openbb_terminal.rich_config import console logger = logging.getLogger(__name__) -@log_start_end(log=logger) def get_currency_list() -> List: """Load AV currency codes from a local file.""" path = os.path.join(os.path.dirname(__file__), "data/av_forex_currencies.csv") diff --git a/openbb_terminal/parent_classes.py b/openbb_terminal/parent_classes.py index 1a0de7d4365..961a5ba9469 100644 --- a/openbb_terminal/parent_classes.py +++ b/openbb_terminal/parent_classes.py @@ -1075,7 +1075,11 @@ class BaseController(metaclass=ABCMeta): an_input = candidate_input else: an_input = similar_cmd[0] - if not self.contains_keys(an_input): + if not self.contains_keys(an_input) and an_input not in [ + "exit", + "quit", + "help", + ]: logger.warning("Replacing by %s", an_input) console.print(f"[green]Replacing by '{an_input}'.[/green]\n") self.queue.insert(0, an_input) diff --git a/openbb_terminal/stocks/dark_pool_shorts/finra_model.py b/openbb_terminal/stocks/dark_pool_shorts/finra_model.py index 229e974547c..9074088dfc4 100644 --- a/openbb_terminal/stocks/dark_pool_shorts/finra_model.py +++ b/openbb_terminal/stocks/dark_pool_shorts/finra_model.py @@ -63,7 +63,6 @@ def getFINRAweeks(tier: str = "T1", is_ats: bool = True) -> List: return response.json() if response.status_code == 200 else list() -@log_start_end(log=logger) def getFINRAdata_offset( start_date: str, tier: str = "T1", diff --git a/openbb_terminal/stocks/databento_model.py b/openbb_terminal/stocks/databento_model.py index eb1606e4954..d2ce7369403 100644 --- a/openbb_terminal/stocks/databento_model.py +++ b/openbb_terminal/stocks/databento_model.py @@ -82,7 +82,7 @@ class DataBento(BaseModel): """Prepares the request to be made. I am using their https interface instead of their python client. Their next update will change symbol.V.0 to symbol.C.0""" - base_url = "https://hist.databento.com/v0/timeseries.stream" + base_url = "https://hist.databento.com/v0/timeseries.get_range" symbol = self.symbol + ".V.0" if self.exchange == "GLBX.MDP3" else self.symbol params = { "dataset": self.exchange, diff --git a/openbb_terminal/stocks/fundamental_analysis/av_model.py b/openbb_terminal/stocks/fundamental_analysis/av_model.py index 89fc6f219fc..cb9c33e4cee 100644 --- a/openbb_terminal/stocks/fundamental_analysis/av_model.py +++ b/openbb_terminal/stocks/fundamental_analysis/av_model.py @@ -487,7 +487,6 @@ def get_earnings(symbol: str, quarterly: bool = False) -> pd.DataFrame: return df_fa -@log_start_end(log=logger) def df_values( df: pd.DataFrame, item: str, index: int = 0, length: int = 2 ) -> List[int]: diff --git a/openbb_terminal/stocks/fundamental_analysis/dcf_model.py b/openbb_terminal/stocks/fundamental_analysis/dcf_model.py index 0305e0483cd..3bd65e52e84 100644 --- a/openbb_terminal/stocks/fundamental_analysis/dcf_model.py +++ b/openbb_terminal/stocks/fundamental_analysis/dcf_model.py @@ -139,7 +139,6 @@ CURRENCIES = [ ] -@log_start_end(log=logger) def string_float(string: str) -> float: """Convert a string to a float @@ -190,7 +189,6 @@ def insert_row( return df -@log_start_end(log=logger) def set_cell( ws: worksheet, cell: str, @@ -566,7 +564,6 @@ def get_value(df: pd.DataFrame, row: str, column: int) -> Tuple[float, float]: return fin_val1, fin_val2 -@log_start_end(log=logger) def frac(num: float, denom: float) -> Union[str, float]: """ Converts a numerator and a denominator in a fraction, checking for invalid denominators diff --git a/openbb_terminal/stocks/fundamental_analysis/dcf_view.py b/openbb_terminal/stocks/fundamental_analysis/dcf_view.py index 16eb04256a7..c8fbe8d7e06 100644 --- a/openbb_terminal/stocks/fundamental_analysis/dcf_view.py +++ b/openbb_terminal/stocks/fundamental_analysis/dcf_view.py @@ -982,7 +982,6 @@ class CreateExcelFA: if text: self.custom_exp(row, text) - @log_start_end(log=logger) def title_to_row(self, title: str) -> int: df = ( self.df["IS"] diff --git a/openbb_terminal/stocks/fundamental_analysis/polygon_view.py b/openbb_terminal/stocks/fundamental_analysis/polygon_view.py index 9cd9b782ecb..a0c647f6e4e 100644 --- a/openbb_terminal/stocks/fundamental_analysis/polygon_view.py +++ b/openbb_terminal/stocks/fundamental_analysis/polygon_view.py @@ -64,7 +64,6 @@ def display_fundamentals( fundamentals = fundamentals.iloc[:, :limit] fundamentals = fundamentals[fundamentals.columns[::-1]] - if statement == "income": fundamentals.index = [ stocks_helper.INCOME_PLOT["Polygon"][i] diff --git a/openbb_terminal/stocks/options/intrinio_model.py b/openbb_terminal/stocks/options/intrinio_model.py index 175e3b965d9..9600ed00146 100644 --- a/openbb_terminal/stocks/options/intrinio_model.py +++ b/openbb_terminal/stocks/options/intrinio_model.py @@ -39,7 +39,6 @@ columns_to_drop = [ ] -@log_start_end(log=logger) def calculate_dte(chain_df: pd.DataFrame) -> pd.DataFrame: """Adds a column calculating the difference between expiration and the date data is from @@ -63,8 +62,7 @@ def calculate_dte(chain_df: pd.DataFrame) -> pd.DataFrame: lambda row: ( datetime.strptime(row["expiration"], "%Y-%m-%d") - datetime.strptime(row["date"], "%Y-%m-%d") - ).days - / 365, + ).days, axis=1, ) return chain_df diff --git a/openbb_terminal/stocks/options/nasdaq_model.py b/openbb_terminal/stocks/options/nasdaq_model.py index 5c508308bd6..16d880d424a 100644 --- a/openbb_terminal/stocks/options/nasdaq_model.py +++ b/openbb_terminal/stocks/options/nasdaq_model.py @@ -47,7 +47,6 @@ sorted_chain_columns = [ ] -@log_start_end(log=logger) def get_dte_from_expiration(date: str) -> float: """ Converts a date to total days until the option would expire. diff --git a/openbb_terminal/stocks/options/op_helpers.py b/openbb_terminal/stocks/options/op_helpers.py index 58c4182eefc..9b8a1dbb175 100644 --- a/openbb_terminal/stocks/options/op_helpers.py +++ b/openbb_terminal/stocks/options/op_helpers.py @@ -30,7 +30,6 @@ def get_strikes( return min_strike, max_strike -@log_start_end(log=logger) def get_loss_at_strike(strike: float, chain: pd.DataFrame) -> float: """Function to get the loss at the given expiry @@ -86,7 +85,6 @@ def calculate_max_pain(chain: pd.DataFrame) -> Union[int, float]: return max_pain -@log_start_end(log=logger) def convert(orig: str, to: str) -> float: """Convert a string to a specific type of number Parameters @@ -596,171 +594,3 @@ class Option: * norm.pdf(self.d1) / self._sigma ) - - -def delta_at_strike( - strike: Union[float, pd.Series, np.ndarray], - underlying_price: float, - iv: Union[float, pd.Series, np.ndarray], - dte: Union[float, pd.Series, np.ndarray], - option: Union[str, pd.Series, np.ndarray] = "call", - rf_rate: float = 0.03, -) -> Union[float, pd.Series, np.ndarray]: - """Gets delta at a theoretical underlying - - Parameters - ---------- - strike : float - Option strike price - underlying_price : float - Underlying price for Black-Scholes calculation - iv : float - Implied volatility for calculation - dte : float - Time to expiration in years - option : str, optional - Type of option, either "call" or "put", by default "call" - rf_rate : float, optional - Risk free rate for calculation, by default 0.03 - - Returns - ------- - float - Value of delta at theoretical underlying - """ - - d1 = (np.log(underlying_price / strike) + (rf_rate + 0.5 * iv**2) * dte) / ( - iv * np.sqrt(dte) - ) - return np.where(option == "call", norm.cdf(d1), norm.cdf(d1) - 1) - - -def gamma_at_strike( - strike: Union[float, pd.Series, np.ndarray], - underlying_price: float, - iv: Union[float, pd.Series, np.ndarray], - dte: Union[float, pd.Series, np.ndarray], - rf_rate: float = 0.03, -) -> Union[float, pd.Series, np.ndarray]: - """Get gamma at a theoretical underlying - - Parameters - ---------- - strike : Union[float,pd.Series] - Option strike price - underlying_price : float - Underlying price for Black-Scholes calculation - iv : float - Implied volatility for calculation - dte : float - Time to expiration in years - rf_rate : float, optional - Risk free rate for calculation, by default 0.03 - - Returns - ------- - float - Value of delta at theoretical underlying - """ - d1 = (np.log(underlying_price / strike) + (rf_rate + 0.5 * iv**2) * dte) / ( - iv * np.sqrt(dte) - ) - return norm.pdf(d1) / (underlying_price * iv * np.sqrt(dte)) - - -@log_start_end(log=logger) -def get_abs_market_delta( - underlying_price: float, df: pd.DataFrame, rf_rate: float = 0.03 -) -> float: - """ - Get the total market delta across entire chain. - In this calculation, we find delta at a theoretical underlying and then take the sum of delta x open interest. - Delta neutral is the theoretical underlying where this sum is 0. To prepare the minimization, we take the absolute - value of this sum. - - Parameters - ---------- - underlying_price : float - Theoretical underlying price - df : pd.DataFrame - Dataframe of option chain. Requires the following columns: impliedVolatility,dte,openInterest,strike,optionType - rf_rate : float, optional - Optional risk free rate for calculation, by default 0.03 - - Returns - ------- - float - Market delta at underlying price. - - Raises - ------ - ValueError - If any of the required columns are not in the dataframe - """ - for col in ["impliedVolatility", "dte", "openInterest", "strike", "optionType"]: - if col not in df.columns: - raise ValueError(f"{col} needs to be in df") - df["new_delta"] = delta_at_strike( - df.strike.to_numpy(), - underlying_price, - df.impliedVolatility.to_numpy(), - df.dte.to_numpy(), - df.optionType.to_numpy(), - rf_rate, - ) - return np.abs(np.sum(df["new_delta"].to_numpy() * df["openInterest"].to_numpy())) - - -@log_start_end(log=logger) -def get_market_gamma( - underlying_price: float, - df: pd.DataFrame, - abs_mg: bool = True, - rf_rate: float = 0.03, -): - """ - Get the total market gamma across entire chain. - In this calculation, we find gamma at a theoretical underlying and then take the sum of delta x open interest. - Because gamma is positive, we define gamma for puts to be negative when taking the sum. - Gamma neutral is the theoretical underlying where this sum is 0. To prepare the minimization, we take the absolute - value of this sum. - Gamma max is where the sum of the abolutele value of gamma x open interest is maximized. - - Parameters - ---------- - underlying_price : float - Theoretical underlying price - df : pd.DataFrame - Dataframe of option chain. Requires the following columns: impliedVolatility,dte,openInterest,strike,optionType - abs_mg : bool, optional - Flag to indicate if getting gamma neutral by default True - rf_rate : float, optional - Optional float value for risk free rate, by default 0.03 - - Returns - ------- - float - Value of gamma max or gamma neutral at the underlying price - - Raises - ------ - ValueError - If any of the required columns are not in the dataframe - """ - for col in ["impliedVolatility", "dte", "openInterest", "strike", "optionType"]: - if col not in df.columns: - raise ValueError(f"{col} needs to be in df") - df["new_gamma"] = gamma_at_strike( - df.strike.to_numpy(), - underlying_price, - df.impliedVolatility.to_numpy(), - df.dte.to_numpy(), - rf_rate, - ) - fact = np.where(df.optionType == "put", -1, 1) - mg = np.sum(df["new_gamma"].to_numpy() * df["openInterest"].to_numpy() * fact) - if abs_mg: - # gamma neutral - return np.abs(np.sum(mg)) - # Gamma max - return -1 * np.sum(np.abs(mg)) diff --git a/openbb_terminal/stocks/options/options_controller.py b/openbb_terminal/stocks/options/options_controller.py index a6ac8d6e8cd..faf40f20767 100644 --- a/openbb_terminal/stocks/options/options_controller.py +++ b/openbb_terminal/stocks/options/options_controller.py @@ -132,29 +132,26 @@ class OptionsController(BaseController): self.selected_date = expiration or "" self.chain: pd.DataFrame = pd.DataFrame() self.full_chain: pd.DataFrame = pd.DataFrame() - + self.expiry_dates: List[str] = [] self.current_price = 0.0 # Keeps track of initial source of load so we can use correct commands later - self.source = "" - + self.source = get_ordered_list_sources(f"{self.PATH}load")[0] if ticker: - if ( - get_current_user().credentials.API_TRADIER_TOKEN == "REPLACE_ME" - ): # nosec - console.print("Loaded expiry dates from Yahoo Finance") - self.expiry_dates = yfinance_model.option_expirations(self.ticker) - else: - console.print("Loaded expiry dates from Tradier") - self.expiry_dates = tradier_model.option_expirations(self.ticker) - self.source = "Tradier" - self.set_option_chain() self.set_current_price() + self.set_expiry_dates() + self.selected_date = "" + + if not self.expiry_dates and not self.chain.empty: + console.print( + f"""[red]Issue loading options for "{self.ticker}" from source "{self.source}".[/red]""" + ) + console.print("Defaulting to YahooFinance now.") + self.expiry_dates = nasdaq_model.option_expirations(self.ticker) + else: self.expiry_dates = [] - self.default_chain = get_ordered_list_sources(f"{self.PATH}load")[0] - if session and get_current_user().preferences.USE_PROMPT_TOOLKIT: choices: dict = self.choices_default @@ -162,6 +159,8 @@ class OptionsController(BaseController): self.choices = choices self.completer = NestedCompleter.from_nested_dict(choices) + self.update_runtime_choices() + def parse_input(self, an_input: str) -> List: """Parse controller input diff --git a/openbb_terminal/stocks/options/options_sdk_helper.py b/openbb_terminal/stocks/options/options_sdk_helper.py index b1be44e5594..7582e80b53e 100644 --- a/openbb_terminal/stocks/options/options_sdk_helper.py +++ b/openbb_terminal/stocks/options/options_sdk_helper.py @@ -7,7 +7,6 @@ from typing import Optional, Union import numpy as np import pandas as pd -from scipy.optimize import minimize from openbb_terminal.decorators import log_start_end from openbb_terminal.helper_funcs import get_rf @@ -16,7 +15,6 @@ from openbb_terminal.stocks.options import ( chartexchange_model, intrinio_model, nasdaq_model, - op_helpers, tradier_model, yfinance_model, ) @@ -219,54 +217,6 @@ def hist( return output -def get_delta_neutral(symbol: str, date: str, x0: Optional[float] = None) -> float: - """Get delta neutral price for symbol at a given close date - - Parameters - ---------- - symbol : str - Symbol to get delta neutral price for - date : str - Date to get delta neutral price for - x0 : float, optional - Optional initial guess for solver, defaults to close price of that day - - Returns - ------- - float - Delta neutral price - """ - # Need an initial guess for the solver - if x0: - x0_guess = x0 - else: - # Check that the close price exists. I am finding that holidays are not consistent, such as June 20, 2022 - try: - x0_guess = intrinio_model.get_close_at_date(symbol, date) - except Exception: - console.print("Error getting close price for symbol, check date and symbol") - return np.nan - x0_guess = x0 if x0 else intrinio_model.get_close_at_date(symbol, date) - chains = intrinio_model.get_full_chain_eod(symbol, date) - if chains.empty: - return np.nan - # Lots of things can go wrong with minimizing, so lets add a general exception catch here. - try: - res = minimize( - op_helpers.get_abs_market_delta, - x0=x0_guess, - args=(chains), - bounds=[(0.01, np.inf)], - method="l-bfgs-b", - ) - return res.x[0] - except Exception as e: - logging.info( - "Error getting delta neutral price for %s on %s: error:%s", symbol, date, e - ) - return np.nan - - def get_greeks( current_price: float, chain: pd.DataFrame, diff --git a/openbb_terminal/stocks/options/options_view.py b/openbb_terminal/stocks/options/options_view.py index 47cf76bb534..641a19c42bc 100644 --- a/openbb_terminal/stocks/options/options_view.py +++ b/openbb_terminal/stocks/options/options_view.py @@ -70,6 +70,7 @@ def print_raw( show_index=False, title=table_title, export=bool(export), + floatfmt=".6f", ) for opt_type, only in zip(["call", "put"], [puts_only, calls_only]): @@ -81,6 +82,7 @@ def print_raw( show_index=False, title=f"{title} - {opt_type.title()}s", export=bool(export), + floatfmt=".4f", ) return None diff --git a/openbb_terminal/stocks/options/yfinance_model.py b/openbb_terminal/stocks/options/yfinance_model.py index 55e20767572..425df53caf8 100644 --- a/openbb_terminal/stocks/options/yfinance_model.py +++ b/openbb_terminal/stocks/options/yfinance_model.py @@ -251,7 +251,6 @@ def get_closing(symbol: str) -> pd.Series: return tick.history(period="1y")["Close"] -@log_start_end(log=logger) def get_dte(date_value: str) -> int: """Gets days to expiration from yfinance option date""" return (datetime.strptime(date_value, "%Y-%m-%d") - datetime.now()).days diff --git a/openbb_terminal/stocks/stock_statics.py b/openbb_terminal/stocks/stock_statics.py index 8e52e427754..866ba3b7e4d 100644 --- a/openbb_terminal/stocks/stock_statics.py +++ b/openbb_terminal/stocks/stock_statics.py @@ -119,6 +119,12 @@ INCOME_PLOT = { "interest_expense_operating": "income_tax_expense", "income_loss_before_equity_method_investments": "income_loss_before_equity_method_investments", "cost_of_revenue_goods": "cost_of_revenue_goods", + "noninterest_income": "noninterest_income", + "interest_income_expense_after_provision_for_losses": "interest_income_expense_after_provision_for_losses", + "interest_income_expense_operating_net": "interest_income_expense_operating_net", + "noninterest_expense": "noninterest_expense", + "interest_and_dividend_income_operating": "interest_and_dividend_income_operating", + "provision_for_loan_lease_and_other_losses": "provision_for_loan_lease_and_other_losses", }, "YahooFinance": { "total_revenue": "total_revenue", diff --git a/tests/openbb_terminal/stocks/cassettes/test_databento_model/test_stock_load.yaml b/tests/openbb_terminal/stocks/cassettes/test_databento_model/test_stock_load.yaml index 2b1f3cb4636..5917a05c668 100644 --- a/tests/openbb_terminal/stocks/cassettes/test_databento_model/test_stock_load.yaml +++ b/tests/openbb_terminal/stocks/cassettes/test_databento_model/test_stock_load.yaml @@ -11,7 +11,7 @@ interactions: Connection: - keep-alive method: GET - uri: https://hist.databento.com/v0/timeseries.stream?dataset=XNAS.ITCH&symbols=AAPL&schema=ohlcv-1d&start=2022-08-01&end=2022-12-01&stype_in=native&encoding=csv + uri: https://hist.databento.com/v0/timeseries.get_range?dataset=XNAS.ITCH&symbols=AAPL&schema=ohlcv-1d&start=2022-08-01&end=2022-12-01&stype_in=native&encoding=csv response: body: string: 'ts_event,publisher_id,product_id,open,high,low,close,volume @@ -107,7 +107,7 @@ interactions: ' headers: date: - - Tue, 21 Feb 2023 14:37:29 GMT + - Mon, 17 Apr 2023 18:16:03 GMT server: - uvicorn transfer-encoding: diff --git a/tests/openbb_terminal/stocks/options/csv/test_intrinio_model/test_get_full_chain_eod.csv b/tests/openbb_terminal/stocks/options/csv/test_intrinio_model/test_get_full_chain_eod.csv index 1ceb82b7efe..9797d19ae77 100644 --- a/tests/openbb_terminal/stocks/options/csv/test_intrinio_model/test_get_full_chain_eod.csv +++ b/tests/openbb_terminal/stocks/options/csv/test_intrinio_model/test_get_full_chain_eod.csv @@ -1,1895 +1,1895 @@ ,code,ticker,expiration,strike,optionType,date,close,close_bid,close_ask,volume,open,openInterest,high,low,impliedVolatility,delta,gamma,theta,vega,dte -0,AAPL230106C00050000,AAPL,2023-01-06,50.0,call,2022-12-27,98.85,79.9,80.35,2,98.75,1,98.85,98.75,4e-05,1.0,0.0,-0.00579,0.0,0.0273972602739726 -1,AAPL230106P00050000,AAPL,2023-01-06,50.0,put,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,2.0982,-0.00033,2e-05,-0.00325,0.00031,0.0273972602739726 -2,AAPL230106C00055000,AAPL,2023-01-06,55.0,call,2022-12-27,75.1,74.9,75.3,2,75.1,2,75.1,75.1,4e-05,1.0,0.0,-0.00637,0.0,0.0273972602739726 -3,AAPL230106P00055000,AAPL,2023-01-06,55.0,put,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,1.92554,-0.00037,3e-05,-0.00324,0.00034,0.0273972602739726 -4,AAPL230106C00060000,AAPL,2023-01-06,60.0,call,2022-12-27,72.35,69.95,70.4,2,72.35,2,72.35,72.35,4e-05,1.0,0.0,-0.00695,0.0,0.0273972602739726 -5,AAPL230106P00060000,AAPL,2023-01-06,60.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.76815,-0.0004,3e-05,-0.00322,0.00036,0.0273972602739726 -6,AAPL230106C00065000,AAPL,2023-01-06,65.0,call,2022-12-27,66.8,64.95,65.4,6,66.8,6,66.8,66.8,4e-05,1.0,0.0,-0.00752,0.0,0.0273972602739726 -7,AAPL230106P00065000,AAPL,2023-01-06,65.0,put,2022-12-27,0.01,0.0,0.01,5,0.01,5,0.01,0.01,1.62342,-0.00043,4e-05,-0.0032,0.0004,0.0273972602739726 -8,AAPL230106C00070000,AAPL,2023-01-06,70.0,call,2022-12-27,0.0,59.95,60.3,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.0081,0.0,0.0273972602739726 -9,AAPL230106P00070000,AAPL,2023-01-06,70.0,put,2022-12-27,0.01,0.0,0.01,1,0.01,146,0.01,0.01,1.48937,-0.00047,4e-05,-0.00318,0.00043,0.0273972602739726 -10,AAPL230106C00075000,AAPL,2023-01-06,75.0,call,2022-12-27,57.8,54.95,55.3,1,57.8,1,57.8,57.8,4e-05,1.0,0.0,-0.00868,0.0,0.0273972602739726 -11,AAPL230106P00075000,AAPL,2023-01-06,75.0,put,2022-12-27,0.01,0.0,0.01,3,0.01,4,0.01,0.01,1.3644,-0.00052,5e-05,-0.00315,0.00046,0.0273972602739726 -12,AAPL230106C00080000,AAPL,2023-01-06,80.0,call,2022-12-27,52.15,49.95,50.35,1,52.15,5,52.15,52.15,4e-05,1.0,0.0,-0.00926,0.0,0.0273972602739726 -13,AAPL230106P00080000,AAPL,2023-01-06,80.0,put,2022-12-27,0.02,0.0,0.01,1,0.02,21,0.02,0.02,1.24744,-0.00056,6e-05,-0.00313,0.0005,0.0273972602739726 -14,AAPL230106C00085000,AAPL,2023-01-06,85.0,call,2022-12-27,0.0,45.0,45.4,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00984,0.0,0.0273972602739726 -15,AAPL230106P00085000,AAPL,2023-01-06,85.0,put,2022-12-27,0.01,0.0,0.02,20,0.01,262,0.01,0.01,1.20564,-0.00111,0.00012,-0.00565,0.00094,0.0273972602739726 -16,AAPL230106C00090000,AAPL,2023-01-06,90.0,call,2022-12-27,40.12,40.0,40.4,2,40.12,25,40.12,40.12,4e-05,1.0,0.0,-0.01042,0.0,0.0273972602739726 -17,AAPL230106P00090000,AAPL,2023-01-06,90.0,put,2022-12-27,0.01,0.0,0.02,805,0.02,338,0.02,0.01,1.09592,-0.00122,0.00015,-0.00559,0.00102,0.0273972602739726 -18,AAPL230106C00095000,AAPL,2023-01-06,95.0,call,2022-12-27,39.35,35.0,35.45,1,39.35,12,39.35,39.35,4e-05,1.0,0.0,-0.011,0.0,0.0273972602739726 -19,AAPL230106P00095000,AAPL,2023-01-06,95.0,put,2022-12-27,0.02,0.01,0.03,63,0.01,601,0.03,0.01,1.05923,-0.00239,0.00028,-0.00997,0.00189,0.0273972602739726 -20,AAPL230106C00100000,AAPL,2023-01-06,100.0,call,2022-12-27,31.3,30.05,30.45,2,31.3,18,31.3,31.3,4e-05,1.0,0.0,-0.01158,0.0,0.0273972602739726 -21,AAPL230106P00100000,AAPL,2023-01-06,100.0,put,2022-12-27,0.03,0.02,0.04,1064,0.04,3541,0.04,0.02,0.99552,-0.00368,0.00044,-0.01383,0.00279,0.0273972602739726 -22,AAPL230106C00105000,AAPL,2023-01-06,105.0,call,2022-12-27,25.2,25.05,25.4,2,24.0,65,25.2,24.0,4e-05,1.0,0.0,-0.01215,0.0,0.0273972602739726 -23,AAPL230106P00105000,AAPL,2023-01-06,105.0,put,2022-12-27,0.05,0.04,0.05,631,0.06,549,0.07,0.04,0.93327,-0.00567,0.00068,-0.01904,0.0041,0.0273972602739726 -24,AAPL230106C00110000,AAPL,2023-01-06,110.0,call,2022-12-27,19.75,20.1,20.5,2,19.75,71,19.75,19.75,4e-05,1.0,0.0,-0.01273,0.0,0.0273972602739726 -25,AAPL230106P00110000,AAPL,2023-01-06,110.0,put,2022-12-27,0.09,0.08,0.09,1581,0.11,1397,0.15,0.08,0.89901,-0.01044,0.00121,-0.03136,0.00702,0.0273972602739726 -26,AAPL230106C00115000,AAPL,2023-01-06,115.0,call,2022-12-27,15.36,15.2,15.6,163,16.07,27,16.07,14.4,4e-05,1.0,0.0,-0.01331,0.0,0.0273972602739726 -27,AAPL230106P00115000,AAPL,2023-01-06,115.0,put,2022-12-27,0.2,0.19,0.2,1592,0.18,2122,0.33,0.16,0.89695,-0.02192,0.0023,-0.05911,0.01327,0.0273972602739726 -28,AAPL230106C00120000,AAPL,2023-01-06,120.0,call,2022-12-27,10.9,10.55,10.9,172,11.45,126,11.45,9.79,4e-05,1.0,0.0,-0.01389,0.0,0.0273972602739726 -29,AAPL230106P00120000,AAPL,2023-01-06,120.0,put,2022-12-27,0.49,0.47,0.49,5417,0.42,4939,0.77,0.41,0.92663,-0.04663,0.00415,-0.11376,0.02474,0.0273972602739726 -30,AAPL230106C00121000,AAPL,2023-01-06,121.0,call,2022-12-27,10.2,9.65,10.0,207,9.4,81,10.2,9.4,4e-05,1.0,0.0,-0.01401,0.0,0.0273972602739726 -31,AAPL230106P00121000,AAPL,2023-01-06,121.0,put,2022-12-27,0.59,0.56,0.59,1163,0.5,1688,0.91,0.5,0.93685,-0.05388,0.00461,-0.12904,0.02777,0.0273972602739726 -32,AAPL230106C00122000,AAPL,2023-01-06,122.0,call,2022-12-27,9.2,8.8,9.1,48,8.2,60,9.3,8.2,4e-05,1.0,0.0,-0.01412,0.0,0.0273972602739726 -33,AAPL230106P00122000,AAPL,2023-01-06,122.0,put,2022-12-27,0.73,0.69,0.72,778,0.6,508,1.09,0.6,0.95409,-0.06301,0.00511,-0.14859,0.0314,0.0273972602739726 -34,AAPL230106C00123000,AAPL,2023-01-06,123.0,call,2022-12-27,8.35,7.95,8.15,75,8.45,93,8.5,8.35,4e-05,1.0,0.0,-0.01424,0.0,0.0273972602739726 -35,AAPL230106P00123000,AAPL,2023-01-06,123.0,put,2022-12-27,0.88,0.85,0.87,659,0.88,3233,1.29,0.75,0.97317,-0.07319,0.00563,-0.17011,0.03525,0.0273972602739726 -36,AAPL230106C00124000,AAPL,2023-01-06,124.0,call,2022-12-27,7.37,7.15,7.35,68,7.4,38,7.5,6.58,4e-05,1.0,0.0,-0.01435,0.0,0.0273972602739726 -37,AAPL230106P00124000,AAPL,2023-01-06,124.0,put,2022-12-27,1.04,1.01,1.06,805,0.91,1062,1.51,0.91,0.99201,-0.08401,0.00613,-0.19248,0.03913,0.0273972602739726 -38,AAPL230106C00125000,AAPL,2023-01-06,125.0,call,2022-12-27,6.47,6.4,6.55,401,7.2,331,7.2,5.96,4e-05,1.0,0.0,-0.01447,0.0,0.0273972602739726 -39,AAPL230106P00125000,AAPL,2023-01-06,125.0,put,2022-12-27,1.24,1.22,1.27,5082,1.12,3547,1.82,1.1,1.01391,-0.09602,0.00662,-0.21724,0.04322,0.0273972602739726 -40,AAPL230106C00126000,AAPL,2023-01-06,126.0,call,2022-12-27,6.0,5.65,5.8,93,6.5,98,6.5,5.1,4e-05,1.0,0.0,-0.01459,0.0,0.0273972602739726 -41,AAPL230106P00126000,AAPL,2023-01-06,126.0,put,2022-12-27,1.52,1.48,1.52,734,1.52,1042,2.14,1.33,1.04008,-0.1094,0.0071,-0.24498,0.04752,0.0273972602739726 -42,AAPL230106C00127000,AAPL,2023-01-06,127.0,call,2022-12-27,5.1,4.95,5.1,760,5.2,103,5.25,4.45,4e-05,1.0,0.0,-0.0147,0.0,0.0273972602739726 -43,AAPL230106P00127000,AAPL,2023-01-06,127.0,put,2022-12-27,1.82,1.77,1.82,1706,1.51,1877,2.5,1.51,1.06838,-0.12362,0.00754,-0.27442,0.05182,0.0273972602739726 -44,AAPL230106C00128000,AAPL,2023-01-06,128.0,call,2022-12-27,4.4,4.35,4.45,176,4.94,180,5.1,3.9,4e-05,1.0,0.0,-0.01482,0.0,0.0273972602739726 -45,AAPL230106P00128000,AAPL,2023-01-06,128.0,put,2022-12-27,2.14,2.11,2.16,1806,1.96,1987,2.89,1.93,1.09936,-0.13864,0.00793,-0.30563,0.05609,0.0273972602739726 -46,AAPL230106C00129000,AAPL,2023-01-06,129.0,call,2022-12-27,3.82,3.7,3.8,1638,4.05,206,4.1,3.25,4e-05,1.0,0.0,-0.01493,0.0,0.0273972602739726 -47,AAPL230106P00129000,AAPL,2023-01-06,129.0,put,2022-12-27,2.54,2.5,2.56,3648,2.15,2024,3.35,2.13,1.13407,-0.15449,0.00826,-0.339,0.06032,0.0273972602739726 -48,AAPL230106C00130000,AAPL,2023-01-06,130.0,call,2022-12-27,3.2,3.15,3.25,4287,3.85,895,3.85,2.8,4e-05,1.0,0.0,-0.01505,0.0,0.0273972602739726 -49,AAPL230106P00130000,AAPL,2023-01-06,130.0,put,2022-12-27,2.95,2.95,2.99,5179,2.62,8896,3.85,2.51,1.17039,-0.17058,0.00854,-0.37314,0.06434,0.0273972602739726 -50,AAPL230106C00131000,AAPL,2023-01-06,131.0,call,2022-12-27,2.68,2.68,2.71,2805,3.45,721,3.45,2.37,4e-05,1.0,0.0,-0.01516,0.0,0.0273972602739726 -51,AAPL230106P00131000,AAPL,2023-01-06,131.0,put,2022-12-27,3.45,3.4,3.5,984,2.95,2304,4.32,2.95,1.20747,-0.18664,0.00876,-0.40737,0.06809,0.0273972602739726 -52,AAPL230106C00132000,AAPL,2023-01-06,132.0,call,2022-12-27,2.23,2.22,2.26,4642,3.0,2973,3.0,1.95,4e-05,1.0,0.0,-0.01528,0.0,0.0273972602739726 -53,AAPL230106P00132000,AAPL,2023-01-06,132.0,put,2022-12-27,4.04,3.95,4.05,531,3.72,6852,5.0,3.7,1.24966,-0.20316,0.00891,-0.4439,0.0717,0.0273972602739726 -54,AAPL230106C00133000,AAPL,2023-01-06,133.0,call,2022-12-27,1.83,1.82,1.85,1936,2.45,1250,2.48,1.6,4e-05,1.0,0.0,-0.0154,0.0,0.0273972602739726 -55,AAPL230106P00133000,AAPL,2023-01-06,133.0,put,2022-12-27,4.55,4.5,4.65,3127,4.02,4095,5.65,4.02,1.29032,-0.21902,0.00902,-0.47897,0.07493,0.0273972602739726 -56,AAPL230106C00134000,AAPL,2023-01-06,134.0,call,2022-12-27,1.49,1.43,1.5,2332,1.88,2033,1.92,1.3,4e-05,1.0,0.0,-0.01551,0.0,0.0273972602739726 -57,AAPL230106P00134000,AAPL,2023-01-06,134.0,put,2022-12-27,5.3,5.15,5.35,372,4.98,2354,6.3,4.98,1.33968,-0.23541,0.00905,-0.51792,0.07803,0.0273972602739726 -58,AAPL230106C00135000,AAPL,2023-01-06,135.0,call,2022-12-27,1.18,1.18,1.2,8144,1.65,9196,1.65,1.04,4e-05,1.0,0.0,-0.01563,0.0,0.0273972602739726 -59,AAPL230106P00135000,AAPL,2023-01-06,135.0,put,2022-12-27,6.0,5.85,6.05,766,5.2,5735,7.1,5.2,1.38767,-0.2509,0.00904,-0.55528,0.08077,0.0273972602739726 -60,AAPL230106C00136000,AAPL,2023-01-06,136.0,call,2022-12-27,0.93,0.91,0.95,2223,1.41,3320,1.41,0.83,4e-05,1.0,0.0,-0.01574,0.0,0.0273972602739726 -61,AAPL230106P00136000,AAPL,2023-01-06,136.0,put,2022-12-27,6.31,6.6,6.8,157,6.4,1183,7.68,6.3,1.4378,-0.26586,0.00899,-0.59286,0.08323,0.0273972602739726 -62,AAPL230106C00137000,AAPL,2023-01-06,137.0,call,2022-12-27,0.72,0.7,0.74,1991,1.05,1728,1.05,0.66,4e-05,1.0,0.0,-0.01586,0.0,0.0273972602739726 -63,AAPL230106P00137000,AAPL,2023-01-06,137.0,put,2022-12-27,7.35,7.35,7.65,63,8.2,5529,8.46,7.32,1.49014,-0.28021,0.00891,-0.63067,0.08543,0.0273972602739726 -64,AAPL230106C00138000,AAPL,2023-01-06,138.0,call,2022-12-27,0.57,0.54,0.57,1204,0.91,4574,0.91,0.52,4e-05,1.0,0.0,-0.01597,0.0,0.0273972602739726 -65,AAPL230106P00138000,AAPL,2023-01-06,138.0,put,2022-12-27,8.3,8.25,8.5,243,7.77,9175,9.55,7.77,1.54766,-0.29407,0.00877,-0.67018,0.08741,0.0273972602739726 -66,AAPL230106C00139000,AAPL,2023-01-06,139.0,call,2022-12-27,0.42,0.42,0.44,1278,0.63,2338,0.65,0.41,4e-05,1.0,0.0,-0.01609,0.0,0.0273972602739726 -67,AAPL230106P00139000,AAPL,2023-01-06,139.0,put,2022-12-27,8.77,8.95,9.45,186,8.77,787,10.12,8.77,1.59634,-0.30656,0.00867,-0.70437,0.08906,0.0273972602739726 -68,AAPL230106C00140000,AAPL,2023-01-06,140.0,call,2022-12-27,0.34,0.33,0.34,4521,0.58,16480,0.58,0.32,4e-05,1.0,0.0,-0.01621,0.0,0.0273972602739726 -69,AAPL230106P00140000,AAPL,2023-01-06,140.0,put,2022-12-27,10.14,9.9,10.25,207,9.11,1799,11.35,9.11,1.64783,-0.31848,0.00854,-0.73918,0.09054,0.0273972602739726 -70,AAPL230106C00141000,AAPL,2023-01-06,141.0,call,2022-12-27,0.26,0.25,0.26,631,0.41,2285,0.42,0.25,4e-05,1.0,0.0,-0.01632,0.0,0.0273972602739726 -71,AAPL230106P00141000,AAPL,2023-01-06,141.0,put,2022-12-27,10.7,11.0,11.2,34,11.77,477,12.2,10.7,1.71314,-0.33017,0.00833,-0.77998,0.09189,0.0273972602739726 -72,AAPL230106C00142000,AAPL,2023-01-06,142.0,call,2022-12-27,0.2,0.19,0.2,1448,0.31,4980,0.32,0.19,4e-05,1.0,0.0,-0.01644,0.0,0.0273972602739726 -73,AAPL230106P00142000,AAPL,2023-01-06,142.0,put,2022-12-27,12.1,11.75,12.2,127,10.05,2012,13.06,10.05,1.75968,-0.34047,0.00821,-0.81087,0.09301,0.0273972602739726 -74,AAPL230106C00143000,AAPL,2023-01-06,143.0,call,2022-12-27,0.15,0.15,0.16,696,0.28,3583,0.28,0.15,4e-05,1.0,0.0,-0.01655,0.0,0.0273972602739726 -75,AAPL230106P00143000,AAPL,2023-01-06,143.0,put,2022-12-27,13.35,12.7,13.15,37,12.4,5728,13.35,12.4,1.81225,-0.35033,0.00806,-0.84404,0.094,0.0273972602739726 -76,AAPL230106C00144000,AAPL,2023-01-06,144.0,call,2022-12-27,0.13,0.11,0.13,2175,0.22,3210,0.22,0.11,4e-05,1.0,0.0,-0.01667,0.0,0.0273972602739726 -77,AAPL230106P00144000,AAPL,2023-01-06,144.0,put,2022-12-27,13.92,13.75,14.2,26,13.4,1154,15.2,13.4,1.87336,-0.35966,0.00787,-0.88072,0.09488,0.0273972602739726 -78,AAPL230106C00145000,AAPL,2023-01-06,145.0,call,2022-12-27,0.1,0.09,0.1,1246,0.22,3934,0.22,0.09,4e-05,1.0,0.0,-0.01678,0.0,0.0273972602739726 -79,AAPL230106P00145000,AAPL,2023-01-06,145.0,put,2022-12-27,14.8,14.8,15.1,27,14.25,674,15.55,14.25,1.92471,-0.36827,0.00772,-0.91213,0.09564,0.0273972602739726 -80,AAPL230106C00146000,AAPL,2023-01-06,146.0,call,2022-12-27,0.08,0.07,0.08,275,0.13,1573,0.13,0.07,4e-05,1.0,0.0,-0.0169,0.0,0.0273972602739726 -81,AAPL230106P00146000,AAPL,2023-01-06,146.0,put,2022-12-27,15.85,15.75,16.05,162,16.55,390,16.85,15.75,1.97178,-0.37636,0.00759,-0.94098,0.09631,0.0273972602739726 -82,AAPL230106C00147000,AAPL,2023-01-06,147.0,call,2022-12-27,0.06,0.05,0.07,323,0.1,1252,0.11,0.06,4e-05,1.0,0.0,-0.01702,0.0,0.0273972602739726 -83,AAPL230106P00147000,AAPL,2023-01-06,147.0,put,2022-12-27,16.78,16.75,17.1,12,17.45,269,17.99,16.75,2.02511,-0.38396,0.00743,-0.97236,0.0969,0.0273972602739726 -84,AAPL230106C00148000,AAPL,2023-01-06,148.0,call,2022-12-27,0.05,0.05,0.06,294,0.1,1708,0.1,0.05,4e-05,1.0,0.0,-0.01713,0.0,0.0273972602739726 -85,AAPL230106P00148000,AAPL,2023-01-06,148.0,put,2022-12-27,19.0,17.75,18.1,16,19.0,441,19.0,19.0,2.07447,-0.39112,0.0073,-1.00141,0.09742,0.0273972602739726 -86,AAPL230106C00149000,AAPL,2023-01-06,149.0,call,2022-12-27,0.05,0.04,0.05,191,0.06,1304,0.08,0.04,4e-05,1.0,0.0,-0.01725,0.0,0.0273972602739726 -87,AAPL230106P00149000,AAPL,2023-01-06,149.0,put,2022-12-27,18.6,18.75,19.2,1,18.6,206,18.6,18.6,2.12757,-0.3978,0.00715,-1.03186,0.09787,0.0273972602739726 -88,AAPL230106C00150000,AAPL,2023-01-06,150.0,call,2022-12-27,0.03,0.03,0.04,552,0.07,4532,0.07,0.03,4e-05,1.0,0.0,-0.01736,0.0,0.0273972602739726 -89,AAPL230106P00150000,AAPL,2023-01-06,150.0,put,2022-12-27,20.05,19.75,20.25,9,20.3,296,21.15,20.05,2.17686,-0.40412,0.00701,-1.06013,0.09827,0.0273972602739726 -90,AAPL230106C00152500,AAPL,2023-01-06,152.5,call,2022-12-27,0.02,0.02,0.03,214,0.08,3139,0.08,0.02,4e-05,1.0,0.0,-0.01765,0.0,0.0273972602739726 -91,AAPL230106P00152500,AAPL,2023-01-06,152.5,put,2022-12-27,22.4,22.25,22.75,20,22.95,25,22.95,22.4,2.28901,-0.41867,0.00673,-1.12415,0.0991,0.0273972602739726 -92,AAPL230106C00155000,AAPL,2023-01-06,155.0,call,2022-12-27,0.03,0.02,0.03,139,0.04,5358,0.04,0.02,0.03941,0.05829,0.11649,-0.00685,0.02954,0.0273972602739726 -93,AAPL230106P00155000,AAPL,2023-01-06,155.0,put,2022-12-27,24.65,24.75,25.2,1,24.65,134,24.65,24.65,2.39254,-0.43168,0.00648,-1.18238,0.09972,0.0273972602739726 -94,AAPL230106C00157500,AAPL,2023-01-06,157.5,call,2022-12-27,0.02,0.01,0.03,165,0.03,2359,0.03,0.01,0.08114,0.02568,0.02904,-0.00661,0.01517,0.0273972602739726 -95,AAPL230106P00157500,AAPL,2023-01-06,157.5,put,2022-12-27,28.5,27.25,27.7,10,28.5,1,28.5,28.5,2.4934,-0.44325,0.00624,-1.23793,0.10018,0.0273972602739726 -96,AAPL230106C00160000,AAPL,2023-01-06,160.0,call,2022-12-27,0.01,0.01,0.02,97,0.02,2889,0.02,0.01,0.11578,0.01454,0.01255,-0.00567,0.00935,0.0273972602739726 -97,AAPL230106P00160000,AAPL,2023-01-06,160.0,put,2022-12-27,31.15,29.75,30.2,1,31.15,0,31.15,31.15,2.58961,-0.4537,0.00603,-1.2901,0.10053,0.0273972602739726 -98,AAPL230106C00162500,AAPL,2023-01-06,162.5,call,2022-12-27,0.02,0.01,0.02,5,0.01,2646,0.02,0.01,0.15179,0.01141,0.00776,-0.00596,0.00758,0.0273972602739726 -99,AAPL230106P00162500,AAPL,2023-01-06,162.5,put,2022-12-27,16.7,32.25,32.65,2,17.0,0,17.0,16.7,2.67918,-0.46333,0.00584,-1.33807,0.10078,0.0273972602739726 -100,AAPL230106C00165000,AAPL,2023-01-06,165.0,call,2022-12-27,0.02,0.01,0.02,68,0.01,2354,0.02,0.01,0.18627,0.00951,0.0054,-0.0062,0.00647,0.0273972602739726 -101,AAPL230106P00165000,AAPL,2023-01-06,165.0,put,2022-12-27,30.1,34.8,35.15,1,30.1,0,30.1,30.1,2.76997,-0.47189,0.00566,-1.38582,0.10096,0.0273972602739726 -102,AAPL230106C00167500,AAPL,2023-01-06,167.5,call,2022-12-27,0.02,0.01,0.02,36,0.01,1252,0.02,0.01,0.21946,0.00821,0.00403,-0.00639,0.00569,0.0273972602739726 -103,AAPL230106P00167500,AAPL,2023-01-06,167.5,put,2022-12-27,35.97,37.25,37.65,1,35.97,0,35.97,35.97,2.85252,-0.48003,0.00551,-1.42883,0.10108,0.0273972602739726 -104,AAPL230106C00170000,AAPL,2023-01-06,170.0,call,2022-12-27,0.01,0.0,0.01,142,0.01,1298,0.01,0.01,0.22373,0.00295,0.00159,-0.00261,0.00229,0.0273972602739726 -105,AAPL230106P00170000,AAPL,2023-01-06,170.0,put,2022-12-27,27.4,39.8,40.15,10,27.4,0,27.4,27.4,2.93697,-0.48726,0.00535,-1.4722,0.10116,0.0273972602739726 -106,AAPL230106C00172500,AAPL,2023-01-06,172.5,call,2022-12-27,0.01,0.0,0.02,122,0.01,1882,0.01,0.01,0.27035,0.0047,0.00199,-0.00477,0.00347,0.0273972602739726 -107,AAPL230106P00172500,AAPL,2023-01-06,172.5,put,2022-12-27,0.0,42.25,42.7,0,0.0,0,0.0,0.0,3.01609,-0.4941,0.00521,-1.51242,0.1012,0.0273972602739726 -108,AAPL230106C00175000,AAPL,2023-01-06,175.0,call,2022-12-27,0.01,0.0,0.01,200,0.01,873,0.01,0.01,0.27973,0.00241,0.00106,-0.0027,0.0019,0.0273972602739726 -109,AAPL230106P00175000,AAPL,2023-01-06,175.0,put,2022-12-27,38.48,44.75,45.2,1,38.48,0,38.48,38.48,3.09261,-0.50047,0.00508,-1.55091,0.10121,0.0273972602739726 -110,AAPL230106C00177500,AAPL,2023-01-06,177.5,call,2022-12-27,0.01,0.0,0.01,1,0.01,1190,0.01,0.01,0.30674,0.00221,0.00089,-0.00274,0.00176,0.0273972602739726 -111,AAPL230106P00177500,AAPL,2023-01-06,177.5,put,2022-12-27,31.43,47.3,47.65,1,31.43,1,31.43,31.43,3.16669,-0.50642,0.00497,-1.58779,0.1012,0.0273972602739726 -112,AAPL230106C00180000,AAPL,2023-01-06,180.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,1286,0.01,0.01,0.33314,0.00205,0.00077,-0.00278,0.00165,0.0273972602739726 -113,AAPL230106P00180000,AAPL,2023-01-06,180.0,put,2022-12-27,33.9,49.75,50.15,4,33.9,0,33.9,33.9,3.23612,-0.51216,0.00486,-1.62198,0.10116,0.0273972602739726 -114,AAPL230106C00185000,AAPL,2023-01-06,185.0,call,2022-12-27,0.01,0.0,0.01,125,0.01,997,0.01,0.01,0.38433,0.0018,0.00059,-0.00284,0.00146,0.0273972602739726 -115,AAPL230106P00185000,AAPL,2023-01-06,185.0,put,2022-12-27,41.5,54.8,55.15,1,41.5,0,41.5,41.5,3.3762,-0.52215,0.00465,-1.69024,0.10105,0.0273972602739726 -116,AAPL230106C00190000,AAPL,2023-01-06,190.0,call,2022-12-27,0.01,0.0,0.01,174,0.01,582,0.01,0.01,0.43346,0.00162,0.00047,-0.0029,0.00132,0.0273972602739726 -117,AAPL230106P00190000,AAPL,2023-01-06,190.0,put,2022-12-27,0.0,59.75,60.2,0,0.0,0,0.0,0.0,3.50643,-0.5312,0.00447,-1.75261,0.1009,0.0273972602739726 -118,AAPL230106C00195000,AAPL,2023-01-06,195.0,call,2022-12-27,0.01,0.0,0.01,3,0.01,400,0.01,0.01,0.48077,0.00147,0.00039,-0.00295,0.00121,0.0273972602739726 -119,AAPL230106P00195000,AAPL,2023-01-06,195.0,put,2022-12-27,0.0,64.75,65.2,0,0.0,0,0.0,0.0,3.63018,-0.53931,0.00431,-1.81101,0.10072,0.0273972602739726 -120,AAPL230106C00200000,AAPL,2023-01-06,200.0,call,2022-12-27,0.02,0.0,0.01,396,0.01,397,0.02,0.01,0.52647,0.00135,0.00033,-0.00299,0.00113,0.0273972602739726 -121,AAPL230106P00200000,AAPL,2023-01-06,200.0,put,2022-12-27,0.0,69.7,70.15,0,0.0,0,0.0,0.0,3.74294,-0.54705,0.00417,-1.8631,0.1005,0.0273972602739726 -122,AAPL230106C00205000,AAPL,2023-01-06,205.0,call,2022-12-27,0.01,0.0,0.01,5,0.01,187,0.01,0.01,0.57064,0.00126,0.00029,-0.00303,0.00105,0.0273972602739726 -123,AAPL230106P00205000,AAPL,2023-01-06,205.0,put,2022-12-27,73.38,74.75,75.2,1,73.38,0,73.38,73.38,3.86044,-0.55334,0.00404,-1.91756,0.1003,0.0273972602739726 -124,AAPL230106C00210000,AAPL,2023-01-06,210.0,call,2022-12-27,0.01,0.0,0.01,4,0.01,4,0.01,0.01,0.61337,0.00118,0.00025,-0.00306,0.00099,0.0273972602739726 -125,AAPL230106P00210000,AAPL,2023-01-06,210.0,put,2022-12-27,0.0,79.75,80.2,0,0.0,0,0.0,0.0,3.96809,-0.55945,0.00392,-1.9665,0.10008,0.0273972602739726 -126,AAPL230106C00215000,AAPL,2023-01-06,215.0,call,2022-12-27,0.01,0.0,0.01,3,0.01,6,0.01,0.01,0.65487,0.00111,0.00022,-0.0031,0.00094,0.0273972602739726 -127,AAPL230106P00215000,AAPL,2023-01-06,215.0,put,2022-12-27,0.0,84.7,85.2,0,0.0,0,0.0,0.0,4.06887,-0.56527,0.00381,-2.01154,0.09985,0.0273972602739726 -128,AAPL230106C00220000,AAPL,2023-01-06,220.0,call,2022-12-27,0.02,0.0,0.01,6,0.02,6,0.02,0.02,0.69515,0.00105,0.0002,-0.00313,0.00089,0.0273972602739726 -129,AAPL230106P00220000,AAPL,2023-01-06,220.0,put,2022-12-27,0.0,89.8,90.15,0,0.0,0,0.0,0.0,4.17057,-0.57025,0.00371,-2.05715,0.09964,0.0273972602739726 -130,AAPL230106C00225000,AAPL,2023-01-06,225.0,call,2022-12-27,0.02,0.0,0.01,10,0.02,11,0.02,0.02,0.73421,0.001,0.00018,-0.00315,0.00085,0.0273972602739726 -131,AAPL230106P00225000,AAPL,2023-01-06,225.0,put,2022-12-27,0.0,94.8,95.15,0,0.0,0,0.0,0.0,4.26601,-0.57505,0.00362,-2.09927,0.09941,0.0273972602739726 -132,AAPL230106C00230000,AAPL,2023-01-06,230.0,call,2022-12-27,0.01,0.0,0.01,50,0.01,50,0.01,0.01,0.77229,0.00096,0.00016,-0.00318,0.00082,0.0273972602739726 -133,AAPL230106P00230000,AAPL,2023-01-06,230.0,put,2022-12-27,93.23,99.8,100.15,8,93.42,0,93.42,93.23,4.35802,-0.57952,0.00354,-2.13953,0.09919,0.0273972602739726 -134,AAPL230106C00235000,AAPL,2023-01-06,235.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.80936,0.00092,0.00015,-0.00321,0.00079,0.0273972602739726 -135,AAPL230106P00235000,AAPL,2023-01-06,235.0,put,2022-12-27,0.0,104.75,105.2,0,0.0,0,0.0,0.0,4.44683,-0.58368,0.00346,-2.17809,0.09897,0.0273972602739726 -136,AAPL230106C00240000,AAPL,2023-01-06,240.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.84545,0.00088,0.00014,-0.00323,0.00076,0.0273972602739726 -137,AAPL230106P00240000,AAPL,2023-01-06,240.0,put,2022-12-27,0.0,109.8,110.15,0,0.0,0,0.0,0.0,4.53259,-0.58758,0.00339,-2.21503,0.09876,0.0273972602739726 -138,AAPL230106C00245000,AAPL,2023-01-06,245.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,0.88062,0.00085,0.00013,-0.00325,0.00074,0.0273972602739726 -139,AAPL230106P00245000,AAPL,2023-01-06,245.0,put,2022-12-27,0.0,114.75,115.2,0,0.0,0,0.0,0.0,4.61559,-0.59123,0.00332,-2.25054,0.09855,0.0273972602739726 -140,AAPL230106C00250000,AAPL,2023-01-06,250.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,8,0.01,0.01,0.91496,0.00082,0.00012,-0.00327,0.00071,0.0273972602739726 -141,AAPL230106P00250000,AAPL,2023-01-06,250.0,put,2022-12-27,107.9,119.8,120.15,1,107.9,0,107.9,107.9,4.69601,-0.59466,0.00325,-2.28472,0.09835,0.0273972602739726 -142,AAPL230113C00050000,AAPL,2023-01-13,50.0,call,2022-12-27,0.0,79.95,80.45,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00578,0.0,0.04657534246575343 -143,AAPL230113P00050000,AAPL,2023-01-13,50.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.61022,-0.00033,2e-05,-0.00191,0.0004,0.04657534246575343 -144,AAPL230113C00055000,AAPL,2023-01-13,55.0,call,2022-12-27,76.6,74.95,75.45,1,76.6,1,76.6,76.6,4e-05,1.0,0.0,-0.00636,0.0,0.04657534246575343 -145,AAPL230113P00055000,AAPL,2023-01-13,55.0,put,2022-12-27,0.02,0.0,0.01,5,0.02,5,0.02,0.02,1.47778,-0.00036,3e-05,-0.0019,0.00044,0.04657534246575343 -146,AAPL230113C00060000,AAPL,2023-01-13,60.0,call,2022-12-27,76.65,70.0,70.4,1,76.65,1,76.65,76.65,4e-05,1.0,0.0,-0.00694,0.0,0.04657534246575343 -147,AAPL230113P00060000,AAPL,2023-01-13,60.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.35708,-0.0004,3e-05,-0.00189,0.00048,0.04657534246575343 -148,AAPL230113C00065000,AAPL,2023-01-13,65.0,call,2022-12-27,0.0,65.0,65.5,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00752,0.0,0.04657534246575343 -149,AAPL230113P00065000,AAPL,2023-01-13,65.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.24607,-0.00043,4e-05,-0.00188,0.00052,0.04657534246575343 -150,AAPL230113C00070000,AAPL,2023-01-13,70.0,call,2022-12-27,0.0,60.05,60.45,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.0081,0.0,0.04657534246575343 -151,AAPL230113P00070000,AAPL,2023-01-13,70.0,put,2022-12-27,0.01,0.0,0.02,8,0.01,8,0.01,0.01,1.21021,-0.00085,7e-05,-0.00341,0.00096,0.04657534246575343 -152,AAPL230113C00075000,AAPL,2023-01-13,75.0,call,2022-12-27,0.0,55.05,55.45,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00867,0.0,0.04657534246575343 -153,AAPL230113P00075000,AAPL,2023-01-13,75.0,put,2022-12-27,0.0,0.0,0.02,0,0.0,0,0.0,0.0,1.10928,-0.00093,9e-05,-0.00338,0.00104,0.04657534246575343 -154,AAPL230113C00080000,AAPL,2023-01-13,80.0,call,2022-12-27,54.7,50.05,50.45,40,54.3,20,54.7,54.3,4e-05,1.0,0.0,-0.00925,0.0,0.04657534246575343 -155,AAPL230113P00080000,AAPL,2023-01-13,80.0,put,2022-12-27,0.03,0.0,0.03,2,0.03,15,0.03,0.03,1.05236,-0.00142,0.00013,-0.00474,0.00154,0.04657534246575343 -156,AAPL230113C00085000,AAPL,2023-01-13,85.0,call,2022-12-27,0.0,45.1,45.5,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00983,0.0,0.04657534246575343 -157,AAPL230113P00085000,AAPL,2023-01-13,85.0,put,2022-12-27,0.02,0.01,0.04,165,0.02,118,0.03,0.01,1.00925,-0.00238,0.00022,-0.00724,0.00245,0.04657534246575343 -158,AAPL230113C00090000,AAPL,2023-01-13,90.0,call,2022-12-27,40.0,40.1,40.55,1,40.0,0,40.0,40.0,4e-05,1.0,0.0,-0.01041,0.0,0.04657534246575343 -159,AAPL230113P00090000,AAPL,2023-01-13,90.0,put,2022-12-27,0.03,0.02,0.04,96,0.04,351,0.04,0.03,0.93594,-0.00303,0.0003,-0.00834,0.00305,0.04657534246575343 -160,AAPL230113C00095000,AAPL,2023-01-13,95.0,call,2022-12-27,0.0,35.15,35.5,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01099,0.0,0.04657534246575343 -161,AAPL230113P00095000,AAPL,2023-01-13,95.0,put,2022-12-27,0.06,0.05,0.06,49,0.05,88,0.07,0.05,0.90778,-0.00542,0.00052,-0.01362,0.00514,0.04657534246575343 -162,AAPL230113C00100000,AAPL,2023-01-13,100.0,call,2022-12-27,31.9,30.15,30.65,4,31.9,13,31.9,31.9,4e-05,1.0,0.0,-0.01157,0.0,0.04657534246575343 -163,AAPL230113P00100000,AAPL,2023-01-13,100.0,put,2022-12-27,0.1,0.09,0.1,669,0.1,625,0.13,0.09,0.87749,-0.00918,0.00085,-0.02094,0.00818,0.04657534246575343 -164,AAPL230113C00105000,AAPL,2023-01-13,105.0,call,2022-12-27,25.4,25.3,25.7,2,24.5,2,25.4,24.5,4e-05,1.0,0.0,-0.01214,0.0,0.04657534246575343 -165,AAPL230113P00105000,AAPL,2023-01-13,105.0,put,2022-12-27,0.16,0.15,0.17,124,0.18,867,0.2,0.15,0.84812,-0.01512,0.00136,-0.03117,0.01261,0.04657534246575343 -166,AAPL230113C00110000,AAPL,2023-01-13,110.0,call,2022-12-27,20.12,20.45,20.8,3,20.32,62,20.32,20.12,4e-05,1.0,0.0,-0.01272,0.0,0.04657534246575343 -167,AAPL230113P00110000,AAPL,2023-01-13,110.0,put,2022-12-27,0.28,0.27,0.29,589,0.25,792,0.39,0.25,0.82844,-0.02535,0.00216,-0.04718,0.01956,0.04657534246575343 -168,AAPL230113C00115000,AAPL,2023-01-13,115.0,call,2022-12-27,15.78,15.7,16.05,2,15.5,48,15.78,15.5,4e-05,1.0,0.0,-0.0133,0.0,0.04657534246575343 -169,AAPL230113P00115000,AAPL,2023-01-13,115.0,put,2022-12-27,0.55,0.52,0.55,886,0.47,2021,0.73,0.47,0.83035,-0.04439,0.00341,-0.07489,0.03101,0.04657534246575343 -170,AAPL230113C00120000,AAPL,2023-01-13,120.0,call,2022-12-27,11.64,11.3,11.5,4,10.89,67,11.64,10.89,4e-05,1.0,0.0,-0.01388,0.0,0.04657534246575343 -171,AAPL230113P00120000,AAPL,2023-01-13,120.0,put,2022-12-27,1.1,1.06,1.12,2354,0.97,2888,1.44,0.97,0.86277,-0.07836,0.00513,-0.12133,0.04841,0.04657534246575343 -172,AAPL230113C00124000,AAPL,2023-01-13,124.0,call,2022-12-27,8.16,8.15,8.35,1,8.16,11,8.16,8.16,4e-05,1.0,0.0,-0.01434,0.0,0.04657534246575343 -173,AAPL230113P00124000,AAPL,2023-01-13,124.0,put,2022-12-27,1.77,1.88,1.94,236,1.85,895,2.41,1.75,0.91213,-0.11834,0.00657,-0.17345,0.06552,0.04657534246575343 -174,AAPL230113C00125000,AAPL,2023-01-13,125.0,call,2022-12-27,7.78,7.45,7.7,18,7.7,32,7.78,7.1,4e-05,1.0,0.0,-0.01446,0.0,0.04657534246575343 -175,AAPL230113P00125000,AAPL,2023-01-13,125.0,put,2022-12-27,2.21,2.16,2.21,2159,2.15,2309,2.75,2.04,0.9277,-0.12994,0.00689,-0.1883,0.06995,0.04657534246575343 -176,AAPL230113C00126000,AAPL,2023-01-13,126.0,call,2022-12-27,7.05,6.75,6.95,6,6.65,20,7.05,6.4,4e-05,1.0,0.0,-0.01457,0.0,0.04657534246575343 -177,AAPL230113P00126000,AAPL,2023-01-13,126.0,put,2022-12-27,2.52,2.45,2.51,213,2.47,559,3.1,2.31,0.94311,-0.14176,0.0072,-0.20316,0.07425,0.04657534246575343 -178,AAPL230113C00127000,AAPL,2023-01-13,127.0,call,2022-12-27,6.15,6.05,6.25,29,6.35,66,6.35,5.7,4e-05,1.0,0.0,-0.01469,0.0,0.04657534246575343 -179,AAPL230113P00127000,AAPL,2023-01-13,127.0,put,2022-12-27,2.84,2.79,2.86,547,2.69,770,3.48,2.61,0.96203,-0.1545,0.00747,-0.21948,0.07865,0.04657534246575343 -180,AAPL230113C00128000,AAPL,2023-01-13,128.0,call,2022-12-27,5.7,5.45,5.65,29,5.6,120,5.7,5.05,4e-05,1.0,0.0,-0.0148,0.0,0.04657534246575343 -181,AAPL230113P00128000,AAPL,2023-01-13,128.0,put,2022-12-27,3.2,3.15,3.25,391,2.97,499,3.85,2.97,0.98156,-0.16747,0.00772,-0.23599,0.0829,0.04657534246575343 -182,AAPL230113C00129000,AAPL,2023-01-13,129.0,call,2022-12-27,5.05,4.9,5.0,1356,5.15,832,5.2,4.45,4e-05,1.0,0.0,-0.01492,0.0,0.04657534246575343 -183,AAPL230113P00129000,AAPL,2023-01-13,129.0,put,2022-12-27,3.6,3.55,3.65,650,3.49,1642,4.35,3.37,1.00109,-0.18048,0.00794,-0.25236,0.08694,0.04657534246575343 -184,AAPL230113C00130000,AAPL,2023-01-13,130.0,call,2022-12-27,4.4,4.35,4.45,1535,5.0,406,5.0,3.95,4e-05,1.0,0.0,-0.01504,0.0,0.04657534246575343 -185,AAPL230113P00130000,AAPL,2023-01-13,130.0,put,2022-12-27,4.07,4.0,4.1,608,3.62,9759,4.8,3.51,1.02352,-0.19397,0.00812,-0.26974,0.0909,0.04657534246575343 -186,AAPL230113C00131000,AAPL,2023-01-13,131.0,call,2022-12-27,3.9,3.8,3.95,440,4.25,495,4.4,3.45,4e-05,1.0,0.0,-0.01515,0.0,0.04657534246575343 -187,AAPL230113P00131000,AAPL,2023-01-13,131.0,put,2022-12-27,4.52,4.45,4.55,239,4.02,935,5.4,4.02,1.04313,-0.20688,0.00828,-0.28571,0.09449,0.04657534246575343 -188,AAPL230113C00132000,AAPL,2023-01-13,132.0,call,2022-12-27,3.37,3.35,3.45,333,3.79,946,3.79,2.99,4e-05,1.0,0.0,-0.01527,0.0,0.04657534246575343 -189,AAPL230113P00132000,AAPL,2023-01-13,132.0,put,2022-12-27,4.95,4.95,5.1,112,5.2,1172,5.8,4.74,1.068,-0.22048,0.00839,-0.30354,0.09806,0.04657534246575343 -190,AAPL230113C00133000,AAPL,2023-01-13,133.0,call,2022-12-27,3.0,2.88,2.97,368,3.46,936,3.46,2.63,4e-05,1.0,0.0,-0.01538,0.0,0.04657534246575343 -191,AAPL230113P00133000,AAPL,2023-01-13,133.0,put,2022-12-27,5.57,5.45,5.65,64,5.28,835,6.4,5.28,1.09035,-0.23347,0.00849,-0.32001,0.10128,0.04657534246575343 -192,AAPL230113C00134000,AAPL,2023-01-13,134.0,call,2022-12-27,2.55,2.47,2.56,1371,2.96,591,2.96,2.27,4e-05,1.0,0.0,-0.0155,0.0,0.04657534246575343 -193,AAPL230113P00134000,AAPL,2023-01-13,134.0,put,2022-12-27,6.15,6.1,6.3,26,6.75,2262,6.75,6.08,1.12247,-0.24744,0.00851,-0.34001,0.10454,0.04657534246575343 -194,AAPL230113C00135000,AAPL,2023-01-13,135.0,call,2022-12-27,2.18,2.14,2.19,1455,2.68,1421,2.68,1.92,4e-05,1.0,0.0,-0.01561,0.0,0.04657534246575343 -195,AAPL230113P00135000,AAPL,2023-01-13,135.0,put,2022-12-27,6.8,6.75,6.9,82,6.45,1650,7.4,6.45,1.14956,-0.26034,0.00854,-0.3576,0.10737,0.04657534246575343 -196,AAPL230113C00136000,AAPL,2023-01-13,136.0,call,2022-12-27,1.86,1.83,1.87,450,2.23,605,2.23,1.64,4e-05,1.0,0.0,-0.01573,0.0,0.04657534246575343 -197,AAPL230113P00136000,AAPL,2023-01-13,136.0,put,2022-12-27,7.55,7.3,7.6,41,7.5,536,8.51,7.38,1.17451,-0.27264,0.00855,-0.37394,0.1099,0.04657534246575343 -198,AAPL230113C00137000,AAPL,2023-01-13,137.0,call,2022-12-27,1.53,1.52,1.57,792,1.88,901,1.88,1.4,4e-05,1.0,0.0,-0.01585,0.0,0.04657534246575343 -199,AAPL230113P00137000,AAPL,2023-01-13,137.0,put,2022-12-27,8.05,8.15,8.35,104,8.04,631,9.0,8.04,1.21311,-0.28576,0.00847,-0.39516,0.11244,0.04657534246575343 -200,AAPL230113C00138000,AAPL,2023-01-13,138.0,call,2022-12-27,1.29,1.27,1.32,491,1.6,714,1.6,1.18,4e-05,1.0,0.0,-0.01596,0.0,0.04657534246575343 -201,AAPL230113P00138000,AAPL,2023-01-13,138.0,put,2022-12-27,8.75,8.75,9.1,63,9.65,365,10.05,8.75,1.23844,-0.29721,0.00845,-0.41083,0.11452,0.04657534246575343 -202,AAPL230113C00139000,AAPL,2023-01-13,139.0,call,2022-12-27,1.07,1.05,1.1,287,1.37,512,1.37,0.99,4e-05,1.0,0.0,-0.01608,0.0,0.04657534246575343 -203,AAPL230113P00139000,AAPL,2023-01-13,139.0,put,2022-12-27,9.5,9.65,9.85,14,9.87,414,9.9,9.5,1.27499,-0.30899,0.00835,-0.43036,0.11653,0.04657534246575343 -204,AAPL230113C00140000,AAPL,2023-01-13,140.0,call,2022-12-27,0.89,0.89,0.92,1654,1.16,5717,1.16,0.81,4e-05,1.0,0.0,-0.01619,0.0,0.04657534246575343 -205,AAPL230113P00140000,AAPL,2023-01-13,140.0,put,2022-12-27,10.11,10.35,10.7,94,9.66,1377,11.58,9.66,1.30543,-0.31984,0.00828,-0.44718,0.11827,0.04657534246575343 -206,AAPL230113C00141000,AAPL,2023-01-13,141.0,call,2022-12-27,0.75,0.71,0.76,432,0.93,899,0.96,0.69,4e-05,1.0,0.0,-0.01631,0.0,0.04657534246575343 -207,AAPL230113P00141000,AAPL,2023-01-13,141.0,put,2022-12-27,10.0,11.3,11.6,12,10.0,353,10.0,10.0,1.34678,-0.33067,0.00814,-0.46769,0.11989,0.04657534246575343 -208,AAPL230113C00142000,AAPL,2023-01-13,142.0,call,2022-12-27,0.65,0.61,0.63,248,0.76,934,0.78,0.57,4e-05,1.0,0.0,-0.01642,0.0,0.04657534246575343 -209,AAPL230113P00142000,AAPL,2023-01-13,142.0,put,2022-12-27,12.38,12.2,12.45,73,12.3,898,12.55,12.0,1.38226,-0.34065,0.00802,-0.48562,0.12129,0.04657534246575343 -210,AAPL230113C00143000,AAPL,2023-01-13,143.0,call,2022-12-27,0.5,0.48,0.52,191,0.7,747,0.7,0.47,4e-05,1.0,0.0,-0.01654,0.0,0.04657534246575343 -211,AAPL230113P00143000,AAPL,2023-01-13,143.0,put,2022-12-27,13.27,13.05,13.4,92,14.32,224,14.32,13.16,1.41827,-0.35012,0.0079,-0.50339,0.12253,0.04657534246575343 -212,AAPL230113C00144000,AAPL,2023-01-13,144.0,call,2022-12-27,0.43,0.4,0.44,462,0.59,2327,0.59,0.39,4e-05,1.0,0.0,-0.01666,0.0,0.04657534246575343 -213,AAPL230113P00144000,AAPL,2023-01-13,144.0,put,2022-12-27,14.22,14.0,14.3,80,14.16,313,14.81,14.16,1.45489,-0.35908,0.00777,-0.52105,0.12364,0.04657534246575343 -214,AAPL230113C00145000,AAPL,2023-01-13,145.0,call,2022-12-27,0.34,0.34,0.36,346,0.49,1575,0.49,0.33,4e-05,1.0,0.0,-0.01677,0.0,0.04657534246575343 -215,AAPL230113P00145000,AAPL,2023-01-13,145.0,put,2022-12-27,15.07,14.85,15.25,53,15.32,1166,15.57,15.0,1.48823,-0.36753,0.00765,-0.5372,0.12462,0.04657534246575343 -216,AAPL230113C00146000,AAPL,2023-01-13,146.0,call,2022-12-27,0.29,0.26,0.3,57,0.37,621,0.37,0.28,4e-05,1.0,0.0,-0.01689,0.0,0.04657534246575343 -217,AAPL230113P00146000,AAPL,2023-01-13,146.0,put,2022-12-27,15.28,15.8,16.3,1,15.28,85,15.28,15.28,1.52836,-0.37553,0.0075,-0.55555,0.12549,0.04657534246575343 -218,AAPL230113C00147000,AAPL,2023-01-13,147.0,call,2022-12-27,0.24,0.21,0.25,969,0.36,532,0.36,0.23,4e-05,1.0,0.0,-0.017,0.0,0.04657534246575343 -219,AAPL230113P00147000,AAPL,2023-01-13,147.0,put,2022-12-27,15.42,16.75,17.25,3,15.42,67,15.42,15.42,1.56338,-0.38309,0.00738,-0.57176,0.12625,0.04657534246575343 -220,AAPL230113C00148000,AAPL,2023-01-13,148.0,call,2022-12-27,0.21,0.18,0.21,76,0.25,1332,0.26,0.2,4e-05,1.0,0.0,-0.01712,0.0,0.04657534246575343 -221,AAPL230113P00148000,AAPL,2023-01-13,148.0,put,2022-12-27,17.9,17.7,18.15,124,17.0,418,19.02,17.0,1.59534,-0.3903,0.00727,-0.58662,0.12694,0.04657534246575343 -222,AAPL230113C00149000,AAPL,2023-01-13,149.0,call,2022-12-27,0.17,0.14,0.17,151,0.25,888,0.25,0.15,4e-05,1.0,0.0,-0.01723,0.0,0.04657534246575343 -223,AAPL230113P00149000,AAPL,2023-01-13,149.0,put,2022-12-27,17.9,18.8,19.2,2,17.55,65,17.9,17.55,1.63815,-0.39692,0.00712,-0.6052,0.12753,0.04657534246575343 -224,AAPL230113C00150000,AAPL,2023-01-13,150.0,call,2022-12-27,0.15,0.13,0.15,333,0.22,3412,0.22,0.13,4e-05,1.0,0.0,-0.01735,0.0,0.04657534246575343 -225,AAPL230113P00150000,AAPL,2023-01-13,150.0,put,2022-12-27,20.5,19.75,20.15,5,20.17,219,20.5,20.17,1.67027,-0.40337,0.00701,-0.61968,0.12807,0.04657534246575343 -226,AAPL230113C00152500,AAPL,2023-01-13,152.5,call,2022-12-27,0.1,0.08,0.1,464,0.11,1221,0.14,0.08,4e-05,1.0,0.0,-0.01764,0.0,0.04657534246575343 -227,AAPL230113P00152500,AAPL,2023-01-13,152.5,put,2022-12-27,22.3,22.3,22.75,53,22.7,85,23.34,22.3,1.76228,-0.41772,0.0067,-0.65935,0.12914,0.04657534246575343 -228,AAPL230113C00155000,AAPL,2023-01-13,155.0,call,2022-12-27,0.07,0.06,0.08,139,0.1,5478,0.1,0.06,0.03712,0.11664,0.1597,-0.00914,0.06485,0.04657534246575343 -229,AAPL230113P00155000,AAPL,2023-01-13,155.0,put,2022-12-27,24.78,24.8,25.15,2,24.78,13,24.78,24.78,1.84002,-0.43077,0.00646,-0.69282,0.12997,0.04657534246575343 -230,AAPL230113C00157500,AAPL,2023-01-13,157.5,call,2022-12-27,0.05,0.04,0.06,15,0.07,1843,0.07,0.04,0.07191,0.05044,0.04366,-0.00816,0.03435,0.04657534246575343 -231,AAPL230113P00157500,AAPL,2023-01-13,157.5,put,2022-12-27,21.33,27.2,27.75,16,20.77,0,21.33,20.76,1.91753,-0.44232,0.00622,-0.7254,0.13058,0.04657534246575343 -232,AAPL230113C00160000,AAPL,2023-01-13,160.0,call,2022-12-27,0.04,0.03,0.05,82,0.05,1989,0.05,0.03,0.10181,0.03075,0.02062,-0.00742,0.02297,0.04657534246575343 -233,AAPL230113P00160000,AAPL,2023-01-13,160.0,put,2022-12-27,27.64,29.75,30.25,16,27.61,0,27.64,27.61,1.99345,-0.45262,0.00601,-0.75672,0.13103,0.04657534246575343 -234,AAPL230113C00162500,AAPL,2023-01-13,162.5,call,2022-12-27,0.03,0.02,0.03,19,0.05,769,0.05,0.02,0.12363,0.01714,0.01038,-0.00541,0.01405,0.04657534246575343 -235,AAPL230113P00162500,AAPL,2023-01-13,162.5,put,2022-12-27,26.35,32.3,32.7,90,23.05,0,26.35,23.05,2.06432,-0.46208,0.00582,-0.78561,0.13136,0.04657534246575343 -236,AAPL230113C00165000,AAPL,2023-01-13,165.0,call,2022-12-27,0.02,0.02,0.04,66,0.04,801,0.04,0.02,0.15537,0.01644,0.00797,-0.00648,0.01355,0.04657534246575343 -237,AAPL230113P00165000,AAPL,2023-01-13,165.0,put,2022-12-27,33.8,34.75,35.2,2,33.8,0,33.8,33.8,2.13039,-0.47088,0.00565,-0.81223,0.13161,0.04657534246575343 -238,AAPL230113C00167500,AAPL,2023-01-13,167.5,call,2022-12-27,0.02,0.01,0.03,2,0.02,645,0.02,0.02,0.17323,0.01038,0.00481,-0.00482,0.00911,0.04657534246575343 -239,AAPL230113P00167500,AAPL,2023-01-13,167.5,put,2022-12-27,0.0,37.25,37.7,0,0.0,0,0.0,0.0,2.19578,-0.47884,0.00548,-0.83818,0.13178,0.04657534246575343 -240,AAPL230113C00170000,AAPL,2023-01-13,170.0,call,2022-12-27,0.01,0.01,0.03,121,0.02,760,0.02,0.01,0.19855,0.00919,0.00377,-0.00494,0.00819,0.04657534246575343 -241,AAPL230113P00170000,AAPL,2023-01-13,170.0,put,2022-12-27,0.0,39.8,40.2,0,0.0,0,0.0,0.0,2.2607,-0.48605,0.00533,-0.86362,0.13188,0.04657534246575343 -242,AAPL230113C00175000,AAPL,2023-01-13,175.0,call,2022-12-27,0.01,0.01,0.02,102,0.02,314,0.02,0.01,0.23899,0.00599,0.00215,-0.00405,0.00561,0.04657534246575343 -243,AAPL230113P00175000,AAPL,2023-01-13,175.0,put,2022-12-27,0.0,44.75,45.2,0,0.0,0,0.0,0.0,2.37858,-0.49937,0.00507,-0.90909,0.13196,0.04657534246575343 -244,AAPL230113C00180000,AAPL,2023-01-13,180.0,call,2022-12-27,0.02,0.0,0.02,100,0.02,113,0.02,0.02,0.2721,0.00368,0.00122,-0.00297,0.00364,0.04657534246575343 -245,AAPL230113P00180000,AAPL,2023-01-13,180.0,put,2022-12-27,0.0,49.75,50.2,0,0.0,0,0.0,0.0,2.49096,-0.51084,0.00484,-0.95157,0.13191,0.04657534246575343 -246,AAPL230113C00185000,AAPL,2023-01-13,185.0,call,2022-12-27,0.01,0.0,0.01,40,0.01,34,0.01,0.01,0.29377,0.00181,0.00059,-0.00168,0.00191,0.04657534246575343 -247,AAPL230113P00185000,AAPL,2023-01-13,185.0,put,2022-12-27,0.0,54.75,55.2,0,0.0,0,0.0,0.0,2.59693,-0.52096,0.00464,-0.99091,0.13178,0.04657534246575343 -248,AAPL230113C00190000,AAPL,2023-01-13,190.0,call,2022-12-27,0.01,0.0,0.01,12,0.01,22,0.01,0.01,0.33146,0.00162,0.00048,-0.00171,0.00173,0.04657534246575343 -249,AAPL230113P00190000,AAPL,2023-01-13,190.0,put,2022-12-27,0.0,59.7,60.2,0,0.0,0,0.0,0.0,2.69527,-0.53015,0.00446,-1.02674,0.13158,0.04657534246575343 -250,AAPL230113C00195000,AAPL,2023-01-13,195.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,0.36777,0.00147,0.00039,-0.00174,0.00159,0.04657534246575343 -251,AAPL230113P00195000,AAPL,2023-01-13,195.0,put,2022-12-27,0.0,64.75,65.2,0,0.0,0,0.0,0.0,2.79247,-0.53805,0.0043,-1.0618,0.13136,0.04657534246575343 -252,AAPL230113C00200000,AAPL,2023-01-13,200.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,2,0.01,0.01,0.40287,0.00136,0.00033,-0.00177,0.00147,0.04657534246575343 -253,AAPL230113P00200000,AAPL,2023-01-13,200.0,put,2022-12-27,0.0,69.75,70.2,0,0.0,0,0.0,0.0,2.88319,-0.54535,0.00416,-1.09399,0.13111,0.04657534246575343 -254,AAPL230113C00205000,AAPL,2023-01-13,205.0,call,2022-12-27,0.02,0.0,0.01,10,0.02,10,0.02,0.02,0.43674,0.00126,0.00029,-0.00179,0.00138,0.04657534246575343 -255,AAPL230113P00205000,AAPL,2023-01-13,205.0,put,2022-12-27,0.0,74.75,75.2,0,0.0,0,0.0,0.0,2.96986,-0.55199,0.00403,-1.12437,0.13084,0.04657534246575343 -256,AAPL230113C00210000,AAPL,2023-01-13,210.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.46955,0.00118,0.00025,-0.00181,0.0013,0.04657534246575343 -257,AAPL230113P00210000,AAPL,2023-01-13,210.0,put,2022-12-27,0.0,79.75,80.15,0,0.0,0,0.0,0.0,3.05088,-0.55826,0.00391,-1.15228,0.13055,0.04657534246575343 -258,AAPL230113C00215000,AAPL,2023-01-13,215.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.50137,0.00111,0.00022,-0.00183,0.00123,0.04657534246575343 -259,AAPL230113P00215000,AAPL,2023-01-13,215.0,put,2022-12-27,0.0,84.8,85.2,0,0.0,0,0.0,0.0,3.13427,-0.56344,0.0038,-1.1812,0.13029,0.04657534246575343 -260,AAPL230113C00220000,AAPL,2023-01-13,220.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.53226,0.00105,0.0002,-0.00185,0.00117,0.04657534246575343 -261,AAPL230113P00220000,AAPL,2023-01-13,220.0,put,2022-12-27,0.0,89.7,90.1,0,0.0,0,0.0,0.0,3.20309,-0.56939,0.00371,-1.2038,0.12996,0.04657534246575343 -262,AAPL230113C00225000,AAPL,2023-01-13,225.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.56225,0.001,0.00018,-0.00186,0.00112,0.04657534246575343 -263,AAPL230113P00225000,AAPL,2023-01-13,225.0,put,2022-12-27,0.0,94.75,95.2,0,0.0,0,0.0,0.0,3.28243,-0.57355,0.00361,-1.23108,0.12971,0.04657534246575343 -264,AAPL230113C00230000,AAPL,2023-01-13,230.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.59147,0.00096,0.00017,-0.00188,0.00107,0.04657534246575343 -265,AAPL230113P00230000,AAPL,2023-01-13,230.0,put,2022-12-27,0.0,99.7,100.2,0,0.0,0,0.0,0.0,3.3514,-0.57819,0.00353,-1.25384,0.12942,0.04657534246575343 -266,AAPL230113C00235000,AAPL,2023-01-13,235.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.61985,0.00092,0.00015,-0.00189,0.00103,0.04657534246575343 -267,AAPL230113P00235000,AAPL,2023-01-13,235.0,put,2022-12-27,0.0,104.8,105.15,0,0.0,0,0.0,0.0,3.42182,-0.5821,0.00345,-1.27735,0.12916,0.04657534246575343 -268,AAPL230113C00240000,AAPL,2023-01-13,240.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.64754,0.00088,0.00014,-0.00191,0.00099,0.04657534246575343 -269,AAPL230113P00240000,AAPL,2023-01-13,240.0,put,2022-12-27,0.0,109.75,110.2,0,0.0,0,0.0,0.0,3.48797,-0.58596,0.00338,-1.29905,0.12889,0.04657534246575343 -270,AAPL230113C00245000,AAPL,2023-01-13,245.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.67448,0.00085,0.00013,-0.00192,0.00096,0.04657534246575343 -271,AAPL230113P00245000,AAPL,2023-01-13,245.0,put,2022-12-27,0.0,114.75,115.2,0,0.0,0,0.0,0.0,3.55206,-0.58957,0.00331,-1.31993,0.12862,0.04657534246575343 -272,AAPL230113C00250000,AAPL,2023-01-13,250.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.70087,0.00082,0.00012,-0.00193,0.00093,0.04657534246575343 -273,AAPL230113P00250000,AAPL,2023-01-13,250.0,put,2022-12-27,0.0,119.75,120.2,0,0.0,0,0.0,0.0,3.61401,-0.59298,0.00325,-1.33997,0.12836,0.04657534246575343 -274,AAPL230120C00030000,AAPL,2023-01-20,30.0,call,2022-12-27,100.53,99.9,100.45,3,100.53,2803,100.53,100.53,4e-05,1.0,0.0,-0.00347,0.0,0.06575342465753424 -275,AAPL230120P00030000,AAPL,2023-01-20,30.0,put,2022-12-27,0.01,0.0,0.01,10,0.01,20963,0.01,0.01,1.95736,-0.00023,1e-05,-0.00137,0.00034,0.06575342465753424 -276,AAPL230120C00035000,AAPL,2023-01-20,35.0,call,2022-12-27,98.5,94.9,95.45,1,98.5,642,98.5,98.5,4e-05,1.0,0.0,-0.00404,0.0,0.06575342465753424 -277,AAPL230120P00035000,AAPL,2023-01-20,35.0,put,2022-12-27,0.01,0.0,0.01,30,0.01,2924,0.01,0.01,1.77486,-0.00025,1e-05,-0.00137,0.00037,0.06575342465753424 -278,AAPL230120C00040000,AAPL,2023-01-20,40.0,call,2022-12-27,95.7,89.95,90.45,4,95.7,1007,95.7,95.7,4e-05,1.0,0.0,-0.00462,0.0,0.06575342465753424 -279,AAPL230120P00040000,AAPL,2023-01-20,40.0,put,2022-12-27,0.01,0.0,0.01,20,0.01,20805,0.01,0.01,1.61762,-0.00028,2e-05,-0.00136,0.00041,0.06575342465753424 -280,AAPL230120C00050000,AAPL,2023-01-20,50.0,call,2022-12-27,80.6,80.0,80.5,3,80.6,3959,80.6,80.6,4e-05,1.0,0.0,-0.00578,0.0,0.06575342465753424 -281,AAPL230120P00050000,AAPL,2023-01-20,50.0,put,2022-12-27,0.01,0.0,0.01,29,0.01,19663,0.01,0.01,1.35601,-0.00033,2e-05,-0.00135,0.00048,0.06575342465753424 -282,AAPL230120C00055000,AAPL,2023-01-20,55.0,call,2022-12-27,74.9,75.0,75.45,16,74.86,812,74.9,74.86,4e-05,1.0,0.0,-0.00636,0.0,0.06575342465753424 -283,AAPL230120P00055000,AAPL,2023-01-20,55.0,put,2022-12-27,0.01,0.0,0.01,20,0.01,3186,0.01,0.01,1.24454,-0.00036,3e-05,-0.00134,0.00052,0.06575342465753424 -284,AAPL230120C00060000,AAPL,2023-01-20,60.0,call,2022-12-27,70.1,70.05,70.45,2,70.1,3001,70.1,70.1,4e-05,1.0,0.0,-0.00693,0.0,0.06575342465753424 -285,AAPL230120P00060000,AAPL,2023-01-20,60.0,put,2022-12-27,0.01,0.0,0.01,16,0.01,11079,0.01,0.01,1.14292,-0.0004,3e-05,-0.00134,0.00056,0.06575342465753424 -286,AAPL230120C00065000,AAPL,2023-01-20,65.0,call,2022-12-27,67.7,65.05,65.45,4,68.2,1463,68.2,67.7,4e-05,1.0,0.0,-0.00751,0.0,0.06575342465753424 -287,AAPL230120P00065000,AAPL,2023-01-20,65.0,put,2022-12-27,0.01,0.0,0.02,1,0.01,6249,0.01,0.01,1.11057,-0.00078,6e-05,-0.00243,0.00105,0.06575342465753424 -288,AAPL230120C00070000,AAPL,2023-01-20,70.0,call,2022-12-27,60.2,60.1,60.55,29,60.61,3407,60.61,60.2,4e-05,1.0,0.0,-0.00809,0.0,0.06575342465753424 -289,AAPL230120P00070000,AAPL,2023-01-20,70.0,put,2022-12-27,0.01,0.0,0.01,24,0.02,9717,0.02,0.01,0.96294,-0.00047,4e-05,-0.00132,0.00066,0.06575342465753424 -290,AAPL230120C00075000,AAPL,2023-01-20,75.0,call,2022-12-27,54.95,55.05,55.6,1,54.95,2034,54.95,54.95,4e-05,1.0,0.0,-0.00867,0.0,0.06575342465753424 -291,AAPL230120P00075000,AAPL,2023-01-20,75.0,put,2022-12-27,0.02,0.01,0.02,30,0.02,24773,0.02,0.01,0.96882,-0.0013,0.00011,-0.00338,0.00169,0.06575342465753424 -292,AAPL230120C00080000,AAPL,2023-01-20,80.0,call,2022-12-27,50.75,50.15,50.6,2,50.75,4758,50.75,50.75,4e-05,1.0,0.0,-0.00925,0.0,0.06575342465753424 -293,AAPL230120P00080000,AAPL,2023-01-20,80.0,put,2022-12-27,0.02,0.02,0.03,70,0.04,20761,0.04,0.02,0.93121,-0.00217,0.00019,-0.00517,0.00269,0.06575342465753424 -294,AAPL230120C00085000,AAPL,2023-01-20,85.0,call,2022-12-27,45.4,45.15,45.65,1,45.4,7958,45.4,45.4,4e-05,1.0,0.0,-0.00982,0.0,0.06575342465753424 -295,AAPL230120P00085000,AAPL,2023-01-20,85.0,put,2022-12-27,0.04,0.03,0.05,677,0.04,15694,0.06,0.03,0.89329,-0.00348,0.0003,-0.00759,0.00411,0.06575342465753424 -296,AAPL230120C00090000,AAPL,2023-01-20,90.0,call,2022-12-27,40.51,40.25,40.6,32,40.6,9847,40.61,40.51,4e-05,1.0,0.0,-0.0104,0.0,0.06575342465753424 -297,AAPL230120P00090000,AAPL,2023-01-20,90.0,put,2022-12-27,0.06,0.06,0.07,3223,0.08,32714,0.09,0.06,0.8601,-0.00563,0.00048,-0.0112,0.00631,0.06575342465753424 -298,AAPL230120C00095000,AAPL,2023-01-20,95.0,call,2022-12-27,37.21,35.2,35.7,2,37.21,2635,37.21,37.21,4e-05,1.0,0.0,-0.01098,0.0,0.06575342465753424 -299,AAPL230120P00095000,AAPL,2023-01-20,95.0,put,2022-12-27,0.1,0.07,0.11,1196,0.11,21421,0.14,0.09,0.81287,-0.00797,0.00068,-0.01439,0.00859,0.06575342465753424 -300,AAPL230120C00100000,AAPL,2023-01-20,100.0,call,2022-12-27,31.0,30.25,30.75,855,30.92,14378,31.0,29.2,4e-05,1.0,0.0,-0.01156,0.0,0.06575342465753424 -301,AAPL230120P00100000,AAPL,2023-01-20,100.0,put,2022-12-27,0.16,0.16,0.18,2992,0.18,79849,0.21,0.15,0.80242,-0.01428,0.00115,-0.02358,0.01427,0.06575342465753424 -302,AAPL230120C00105000,AAPL,2023-01-20,105.0,call,2022-12-27,25.61,25.45,25.9,274,26.56,2481,26.56,24.6,4e-05,1.0,0.0,-0.01213,0.0,0.06575342465753424 -303,AAPL230120P00105000,AAPL,2023-01-20,105.0,put,2022-12-27,0.26,0.26,0.28,434,0.26,23962,0.34,0.24,0.77663,-0.02219,0.00173,-0.03319,0.02078,0.06575342465753424 -304,AAPL230120C00110000,AAPL,2023-01-20,110.0,call,2022-12-27,20.78,20.65,20.95,21,20.5,7206,21.0,19.75,4e-05,1.0,0.0,-0.01271,0.0,0.06575342465753424 -305,AAPL230120P00110000,AAPL,2023-01-20,110.0,put,2022-12-27,0.45,0.44,0.47,2713,0.42,37185,0.59,0.42,0.76336,-0.03558,0.00261,-0.04827,0.03078,0.06575342465753424 -306,AAPL230120C00115000,AAPL,2023-01-20,115.0,call,2022-12-27,16.17,16.1,16.35,255,15.8,24864,16.41,15.6,4e-05,1.0,0.0,-0.01329,0.0,0.06575342465753424 -307,AAPL230120P00115000,AAPL,2023-01-20,115.0,put,2022-12-27,0.82,0.8,0.84,4606,0.77,50108,1.05,0.73,0.76908,-0.05855,0.00387,-0.07246,0.04593,0.06575342465753424 -308,AAPL230120C00120000,AAPL,2023-01-20,120.0,call,2022-12-27,11.9,11.85,12.0,169,12.61,19017,12.61,11.11,4e-05,1.0,0.0,-0.01387,0.0,0.06575342465753424 -309,AAPL230120P00120000,AAPL,2023-01-20,120.0,put,2022-12-27,1.5,1.48,1.5,6936,1.32,61557,1.9,1.25,0.79258,-0.0939,0.00538,-0.10691,0.06586,0.06575342465753424 -310,AAPL230120C00121000,AAPL,2023-01-20,121.0,call,2022-12-27,10.89,11.05,11.2,35,10.95,62,11.15,10.89,4e-05,1.0,0.0,-0.01398,0.0,0.06575342465753424 -311,AAPL230120P00121000,AAPL,2023-01-20,121.0,put,2022-12-27,1.72,1.67,1.72,407,1.71,942,2.12,1.58,0.80227,-0.10324,0.0057,-0.11596,0.07059,0.06575342465753424 -312,AAPL230120C00122000,AAPL,2023-01-20,122.0,call,2022-12-27,10.55,10.25,10.45,41,10.0,152,10.55,9.89,4e-05,1.0,0.0,-0.0141,0.0,0.06575342465753424 -313,AAPL230120P00122000,AAPL,2023-01-20,122.0,put,2022-12-27,1.94,1.91,1.94,598,1.88,1214,2.37,1.77,0.8131,-0.11318,0.00601,-0.12554,0.07543,0.06575342465753424 -314,AAPL230120C00123000,AAPL,2023-01-20,123.0,call,2022-12-27,9.75,9.5,9.65,55,9.8,317,9.8,9.0,4e-05,1.0,0.0,-0.01421,0.0,0.06575342465753424 -315,AAPL230120P00123000,AAPL,2023-01-20,123.0,put,2022-12-27,2.13,2.07,2.18,659,1.93,3297,2.66,1.93,0.81776,-0.12198,0.0063,-0.13308,0.07953,0.06575342465753424 -316,AAPL230120C00124000,AAPL,2023-01-20,124.0,call,2022-12-27,9.1,8.75,8.95,22,9.52,245,9.52,8.12,4e-05,1.0,0.0,-0.01433,0.0,0.06575342465753424 -317,AAPL230120P00124000,AAPL,2023-01-20,124.0,put,2022-12-27,2.44,2.39,2.44,610,2.13,1169,2.97,2.13,0.83164,-0.13323,0.00658,-0.14387,0.08456,0.06575342465753424 -318,AAPL230120C00125000,AAPL,2023-01-20,125.0,call,2022-12-27,8.48,8.05,8.25,230,8.8,22163,8.8,7.6,4e-05,1.0,0.0,-0.01445,0.0,0.06575342465753424 -319,AAPL230120P00125000,AAPL,2023-01-20,125.0,put,2022-12-27,2.73,2.67,2.74,6263,2.45,53047,3.3,2.41,0.84301,-0.14412,0.00685,-0.1538,0.08921,0.06575342465753424 -320,AAPL230120C00126000,AAPL,2023-01-20,126.0,call,2022-12-27,7.75,7.4,7.55,20,7.01,178,7.75,7.01,4e-05,1.0,0.0,-0.01456,0.0,0.06575342465753424 -321,AAPL230120P00126000,AAPL,2023-01-20,126.0,put,2022-12-27,2.99,3.0,3.1,705,2.7,2742,3.65,2.7,0.85819,-0.15604,0.0071,-0.16506,0.09407,0.06575342465753424 -322,AAPL230120C00127000,AAPL,2023-01-20,127.0,call,2022-12-27,6.85,6.75,6.9,34,7.35,253,7.35,6.4,4e-05,1.0,0.0,-0.01468,0.0,0.06575342465753424 -323,AAPL230120P00127000,AAPL,2023-01-20,127.0,put,2022-12-27,3.4,3.35,3.45,370,3.06,2124,4.0,3.06,0.87154,-0.16767,0.00732,-0.17562,0.09858,0.06575342465753424 -324,AAPL230120C00128000,AAPL,2023-01-20,128.0,call,2022-12-27,6.15,6.15,6.3,346,6.43,334,6.43,5.67,4e-05,1.0,0.0,-0.01479,0.0,0.06575342465753424 -325,AAPL230120P00128000,AAPL,2023-01-20,128.0,put,2022-12-27,3.77,3.7,3.8,1313,3.35,2108,4.45,3.35,0.88284,-0.17896,0.00754,-0.18538,0.10276,0.06575342465753424 -326,AAPL230120C00129000,AAPL,2023-01-20,129.0,call,2022-12-27,5.6,5.55,5.7,864,6.3,176,6.3,5.1,4e-05,1.0,0.0,-0.01491,0.0,0.06575342465753424 -327,AAPL230120P00129000,AAPL,2023-01-20,129.0,put,2022-12-27,4.21,4.1,4.25,1238,3.85,1388,4.9,3.85,0.89931,-0.19135,0.00771,-0.19681,0.10712,0.06575342465753424 -328,AAPL230120C00130000,AAPL,2023-01-20,130.0,call,2022-12-27,5.05,5.0,5.15,8850,6.0,32207,6.0,4.55,4e-05,1.0,0.0,-0.01502,0.0,0.06575342465753424 -329,AAPL230120P00130000,AAPL,2023-01-20,130.0,put,2022-12-27,4.64,4.6,4.65,10857,4.23,92278,5.38,4.1,0.91602,-0.20373,0.00786,-0.20817,0.11126,0.06575342465753424 -330,AAPL230120C00131000,AAPL,2023-01-20,131.0,call,2022-12-27,4.6,4.5,4.6,1001,5.27,4359,5.27,4.0,4e-05,1.0,0.0,-0.01514,0.0,0.06575342465753424 -331,AAPL230120P00131000,AAPL,2023-01-20,131.0,put,2022-12-27,5.06,5.0,5.15,855,4.5,1841,5.86,4.5,0.93075,-0.21567,0.008,-0.21866,0.11504,0.06575342465753424 -332,AAPL230120C00132000,AAPL,2023-01-20,132.0,call,2022-12-27,4.0,4.0,4.1,445,4.7,1189,4.7,3.55,4e-05,1.0,0.0,-0.01526,0.0,0.06575342465753424 -333,AAPL230120P00132000,AAPL,2023-01-20,132.0,put,2022-12-27,5.55,5.5,5.65,442,4.97,4359,6.41,4.97,0.94799,-0.22793,0.00811,-0.22981,0.11874,0.06575342465753424 -334,AAPL230120C00133000,AAPL,2023-01-20,133.0,call,2022-12-27,3.58,3.5,3.65,761,4.2,3595,4.2,3.2,4e-05,1.0,0.0,-0.01537,0.0,0.06575342465753424 -335,AAPL230120P00133000,AAPL,2023-01-20,133.0,put,2022-12-27,6.0,6.05,6.2,117,5.9,1154,6.97,5.75,0.96752,-0.24035,0.00818,-0.24149,0.12228,0.06575342465753424 -336,AAPL230120C00134000,AAPL,2023-01-20,134.0,call,2022-12-27,3.2,3.1,3.2,1733,3.5,5294,3.5,2.82,4e-05,1.0,0.0,-0.01549,0.0,0.06575342465753424 -337,AAPL230120P00134000,AAPL,2023-01-20,134.0,put,2022-12-27,6.65,6.65,6.8,101,6.54,2615,7.55,6.54,0.98919,-0.25281,0.00822,-0.25364,0.12563,0.06575342465753424 -338,AAPL230120C00135000,AAPL,2023-01-20,135.0,call,2022-12-27,2.75,2.73,2.78,6355,3.38,29916,3.38,2.42,4e-05,1.0,0.0,-0.0156,0.0,0.06575342465753424 -339,AAPL230120P00135000,AAPL,2023-01-20,135.0,put,2022-12-27,7.35,7.25,7.4,728,6.45,55305,8.2,6.41,1.0091,-0.26472,0.00825,-0.26494,0.12866,0.06575342465753424 -340,AAPL230120C00136000,AAPL,2023-01-20,136.0,call,2022-12-27,2.4,2.31,2.42,616,2.83,2120,2.83,2.12,4e-05,1.0,0.0,-0.01572,0.0,0.06575342465753424 -341,AAPL230120P00136000,AAPL,2023-01-20,136.0,put,2022-12-27,7.9,7.85,8.05,55,8.18,877,8.9,7.85,1.02932,-0.27636,0.00827,-0.27607,0.13146,0.06575342465753424 -342,AAPL230120C00137000,AAPL,2023-01-20,137.0,call,2022-12-27,2.06,2.03,2.09,602,2.43,3290,2.43,1.83,4e-05,1.0,0.0,-0.01583,0.0,0.06575342465753424 -343,AAPL230120P00137000,AAPL,2023-01-20,137.0,put,2022-12-27,8.47,8.55,8.75,12,8.95,379,9.7,8.35,1.05358,-0.28806,0.00824,-0.28825,0.13411,0.06575342465753424 -344,AAPL230120C00138000,AAPL,2023-01-20,138.0,call,2022-12-27,1.78,1.76,1.8,691,2.26,2406,2.26,1.58,4e-05,1.0,0.0,-0.01595,0.0,0.06575342465753424 -345,AAPL230120P00138000,AAPL,2023-01-20,138.0,put,2022-12-27,9.75,9.25,9.45,7,10.45,303,10.45,9.75,1.07632,-0.29922,0.00821,-0.29966,0.13649,0.06575342465753424 -346,AAPL230120C00139000,AAPL,2023-01-20,139.0,call,2022-12-27,1.55,1.5,1.54,775,1.92,1819,1.92,1.37,4e-05,1.0,0.0,-0.01606,0.0,0.06575342465753424 -347,AAPL230120P00139000,AAPL,2023-01-20,139.0,put,2022-12-27,9.86,10.0,10.2,18,11.11,69,11.11,9.8,1.10126,-0.31013,0.00815,-0.3115,0.13868,0.06575342465753424 -348,AAPL230120C00140000,AAPL,2023-01-20,140.0,call,2022-12-27,1.3,1.3,1.32,11987,1.67,81280,1.67,1.15,4e-05,1.0,0.0,-0.01618,0.0,0.06575342465753424 -349,AAPL230120P00140000,AAPL,2023-01-20,140.0,put,2022-12-27,10.8,10.7,11.0,980,9.78,113451,12.0,9.78,1.12476,-0.32052,0.0081,-0.32262,0.14064,0.06575342465753424 -350,AAPL230120C00141000,AAPL,2023-01-20,141.0,call,2022-12-27,1.1,1.08,1.12,809,1.31,1417,1.31,1.0,4e-05,1.0,0.0,-0.0163,0.0,0.06575342465753424 -351,AAPL230120P00141000,AAPL,2023-01-20,141.0,put,2022-12-27,12.0,11.45,11.85,4,12.15,49,12.15,12.0,1.15055,-0.33062,0.00801,-0.3342,0.14244,0.06575342465753424 -352,AAPL230120C00142000,AAPL,2023-01-20,142.0,call,2022-12-27,0.93,0.87,0.95,1273,1.25,1799,1.25,0.84,4e-05,1.0,0.0,-0.01641,0.0,0.06575342465753424 -353,AAPL230120P00142000,AAPL,2023-01-20,142.0,put,2022-12-27,12.4,12.45,12.65,14,12.88,90,13.55,12.4,1.18206,-0.34047,0.00789,-0.34732,0.14408,0.06575342465753424 -354,AAPL230120C00143000,AAPL,2023-01-20,143.0,call,2022-12-27,0.77,0.77,0.8,1567,1.04,1578,1.04,0.72,4e-05,1.0,0.0,-0.01653,0.0,0.06575342465753424 -355,AAPL230120P00143000,AAPL,2023-01-20,143.0,put,2022-12-27,13.5,13.15,13.5,8,13.8,201,14.1,13.36,1.20373,-0.34954,0.00783,-0.35714,0.14551,0.06575342465753424 -356,AAPL230120C00144000,AAPL,2023-01-20,144.0,call,2022-12-27,0.66,0.65,0.68,659,0.79,1297,0.82,0.61,4e-05,1.0,0.0,-0.01664,0.0,0.06575342465753424 -357,AAPL230120P00144000,AAPL,2023-01-20,144.0,put,2022-12-27,14.68,14.2,14.45,104,15.4,43,15.4,14.68,1.23974,-0.35849,0.00767,-0.37119,0.14682,0.06575342465753424 -358,AAPL230120C00145000,AAPL,2023-01-20,145.0,call,2022-12-27,0.56,0.54,0.57,12863,0.74,65610,0.75,0.52,4e-05,1.0,0.0,-0.01676,0.0,0.06575342465753424 -359,AAPL230120P00145000,AAPL,2023-01-20,145.0,put,2022-12-27,15.15,15.1,15.35,6378,14.6,87144,16.32,14.55,1.26774,-0.36681,0.00756,-0.38253,0.14797,0.06575342465753424 -360,AAPL230120C00146000,AAPL,2023-01-20,146.0,call,2022-12-27,0.46,0.45,0.48,738,0.56,2466,0.58,0.44,4e-05,1.0,0.0,-0.01687,0.0,0.06575342465753424 -361,AAPL230120P00146000,AAPL,2023-01-20,146.0,put,2022-12-27,16.2,15.95,16.35,7,16.75,147,16.75,16.2,1.2965,-0.37472,0.00744,-0.39392,0.149,0.06575342465753424 -362,AAPL230120C00147000,AAPL,2023-01-20,147.0,call,2022-12-27,0.4,0.39,0.41,592,0.56,1938,0.56,0.37,4e-05,1.0,0.0,-0.01699,0.0,0.06575342465753424 -363,AAPL230120P00147000,AAPL,2023-01-20,147.0,put,2022-12-27,16.85,16.8,17.3,12,16.95,97,16.95,16.85,1.32267,-0.38225,0.00734,-0.40433,0.14991,0.06575342465753424 -364,AAPL230120C00148000,AAPL,2023-01-20,148.0,call,2022-12-27,0.33,0.32,0.34,636,0.41,2734,0.42,0.31,4e-05,1.0,0.0,-0.0171,0.0,0.06575342465753424 -365,AAPL230120P00148000,AAPL,2023-01-20,148.0,put,2022-12-27,18.0,17.75,18.25,6,18.7,59,18.7,18.0,1.35136,-0.38938,0.00722,-0.41534,0.15073,0.06575342465753424 -366,AAPL230120C00149000,AAPL,2023-01-20,149.0,call,2022-12-27,0.28,0.27,0.29,477,0.39,2459,0.39,0.27,4e-05,1.0,0.0,-0.01722,0.0,0.06575342465753424 -367,AAPL230120P00149000,AAPL,2023-01-20,149.0,put,2022-12-27,19.35,18.8,19.2,25,19.3,56,19.35,19.15,1.38248,-0.39608,0.00709,-0.42695,0.15144,0.06575342465753424 -368,AAPL230120C00150000,AAPL,2023-01-20,150.0,call,2022-12-27,0.24,0.23,0.25,7737,0.35,99360,0.35,0.2,4e-05,1.0,0.0,-0.01734,0.0,0.06575342465753424 -369,AAPL230120P00150000,AAPL,2023-01-20,150.0,put,2022-12-27,20.05,19.85,20.2,1541,18.69,85819,21.21,18.3,1.41445,-0.40237,0.00696,-0.43866,0.15207,0.06575342465753424 -370,AAPL230120C00152500,AAPL,2023-01-20,152.5,call,2022-12-27,0.17,0.16,0.17,195,0.2,979,0.2,0.15,4e-05,1.0,0.0,-0.01762,0.0,0.06575342465753424 -371,AAPL230120P00152500,AAPL,2023-01-20,152.5,put,2022-12-27,22.9,22.3,22.65,12,22.25,57,22.9,22.25,1.48396,-0.41699,0.00669,-0.4642,0.15339,0.06575342465753424 -372,AAPL230120C00155000,AAPL,2023-01-20,155.0,call,2022-12-27,0.12,0.11,0.12,2760,0.18,70237,0.18,0.1,0.03483,0.1605,0.17811,-0.00979,0.09582,0.06575342465753424 -373,AAPL230120P00155000,AAPL,2023-01-20,155.0,put,2022-12-27,24.65,24.85,25.2,114,25.59,26051,26.2,24.61,1.55605,-0.42968,0.00642,-0.48984,0.15435,0.06575342465753424 -374,AAPL230120C00157500,AAPL,2023-01-20,157.5,call,2022-12-27,0.08,0.08,0.1,314,0.11,1027,0.11,0.08,0.06741,0.07605,0.054,-0.00924,0.05623,0.06575342465753424 -375,AAPL230120P00157500,AAPL,2023-01-20,157.5,put,2022-12-27,0.0,27.2,27.8,0,0.0,1,0.0,0.0,1.61991,-0.44127,0.0062,-0.51238,0.15509,0.06575342465753424 -376,AAPL230120C00160000,AAPL,2023-01-20,160.0,call,2022-12-27,0.07,0.07,0.08,4046,0.12,95089,0.12,0.06,0.09495,0.04871,0.02707,-0.00871,0.0397,0.06575342465753424 -377,AAPL230120P00160000,AAPL,2023-01-20,160.0,put,2022-12-27,29.8,29.7,30.25,176,29.27,14184,31.05,29.27,1.68072,-0.45178,0.006,-0.5335,0.15565,0.06575342465753424 -378,AAPL230120C00162500,AAPL,2023-01-20,162.5,call,2022-12-27,0.05,0.05,0.06,93,0.08,1217,0.08,0.05,0.11654,0.03115,0.01532,-0.00724,0.02758,0.06575342465753424 -379,AAPL230120P00162500,AAPL,2023-01-20,162.5,put,2022-12-27,26.75,32.15,32.7,32,27.75,0,27.75,26.7,1.73733,-0.46148,0.00582,-0.5529,0.15606,0.06575342465753424 -380,AAPL230120C00165000,AAPL,2023-01-20,165.0,call,2022-12-27,0.04,0.04,0.05,1712,0.08,62026,0.08,0.03,0.13783,0.02257,0.0099,-0.00645,0.02108,0.06575342465753424 -381,AAPL230120P00165000,AAPL,2023-01-20,165.0,put,2022-12-27,34.55,34.7,35.2,196,35.25,4196,35.72,34.5,1.7963,-0.47001,0.00563,-0.57271,0.15635,0.06575342465753424 -382,AAPL230120C00170000,AAPL,2023-01-20,170.0,call,2022-12-27,0.04,0.03,0.04,1068,0.05,70999,0.05,0.03,0.17864,0.01434,0.00519,-0.00558,0.01432,0.06575342465753424 -383,AAPL230120P00170000,AAPL,2023-01-20,170.0,put,2022-12-27,40.02,39.75,40.2,73,40.0,3970,41.05,39.8,1.90639,-0.48514,0.00532,-0.60905,0.15668,0.06575342465753424 -384,AAPL230120C00175000,AAPL,2023-01-20,175.0,call,2022-12-27,0.02,0.02,0.03,819,0.03,62596,0.03,0.01,0.21259,0.00908,0.00293,-0.00442,0.00963,0.06575342465753424 -385,AAPL230120P00175000,AAPL,2023-01-20,175.0,put,2022-12-27,44.7,44.7,45.2,52,45.55,2248,45.55,44.7,2.00596,-0.49843,0.00506,-0.64119,0.15679,0.06575342465753424 -386,AAPL230120C00180000,AAPL,2023-01-20,180.0,call,2022-12-27,0.02,0.01,0.02,1011,0.02,60765,0.02,0.01,0.238,0.00515,0.00159,-0.00298,0.00584,0.06575342465753424 -387,AAPL230120P00180000,AAPL,2023-01-20,180.0,put,2022-12-27,48.65,49.75,50.2,1003,48.65,880,48.65,48.65,2.10247,-0.5097,0.00483,-0.67173,0.15675,0.06575342465753424 -388,AAPL230120C00185000,AAPL,2023-01-20,185.0,call,2022-12-27,0.02,0.01,0.02,99,0.01,23683,0.02,0.01,0.27409,0.00454,0.00123,-0.00306,0.00522,0.06575342465753424 -389,AAPL230120P00185000,AAPL,2023-01-20,185.0,put,2022-12-27,53.7,54.75,55.2,900,53.7,742,53.7,53.7,2.19196,-0.51977,0.00463,-0.69953,0.1566,0.06575342465753424 -390,AAPL230120C00190000,AAPL,2023-01-20,190.0,call,2022-12-27,0.01,0.01,0.02,156,0.01,33440,0.02,0.01,0.30865,0.00408,0.00099,-0.00312,0.00474,0.06575342465753424 -391,AAPL230120P00190000,AAPL,2023-01-20,190.0,put,2022-12-27,58.7,59.7,60.2,1250,58.7,1168,58.7,58.7,2.27505,-0.52893,0.00445,-0.72486,0.15638,0.06575342465753424 -392,AAPL230120C00195000,AAPL,2023-01-20,195.0,call,2022-12-27,0.01,0.0,0.01,109,0.01,17352,0.02,0.01,0.30872,0.00148,0.0004,-0.00124,0.00189,0.06575342465753424 -393,AAPL230120P00195000,AAPL,2023-01-20,195.0,put,2022-12-27,63.7,64.75,65.2,250,63.7,242,63.7,63.7,2.35714,-0.53678,0.00429,-0.74963,0.15613,0.06575342465753424 -394,AAPL230120C00200000,AAPL,2023-01-20,200.0,call,2022-12-27,0.01,0.0,0.01,428,0.01,62937,0.01,0.01,0.33825,0.00136,0.00034,-0.00126,0.00175,0.06575342465753424 -395,AAPL230120P00200000,AAPL,2023-01-20,200.0,put,2022-12-27,68.65,69.75,70.2,250,68.65,204,68.65,68.65,2.43382,-0.54405,0.00415,-0.77239,0.15584,0.06575342465753424 -396,AAPL230120C00205000,AAPL,2023-01-20,205.0,call,2022-12-27,0.01,0.0,0.01,4,0.01,6551,0.01,0.01,0.36678,0.00126,0.00029,-0.00127,0.00164,0.06575342465753424 -397,AAPL230120P00205000,AAPL,2023-01-20,205.0,put,2022-12-27,50.2,74.75,75.2,3,50.2,1,50.2,50.2,2.50713,-0.55064,0.00402,-0.79389,0.15553,0.06575342465753424 -398,AAPL230120C00210000,AAPL,2023-01-20,210.0,call,2022-12-27,0.01,0.0,0.01,68,0.01,17361,0.01,0.01,0.3944,0.00118,0.00025,-0.00129,0.00154,0.06575342465753424 -399,AAPL230120P00210000,AAPL,2023-01-20,210.0,put,2022-12-27,78.7,79.75,80.2,100,78.7,80,78.7,78.7,2.57725,-0.55668,0.0039,-0.8142,0.15521,0.06575342465753424 -400,AAPL230120C00215000,AAPL,2023-01-20,215.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,5940,0.01,0.01,0.42118,0.00111,0.00022,-0.0013,0.00146,0.06575342465753424 -401,AAPL230120P00215000,AAPL,2023-01-20,215.0,put,2022-12-27,74.56,84.75,85.2,25,74.56,0,74.56,74.56,2.64454,-0.56222,0.00379,-0.83349,0.15488,0.06575342465753424 -402,AAPL230120C00220000,AAPL,2023-01-20,220.0,call,2022-12-27,0.01,0.0,0.01,292,0.01,37009,0.01,0.01,0.4472,0.00106,0.0002,-0.00131,0.00139,0.06575342465753424 -403,AAPL230120P00220000,AAPL,2023-01-20,220.0,put,2022-12-27,88.65,89.75,90.2,150,88.65,139,88.65,88.65,2.70916,-0.56733,0.00369,-0.85182,0.15455,0.06575342465753424 -404,AAPL230120C00225000,AAPL,2023-01-20,225.0,call,2022-12-27,0.01,0.0,0.01,2,0.01,4136,0.01,0.01,0.47245,0.001,0.00018,-0.00132,0.00133,0.06575342465753424 -405,AAPL230120P00225000,AAPL,2023-01-20,225.0,put,2022-12-27,70.05,94.75,95.2,616,66.75,0,70.05,66.75,2.77142,-0.57205,0.0036,-0.86932,0.15423,0.06575342465753424 -406,AAPL230120C00230000,AAPL,2023-01-20,230.0,call,2022-12-27,0.01,0.0,0.01,10,0.01,12966,0.01,0.01,0.49702,0.00096,0.00017,-0.00133,0.00127,0.06575342465753424 -407,AAPL230120P00230000,AAPL,2023-01-20,230.0,put,2022-12-27,98.6,99.7,100.2,2500,98.6,1900,98.6,98.6,2.82986,-0.57664,0.00352,-0.88544,0.15389,0.06575342465753424 -408,AAPL230120C00235000,AAPL,2023-01-20,235.0,call,2022-12-27,0.01,0.0,0.01,9,0.01,805,0.01,0.01,0.5209,0.00092,0.00015,-0.00134,0.00122,0.06575342465753424 -409,AAPL230120P00235000,AAPL,2023-01-20,235.0,put,2022-12-27,62.89,104.75,105.2,10,62.89,0,62.89,62.89,2.88937,-0.58053,0.00344,-0.90205,0.15359,0.06575342465753424 -410,AAPL230120C00240000,AAPL,2023-01-20,240.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,5013,0.01,0.01,0.54424,0.00088,0.00014,-0.00135,0.00118,0.06575342465753424 -411,AAPL230120P00240000,AAPL,2023-01-20,240.0,put,2022-12-27,91.44,109.7,110.2,20,91.44,0,91.44,91.44,2.94376,-0.58456,0.00337,-0.91678,0.15326,0.06575342465753424 -412,AAPL230120C00245000,AAPL,2023-01-20,245.0,call,2022-12-27,0.01,0.0,0.01,240,0.01,2572,0.01,0.01,0.56698,0.00085,0.00013,-0.00136,0.00114,0.06575342465753424 -413,AAPL230120P00245000,AAPL,2023-01-20,245.0,put,2022-12-27,109.2,114.7,115.2,1,109.2,0,109.2,109.2,2.99793,-0.58814,0.0033,-0.93152,0.15295,0.06575342465753424 -414,AAPL230120C00250000,AAPL,2023-01-20,250.0,call,2022-12-27,0.01,0.0,0.01,5,0.01,24615,0.01,0.01,0.5891,0.00082,0.00012,-0.00137,0.00111,0.06575342465753424 -415,AAPL230120P00250000,AAPL,2023-01-20,250.0,put,2022-12-27,111.04,119.7,120.2,4,111.04,0,111.04,111.04,3.05042,-0.59151,0.00324,-0.9457,0.15265,0.06575342465753424 -416,AAPL230120C00255000,AAPL,2023-01-20,255.0,call,2022-12-27,0.01,0.0,0.01,4,0.01,313,0.01,0.01,0.61077,0.0008,0.00011,-0.00138,0.00107,0.06575342465753424 -417,AAPL230120P00255000,AAPL,2023-01-20,255.0,put,2022-12-27,0.0,124.75,125.2,0,0.0,0,0.0,0.0,3.10299,-0.59446,0.00318,-0.96001,0.15238,0.06575342465753424 -418,AAPL230120C00260000,AAPL,2023-01-20,260.0,call,2022-12-27,0.01,0.0,0.01,20,0.01,23111,0.01,0.01,0.6319,0.00077,0.00011,-0.00139,0.00104,0.06575342465753424 -419,AAPL230120P00260000,AAPL,2023-01-20,260.0,put,2022-12-27,127.05,129.75,130.2,1,127.05,0,127.05,127.05,3.15243,-0.59744,0.00312,-0.97321,0.15209,0.06575342465753424 -420,AAPL230120C00265000,AAPL,2023-01-20,265.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.6525,0.00075,0.0001,-0.00139,0.00102,0.06575342465753424 -421,AAPL230120P00265000,AAPL,2023-01-20,265.0,put,2022-12-27,0.0,134.75,135.2,0,0.0,0,0.0,0.0,3.20042,-0.60026,0.00307,-0.98593,0.15182,0.06575342465753424 -422,AAPL230120C00270000,AAPL,2023-01-20,270.0,call,2022-12-27,0.01,0.0,0.01,8,0.01,2663,0.01,0.01,0.67272,0.00073,0.0001,-0.0014,0.00099,0.06575342465753424 -423,AAPL230120P00270000,AAPL,2023-01-20,270.0,put,2022-12-27,124.3,139.75,140.2,9,125.0,0,125.0,124.3,3.24711,-0.60293,0.00302,-0.99825,0.15155,0.06575342465753424 -424,AAPL230120C00275000,AAPL,2023-01-20,275.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.69248,0.00071,9e-05,-0.00141,0.00097,0.06575342465753424 -425,AAPL230120P00275000,AAPL,2023-01-20,275.0,put,2022-12-27,0.0,144.75,145.2,0,0.0,0,0.0,0.0,3.2925,-0.60546,0.00297,-1.01015,0.15128,0.06575342465753424 -426,AAPL230120C00280000,AAPL,2023-01-20,280.0,call,2022-12-27,0.02,0.0,0.01,40,0.02,3345,0.02,0.02,0.71186,0.00069,9e-05,-0.00141,0.00095,0.06575342465753424 -427,AAPL230120P00280000,AAPL,2023-01-20,280.0,put,2022-12-27,138.39,149.75,150.2,2,138.4,0,138.4,138.39,3.33675,-0.60786,0.00293,-1.0217,0.15103,0.06575342465753424 -428,AAPL230120C00285000,AAPL,2023-01-20,285.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.73078,0.00068,8e-05,-0.00142,0.00092,0.06575342465753424 -429,AAPL230120P00285000,AAPL,2023-01-20,285.0,put,2022-12-27,154.05,154.7,155.2,10,154.05,0,154.05,154.05,3.37818,-0.61036,0.00289,-1.0322,0.15075,0.06575342465753424 -430,AAPL230120C00290000,AAPL,2023-01-20,290.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,2392,0.01,0.01,0.74932,0.00066,8e-05,-0.00143,0.00091,0.06575342465753424 -431,AAPL230120P00290000,AAPL,2023-01-20,290.0,put,2022-12-27,158.25,159.7,160.2,4,158.25,0,158.25,158.25,3.42022,-0.61253,0.00285,-1.04306,0.15051,0.06575342465753424 -432,AAPL230120C00300000,AAPL,2023-01-20,300.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,24416,0.01,0.01,0.78541,0.00064,7e-05,-0.00144,0.00087,0.06575342465753424 -433,AAPL230120P00300000,AAPL,2023-01-20,300.0,put,2022-12-27,168.15,169.7,170.2,1,168.15,0,168.15,168.15,3.50117,-0.6166,0.00277,-1.06382,0.15005,0.06575342465753424 -434,AAPL230127C00050000,AAPL,2023-01-27,50.0,call,2022-12-27,0.0,79.8,80.95,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00577,0.0,0.08493150684931507 -435,AAPL230127P00050000,AAPL,2023-01-27,50.0,put,2022-12-27,0.02,0.0,0.01,2,0.03,2,0.03,0.02,1.19381,-0.00033,2e-05,-0.00105,0.00055,0.08493150684931507 -436,AAPL230127C00055000,AAPL,2023-01-27,55.0,call,2022-12-27,0.0,74.85,76.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00635,0.0,0.08493150684931507 -437,AAPL230127P00055000,AAPL,2023-01-27,55.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.09577,-0.00036,3e-05,-0.00104,0.00059,0.08493150684931507 -438,AAPL230127C00060000,AAPL,2023-01-27,60.0,call,2022-12-27,0.0,69.85,71.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00693,0.0,0.08493150684931507 -439,AAPL230127P00060000,AAPL,2023-01-27,60.0,put,2022-12-27,0.05,0.0,0.04,2,0.05,3,0.05,0.05,1.13239,-0.00128,8e-05,-0.00342,0.00189,0.08493150684931507 -440,AAPL230127C00065000,AAPL,2023-01-27,65.0,call,2022-12-27,0.0,64.9,66.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00751,0.0,0.08493150684931507 -441,AAPL230127P00065000,AAPL,2023-01-27,65.0,put,2022-12-27,0.01,0.0,0.06,1,0.01,1,0.01,0.01,1.0825,-0.00195,0.00013,-0.00479,0.00277,0.08493150684931507 -442,AAPL230127C00070000,AAPL,2023-01-27,70.0,call,2022-12-27,0.0,59.9,61.05,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00808,0.0,0.08493150684931507 -443,AAPL230127P00070000,AAPL,2023-01-27,70.0,put,2022-12-27,0.04,0.0,0.06,1,0.04,30,0.04,0.04,0.99438,-0.00212,0.00015,-0.00475,0.00299,0.08493150684931507 -444,AAPL230127C00075000,AAPL,2023-01-27,75.0,call,2022-12-27,0.0,54.95,56.1,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00866,0.0,0.08493150684931507 -445,AAPL230127P00075000,AAPL,2023-01-27,75.0,put,2022-12-27,0.04,0.01,0.08,35,0.03,149,0.07,0.03,0.95211,-0.00321,0.00023,-0.00661,0.00435,0.08493150684931507 -446,AAPL230127C00080000,AAPL,2023-01-27,80.0,call,2022-12-27,0.0,50.0,51.15,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00924,0.0,0.08493150684931507 -447,AAPL230127P00080000,AAPL,2023-01-27,80.0,put,2022-12-27,0.08,0.01,0.08,24,0.07,10,0.08,0.07,0.87231,-0.0035,0.00027,-0.00654,0.0047,0.08493150684931507 -448,AAPL230127C00085000,AAPL,2023-01-27,85.0,call,2022-12-27,0.0,45.05,46.15,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00982,0.0,0.08493150684931507 -449,AAPL230127P00085000,AAPL,2023-01-27,85.0,put,2022-12-27,0.06,0.03,0.12,56,0.1,23,0.13,0.06,0.84576,-0.00575,0.00043,-0.00986,0.00731,0.08493150684931507 -450,AAPL230127C00090000,AAPL,2023-01-27,90.0,call,2022-12-27,42.0,40.1,41.1,1,42.0,6,42.0,42.0,4e-05,1.0,0.0,-0.01039,0.0,0.08493150684931507 -451,AAPL230127P00090000,AAPL,2023-01-27,90.0,put,2022-12-27,0.12,0.08,0.13,56,0.14,105,0.16,0.1,0.80448,-0.00818,0.00062,-0.0128,0.00998,0.08493150684931507 -452,AAPL230127C00095000,AAPL,2023-01-27,95.0,call,2022-12-27,42.5,35.15,36.3,4,42.65,2,42.65,42.5,4e-05,1.0,0.0,-0.01097,0.0,0.08493150684931507 -453,AAPL230127P00095000,AAPL,2023-01-27,95.0,put,2022-12-27,0.14,0.14,0.22,29,0.2,55,0.23,0.14,0.788,-0.01353,0.00098,-0.01941,0.01547,0.08493150684931507 -454,AAPL230127C00100000,AAPL,2023-01-27,100.0,call,2022-12-27,30.61,30.3,31.45,9,30.61,32,30.61,30.61,4e-05,1.0,0.0,-0.01155,0.0,0.08493150684931507 -455,AAPL230127P00100000,AAPL,2023-01-27,100.0,put,2022-12-27,0.25,0.25,0.28,799,0.3,529,0.39,0.25,0.75764,-0.01979,0.00142,-0.02582,0.02144,0.08493150684931507 -456,AAPL230127C00105000,AAPL,2023-01-27,105.0,call,2022-12-27,0.0,25.5,26.6,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01212,0.0,0.08493150684931507 -457,AAPL230127P00105000,AAPL,2023-01-27,105.0,put,2022-12-27,0.45,0.42,0.44,523,0.46,394,0.56,0.41,0.74306,-0.03083,0.0021,-0.03666,0.03109,0.08493150684931507 -458,AAPL230127C00110000,AAPL,2023-01-27,110.0,call,2022-12-27,21.23,21.0,21.8,4,21.4,6,21.55,21.23,4e-05,1.0,0.0,-0.0127,0.0,0.08493150684931507 -459,AAPL230127P00110000,AAPL,2023-01-27,110.0,put,2022-12-27,0.7,0.7,0.84,930,0.65,1012,0.92,0.65,0.75024,-0.05048,0.0031,-0.05519,0.04642,0.08493150684931507 -460,AAPL230127C00115000,AAPL,2023-01-27,115.0,call,2022-12-27,17.05,16.4,17.35,8,16.85,5,17.05,16.6,4e-05,1.0,0.0,-0.01328,0.0,0.08493150684931507 -461,AAPL230127P00115000,AAPL,2023-01-27,115.0,put,2022-12-27,1.19,1.16,1.31,775,1.15,1302,1.54,1.15,0.74978,-0.07527,0.00424,-0.07519,0.0634,0.08493150684931507 -462,AAPL230127C00120000,AAPL,2023-01-27,120.0,call,2022-12-27,12.67,12.35,13.15,22,13.3,19,13.3,11.98,4e-05,1.0,0.0,-0.01386,0.0,0.08493150684931507 -463,AAPL230127P00120000,AAPL,2023-01-27,120.0,put,2022-12-27,2.14,2.02,2.15,2449,2.12,2807,2.6,1.95,0.77297,-0.11271,0.00554,-0.10431,0.08547,0.08493150684931507 -464,AAPL230127C00124000,AAPL,2023-01-27,124.0,call,2022-12-27,9.7,9.55,10.1,5,9.7,1,9.7,9.7,4e-05,1.0,0.0,-0.01432,0.0,0.08493150684931507 -465,AAPL230127P00124000,AAPL,2023-01-27,124.0,put,2022-12-27,3.12,3.05,3.3,1142,3.0,559,3.62,2.97,0.80898,-0.15163,0.0065,-0.13381,0.1049,0.08493150684931507 -466,AAPL230127C00125000,AAPL,2023-01-27,125.0,call,2022-12-27,9.19,8.75,9.3,68,9.15,59,9.19,8.75,4e-05,1.0,0.0,-0.01443,0.0,0.08493150684931507 -467,AAPL230127P00125000,AAPL,2023-01-27,125.0,put,2022-12-27,3.46,3.35,3.5,905,3.45,2398,4.1,3.25,0.81188,-0.16043,0.00672,-0.13932,0.10887,0.08493150684931507 -468,AAPL230127C00126000,AAPL,2023-01-27,126.0,call,2022-12-27,8.68,8.15,8.65,10,9.75,0,9.75,8.11,4e-05,1.0,0.0,-0.01455,0.0,0.08493150684931507 -469,AAPL230127P00126000,AAPL,2023-01-27,126.0,put,2022-12-27,3.8,3.65,3.85,40,3.8,39,4.4,3.7,0.82043,-0.17068,0.00692,-0.14649,0.11332,0.08493150684931507 -470,AAPL230127C00127000,AAPL,2023-01-27,127.0,call,2022-12-27,7.85,7.5,8.05,11,8.15,15,8.15,7.41,4e-05,1.0,0.0,-0.01467,0.0,0.08493150684931507 -471,AAPL230127P00127000,AAPL,2023-01-27,127.0,put,2022-12-27,4.0,4.05,4.4,58,4.0,721,4.75,4.0,0.84019,-0.18339,0.00707,-0.15695,0.11858,0.08493150684931507 -472,AAPL230127C00128000,AAPL,2023-01-27,128.0,call,2022-12-27,7.4,6.85,7.3,89,6.9,37,7.4,6.65,4e-05,1.0,0.0,-0.01478,0.0,0.08493150684931507 -473,AAPL230127P00128000,AAPL,2023-01-27,128.0,put,2022-12-27,4.5,4.4,4.7,120,4.05,218,5.2,4.05,0.84553,-0.19309,0.00726,-0.16299,0.12242,0.08493150684931507 -474,AAPL230127C00129000,AAPL,2023-01-27,129.0,call,2022-12-27,6.76,6.35,6.75,73,7.3,50,7.3,6.0,4e-05,1.0,0.0,-0.0149,0.0,0.08493150684931507 -475,AAPL230127P00129000,AAPL,2023-01-27,129.0,put,2022-12-27,4.94,4.85,5.0,243,5.2,193,5.6,4.75,0.85369,-0.20345,0.00742,-0.16978,0.12634,0.08493150684931507 -476,AAPL230127C00130000,AAPL,2023-01-27,130.0,call,2022-12-27,5.95,5.85,6.1,420,6.61,323,6.75,5.4,4e-05,1.0,0.0,-0.01501,0.0,0.08493150684931507 -477,AAPL230127P00130000,AAPL,2023-01-27,130.0,put,2022-12-27,5.4,5.3,5.4,1071,5.1,2301,6.1,5.1,0.86452,-0.21434,0.00755,-0.17724,0.13028,0.08493150684931507 -478,AAPL230127C00131000,AAPL,2023-01-27,131.0,call,2022-12-27,5.45,5.1,5.6,104,6.05,485,6.05,5.1,4e-05,1.0,0.0,-0.01513,0.0,0.08493150684931507 -479,AAPL230127P00131000,AAPL,2023-01-27,131.0,put,2022-12-27,5.67,5.7,6.55,51,5.75,561,6.7,5.65,0.89993,-0.22928,0.00754,-0.19174,0.1354,0.08493150684931507 -480,AAPL230127C00132000,AAPL,2023-01-27,132.0,call,2022-12-27,4.93,4.75,5.1,144,5.44,528,5.9,4.49,4e-05,1.0,0.0,-0.01524,0.0,0.08493150684931507 -481,AAPL230127P00132000,AAPL,2023-01-27,132.0,put,2022-12-27,6.17,6.2,7.05,505,6.19,295,6.85,6.17,0.91297,-0.24015,0.00763,-0.19952,0.13891,0.08493150684931507 -482,AAPL230127C00133000,AAPL,2023-01-27,133.0,call,2022-12-27,4.7,4.1,4.6,191,4.76,509,4.76,4.0,4e-05,1.0,0.0,-0.01536,0.0,0.08493150684931507 -483,AAPL230127P00133000,AAPL,2023-01-27,133.0,put,2022-12-27,6.65,6.7,7.6,17,6.89,405,7.5,6.6,0.9264,-0.25095,0.00769,-0.20723,0.14223,0.08493150684931507 -484,AAPL230127C00134000,AAPL,2023-01-27,134.0,call,2022-12-27,4.15,3.9,4.15,56,4.56,224,4.56,3.6,4e-05,1.0,0.0,-0.01547,0.0,0.08493150684931507 -485,AAPL230127P00134000,AAPL,2023-01-27,134.0,put,2022-12-27,7.3,7.2,7.65,109,6.9,311,8.0,6.9,0.92136,-0.2592,0.00787,-0.20951,0.14466,0.08493150684931507 -486,AAPL230127C00135000,AAPL,2023-01-27,135.0,call,2022-12-27,3.55,3.55,3.7,841,4.08,2360,4.08,3.2,4e-05,1.0,0.0,-0.01559,0.0,0.08493150684931507 -487,AAPL230127P00135000,AAPL,2023-01-27,135.0,put,2022-12-27,7.75,7.85,8.2,205,7.32,1340,8.65,7.32,0.93784,-0.27026,0.0079,-0.21779,0.14776,0.08493150684931507 -488,AAPL230127C00136000,AAPL,2023-01-27,136.0,call,2022-12-27,3.3,3.05,3.35,195,3.84,256,3.84,2.76,4e-05,1.0,0.0,-0.0157,0.0,0.08493150684931507 -489,AAPL230127P00136000,AAPL,2023-01-27,136.0,put,2022-12-27,8.65,8.3,8.8,1,8.65,170,8.65,8.65,0.94807,-0.28039,0.00795,-0.22411,0.15046,0.08493150684931507 -490,AAPL230127C00137000,AAPL,2023-01-27,137.0,call,2022-12-27,2.96,2.73,2.96,126,3.0,297,3.05,2.52,4e-05,1.0,0.0,-0.01582,0.0,0.08493150684931507 -491,AAPL230127P00137000,AAPL,2023-01-27,137.0,put,2022-12-27,9.15,9.05,9.55,6,9.65,100,9.65,9.05,0.97202,-0.29172,0.00791,-0.23412,0.15332,0.08493150684931507 -492,AAPL230127C00138000,AAPL,2023-01-27,138.0,call,2022-12-27,2.62,2.4,2.63,201,2.74,1515,2.79,2.16,4e-05,1.0,0.0,-0.01594,0.0,0.08493150684931507 -493,AAPL230127P00138000,AAPL,2023-01-27,138.0,put,2022-12-27,9.98,9.6,10.35,7,10.65,867,10.65,9.81,0.9898,-0.30207,0.00789,-0.24219,0.15579,0.08493150684931507 -494,AAPL230127C00139000,AAPL,2023-01-27,139.0,call,2022-12-27,2.32,2.15,2.32,137,2.37,770,2.37,1.9,4e-05,1.0,0.0,-0.01605,0.0,0.08493150684931507 -495,AAPL230127P00139000,AAPL,2023-01-27,139.0,put,2022-12-27,11.48,10.5,11.0,1,11.48,597,11.48,11.48,1.01276,-0.31248,0.00783,-0.25151,0.15813,0.08493150684931507 -496,AAPL230127C00140000,AAPL,2023-01-27,140.0,call,2022-12-27,1.95,1.93,1.98,641,2.33,2551,2.49,1.64,4e-05,1.0,0.0,-0.01617,0.0,0.08493150684931507 -497,AAPL230127P00140000,AAPL,2023-01-27,140.0,put,2022-12-27,11.18,10.6,11.75,177,10.6,2344,12.15,10.6,1.01269,-0.32112,0.00792,-0.25429,0.15997,0.08493150684931507 -498,AAPL230127C00141000,AAPL,2023-01-27,141.0,call,2022-12-27,1.8,1.59,1.8,38,1.95,237,1.95,1.51,4e-05,1.0,0.0,-0.01628,0.0,0.08493150684931507 -499,AAPL230127P00141000,AAPL,2023-01-27,141.0,put,2022-12-27,8.0,11.55,12.4,4,10.09,197,10.09,8.0,1.03519,-0.33092,0.00784,-0.26313,0.16194,0.08493150684931507 -500,AAPL230127C00142000,AAPL,2023-01-27,142.0,call,2022-12-27,1.58,1.38,1.57,140,1.89,405,1.89,1.3,4e-05,1.0,0.0,-0.0164,0.0,0.08493150684931507 -501,AAPL230127P00142000,AAPL,2023-01-27,142.0,put,2022-12-27,13.0,12.4,13.4,12,13.62,218,13.73,12.97,1.06426,-0.34054,0.00771,-0.27357,0.16377,0.08493150684931507 -502,AAPL230127C00143000,AAPL,2023-01-27,143.0,call,2022-12-27,1.34,1.19,1.35,384,1.15,562,1.34,1.15,4e-05,1.0,0.0,-0.01651,0.0,0.08493150684931507 -503,AAPL230127P00143000,AAPL,2023-01-27,143.0,put,2022-12-27,13.55,13.2,14.0,2,13.55,337,13.55,13.55,1.07861,-0.34925,0.00768,-0.27983,0.16532,0.08493150684931507 -504,AAPL230127C00144000,AAPL,2023-01-27,144.0,call,2022-12-27,1.09,1.03,1.19,71,1.24,998,1.24,1.0,4e-05,1.0,0.0,-0.01663,0.0,0.08493150684931507 -505,AAPL230127P00144000,AAPL,2023-01-27,144.0,put,2022-12-27,14.5,13.95,15.05,11,14.72,115,14.72,14.5,1.10424,-0.3579,0.00757,-0.28899,0.16677,0.08493150684931507 -506,AAPL230127C00145000,AAPL,2023-01-27,145.0,call,2022-12-27,1.0,0.87,1.02,343,1.21,1809,1.3,0.85,4e-05,1.0,0.0,-0.01674,0.0,0.08493150684931507 -507,AAPL230127P00145000,AAPL,2023-01-27,145.0,put,2022-12-27,16.15,14.9,15.85,19,16.4,343,16.45,15.5,1.12743,-0.36609,0.00747,-0.29733,0.16806,0.08493150684931507 -508,AAPL230127C00146000,AAPL,2023-01-27,146.0,call,2022-12-27,0.87,0.8,0.9,43,0.9,738,0.9,0.76,4e-05,1.0,0.0,-0.01686,0.0,0.08493150684931507 -509,AAPL230127P00146000,AAPL,2023-01-27,146.0,put,2022-12-27,16.4,15.6,16.85,3,16.5,48,16.5,16.4,1.14826,-0.37392,0.00739,-0.30489,0.16922,0.08493150684931507 -510,AAPL230127C00147000,AAPL,2023-01-27,147.0,call,2022-12-27,0.73,0.68,0.78,72,0.74,398,0.89,0.64,4e-05,1.0,0.0,-0.01697,0.0,0.08493150684931507 -511,AAPL230127P00147000,AAPL,2023-01-27,147.0,put,2022-12-27,16.75,16.65,18.0,3,16.75,519,16.75,16.75,1.18313,-0.38124,0.00721,-0.31609,0.17024,0.08493150684931507 -512,AAPL230127C00148000,AAPL,2023-01-27,148.0,call,2022-12-27,0.59,0.57,0.65,43,0.72,946,0.72,0.56,4e-05,1.0,0.0,-0.01709,0.0,0.08493150684931507 -513,AAPL230127P00148000,AAPL,2023-01-27,148.0,put,2022-12-27,18.27,17.5,18.65,1,18.27,117,18.27,18.27,1.19663,-0.38848,0.00717,-0.32141,0.17119,0.08493150684931507 -514,AAPL230127C00149000,AAPL,2023-01-27,149.0,call,2022-12-27,0.55,0.46,0.59,77,0.7,173,0.7,0.44,4e-05,1.0,0.0,-0.01721,0.0,0.08493150684931507 -515,AAPL230127P00149000,AAPL,2023-01-27,149.0,put,2022-12-27,19.5,18.45,19.6,4,19.0,31,19.5,19.0,1.22112,-0.39521,0.00706,-0.32957,0.17201,0.08493150684931507 -516,AAPL230127C00150000,AAPL,2023-01-27,150.0,call,2022-12-27,0.46,0.42,0.5,1516,0.6,4116,0.6,0.4,4e-05,1.0,0.0,-0.01732,0.0,0.08493150684931507 -517,AAPL230127P00150000,AAPL,2023-01-27,150.0,put,2022-12-27,18.85,19.45,20.35,8,18.85,208,18.85,18.85,1.24065,-0.40179,0.00698,-0.33628,0.17277,0.08493150684931507 -518,AAPL230127C00152500,AAPL,2023-01-27,152.5,call,2022-12-27,0.32,0.27,0.35,238,0.37,1064,0.37,0.29,4e-05,1.0,0.0,-0.01761,0.0,0.08493150684931507 -519,AAPL230127P00152500,AAPL,2023-01-27,152.5,put,2022-12-27,17.81,21.8,22.95,7,17.81,275,17.81,17.81,1.30352,-0.41641,0.0067,-0.35641,0.17427,0.08493150684931507 -520,AAPL230127C00155000,AAPL,2023-01-27,155.0,call,2022-12-27,0.21,0.2,0.26,141,0.33,896,0.33,0.17,0.03826,0.23204,0.17855,-0.0125,0.1363,0.08493150684931507 -521,AAPL230127P00155000,AAPL,2023-01-27,155.0,put,2022-12-27,24.76,24.2,25.85,2,24.76,103,24.76,24.76,1.37287,-0.42878,0.0064,-0.37777,0.17535,0.08493150684931507 -522,AAPL230127C00157500,AAPL,2023-01-27,157.5,call,2022-12-27,0.16,0.15,0.21,17,0.15,621,0.21,0.14,0.06977,0.11874,0.06371,-0.01207,0.08869,0.08493150684931507 -523,AAPL230127P00157500,AAPL,2023-01-27,157.5,put,2022-12-27,10.97,26.85,28.0,1,10.97,1,10.97,10.97,1.4249,-0.44066,0.0062,-0.394,0.17622,0.08493150684931507 -524,AAPL230127C00160000,AAPL,2023-01-27,160.0,call,2022-12-27,0.12,0.09,0.12,275,0.14,642,0.17,0.07,0.08846,0.06206,0.03095,-0.00889,0.05463,0.08493150684931507 -525,AAPL230127P00160000,AAPL,2023-01-27,160.0,put,2022-12-27,25.05,29.3,30.5,11,25.74,1,25.74,25.05,1.47861,-0.45118,0.006,-0.41032,0.17686,0.08493150684931507 -526,AAPL230127C00162500,AAPL,2023-01-27,162.5,call,2022-12-27,0.09,0.07,0.11,46,0.14,932,0.17,0.08,0.11105,0.04474,0.01902,-0.00833,0.04214,0.08493150684931507 -527,AAPL230127P00162500,AAPL,2023-01-27,162.5,put,2022-12-27,18.25,31.9,32.95,2,18.25,0,18.25,18.25,1.53278,-0.46051,0.0058,-0.42645,0.17732,0.08493150684931507 -528,AAPL230127C00165000,AAPL,2023-01-27,165.0,call,2022-12-27,0.08,0.03,0.1,7,0.07,836,0.08,0.07,0.12768,0.02987,0.01189,-0.00676,0.03028,0.08493150684931507 -529,AAPL230127P00165000,AAPL,2023-01-27,165.0,put,2022-12-27,34.1,34.25,35.45,10,34.1,0,34.1,34.1,1.57925,-0.46955,0.00564,-0.4402,0.17768,0.08493150684931507 -530,AAPL230127C00167500,AAPL,2023-01-27,167.5,call,2022-12-27,0.1,0.02,0.07,35,0.1,136,0.1,0.1,0.14149,0.01971,0.00757,-0.00522,0.02136,0.08493150684931507 -531,AAPL230127P00167500,AAPL,2023-01-27,167.5,put,2022-12-27,0.0,36.75,37.95,0,0.0,0,0.0,0.0,1.628,-0.47751,0.00548,-0.45436,0.17791,0.08493150684931507 -532,AAPL230127C00170000,AAPL,2023-01-27,170.0,call,2022-12-27,0.04,0.04,0.05,48,0.04,318,0.05,0.04,0.16193,0.01751,0.00598,-0.00535,0.01931,0.08493150684931507 -533,AAPL230127P00170000,AAPL,2023-01-27,170.0,put,2022-12-27,25.01,39.4,40.45,2,24.0,0,25.01,24.0,1.67919,-0.4844,0.00531,-0.46903,0.17806,0.08493150684931507 -534,AAPL230127C00175000,AAPL,2023-01-27,175.0,call,2022-12-27,0.03,0.01,0.05,11,0.03,109,0.03,0.03,0.19047,0.01053,0.00328,-0.00401,0.01246,0.08493150684931507 -535,AAPL230127P00175000,AAPL,2023-01-27,175.0,put,2022-12-27,0.0,44.4,45.45,0,0.0,0,0.0,0.0,1.76853,-0.4975,0.00505,-0.49426,0.17819,0.08493150684931507 -536,AAPL230127C00180000,AAPL,2023-01-27,180.0,call,2022-12-27,0.08,0.01,0.06,2,0.08,2,0.08,0.08,0.23022,0.01023,0.00264,-0.00469,0.01214,0.08493150684931507 -537,AAPL230127P00180000,AAPL,2023-01-27,180.0,put,2022-12-27,0.0,49.3,50.45,0,0.0,0,0.0,0.0,1.84956,-0.50924,0.00483,-0.51663,0.17815,0.08493150684931507 -538,AAPL230127C00185000,AAPL,2023-01-27,185.0,call,2022-12-27,0.0,0.0,0.07,0,0.0,0,0.0,0.0,0.26447,0.00905,0.00207,-0.00481,0.01091,0.08493150684931507 -539,AAPL230127P00185000,AAPL,2023-01-27,185.0,put,2022-12-27,0.0,54.3,55.45,0,0.0,0,0.0,0.0,1.9286,-0.5193,0.00463,-0.53808,0.17799,0.08493150684931507 -540,AAPL230127C00190000,AAPL,2023-01-27,190.0,call,2022-12-27,0.0,0.0,0.05,0,0.0,0,0.0,0.0,0.28599,0.00621,0.00137,-0.00372,0.00783,0.08493150684931507 -541,AAPL230127P00190000,AAPL,2023-01-27,190.0,put,2022-12-27,0.0,59.3,60.45,0,0.0,0,0.0,0.0,2.00336,-0.52826,0.00445,-0.55804,0.17775,0.08493150684931507 -542,AAPL230127C00195000,AAPL,2023-01-27,195.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.3091,0.00473,0.001,-0.00315,0.00615,0.08493150684931507 -543,AAPL230127P00195000,AAPL,2023-01-27,195.0,put,2022-12-27,0.0,64.4,65.4,0,0.0,0,0.0,0.0,2.07592,-0.53608,0.00428,-0.57717,0.17747,0.08493150684931507 -544,AAPL230127C00200000,AAPL,2023-01-27,200.0,call,2022-12-27,0.02,0.0,0.03,105,0.02,105,0.02,0.02,0.32825,0.00344,0.00071,-0.00251,0.00462,0.08493150684931507 -545,AAPL230127P00200000,AAPL,2023-01-27,200.0,put,2022-12-27,0.0,69.3,70.45,0,0.0,0,0.0,0.0,2.14222,-0.54352,0.00414,-0.59429,0.17714,0.08493150684931507 -546,AAPL230127C00205000,AAPL,2023-01-27,205.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.35549,0.0032,0.00061,-0.00254,0.00433,0.08493150684931507 -547,AAPL230127P00205000,AAPL,2023-01-27,205.0,put,2022-12-27,0.0,74.3,75.45,0,0.0,0,0.0,0.0,2.20699,-0.55009,0.00401,-0.61087,0.17679,0.08493150684931507 -548,AAPL230127C00210000,AAPL,2023-01-27,210.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.38189,0.00301,0.00054,-0.00257,0.0041,0.08493150684931507 -549,AAPL230127P00210000,AAPL,2023-01-27,210.0,put,2022-12-27,0.0,79.4,80.4,0,0.0,0,0.0,0.0,2.27039,-0.5559,0.0039,-0.627,0.17645,0.08493150684931507 -550,AAPL230127C00215000,AAPL,2023-01-27,215.0,call,2022-12-27,0.0,0.0,0.02,0,0.0,0,0.0,0.0,0.39242,0.00201,0.00036,-0.00184,0.00285,0.08493150684931507 -551,AAPL230127P00215000,AAPL,2023-01-27,215.0,put,2022-12-27,0.0,84.4,85.4,0,0.0,0,0.0,0.0,2.32983,-0.56141,0.00379,-0.64187,0.17608,0.08493150684931507 -552,AAPL230127C00220000,AAPL,2023-01-27,220.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.43209,0.00269,0.00043,-0.00263,0.0037,0.08493150684931507 -553,AAPL230127P00220000,AAPL,2023-01-27,220.0,put,2022-12-27,0.0,89.4,90.4,0,0.0,0,0.0,0.0,2.38697,-0.56649,0.00369,-0.65603,0.17572,0.08493150684931507 -554,AAPL230127C00225000,AAPL,2023-01-27,225.0,call,2022-12-27,0.0,0.0,0.02,0,0.0,0,0.0,0.0,0.4398,0.00182,0.0003,-0.00188,0.0026,0.08493150684931507 -555,AAPL230127P00225000,AAPL,2023-01-27,225.0,put,2022-12-27,0.0,94.4,95.4,0,0.0,0,0.0,0.0,2.44205,-0.57117,0.0036,-0.66955,0.17535,0.08493150684931507 -556,AAPL230127C00230000,AAPL,2023-01-27,230.0,call,2022-12-27,0.0,0.0,0.02,0,0.0,0,0.0,0.0,0.46246,0.00174,0.00027,-0.00189,0.00249,0.08493150684931507 -557,AAPL230127P00230000,AAPL,2023-01-27,230.0,put,2022-12-27,0.0,99.3,100.45,0,0.0,0,0.0,0.0,2.49371,-0.57574,0.00352,-0.68198,0.17498,0.08493150684931507 -558,AAPL230127C00235000,AAPL,2023-01-27,235.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.5022,0.00235,0.00033,-0.0027,0.00328,0.08493150684931507 -559,AAPL230127P00235000,AAPL,2023-01-27,235.0,put,2022-12-27,0.0,104.4,105.4,0,0.0,0,0.0,0.0,2.54635,-0.57959,0.00344,-0.6948,0.17464,0.08493150684931507 -560,AAPL230127C00240000,AAPL,2023-01-27,240.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.52433,0.00227,0.0003,-0.00272,0.00317,0.08493150684931507 -561,AAPL230127P00240000,AAPL,2023-01-27,240.0,put,2022-12-27,0.0,109.3,110.45,0,0.0,0,0.0,0.0,2.59441,-0.58359,0.00337,-0.70615,0.17427,0.08493150684931507 -562,AAPL230127C00245000,AAPL,2023-01-27,245.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.54585,0.00218,0.00028,-0.00274,0.00307,0.08493150684931507 -563,AAPL230127P00245000,AAPL,2023-01-27,245.0,put,2022-12-27,0.0,114.3,115.45,0,0.0,0,0.0,0.0,2.6424,-0.58713,0.0033,-0.71754,0.17393,0.08493150684931507 -564,AAPL230127C00250000,AAPL,2023-01-27,250.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.5669,0.00211,0.00026,-0.00276,0.00298,0.08493150684931507 -565,AAPL230127P00250000,AAPL,2023-01-27,250.0,put,2022-12-27,0.0,119.3,120.45,0,0.0,0,0.0,0.0,2.68887,-0.59046,0.00324,-0.72849,0.1736,0.08493150684931507 -566,AAPL230203C00050000,AAPL,2023-02-03,50.0,call,2022-12-27,0.0,79.45,81.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00577,0.0,0.10410958904109589 -567,AAPL230203P00050000,AAPL,2023-02-03,50.0,put,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,1.07891,-0.00033,2e-05,-0.00085,0.0006,0.10410958904109589 -568,AAPL230203C00055000,AAPL,2023-02-03,55.0,call,2022-12-27,0.0,74.55,75.85,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00635,0.0,0.10410958904109589 -569,AAPL230203P00055000,AAPL,2023-02-03,55.0,put,2022-12-27,0.0,0.01,0.04,0,0.0,0,0.0,0.0,1.13743,-0.00141,8e-05,-0.00339,0.00229,0.10410958904109589 -570,AAPL230203C00060000,AAPL,2023-02-03,60.0,call,2022-12-27,0.0,70.0,70.95,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00692,0.0,0.10410958904109589 -571,AAPL230203P00060000,AAPL,2023-02-03,60.0,put,2022-12-27,0.0,0.0,0.06,0,0.0,0,0.0,0.0,1.06441,-0.00179,0.00011,-0.00393,0.00283,0.10410958904109589 -572,AAPL230203C00065000,AAPL,2023-02-03,65.0,call,2022-12-27,0.0,64.55,66.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.0075,0.0,0.10410958904109589 -573,AAPL230203P00065000,AAPL,2023-02-03,65.0,put,2022-12-27,0.0,0.0,0.09,0,0.0,0,0.0,0.0,1.02039,-0.00271,0.00017,-0.00549,0.00413,0.10410958904109589 -574,AAPL230203C00070000,AAPL,2023-02-03,70.0,call,2022-12-27,0.0,59.6,61.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00808,0.0,0.10410958904109589 -575,AAPL230203P00070000,AAPL,2023-02-03,70.0,put,2022-12-27,0.0,0.0,0.13,0,0.0,0,0.0,0.0,0.97691,-0.00396,0.00024,-0.00738,0.0058,0.10410958904109589 -576,AAPL230203C00075000,AAPL,2023-02-03,75.0,call,2022-12-27,0.0,54.6,56.15,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00865,0.0,0.10410958904109589 -577,AAPL230203P00075000,AAPL,2023-02-03,75.0,put,2022-12-27,0.05,0.01,0.1,1,0.05,0,0.05,0.05,0.88009,-0.00377,0.00026,-0.00636,0.00556,0.10410958904109589 -578,AAPL230203C00080000,AAPL,2023-02-03,80.0,call,2022-12-27,51.44,49.7,51.15,1,51.44,1,51.44,51.44,4e-05,1.0,0.0,-0.00923,0.0,0.10410958904109589 -579,AAPL230203P00080000,AAPL,2023-02-03,80.0,put,2022-12-27,0.06,0.03,0.11,58,0.15,1,0.15,0.06,0.82935,-0.00498,0.00035,-0.00768,0.00713,0.10410958904109589 -580,AAPL230203C00085000,AAPL,2023-02-03,85.0,call,2022-12-27,0.0,45.1,46.3,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00981,0.0,0.10410958904109589 -581,AAPL230203P00085000,AAPL,2023-02-03,85.0,put,2022-12-27,0.07,0.12,0.13,11,0.13,10,0.13,0.07,0.81608,-0.00855,0.00058,-0.01217,0.01149,0.10410958904109589 -582,AAPL230203C00090000,AAPL,2023-02-03,90.0,call,2022-12-27,0.0,40.2,41.3,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01038,0.0,0.10410958904109589 -583,AAPL230203P00090000,AAPL,2023-02-03,90.0,put,2022-12-27,0.2,0.12,0.22,14,0.18,3,0.3,0.18,0.77717,-0.01181,0.0008,-0.01535,0.01524,0.10410958904109589 -584,AAPL230203C00095000,AAPL,2023-02-03,95.0,call,2022-12-27,0.0,35.1,36.65,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01096,0.0,0.10410958904109589 -585,AAPL230203P00095000,AAPL,2023-02-03,95.0,put,2022-12-27,0.33,0.2,0.32,56,0.3,1,0.33,0.26,0.75405,-0.01775,0.00117,-0.02111,0.02163,0.10410958904109589 -586,AAPL230203C00100000,AAPL,2023-02-03,100.0,call,2022-12-27,0.0,30.15,31.55,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01154,0.0,0.10410958904109589 -587,AAPL230203P00100000,AAPL,2023-02-03,100.0,put,2022-12-27,0.43,0.42,0.45,1323,0.55,77,0.56,0.42,0.7465,-0.02816,0.00175,-0.03081,0.03192,0.10410958904109589 -588,AAPL230203C00105000,AAPL,2023-02-03,105.0,call,2022-12-27,0.0,25.5,27.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01212,0.0,0.10410958904109589 -589,AAPL230203P00105000,AAPL,2023-02-03,105.0,put,2022-12-27,0.64,0.57,0.72,461,0.8,49,0.8,0.63,0.72765,-0.04057,0.00242,-0.04048,0.04311,0.10410958904109589 -590,AAPL230203C00110000,AAPL,2023-02-03,110.0,call,2022-12-27,0.0,21.2,22.35,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01269,0.0,0.10410958904109589 -591,AAPL230203P00110000,AAPL,2023-02-03,110.0,put,2022-12-27,1.07,1.0,1.1,623,1.04,550,1.28,1.0,0.72903,-0.06136,0.00336,-0.0563,0.05995,0.10410958904109589 -592,AAPL230203C00115000,AAPL,2023-02-03,115.0,call,2022-12-27,0.0,16.8,18.05,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01327,0.0,0.10410958904109589 -593,AAPL230203P00115000,AAPL,2023-02-03,115.0,put,2022-12-27,1.79,1.55,1.82,481,1.58,14,2.1,1.58,0.73818,-0.09002,0.00445,-0.07623,0.08032,0.10410958904109589 -594,AAPL230203C00120000,AAPL,2023-02-03,120.0,call,2022-12-27,12.75,13.0,13.55,1,12.75,0,12.75,12.75,4e-05,1.0,0.0,-0.01385,0.0,0.10410958904109589 -595,AAPL230203P00120000,AAPL,2023-02-03,120.0,put,2022-12-27,2.78,2.6,2.91,1215,2.65,59,3.25,2.09,0.76687,-0.12976,0.00557,-0.1028,0.10448,0.10410958904109589 -596,AAPL230203C00124000,AAPL,2023-02-03,124.0,call,2022-12-27,11.26,10.3,10.65,2,11.26,1,11.26,11.26,4e-05,1.0,0.0,-0.01431,0.0,0.10410958904109589 -597,AAPL230203P00124000,AAPL,2023-02-03,124.0,put,2022-12-27,3.78,3.75,4.0,63,3.95,33,4.42,3.78,0.79082,-0.1654,0.00636,-0.12456,0.12295,0.10410958904109589 -598,AAPL230203C00125000,AAPL,2023-02-03,125.0,call,2022-12-27,9.65,9.65,10.05,14,9.6,7,9.65,9.6,4e-05,1.0,0.0,-0.01442,0.0,0.10410958904109589 -599,AAPL230203P00125000,AAPL,2023-02-03,125.0,put,2022-12-27,4.2,4.15,4.35,95,3.89,262,4.77,3.89,0.80143,-0.17568,0.00652,-0.13115,0.12779,0.10410958904109589 -600,AAPL230203C00126000,AAPL,2023-02-03,126.0,call,2022-12-27,9.35,9.0,9.35,89,9.0,0,9.35,8.3,4e-05,1.0,0.0,-0.01454,0.0,0.10410958904109589 -601,AAPL230203P00126000,AAPL,2023-02-03,126.0,put,2022-12-27,4.51,4.35,4.75,18,5.1,3,5.11,4.46,0.80486,-0.18448,0.00669,-0.13576,0.13178,0.10410958904109589 -602,AAPL230203C00127000,AAPL,2023-02-03,127.0,call,2022-12-27,8.75,8.25,8.85,9,8.1,2,8.75,8.05,4e-05,1.0,0.0,-0.01465,0.0,0.10410958904109589 -603,AAPL230203P00127000,AAPL,2023-02-03,127.0,put,2022-12-27,4.87,4.7,5.15,310,5.35,169,5.6,4.75,0.81295,-0.19436,0.00684,-0.14154,0.13608,0.10410958904109589 -604,AAPL230203C00128000,AAPL,2023-02-03,128.0,call,2022-12-27,7.58,7.2,8.15,2,7.58,4,7.58,7.58,4e-05,1.0,0.0,-0.01477,0.0,0.10410958904109589 -605,AAPL230203P00128000,AAPL,2023-02-03,128.0,put,2022-12-27,5.36,5.1,5.65,16,5.55,16,6.0,5.2,0.82523,-0.20509,0.00696,-0.14835,0.14055,0.10410958904109589 -606,AAPL230203C00129000,AAPL,2023-02-03,129.0,call,2022-12-27,7.3,7.2,7.55,123,6.55,5,7.55,6.55,4e-05,1.0,0.0,-0.01488,0.0,0.10410958904109589 -607,AAPL230203P00129000,AAPL,2023-02-03,129.0,put,2022-12-27,5.66,5.5,6.2,81,5.8,7,6.6,5.66,0.8379,-0.21581,0.00707,-0.15515,0.14482,0.10410958904109589 -608,AAPL230203C00130000,AAPL,2023-02-03,130.0,call,2022-12-27,6.92,6.65,7.05,376,7.2,52,7.2,6.16,4e-05,1.0,0.0,-0.015,0.0,0.10410958904109589 -609,AAPL230203P00130000,AAPL,2023-02-03,130.0,put,2022-12-27,6.0,5.5,6.75,374,6.32,154,6.95,5.93,0.83576,-0.2239,0.00724,-0.15797,0.14791,0.10410958904109589 -610,AAPL230203C00131000,AAPL,2023-02-03,131.0,call,2022-12-27,6.35,6.1,6.5,114,6.57,51,6.57,5.95,4e-05,1.0,0.0,-0.01511,0.0,0.10410958904109589 -611,AAPL230203P00131000,AAPL,2023-02-03,131.0,put,2022-12-27,6.67,6.4,7.0,443,6.42,22,7.3,6.42,0.85285,-0.2353,0.00729,-0.16571,0.15208,0.10410958904109589 -612,AAPL230203C00132000,AAPL,2023-02-03,132.0,call,2022-12-27,6.07,5.5,6.0,178,5.7,82,6.07,5.5,4e-05,1.0,0.0,-0.01523,0.0,0.10410958904109589 -613,AAPL230203P00132000,AAPL,2023-02-03,132.0,put,2022-12-27,7.05,6.85,7.35,8,7.22,38,7.3,7.05,0.85728,-0.24456,0.00741,-0.17003,0.15532,0.10410958904109589 -614,AAPL230203C00133000,AAPL,2023-02-03,133.0,call,2022-12-27,5.42,5.1,5.5,31,5.4,90,5.5,4.9,4e-05,1.0,0.0,-0.01535,0.0,0.10410958904109589 -615,AAPL230203P00133000,AAPL,2023-02-03,133.0,put,2022-12-27,7.62,7.4,7.85,10,7.71,111,8.18,7.62,0.8688,-0.25485,0.00747,-0.17607,0.15875,0.10410958904109589 -616,AAPL230203C00134000,AAPL,2023-02-03,134.0,call,2022-12-27,4.94,4.45,5.0,35,5.17,34,5.17,4.5,4e-05,1.0,0.0,-0.01546,0.0,0.10410958904109589 -617,AAPL230203P00134000,AAPL,2023-02-03,134.0,put,2022-12-27,8.17,7.9,8.55,3,8.25,5,8.25,8.17,0.8839,-0.26546,0.0075,-0.18289,0.16213,0.10410958904109589 -618,AAPL230203C00135000,AAPL,2023-02-03,135.0,call,2022-12-27,4.4,4.25,4.6,269,4.05,96,4.6,4.05,4e-05,1.0,0.0,-0.01558,0.0,0.10410958904109589 -619,AAPL230203P00135000,AAPL,2023-02-03,135.0,put,2022-12-27,8.83,8.0,9.0,32,8.03,6,9.45,8.03,0.87818,-0.27339,0.00766,-0.18429,0.16454,0.10410958904109589 -620,AAPL230203C00136000,AAPL,2023-02-03,136.0,call,2022-12-27,4.05,3.8,4.15,23,4.8,89,4.8,3.8,4e-05,1.0,0.0,-0.01569,0.0,0.10410958904109589 -621,AAPL230203P00136000,AAPL,2023-02-03,136.0,put,2022-12-27,9.25,9.15,9.6,4,9.55,1,9.6,9.25,0.90786,-0.28532,0.00757,-0.19452,0.16799,0.10410958904109589 -622,AAPL230203C00137000,AAPL,2023-02-03,137.0,call,2022-12-27,3.57,3.4,3.8,13,4.0,13,4.0,3.55,4e-05,1.0,0.0,-0.01581,0.0,0.10410958904109589 -623,AAPL230203P00137000,AAPL,2023-02-03,137.0,put,2022-12-27,10.15,9.7,10.25,15,10.15,1,10.15,10.15,0.91991,-0.29499,0.00758,-0.20014,0.17063,0.10410958904109589 -624,AAPL230203C00138000,AAPL,2023-02-03,138.0,call,2022-12-27,3.3,3.1,3.45,19,3.95,646,3.95,3.15,4e-05,1.0,0.0,-0.01592,0.0,0.10410958904109589 -625,AAPL230203P00138000,AAPL,2023-02-03,138.0,put,2022-12-27,9.88,10.2,11.0,1,9.88,1,9.88,9.88,0.9325,-0.30452,0.00759,-0.20576,0.17311,0.10410958904109589 -626,AAPL230203C00139000,AAPL,2023-02-03,139.0,call,2022-12-27,3.0,2.74,3.1,22,2.92,0,3.0,2.74,4e-05,1.0,0.0,-0.01604,0.0,0.10410958904109589 -627,AAPL230203P00139000,AAPL,2023-02-03,139.0,put,2022-12-27,11.15,11.05,11.75,20,11.15,0,11.15,11.15,0.95417,-0.31444,0.00752,-0.21349,0.17555,0.10410958904109589 -628,AAPL230203C00140000,AAPL,2023-02-03,140.0,call,2022-12-27,2.63,2.4,2.78,153,2.96,1193,2.96,2.2,4e-05,1.0,0.0,-0.01615,0.0,0.10410958904109589 -629,AAPL230203P00140000,AAPL,2023-02-03,140.0,put,2022-12-27,11.25,11.45,12.8,9,11.25,21,11.25,11.25,0.97065,-0.32366,0.00749,-0.21979,0.17769,0.10410958904109589 -630,AAPL230203C00141000,AAPL,2023-02-03,141.0,call,2022-12-27,2.37,2.21,2.47,21,2.66,11,2.66,2.29,4e-05,1.0,0.0,-0.01627,0.0,0.10410958904109589 -631,AAPL230203P00141000,AAPL,2023-02-03,141.0,put,2022-12-27,13.21,12.25,13.3,45,13.21,0,13.21,13.21,0.98209,-0.33238,0.00748,-0.22472,0.17961,0.10410958904109589 -632,AAPL230203C00142000,AAPL,2023-02-03,142.0,call,2022-12-27,2.1,2.0,2.2,290,1.81,41,2.2,1.81,4e-05,1.0,0.0,-0.01638,0.0,0.10410958904109589 -633,AAPL230203P00142000,AAPL,2023-02-03,142.0,put,2022-12-27,13.2,12.75,13.75,7,13.69,6,13.69,13.2,0.98309,-0.34055,0.00754,-0.22696,0.18132,0.10410958904109589 -634,AAPL230203C00143000,AAPL,2023-02-03,143.0,call,2022-12-27,1.87,1.69,1.98,65,1.61,22,1.94,1.61,4e-05,1.0,0.0,-0.0165,0.0,0.10410958904109589 -635,AAPL230203P00143000,AAPL,2023-02-03,143.0,put,2022-12-27,14.4,14.0,14.75,10,13.84,19,14.4,13.84,1.01917,-0.34956,0.00735,-0.23766,0.18309,0.10410958904109589 -636,AAPL230203C00144000,AAPL,2023-02-03,144.0,call,2022-12-27,1.67,1.62,1.76,374,1.64,261,1.76,1.5,4e-05,1.0,0.0,-0.01661,0.0,0.10410958904109589 -637,AAPL230203P00144000,AAPL,2023-02-03,144.0,put,2022-12-27,14.97,14.75,15.4,15,14.97,0,14.97,14.97,1.03115,-0.35759,0.00732,-0.24235,0.18459,0.10410958904109589 -638,AAPL230203C00145000,AAPL,2023-02-03,145.0,call,2022-12-27,1.51,1.3,1.54,303,1.47,180,1.6,1.38,4e-05,1.0,0.0,-0.01673,0.0,0.10410958904109589 -639,AAPL230203P00145000,AAPL,2023-02-03,145.0,put,2022-12-27,16.05,15.6,16.2,4,16.05,4,16.05,16.0,1.04923,-0.36544,0.00725,-0.2484,0.18596,0.10410958904109589 -640,AAPL230203C00146000,AAPL,2023-02-03,146.0,call,2022-12-27,1.3,1.14,1.38,12,1.26,70,1.31,1.26,4e-05,1.0,0.0,-0.01685,0.0,0.10410958904109589 -641,AAPL230203P00146000,AAPL,2023-02-03,146.0,put,2022-12-27,16.11,15.95,17.55,1,16.11,1,16.11,16.11,1.068,-0.37298,0.00717,-0.25451,0.18721,0.10410958904109589 -642,AAPL230203C00147000,AAPL,2023-02-03,147.0,call,2022-12-27,1.1,0.96,1.21,63,1.11,9,1.16,1.03,4e-05,1.0,0.0,-0.01696,0.0,0.10410958904109589 -643,AAPL230203P00147000,AAPL,2023-02-03,147.0,put,2022-12-27,0.0,16.9,18.2,0,0.0,0,0.0,0.0,1.08341,-0.38027,0.00711,-0.2597,0.18834,0.10410958904109589 -644,AAPL230203C00148000,AAPL,2023-02-03,148.0,call,2022-12-27,1.0,0.87,1.06,34,1.14,20,1.17,0.94,4e-05,1.0,0.0,-0.01708,0.0,0.10410958904109589 -645,AAPL230203P00148000,AAPL,2023-02-03,148.0,put,2022-12-27,16.3,17.95,19.35,1,16.3,3,16.3,16.3,1.11408,-0.38694,0.00695,-0.26849,0.18932,0.10410958904109589 -646,AAPL230203C00149000,AAPL,2023-02-03,149.0,call,2022-12-27,0.91,0.71,0.95,108,1.0,34,1.0,0.81,4e-05,1.0,0.0,-0.01719,0.0,0.10410958904109589 -647,AAPL230203P00149000,AAPL,2023-02-03,149.0,put,2022-12-27,19.64,18.8,20.1,45,19.64,0,19.64,19.64,1.12827,-0.39368,0.00689,-0.27319,0.19025,0.10410958904109589 -648,AAPL230203C00150000,AAPL,2023-02-03,150.0,call,2022-12-27,0.77,0.7,0.83,134,1.01,674,1.01,0.72,4e-05,1.0,0.0,-0.01731,0.0,0.10410958904109589 -649,AAPL230203P00150000,AAPL,2023-02-03,150.0,put,2022-12-27,21.05,19.75,21.15,26,20.3,5,21.05,20.3,1.15238,-0.39983,0.00678,-0.28021,0.19104,0.10410958904109589 -650,AAPL230203C00152500,AAPL,2023-02-03,152.5,call,2022-12-27,0.6,0.46,0.6,820,0.59,72,0.61,0.51,4e-05,1.0,0.0,-0.0176,0.0,0.10410958904109589 -651,AAPL230203P00152500,AAPL,2023-02-03,152.5,put,2022-12-27,22.41,22.0,23.35,4,23.26,0,23.26,22.41,1.1961,-0.41467,0.00659,-0.29339,0.19276,0.10410958904109589 -652,AAPL230203C00155000,AAPL,2023-02-03,155.0,call,2022-12-27,0.44,0.31,0.45,112,0.7,9,0.7,0.31,0.04223,0.29211,0.16447,-0.01458,0.16986,0.10410958904109589 -653,AAPL230203P00155000,AAPL,2023-02-03,155.0,put,2022-12-27,0.0,24.2,25.75,0,0.0,0,0.0,0.0,1.24073,-0.42806,0.0064,-0.30635,0.19408,0.10410958904109589 -654,AAPL230203C00157500,AAPL,2023-02-03,157.5,call,2022-12-27,0.21,0.21,0.34,12,0.29,131,0.32,0.21,0.07053,0.15307,0.06775,-0.01353,0.11687,0.10410958904109589 -655,AAPL230203P00157500,AAPL,2023-02-03,157.5,put,2022-12-27,0.0,26.7,28.1,0,0.0,0,0.0,0.0,1.28918,-0.43984,0.00619,-0.31987,0.19505,0.10410958904109589 -656,AAPL230203C00160000,AAPL,2023-02-03,160.0,call,2022-12-27,0.22,0.11,0.3,21,0.18,1,0.22,0.18,0.09251,0.09652,0.03738,-0.01198,0.08457,0.10410958904109589 -657,AAPL230203P00160000,AAPL,2023-02-03,160.0,put,2022-12-27,0.0,29.35,30.85,0,0.0,0,0.0,0.0,1.34937,-0.4493,0.00593,-0.336,0.1957,0.10410958904109589 -658,AAPL230203C00162500,AAPL,2023-02-03,162.5,call,2022-12-27,0.25,0.05,0.31,1,0.25,0,0.25,0.25,0.11494,0.07226,0.0242,-0.01155,0.06804,0.10410958904109589 -659,AAPL230203P00162500,AAPL,2023-02-03,162.5,put,2022-12-27,0.0,31.95,32.85,0,0.0,0,0.0,0.0,1.38691,-0.45966,0.00579,-0.34628,0.19628,0.10410958904109589 -660,AAPL230203C00165000,AAPL,2023-02-03,165.0,call,2022-12-27,0.12,0.04,0.14,25,0.21,6,0.21,0.1,0.12112,0.03808,0.01382,-0.00719,0.04094,0.10410958904109589 -661,AAPL230203P00165000,AAPL,2023-02-03,165.0,put,2022-12-27,0.0,34.5,35.35,0,0.0,0,0.0,0.0,1.43414,-0.46814,0.00561,-0.35875,0.19666,0.10410958904109589 -662,AAPL230203C00170000,AAPL,2023-02-03,170.0,call,2022-12-27,0.0,0.01,0.2,0,0.0,0,0.0,0.0,0.16621,0.03315,0.00899,-0.00857,0.03654,0.10410958904109589 -663,AAPL230203P00170000,AAPL,2023-02-03,170.0,put,2022-12-27,0.0,39.4,40.8,0,0.0,0,0.0,0.0,1.52973,-0.48231,0.00527,-0.38351,0.1971,0.10410958904109589 -664,AAPL230203C00175000,AAPL,2023-02-03,175.0,call,2022-12-27,0.0,0.0,0.1,0,0.0,0,0.0,0.0,0.1833,0.01577,0.00436,-0.00499,0.01956,0.10410958904109589 -665,AAPL230203P00175000,AAPL,2023-02-03,175.0,put,2022-12-27,0.0,44.45,45.3,0,0.0,0,0.0,0.0,1.59931,-0.49673,0.00504,-0.40114,0.19729,0.10410958904109589 -666,AAPL230203C00180000,AAPL,2023-02-03,180.0,call,2022-12-27,0.09,0.0,0.1,1,0.09,0,0.09,0.09,0.21702,0.01361,0.00325,-0.00516,0.01723,0.10410958904109589 -667,AAPL230203P00180000,AAPL,2023-02-03,180.0,put,2022-12-27,0.0,49.5,50.8,0,0.0,0,0.0,0.0,1.68919,-0.50626,0.00478,-0.42366,0.19727,0.10410958904109589 -668,AAPL230203C00185000,AAPL,2023-02-03,185.0,call,2022-12-27,0.0,0.0,0.11,0,0.0,0,0.0,0.0,0.25219,0.01299,0.00268,-0.00571,0.01655,0.10410958904109589 -669,AAPL230203P00185000,AAPL,2023-02-03,185.0,put,2022-12-27,0.0,54.2,55.45,0,0.0,0,0.0,0.0,1.74435,-0.51849,0.00462,-0.43678,0.19708,0.10410958904109589 -670,AAPL230203C00190000,AAPL,2023-02-03,190.0,call,2022-12-27,0.0,0.0,0.09,0,0.0,0,0.0,0.0,0.27607,0.01001,0.00195,-0.00497,0.0132,0.10410958904109589 -671,AAPL230203P00190000,AAPL,2023-02-03,190.0,put,2022-12-27,0.0,59.3,60.45,0,0.0,0,0.0,0.0,1.81477,-0.52704,0.00443,-0.45373,0.19684,0.10410958904109589 -672,AAPL230203C00195000,AAPL,2023-02-03,195.0,call,2022-12-27,0.0,0.0,0.07,0,0.0,0,0.0,0.0,0.29621,0.00748,0.00141,-0.00411,0.01022,0.10410958904109589 -673,AAPL230203P00195000,AAPL,2023-02-03,195.0,put,2022-12-27,0.0,64.25,65.85,0,0.0,0,0.0,0.0,1.88808,-0.53372,0.00426,-0.47138,0.19659,0.10410958904109589 -674,AAPL230203C00200000,AAPL,2023-02-03,200.0,call,2022-12-27,0.0,0.0,0.05,0,0.0,0,0.0,0.0,0.31178,0.00526,0.00098,-0.00316,0.00748,0.10410958904109589 -675,AAPL230203P00200000,AAPL,2023-02-03,200.0,put,2022-12-27,0.0,69.35,70.8,0,0.0,0,0.0,0.0,1.95087,-0.5407,0.00411,-0.48608,0.19627,0.10410958904109589 -676,AAPL230203C00205000,AAPL,2023-02-03,205.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.32978,0.00408,0.00074,-0.00266,0.00597,0.10410958904109589 -677,AAPL230203P00205000,AAPL,2023-02-03,205.0,put,2022-12-27,0.0,74.25,75.45,0,0.0,0,0.0,0.0,1.9981,-0.54895,0.00401,-0.49637,0.19581,0.10410958904109589 -678,AAPL230203C00210000,AAPL,2023-02-03,210.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.35412,0.00383,0.00065,-0.00269,0.00563,0.10410958904109589 -679,AAPL230203P00210000,AAPL,2023-02-03,210.0,put,2022-12-27,0.0,79.3,80.75,0,0.0,0,0.0,0.0,2.06326,-0.55355,0.00387,-0.51168,0.19551,0.10410958904109589 -680,AAPL230203C00215000,AAPL,2023-02-03,215.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.37769,0.00362,0.00058,-0.00272,0.00535,0.10410958904109589 -681,AAPL230203P00215000,AAPL,2023-02-03,215.0,put,2022-12-27,0.0,84.3,85.4,0,0.0,0,0.0,0.0,2.10827,-0.5604,0.00378,-0.52123,0.19503,0.10410958904109589 -682,AAPL230203C00220000,AAPL,2023-02-03,220.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.40051,0.00343,0.00052,-0.00275,0.0051,0.10410958904109589 -683,AAPL230203P00220000,AAPL,2023-02-03,220.0,put,2022-12-27,0.0,89.55,90.7,0,0.0,0,0.0,0.0,2.17426,-0.56323,0.00366,-0.53688,0.19481,0.10410958904109589 -684,AAPL230203C00225000,AAPL,2023-02-03,225.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.42271,0.00327,0.00047,-0.00277,0.00489,0.10410958904109589 -685,AAPL230203P00225000,AAPL,2023-02-03,225.0,put,2022-12-27,0.0,94.5,95.35,0,0.0,0,0.0,0.0,2.21394,-0.5695,0.00359,-0.54488,0.19429,0.10410958904109589 -686,AAPL230203C00230000,AAPL,2023-02-03,230.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.4443,0.00313,0.00043,-0.0028,0.0047,0.10410958904109589 -687,AAPL230203P00230000,AAPL,2023-02-03,230.0,put,2022-12-27,0.0,99.5,100.8,0,0.0,0,0.0,0.0,2.27375,-0.57197,0.00349,-0.55887,0.19407,0.10410958904109589 -688,AAPL230203C00235000,AAPL,2023-02-03,235.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.46528,0.003,0.0004,-0.00282,0.00453,0.10410958904109589 -689,AAPL230203P00235000,AAPL,2023-02-03,235.0,put,2022-12-27,0.0,104.35,105.8,0,0.0,0,0.0,0.0,2.31647,-0.57659,0.00342,-0.56782,0.19365,0.10410958904109589 -690,AAPL230203C00240000,AAPL,2023-02-03,240.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.48565,0.00289,0.00037,-0.00284,0.00438,0.10410958904109589 -691,AAPL230203P00240000,AAPL,2023-02-03,240.0,put,2022-12-27,0.0,109.4,110.75,0,0.0,0,0.0,0.0,2.36141,-0.58034,0.00335,-0.57748,0.19328,0.10410958904109589 -692,AAPL230203C00245000,AAPL,2023-02-03,245.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.50556,0.00279,0.00034,-0.00287,0.00424,0.10410958904109589 -693,AAPL230203P00245000,AAPL,2023-02-03,245.0,put,2022-12-27,0.0,114.4,115.8,0,0.0,0,0.0,0.0,2.40627,-0.58363,0.00328,-0.58718,0.19294,0.10410958904109589 -694,AAPL230203C00250000,AAPL,2023-02-03,250.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.52494,0.0027,0.00032,-0.00289,0.00411,0.10410958904109589 -695,AAPL230203P00250000,AAPL,2023-02-03,250.0,put,2022-12-27,0.0,119.35,120.4,0,0.0,0,0.0,0.0,2.43687,-0.58879,0.00323,-0.59253,0.19239,0.10410958904109589 -696,AAPL230217C00045000,AAPL,2023-02-17,45.0,call,2022-12-27,89.4,85.05,85.55,4,89.25,49,89.4,89.25,4e-05,1.0,0.0,-0.00518,0.0,0.14246575342465753 -697,AAPL230217P00045000,AAPL,2023-02-17,45.0,put,2022-12-27,0.01,0.0,0.01,807,0.01,395,0.01,0.01,1.00719,-0.00031,2e-05,-0.00062,0.00065,0.14246575342465753 -698,AAPL230217C00050000,AAPL,2023-02-17,50.0,call,2022-12-27,82.75,80.1,80.6,1,82.75,4902,82.75,82.75,4e-05,1.0,0.0,-0.00576,0.0,0.14246575342465753 -699,AAPL230217P00050000,AAPL,2023-02-17,50.0,put,2022-12-27,0.02,0.01,0.02,135,0.03,4112,0.03,0.02,1.01101,-0.00085,5e-05,-0.00161,0.00167,0.14246575342465753 -700,AAPL230217C00055000,AAPL,2023-02-17,55.0,call,2022-12-27,76.1,75.15,75.6,2,76.1,2954,76.1,76.1,4e-05,1.0,0.0,-0.00634,0.0,0.14246575342465753 -701,AAPL230217P00055000,AAPL,2023-02-17,55.0,put,2022-12-27,0.02,0.01,0.04,30,0.02,1768,0.02,0.02,0.97355,-0.00141,8e-05,-0.00247,0.00267,0.14246575342465753 -702,AAPL230217C00060000,AAPL,2023-02-17,60.0,call,2022-12-27,71.8,70.2,70.55,17,71.8,2519,71.8,71.8,4e-05,1.0,0.0,-0.00691,0.0,0.14246575342465753 -703,AAPL230217P00060000,AAPL,2023-02-17,60.0,put,2022-12-27,0.04,0.02,0.05,2,0.05,1092,0.05,0.04,0.92541,-0.00203,0.00012,-0.00326,0.00371,0.14246575342465753 -704,AAPL230217C00065000,AAPL,2023-02-17,65.0,call,2022-12-27,67.1,65.2,65.65,7,67.35,1409,67.35,67.1,4e-05,1.0,0.0,-0.00749,0.0,0.14246575342465753 -705,AAPL230217P00065000,AAPL,2023-02-17,65.0,put,2022-12-27,0.06,0.04,0.07,32,0.06,551,0.06,0.05,0.89291,-0.00318,0.00019,-0.00473,0.00558,0.14246575342465753 -706,AAPL230217C00070000,AAPL,2023-02-17,70.0,call,2022-12-27,61.9,60.3,60.7,13,61.9,353,61.9,61.9,4e-05,1.0,0.0,-0.00806,0.0,0.14246575342465753 -707,AAPL230217P00070000,AAPL,2023-02-17,70.0,put,2022-12-27,0.09,0.06,0.09,54,0.08,1150,0.09,0.08,0.85049,-0.00443,0.00026,-0.00605,0.00751,0.14246575342465753 -708,AAPL230217C00075000,AAPL,2023-02-17,75.0,call,2022-12-27,55.85,55.35,55.7,2,55.85,725,55.85,55.85,4e-05,1.0,0.0,-0.00864,0.0,0.14246575342465753 -709,AAPL230217P00075000,AAPL,2023-02-17,75.0,put,2022-12-27,0.11,0.1,0.13,233,0.13,3959,0.13,0.11,0.82348,-0.00674,0.0004,-0.0085,0.0109,0.14246575342465753 -710,AAPL230217C00080000,AAPL,2023-02-17,80.0,call,2022-12-27,50.7,50.4,50.8,16,49.65,294,50.7,49.65,4e-05,1.0,0.0,-0.00922,0.0,0.14246575342465753 -711,AAPL230217P00080000,AAPL,2023-02-17,80.0,put,2022-12-27,0.17,0.15,0.18,197,0.19,7408,0.19,0.16,0.79296,-0.00967,0.00056,-0.01123,0.01498,0.14246575342465753 -712,AAPL230217C00085000,AAPL,2023-02-17,85.0,call,2022-12-27,45.95,45.5,45.95,11,45.95,869,45.95,45.95,4e-05,1.0,0.0,-0.00979,0.0,0.14246575342465753 -713,AAPL230217P00085000,AAPL,2023-02-17,85.0,put,2022-12-27,0.23,0.23,0.25,204,0.24,2100,0.27,0.23,0.7671,-0.01396,0.0008,-0.01492,0.0206,0.14246575342465753 -714,AAPL230217C00090000,AAPL,2023-02-17,90.0,call,2022-12-27,40.85,40.65,41.1,254,40.8,1368,41.1,40.7,4e-05,1.0,0.0,-0.01037,0.0,0.14246575342465753 -715,AAPL230217P00090000,AAPL,2023-02-17,90.0,put,2022-12-27,0.36,0.34,0.36,958,0.33,4422,0.39,0.33,0.74474,-0.02007,0.00113,-0.01972,0.02809,0.14246575342465753 -716,AAPL230217C00095000,AAPL,2023-02-17,95.0,call,2022-12-27,36.0,35.85,36.2,49,35.1,4090,36.3,35.1,4e-05,1.0,0.0,-0.01094,0.0,0.14246575342465753 -717,AAPL230217P00095000,AAPL,2023-02-17,95.0,put,2022-12-27,0.51,0.48,0.53,6896,0.49,3481,0.59,0.49,0.72437,-0.02842,0.00155,-0.02565,0.03763,0.14246575342465753 -718,AAPL230217C00100000,AAPL,2023-02-17,100.0,call,2022-12-27,31.27,31.15,31.45,13,31.05,1976,31.27,31.05,4e-05,1.0,0.0,-0.01152,0.0,0.14246575342465753 -719,AAPL230217P00100000,AAPL,2023-02-17,100.0,put,2022-12-27,0.77,0.72,0.78,6313,0.75,12141,0.88,0.73,0.71171,-0.04069,0.00212,-0.03379,0.05055,0.14246575342465753 -720,AAPL230217C00105000,AAPL,2023-02-17,105.0,call,2022-12-27,26.56,26.6,26.95,23,26.6,595,26.9,25.75,4e-05,1.0,0.0,-0.0121,0.0,0.14246575342465753 -721,AAPL230217P00105000,AAPL,2023-02-17,105.0,put,2022-12-27,1.17,1.13,1.15,1506,1.05,8366,1.33,1.05,0.70782,-0.05842,0.00285,-0.04476,0.06749,0.14246575342465753 -722,AAPL230217C00110000,AAPL,2023-02-17,110.0,call,2022-12-27,22.45,22.2,22.55,171,21.7,929,22.47,21.38,4e-05,1.0,0.0,-0.01267,0.0,0.14246575342465753 -723,AAPL230217P00110000,AAPL,2023-02-17,110.0,put,2022-12-27,1.72,1.7,1.73,3677,1.56,32794,1.94,1.56,0.7095,-0.08205,0.00369,-0.05815,0.08767,0.14246575342465753 -724,AAPL230217C00115000,AAPL,2023-02-17,115.0,call,2022-12-27,18.15,18.0,18.35,155,18.82,883,18.82,17.33,4e-05,1.0,0.0,-0.01325,0.0,0.14246575342465753 -725,AAPL230217P00115000,AAPL,2023-02-17,115.0,put,2022-12-27,2.54,2.46,2.56,1897,2.35,15936,2.84,2.35,0.7143,-0.11143,0.00459,-0.07314,0.10979,0.14246575342465753 -726,AAPL230217C00120000,AAPL,2023-02-17,120.0,call,2022-12-27,14.4,14.2,14.55,877,14.6,1946,14.6,13.65,4e-05,1.0,0.0,-0.01382,0.0,0.14246575342465753 -727,AAPL230217P00120000,AAPL,2023-02-17,120.0,put,2022-12-27,3.65,3.6,3.7,3450,3.4,21479,4.1,3.4,0.72811,-0.14775,0.00548,-0.09044,0.13353,0.14246575342465753 -728,AAPL230217C00125000,AAPL,2023-02-17,125.0,call,2022-12-27,11.07,10.8,10.95,748,10.9,1796,11.15,10.2,4e-05,1.0,0.0,-0.0144,0.0,0.14246575342465753 -729,AAPL230217P00125000,AAPL,2023-02-17,125.0,put,2022-12-27,5.2,5.15,5.25,2973,4.85,25452,5.75,4.85,0.75008,-0.18957,0.00624,-0.1091,0.15677,0.14246575342465753 -730,AAPL230217C00130000,AAPL,2023-02-17,130.0,call,2022-12-27,7.88,7.85,7.95,17905,8.82,7555,8.82,7.3,4e-05,1.0,0.0,-0.01498,0.0,0.14246575342465753 -731,AAPL230217P00130000,AAPL,2023-02-17,130.0,put,2022-12-27,7.2,7.15,7.25,2246,6.63,39542,7.85,6.63,0.77915,-0.23451,0.00681,-0.12804,0.17757,0.14246575342465753 -732,AAPL230217C00135000,AAPL,2023-02-17,135.0,call,2022-12-27,5.4,5.35,5.45,2491,5.95,27451,5.95,4.96,4e-05,1.0,0.0,-0.01555,0.0,0.14246575342465753 -733,AAPL230217P00135000,AAPL,2023-02-17,135.0,put,2022-12-27,9.55,9.6,9.75,673,9.1,24081,10.45,9.1,0.81516,-0.28004,0.00714,-0.14656,0.19476,0.14246575342465753 -734,AAPL230217C00140000,AAPL,2023-02-17,140.0,call,2022-12-27,3.5,3.4,3.5,2720,4.04,27936,4.05,3.18,4e-05,1.0,0.0,-0.01613,0.0,0.14246575342465753 -735,AAPL230217P00140000,AAPL,2023-02-17,140.0,put,2022-12-27,12.78,12.7,12.85,552,12.6,26021,13.69,12.28,0.86529,-0.3242,0.00718,-0.16583,0.20801,0.14246575342465753 -736,AAPL230217C00145000,AAPL,2023-02-17,145.0,call,2022-12-27,2.1,2.07,2.13,1193,2.35,19843,2.35,1.94,4e-05,1.0,0.0,-0.0167,0.0,0.14246575342465753 -737,AAPL230217P00145000,AAPL,2023-02-17,145.0,put,2022-12-27,16.31,16.3,16.5,190,16.85,20638,17.35,16.0,0.92464,-0.36398,0.00702,-0.18479,0.21724,0.14246575342465753 -738,AAPL230217C00150000,AAPL,2023-02-17,150.0,call,2022-12-27,1.22,1.22,1.25,3170,1.51,32085,1.51,1.13,4e-05,1.0,0.0,-0.01728,0.0,0.14246575342465753 -739,AAPL230217P00150000,AAPL,2023-02-17,150.0,put,2022-12-27,20.6,20.3,20.8,1682,20.15,22774,21.62,19.95,0.99483,-0.39798,0.0067,-0.20407,0.2232,0.14246575342465753 -740,AAPL230217C00155000,AAPL,2023-02-17,155.0,call,2022-12-27,0.7,0.68,0.71,932,0.88,30741,0.88,0.67,0.0478,0.36905,0.13643,-0.0165,0.21825,0.14246575342465753 -741,AAPL230217P00155000,AAPL,2023-02-17,155.0,put,2022-12-27,24.97,25.0,25.35,40,26.15,17145,26.34,24.95,1.07517,-0.42558,0.0063,-0.22397,0.22677,0.14246575342465753 -742,AAPL230217C00160000,AAPL,2023-02-17,160.0,call,2022-12-27,0.4,0.4,0.41,1186,0.53,14150,0.53,0.39,0.09411,0.14676,0.0422,-0.01459,0.13293,0.14246575342465753 -743,AAPL230217P00160000,AAPL,2023-02-17,160.0,put,2022-12-27,29.45,29.75,30.15,37,31.0,5137,31.1,29.45,1.15314,-0.44811,0.00593,-0.24231,0.22884,0.14246575342465753 -744,AAPL230217C00165000,AAPL,2023-02-17,165.0,call,2022-12-27,0.25,0.24,0.25,934,0.3,18430,0.31,0.23,0.12539,0.07661,0.01983,-0.01137,0.08323,0.14246575342465753 -745,AAPL230217P00165000,AAPL,2023-02-17,165.0,put,2022-12-27,35.5,34.8,35.1,41,35.0,511,35.55,35.0,1.23371,-0.46603,0.00557,-0.26047,0.22996,0.14246575342465753 -746,AAPL230217C00170000,AAPL,2023-02-17,170.0,call,2022-12-27,0.16,0.15,0.16,272,0.2,13400,0.2,0.15,0.15079,0.04425,0.01072,-0.00861,0.0541,0.14246575342465753 -747,AAPL230217P00170000,AAPL,2023-02-17,170.0,put,2022-12-27,40.4,39.7,40.25,31,38.55,2388,40.4,38.55,1.30947,-0.48098,0.00526,-0.27709,0.23053,0.14246575342465753 -748,AAPL230217C00175000,AAPL,2023-02-17,175.0,call,2022-12-27,0.1,0.1,0.11,314,0.13,13870,0.13,0.1,0.17368,0.02788,0.00637,-0.00667,0.03703,0.14246575342465753 -749,AAPL230217P00175000,AAPL,2023-02-17,175.0,put,2022-12-27,43.75,44.7,45.25,150,43.75,100,43.75,43.75,1.37913,-0.49392,0.005,-0.29204,0.23077,0.14246575342465753 -750,AAPL230217C00180000,AAPL,2023-02-17,180.0,call,2022-12-27,0.08,0.07,0.08,390,0.09,11100,0.09,0.07,0.19482,0.01872,0.00406,-0.00528,0.02647,0.14246575342465753 -751,AAPL230217P00180000,AAPL,2023-02-17,180.0,put,2022-12-27,48.65,49.7,50.2,11,48.2,83,48.65,48.2,1.44337,-0.50537,0.00478,-0.30552,0.23077,0.14246575342465753 -752,AAPL230217C00185000,AAPL,2023-02-17,185.0,call,2022-12-27,0.06,0.05,0.06,708,0.05,8645,0.06,0.05,0.2142,0.01305,0.00271,-0.00423,0.01943,0.14246575342465753 -753,AAPL230217P00185000,AAPL,2023-02-17,185.0,put,2022-12-27,54.0,54.75,55.2,5,54.0,6,54.0,54.0,1.50616,-0.51511,0.00458,-0.31849,0.23063,0.14246575342465753 -754,AAPL230217C00190000,AAPL,2023-02-17,190.0,call,2022-12-27,0.05,0.03,0.05,825,0.04,7093,0.05,0.03,0.23129,0.00915,0.00184,-0.00333,0.01426,0.14246575342465753 -755,AAPL230217P00190000,AAPL,2023-02-17,190.0,put,2022-12-27,58.12,59.75,60.2,1,58.12,2,58.12,58.12,1.5646,-0.52391,0.0044,-0.33034,0.23038,0.14246575342465753 -756,AAPL230217C00195000,AAPL,2023-02-17,195.0,call,2022-12-27,0.04,0.03,0.04,49,0.03,4514,0.04,0.03,0.25196,0.00752,0.00142,-0.00304,0.012,0.14246575342465753 -757,AAPL230217P00195000,AAPL,2023-02-17,195.0,put,2022-12-27,63.82,64.75,65.2,2,63.82,0,63.82,63.82,1.62022,-0.53179,0.00424,-0.34144,0.23006,0.14246575342465753 -758,AAPL230217C00200000,AAPL,2023-02-17,200.0,call,2022-12-27,0.03,0.02,0.04,8,0.03,9580,0.03,0.03,0.27065,0.00613,0.00111,-0.00271,0.01002,0.14246575342465753 -759,AAPL230217P00200000,AAPL,2023-02-17,200.0,put,2022-12-27,69.67,69.75,70.2,1,69.67,4,69.67,69.67,1.67316,-0.5389,0.0041,-0.35186,0.2297,0.14246575342465753 -760,AAPL230217C00205000,AAPL,2023-02-17,205.0,call,2022-12-27,0.02,0.01,0.02,13,0.02,5001,0.02,0.02,0.27279,0.00322,0.00062,-0.00154,0.00565,0.14246575342465753 -761,AAPL230217P00205000,AAPL,2023-02-17,205.0,put,2022-12-27,69.7,74.75,75.2,4,70.1,0,70.1,69.6,1.72382,-0.54534,0.00397,-0.36171,0.2293,0.14246575342465753 -762,AAPL230217C00210000,AAPL,2023-02-17,210.0,call,2022-12-27,0.01,0.01,0.03,45,0.02,2183,0.02,0.01,0.30155,0.00384,0.00066,-0.00198,0.00661,0.14246575342465753 -763,AAPL230217P00210000,AAPL,2023-02-17,210.0,put,2022-12-27,57.19,79.75,80.2,270,57.18,0,57.19,57.18,1.77227,-0.55123,0.00386,-0.371,0.22889,0.14246575342465753 -764,AAPL230217C00215000,AAPL,2023-02-17,215.0,call,2022-12-27,0.01,0.0,0.03,1,0.01,2460,0.01,0.01,0.31284,0.00285,0.00048,-0.00157,0.00505,0.14246575342465753 -765,AAPL230217P00215000,AAPL,2023-02-17,215.0,put,2022-12-27,59.25,84.75,85.2,680,59.35,0,59.35,59.25,1.81889,-0.55661,0.00375,-0.37985,0.22847,0.14246575342465753 -766,AAPL230217C00220000,AAPL,2023-02-17,220.0,call,2022-12-27,0.01,0.0,0.02,101,0.01,1468,0.01,0.01,0.31994,0.00192,0.00033,-0.00112,0.00354,0.14246575342465753 -767,AAPL230217P00220000,AAPL,2023-02-17,220.0,put,2022-12-27,65.95,89.7,90.15,30,65.95,0,65.95,65.95,1.86146,-0.56197,0.00366,-0.3877,0.228,0.14246575342465753 -768,AAPL230217C00225000,AAPL,2023-02-17,225.0,call,2022-12-27,0.01,0.0,0.02,6,0.01,2000,0.01,0.01,0.33794,0.00183,0.0003,-0.00113,0.00338,0.14246575342465753 -769,AAPL230217P00225000,AAPL,2023-02-17,225.0,put,2022-12-27,68.2,94.7,95.2,1,68.2,0,68.2,68.2,1.90571,-0.56634,0.00357,-0.39599,0.22759,0.14246575342465753 -770,AAPL230217C00230000,AAPL,2023-02-17,230.0,call,2022-12-27,0.01,0.0,0.02,2,0.01,252,0.01,0.01,0.35549,0.00175,0.00027,-0.00114,0.00325,0.14246575342465753 -771,AAPL230217P00230000,AAPL,2023-02-17,230.0,put,2022-12-27,82.8,99.75,100.2,95,82.8,0,82.8,82.8,1.94836,-0.57039,0.00348,-0.40392,0.22719,0.14246575342465753 -772,AAPL230217C00235000,AAPL,2023-02-17,235.0,call,2022-12-27,0.01,0.0,0.02,10,0.01,289,0.01,0.01,0.37251,0.00168,0.00025,-0.00115,0.00312,0.14246575342465753 -773,AAPL230217P00235000,AAPL,2023-02-17,235.0,put,2022-12-27,0.0,104.7,105.2,0,0.0,0,0.0,0.0,1.9875,-0.57453,0.00341,-0.41098,0.22675,0.14246575342465753 -774,AAPL230217C00240000,AAPL,2023-02-17,240.0,call,2022-12-27,0.01,0.0,0.02,10,0.01,304,0.01,0.01,0.38914,0.00161,0.00023,-0.00116,0.00302,0.14246575342465753 -775,AAPL230217P00240000,AAPL,2023-02-17,240.0,put,2022-12-27,97.2,109.75,110.15,1,97.2,0,97.2,97.2,2.02633,-0.57822,0.00334,-0.418,0.22634,0.14246575342465753 -776,AAPL230217C00245000,AAPL,2023-02-17,245.0,call,2022-12-27,0.01,0.0,0.02,2,0.01,257,0.01,0.01,0.40531,0.00155,0.00022,-0.00116,0.00292,0.14246575342465753 -777,AAPL230217P00245000,AAPL,2023-02-17,245.0,put,2022-12-27,99.65,114.7,115.2,1,99.65,0,99.65,99.65,2.06402,-0.58164,0.00327,-0.42477,0.22594,0.14246575342465753 -778,AAPL230217C00250000,AAPL,2023-02-17,250.0,call,2022-12-27,0.01,0.0,0.01,2,0.01,426,0.01,0.01,0.39822,0.00083,0.00012,-0.00064,0.00163,0.14246575342465753 -779,AAPL230217P00250000,AAPL,2023-02-17,250.0,put,2022-12-27,76.9,119.75,120.2,1,76.9,0,76.9,76.9,2.10163,-0.58465,0.00321,-0.43157,0.22558,0.14246575342465753 -780,AAPL230217C00255000,AAPL,2023-02-17,255.0,call,2022-12-27,0.02,0.0,0.02,1,0.02,623,0.02,0.02,0.43644,0.00145,0.00019,-0.00118,0.00274,0.14246575342465753 -781,AAPL230217P00255000,AAPL,2023-02-17,255.0,put,2022-12-27,117.68,124.75,125.15,0,117.68,0,117.68,117.68,2.13589,-0.58789,0.00315,-0.43753,0.22517,0.14246575342465753 -782,AAPL230217C00260000,AAPL,2023-02-17,260.0,call,2022-12-27,0.02,0.0,0.02,1,0.02,314,0.02,0.02,0.45147,0.00141,0.00018,-0.00118,0.00267,0.14246575342465753 -783,AAPL230217P00260000,AAPL,2023-02-17,260.0,put,2022-12-27,0.0,129.7,130.2,0,0.0,0,0.0,0.0,2.1703,-0.59073,0.00309,-0.44357,0.2248,0.14246575342465753 -784,AAPL230217C00265000,AAPL,2023-02-17,265.0,call,2022-12-27,0.02,0.0,0.02,10,0.02,291,0.02,0.02,0.46619,0.00137,0.00017,-0.00119,0.0026,0.14246575342465753 -785,AAPL230217P00265000,AAPL,2023-02-17,265.0,put,2022-12-27,0.0,134.7,135.2,0,0.0,0,0.0,0.0,2.20379,-0.59339,0.00304,-0.44942,0.22444,0.14246575342465753 -786,AAPL230217C00270000,AAPL,2023-02-17,270.0,call,2022-12-27,0.01,0.0,0.02,1,0.01,145,0.01,0.01,0.48054,0.00134,0.00016,-0.0012,0.00254,0.14246575342465753 -787,AAPL230217P00270000,AAPL,2023-02-17,270.0,put,2022-12-27,0.0,139.75,140.2,0,0.0,0,0.0,0.0,2.23743,-0.59571,0.00299,-0.45537,0.22412,0.14246575342465753 -788,AAPL230217C00275000,AAPL,2023-02-17,275.0,call,2022-12-27,0.01,0.0,0.02,3,0.01,241,0.01,0.01,0.49458,0.0013,0.00015,-0.0012,0.00248,0.14246575342465753 -789,AAPL230217P00275000,AAPL,2023-02-17,275.0,put,2022-12-27,0.0,144.75,145.2,0,0.0,0,0.0,0.0,2.2691,-0.5981,0.00295,-0.46083,0.22378,0.14246575342465753 -790,AAPL230217C00280000,AAPL,2023-02-17,280.0,call,2022-12-27,0.01,0.0,0.02,1,0.01,24,0.01,0.01,0.50831,0.00127,0.00014,-0.00121,0.00242,0.14246575342465753 -791,AAPL230217P00280000,AAPL,2023-02-17,280.0,put,2022-12-27,132.8,149.75,150.2,7,132.8,0,132.8,132.8,2.3,-0.60036,0.0029,-0.46614,0.22345,0.14246575342465753 -792,AAPL230217C00285000,AAPL,2023-02-17,285.0,call,2022-12-27,0.01,0.0,0.02,1,0.01,520,0.01,0.01,0.52174,0.00124,0.00014,-0.00121,0.00237,0.14246575342465753 -793,AAPL230217P00285000,AAPL,2023-02-17,285.0,put,2022-12-27,0.0,154.75,155.2,0,0.0,0,0.0,0.0,2.33006,-0.60251,0.00286,-0.47126,0.22313,0.14246575342465753 -794,AAPL230217C00290000,AAPL,2023-02-17,290.0,call,2022-12-27,0.03,0.0,0.02,1,0.03,163,0.03,0.03,0.53493,0.00121,0.00013,-0.00122,0.00233,0.14246575342465753 -795,AAPL230217P00290000,AAPL,2023-02-17,290.0,put,2022-12-27,142.18,159.7,160.2,2,142.24,0,142.24,142.18,2.35828,-0.60476,0.00282,-0.47593,0.22279,0.14246575342465753 -796,AAPL230217C00295000,AAPL,2023-02-17,295.0,call,2022-12-27,0.01,0.0,0.02,10,0.01,762,0.01,0.01,0.54783,0.00119,0.00012,-0.00122,0.00228,0.14246575342465753 -797,AAPL230217P00295000,AAPL,2023-02-17,295.0,put,2022-12-27,0.0,164.7,165.2,0,0.0,0,0.0,0.0,2.38697,-0.60669,0.00279,-0.48077,0.22249,0.14246575342465753 -798,AAPL230217C00300000,AAPL,2023-02-17,300.0,call,2022-12-27,0.01,0.0,0.02,26,0.01,1303,0.01,0.01,0.56049,0.00116,0.00012,-0.00123,0.00224,0.14246575342465753 -799,AAPL230217P00300000,AAPL,2023-02-17,300.0,put,2022-12-27,158.0,169.75,170.2,2,157.0,0,158.0,157.0,2.41611,-0.60831,0.00275,-0.4858,0.22223,0.14246575342465753 -800,AAPL230317C00060000,AAPL,2023-03-17,60.0,call,2022-12-27,75.81,70.35,70.75,16,74.55,2503,76.8,74.5,4e-05,1.0,0.0,-0.00689,0.0,0.2191780821917808 -801,AAPL230317P00060000,AAPL,2023-03-17,60.0,put,2022-12-27,0.08,0.06,0.08,39,0.09,7130,0.09,0.07,0.80631,-0.00353,0.00018,-0.00376,0.00761,0.2191780821917808 -802,AAPL230317C00065000,AAPL,2023-03-17,65.0,call,2022-12-27,67.4,65.4,65.9,1,67.4,1114,67.4,67.4,4e-05,1.0,0.0,-0.00746,0.0,0.2191780821917808 -803,AAPL230317P00065000,AAPL,2023-03-17,65.0,put,2022-12-27,0.11,0.1,0.12,281,0.11,1697,0.12,0.11,0.78327,-0.00548,0.00028,-0.0054,0.01126,0.2191780821917808 -804,AAPL230317C00070000,AAPL,2023-03-17,70.0,call,2022-12-27,60.63,60.55,60.95,4,59.4,3486,60.63,59.4,4e-05,1.0,0.0,-0.00804,0.0,0.2191780821917808 -805,AAPL230317P00070000,AAPL,2023-03-17,70.0,put,2022-12-27,0.17,0.15,0.17,149,0.16,7039,0.17,0.15,0.75687,-0.00796,0.0004,-0.00725,0.01566,0.2191780821917808 -806,AAPL230317C00075000,AAPL,2023-03-17,75.0,call,2022-12-27,56.06,55.6,56.15,20,56.0,768,56.06,56.0,4e-05,1.0,0.0,-0.00861,0.0,0.2191780821917808 -807,AAPL230317P00075000,AAPL,2023-03-17,75.0,put,2022-12-27,0.23,0.21,0.24,99,0.24,5123,0.24,0.22,0.7304,-0.01119,0.00056,-0.00941,0.0211,0.2191780821917808 -808,AAPL230317C00080000,AAPL,2023-03-17,80.0,call,2022-12-27,51.0,50.8,51.2,5,50.25,1849,51.0,50.25,4e-05,1.0,0.0,-0.00919,0.0,0.2191780821917808 -809,AAPL230317P00080000,AAPL,2023-03-17,80.0,put,2022-12-27,0.33,0.31,0.33,6162,0.31,15315,0.35,0.31,0.70827,-0.01578,0.00078,-0.01225,0.02838,0.2191780821917808 -810,AAPL230317C00085000,AAPL,2023-03-17,85.0,call,2022-12-27,47.9,46.05,46.45,1,47.9,542,47.9,47.9,4e-05,1.0,0.0,-0.00976,0.0,0.2191780821917808 -811,AAPL230317P00085000,AAPL,2023-03-17,85.0,put,2022-12-27,0.44,0.44,0.46,272,0.43,3037,0.49,0.43,0.68798,-0.02193,0.00106,-0.01571,0.03756,0.2191780821917808 -812,AAPL230317C00090000,AAPL,2023-03-17,90.0,call,2022-12-27,40.2,41.2,41.7,2,40.2,3002,40.2,40.2,4e-05,1.0,0.0,-0.01033,0.0,0.2191780821917808 -813,AAPL230317P00090000,AAPL,2023-03-17,90.0,put,2022-12-27,0.64,0.61,0.65,403,0.62,6889,0.71,0.61,0.67013,-0.03016,0.00142,-0.01993,0.04903,0.2191780821917808 -814,AAPL230317C00095000,AAPL,2023-03-17,95.0,call,2022-12-27,42.38,36.55,36.95,1,42.38,669,42.38,42.38,4e-05,1.0,0.0,-0.01091,0.0,0.2191780821917808 -815,AAPL230317P00095000,AAPL,2023-03-17,95.0,put,2022-12-27,0.9,0.86,0.92,191,0.88,5599,0.99,0.85,0.65685,-0.04143,0.00188,-0.02528,0.06362,0.2191780821917808 -816,AAPL230317C00100000,AAPL,2023-03-17,100.0,call,2022-12-27,32.32,32.05,32.3,89,31.48,5202,32.52,31.35,4e-05,1.0,0.0,-0.01148,0.0,0.2191780821917808 -817,AAPL230317P00100000,AAPL,2023-03-17,100.0,put,2022-12-27,1.28,1.25,1.29,1205,1.19,25379,1.42,1.19,0.64892,-0.05671,0.00245,-0.03201,0.08178,0.2191780821917808 -818,AAPL230317C00105000,AAPL,2023-03-17,105.0,call,2022-12-27,28.04,27.6,27.85,17,26.86,1337,28.04,26.86,4e-05,1.0,0.0,-0.01206,0.0,0.2191780821917808 -819,AAPL230317P00105000,AAPL,2023-03-17,105.0,put,2022-12-27,1.8,1.76,1.82,578,1.8,5697,1.98,1.74,0.64381,-0.07617,0.0031,-0.0398,0.10278,0.2191780821917808 -820,AAPL230317C00110000,AAPL,2023-03-17,110.0,call,2022-12-27,23.89,23.35,23.6,57,23.0,2356,23.89,22.65,4e-05,1.0,0.0,-0.01263,0.0,0.2191780821917808 -821,AAPL230317P00110000,AAPL,2023-03-17,110.0,put,2022-12-27,2.52,2.5,2.55,569,2.3,14274,2.76,2.3,0.64449,-0.10099,0.00382,-0.04901,0.12684,0.2191780821917808 -822,AAPL230317C00115000,AAPL,2023-03-17,115.0,call,2022-12-27,19.61,19.4,19.55,18,19.5,1856,19.7,19.5,4e-05,1.0,0.0,-0.0132,0.0,0.2191780821917808 -823,AAPL230317P00115000,AAPL,2023-03-17,115.0,put,2022-12-27,3.5,3.4,3.55,464,3.35,7988,3.8,3.3,0.64693,-0.1302,0.00456,-0.05873,0.15195,0.2191780821917808 -824,AAPL230317C00120000,AAPL,2023-03-17,120.0,call,2022-12-27,15.8,15.65,16.05,73,16.15,13497,16.15,15.1,4e-05,1.0,0.0,-0.01378,0.0,0.2191780821917808 -825,AAPL230317P00120000,AAPL,2023-03-17,120.0,put,2022-12-27,4.74,4.65,4.8,2350,4.5,20963,5.15,4.5,0.65426,-0.1642,0.00527,-0.06915,0.17756,0.2191780821917808 -826,AAPL230317C00125000,AAPL,2023-03-17,125.0,call,2022-12-27,12.4,12.35,12.5,236,12.5,8002,12.7,11.75,4e-05,1.0,0.0,-0.01435,0.0,0.2191780821917808 -827,AAPL230317P00125000,AAPL,2023-03-17,125.0,put,2022-12-27,6.4,6.3,6.4,1287,6.0,19826,6.87,6.0,0.66776,-0.20235,0.00588,-0.08011,0.2023,0.2191780821917808 -828,AAPL230317C00130000,AAPL,2023-03-17,130.0,call,2022-12-27,9.45,9.45,9.55,1013,10.25,52111,10.25,8.8,4e-05,1.0,0.0,-0.01493,0.0,0.2191780821917808 -829,AAPL230317P00130000,AAPL,2023-03-17,130.0,put,2022-12-27,8.4,8.3,8.45,7660,7.83,44023,9.0,7.83,0.68661,-0.24288,0.00635,-0.09107,0.22452,0.2191780821917808 -830,AAPL230317C00135000,AAPL,2023-03-17,135.0,call,2022-12-27,7.0,6.85,7.0,719,7.7,8864,7.7,6.45,4e-05,1.0,0.0,-0.0155,0.0,0.2191780821917808 -831,AAPL230317P00135000,AAPL,2023-03-17,135.0,put,2022-12-27,10.85,10.75,10.9,728,10.17,18083,11.65,10.17,0.71087,-0.28399,0.00664,-0.10176,0.2432,0.2191780821917808 -832,AAPL230317C00140000,AAPL,2023-03-17,140.0,call,2022-12-27,4.9,4.8,4.95,1857,5.55,24423,5.55,4.48,4e-05,1.0,0.0,-0.01607,0.0,0.2191780821917808 -833,AAPL230317P00140000,AAPL,2023-03-17,140.0,put,2022-12-27,13.79,13.7,13.85,712,13.6,19626,14.6,13.45,0.74329,-0.32403,0.00674,-0.11249,0.25794,0.2191780821917808 -834,AAPL230317C00145000,AAPL,2023-03-17,145.0,call,2022-12-27,3.3,3.2,3.35,538,3.51,14466,3.51,3.0,4e-05,1.0,0.0,-0.01665,0.0,0.2191780821917808 -835,AAPL230317P00145000,AAPL,2023-03-17,145.0,put,2022-12-27,16.8,16.95,17.4,4143,17.25,15663,18.13,16.8,0.78197,-0.36104,0.00667,-0.12294,0.26872,0.2191780821917808 -836,AAPL230317C00150000,AAPL,2023-03-17,150.0,call,2022-12-27,2.18,2.11,2.19,1025,2.47,47977,2.47,1.97,4e-05,1.0,0.0,-0.01722,0.0,0.2191780821917808 -837,AAPL230317P00150000,AAPL,2023-03-17,150.0,put,2022-12-27,21.1,21.0,21.3,57,20.32,27826,22.0,20.32,0.83218,-0.39358,0.00644,-0.13413,0.27602,0.2191780821917808 -838,AAPL230317C00155000,AAPL,2023-03-17,155.0,call,2022-12-27,1.36,1.34,1.4,653,1.54,16067,1.54,1.28,0.05672,0.45302,0.09733,-0.01795,0.28428,0.2191780821917808 -839,AAPL230317P00155000,AAPL,2023-03-17,155.0,put,2022-12-27,25.19,25.25,25.7,6317,26.0,25420,26.05,25.08,0.88665,-0.42107,0.00615,-0.1451,0.28064,0.2191780821917808 -840,AAPL230317C00160000,AAPL,2023-03-17,160.0,call,2022-12-27,0.85,0.84,0.89,1061,1.03,17810,1.03,0.8,0.09602,0.22321,0.04333,-0.01671,0.21423,0.2191780821917808 -841,AAPL230317P00160000,AAPL,2023-03-17,160.0,put,2022-12-27,29.8,29.8,30.3,9,29.0,13647,30.7,29.0,0.94318,-0.44394,0.00584,-0.15572,0.28343,0.2191780821917808 -842,AAPL230317C00165000,AAPL,2023-03-17,165.0,call,2022-12-27,0.55,0.54,0.57,357,0.61,20996,0.61,0.52,0.12203,0.12991,0.02415,-0.01381,0.15173,0.2191780821917808 -843,AAPL230317P00165000,AAPL,2023-03-17,165.0,put,2022-12-27,34.74,34.7,35.1,5,34.1,4798,34.78,34.1,1.00361,-0.46238,0.00552,-0.16652,0.28499,0.2191780821917808 -844,AAPL230317C00170000,AAPL,2023-03-17,170.0,call,2022-12-27,0.36,0.34,0.37,639,0.42,29255,0.42,0.34,0.14187,0.07926,0.0145,-0.01076,0.10593,0.2191780821917808 -845,AAPL230317P00170000,AAPL,2023-03-17,170.0,put,2022-12-27,39.87,39.65,40.3,4,40.6,1392,40.6,39.87,1.06724,-0.47689,0.0052,-0.17753,0.28578,0.2191780821917808 -846,AAPL230317C00175000,AAPL,2023-03-17,175.0,call,2022-12-27,0.25,0.23,0.25,389,0.28,15595,0.28,0.23,0.1598,0.0514,0.00919,-0.00844,0.07565,0.2191780821917808 -847,AAPL230317P00175000,AAPL,2023-03-17,175.0,put,2022-12-27,45.15,44.65,45.25,3,44.97,241,45.15,44.97,1.12324,-0.48982,0.00495,-0.187,0.28617,0.2191780821917808 -848,AAPL230317C00180000,AAPL,2023-03-17,180.0,call,2022-12-27,0.17,0.16,0.17,558,0.2,16548,0.21,0.15,0.17544,0.03423,0.00603,-0.00656,0.05444,0.2191780821917808 -849,AAPL230317P00180000,AAPL,2023-03-17,180.0,put,2022-12-27,49.8,49.7,50.25,50,49.33,35,50.7,49.31,1.17756,-0.50077,0.00472,-0.19601,0.28626,0.2191780821917808 -850,AAPL230317C00185000,AAPL,2023-03-17,185.0,call,2022-12-27,0.12,0.12,0.14,200,0.13,11893,0.14,0.12,0.19314,0.02558,0.0043,-0.0056,0.04275,0.2191780821917808 -851,AAPL230317P00185000,AAPL,2023-03-17,185.0,put,2022-12-27,48.0,54.8,55.2,1,48.0,2,48.0,48.0,1.2289,-0.51034,0.00452,-0.20437,0.28617,0.2191780821917808 -852,AAPL230317C00190000,AAPL,2023-03-17,190.0,call,2022-12-27,0.08,0.08,0.09,16,0.09,19630,0.1,0.08,0.20344,0.01672,0.00285,-0.00408,0.02983,0.2191780821917808 -853,AAPL230317P00190000,AAPL,2023-03-17,190.0,put,2022-12-27,54.4,59.7,60.2,63,54.4,19,54.4,54.4,1.27499,-0.51933,0.00436,-0.21169,0.28593,0.2191780821917808 -854,AAPL230317C00195000,AAPL,2023-03-17,195.0,call,2022-12-27,0.06,0.06,0.07,105,0.06,8108,0.07,0.06,0.21702,0.01244,0.00207,-0.00335,0.02313,0.2191780821917808 -855,AAPL230317P00195000,AAPL,2023-03-17,195.0,put,2022-12-27,53.85,64.7,65.2,20,53.85,12,53.85,53.85,1.32046,-0.52707,0.0042,-0.21883,0.2856,0.2191780821917808 -856,AAPL230317C00200000,AAPL,2023-03-17,200.0,call,2022-12-27,0.07,0.05,0.07,269,0.05,31880,0.07,0.05,0.23464,0.0108,0.00169,-0.00319,0.02046,0.2191780821917808 -857,AAPL230317P00200000,AAPL,2023-03-17,200.0,put,2022-12-27,68.3,69.7,70.2,41,67.3,3,68.3,67.0,1.36387,-0.53403,0.00406,-0.22555,0.28522,0.2191780821917808 -858,AAPL230317C00210000,AAPL,2023-03-17,210.0,call,2022-12-27,0.02,0.03,0.05,36,0.02,13646,0.03,0.02,0.25974,0.00685,0.00103,-0.00234,0.01371,0.2191780821917808 -859,AAPL230317P00210000,AAPL,2023-03-17,210.0,put,2022-12-27,69.65,79.7,80.2,1,69.65,0,69.65,69.65,1.44512,-0.54607,0.00382,-0.23788,0.28435,0.2191780821917808 -860,AAPL230317C00220000,AAPL,2023-03-17,220.0,call,2022-12-27,0.02,0.01,0.04,393,0.02,5451,0.02,0.02,0.27943,0.00417,0.00061,-0.00161,0.00882,0.2191780821917808 -861,AAPL230317P00220000,AAPL,2023-03-17,220.0,put,2022-12-27,71.2,89.75,90.2,1,71.2,0,71.2,71.2,1.52103,-0.55592,0.00362,-0.24917,0.28345,0.2191780821917808 -862,AAPL230317C00230000,AAPL,2023-03-17,230.0,call,2022-12-27,0.02,0.01,0.03,10,0.02,4051,0.02,0.02,0.30346,0.00315,0.00044,-0.00136,0.00687,0.2191780821917808 -863,AAPL230317P00230000,AAPL,2023-03-17,230.0,put,2022-12-27,75.1,99.75,100.2,1,75.1,0,75.1,75.1,1.59069,-0.56446,0.00345,-0.25928,0.28252,0.2191780821917808 -864,AAPL230317C00240000,AAPL,2023-03-17,240.0,call,2022-12-27,0.02,0.0,0.01,102,0.02,1438,0.02,0.01,0.29484,0.00089,0.00014,-0.00042,0.00218,0.2191780821917808 -865,AAPL230317P00240000,AAPL,2023-03-17,240.0,put,2022-12-27,90.5,109.65,110.2,2,90.5,0,90.5,90.5,1.65401,-0.57219,0.00331,-0.26818,0.28156,0.2191780821917808 -866,AAPL230317C00250000,AAPL,2023-03-17,250.0,call,2022-12-27,0.01,0.0,0.02,400,0.01,4001,0.01,0.01,0.33779,0.00151,0.0002,-0.00077,0.00352,0.2191780821917808 -867,AAPL230317P00250000,AAPL,2023-03-17,250.0,put,2022-12-27,100.32,119.7,120.2,2,101.5,2,101.5,100.32,1.71604,-0.57835,0.00318,-0.27693,0.28073,0.2191780821917808 -868,AAPL230317C00260000,AAPL,2023-03-17,260.0,call,2022-12-27,0.01,0.0,0.01,11,0.01,2986,0.01,0.01,0.3429,0.00078,0.00011,-0.00042,0.00192,0.2191780821917808 -869,AAPL230317P00260000,AAPL,2023-03-17,260.0,put,2022-12-27,118.9,129.7,130.2,2,118.9,0,118.9,118.9,1.77364,-0.58393,0.00307,-0.28487,0.2799,0.2191780821917808 -870,AAPL230317C00270000,AAPL,2023-03-17,270.0,call,2022-12-27,0.01,0.0,0.02,59,0.01,1879,0.01,0.01,0.38578,0.00134,0.00016,-0.00078,0.00316,0.2191780821917808 -871,AAPL230317P00270000,AAPL,2023-03-17,270.0,put,2022-12-27,121.05,139.7,140.2,1,121.05,0,121.05,121.05,1.82812,-0.58886,0.00297,-0.29227,0.27913,0.2191780821917808 -872,AAPL230317C00280000,AAPL,2023-03-17,280.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,1526,0.01,0.01,0.38677,0.0007,9e-05,-0.00043,0.00174,0.2191780821917808 -873,AAPL230317P00280000,AAPL,2023-03-17,280.0,put,2022-12-27,134.4,149.65,150.2,1,134.4,0,134.4,134.4,1.87893,-0.59344,0.00288,-0.299,0.27837,0.2191780821917808 -874,AAPL230317C00290000,AAPL,2023-03-17,290.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,626,0.01,0.01,0.4073,0.00067,8e-05,-0.00044,0.00167,0.2191780821917808 -875,AAPL230317P00290000,AAPL,2023-03-17,290.0,put,2022-12-27,119.47,159.65,160.2,10,119.45,0,119.47,119.45,1.92822,-0.59734,0.0028,-0.30554,0.2777,0.2191780821917808 -876,AAPL230317C00300000,AAPL,2023-03-17,300.0,call,2022-12-27,0.01,0.0,0.01,10,0.01,6097,0.01,0.01,0.42706,0.00064,7e-05,-0.00044,0.0016,0.2191780821917808 -877,AAPL230317P00300000,AAPL,2023-03-17,300.0,put,2022-12-27,153.3,169.7,170.2,69,154.15,0,154.15,153.3,1.97605,-0.60065,0.00272,-0.31188,0.2771,0.2191780821917808 -878,AAPL230421C00050000,AAPL,2023-04-21,50.0,call,2022-12-27,80.7,80.4,81.0,6,80.7,716,80.7,80.7,4e-05,1.0,0.0,-0.00572,0.0,0.3150684931506849 -879,AAPL230421P00050000,AAPL,2023-04-21,50.0,put,2022-12-27,0.06,0.06,0.08,91,0.08,5228,0.08,0.06,0.79731,-0.00297,0.00013,-0.00264,0.00779,0.3150684931506849 -880,AAPL230421C00060000,AAPL,2023-04-21,60.0,call,2022-12-27,70.0,70.65,71.2,1,70.0,50,70.0,70.0,4e-05,1.0,0.0,-0.00686,0.0,0.3150684931506849 -881,AAPL230421P00060000,AAPL,2023-04-21,60.0,put,2022-12-27,0.15,0.12,0.15,31,0.15,2299,0.15,0.14,0.73078,-0.00589,0.00027,-0.00445,0.01439,0.3150684931506849 -882,AAPL230421C00070000,AAPL,2023-04-21,70.0,call,2022-12-27,62.15,60.95,61.5,2,62.15,143,62.15,62.15,4e-05,1.0,0.0,-0.008,0.0,0.3150684931506849 -883,AAPL230421P00070000,AAPL,2023-04-21,70.0,put,2022-12-27,0.29,0.26,0.3,179,0.28,4010,0.29,0.28,0.68661,-0.01207,0.00053,-0.00781,0.027,0.3150684931506849 -884,AAPL230421C00075000,AAPL,2023-04-21,75.0,call,2022-12-27,56.25,56.1,56.7,2,56.3,67,56.3,56.25,4e-05,1.0,0.0,-0.00858,0.0,0.3150684931506849 -885,AAPL230421P00075000,AAPL,2023-04-21,75.0,put,2022-12-27,0.4,0.38,0.41,67,0.39,1410,0.41,0.39,0.66769,-0.01683,0.00073,-0.0101,0.03596,0.3150684931506849 -886,AAPL230421C00080000,AAPL,2023-04-21,80.0,call,2022-12-27,65.0,51.35,51.95,1,65.0,77,65.0,65.0,4e-05,1.0,0.0,-0.00915,0.0,0.3150684931506849 -887,AAPL230421P00080000,AAPL,2023-04-21,80.0,put,2022-12-27,0.54,0.51,0.56,106,0.53,2905,0.59,0.53,0.64732,-0.02266,0.00097,-0.01256,0.04629,0.3150684931506849 -888,AAPL230421C00085000,AAPL,2023-04-21,85.0,call,2022-12-27,51.31,46.65,47.2,1,51.31,60,51.31,51.31,4e-05,1.0,0.0,-0.00972,0.0,0.3150684931506849 -889,AAPL230421P00085000,AAPL,2023-04-21,85.0,put,2022-12-27,0.74,0.74,0.76,13,0.76,1434,0.77,0.74,0.63396,-0.03103,0.00128,-0.01595,0.06019,0.3150684931506849 -890,AAPL230421C00090000,AAPL,2023-04-21,90.0,call,2022-12-27,42.5,41.95,42.5,9,42.5,22,42.5,42.5,4e-05,1.0,0.0,-0.01029,0.0,0.3150684931506849 -891,AAPL230421P00090000,AAPL,2023-04-21,90.0,put,2022-12-27,1.02,1.02,1.07,25,0.97,3648,1.11,0.97,0.62336,-0.04197,0.00167,-0.02003,0.07708,0.3150684931506849 -892,AAPL230421C00095000,AAPL,2023-04-21,95.0,call,2022-12-27,37.95,37.55,37.8,41,37.8,63,37.95,37.75,4e-05,1.0,0.0,-0.01086,0.0,0.3150684931506849 -893,AAPL230421P00095000,AAPL,2023-04-21,95.0,put,2022-12-27,1.4,1.36,1.43,33,1.48,2602,1.51,1.4,0.61016,-0.05476,0.00211,-0.02417,0.09538,0.3150684931506849 -894,AAPL230421C00100000,AAPL,2023-04-21,100.0,call,2022-12-27,33.43,33.1,33.55,30,33.42,211,33.5,33.42,4e-05,1.0,0.0,-0.01144,0.0,0.3150684931506849 -895,AAPL230421P00100000,AAPL,2023-04-21,100.0,put,2022-12-27,1.92,1.89,1.95,660,1.85,7557,2.08,1.85,0.60497,-0.07213,0.00264,-0.02959,0.11821,0.3150684931506849 -896,AAPL230421C00105000,AAPL,2023-04-21,105.0,call,2022-12-27,29.14,28.85,29.1,33,29.0,183,29.14,29.0,4e-05,1.0,0.0,-0.01201,0.0,0.3150684931506849 -897,AAPL230421P00105000,AAPL,2023-04-21,105.0,put,2022-12-27,2.5,2.54,2.6,668,2.58,3203,2.73,2.5,0.59956,-0.09255,0.00321,-0.03524,0.14263,0.3150684931506849 -898,AAPL230421C00110000,AAPL,2023-04-21,110.0,call,2022-12-27,24.95,24.7,25.2,17,24.95,93,24.95,24.95,4e-05,1.0,0.0,-0.01258,0.0,0.3150684931506849 -899,AAPL230421P00110000,AAPL,2023-04-21,110.0,put,2022-12-27,3.37,3.35,3.5,379,3.35,3149,3.65,3.35,0.5978,-0.11712,0.00382,-0.0415,0.16917,0.3150684931506849 -900,AAPL230421C00115000,AAPL,2023-04-21,115.0,call,2022-12-27,21.1,20.95,21.3,2,21.1,178,21.1,21.1,4e-05,1.0,0.0,-0.01315,0.0,0.3150684931506849 -901,AAPL230421P00115000,AAPL,2023-04-21,115.0,put,2022-12-27,4.52,4.45,4.6,113,4.29,3602,4.82,4.29,0.59963,-0.14575,0.00443,-0.04819,0.19677,0.3150684931506849 -902,AAPL230421C00120000,AAPL,2023-04-21,120.0,call,2022-12-27,17.62,17.25,17.6,116,17.62,980,17.8,17.0,4e-05,1.0,0.0,-0.01372,0.0,0.3150684931506849 -903,AAPL230421P00120000,AAPL,2023-04-21,120.0,put,2022-12-27,5.9,5.8,5.95,1656,5.65,6526,6.35,5.65,0.60345,-0.17757,0.00501,-0.0549,0.22383,0.3150684931506849 -904,AAPL230421C00125000,AAPL,2023-04-21,125.0,call,2022-12-27,14.31,14.15,14.35,28,13.58,959,14.31,13.58,4e-05,1.0,0.0,-0.01429,0.0,0.3150684931506849 -905,AAPL230421P00125000,AAPL,2023-04-21,125.0,put,2022-12-27,7.65,7.5,7.65,301,7.15,3355,8.07,7.15,0.6123,-0.2126,0.00551,-0.06184,0.24974,0.3150684931506849 -906,AAPL230421C00130000,AAPL,2023-04-21,130.0,call,2022-12-27,11.4,11.2,11.45,388,11.9,1393,11.9,10.75,4e-05,1.0,0.0,-0.01487,0.0,0.3150684931506849 -907,AAPL230421P00130000,AAPL,2023-04-21,130.0,put,2022-12-27,9.56,9.5,9.7,3254,9.31,6846,10.2,9.31,0.62405,-0.24921,0.00591,-0.06852,0.27293,0.3150684931506849 -908,AAPL230421C00135000,AAPL,2023-04-21,135.0,call,2022-12-27,8.9,8.65,8.8,502,9.25,2530,9.25,8.2,4e-05,1.0,0.0,-0.01544,0.0,0.3150684931506849 -909,AAPL230421P00135000,AAPL,2023-04-21,135.0,put,2022-12-27,11.93,11.95,12.15,158,11.95,66583,12.75,11.87,0.64159,-0.28658,0.00617,-0.07522,0.29285,0.3150684931506849 -910,AAPL230421C00140000,AAPL,2023-04-21,140.0,call,2022-12-27,6.72,6.45,6.6,268,7.08,3377,7.08,6.15,4e-05,1.0,0.0,-0.01601,0.0,0.3150684931506849 -911,AAPL230421P00140000,AAPL,2023-04-21,140.0,put,2022-12-27,14.78,14.75,15.0,245,14.54,7669,15.6,14.52,0.66288,-0.323,0.0063,-0.08157,0.30886,0.3150684931506849 -912,AAPL230421C00145000,AAPL,2023-04-21,145.0,call,2022-12-27,4.79,4.7,4.85,632,5.05,3147,5.05,4.45,4e-05,1.0,0.0,-0.01658,0.0,0.3150684931506849 -913,AAPL230421P00145000,AAPL,2023-04-21,145.0,put,2022-12-27,18.14,18.05,18.35,184,18.4,8786,19.0,17.94,0.69218,-0.35731,0.00627,-0.08817,0.32102,0.3150684931506849 -914,AAPL230421C00150000,AAPL,2023-04-21,150.0,call,2022-12-27,3.42,3.3,3.45,1269,3.55,4880,3.6,3.17,4e-05,1.0,0.0,-0.01715,0.0,0.3150684931506849 -915,AAPL230421P00150000,AAPL,2023-04-21,150.0,put,2022-12-27,21.85,21.7,22.05,306,21.8,11967,22.7,21.5,0.72483,-0.38829,0.00615,-0.09448,0.32967,0.3150684931506849 -916,AAPL230421C00155000,AAPL,2023-04-21,155.0,call,2022-12-27,2.45,2.32,2.41,215,2.44,3500,2.46,2.2,0.06931,0.50671,0.06689,-0.01905,0.34317,0.3150684931506849 -917,AAPL230421P00155000,AAPL,2023-04-21,155.0,put,2022-12-27,25.8,25.75,26.1,49,26.45,4925,26.45,25.8,0.76252,-0.41536,0.00594,-0.10085,0.33546,0.3150684931506849 -918,AAPL230421C00160000,AAPL,2023-04-21,160.0,call,2022-12-27,1.62,1.59,1.7,328,1.71,8433,1.71,1.5,0.10319,0.3012,0.03924,-0.01859,0.29967,0.3150684931506849 -919,AAPL230421P00160000,AAPL,2023-04-21,160.0,put,2022-12-27,30.35,30.0,30.6,14,30.35,4202,30.45,30.05,0.80441,-0.43832,0.0057,-0.10732,0.33911,0.3150684931506849 -920,AAPL230421C00165000,AAPL,2023-04-21,165.0,call,2022-12-27,1.1,1.06,1.17,296,1.16,5264,1.16,1.03,0.12447,0.19452,0.02571,-0.01614,0.23684,0.3150684931506849 -921,AAPL230421P00165000,AAPL,2023-04-21,165.0,put,2022-12-27,35.03,34.8,35.25,13,35.1,3149,35.1,34.88,0.85194,-0.45694,0.00541,-0.11423,0.34122,0.3150684931506849 -922,AAPL230421C00170000,AAPL,2023-04-21,170.0,call,2022-12-27,0.77,0.73,0.78,264,0.85,5142,0.85,0.7,0.1408,0.12912,0.01738,-0.01329,0.18114,0.3150684931506849 -923,AAPL230421P00170000,AAPL,2023-04-21,170.0,put,2022-12-27,39.8,39.65,40.25,1,39.8,2831,39.8,39.8,0.9013,-0.47203,0.00513,-0.12117,0.34237,0.3150684931506849 -924,AAPL230421C00175000,AAPL,2023-04-21,175.0,call,2022-12-27,0.52,0.5,0.54,73,0.57,4297,0.57,0.48,0.15484,0.08786,0.01197,-0.01073,0.13722,0.3150684931506849 -925,AAPL230421P00175000,AAPL,2023-04-21,175.0,put,2022-12-27,43.01,44.65,45.3,1548,43.65,108,43.73,43.01,0.95028,-0.48445,0.00488,-0.1279,0.34296,0.3150684931506849 -926,AAPL230421C00180000,AAPL,2023-04-21,180.0,call,2022-12-27,0.35,0.35,0.38,129,0.4,6115,0.4,0.33,0.16727,0.06097,0.00838,-0.00859,0.10377,0.3150684931506849 -927,AAPL230421P00180000,AAPL,2023-04-21,180.0,put,2022-12-27,48.75,49.65,50.25,2,48.75,12,48.75,48.75,0.99483,-0.49552,0.00466,-0.13387,0.3432,0.3150684931506849 -928,AAPL230421C00185000,AAPL,2023-04-21,185.0,call,2022-12-27,0.27,0.24,0.28,51,0.26,3026,0.27,0.24,0.17857,0.04307,0.00596,-0.00684,0.07871,0.3150684931506849 -929,AAPL230421P00185000,AAPL,2023-04-21,185.0,put,2022-12-27,49.5,54.65,55.25,504,49.7,5,49.7,49.5,1.03771,-0.50506,0.00447,-0.13952,0.34319,0.3150684931506849 -930,AAPL230421C00190000,AAPL,2023-04-21,190.0,call,2022-12-27,0.19,0.17,0.21,81,0.22,1962,0.22,0.19,0.18932,0.03118,0.00431,-0.00551,0.06044,0.3150684931506849 -931,AAPL230421P00190000,AAPL,2023-04-21,190.0,put,2022-12-27,47.0,59.65,60.25,170,48.3,0,49.1,46.4,1.0783,-0.51353,0.0043,-0.14477,0.34302,0.3150684931506849 -932,AAPL230421C00195000,AAPL,2023-04-21,195.0,call,2022-12-27,0.15,0.12,0.16,3,0.14,2588,0.15,0.14,0.19909,0.02278,0.00316,-0.00441,0.04651,0.3150684931506849 -933,AAPL230421P00195000,AAPL,2023-04-21,195.0,put,2022-12-27,46.85,64.65,65.25,10,46.86,0,46.86,46.85,1.11698,-0.52107,0.00415,-0.14969,0.34274,0.3150684931506849 -934,AAPL230421C00200000,AAPL,2023-04-21,200.0,call,2022-12-27,0.1,0.09,0.12,1,0.1,2268,0.1,0.1,0.2084,0.01694,0.00234,-0.00357,0.03617,0.3150684931506849 -935,AAPL230421P00200000,AAPL,2023-04-21,200.0,put,2022-12-27,52.6,69.65,70.25,57,52.6,0,52.6,52.6,1.15391,-0.52784,0.00401,-0.15431,0.34238,0.3150684931506849 -936,AAPL230421C00205000,AAPL,2023-04-21,205.0,call,2022-12-27,0.1,0.05,0.1,6,0.08,972,0.1,0.08,0.21549,0.01217,0.00171,-0.00276,0.0272,0.3150684931506849 -937,AAPL230421P00205000,AAPL,2023-04-21,205.0,put,2022-12-27,57.9,74.65,75.25,117,57.9,0,57.9,57.9,1.18923,-0.53396,0.00389,-0.15867,0.34197,0.3150684931506849 -938,AAPL230421C00210000,AAPL,2023-04-21,210.0,call,2022-12-27,0.09,0.04,0.08,10,0.1,795,0.1,0.09,0.22495,0.00957,0.00133,-0.00232,0.02207,0.3150684931506849 -939,AAPL230421P00210000,AAPL,2023-04-21,210.0,put,2022-12-27,51.2,79.65,80.25,4,51.6,0,51.6,51.2,1.22311,-0.53952,0.00377,-0.16279,0.34153,0.3150684931506849 -940,AAPL230421C00215000,AAPL,2023-04-21,215.0,call,2022-12-27,0.07,0.04,0.07,1,0.07,576,0.07,0.07,0.23746,0.00845,0.00113,-0.00219,0.01978,0.3150684931506849 -941,AAPL230421P00215000,AAPL,2023-04-21,215.0,put,2022-12-27,63.91,84.65,85.2,1,63.91,0,63.91,63.91,1.25492,-0.54478,0.00367,-0.16659,0.34105,0.3150684931506849 -942,AAPL230421C00220000,AAPL,2023-04-21,220.0,call,2022-12-27,0.06,0.02,0.06,16,0.07,806,0.07,0.06,0.24288,0.00619,0.00084,-0.00169,0.01503,0.3150684931506849 -943,AAPL230421P00220000,AAPL,2023-04-21,220.0,put,2022-12-27,78.67,89.65,90.2,10,78.67,0,78.67,78.67,1.28635,-0.5494,0.00358,-0.17032,0.34058,0.3150684931506849 -944,AAPL230421C00225000,AAPL,2023-04-21,225.0,call,2022-12-27,0.04,0.02,0.05,1,0.04,1179,0.04,0.04,0.2528,0.00529,0.0007,-0.00153,0.01309,0.3150684931506849 -945,AAPL230421P00225000,AAPL,2023-04-21,225.0,put,2022-12-27,0.0,94.65,95.2,0,0.0,0,0.0,0.0,1.31657,-0.55367,0.00349,-0.17387,0.34011,0.3150684931506849 -946,AAPL230421C00230000,AAPL,2023-04-21,230.0,call,2022-12-27,0.04,0.01,0.04,2,0.04,693,0.04,0.04,0.25677,0.00383,0.00052,-0.00116,0.0098,0.3150684931506849 -947,AAPL230421P00230000,AAPL,2023-04-21,230.0,put,2022-12-27,89.1,99.65,100.2,0,89.1,0,89.1,89.1,1.34579,-0.5576,0.00341,-0.17727,0.33963,0.3150684931506849 -948,AAPL230421C00235000,AAPL,2023-04-21,235.0,call,2022-12-27,0.03,0.02,0.04,1,0.03,1354,0.03,0.03,0.27401,0.00428,0.00053,-0.00136,0.01082,0.3150684931506849 -949,AAPL230421P00235000,AAPL,2023-04-21,235.0,put,2022-12-27,0.0,104.65,105.25,0,0.0,0,0.0,0.0,1.37486,-0.56101,0.00333,-0.18065,0.3392,0.3150684931506849 -950,AAPL230421C00240000,AAPL,2023-04-21,240.0,call,2022-12-27,0.03,0.0,0.05,1,0.03,428,0.03,0.03,0.28103,0.00354,0.00044,-0.00117,0.00913,0.3150684931506849 -951,AAPL230421P00240000,AAPL,2023-04-21,240.0,put,2022-12-27,88.2,109.65,110.25,1,88.2,0,88.2,88.2,1.40224,-0.56437,0.00326,-0.18378,0.33874,0.3150684931506849 -952,AAPL230421C00245000,AAPL,2023-04-21,245.0,call,2022-12-27,0.03,0.0,0.04,482,0.03,670,0.03,0.03,0.28652,0.00283,0.00035,-0.00098,0.00747,0.3150684931506849 -953,AAPL230421P00245000,AAPL,2023-04-21,245.0,put,2022-12-27,0.0,114.65,115.2,0,0.0,0,0.0,0.0,1.42803,-0.5677,0.0032,-0.18664,0.33826,0.3150684931506849 -954,AAPL230421C00250000,AAPL,2023-04-21,250.0,call,2022-12-27,0.01,0.01,0.03,8,0.01,406,0.01,0.01,0.29766,0.00273,0.00033,-0.00098,0.00724,0.3150684931506849 -955,AAPL230421P00250000,AAPL,2023-04-21,250.0,put,2022-12-27,81.35,119.6,120.25,2,81.25,0,81.35,81.25,1.45382,-0.5706,0.00314,-0.18953,0.33783,0.3150684931506849 -956,AAPL230421C00255000,AAPL,2023-04-21,255.0,call,2022-12-27,0.03,0.0,0.03,10,0.03,448,0.03,0.03,0.30064,0.00208,0.00025,-0.00077,0.00564,0.3150684931506849 -957,AAPL230421P00255000,AAPL,2023-04-21,255.0,put,2022-12-27,116.25,124.65,125.25,1,116.25,0,116.25,116.25,1.47961,-0.57311,0.00308,-0.19244,0.33744,0.3150684931506849 -958,AAPL230421C00260000,AAPL,2023-04-21,260.0,call,2022-12-27,0.02,0.0,0.03,50,0.02,2006,0.02,0.02,0.31109,0.00202,0.00024,-0.00078,0.0055,0.3150684931506849 -959,AAPL230421P00260000,AAPL,2023-04-21,260.0,put,2022-12-27,0.0,129.6,130.25,0,0.0,0,0.0,0.0,1.50318,-0.57585,0.00303,-0.19498,0.337,0.3150684931506849 -960,AAPL230421C00265000,AAPL,2023-04-21,265.0,call,2022-12-27,0.03,0.0,0.03,20,0.03,173,0.03,0.03,0.32124,0.00196,0.00023,-0.00078,0.00535,0.3150684931506849 -961,AAPL230421P00265000,AAPL,2023-04-21,265.0,put,2022-12-27,96.0,134.6,135.25,2,96.05,0,96.05,96.0,1.52691,-0.57821,0.00298,-0.19758,0.3366,0.3150684931506849 -962,AAPL230421C00270000,AAPL,2023-04-21,270.0,call,2022-12-27,0.03,0.0,0.03,2,0.03,420,0.03,0.03,0.33115,0.00191,0.00021,-0.00078,0.00522,0.3150684931506849 -963,AAPL230421P00270000,AAPL,2023-04-21,270.0,put,2022-12-27,0.0,139.6,140.25,0,0.0,0,0.0,0.0,1.55003,-0.58043,0.00293,-0.20008,0.33622,0.3150684931506849 -964,AAPL230421C00275000,AAPL,2023-04-21,275.0,call,2022-12-27,0.04,0.0,0.03,4,0.04,408,0.04,0.04,0.34092,0.00186,0.0002,-0.00079,0.00511,0.3150684931506849 -965,AAPL230421P00275000,AAPL,2023-04-21,275.0,put,2022-12-27,100.6,144.6,145.25,4,100.6,0,100.75,100.6,1.57253,-0.58251,0.00289,-0.2025,0.33585,0.3150684931506849 -966,AAPL230421C00280000,AAPL,2023-04-21,280.0,call,2022-12-27,0.01,0.0,0.03,2,0.01,527,0.01,0.01,0.35038,0.00181,0.00019,-0.00079,0.00499,0.3150684931506849 -967,AAPL230421P00280000,AAPL,2023-04-21,280.0,put,2022-12-27,139.24,149.6,150.25,29,138.51,0,139.24,138.51,1.59451,-0.58447,0.00284,-0.20485,0.3355,0.3150684931506849 -968,AAPL230421C00290000,AAPL,2023-04-21,290.0,call,2022-12-27,0.03,0.0,0.02,14,0.03,733,0.03,0.03,0.35664,0.00122,0.00013,-0.00056,0.00348,0.3150684931506849 -969,AAPL230421P00290000,AAPL,2023-04-21,290.0,put,2022-12-27,147.97,159.6,160.25,20,148.0,0,148.0,147.97,1.63692,-0.58804,0.00276,-0.20934,0.33483,0.3150684931506849 -970,AAPL230421C00300000,AAPL,2023-04-21,300.0,call,2022-12-27,0.01,0.0,0.02,100,0.01,1320,0.01,0.01,0.37388,0.00117,0.00012,-0.00057,0.00336,0.3150684931506849 -971,AAPL230421P00300000,AAPL,2023-04-21,300.0,put,2022-12-27,154.9,169.6,170.25,1,154.9,0,154.9,154.9,1.67744,-0.59121,0.00269,-0.21357,0.33421,0.3150684931506849 -972,AAPL230519C00060000,AAPL,2023-05-19,60.0,call,2022-12-27,72.55,70.8,71.45,10,72.55,2680,72.55,72.55,4e-05,1.0,0.0,-0.00684,0.0,0.3917808219178082 -973,AAPL230519P00060000,AAPL,2023-05-19,60.0,put,2022-12-27,0.22,0.2,0.23,12,0.23,1620,0.23,0.22,0.69958,-0.00837,0.00034,-0.00518,0.02188,0.3917808219178082 -974,AAPL230519C00065000,AAPL,2023-05-19,65.0,call,2022-12-27,66.05,66.0,66.6,2,65.9,2758,66.05,65.9,4e-05,1.0,0.0,-0.00741,0.0,0.3917808219178082 -975,AAPL230519P00065000,AAPL,2023-05-19,65.0,put,2022-12-27,0.3,0.29,0.33,14,0.31,1368,0.32,0.3,0.68058,-0.01194,0.00048,-0.00685,0.02983,0.3917808219178082 -976,AAPL230519C00070000,AAPL,2023-05-19,70.0,call,2022-12-27,60.5,61.25,61.8,2,60.5,2028,60.5,60.5,4e-05,1.0,0.0,-0.00798,0.0,0.3917808219178082 -977,AAPL230519P00070000,AAPL,2023-05-19,70.0,put,2022-12-27,0.42,0.42,0.45,2,0.42,2745,0.42,0.42,0.66242,-0.01655,0.00065,-0.00881,0.03953,0.3917808219178082 -978,AAPL230519C00075000,AAPL,2023-05-19,75.0,call,2022-12-27,55.85,56.45,57.1,2,55.8,929,55.85,55.8,4e-05,1.0,0.0,-0.00855,0.0,0.3917808219178082 -979,AAPL230519P00075000,AAPL,2023-05-19,75.0,put,2022-12-27,0.58,0.59,0.61,40,0.65,2799,0.65,0.58,0.64587,-0.02252,0.00086,-0.01113,0.05135,0.3917808219178082 -980,AAPL230519C00080000,AAPL,2023-05-19,80.0,call,2022-12-27,51.15,51.8,52.35,2,51.1,1214,51.15,51.1,4e-05,1.0,0.0,-0.00912,0.0,0.3917808219178082 -981,AAPL230519P00080000,AAPL,2023-05-19,80.0,put,2022-12-27,0.81,0.81,0.83,73,0.78,905,0.88,0.78,0.63145,-0.03022,0.00113,-0.01387,0.06567,0.3917808219178082 -982,AAPL230519C00085000,AAPL,2023-05-19,85.0,call,2022-12-27,46.85,47.15,47.7,284,48.0,2085,48.2,46.75,4e-05,1.0,0.0,-0.00969,0.0,0.3917808219178082 -983,AAPL230519P00085000,AAPL,2023-05-19,85.0,put,2022-12-27,1.08,1.09,1.12,4,1.19,1400,1.19,1.08,0.61848,-0.03987,0.00145,-0.017,0.08245,0.3917808219178082 -984,AAPL230519C00090000,AAPL,2023-05-19,90.0,call,2022-12-27,43.0,42.65,43.2,170,44.01,8138,44.01,42.95,4e-05,1.0,0.0,-0.01026,0.0,0.3917808219178082 -985,AAPL230519P00090000,AAPL,2023-05-19,90.0,put,2022-12-27,1.46,1.46,1.5,40,1.42,599,1.6,1.42,0.6078,-0.05197,0.00182,-0.02059,0.10204,0.3917808219178082 -986,AAPL230519C00095000,AAPL,2023-05-19,95.0,call,2022-12-27,38.75,38.3,38.65,77,38.65,1239,38.75,37.65,4e-05,1.0,0.0,-0.01083,0.0,0.3917808219178082 -987,AAPL230519P00095000,AAPL,2023-05-19,95.0,put,2022-12-27,1.98,1.95,1.99,7,1.88,918,2.01,1.88,0.59971,-0.06696,0.00226,-0.02469,0.12448,0.3917808219178082 -988,AAPL230519C00100000,AAPL,2023-05-19,100.0,call,2022-12-27,34.1,34.0,34.4,93,33.9,1490,34.39,33.64,4e-05,1.0,0.0,-0.0114,0.0,0.3917808219178082 -989,AAPL230519P00100000,AAPL,2023-05-19,100.0,put,2022-12-27,2.58,2.56,2.61,86,2.46,5782,2.76,2.46,0.59277,-0.08476,0.00273,-0.02907,0.14897,0.3917808219178082 -990,AAPL230519C00105000,AAPL,2023-05-19,105.0,call,2022-12-27,30.3,29.9,30.15,51,29.85,450,30.3,29.85,4e-05,1.0,0.0,-0.01197,0.0,0.3917808219178082 -991,AAPL230519P00105000,AAPL,2023-05-19,105.0,put,2022-12-27,3.43,3.3,3.4,9,3.4,3070,3.43,3.35,0.58743,-0.10562,0.00324,-0.03372,0.17519,0.3917808219178082 -992,AAPL230519C00110000,AAPL,2023-05-19,110.0,call,2022-12-27,26.35,25.9,26.2,310,25.55,488,26.35,25.55,4e-05,1.0,0.0,-0.01254,0.0,0.3917808219178082 -993,AAPL230519P00110000,AAPL,2023-05-19,110.0,put,2022-12-27,4.28,4.3,4.4,105,4.37,2487,4.55,4.28,0.58666,-0.13037,0.00377,-0.0389,0.20335,0.3917808219178082 -994,AAPL230519C00115000,AAPL,2023-05-19,115.0,call,2022-12-27,22.45,22.2,22.5,19,21.5,704,22.6,21.5,4e-05,1.0,0.0,-0.01311,0.0,0.3917808219178082 -995,AAPL230519P00115000,AAPL,2023-05-19,115.0,put,2022-12-27,5.55,5.45,5.6,68,5.41,3026,5.8,5.41,0.58575,-0.15755,0.00429,-0.04389,0.23107,0.3917808219178082 -996,AAPL230519C00120000,AAPL,2023-05-19,120.0,call,2022-12-27,19.12,18.75,19.0,30,18.75,799,19.12,18.72,4e-05,1.0,0.0,-0.01368,0.0,0.3917808219178082 -997,AAPL230519P00120000,AAPL,2023-05-19,120.0,put,2022-12-27,7.0,6.9,7.1,88,7.15,1809,7.4,6.83,0.58933,-0.18799,0.00477,-0.04915,0.25864,0.3917808219178082 -998,AAPL230519C00125000,AAPL,2023-05-19,125.0,call,2022-12-27,15.86,15.65,15.8,28,15.01,1226,15.86,15.01,4e-05,1.0,0.0,-0.01425,0.0,0.3917808219178082 -999,AAPL230519P00125000,AAPL,2023-05-19,125.0,put,2022-12-27,8.75,8.65,8.85,145,8.55,5034,9.2,8.55,0.59505,-0.22042,0.00519,-0.05425,0.28437,0.3917808219178082 -1000,AAPL230519C00130000,AAPL,2023-05-19,130.0,call,2022-12-27,12.82,12.7,12.9,111,12.8,1734,12.95,12.3,4e-05,1.0,0.0,-0.01482,0.0,0.3917808219178082 -1001,AAPL230519P00130000,AAPL,2023-05-19,130.0,put,2022-12-27,10.85,10.7,10.95,1587,10.52,56639,11.4,10.52,0.60421,-0.25428,0.00553,-0.05923,0.3076,0.3917808219178082 -1002,AAPL230519C00135000,AAPL,2023-05-19,135.0,call,2022-12-27,10.23,10.15,10.35,518,10.05,976,10.42,9.7,4e-05,1.0,0.0,-0.01539,0.0,0.3917808219178082 -1003,AAPL230519P00135000,AAPL,2023-05-19,135.0,put,2022-12-27,13.12,13.05,13.3,641,12.64,21836,13.9,12.64,0.61474,-0.28835,0.00579,-0.06376,0.32751,0.3917808219178082 -1004,AAPL230519C00140000,AAPL,2023-05-19,140.0,call,2022-12-27,8.08,7.9,8.1,258,8.0,2907,8.2,7.6,4e-05,1.0,0.0,-0.01596,0.0,0.3917808219178082 -1005,AAPL230519P00140000,AAPL,2023-05-19,140.0,put,2022-12-27,15.95,15.9,16.1,94,16.05,3284,16.65,15.86,0.63259,-0.32218,0.00591,-0.06854,0.34405,0.3917808219178082 -1006,AAPL230519C00145000,AAPL,2023-05-19,145.0,call,2022-12-27,6.2,6.05,6.25,175,6.0,7144,6.22,5.8,4e-05,1.0,0.0,-0.01653,0.0,0.3917808219178082 -1007,AAPL230519P00145000,AAPL,2023-05-19,145.0,put,2022-12-27,19.1,18.85,19.4,8,18.72,8403,19.1,18.72,0.65243,-0.35425,0.00594,-0.07292,0.35689,0.3917808219178082 -1008,AAPL230519C00150000,AAPL,2023-05-19,150.0,call,2022-12-27,4.68,4.55,4.7,144,4.7,5690,4.72,4.35,4e-05,1.0,0.0,-0.0171,0.0,0.3917808219178082 -1009,AAPL230519P00150000,AAPL,2023-05-19,150.0,put,2022-12-27,22.63,22.5,22.9,51,22.94,6718,23.6,22.63,0.6789,-0.3837,0.00586,-0.07754,0.36635,0.3917808219178082 -1010,AAPL230519C00155000,AAPL,2023-05-19,155.0,call,2022-12-27,3.5,3.35,3.5,60,3.45,3682,3.5,3.23,0.08457,0.53017,0.04903,-0.02028,0.38163,0.3917808219178082 -1011,AAPL230519P00155000,AAPL,2023-05-19,155.0,put,2022-12-27,26.78,26.4,26.8,1,26.78,2476,26.78,26.78,0.70881,-0.40994,0.00572,-0.08208,0.37293,0.3917808219178082 -1012,AAPL230519C00160000,AAPL,2023-05-19,160.0,call,2022-12-27,2.55,2.45,2.55,67,2.52,3037,2.55,2.45,0.11349,0.35392,0.03416,-0.02014,0.35677,0.3917808219178082 -1013,AAPL230519P00160000,AAPL,2023-05-19,160.0,put,2022-12-27,30.88,30.65,31.0,3900,29.46,1077,30.88,29.4,0.74268,-0.43261,0.00552,-0.08673,0.37725,0.3917808219178082 -1014,AAPL230519C00165000,AAPL,2023-05-19,165.0,call,2022-12-27,1.83,1.78,1.86,47,1.95,1472,1.95,1.73,0.13332,0.24944,0.02482,-0.0184,0.3045,0.3917808219178082 -1015,AAPL230519P00165000,AAPL,2023-05-19,165.0,put,2022-12-27,35.2,35.0,35.55,9,35.2,573,35.68,35.2,0.77854,-0.45196,0.0053,-0.09133,0.37995,0.3917808219178082 -1016,AAPL230519C00170000,AAPL,2023-05-19,170.0,call,2022-12-27,1.33,1.29,1.35,50,1.33,1399,1.34,1.26,0.14851,0.17898,0.01835,-0.01604,0.25084,0.3917808219178082 -1017,AAPL230519P00170000,AAPL,2023-05-19,170.0,put,2022-12-27,38.3,39.7,40.3,5,38.3,574,38.3,38.3,0.81806,-0.46784,0.00507,-0.09619,0.38148,0.3917808219178082 -1018,AAPL230519C00175000,AAPL,2023-05-19,175.0,call,2022-12-27,0.97,0.93,1.03,32,1.01,1374,1.01,0.9,0.16209,0.1314,0.01371,-0.0138,0.20445,0.3917808219178082 -1019,AAPL230519P00175000,AAPL,2023-05-19,175.0,put,2022-12-27,32.35,44.65,45.25,7,32.35,717,32.35,32.35,0.86056,-0.48052,0.00483,-0.1013,0.38227,0.3917808219178082 -1020,AAPL230519C00180000,AAPL,2023-05-19,180.0,call,2022-12-27,0.72,0.67,0.77,39,0.75,2146,0.75,0.66,0.17315,0.09655,0.0103,-0.01156,0.16408,0.3917808219178082 -1021,AAPL230519P00180000,AAPL,2023-05-19,180.0,put,2022-12-27,50.1,49.65,50.3,4,50.1,21,50.1,50.1,0.90244,-0.4911,0.00461,-0.10624,0.38263,0.3917808219178082 -1022,AAPL230519C00185000,AAPL,2023-05-19,185.0,call,2022-12-27,0.54,0.49,0.58,158,0.53,1140,0.54,0.53,0.18322,0.07177,0.00779,-0.00962,0.13131,0.3917808219178082 -1023,AAPL230519P00185000,AAPL,2023-05-19,185.0,put,2022-12-27,40.43,54.6,55.25,3,40.43,0,40.43,40.43,0.94006,-0.50082,0.00442,-0.11056,0.38273,0.3917808219178082 -1024,AAPL230519C00190000,AAPL,2023-05-19,190.0,call,2022-12-27,0.38,0.33,0.44,55,0.36,1378,0.39,0.36,0.19085,0.05231,0.00584,-0.00773,0.10257,0.3917808219178082 -1025,AAPL230519P00190000,AAPL,2023-05-19,190.0,put,2022-12-27,58.85,59.6,60.25,2,58.85,0,58.85,58.85,0.97698,-0.50914,0.00426,-0.11474,0.38263,0.3917808219178082 -1026,AAPL230519C00195000,AAPL,2023-05-19,195.0,call,2022-12-27,0.29,0.28,0.31,21,0.29,1036,0.29,0.29,0.19993,0.03996,0.00449,-0.00645,0.0826,0.3917808219178082 -1027,AAPL230519P00195000,AAPL,2023-05-19,195.0,put,2022-12-27,59.2,64.65,65.25,2,59.25,0,59.25,59.2,1.01284,-0.51637,0.0041,-0.11875,0.3824,0.3917808219178082 -1028,AAPL230519C00200000,AAPL,2023-05-19,200.0,call,2022-12-27,0.24,0.19,0.24,2,0.24,1695,0.24,0.24,0.20634,0.02946,0.00339,-0.00514,0.06429,0.3917808219178082 -1029,AAPL230519P00200000,AAPL,2023-05-19,200.0,put,2022-12-27,70.9,69.6,70.25,2,70.95,0,70.95,70.9,1.0458,-0.52317,0.00397,-0.12234,0.38208,0.3917808219178082 -1030,AAPL230519C00205000,AAPL,2023-05-19,205.0,call,2022-12-27,0.21,0.14,0.19,2,0.21,379,0.21,0.21,0.21381,0.0226,0.00262,-0.00423,0.05152,0.3917808219178082 -1031,AAPL230519P00205000,AAPL,2023-05-19,205.0,put,2022-12-27,73.8,74.6,75.25,2,73.8,0,73.8,73.8,1.078,-0.52915,0.00385,-0.12582,0.3817,0.3917808219178082 -1032,AAPL230519C00210000,AAPL,2023-05-19,210.0,call,2022-12-27,0.22,0.1,0.15,1,0.22,1511,0.22,0.22,0.22022,0.0172,0.00202,-0.00344,0.04086,0.3917808219178082 -1033,AAPL230519P00210000,AAPL,2023-05-19,210.0,put,2022-12-27,65.9,79.6,80.25,2,65.95,0,65.95,65.9,1.10889,-0.53456,0.00374,-0.1291,0.38129,0.3917808219178082 -1034,AAPL230519C00215000,AAPL,2023-05-19,215.0,call,2022-12-27,0.33,0.08,0.13,448,0.37,589,0.37,0.33,0.22915,0.01421,0.00164,-0.00302,0.03468,0.3917808219178082 -1035,AAPL230519P00215000,AAPL,2023-05-19,215.0,put,2022-12-27,72.0,84.65,85.25,1,72.0,0,72.0,72.0,1.13926,-0.5393,0.00363,-0.13232,0.38087,0.3917808219178082 -1036,AAPL230519C00220000,AAPL,2023-05-19,220.0,call,2022-12-27,0.13,0.06,0.14,17,0.12,46,0.13,0.11,0.24136,0.01303,0.00145,-0.00293,0.03218,0.3917808219178082 -1037,AAPL230519P00220000,AAPL,2023-05-19,220.0,put,2022-12-27,83.5,89.6,90.25,2,83.35,0,83.5,83.35,1.16718,-0.544,0.00354,-0.13518,0.3804,0.3917808219178082 -1038,AAPL230519C00225000,AAPL,2023-05-19,225.0,call,2022-12-27,0.11,0.04,0.12,3,0.11,31,0.11,0.11,0.24754,0.01042,0.00116,-0.00247,0.02649,0.3917808219178082 -1039,AAPL230519P00225000,AAPL,2023-05-19,225.0,put,2022-12-27,78.1,94.6,95.25,2,78.05,0,78.1,78.05,1.1948,-0.54812,0.00346,-0.13801,0.37994,0.3917808219178082 -1040,AAPL230519C00230000,AAPL,2023-05-19,230.0,call,2022-12-27,0.08,0.04,0.08,10,0.08,120,0.08,0.08,0.25135,0.0079,0.0009,-0.00196,0.02081,0.3917808219178082 -1041,AAPL230519P00230000,AAPL,2023-05-19,230.0,put,2022-12-27,87.95,99.6,100.25,2,88.2,0,88.2,87.95,1.2215,-0.55191,0.00338,-0.14072,0.37948,0.3917808219178082 -1042,AAPL230519C00235000,AAPL,2023-05-19,235.0,call,2022-12-27,0.11,0.03,0.07,199,0.11,200,0.11,0.11,0.25791,0.00655,0.00074,-0.0017,0.01763,0.3917808219178082 -1043,AAPL230519P00235000,AAPL,2023-05-19,235.0,put,2022-12-27,0.0,104.6,105.25,0,0.0,0,0.0,0.0,1.24737,-0.5554,0.0033,-0.14331,0.37903,0.3917808219178082 -1044,AAPL230519C00240000,AAPL,2023-05-19,240.0,call,2022-12-27,0.1,0.02,0.06,277,0.09,247,0.1,0.09,0.26287,0.00525,0.0006,-0.00142,0.01448,0.3917808219178082 -1045,AAPL230519P00240000,AAPL,2023-05-19,240.0,put,2022-12-27,107.25,109.6,110.25,1,107.25,0,107.25,107.25,1.27239,-0.55863,0.00323,-0.1458,0.37859,0.3917808219178082 -1046,AAPL230519C00245000,AAPL,2023-05-19,245.0,call,2022-12-27,0.03,0.02,0.05,50,0.03,54,0.03,0.03,0.26997,0.00453,0.00051,-0.00128,0.01271,0.3917808219178082 -1047,AAPL230519P00245000,AAPL,2023-05-19,245.0,put,2022-12-27,0.0,114.6,115.25,0,0.0,0,0.0,0.0,1.29673,-0.5616,0.00317,-0.14819,0.37815,0.3917808219178082 -1048,AAPL230519C00250000,AAPL,2023-05-19,250.0,call,2022-12-27,0.03,0.01,0.05,6,0.03,69,0.03,0.03,0.27615,0.00386,0.00043,-0.00113,0.01101,0.3917808219178082 -1049,AAPL230519P00250000,AAPL,2023-05-19,250.0,put,2022-12-27,113.8,119.6,120.25,4,113.8,0,113.8,113.75,1.3203,-0.56438,0.00311,-0.15048,0.37773,0.3917808219178082 -1050,AAPL230519C00255000,AAPL,2023-05-19,255.0,call,2022-12-27,0.04,0.01,0.04,4,0.04,128,0.04,0.04,0.28126,0.00321,0.00036,-0.00097,0.00934,0.3917808219178082 -1051,AAPL230519P00255000,AAPL,2023-05-19,255.0,put,2022-12-27,109.25,124.6,125.25,1,109.25,2,109.25,109.25,1.34327,-0.56695,0.00305,-0.1527,0.37732,0.3917808219178082 -1052,AAPL230519C00260000,AAPL,2023-05-19,260.0,call,2022-12-27,0.05,0.0,0.04,1,0.05,162,0.05,0.05,0.28492,0.00258,0.00029,-0.00081,0.00767,0.3917808219178082 -1053,AAPL230519P00260000,AAPL,2023-05-19,260.0,put,2022-12-27,0.0,129.6,130.25,0,0.0,0,0.0,0.0,1.36555,-0.56936,0.003,-0.15483,0.37693,0.3917808219178082 -1054,AAPL230519C00270000,AAPL,2023-05-19,270.0,call,2022-12-27,0.02,0.0,0.04,4,0.02,101,0.02,0.02,0.30338,0.00245,0.00026,-0.00082,0.0073,0.3917808219178082 -1055,AAPL230519P00270000,AAPL,2023-05-19,270.0,put,2022-12-27,119.9,139.6,140.25,1,119.9,0,119.9,119.9,1.4085,-0.57368,0.0029,-0.15888,0.37618,0.3917808219178082 -1056,AAPL230519C00280000,AAPL,2023-05-19,280.0,call,2022-12-27,0.02,0.0,0.04,1,0.02,119,0.02,0.02,0.32101,0.00233,0.00024,-0.00082,0.00698,0.3917808219178082 -1057,AAPL230519P00280000,AAPL,2023-05-19,280.0,put,2022-12-27,0.0,149.6,150.25,0,0.0,0,0.0,0.0,1.44932,-0.57747,0.00281,-0.16268,0.37549,0.3917808219178082 -1058,AAPL230519C00290000,AAPL,2023-05-19,290.0,call,2022-12-27,0.04,0.0,0.03,2,0.06,6,0.06,0.04,0.32948,0.00174,0.00018,-0.00065,0.00536,0.3917808219178082 -1059,AAPL230519P00290000,AAPL,2023-05-19,290.0,put,2022-12-27,0.0,159.55,160.25,0,0.0,0,0.0,0.0,1.48762,-0.58099,0.00274,-0.16614,0.37481,0.3917808219178082 -1060,AAPL230519C00300000,AAPL,2023-05-19,300.0,call,2022-12-27,0.01,0.0,0.03,1,0.01,269,0.01,0.01,0.34534,0.00167,0.00016,-0.00065,0.00516,0.3917808219178082 -1061,AAPL230519P00300000,AAPL,2023-05-19,300.0,put,2022-12-27,164.05,169.6,170.25,2,163.95,0,164.05,163.95,1.52561,-0.58369,0.00267,-0.16962,0.37427,0.3917808219178082 -1062,AAPL230616C00060000,AAPL,2023-06-16,60.0,call,2022-12-27,76.5,71.0,71.7,2,76.6,22879,76.6,76.5,4e-05,1.0,0.0,-0.00682,0.0,0.4684931506849315 -1063,AAPL230616P00060000,AAPL,2023-06-16,60.0,put,2022-12-27,0.3,0.28,0.3,226,0.3,14082,0.31,0.29,0.66998,-0.01043,0.00039,-0.00546,0.02901,0.4684931506849315 -1064,AAPL230616C00065000,AAPL,2023-06-16,65.0,call,2022-12-27,66.0,66.2,66.95,2,66.0,3269,66.0,66.0,4e-05,1.0,0.0,-0.00739,0.0,0.4684931506849315 -1065,AAPL230616P00065000,AAPL,2023-06-16,65.0,put,2022-12-27,0.4,0.35,0.43,1,0.4,8677,0.4,0.4,0.64709,-0.01406,0.00053,-0.00682,0.03758,0.4684931506849315 -1066,AAPL230616C00070000,AAPL,2023-06-16,70.0,call,2022-12-27,62.35,61.5,62.2,3,62.35,3485,62.35,62.35,4e-05,1.0,0.0,-0.00795,0.0,0.4684931506849315 -1067,AAPL230616P00070000,AAPL,2023-06-16,70.0,put,2022-12-27,0.57,0.55,0.58,5,0.61,13751,0.61,0.56,0.63557,-0.01984,0.00072,-0.00896,0.05045,0.4684931506849315 -1068,AAPL230616C00075000,AAPL,2023-06-16,75.0,call,2022-12-27,62.43,56.8,57.5,6,61.08,2335,62.95,61.08,4e-05,1.0,0.0,-0.00852,0.0,0.4684931506849315 -1069,AAPL230616P00075000,AAPL,2023-06-16,75.0,put,2022-12-27,0.77,0.76,0.79,22,0.8,6423,0.83,0.77,0.62168,-0.02673,0.00095,-0.01122,0.06484,0.4684931506849315 -1070,AAPL230616C00080000,AAPL,2023-06-16,80.0,call,2022-12-27,53.55,52.25,52.9,2,53.55,1157,53.55,53.55,4e-05,1.0,0.0,-0.00909,0.0,0.4684931506849315 -1071,AAPL230616P00080000,AAPL,2023-06-16,80.0,put,2022-12-27,1.02,1.02,1.11,487,1.01,6906,1.13,1.01,0.61146,-0.03575,0.00123,-0.01399,0.08249,0.4684931506849315 -1072,AAPL230616C00085000,AAPL,2023-06-16,85.0,call,2022-12-27,48.4,47.7,48.3,10,48.4,483,48.4,48.4,4e-05,1.0,0.0,-0.00966,0.0,0.4684931506849315 -1073,AAPL230616P00085000,AAPL,2023-06-16,85.0,put,2022-12-27,1.39,1.36,1.44,154,1.4,2950,1.43,1.37,0.59872,-0.0461,0.00154,-0.01677,0.10139,0.4684931506849315 -1074,AAPL230616C00090000,AAPL,2023-06-16,90.0,call,2022-12-27,45.05,43.35,43.95,4,45.05,2552,45.05,45.05,4e-05,1.0,0.0,-0.01023,0.0,0.4684931506849315 -1075,AAPL230616P00090000,AAPL,2023-06-16,90.0,put,2022-12-27,1.78,1.8,1.87,177,1.72,18665,1.95,1.72,0.58857,-0.05891,0.0019,-0.01994,0.12318,0.4684931506849315 -1076,AAPL230616C00095000,AAPL,2023-06-16,95.0,call,2022-12-27,40.3,39.0,39.55,12,40.3,859,40.3,40.3,4e-05,1.0,0.0,-0.01079,0.0,0.4684931506849315 -1077,AAPL230616P00095000,AAPL,2023-06-16,95.0,put,2022-12-27,2.39,2.35,2.44,118,2.39,11498,2.51,2.37,0.58094,-0.07446,0.00231,-0.02349,0.14769,0.4684931506849315 -1078,AAPL230616C00100000,AAPL,2023-06-16,100.0,call,2022-12-27,35.42,34.85,35.4,49,35.6,6802,35.6,33.91,4e-05,1.0,0.0,-0.01136,0.0,0.4684931506849315 -1079,AAPL230616P00100000,AAPL,2023-06-16,100.0,put,2022-12-27,3.1,3.0,3.15,362,2.97,33966,3.3,2.97,0.574,-0.09251,0.00275,-0.02719,0.17387,0.4684931506849315 -1080,AAPL230616C00105000,AAPL,2023-06-16,105.0,call,2022-12-27,31.25,30.8,31.25,781,29.95,509,31.25,29.95,4e-05,1.0,0.0,-0.01193,0.0,0.4684931506849315 -1081,AAPL230616P00105000,AAPL,2023-06-16,105.0,put,2022-12-27,3.95,3.85,4.0,71,4.05,12381,4.05,3.85,0.56942,-0.11357,0.00322,-0.03114,0.20182,0.4684931506849315 -1082,AAPL230616C00110000,AAPL,2023-06-16,110.0,call,2022-12-27,27.4,26.9,27.3,7,26.7,4000,27.4,26.7,4e-05,1.0,0.0,-0.0125,0.0,0.4684931506849315 -1083,AAPL230616P00110000,AAPL,2023-06-16,110.0,put,2022-12-27,4.95,4.9,5.05,128,4.9,18511,5.3,4.9,0.56728,-0.13762,0.0037,-0.03527,0.23078,0.4684931506849315 -1084,AAPL230616C00115000,AAPL,2023-06-16,115.0,call,2022-12-27,23.0,23.25,23.6,9,23.0,1456,23.0,23.0,4e-05,1.0,0.0,-0.01307,0.0,0.4684931506849315 -1085,AAPL230616P00115000,AAPL,2023-06-16,115.0,put,2022-12-27,6.25,6.15,6.35,91,6.05,9806,6.55,6.05,0.56736,-0.16441,0.00416,-0.03947,0.25981,0.4684931506849315 -1086,AAPL230616C00120000,AAPL,2023-06-16,120.0,call,2022-12-27,20.26,19.95,20.2,22,19.68,2214,20.26,19.5,4e-05,1.0,0.0,-0.01363,0.0,0.4684931506849315 -1087,AAPL230616P00120000,AAPL,2023-06-16,120.0,put,2022-12-27,7.65,7.7,7.85,451,7.56,20667,8.2,7.56,0.56973,-0.19354,0.00459,-0.04364,0.28792,0.4684931506849315 -1088,AAPL230616C00125000,AAPL,2023-06-16,125.0,call,2022-12-27,16.95,16.8,17.0,119,17.4,2163,17.45,16.2,4e-05,1.0,0.0,-0.0142,0.0,0.4684931506849315 -1089,AAPL230616P00125000,AAPL,2023-06-16,125.0,put,2022-12-27,9.37,9.45,9.6,267,9.34,10404,10.01,9.34,0.57293,-0.22418,0.00498,-0.04753,0.31398,0.4684931506849315 -1090,AAPL230616C00130000,AAPL,2023-06-16,130.0,call,2022-12-27,14.05,14.0,14.15,2995,14.5,5303,14.5,13.4,4e-05,1.0,0.0,-0.01477,0.0,0.4684931506849315 -1091,AAPL230616P00130000,AAPL,2023-06-16,130.0,put,2022-12-27,11.6,11.5,11.75,3244,11.3,64189,12.2,11.3,0.58056,-0.25633,0.00529,-0.05146,0.33779,0.4684931506849315 -1092,AAPL230616C00135000,AAPL,2023-06-16,135.0,call,2022-12-27,11.5,11.4,11.55,793,11.78,4248,11.8,10.97,4e-05,1.0,0.0,-0.01534,0.0,0.4684931506849315 -1093,AAPL230616P00135000,AAPL,2023-06-16,135.0,put,2022-12-27,13.85,13.9,14.15,329,14.0,31699,14.51,13.85,0.59055,-0.28875,0.00551,-0.05515,0.35838,0.4684931506849315 -1094,AAPL230616C00140000,AAPL,2023-06-16,140.0,call,2022-12-27,9.2,9.15,9.3,515,9.5,29203,9.5,8.7,4e-05,1.0,0.0,-0.01591,0.0,0.4684931506849315 -1095,AAPL230616P00140000,AAPL,2023-06-16,140.0,put,2022-12-27,16.55,16.6,16.9,108,16.72,45749,17.11,16.5,0.60345,-0.32068,0.00565,-0.05864,0.37549,0.4684931506849315 -1096,AAPL230616C00145000,AAPL,2023-06-16,145.0,call,2022-12-27,7.3,7.25,7.45,768,7.3,14292,7.45,7.03,4e-05,1.0,0.0,-0.01647,0.0,0.4684931506849315 -1097,AAPL230616P00145000,AAPL,2023-06-16,145.0,put,2022-12-27,19.52,19.7,20.0,186,19.8,20556,20.6,19.52,0.62069,-0.35126,0.0057,-0.0621,0.38909,0.4684931506849315 -1098,AAPL230616C00150000,AAPL,2023-06-16,150.0,call,2022-12-27,5.66,5.6,5.75,829,5.9,21297,5.9,5.35,4e-05,1.0,0.0,-0.01704,0.0,0.4684931506849315 -1099,AAPL230616P00150000,AAPL,2023-06-16,150.0,put,2022-12-27,23.21,23.25,23.5,115,23.5,27597,24.1,22.98,0.64358,-0.37952,0.00564,-0.06571,0.39929,0.4684931506849315 -1100,AAPL230616C00155000,AAPL,2023-06-16,155.0,call,2022-12-27,4.35,4.25,4.45,548,4.4,16931,4.45,4.08,0.09449,0.54558,0.03998,-0.02064,0.41579,0.4684931506849315 -1101,AAPL230616P00155000,AAPL,2023-06-16,155.0,put,2022-12-27,27.11,26.85,27.25,69,27.57,11381,27.57,26.82,0.66555,-0.40538,0.00555,-0.06883,0.4067,0.4684931506849315 -1102,AAPL230616C00160000,AAPL,2023-06-16,160.0,call,2022-12-27,3.35,3.2,3.4,464,3.4,29333,3.49,3.1,0.12035,0.38985,0.03038,-0.02068,0.40247,0.4684931506849315 -1103,AAPL230616P00160000,AAPL,2023-06-16,160.0,put,2022-12-27,31.1,30.9,31.35,64,32.1,11007,32.1,31.1,0.69324,-0.42797,0.0054,-0.07227,0.41168,0.4684931506849315 -1104,AAPL230616C00165000,AAPL,2023-06-16,165.0,call,2022-12-27,2.58,2.43,2.53,379,2.5,11769,2.58,2.35,0.13798,0.28825,0.02358,-0.01926,0.35808,0.4684931506849315 -1105,AAPL230616P00165000,AAPL,2023-06-16,165.0,put,2022-12-27,35.45,35.2,35.7,33,36.1,5726,36.1,34.85,0.72346,-0.44747,0.00521,-0.07573,0.41489,0.4684931506849315 -1106,AAPL230616C00170000,AAPL,2023-06-16,170.0,call,2022-12-27,1.9,1.82,1.91,411,1.96,20624,1.96,1.77,0.15194,0.21619,0.01839,-0.01727,0.30751,0.4684931506849315 -1107,AAPL230616P00170000,AAPL,2023-06-16,170.0,put,2022-12-27,40.38,39.8,40.45,1,40.38,8416,40.38,40.38,0.75886,-0.46331,0.00499,-0.07962,0.41675,0.4684931506849315 -1108,AAPL230616C00175000,AAPL,2023-06-16,175.0,call,2022-12-27,1.42,1.37,1.48,229,1.61,30868,1.61,1.33,0.1643,0.16461,0.01438,-0.01524,0.26002,0.4684931506849315 -1109,AAPL230616P00175000,AAPL,2023-06-16,175.0,put,2022-12-27,45.0,44.6,45.35,4,45.05,3779,45.05,45.0,0.79578,-0.47636,0.00477,-0.08357,0.41779,0.4684931506849315 -1110,AAPL230616C00180000,AAPL,2023-06-16,180.0,call,2022-12-27,1.04,1.02,1.1,2638,1.16,25254,1.16,1.0,0.17345,0.12397,0.01125,-0.01296,0.21471,0.4684931506849315 -1111,AAPL230616P00180000,AAPL,2023-06-16,180.0,put,2022-12-27,49.81,49.55,50.35,2564,50.0,13093,50.95,49.81,0.8334,-0.48708,0.00456,-0.08752,0.4183,0.4684931506849315 -1112,AAPL230616C00185000,AAPL,2023-06-16,185.0,call,2022-12-27,0.82,0.77,0.82,91,0.91,11821,0.91,0.76,0.18185,0.09399,0.00879,-0.01093,0.17592,0.4684931506849315 -1113,AAPL230616P00185000,AAPL,2023-06-16,185.0,put,2022-12-27,53.26,54.55,55.35,3,53.26,9,53.26,53.26,0.86948,-0.49633,0.00437,-0.09124,0.4185,0.4684931506849315 -1114,AAPL230616C00190000,AAPL,2023-06-16,190.0,call,2022-12-27,0.61,0.59,0.65,430,0.64,9633,0.64,0.57,0.19093,0.07326,0.00694,-0.00937,0.14586,0.4684931506849315 -1115,AAPL230616P00190000,AAPL,2023-06-16,190.0,put,2022-12-27,56.6,59.55,60.3,8,56.6,199,56.6,56.5,0.90313,-0.50466,0.00421,-0.09463,0.41849,0.4684931506849315 -1116,AAPL230616C00195000,AAPL,2023-06-16,195.0,call,2022-12-27,0.48,0.45,0.49,21,0.48,40618,0.48,0.45,0.19787,0.05613,0.00545,-0.0078,0.11858,0.4684931506849315 -1117,AAPL230616P00195000,AAPL,2023-06-16,195.0,put,2022-12-27,64.28,64.55,65.3,5,64.28,3,64.28,64.28,0.93578,-0.51192,0.00406,-0.09788,0.41834,0.4684931506849315 -1118,AAPL230616C00200000,AAPL,2023-06-16,200.0,call,2022-12-27,0.37,0.35,0.39,80,0.39,13337,0.39,0.35,0.2055,0.04418,0.00433,-0.00663,0.09799,0.4684931506849315 -1119,AAPL230616P00200000,AAPL,2023-06-16,200.0,put,2022-12-27,69.06,69.5,70.35,3,68.95,233,69.14,68.95,0.96699,-0.5184,0.00393,-0.10093,0.41808,0.4684931506849315 -1120,AAPL230616C00210000,AAPL,2023-06-16,210.0,call,2022-12-27,0.23,0.19,0.25,17,0.25,11397,0.25,0.22,0.21732,0.02671,0.00271,-0.00457,0.06481,0.4684931506849315 -1121,AAPL230616P00210000,AAPL,2023-06-16,210.0,put,2022-12-27,78.55,79.55,80.3,10,78.55,171,78.55,78.55,1.02558,-0.52952,0.0037,-0.10652,0.41738,0.4684931506849315 -1122,AAPL230616C00220000,AAPL,2023-06-16,220.0,call,2022-12-27,0.14,0.12,0.15,17,0.17,7375,0.17,0.14,0.22816,0.01657,0.00172,-0.00316,0.04327,0.4684931506849315 -1123,AAPL230616P00220000,AAPL,2023-06-16,220.0,put,2022-12-27,80.95,89.55,90.3,1,80.95,0,80.95,80.95,1.07983,-0.53867,0.00351,-0.11156,0.41656,0.4684931506849315 -1124,AAPL230616C00230000,AAPL,2023-06-16,230.0,call,2022-12-27,0.11,0.1,0.12,7,0.1,4430,0.11,0.1,0.24601,0.01294,0.00129,-0.00273,0.03498,0.4684931506849315 -1125,AAPL230616P00230000,AAPL,2023-06-16,230.0,put,2022-12-27,90.07,99.55,100.3,2,90.06,0,90.07,90.06,1.13041,-0.54631,0.00334,-0.11615,0.4157,0.4684931506849315 -1126,AAPL230616C00240000,AAPL,2023-06-16,240.0,call,2022-12-27,0.09,0.04,0.09,3,0.09,7781,0.09,0.09,0.25219,0.00785,0.00081,-0.0018,0.02262,0.4684931506849315 -1127,AAPL230616P00240000,AAPL,2023-06-16,240.0,put,2022-12-27,89.45,109.55,110.35,10,89.45,0,89.45,89.45,1.1784,-0.55258,0.0032,-0.12043,0.41488,0.4684931506849315 -1128,AAPL230616C00250000,AAPL,2023-06-16,250.0,call,2022-12-27,0.05,0.05,0.07,60,0.06,13579,0.06,0.05,0.2702,0.00688,0.00068,-0.0017,0.02013,0.4684931506849315 -1129,AAPL230616P00250000,AAPL,2023-06-16,250.0,put,2022-12-27,107.9,119.55,120.35,1,107.9,0,107.9,107.9,1.22303,-0.55809,0.00308,-0.1243,0.41408,0.4684931506849315 -1130,AAPL230616C00260000,AAPL,2023-06-16,260.0,call,2022-12-27,0.05,0.02,0.07,20,0.05,5617,0.05,0.05,0.28072,0.00511,0.0005,-0.00135,0.01547,0.4684931506849315 -1131,AAPL230616P00260000,AAPL,2023-06-16,260.0,put,2022-12-27,110.1,129.55,130.35,20,112.29,0,112.29,110.1,1.2653,-0.56281,0.00297,-0.12789,0.41332,0.4684931506849315 -1132,AAPL230616C00270000,AAPL,2023-06-16,270.0,call,2022-12-27,0.02,0.02,0.05,10,0.02,2361,0.02,0.02,0.29125,0.00393,0.00038,-0.00111,0.01225,0.4684931506849315 -1133,AAPL230616P00270000,AAPL,2023-06-16,270.0,put,2022-12-27,120.55,139.5,140.35,1,120.55,0,120.55,120.55,1.30482,-0.56707,0.00287,-0.13116,0.41259,0.4684931506849315 -1134,AAPL230616C00280000,AAPL,2023-06-16,280.0,call,2022-12-27,0.03,0.01,0.04,2,0.05,3642,0.05,0.03,0.29835,0.00282,0.00028,-0.00084,0.00908,0.4684931506849315 -1135,AAPL230616P00280000,AAPL,2023-06-16,280.0,put,2022-12-27,130.12,149.5,150.3,20,132.57,0,132.69,130.12,1.34243,-0.57079,0.00279,-0.13421,0.41192,0.4684931506849315 -1136,AAPL230616C00290000,AAPL,2023-06-16,290.0,call,2022-12-27,0.01,0.0,0.04,1,0.01,2147,0.01,0.01,0.30781,0.00224,0.00022,-0.0007,0.00736,0.4684931506849315 -1137,AAPL230616P00290000,AAPL,2023-06-16,290.0,put,2022-12-27,139.85,159.5,160.3,2,139.75,0,139.85,139.75,1.3789,-0.57386,0.00271,-0.13715,0.41133,0.4684931506849315 -1138,AAPL230616C00300000,AAPL,2023-06-16,300.0,call,2022-12-27,0.03,0.01,0.03,33,0.02,14225,0.03,0.02,0.32261,0.00214,0.0002,-0.0007,0.00709,0.4684931506849315 -1139,AAPL230616P00300000,AAPL,2023-06-16,300.0,put,2022-12-27,155.15,169.5,170.3,2,155.2,0,155.2,155.15,1.41384,-0.57653,0.00264,-0.13993,0.4108,0.4684931506849315 -1140,AAPL230721C00050000,AAPL,2023-07-21,50.0,call,2022-12-27,81.25,80.8,81.7,2,81.1,6,81.25,81.1,4e-05,1.0,0.0,-0.00566,0.0,0.5643835616438356 -1141,AAPL230721P00050000,AAPL,2023-07-21,50.0,put,2022-12-27,0.17,0.16,0.19,206,0.19,551,0.19,0.17,0.67173,-0.00601,0.00022,-0.00307,0.01961,0.5643835616438356 -1142,AAPL230721C00055000,AAPL,2023-07-21,55.0,call,2022-12-27,82.25,76.0,76.9,2,82.3,2,82.3,82.25,4e-05,1.0,0.0,-0.00622,0.0,0.5643835616438356 -1143,AAPL230721P00055000,AAPL,2023-07-21,55.0,put,2022-12-27,0.25,0.24,0.28,4,0.25,684,0.25,0.25,0.65365,-0.00882,0.00032,-0.00418,0.02749,0.5643835616438356 -1144,AAPL230721C00060000,AAPL,2023-07-21,60.0,call,2022-12-27,78.15,71.25,72.15,2,78.25,2538,78.25,78.15,4e-05,1.0,0.0,-0.00679,0.0,0.5643835616438356 -1145,AAPL230721P00060000,AAPL,2023-07-21,60.0,put,2022-12-27,0.37,0.35,0.39,11,0.36,6522,0.37,0.36,0.63587,-0.01242,0.00044,-0.00546,0.03706,0.5643835616438356 -1146,AAPL230721C00065000,AAPL,2023-07-21,65.0,call,2022-12-27,84.8,66.55,67.4,2,85.0,406,85.0,84.8,4e-05,1.0,0.0,-0.00736,0.0,0.5643835616438356 -1147,AAPL230721P00065000,AAPL,2023-07-21,65.0,put,2022-12-27,0.51,0.49,0.53,1,0.51,366,0.51,0.51,0.61863,-0.01696,0.00059,-0.00692,0.04845,0.5643835616438356 -1148,AAPL230721C00070000,AAPL,2023-07-21,70.0,call,2022-12-27,63.3,61.9,62.7,2,63.3,236,63.3,63.3,4e-05,1.0,0.0,-0.00792,0.0,0.5643835616438356 -1149,AAPL230721P00070000,AAPL,2023-07-21,70.0,put,2022-12-27,0.7,0.68,0.72,1,0.7,1410,0.7,0.7,0.60436,-0.02291,0.00078,-0.00869,0.06254,0.5643835616438356 -1150,AAPL230721C00075000,AAPL,2023-07-21,75.0,call,2022-12-27,81.0,57.3,58.2,2,80.9,79,81.0,80.9,4e-05,1.0,0.0,-0.00849,0.0,0.5643835616438356 -1151,AAPL230721P00075000,AAPL,2023-07-21,75.0,put,2022-12-27,0.94,0.92,0.97,31,0.94,2598,0.94,0.94,0.59155,-0.03038,0.00101,-0.01072,0.07916,0.5643835616438356 -1152,AAPL230721C00080000,AAPL,2023-07-21,80.0,call,2022-12-27,57.31,52.8,53.5,2,57.31,48,57.31,57.31,4e-05,1.0,0.0,-0.00905,0.0,0.5643835616438356 -1153,AAPL230721P00080000,AAPL,2023-07-21,80.0,put,2022-12-27,1.24,1.24,1.28,74,1.26,3270,1.32,1.24,0.58033,-0.03963,0.00128,-0.01302,0.09848,0.5643835616438356 -1154,AAPL230721C00085000,AAPL,2023-07-21,85.0,call,2022-12-27,49.4,48.45,49.05,1,49.4,38,49.4,49.4,4e-05,1.0,0.0,-0.00962,0.0,0.5643835616438356 -1155,AAPL230721P00085000,AAPL,2023-07-21,85.0,put,2022-12-27,1.67,1.64,1.74,8,1.64,990,1.67,1.64,0.57316,-0.05147,0.0016,-0.0158,0.12153,0.5643835616438356 -1156,AAPL230721C00090000,AAPL,2023-07-21,90.0,call,2022-12-27,44.31,44.1,44.75,31,44.3,979,44.31,43.65,4e-05,1.0,0.0,-0.01018,0.0,0.5643835616438356 -1157,AAPL230721P00090000,AAPL,2023-07-21,90.0,put,2022-12-27,2.15,2.14,2.25,85,2.1,1727,2.27,2.1,0.56477,-0.06503,0.00195,-0.01861,0.14604,0.5643835616438356 -1158,AAPL230721C00095000,AAPL,2023-07-21,95.0,call,2022-12-27,41.15,39.9,40.45,2,41.15,364,41.15,41.15,4e-05,1.0,0.0,-0.01075,0.0,0.5643835616438356 -1159,AAPL230721P00095000,AAPL,2023-07-21,95.0,put,2022-12-27,2.78,2.76,2.85,227,2.86,1233,2.87,2.78,0.55698,-0.08076,0.00233,-0.02155,0.17241,0.5643835616438356 -1160,AAPL230721C00100000,AAPL,2023-07-21,100.0,call,2022-12-27,36.05,35.75,36.25,14,36.05,131,36.05,36.05,4e-05,1.0,0.0,-0.01132,0.0,0.5643835616438356 -1161,AAPL230721P00100000,AAPL,2023-07-21,100.0,put,2022-12-27,3.55,3.5,3.65,135,3.45,1135,3.7,3.45,0.5518,-0.09932,0.00275,-0.02476,0.20107,0.5643835616438356 -1162,AAPL230721C00105000,AAPL,2023-07-21,105.0,call,2022-12-27,33.32,31.85,32.4,2,33.23,25,33.32,33.23,4e-05,1.0,0.0,-0.01188,0.0,0.5643835616438356 -1163,AAPL230721P00105000,AAPL,2023-07-21,105.0,put,2022-12-27,4.5,4.4,4.6,2,4.5,460,4.5,4.5,0.54775,-0.12033,0.00318,-0.02803,0.23078,0.5643835616438356 -1164,AAPL230721C00110000,AAPL,2023-07-21,110.0,call,2022-12-27,28.15,28.1,28.4,23,28.26,224,28.3,28.15,4e-05,1.0,0.0,-0.01245,0.0,0.5643835616438356 -1165,AAPL230721P00110000,AAPL,2023-07-21,110.0,put,2022-12-27,5.65,5.5,5.7,19,5.5,1098,5.88,5.5,0.54485,-0.14372,0.00361,-0.03131,0.26088,0.5643835616438356 -1166,AAPL230721C00115000,AAPL,2023-07-21,115.0,call,2022-12-27,24.45,24.5,24.8,5,24.45,308,24.45,24.45,4e-05,1.0,0.0,-0.01301,0.0,0.5643835616438356 -1167,AAPL230721P00115000,AAPL,2023-07-21,115.0,put,2022-12-27,6.95,6.85,7.0,330,7.25,1518,7.25,6.95,0.5444,-0.16964,0.00403,-0.03464,0.29098,0.5643835616438356 -1168,AAPL230721C00120000,AAPL,2023-07-21,120.0,call,2022-12-27,21.5,21.15,21.5,71,21.45,326,21.5,20.9,4e-05,1.0,0.0,-0.01358,0.0,0.5643835616438356 -1169,AAPL230721P00120000,AAPL,2023-07-21,120.0,put,2022-12-27,8.48,8.4,8.6,160,8.55,1647,8.75,8.31,0.54623,-0.19765,0.00442,-0.03795,0.32007,0.5643835616438356 -1170,AAPL230721C00125000,AAPL,2023-07-21,125.0,call,2022-12-27,18.46,18.05,18.4,97,18.25,940,18.46,18.1,4e-05,1.0,0.0,-0.01414,0.0,0.5643835616438356 -1171,AAPL230721P00125000,AAPL,2023-07-21,125.0,put,2022-12-27,10.35,10.2,10.4,61,10.8,3274,10.8,10.35,0.54905,-0.22698,0.00477,-0.04104,0.34705,0.5643835616438356 -1172,AAPL230721C00130000,AAPL,2023-07-21,130.0,call,2022-12-27,15.6,15.25,15.45,77,15.15,1155,15.6,15.0,4e-05,1.0,0.0,-0.01471,0.0,0.5643835616438356 -1173,AAPL230721P00130000,AAPL,2023-07-21,130.0,put,2022-12-27,12.4,12.3,12.5,149,12.7,2185,12.71,12.26,0.55485,-0.25744,0.00505,-0.04405,0.37158,0.5643835616438356 -1174,AAPL230721C00135000,AAPL,2023-07-21,135.0,call,2022-12-27,12.76,12.7,12.9,73,12.85,1538,12.95,12.5,4e-05,1.0,0.0,-0.01528,0.0,0.5643835616438356 -1175,AAPL230721P00135000,AAPL,2023-07-21,135.0,put,2022-12-27,14.75,14.65,14.9,586,14.6,2033,14.91,14.6,0.56248,-0.28815,0.00527,-0.04684,0.39294,0.5643835616438356 -1176,AAPL230721C00140000,AAPL,2023-07-21,140.0,call,2022-12-27,10.58,10.4,10.6,216,10.55,1196,10.58,10.15,4e-05,1.0,0.0,-0.01584,0.0,0.5643835616438356 -1177,AAPL230721P00140000,AAPL,2023-07-21,140.0,put,2022-12-27,17.6,17.3,17.7,141,17.09,6051,17.8,17.09,0.57384,-0.31852,0.0054,-0.04958,0.41097,0.5643835616438356 -1178,AAPL230721C00145000,AAPL,2023-07-21,145.0,call,2022-12-27,8.66,8.4,8.6,141,8.4,1382,8.66,8.25,4e-05,1.0,0.0,-0.01641,0.0,0.5643835616438356 -1179,AAPL230721P00145000,AAPL,2023-07-21,145.0,put,2022-12-27,20.53,20.35,20.65,11,19.72,2225,20.64,19.72,0.58704,-0.34773,0.00547,-0.0521,0.42548,0.5643835616438356 -1180,AAPL230721C00150000,AAPL,2023-07-21,150.0,call,2022-12-27,6.85,6.65,6.9,135,7.05,1356,7.05,6.56,0.05718,0.83824,0.03722,-0.01796,0.28217,0.5643835616438356 -1181,AAPL230721P00150000,AAPL,2023-07-21,150.0,put,2022-12-27,24.11,23.65,24.05,6,24.29,1632,24.29,23.9,0.60398,-0.37513,0.00545,-0.05461,0.43667,0.5643835616438356 -1182,AAPL230721C00155000,AAPL,2023-07-21,155.0,call,2022-12-27,5.45,5.25,5.45,73,5.3,1676,5.45,5.25,0.10227,0.56026,0.03349,-0.02057,0.45411,0.5643835616438356 -1183,AAPL230721P00155000,AAPL,2023-07-21,155.0,put,2022-12-27,27.74,27.3,27.8,12,28.29,1551,28.29,27.25,0.62481,-0.40005,0.00537,-0.05719,0.44487,0.5643835616438356 -1184,AAPL230721C00160000,AAPL,2023-07-21,160.0,call,2022-12-27,4.15,4.05,4.3,84,4.28,1807,4.3,4.0,0.12493,0.42126,0.02719,-0.02063,0.45039,0.5643835616438356 -1185,AAPL230721P00160000,AAPL,2023-07-21,160.0,put,2022-12-27,31.15,31.2,31.85,8,31.7,1412,31.7,31.12,0.64823,-0.42224,0.00524,-0.05977,0.45061,0.5643835616438356 -1186,AAPL230721C00165000,AAPL,2023-07-21,165.0,call,2022-12-27,3.29,3.05,3.35,2,3.1,1771,3.29,3.1,0.13996,0.32301,0.02228,-0.01939,0.41338,0.5643835616438356 -1187,AAPL230721P00165000,AAPL,2023-07-21,165.0,put,2022-12-27,33.87,35.6,36.1,10,33.87,2633,33.87,33.87,0.67623,-0.44114,0.00507,-0.06261,0.45435,0.5643835616438356 -1188,AAPL230721C00170000,AAPL,2023-07-21,170.0,call,2022-12-27,2.45,2.43,2.56,22,2.5,1564,2.51,2.45,0.15316,0.25153,0.01808,-0.01781,0.36709,0.5643835616438356 -1189,AAPL230721P00170000,AAPL,2023-07-21,170.0,put,2022-12-27,39.25,39.95,40.5,10,39.25,3687,39.25,39.25,0.7024,-0.45808,0.00491,-0.06512,0.45682,0.5643835616438356 -1190,AAPL230721C00175000,AAPL,2023-07-21,175.0,call,2022-12-27,1.94,1.85,1.97,61,2.07,3714,2.07,1.89,0.16293,0.1951,0.0147,-0.01579,0.31756,0.5643835616438356 -1191,AAPL230721P00175000,AAPL,2023-07-21,175.0,put,2022-12-27,45.0,44.6,45.4,1,45.0,1134,45.0,45.0,0.73498,-0.47129,0.0047,-0.06818,0.45817,0.5643835616438356 -1192,AAPL230721C00180000,AAPL,2023-07-21,180.0,call,2022-12-27,1.49,1.45,1.51,117,1.57,2039,1.57,1.4,0.172,0.15262,0.01191,-0.01387,0.27158,0.5643835616438356 -1193,AAPL230721P00180000,AAPL,2023-07-21,180.0,put,2022-12-27,49.82,49.45,50.4,45,49.35,49,49.97,49.33,0.76862,-0.48213,0.0045,-0.0713,0.4589,0.5643835616438356 -1194,AAPL230721C00185000,AAPL,2023-07-21,185.0,call,2022-12-27,1.11,1.11,1.17,53,1.27,1334,1.27,1.1,0.17963,0.11917,0.00962,-0.01197,0.22921,0.5643835616438356 -1195,AAPL230721P00185000,AAPL,2023-07-21,185.0,put,2022-12-27,53.56,54.55,55.45,1,53.56,0,53.56,53.56,0.80372,-0.49072,0.00431,-0.07453,0.45924,0.5643835616438356 -1196,AAPL230721C00190000,AAPL,2023-07-21,190.0,call,2022-12-27,0.88,0.85,0.9,54,0.85,2912,0.88,0.85,0.1862,0.09285,0.00775,-0.01019,0.19136,0.5643835616438356 -1197,AAPL230721P00190000,AAPL,2023-07-21,190.0,put,2022-12-27,54.65,59.55,60.2,640,54.0,0,54.65,54.0,0.83271,-0.49951,0.00416,-0.07707,0.45936,0.5643835616438356 -1198,AAPL230721C00195000,AAPL,2023-07-21,195.0,call,2022-12-27,0.69,0.66,0.71,1,0.69,1046,0.69,0.69,0.19299,0.07339,0.00627,-0.00873,0.16032,0.5643835616438356 -1199,AAPL230721P00195000,AAPL,2023-07-21,195.0,put,2022-12-27,59.5,64.45,65.4,280,59.5,0,59.5,59.5,0.86407,-0.50626,0.00401,-0.07985,0.4593,0.5643835616438356 -1200,AAPL230721C00200000,AAPL,2023-07-21,200.0,call,2022-12-27,0.53,0.51,0.56,53,0.53,2694,0.55,0.52,0.19894,0.05791,0.00506,-0.0074,0.1334,0.5643835616438356 -1201,AAPL230721P00200000,AAPL,2023-07-21,200.0,put,2022-12-27,51.28,69.5,70.4,15,51.28,1,51.28,51.28,0.89359,-0.5124,0.00388,-0.08241,0.45914,0.5643835616438356 -1202,AAPL230721C00205000,AAPL,2023-07-21,205.0,call,2022-12-27,0.43,0.4,0.46,4,0.43,384,0.43,0.43,0.2055,0.04672,0.00413,-0.00639,0.11247,0.5643835616438356 -1203,AAPL230721P00205000,AAPL,2023-07-21,205.0,put,2022-12-27,0.0,74.6,75.2,0,0.0,0,0.0,0.0,0.92022,-0.51842,0.00376,-0.08464,0.45887,0.5643835616438356 -1204,AAPL230721C00210000,AAPL,2023-07-21,210.0,call,2022-12-27,0.37,0.31,0.35,18,0.37,1838,0.37,0.37,0.20969,0.03643,0.00331,-0.00529,0.09193,0.5643835616438356 -1205,AAPL230721P00210000,AAPL,2023-07-21,210.0,put,2022-12-27,62.35,79.7,80.4,1,62.35,0,62.35,62.35,0.9502,-0.52245,0.00364,-0.08725,0.45863,0.5643835616438356 -1206,AAPL230721C00215000,AAPL,2023-07-21,215.0,call,2022-12-27,0.35,0.24,0.29,1,0.35,346,0.35,0.35,0.21519,0.02941,0.0027,-0.00451,0.07706,0.5643835616438356 -1207,AAPL230721P00215000,AAPL,2023-07-21,215.0,put,2022-12-27,0.0,84.55,85.2,0,0.0,0,0.0,0.0,0.97202,-0.52833,0.00356,-0.08892,0.4582,0.5643835616438356 -1208,AAPL230721C00220000,AAPL,2023-07-21,220.0,call,2022-12-27,0.21,0.2,0.24,4,0.21,5814,0.21,0.21,0.22129,0.02435,0.00224,-0.00394,0.06583,0.5643835616438356 -1209,AAPL230721P00220000,AAPL,2023-07-21,220.0,put,2022-12-27,71.62,89.45,90.2,1,71.62,0,71.62,71.62,0.99567,-0.5329,0.00347,-0.0908,0.4578,0.5643835616438356 -1210,AAPL230721C00225000,AAPL,2023-07-21,225.0,call,2022-12-27,0.26,0.16,0.2,1,0.26,67,0.26,0.26,0.2264,0.01994,0.00185,-0.00339,0.05562,0.5643835616438356 -1211,AAPL230721P00225000,AAPL,2023-07-21,225.0,put,2022-12-27,77.1,94.45,95.2,1,77.1,0,77.1,77.1,1.01963,-0.53672,0.00338,-0.09272,0.45741,0.5643835616438356 -1212,AAPL230721C00230000,AAPL,2023-07-21,230.0,call,2022-12-27,0.13,0.13,0.17,2,0.13,2514,0.13,0.13,0.23182,0.01662,0.00155,-0.00296,0.04762,0.5643835616438356 -1213,AAPL230721P00230000,AAPL,2023-07-21,230.0,put,2022-12-27,80.75,99.45,100.4,1,80.75,0,80.75,80.75,1.04496,-0.53948,0.0033,-0.09481,0.45711,0.5643835616438356 -1214,AAPL230721C00235000,AAPL,2023-07-21,235.0,call,2022-12-27,0.21,0.1,0.14,1,0.21,36,0.21,0.21,0.23556,0.01341,0.00127,-0.00249,0.0396,0.5643835616438356 -1215,AAPL230721P00235000,AAPL,2023-07-21,235.0,put,2022-12-27,0.0,104.45,105.2,0,0.0,0,0.0,0.0,1.06518,-0.54343,0.00323,-0.0963,0.45664,0.5643835616438356 -1216,AAPL230721C00240000,AAPL,2023-07-21,240.0,call,2022-12-27,0.11,0.08,0.12,2,0.11,556,0.11,0.11,0.24021,0.01118,0.00106,-0.00216,0.03381,0.5643835616438356 -1217,AAPL230721P00240000,AAPL,2023-07-21,240.0,put,2022-12-27,88.54,109.4,110.45,2,88.77,0,88.77,88.54,1.08913,-0.54562,0.00316,-0.09825,0.45635,0.5643835616438356 -1218,AAPL230721C00245000,AAPL,2023-07-21,245.0,call,2022-12-27,0.29,0.04,0.11,6,0.29,6,0.29,0.29,0.24158,0.00856,0.00084,-0.00171,0.0268,0.5643835616438356 -1219,AAPL230721P00245000,AAPL,2023-07-21,245.0,put,2022-12-27,112.3,114.4,115.45,1,112.3,0,112.3,112.3,1.11027,-0.54832,0.0031,-0.09986,0.45599,0.5643835616438356 -1220,AAPL230721C00250000,AAPL,2023-07-21,250.0,call,2022-12-27,0.08,0.04,0.09,2,0.08,899,0.08,0.08,0.24685,0.00738,0.00072,-0.00153,0.02351,0.5643835616438356 -1221,AAPL230721P00250000,AAPL,2023-07-21,250.0,put,2022-12-27,95.0,119.45,120.2,5,95.0,0,95.0,95.0,1.12865,-0.55155,0.00304,-0.10114,0.45552,0.5643835616438356 -1222,AAPL230721C00260000,AAPL,2023-07-21,260.0,call,2022-12-27,0.12,0.02,0.07,1,0.12,969,0.12,0.12,0.25433,0.00514,0.00051,-0.00114,0.01707,0.5643835616438356 -1223,AAPL230721P00260000,AAPL,2023-07-21,260.0,put,2022-12-27,118.38,129.4,130.45,4,118.34,0,118.38,118.21,1.17031,-0.55521,0.00293,-0.10435,0.45496,0.5643835616438356 -1224,AAPL230721C00270000,AAPL,2023-07-21,270.0,call,2022-12-27,0.05,0.01,0.06,1,0.05,815,0.05,0.05,0.26394,0.00395,0.00039,-0.00093,0.0135,0.5643835616438356 -1225,AAPL230721P00270000,AAPL,2023-07-21,270.0,put,2022-12-27,131.95,139.4,140.45,287,131.95,0,131.95,131.95,1.20785,-0.55897,0.00284,-0.10709,0.45433,0.5643835616438356 -1226,AAPL230721C00280000,AAPL,2023-07-21,280.0,call,2022-12-27,0.04,0.0,0.05,5,0.04,2558,0.04,0.04,0.27042,0.00283,0.00028,-0.0007,0.01001,0.5643835616438356 -1227,AAPL230721P00280000,AAPL,2023-07-21,280.0,put,2022-12-27,129.4,149.4,150.4,4,129.4,1,129.4,129.4,1.24302,-0.5624,0.00275,-0.10957,0.45373,0.5643835616438356 -1228,AAPL230915C00070000,AAPL,2023-09-15,70.0,call,2022-12-27,62.5,62.55,63.5,5,63.7,6045,63.75,62.5,4e-05,1.0,0.0,-0.00787,0.0,0.7178082191780822 -1229,AAPL230915P00070000,AAPL,2023-09-15,70.0,put,2022-12-27,0.98,0.96,1.0,66,0.93,7178,1.0,0.93,0.5756,-0.02853,0.00087,-0.00869,0.08475,0.7178082191780822 -1230,AAPL230915C00075000,AAPL,2023-09-15,75.0,call,2022-12-27,58.38,58.05,58.9,2,58.38,1401,58.38,58.38,4e-05,1.0,0.0,-0.00843,0.0,0.7178082191780822 -1231,AAPL230915P00075000,AAPL,2023-09-15,75.0,put,2022-12-27,1.33,1.26,1.35,22,1.3,4630,1.33,1.3,0.5653,-0.03716,0.00111,-0.01056,0.10538,0.7178082191780822 -1232,AAPL230915C00080000,AAPL,2023-09-15,80.0,call,2022-12-27,54.65,53.4,54.45,1,54.65,633,54.65,54.65,4e-05,1.0,0.0,-0.00899,0.0,0.7178082191780822 -1233,AAPL230915P00080000,AAPL,2023-09-15,80.0,put,2022-12-27,1.72,1.65,1.82,5,1.73,1792,1.74,1.72,0.55805,-0.04794,0.00138,-0.01274,0.1295,0.7178082191780822 -1234,AAPL230915C00085000,AAPL,2023-09-15,85.0,call,2022-12-27,49.25,49.3,50.15,3,50.7,708,50.7,49.25,4e-05,1.0,0.0,-0.00956,0.0,0.7178082191780822 -1235,AAPL230915P00085000,AAPL,2023-09-15,85.0,put,2022-12-27,2.22,2.13,2.26,78,2.24,2529,2.29,2.22,0.54714,-0.05959,0.00167,-0.01476,0.15386,0.7178082191780822 -1236,AAPL230915C00090000,AAPL,2023-09-15,90.0,call,2022-12-27,45.47,45.2,45.75,1,45.47,1385,45.47,45.47,4e-05,1.0,0.0,-0.01012,0.0,0.7178082191780822 -1237,AAPL230915P00090000,AAPL,2023-09-15,90.0,put,2022-12-27,2.79,2.73,2.86,3,2.87,2420,2.87,2.79,0.53982,-0.07379,0.00199,-0.01707,0.18154,0.7178082191780822 -1238,AAPL230915C00095000,AAPL,2023-09-15,95.0,call,2022-12-27,41.55,40.95,42.1,26,40.25,399,41.55,40.25,4e-05,1.0,0.0,-0.01068,0.0,0.7178082191780822 -1239,AAPL230915P00095000,AAPL,2023-09-15,95.0,put,2022-12-27,3.45,3.5,3.6,2,3.65,2405,3.65,3.45,0.53516,-0.09052,0.00235,-0.01962,0.21178,0.7178082191780822 -1240,AAPL230915C00100000,AAPL,2023-09-15,100.0,call,2022-12-27,37.0,37.2,37.55,19,37.0,3745,37.0,36.53,4e-05,1.0,0.0,-0.01124,0.0,0.7178082191780822 -1241,AAPL230915P00100000,AAPL,2023-09-15,100.0,put,2022-12-27,4.3,4.35,4.45,60,4.59,17213,4.59,4.3,0.52937,-0.10881,0.00271,-0.02204,0.24227,0.7178082191780822 -1242,AAPL230915C00105000,AAPL,2023-09-15,105.0,call,2022-12-27,33.7,33.3,33.7,21,33.4,545,33.81,33.4,4e-05,1.0,0.0,-0.0118,0.0,0.7178082191780822 -1243,AAPL230915P00105000,AAPL,2023-09-15,105.0,put,2022-12-27,5.39,5.35,5.5,6,5.66,4555,5.66,5.39,0.52555,-0.12945,0.00309,-0.02455,0.27389,0.7178082191780822 -1244,AAPL230915C00110000,AAPL,2023-09-15,110.0,call,2022-12-27,30.1,29.7,30.1,1,30.1,889,30.1,30.1,4e-05,1.0,0.0,-0.01237,0.0,0.7178082191780822 -1245,AAPL230915P00110000,AAPL,2023-09-15,110.0,put,2022-12-27,6.67,6.55,6.75,19,6.48,2427,6.67,6.48,0.52372,-0.15231,0.00346,-0.02711,0.30587,0.7178082191780822 -1246,AAPL230915C00115000,AAPL,2023-09-15,115.0,call,2022-12-27,26.75,26.2,26.75,60,26.7,1014,26.75,26.7,4e-05,1.0,0.0,-0.01293,0.0,0.7178082191780822 -1247,AAPL230915P00115000,AAPL,2023-09-15,115.0,put,2022-12-27,7.9,7.95,8.15,3,8.1,5673,8.1,7.9,0.52242,-0.17681,0.00382,-0.02953,0.33693,0.7178082191780822 -1248,AAPL230915C00120000,AAPL,2023-09-15,120.0,call,2022-12-27,23.4,23.0,23.35,3,23.11,2973,23.4,23.11,4e-05,1.0,0.0,-0.01349,0.0,0.7178082191780822 -1249,AAPL230915P00120000,AAPL,2023-09-15,120.0,put,2022-12-27,9.63,9.6,9.8,249,9.9,7005,10.2,9.63,0.52364,-0.20312,0.00416,-0.03195,0.36694,0.7178082191780822 -1250,AAPL230915C00125000,AAPL,2023-09-15,125.0,call,2022-12-27,20.3,19.95,20.35,16,19.84,2077,20.3,19.84,4e-05,1.0,0.0,-0.01405,0.0,0.7178082191780822 -1251,AAPL230915P00125000,AAPL,2023-09-15,125.0,put,2022-12-27,11.79,11.45,11.8,38,11.65,5169,11.79,11.52,0.52738,-0.23073,0.00444,-0.03433,0.39501,0.7178082191780822 -1252,AAPL230915C00130000,AAPL,2023-09-15,130.0,call,2022-12-27,17.5,17.2,17.5,175,17.55,2443,17.6,16.8,4e-05,1.0,0.0,-0.01462,0.0,0.7178082191780822 -1253,AAPL230915P00130000,AAPL,2023-09-15,130.0,put,2022-12-27,13.85,13.55,13.85,102,13.4,7304,14.15,13.4,0.5302,-0.25863,0.0047,-0.03634,0.42006,0.7178082191780822 -1254,AAPL230915C00135000,AAPL,2023-09-15,135.0,call,2022-12-27,14.83,14.7,14.95,115,15.0,2273,15.25,14.3,4e-05,1.0,0.0,-0.01518,0.0,0.7178082191780822 -1255,AAPL230915P00135000,AAPL,2023-09-15,135.0,put,2022-12-27,15.9,15.9,16.25,24,16.0,6240,16.5,15.9,0.53593,-0.28693,0.00489,-0.0383,0.44228,0.7178082191780822 -1256,AAPL230915C00140000,AAPL,2023-09-15,140.0,call,2022-12-27,12.7,12.25,12.7,34,12.92,2418,12.92,12.05,4e-05,1.0,0.0,-0.01574,0.0,0.7178082191780822 -1257,AAPL230915P00140000,AAPL,2023-09-15,140.0,put,2022-12-27,18.7,18.55,18.9,66,19.3,7372,19.3,18.6,0.54371,-0.31493,0.00503,-0.04012,0.46125,0.7178082191780822 -1258,AAPL230915C00145000,AAPL,2023-09-15,145.0,call,2022-12-27,10.56,10.4,10.65,43,10.1,4209,10.56,10.0,4e-05,1.0,0.0,-0.0163,0.0,0.7178082191780822 -1259,AAPL230915P00145000,AAPL,2023-09-15,145.0,put,2022-12-27,21.56,21.5,21.9,57,22.17,11993,22.17,21.56,0.55454,-0.34204,0.0051,-0.04191,0.47689,0.7178082191780822 -1260,AAPL230915C00150000,AAPL,2023-09-15,150.0,call,2022-12-27,8.67,8.6,8.8,54,8.5,4141,8.77,8.3,0.08625,0.75124,0.0283,-0.01904,0.41156,0.7178082191780822 -1261,AAPL230915P00150000,AAPL,2023-09-15,150.0,put,2022-12-27,24.8,24.8,25.2,21,25.48,5641,25.48,24.8,0.56858,-0.3676,0.0051,-0.04369,0.48925,0.7178082191780822 -1262,AAPL230915C00155000,AAPL,2023-09-15,155.0,call,2022-12-27,7.1,7.05,7.35,177,7.49,3174,7.49,6.87,0.11868,0.5756,0.02542,-0.02086,0.50872,0.7178082191780822 -1263,AAPL230915P00155000,AAPL,2023-09-15,155.0,put,2022-12-27,27.65,28.25,28.85,2,27.65,3338,27.65,27.65,0.58437,-0.39125,0.00506,-0.04539,0.49868,0.7178082191780822 -1264,AAPL230915C00160000,AAPL,2023-09-15,160.0,call,2022-12-27,5.79,5.7,5.9,103,5.6,8329,6.0,5.6,0.13607,0.46203,0.02248,-0.02089,0.5157,0.7178082191780822 -1265,AAPL230915P00160000,AAPL,2023-09-15,160.0,put,2022-12-27,32.53,32.0,32.6,1,32.53,2499,32.53,32.53,0.60108,-0.41293,0.00499,-0.04696,0.50566,0.7178082191780822 -1266,AAPL230915C00165000,AAPL,2023-09-15,165.0,call,2022-12-27,4.8,4.6,4.8,45,4.8,4326,4.85,4.55,0.14996,0.37544,0.01948,-0.02019,0.49259,0.7178082191780822 -1267,AAPL230915P00165000,AAPL,2023-09-15,165.0,put,2022-12-27,36.62,35.95,36.65,31,36.3,2075,36.62,36.3,0.62016,-0.43228,0.00488,-0.04858,0.51057,0.7178082191780822 -1268,AAPL230915C00170000,AAPL,2023-09-15,170.0,call,2022-12-27,3.8,3.7,3.9,798,4.0,7326,4.0,3.62,0.16094,0.30652,0.0168,-0.01898,0.45586,0.7178082191780822 -1269,AAPL230915P00170000,AAPL,2023-09-15,170.0,put,2022-12-27,40.67,40.45,41.15,36,41.49,14642,41.49,40.67,0.64655,-0.44788,0.00471,-0.05073,0.51362,0.7178082191780822 -1270,AAPL230915C00175000,AAPL,2023-09-15,175.0,call,2022-12-27,3.1,2.99,3.15,90,3.1,12669,3.1,2.99,0.17017,0.25087,0.01441,-0.0175,0.41341,0.7178082191780822 -1271,AAPL230915P00175000,AAPL,2023-09-15,175.0,put,2022-12-27,45.28,45.0,45.8,3,45.28,2051,45.28,45.28,0.67272,-0.46144,0.00455,-0.05278,0.51563,0.7178082191780822 -1272,AAPL230915C00180000,AAPL,2023-09-15,180.0,call,2022-12-27,2.47,2.38,2.51,134,2.5,12751,2.57,2.33,0.17712,0.20401,0.01232,-0.01576,0.36789,0.7178082191780822 -1273,AAPL230915P00180000,AAPL,2023-09-15,180.0,put,2022-12-27,49.36,49.6,50.6,8,46.9,2420,49.36,46.9,0.69897,-0.47312,0.00439,-0.05478,0.51687,0.7178082191780822 -1274,AAPL230915C00185000,AAPL,2023-09-15,185.0,call,2022-12-27,1.98,1.88,2.02,227,1.95,9303,1.98,1.87,0.18337,0.16594,0.01046,-0.01403,0.32354,0.7178082191780822 -1275,AAPL230915P00185000,AAPL,2023-09-15,185.0,put,2022-12-27,55.59,54.6,55.45,8,55.59,490,55.59,55.59,0.72788,-0.48232,0.00422,-0.05699,0.51754,0.7178082191780822 -1276,AAPL230915C00190000,AAPL,2023-09-15,190.0,call,2022-12-27,1.57,1.49,1.61,503,1.52,4211,1.58,1.51,0.18879,0.13465,0.00884,-0.01234,0.28144,0.7178082191780822 -1277,AAPL230915P00190000,AAPL,2023-09-15,190.0,put,2022-12-27,60.06,59.55,60.4,3,60.06,7,60.06,60.06,0.75581,-0.49032,0.00406,-0.05908,0.5179,0.7178082191780822 -1278,AAPL230915C00195000,AAPL,2023-09-15,195.0,call,2022-12-27,1.22,1.18,1.29,43,1.2,3890,1.24,1.17,0.19382,0.10936,0.00744,-0.01078,0.24315,0.7178082191780822 -1279,AAPL230915P00195000,AAPL,2023-09-15,195.0,put,2022-12-27,64.07,64.45,65.45,3,63.22,1,64.07,63.22,0.78289,-0.49728,0.00392,-0.06108,0.51804,0.7178082191780822 -1280,AAPL230915C00200000,AAPL,2023-09-15,200.0,call,2022-12-27,1.04,0.95,1.05,14,1.0,9958,1.04,0.97,0.19917,0.08971,0.00626,-0.00947,0.21037,0.7178082191780822 -1281,AAPL230915P00200000,AAPL,2023-09-15,200.0,put,2022-12-27,58.62,69.35,70.4,38,58.62,5,58.62,58.62,0.80784,-0.50382,0.0038,-0.06286,0.51803,0.7178082191780822 -1282,AAPL230915C00205000,AAPL,2023-09-15,205.0,call,2022-12-27,0.82,0.73,0.84,3,0.8,1247,0.82,0.8,0.2026,0.07204,0.00522,-0.00807,0.17824,0.7178082191780822 -1283,AAPL230915P00205000,AAPL,2023-09-15,205.0,put,2022-12-27,72.8,74.4,75.6,3,72.75,1,72.8,72.75,0.83561,-0.50838,0.00368,-0.06492,0.51794,0.7178082191780822 -1284,AAPL230915C00210000,AAPL,2023-09-15,210.0,call,2022-12-27,0.65,0.61,0.69,5,0.63,3472,0.65,0.63,0.20802,0.05998,0.00441,-0.00712,0.15465,0.7178082191780822 -1285,AAPL230915P00210000,AAPL,2023-09-15,210.0,put,2022-12-27,78.5,79.45,80.6,6,78.65,0,78.65,78.5,0.8604,-0.51306,0.00357,-0.06668,0.51777,0.7178082191780822 -1286,AAPL230915C00220000,AAPL,2023-09-15,220.0,call,2022-12-27,0.44,0.39,0.49,36,0.51,2723,0.51,0.41,0.21702,0.04128,0.00314,-0.00543,0.11481,0.7178082191780822 -1287,AAPL230915P00220000,AAPL,2023-09-15,220.0,put,2022-12-27,74.49,89.3,90.55,10,74.49,3,74.49,74.49,0.90466,-0.52204,0.00339,-0.06965,0.51726,0.7178082191780822 -1288,AAPL230915C00230000,AAPL,2023-09-15,230.0,call,2022-12-27,0.28,0.25,0.34,151,0.33,2256,0.33,0.27,0.22434,0.02826,0.00222,-0.00406,0.08407,0.7178082191780822 -1289,AAPL230915P00230000,AAPL,2023-09-15,230.0,put,2022-12-27,83.1,99.1,100.7,2,83.2,0,83.2,83.1,0.9473,-0.52904,0.00323,-0.07248,0.51668,0.7178082191780822 -1290,AAPL230915C00240000,AAPL,2023-09-15,240.0,call,2022-12-27,0.22,0.17,0.28,20,0.26,5678,0.26,0.22,0.23495,0.02138,0.00168,-0.00334,0.06653,0.7178082191780822 -1291,AAPL230915P00240000,AAPL,2023-09-15,240.0,put,2022-12-27,96.94,109.25,111.05,2,97.0,1,97.0,96.94,0.99277,-0.53286,0.00308,-0.07563,0.51629,0.7178082191780822 -1292,AAPL230915C00250000,AAPL,2023-09-15,250.0,call,2022-12-27,0.13,0.13,0.22,4,0.14,1374,0.14,0.13,0.24487,0.01648,0.00129,-0.00276,0.05332,0.7178082191780822 -1293,AAPL230915P00250000,AAPL,2023-09-15,250.0,put,2022-12-27,103.58,119.15,120.65,2,103.59,0,103.59,103.58,1.02619,-0.53938,0.00298,-0.07753,0.51552,0.7178082191780822 -1294,AAPL230915C00260000,AAPL,2023-09-15,260.0,call,2022-12-27,0.12,0.06,0.16,2,0.12,2791,0.12,0.12,0.24708,0.01076,0.00089,-0.00192,0.03688,0.7178082191780822 -1295,AAPL230915P00260000,AAPL,2023-09-15,260.0,put,2022-12-27,120.54,129.05,131.05,2,120.63,0,120.63,120.54,1.06548,-0.54221,0.00287,-0.08009,0.51515,0.7178082191780822 -1296,AAPL230915C00270000,AAPL,2023-09-15,270.0,call,2022-12-27,0.1,0.03,0.14,10,0.1,265,0.1,0.1,0.25494,0.00828,0.00068,-0.00156,0.02935,0.7178082191780822 -1297,AAPL230915P00270000,AAPL,2023-09-15,270.0,put,2022-12-27,128.77,139.2,141.0,170,125.88,0,128.77,125.82,1.10111,-0.54512,0.00277,-0.08229,0.51473,0.7178082191780822 -1298,AAPL230915C00280000,AAPL,2023-09-15,280.0,call,2022-12-27,0.15,0.02,0.15,1,0.15,517,0.15,0.15,0.26958,0.00791,0.00062,-0.00158,0.02818,0.7178082191780822 -1299,AAPL230915P00280000,AAPL,2023-09-15,280.0,put,2022-12-27,136.6,149.1,151.05,5,136.6,0,136.6,136.6,1.13369,-0.54805,0.00269,-0.08419,0.51429,0.7178082191780822 -1300,AAPL230915C00290000,AAPL,2023-09-15,290.0,call,2022-12-27,0.08,0.0,0.1,2,0.08,948,0.08,0.08,0.26791,0.00488,0.00041,-0.00102,0.01837,0.7178082191780822 -1301,AAPL230915P00290000,AAPL,2023-09-15,290.0,put,2022-12-27,146.75,159.0,161.0,2,146.8,0,146.8,146.75,1.1639,-0.5509,0.00262,-0.08585,0.51383,0.7178082191780822 -1302,AAPL230915C00300000,AAPL,2023-09-15,300.0,call,2022-12-27,0.04,0.01,0.09,73,0.04,8417,0.04,0.04,0.2808,0.0047,0.00037,-0.00103,0.01776,0.7178082191780822 -1303,AAPL230915P00300000,AAPL,2023-09-15,300.0,put,2022-12-27,151.25,169.0,171.0,2,151.9,0,151.9,151.25,1.19427,-0.55282,0.00255,-0.08756,0.5135,0.7178082191780822 -1304,AAPL231020C00070000,AAPL,2023-10-20,70.0,call,2022-12-27,63.6,63.0,64.05,2,63.5,4,63.6,63.5,4e-05,1.0,0.0,-0.00784,0.0,0.8136986301369863 -1305,AAPL231020P00070000,AAPL,2023-10-20,70.0,put,2022-12-27,1.14,1.08,1.21,182,1.2,1564,1.2,1.12,0.56034,-0.03144,0.00091,-0.00854,0.0978,0.8136986301369863 -1306,AAPL231020C00075000,AAPL,2023-10-20,75.0,call,2022-12-27,0.0,58.65,59.65,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.0084,0.0,0.8136986301369863 -1307,AAPL231020P00075000,AAPL,2023-10-20,75.0,put,2022-12-27,1.3,1.4,1.66,2,1.27,36,1.3,1.27,0.55256,-0.04086,0.00115,-0.01038,0.12123,0.8136986301369863 -1308,AAPL231020C00080000,AAPL,2023-10-20,80.0,call,2022-12-27,57.08,54.3,55.35,2,56.86,1,57.08,56.86,4e-05,1.0,0.0,-0.00896,0.0,0.8136986301369863 -1309,AAPL231020P00080000,AAPL,2023-10-20,80.0,put,2022-12-27,1.93,1.88,2.05,510,1.97,168,2.06,1.93,0.54279,-0.05141,0.0014,-0.01219,0.14578,0.8136986301369863 -1310,AAPL231020C00085000,AAPL,2023-10-20,85.0,call,2022-12-27,56.15,50.0,51.0,2,56.3,1,56.3,56.15,4e-05,1.0,0.0,-0.00952,0.0,0.8136986301369863 -1311,AAPL231020P00085000,AAPL,2023-10-20,85.0,put,2022-12-27,2.52,2.38,2.64,3,2.54,59,2.55,2.52,0.53516,-0.06399,0.00169,-0.01418,0.17318,0.8136986301369863 -1312,AAPL231020C00090000,AAPL,2023-10-20,90.0,call,2022-12-27,0.0,46.0,46.5,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01008,0.0,0.8136986301369863 -1313,AAPL231020P00090000,AAPL,2023-10-20,90.0,put,2022-12-27,3.25,3.05,3.25,49,3.25,30,3.25,3.25,0.52769,-0.07827,0.002,-0.01621,0.20217,0.8136986301369863 -1314,AAPL231020C00095000,AAPL,2023-10-20,95.0,call,2022-12-27,43.35,41.95,42.8,4,43.35,8,43.35,43.35,4e-05,1.0,0.0,-0.01064,0.0,0.8136986301369863 -1315,AAPL231020P00095000,AAPL,2023-10-20,95.0,put,2022-12-27,3.93,3.8,4.05,75,3.94,8,3.94,3.93,0.52189,-0.09469,0.00234,-0.01835,0.23311,0.8136986301369863 -1316,AAPL231020C00100000,AAPL,2023-10-20,100.0,call,2022-12-27,38.16,38.05,38.55,2,38.16,17,38.16,38.16,4e-05,1.0,0.0,-0.0112,0.0,0.8136986301369863 -1317,AAPL231020P00100000,AAPL,2023-10-20,100.0,put,2022-12-27,4.7,4.7,5.05,7,4.8,114,4.83,4.7,0.51838,-0.11344,0.00268,-0.02062,0.26576,0.8136986301369863 -1318,AAPL231020C00105000,AAPL,2023-10-20,105.0,call,2022-12-27,39.13,34.15,34.95,2,39.14,2,39.14,39.13,4e-05,1.0,0.0,-0.01176,0.0,0.8136986301369863 -1319,AAPL231020P00105000,AAPL,2023-10-20,105.0,put,2022-12-27,5.75,5.8,6.25,60,5.75,176,5.75,5.75,0.51708,-0.13442,0.00303,-0.02298,0.2993,0.8136986301369863 -1320,AAPL231020C00110000,AAPL,2023-10-20,110.0,call,2022-12-27,30.8,30.7,31.3,1,30.8,2,30.8,30.8,4e-05,1.0,0.0,-0.01232,0.0,0.8136986301369863 -1321,AAPL231020P00110000,AAPL,2023-10-20,110.0,put,2022-12-27,7.3,7.05,7.3,1,7.3,17,7.3,7.3,0.51128,-0.15574,0.00338,-0.02486,0.33049,0.8136986301369863 -1322,AAPL231020C00115000,AAPL,2023-10-20,115.0,call,2022-12-27,0.0,27.15,27.65,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01288,0.0,0.8136986301369863 -1323,AAPL231020P00115000,AAPL,2023-10-20,115.0,put,2022-12-27,8.7,8.5,8.9,8,8.74,228,8.74,8.7,0.51235,-0.18015,0.00371,-0.02712,0.36298,0.8136986301369863 -1324,AAPL231020C00120000,AAPL,2023-10-20,120.0,call,2022-12-27,23.95,24.0,24.7,1,23.95,55,23.95,23.95,4e-05,1.0,0.0,-0.01344,0.0,0.8136986301369863 -1325,AAPL231020P00120000,AAPL,2023-10-20,120.0,put,2022-12-27,10.25,10.15,10.5,5,10.2,151,10.34,10.2,0.51159,-0.20518,0.00402,-0.02903,0.39303,0.8136986301369863 -1326,AAPL231020C00125000,AAPL,2023-10-20,125.0,call,2022-12-27,21.15,21.15,21.55,12,21.0,1,21.15,20.8,4e-05,1.0,0.0,-0.014,0.0,0.8136986301369863 -1327,AAPL231020P00125000,AAPL,2023-10-20,125.0,put,2022-12-27,12.19,12.05,12.45,88,12.47,58,12.47,12.19,0.51426,-0.23166,0.00429,-0.03098,0.42151,0.8136986301369863 -1328,AAPL231020C00130000,AAPL,2023-10-20,130.0,call,2022-12-27,18.5,18.45,18.85,60,18.28,53,18.6,18.28,4e-05,1.0,0.0,-0.01456,0.0,0.8136986301369863 -1329,AAPL231020P00130000,AAPL,2023-10-20,130.0,put,2022-12-27,14.25,14.2,14.65,4,14.9,255,14.9,14.25,0.51861,-0.25872,0.00451,-0.03281,0.44732,0.8136986301369863 -1330,AAPL231020C00135000,AAPL,2023-10-20,135.0,call,2022-12-27,16.0,15.9,16.25,32,15.6,79,16.06,15.6,4e-05,1.0,0.0,-0.01512,0.0,0.8136986301369863 -1331,AAPL231020P00135000,AAPL,2023-10-20,135.0,put,2022-12-27,16.85,16.55,16.9,4,16.5,282,16.85,16.5,0.52181,-0.28569,0.00471,-0.0343,0.46992,0.8136986301369863 -1332,AAPL231020C00140000,AAPL,2023-10-20,140.0,call,2022-12-27,13.95,13.55,14.05,329,13.5,155,14.0,12.95,4e-05,1.0,0.0,-0.01568,0.0,0.8136986301369863 -1333,AAPL231020P00140000,AAPL,2023-10-20,140.0,put,2022-12-27,19.4,19.25,19.55,38,19.3,76,19.4,19.3,0.52937,-0.31258,0.00484,-0.03586,0.48952,0.8136986301369863 -1334,AAPL231020C00145000,AAPL,2023-10-20,145.0,call,2022-12-27,11.75,11.5,12.0,5,12.0,113,12.0,11.25,4e-05,1.0,0.0,-0.01624,0.0,0.8136986301369863 -1335,AAPL231020P00145000,AAPL,2023-10-20,145.0,put,2022-12-27,22.33,22.1,22.55,18,22.33,13,22.41,22.33,0.53852,-0.33863,0.00491,-0.03729,0.50581,0.8136986301369863 -1336,AAPL231020C00150000,AAPL,2023-10-20,150.0,call,2022-12-27,9.79,9.7,10.15,37,9.8,54,10.1,9.71,0.10067,0.72548,0.02395,-0.01947,0.46093,0.8136986301369863 -1337,AAPL231020P00150000,AAPL,2023-10-20,150.0,put,2022-12-27,25.4,25.3,25.85,15,25.54,2,25.54,25.4,0.5508,-0.3633,0.00493,-0.03873,0.51886,0.8136986301369863 -1338,AAPL231020C00155000,AAPL,2023-10-20,155.0,call,2022-12-27,9.01,8.05,8.55,3,9.04,60,9.04,9.01,0.12691,0.5832,0.02224,-0.02087,0.53953,0.8136986301369863 -1339,AAPL231020P00155000,AAPL,2023-10-20,155.0,put,2022-12-27,29.15,28.75,29.4,2,29.15,2,29.15,29.15,0.56484,-0.38625,0.0049,-0.04011,0.52899,0.8136986301369863 -1340,AAPL231020C00160000,AAPL,2023-10-20,160.0,call,2022-12-27,6.85,6.7,7.05,123,6.74,52,6.9,6.68,0.14347,0.4819,0.02009,-0.02102,0.551,0.8136986301369863 -1341,AAPL231020P00160000,AAPL,2023-10-20,160.0,put,2022-12-27,33.05,32.45,32.95,8525,32.82,192,33.05,32.35,0.5785,-0.40764,0.00485,-0.04128,0.53672,0.8136986301369863 -1342,AAPL231020C00165000,AAPL,2023-10-20,165.0,call,2022-12-27,5.57,5.45,5.9,66,5.5,77,5.65,5.5,0.15591,0.40137,0.01794,-0.02046,0.53462,0.8136986301369863 -1343,AAPL231020P00165000,AAPL,2023-10-20,165.0,put,2022-12-27,37.0,36.55,36.95,4,36.95,221,37.0,36.95,0.59765,-0.4262,0.00475,-0.04276,0.5421,0.8136986301369863 -1344,AAPL231020C00170000,AAPL,2023-10-20,170.0,call,2022-12-27,4.65,4.45,4.75,3,4.7,140,4.7,4.65,0.16445,0.33339,0.01599,-0.01927,0.50274,0.8136986301369863 -1345,AAPL231020P00170000,AAPL,2023-10-20,170.0,put,2022-12-27,0.0,40.5,41.3,0,0.0,0,0.0,0.0,0.61634,-0.44302,0.00463,-0.04408,0.54593,0.8136986301369863 -1346,AAPL231020C00175000,AAPL,2023-10-20,175.0,call,2022-12-27,3.75,3.65,3.9,7,3.82,68,3.82,3.75,0.17277,0.27809,0.01405,-0.01797,0.46386,0.8136986301369863 -1347,AAPL231020P00175000,AAPL,2023-10-20,175.0,put,2022-12-27,0.0,45.0,46.05,0,0.0,0,0.0,0.0,0.64182,-0.45617,0.00447,-0.0459,0.54824,0.8136986301369863 -1348,AAPL231020C00180000,AAPL,2023-10-20,180.0,call,2022-12-27,3.1,2.97,3.2,24,3.1,217,3.1,2.94,0.17971,0.23165,0.01227,-0.01649,0.4215,0.8136986301369863 -1349,AAPL231020P00180000,AAPL,2023-10-20,180.0,put,2022-12-27,50.35,49.7,50.7,7,50.85,14,50.85,50.35,0.66647,-0.46773,0.00432,-0.0476,0.54976,0.8136986301369863 -1350,AAPL231020C00185000,AAPL,2023-10-20,185.0,call,2022-12-27,2.47,2.35,2.58,14,2.43,43,2.5,2.3,0.18429,0.19053,0.01067,-0.01474,0.37583,0.8136986301369863 -1351,AAPL231020P00185000,AAPL,2023-10-20,185.0,put,2022-12-27,49.72,54.5,55.6,61,51.63,62,51.63,49.71,0.69271,-0.47716,0.00416,-0.04941,0.55066,0.8136986301369863 -1352,AAPL231020C00190000,AAPL,2023-10-20,190.0,call,2022-12-27,2.04,1.93,2.12,13,2.19,65,2.19,1.85,0.19024,0.15898,0.00921,-0.0133,0.33499,0.8136986301369863 -1353,AAPL231020P00190000,AAPL,2023-10-20,190.0,put,2022-12-27,57.37,59.3,60.55,8,57.37,0,57.37,57.37,0.71796,-0.48545,0.00402,-0.0511,0.5512,0.8136986301369863 -1354,AAPL231020C00195000,AAPL,2023-10-20,195.0,call,2022-12-27,1.59,1.56,1.77,3,1.6,190,1.62,1.59,0.19558,0.13267,0.00793,-0.01192,0.29661,0.8136986301369863 -1355,AAPL231020P00195000,AAPL,2023-10-20,195.0,put,2022-12-27,64.7,64.45,65.5,2,64.65,0,64.7,64.65,0.7452,-0.49178,0.00387,-0.05297,0.55145,0.8136986301369863 -1356,AAPL231020C00200000,AAPL,2023-10-20,200.0,call,2022-12-27,1.36,1.25,1.48,5,1.35,470,1.37,1.35,0.20023,0.11048,0.00681,-0.01058,0.26078,0.8136986301369863 -1357,AAPL231020P00200000,AAPL,2023-10-20,200.0,put,2022-12-27,68.45,69.25,70.45,10,68.45,0,68.45,68.45,0.76817,-0.49846,0.00376,-0.05443,0.55156,0.8136986301369863 -1358,AAPL231020C00205000,AAPL,2023-10-20,205.0,call,2022-12-27,1.09,1.01,1.19,22,1.17,36,1.28,1.07,0.20367,0.09099,0.00581,-0.00924,0.22634,0.8136986301369863 -1359,AAPL231020P00205000,AAPL,2023-10-20,205.0,put,2022-12-27,0.0,74.1,75.7,0,0.0,0,0.0,0.0,0.79327,-0.50338,0.00364,-0.05609,0.55155,0.8136986301369863 -1360,AAPL231020C00210000,AAPL,2023-10-20,210.0,call,2022-12-27,0.91,0.81,0.99,2,0.88,149,0.91,0.88,0.20748,0.07557,0.00496,-0.00811,0.19685,0.8136986301369863 -1361,AAPL231020P00210000,AAPL,2023-10-20,210.0,put,2022-12-27,78.35,79.4,80.6,40,78.35,0,78.35,78.35,0.81844,-0.50738,0.00352,-0.05775,0.55147,0.8136986301369863 -1362,AAPL231020C00215000,AAPL,2023-10-20,215.0,call,2022-12-27,0.73,0.66,0.8,32,0.74,27,0.75,0.7,0.21069,0.06244,0.00422,-0.00704,0.1699,0.8136986301369863 -1363,AAPL231020P00215000,AAPL,2023-10-20,215.0,put,2022-12-27,0.0,84.35,85.75,0,0.0,0,0.0,0.0,0.84179,-0.51125,0.00343,-0.05925,0.55135,0.8136986301369863 -1364,AAPL231020C00220000,AAPL,2023-10-20,220.0,call,2022-12-27,0.6,0.28,0.95,4,0.6,326,0.6,0.6,0.21519,0.05295,0.00363,-0.00627,0.14924,0.8136986301369863 -1365,AAPL231020P00220000,AAPL,2023-10-20,220.0,put,2022-12-27,0.0,89.2,90.85,0,0.0,0,0.0,0.0,0.863,-0.51521,0.00334,-0.06054,0.55117,0.8136986301369863 -1366,AAPL231020C00225000,AAPL,2023-10-20,225.0,call,2022-12-27,0.49,0.42,0.59,530,0.51,44,0.51,0.47,0.21832,0.04409,0.00309,-0.00546,0.12891,0.8136986301369863 -1367,AAPL231020P00225000,AAPL,2023-10-20,225.0,put,2022-12-27,0.0,93.85,96.0,0,0.0,0,0.0,0.0,0.88223,-0.5193,0.00327,-0.06165,0.55092,0.8136986301369863 -1368,AAPL231020C00230000,AAPL,2023-10-20,230.0,call,2022-12-27,0.42,0.13,0.53,16,0.45,138,0.5,0.35,0.21297,0.03094,0.00237,-0.00397,0.09651,0.8136986301369863 -1369,AAPL231020P00230000,AAPL,2023-10-20,230.0,put,2022-12-27,0.0,98.8,101.0,0,0.0,0,0.0,0.0,0.90206,-0.52259,0.00319,-0.06282,0.55068,0.8136986301369863 -1370,AAPL231020C00235000,AAPL,2023-10-20,235.0,call,2022-12-27,0.42,0.15,0.64,20,0.42,10,0.45,0.37,0.22938,0.03413,0.00239,-0.0046,0.10465,0.8136986301369863 -1371,AAPL231020P00235000,AAPL,2023-10-20,235.0,put,2022-12-27,0.0,103.7,106.1,0,0.0,0,0.0,0.0,0.92182,-0.52538,0.00312,-0.06399,0.55045,0.8136986301369863 -1372,AAPL231020C00240000,AAPL,2023-10-20,240.0,call,2022-12-27,0.45,0.02,0.57,4,0.34,56,0.45,0.34,0.22823,0.02645,0.00194,-0.00369,0.08471,0.8136986301369863 -1373,AAPL231020P00240000,AAPL,2023-10-20,240.0,put,2022-12-27,0.0,108.8,111.0,0,0.0,0,0.0,0.0,0.94097,-0.52793,0.00306,-0.0651,0.55022,0.8136986301369863 -1374,AAPL231020C00245000,AAPL,2023-10-20,245.0,call,2022-12-27,0.32,0.12,0.5,2,0.54,2,0.54,0.32,0.23914,0.0266,0.00186,-0.00386,0.0851,0.8136986301369863 -1375,AAPL231020P00245000,AAPL,2023-10-20,245.0,put,2022-12-27,0.0,113.6,116.25,0,0.0,0,0.0,0.0,0.96012,-0.53004,0.003,-0.06622,0.55,0.8136986301369863 -1376,AAPL231020C00250000,AAPL,2023-10-20,250.0,call,2022-12-27,0.0,0.0,0.46,0,0.0,0,0.0,0.0,0.23739,0.0205,0.00151,-0.00307,0.06835,0.8136986301369863 -1377,AAPL231020P00250000,AAPL,2023-10-20,250.0,put,2022-12-27,0.0,118.45,121.35,0,0.0,0,0.0,0.0,0.97782,-0.53232,0.00294,-0.0672,0.54976,0.8136986301369863 -1378,AAPL231020C00255000,AAPL,2023-10-20,255.0,call,2022-12-27,0.0,0.0,0.43,0,0.0,0,0.0,0.0,0.24349,0.0189,0.00137,-0.00292,0.06379,0.8136986301369863 -1379,AAPL231020P00255000,AAPL,2023-10-20,255.0,put,2022-12-27,0.0,123.55,126.35,0,0.0,0,0.0,0.0,0.99644,-0.53386,0.00289,-0.06828,0.54958,0.8136986301369863 -1380,AAPL231020C00260000,AAPL,2023-10-20,260.0,call,2022-12-27,0.0,0.0,0.4,0,0.0,0,0.0,0.0,0.24914,0.01737,0.00125,-0.00277,0.05937,0.8136986301369863 -1381,AAPL231020P00260000,AAPL,2023-10-20,260.0,put,2022-12-27,0.0,128.6,130.95,0,0.0,0,0.0,0.0,1.01048,-0.53686,0.00284,-0.06891,0.54921,0.8136986301369863 -1382,AAPL231020C00265000,AAPL,2023-10-20,265.0,call,2022-12-27,0.0,0.0,0.37,0,0.0,0,0.0,0.0,0.2544,0.01594,0.00113,-0.00262,0.05515,0.8136986301369863 -1383,AAPL231020P00265000,AAPL,2023-10-20,265.0,put,2022-12-27,0.0,133.3,136.45,0,0.0,0,0.0,0.0,1.02917,-0.53771,0.00279,-0.07001,0.5491,0.8136986301369863 -1384,AAPL231020C00270000,AAPL,2023-10-20,270.0,call,2022-12-27,0.0,0.0,0.35,0,0.0,0,0.0,0.0,0.26012,0.01488,0.00105,-0.00252,0.05199,0.8136986301369863 -1385,AAPL231020P00270000,AAPL,2023-10-20,270.0,put,2022-12-27,0.0,138.2,141.65,0,0.0,0,0.0,0.0,1.04649,-0.5388,0.00274,-0.07098,0.54896,0.8136986301369863 -1386,AAPL231020C00275000,AAPL,2023-10-20,275.0,call,2022-12-27,0.0,0.0,0.34,0,0.0,0,0.0,0.0,0.26653,0.0142,0.00098,-0.00247,0.04995,0.8136986301369863 -1387,AAPL231020P00275000,AAPL,2023-10-20,275.0,put,2022-12-27,139.8,143.2,146.5,2,139.9,0,139.9,139.8,1.06121,-0.54063,0.0027,-0.07169,0.5487,0.8136986301369863 -1388,AAPL231020C00280000,AAPL,2023-10-20,280.0,call,2022-12-27,0.0,0.0,0.32,0,0.0,0,0.0,0.0,0.27164,0.01323,0.0009,-0.00236,0.04699,0.8136986301369863 -1389,AAPL231020P00280000,AAPL,2023-10-20,280.0,put,2022-12-27,0.0,148.15,151.45,0,0.0,0,0.0,0.0,1.07609,-0.54215,0.00267,-0.07243,0.54849,0.8136986301369863 -1390,AAPL231020C00285000,AAPL,2023-10-20,285.0,call,2022-12-27,0.0,0.0,0.31,0,0.0,0,0.0,0.0,0.27752,0.01261,0.00085,-0.00231,0.04509,0.8136986301369863 -1391,AAPL231020P00285000,AAPL,2023-10-20,285.0,put,2022-12-27,0.0,153.15,156.55,0,0.0,0,0.0,0.0,1.09241,-0.54285,0.00263,-0.07332,0.54838,0.8136986301369863 -1392,AAPL231020C00290000,AAPL,2023-10-20,290.0,call,2022-12-27,0.0,0.0,0.29,0,0.0,0,0.0,0.0,0.2821,0.01173,0.00079,-0.0022,0.04234,0.8136986301369863 -1393,AAPL231020P00290000,AAPL,2023-10-20,290.0,put,2022-12-27,0.0,158.0,161.6,0,0.0,0,0.0,0.0,1.10661,-0.54417,0.00259,-0.07399,0.54818,0.8136986301369863 -1394,AAPL231020C00295000,AAPL,2023-10-20,295.0,call,2022-12-27,0.0,0.0,0.28,0,0.0,0,0.0,0.0,0.28751,0.01118,0.00074,-0.00215,0.04061,0.8136986301369863 -1395,AAPL231020P00295000,AAPL,2023-10-20,295.0,put,2022-12-27,0.0,162.95,166.6,0,0.0,0,0.0,0.0,1.12095,-0.54521,0.00256,-0.07469,0.54802,0.8136986301369863 -1396,AAPL231215C00070000,AAPL,2023-12-15,70.0,call,2022-12-27,65.2,63.65,64.8,2,65.2,3,65.2,65.2,4e-05,1.0,0.0,-0.00779,0.0,0.9671232876712329 -1397,AAPL231215P00070000,AAPL,2023-12-15,70.0,put,2022-12-27,1.47,1.42,1.5,4,1.53,1892,1.53,1.46,0.54516,-0.03644,0.00097,-0.00848,0.12039,0.9671232876712329 -1398,AAPL231215C00075000,AAPL,2023-12-15,75.0,call,2022-12-27,0.0,59.05,60.6,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00834,0.0,0.9671232876712329 -1399,AAPL231215P00075000,AAPL,2023-12-15,75.0,put,2022-12-27,1.9,1.77,1.94,820,1.86,531,1.97,1.86,0.53387,-0.04562,0.00119,-0.0099,0.14446,0.9671232876712329 -1400,AAPL231215C00080000,AAPL,2023-12-15,80.0,call,2022-12-27,61.15,54.9,56.25,3,61.25,2,61.25,61.15,4e-05,1.0,0.0,-0.0089,0.0,0.9671232876712329 -1401,AAPL231215P00080000,AAPL,2023-12-15,80.0,put,2022-12-27,2.39,2.32,2.51,7,2.4,11,2.46,2.39,0.52868,-0.05749,0.00145,-0.01171,0.17364,0.9671232876712329 -1402,AAPL231215C00085000,AAPL,2023-12-15,85.0,call,2022-12-27,51.35,50.9,51.85,2,51.3,3,51.35,51.3,4e-05,1.0,0.0,-0.00946,0.0,0.9671232876712329 -1403,AAPL231215P00085000,AAPL,2023-12-15,85.0,put,2022-12-27,2.97,2.96,3.1,7,3.0,499,3.0,2.97,0.52128,-0.07038,0.00172,-0.01341,0.20323,0.9671232876712329 -1404,AAPL231215C00090000,AAPL,2023-12-15,90.0,call,2022-12-27,47.15,46.95,47.65,11,47.5,4,47.5,47.15,4e-05,1.0,0.0,-0.01001,0.0,0.9671232876712329 -1405,AAPL231215P00090000,AAPL,2023-12-15,90.0,put,2022-12-27,3.85,3.65,3.85,153,3.85,418,3.85,3.85,0.51456,-0.08494,0.00201,-0.01515,0.23443,0.9671232876712329 -1406,AAPL231215C00095000,AAPL,2023-12-15,95.0,call,2022-12-27,43.2,43.15,43.6,103,43.35,6,43.35,43.2,4e-05,1.0,0.0,-0.01057,0.0,0.9671232876712329 -1407,AAPL231215P00095000,AAPL,2023-12-15,95.0,put,2022-12-27,4.6,4.5,4.7,180,4.6,916,4.6,4.6,0.50892,-0.1013,0.00231,-0.01693,0.26703,0.9671232876712329 -1408,AAPL231215C00100000,AAPL,2023-12-15,100.0,call,2022-12-27,39.45,39.4,39.95,4,39.45,10,39.45,39.45,4e-05,1.0,0.0,-0.01112,0.0,0.9671232876712329 -1409,AAPL231215P00100000,AAPL,2023-12-15,100.0,put,2022-12-27,5.7,5.55,5.7,2555,5.7,542,5.8,5.55,0.50541,-0.11972,0.00262,-0.01879,0.30103,0.9671232876712329 -1410,AAPL231215C00105000,AAPL,2023-12-15,105.0,call,2022-12-27,36.0,35.8,36.15,5,35.6,12,36.1,35.6,4e-05,1.0,0.0,-0.01168,0.0,0.9671232876712329 -1411,AAPL231215P00105000,AAPL,2023-12-15,105.0,put,2022-12-27,6.75,6.6,6.95,104,6.85,245,6.85,6.75,0.50182,-0.13954,0.00294,-0.02055,0.33475,0.9671232876712329 -1412,AAPL231215C00110000,AAPL,2023-12-15,110.0,call,2022-12-27,32.51,32.3,32.65,10,32.51,9,32.51,32.51,4e-05,1.0,0.0,-0.01224,0.0,0.9671232876712329 -1413,AAPL231215P00110000,AAPL,2023-12-15,110.0,put,2022-12-27,8.2,7.95,8.2,1,8.2,362,8.2,8.2,0.49877,-0.16081,0.00325,-0.02222,0.36795,0.9671232876712329 -1414,AAPL231215C00115000,AAPL,2023-12-15,115.0,call,2022-12-27,30.2,29.0,29.45,2,30.2,4,30.2,30.2,4e-05,1.0,0.0,-0.01279,0.0,0.9671232876712329 -1415,AAPL231215P00115000,AAPL,2023-12-15,115.0,put,2022-12-27,9.65,9.45,9.75,2,9.38,187,9.65,9.38,0.49793,-0.18374,0.00354,-0.0239,0.40063,0.9671232876712329 -1416,AAPL231215C00120000,AAPL,2023-12-15,120.0,call,2022-12-27,27.3,25.7,26.3,1,27.3,16,27.3,27.3,4e-05,1.0,0.0,-0.01335,0.0,0.9671232876712329 -1417,AAPL231215P00120000,AAPL,2023-12-15,120.0,put,2022-12-27,11.29,11.15,11.55,111,11.0,485,11.59,11.0,0.49885,-0.20791,0.00381,-0.02553,0.43185,0.9671232876712329 -1418,AAPL231215C00125000,AAPL,2023-12-15,125.0,call,2022-12-27,24.9,22.75,23.4,1,24.9,1,24.9,24.9,4e-05,1.0,0.0,-0.01391,0.0,0.9671232876712329 -1419,AAPL231215P00125000,AAPL,2023-12-15,125.0,put,2022-12-27,13.25,13.05,13.5,14,13.1,473,13.8,13.1,0.50007,-0.23273,0.00406,-0.02699,0.4607,0.9671232876712329 -1420,AAPL231215C00130000,AAPL,2023-12-15,130.0,call,2022-12-27,20.8,20.2,20.5,48,20.78,52,20.8,19.67,4e-05,1.0,0.0,-0.01446,0.0,0.9671232876712329 -1421,AAPL231215P00130000,AAPL,2023-12-15,130.0,put,2022-12-27,15.26,15.2,15.6,205,15.49,478,16.0,15.26,0.5022,-0.25801,0.00427,-0.0283,0.48698,0.9671232876712329 -1422,AAPL231215C00135000,AAPL,2023-12-15,135.0,call,2022-12-27,17.9,17.7,18.1,43,17.85,146,18.08,17.58,4e-05,1.0,0.0,-0.01502,0.0,0.9671232876712329 -1423,AAPL231215P00135000,AAPL,2023-12-15,135.0,put,2022-12-27,17.9,17.6,18.05,141,17.45,35,17.9,17.45,0.50709,-0.28355,0.00443,-0.0296,0.51048,0.9671232876712329 -1424,AAPL231215C00140000,AAPL,2023-12-15,140.0,call,2022-12-27,15.55,15.4,15.7,2,15.8,194,15.8,15.55,4e-05,1.0,0.0,-0.01557,0.0,0.9671232876712329 -1425,AAPL231215P00140000,AAPL,2023-12-15,140.0,put,2022-12-27,20.3,20.2,20.6,85,20.85,130,21.06,20.3,0.51174,-0.30875,0.00457,-0.03067,0.53082,0.9671232876712329 -1426,AAPL231215C00145000,AAPL,2023-12-15,145.0,call,2022-12-27,13.3,13.25,13.75,4,13.65,137,13.65,13.3,0.06992,0.90947,0.01548,-0.01692,0.24585,0.9671232876712329 -1427,AAPL231215P00145000,AAPL,2023-12-15,145.0,put,2022-12-27,23.4,23.1,23.5,40,23.4,88,23.4,23.4,0.5196,-0.33329,0.00464,-0.03175,0.54802,0.9671232876712329 -1428,AAPL231215C00150000,AAPL,2023-12-15,150.0,call,2022-12-27,11.6,11.35,11.75,70,11.18,580,11.74,11.18,0.1141,0.70972,0.01991,-0.01952,0.51619,0.9671232876712329 -1429,AAPL231215P00150000,AAPL,2023-12-15,150.0,put,2022-12-27,26.25,26.2,26.7,1151,26.42,54,26.55,26.25,0.52914,-0.35672,0.00468,-0.03277,0.56211,0.9671232876712329 -1430,AAPL231215C00155000,AAPL,2023-12-15,155.0,call,2022-12-27,10.0,9.7,10.15,2,9.79,72,10.0,9.79,0.13699,0.59385,0.01878,-0.02067,0.58461,0.9671232876712329 -1431,AAPL231215P00155000,AAPL,2023-12-15,155.0,put,2022-12-27,29.9,29.55,30.1,10,29.99,49,29.99,29.85,0.54005,-0.37878,0.00467,-0.03372,0.57334,0.9671232876712329 -1432,AAPL231215C00160000,AAPL,2023-12-15,160.0,call,2022-12-27,8.3,8.2,8.55,31,8.07,244,8.51,8.07,0.15072,0.50579,0.01756,-0.02079,0.60126,0.9671232876712329 -1433,AAPL231215P00160000,AAPL,2023-12-15,160.0,put,2022-12-27,33.7,33.2,33.65,1035,33.21,3,33.7,33.2,0.55256,-0.39919,0.00464,-0.03464,0.58202,0.9671232876712329 -1434,AAPL231215C00165000,AAPL,2023-12-15,165.0,call,2022-12-27,7.07,6.9,7.3,50,7.66,257,7.66,6.8,0.16224,0.43311,0.01608,-0.02044,0.59285,0.9671232876712329 -1435,AAPL231215P00165000,AAPL,2023-12-15,165.0,put,2022-12-27,35.94,37.05,37.75,21,37.36,22,37.36,35.74,0.56927,-0.41716,0.00455,-0.03574,0.58831,0.9671232876712329 -1436,AAPL231215C00170000,AAPL,2023-12-15,170.0,call,2022-12-27,5.9,5.75,6.1,19,5.9,447,6.0,5.9,0.17002,0.37002,0.01473,-0.01955,0.56912,0.9671232876712329 -1437,AAPL231215P00170000,AAPL,2023-12-15,170.0,put,2022-12-27,0.0,41.15,41.9,0,0.0,0,0.0,0.0,0.58659,-0.43328,0.00445,-0.0368,0.59289,0.9671232876712329 -1438,AAPL231215C00175000,AAPL,2023-12-15,175.0,call,2022-12-27,5.43,4.85,5.1,2,5.46,344,5.46,5.43,0.17742,0.31669,0.01331,-0.0185,0.53667,0.9671232876712329 -1439,AAPL231215P00175000,AAPL,2023-12-15,175.0,put,2022-12-27,44.81,45.45,46.6,5,44.81,14,44.81,44.81,0.60841,-0.44645,0.00431,-0.03814,0.5959,0.9671232876712329 -1440,AAPL231215C00180000,AAPL,2023-12-15,180.0,call,2022-12-27,4.13,4.0,4.3,31,4.11,323,4.2,4.11,0.1833,0.27017,0.01197,-0.01723,0.49854,0.9671232876712329 -1441,AAPL231215P00180000,AAPL,2023-12-15,180.0,put,2022-12-27,50.11,49.65,50.8,27,50.49,15,50.49,50.11,0.62359,-0.46011,0.00422,-0.03891,0.59831,0.9671232876712329 -1442,AAPL231215C00185000,AAPL,2023-12-15,185.0,call,2022-12-27,3.46,3.3,3.6,24,3.56,125,3.56,3.46,0.18826,0.22985,0.0107,-0.01586,0.45752,0.9671232876712329 -1443,AAPL231215P00185000,AAPL,2023-12-15,185.0,put,2022-12-27,53.25,54.65,55.55,35,52.05,37,53.64,52.05,0.64877,-0.46907,0.00407,-0.04043,0.59952,0.9671232876712329 -1444,AAPL231215C00190000,AAPL,2023-12-15,190.0,call,2022-12-27,2.7,2.75,2.96,5,2.84,92,2.86,2.7,0.19245,0.19488,0.0095,-0.01443,0.41542,0.9671232876712329 -1445,AAPL231215P00190000,AAPL,2023-12-15,190.0,put,2022-12-27,0.0,59.35,60.75,0,0.0,0,0.0,0.0,0.67379,-0.47662,0.00392,-0.04192,0.60029,0.9671232876712329 -1446,AAPL231215C00195000,AAPL,2023-12-15,195.0,call,2022-12-27,2.36,2.27,2.52,16,2.38,111,2.51,2.34,0.19718,0.16633,0.0084,-0.01316,0.37611,0.9671232876712329 -1447,AAPL231215P00195000,AAPL,2023-12-15,195.0,put,2022-12-27,59.65,64.3,65.8,1,59.65,1,59.65,59.65,0.69859,-0.48297,0.00379,-0.04339,0.60078,0.9671232876712329 -1448,AAPL231215C00200000,AAPL,2023-12-15,200.0,call,2022-12-27,2.02,1.91,2.1,60,2.01,205,2.02,1.85,0.2013,0.14167,0.00739,-0.01191,0.33821,0.9671232876712329 -1449,AAPL231215P00200000,AAPL,2023-12-15,200.0,put,2022-12-27,0.0,69.0,70.75,0,0.0,0,0.0,0.0,0.71941,-0.48969,0.00368,-0.04452,0.60112,0.9671232876712329 -1450,AAPL231215C00205000,AAPL,2023-12-15,205.0,call,2022-12-27,1.63,1.58,1.76,100,1.66,575,1.66,1.63,0.20481,0.12027,0.00649,-0.01069,0.30201,0.9671232876712329 -1451,AAPL231215P00205000,AAPL,2023-12-15,205.0,put,2022-12-27,73.2,73.9,75.85,1,73.2,0,73.2,73.2,0.74223,-0.49469,0.00357,-0.04581,0.60127,0.9671232876712329 -1452,AAPL231215C00210000,AAPL,2023-12-15,210.0,call,2022-12-27,1.34,1.3,1.5,296,1.38,46,1.38,1.33,0.2084,0.10249,0.00569,-0.0096,0.26931,0.9671232876712329 -1453,AAPL231215P00210000,AAPL,2023-12-15,210.0,put,2022-12-27,0.0,78.8,81.0,0,0.0,0,0.0,0.0,0.76466,-0.49895,0.00346,-0.04707,0.60132,0.9671232876712329 -1454,AAPL231215C00215000,AAPL,2023-12-15,215.0,call,2022-12-27,1.14,1.07,1.26,201,1.15,233,1.15,1.11,0.2113,0.08683,0.00496,-0.00853,0.23832,0.9671232876712329 -1455,AAPL231215P00215000,AAPL,2023-12-15,215.0,put,2022-12-27,85.1,83.7,86.05,2,85.15,0,85.15,85.1,0.78541,-0.5031,0.00337,-0.04818,0.60131,0.9671232876712329 -1456,AAPL231215C00220000,AAPL,2023-12-15,220.0,call,2022-12-27,0.93,0.81,1.11,4,0.98,166,0.98,0.93,0.21351,0.07301,0.00431,-0.0075,0.20902,0.9671232876712329 -1457,AAPL231215P00220000,AAPL,2023-12-15,220.0,put,2022-12-27,0.0,88.9,91.0,0,0.0,0,0.0,0.0,0.80723,-0.50613,0.00328,-0.04939,0.60125,0.9671232876712329 -1458,AAPL231215C00225000,AAPL,2023-12-15,225.0,call,2022-12-27,0.79,0.75,0.88,738,0.8,243,0.82,0.78,0.21694,0.06267,0.00377,-0.00672,0.18577,0.9671232876712329 -1459,AAPL231215P00225000,AAPL,2023-12-15,225.0,put,2022-12-27,0.0,93.6,96.2,0,0.0,0,0.0,0.0,0.82623,-0.50965,0.0032,-0.05036,0.60115,0.9671232876712329 -1460,AAPL231215C00230000,AAPL,2023-12-15,230.0,call,2022-12-27,0.65,0.55,0.75,4,0.7,286,0.7,0.65,0.21748,0.05142,0.00322,-0.00573,0.15897,0.9671232876712329 -1461,AAPL231215P00230000,AAPL,2023-12-15,230.0,put,2022-12-27,0.0,99.15,101.1,0,0.0,0,0.0,0.0,0.84919,-0.511,0.00312,-0.05168,0.60109,0.9671232876712329 -1462,AAPL231215C00235000,AAPL,2023-12-15,235.0,call,2022-12-27,0.57,0.42,0.74,4,0.59,41,0.6,0.57,0.22251,0.04574,0.00286,-0.0053,0.14475,0.9671232876712329 -1463,AAPL231215P00235000,AAPL,2023-12-15,235.0,put,2022-12-27,103.0,103.55,106.35,1,103.0,0,103.0,103.0,0.86498,-0.51474,0.00306,-0.05238,0.60091,0.9671232876712329 -1464,AAPL231215C00240000,AAPL,2023-12-15,240.0,call,2022-12-27,0.47,0.36,0.68,2,0.51,56,0.51,0.47,0.22732,0.0408,0.00256,-0.00491,0.13199,0.9671232876712329 -1465,AAPL231215P00240000,AAPL,2023-12-15,240.0,put,2022-12-27,0.0,108.85,111.45,0,0.0,0,0.0,0.0,0.8865,-0.51568,0.00298,-0.05358,0.60086,0.9671232876712329 -1466,AAPL231215C00245000,AAPL,2023-12-15,245.0,call,2022-12-27,0.43,0.31,0.57,43,0.42,1,0.43,0.42,0.22968,0.03495,0.00223,-0.00435,0.11634,0.9671232876712329 -1467,AAPL231215P00245000,AAPL,2023-12-15,245.0,put,2022-12-27,0.0,113.3,116.5,0,0.0,0,0.0,0.0,0.9,-0.51948,0.00294,-0.05408,0.60061,0.9671232876712329 -1468,AAPL231215C00250000,AAPL,2023-12-15,250.0,call,2022-12-27,0.5,0.09,0.47,2,0.47,7,0.5,0.47,0.22198,0.02409,0.00169,-0.00308,0.08541,0.9671232876712329 -1469,AAPL231215P00250000,AAPL,2023-12-15,250.0,put,2022-12-27,0.0,118.65,121.1,0,0.0,0,0.0,0.0,0.91679,-0.52153,0.00288,-0.05488,0.60045,0.9671232876712329 -1470,AAPL231215C00255000,AAPL,2023-12-15,255.0,call,2022-12-27,0.64,0.05,0.46,4,0.64,4,0.64,0.64,0.22671,0.02176,0.00152,-0.00287,0.07838,0.9671232876712329 -1471,AAPL231215P00255000,AAPL,2023-12-15,255.0,put,2022-12-27,0.0,123.75,126.5,0,0.0,0,0.0,0.0,0.93784,-0.52145,0.00282,-0.05606,0.60045,0.9671232876712329 -1472,AAPL231215C00260000,AAPL,2023-12-15,260.0,call,2022-12-27,0.0,0.02,0.39,0,0.0,0,0.0,0.0,0.22732,0.01788,0.00128,-0.00243,0.06636,0.9671232876712329 -1473,AAPL231215P00260000,AAPL,2023-12-15,260.0,put,2022-12-27,0.0,128.7,131.7,0,0.0,0,0.0,0.0,0.95547,-0.52244,0.00277,-0.05695,0.60037,0.9671232876712329 -1474,AAPL231215C00265000,AAPL,2023-12-15,265.0,call,2022-12-27,0.27,0.0,0.46,4,0.29,2,0.32,0.27,0.2383,0.01906,0.00129,-0.00267,0.07007,0.9671232876712329 -1475,AAPL231215P00265000,AAPL,2023-12-15,265.0,put,2022-12-27,0.0,133.25,136.45,0,0.0,0,0.0,0.0,0.96561,-0.52624,0.00274,-0.05715,0.60002,0.9671232876712329 -1476,AAPL231215C00270000,AAPL,2023-12-15,270.0,call,2022-12-27,0.0,0.0,0.43,0,0.0,0,0.0,0.0,0.24319,0.01763,0.00119,-0.00254,0.06557,0.9671232876712329 -1477,AAPL231215P00270000,AAPL,2023-12-15,270.0,put,2022-12-27,0.0,138.5,141.6,0,0.0,0,0.0,0.0,0.98469,-0.52602,0.00268,-0.05818,0.60004,0.9671232876712329 -1478,AAPL231215C00275000,AAPL,2023-12-15,275.0,call,2022-12-27,0.3,0.0,0.4,10,0.25,3,0.3,0.22,0.24769,0.01626,0.00109,-0.00241,0.06118,0.9671232876712329 -1479,AAPL231215P00275000,AAPL,2023-12-15,275.0,put,2022-12-27,0.0,143.9,146.45,0,0.0,0,0.0,0.0,1.00208,-0.52623,0.00264,-0.05906,0.60002,0.9671232876712329 -1480,AAPL231215C00280000,AAPL,2023-12-15,280.0,call,2022-12-27,0.0,0.0,0.38,0,0.0,0,0.0,0.0,0.25272,0.01527,0.00101,-0.00232,0.05797,0.9671232876712329 -1481,AAPL231215P00280000,AAPL,2023-12-15,280.0,put,2022-12-27,0.0,148.25,151.7,0,0.0,0,0.0,0.0,1.01376,-0.52858,0.0026,-0.05942,0.59978,0.9671232876712329 -1482,AAPL231215C00285000,AAPL,2023-12-15,285.0,call,2022-12-27,0.41,0.0,0.36,1,0.41,1,0.41,0.41,0.25745,0.01432,0.00094,-0.00223,0.05484,0.9671232876712329 -1483,AAPL231215P00285000,AAPL,2023-12-15,285.0,put,2022-12-27,0.0,153.2,156.5,0,0.0,0,0.0,0.0,1.02634,-0.53032,0.00257,-0.05986,0.59959,0.9671232876712329 -1484,AAPL231215C00290000,AAPL,2023-12-15,290.0,call,2022-12-27,0.0,0.0,0.34,0,0.0,0,0.0,0.0,0.26196,0.01341,0.00087,-0.00214,0.05184,0.9671232876712329 -1485,AAPL231215P00290000,AAPL,2023-12-15,290.0,put,2022-12-27,0.0,157.9,161.65,0,0.0,0,0.0,0.0,1.03947,-0.5316,0.00254,-0.06036,0.59944,0.9671232876712329 -1486,AAPL231215C00295000,AAPL,2023-12-15,295.0,call,2022-12-27,0.0,0.0,0.33,0,0.0,0,0.0,0.0,0.26714,0.01284,0.00082,-0.0021,0.04992,0.9671232876712329 -1487,AAPL231215P00295000,AAPL,2023-12-15,295.0,put,2022-12-27,0.0,163.0,166.5,0,0.0,0,0.0,0.0,1.0532,-0.53242,0.0025,-0.06092,0.59934,0.9671232876712329 -1488,AAPL240119C00050000,AAPL,2024-01-19,50.0,call,2022-12-27,81.7,81.4,83.6,1,81.7,17403,81.7,81.7,4e-05,1.0,0.0,-0.00554,0.0,1.063013698630137 -1489,AAPL240119P00050000,AAPL,2024-01-19,50.0,put,2022-12-27,0.49,0.46,0.52,246,0.52,38996,0.59,0.49,0.57888,-0.01261,0.00036,-0.00356,0.05151,1.063013698630137 -1490,AAPL240119C00055000,AAPL,2024-01-19,55.0,call,2022-12-27,77.9,76.8,79.15,2,77.85,3765,77.9,77.85,4e-05,1.0,0.0,-0.00609,0.0,1.063013698630137 -1491,AAPL240119P00055000,AAPL,2024-01-19,55.0,put,2022-12-27,0.69,0.62,0.85,8,0.73,1531,0.73,0.69,0.57331,-0.01818,0.00049,-0.00481,0.07055,1.063013698630137 -1492,AAPL240119C00060000,AAPL,2024-01-19,60.0,call,2022-12-27,73.64,72.7,74.3,6,74.2,2362,74.2,73.54,4e-05,1.0,0.0,-0.00665,0.0,1.063013698630137 -1493,AAPL240119P00060000,AAPL,2024-01-19,60.0,put,2022-12-27,0.94,0.85,1.0,24,0.95,3190,0.95,0.94,0.55355,-0.02306,0.00062,-0.00564,0.08628,1.063013698630137 -1494,AAPL240119C00065000,AAPL,2024-01-19,65.0,call,2022-12-27,68.65,68.15,69.7,295,69.5,2766,69.5,68.2,4e-05,1.0,0.0,-0.0072,0.0,1.063013698630137 -1495,AAPL240119P00065000,AAPL,2024-01-19,65.0,put,2022-12-27,1.19,1.19,1.3,179,1.23,3392,1.25,1.19,0.54424,-0.03032,0.0008,-0.00693,0.10846,1.063013698630137 -1496,AAPL240119C00070000,AAPL,2024-01-19,70.0,call,2022-12-27,64.3,64.0,65.2,1,64.3,2174,64.3,64.3,4e-05,1.0,0.0,-0.00776,0.0,1.063013698630137 -1497,AAPL240119P00070000,AAPL,2024-01-19,70.0,put,2022-12-27,1.59,1.55,1.69,29,1.61,3921,1.62,1.59,0.5344,-0.0387,0.00099,-0.00826,0.13256,1.063013698630137 -1498,AAPL240119C00075000,AAPL,2024-01-19,75.0,call,2022-12-27,60.39,59.65,60.8,83,60.3,2549,60.5,60.25,4e-05,1.0,0.0,-0.00831,0.0,1.063013698630137 -1499,AAPL240119P00075000,AAPL,2024-01-19,75.0,put,2022-12-27,2.01,1.93,2.15,56,2.06,4120,2.09,1.98,0.52334,-0.04806,0.00121,-0.00957,0.15792,1.063013698630137 -1500,AAPL240119C00080000,AAPL,2024-01-19,80.0,call,2022-12-27,56.28,55.5,56.7,2,55.0,1373,56.28,55.0,4e-05,1.0,0.0,-0.00886,0.0,1.063013698630137 -1501,AAPL240119P00080000,AAPL,2024-01-19,80.0,put,2022-12-27,2.57,2.51,2.66,47,2.65,11466,2.65,2.57,0.51571,-0.05947,0.00145,-0.01108,0.18694,1.063013698630137 -1502,AAPL240119C00085000,AAPL,2024-01-19,85.0,call,2022-12-27,51.76,51.45,52.4,55,50.95,399,51.85,50.95,4e-05,1.0,0.0,-0.00942,0.0,1.063013698630137 -1503,AAPL240119P00085000,AAPL,2024-01-19,85.0,put,2022-12-27,3.3,3.15,3.35,27,3.19,2667,3.35,3.19,0.50983,-0.07273,0.00172,-0.0127,0.2185,1.063013698630137 -1504,AAPL240119C00090000,AAPL,2024-01-19,90.0,call,2022-12-27,48.09,47.7,48.45,22,47.85,1208,48.09,47.85,4e-05,1.0,0.0,-0.00997,0.0,1.063013698630137 -1505,AAPL240119P00090000,AAPL,2024-01-19,90.0,put,2022-12-27,4.1,3.9,4.2,34,4.16,4740,4.16,3.95,0.50533,-0.08781,0.002,-0.01439,0.25195,1.063013698630137 -1506,AAPL240119C00095000,AAPL,2024-01-19,95.0,call,2022-12-27,44.3,43.8,44.35,243,44.5,3136,44.5,43.75,4e-05,1.0,0.0,-0.01053,0.0,1.063013698630137 -1507,AAPL240119P00095000,AAPL,2024-01-19,95.0,put,2022-12-27,4.9,4.75,5.05,21,5.0,4319,5.0,4.9,0.4987,-0.10377,0.00229,-0.01591,0.28491,1.063013698630137 -1508,AAPL240119C00100000,AAPL,2024-01-19,100.0,call,2022-12-27,40.85,40.15,40.55,56,40.5,7866,40.85,39.65,4e-05,1.0,0.0,-0.01108,0.0,1.063013698630137 -1509,AAPL240119P00100000,AAPL,2024-01-19,100.0,put,2022-12-27,5.9,5.75,6.05,407,5.75,13325,6.1,5.38,0.49358,-0.12154,0.00259,-0.01746,0.31897,1.063013698630137 -1510,AAPL240119C00105000,AAPL,2024-01-19,105.0,call,2022-12-27,36.7,36.55,36.95,35,37.0,1196,37.1,36.65,4e-05,1.0,0.0,-0.01163,0.0,1.063013698630137 -1511,AAPL240119P00105000,AAPL,2024-01-19,105.0,put,2022-12-27,7.0,6.9,7.3,11,7.32,4067,7.32,7.0,0.49084,-0.14128,0.00289,-0.01907,0.3539,1.063013698630137 -1512,AAPL240119C00110000,AAPL,2024-01-19,110.0,call,2022-12-27,33.4,33.15,33.35,47,33.53,4507,33.65,33.4,4e-05,1.0,0.0,-0.01219,0.0,1.063013698630137 -1513,AAPL240119P00110000,AAPL,2024-01-19,110.0,put,2022-12-27,8.45,8.25,8.6,58,8.8,9657,8.8,8.4,0.48794,-0.16219,0.00318,-0.02056,0.38791,1.063013698630137 -1514,AAPL240119C00115000,AAPL,2024-01-19,115.0,call,2022-12-27,29.98,29.7,30.4,9,29.85,1587,29.98,29.6,4e-05,1.0,0.0,-0.01274,0.0,1.063013698630137 -1515,AAPL240119P00115000,AAPL,2024-01-19,115.0,put,2022-12-27,9.95,9.8,10.15,106,9.2,8780,10.4,9.2,0.48717,-0.18465,0.00346,-0.02204,0.42133,1.063013698630137 -1516,AAPL240119C00120000,AAPL,2024-01-19,120.0,call,2022-12-27,27.0,26.55,27.4,337,27.54,10474,27.54,26.34,4e-05,1.0,0.0,-0.0133,0.0,1.063013698630137 -1517,AAPL240119P00120000,AAPL,2024-01-19,120.0,put,2022-12-27,11.75,11.6,11.9,522,10.85,15930,12.0,10.85,0.48817,-0.20828,0.00372,-0.02348,0.45323,1.063013698630137 -1518,AAPL240119C00125000,AAPL,2024-01-19,125.0,call,2022-12-27,24.05,23.8,24.35,13,23.6,9870,24.19,23.6,4e-05,1.0,0.0,-0.01385,0.0,1.063013698630137 -1519,AAPL240119P00125000,AAPL,2024-01-19,125.0,put,2022-12-27,13.7,13.15,13.85,1357,13.9,17964,14.0,13.55,0.48534,-0.23189,0.00398,-0.0245,0.48204,1.063013698630137 -1520,AAPL240119C00130000,AAPL,2024-01-19,130.0,call,2022-12-27,21.19,21.1,21.6,175,22.35,8165,22.35,20.6,4e-05,1.0,0.0,-0.0144,0.0,1.063013698630137 -1521,AAPL240119P00130000,AAPL,2024-01-19,130.0,put,2022-12-27,15.8,15.65,16.0,66,13.35,20707,16.5,13.35,0.49129,-0.25706,0.00415,-0.0259,0.50957,1.063013698630137 -1522,AAPL240119C00135000,AAPL,2024-01-19,135.0,call,2022-12-27,18.8,18.6,19.05,508,19.55,8247,19.55,18.25,4e-05,1.0,0.0,-0.01496,0.0,1.063013698630137 -1523,AAPL240119P00135000,AAPL,2024-01-19,135.0,put,2022-12-27,18.15,18.0,18.4,79,18.8,14149,18.8,18.15,0.49488,-0.28183,0.00432,-0.02695,0.53363,1.063013698630137 -1524,AAPL240119C00140000,AAPL,2024-01-19,140.0,call,2022-12-27,16.5,16.3,16.7,206,16.72,13518,16.72,15.92,4e-05,1.0,0.0,-0.01551,0.0,1.063013698630137 -1525,AAPL240119P00140000,AAPL,2024-01-19,140.0,put,2022-12-27,20.89,20.6,21.1,55,21.1,21574,21.1,20.74,0.50068,-0.30635,0.00444,-0.02797,0.55461,1.063013698630137 -1526,AAPL240119C00145000,AAPL,2024-01-19,145.0,call,2022-12-27,14.35,14.1,14.6,73,15.0,10568,15.0,13.95,0.08198,0.87337,0.01603,-0.0172,0.32825,1.063013698630137 -1527,AAPL240119P00145000,AAPL,2024-01-19,145.0,put,2022-12-27,23.65,23.35,24.05,29,23.75,16741,23.75,23.59,0.50732,-0.33022,0.00452,-0.02885,0.57244,1.063013698630137 -1528,AAPL240119C00150000,AAPL,2024-01-19,150.0,call,2022-12-27,12.37,12.4,12.55,1148,12.47,26992,12.65,11.75,0.12012,0.70507,0.01817,-0.01942,0.54518,1.063013698630137 -1529,AAPL240119P00150000,AAPL,2024-01-19,150.0,put,2022-12-27,26.75,26.55,27.1,140,26.35,25193,27.51,26.35,0.51609,-0.35305,0.00456,-0.02972,0.58716,1.063013698630137 -1530,AAPL240119C00155000,AAPL,2024-01-19,155.0,call,2022-12-27,10.86,10.5,10.95,116,10.6,7055,10.86,10.25,0.1395,0.60055,0.01752,-0.02032,0.6103,1.063013698630137 -1531,AAPL240119P00155000,AAPL,2024-01-19,155.0,put,2022-12-27,30.15,29.65,30.45,100,30.2,6362,30.25,30.05,0.52418,-0.37491,0.00458,-0.03038,0.59918,1.063013698630137 -1532,AAPL240119C00160000,AAPL,2024-01-19,160.0,call,2022-12-27,9.1,8.95,9.4,382,9.4,20423,9.5,8.9,0.15293,0.51766,0.01649,-0.02048,0.62981,1.063013698630137 -1533,AAPL240119P00160000,AAPL,2024-01-19,160.0,put,2022-12-27,33.7,33.35,34.2,2325,33.3,16907,34.07,33.3,0.53844,-0.39444,0.00452,-0.03133,0.60823,1.063013698630137 -1534,AAPL240119C00165000,AAPL,2024-01-19,165.0,call,2022-12-27,7.65,7.65,8.1,567,8.15,10151,8.15,7.35,0.16407,0.44847,0.01526,-0.02021,0.62516,1.063013698630137 -1535,AAPL240119P00165000,AAPL,2024-01-19,165.0,put,2022-12-27,37.35,37.25,37.95,7,37.7,7479,37.85,37.35,0.55225,-0.41251,0.00446,-0.03215,0.61521,1.063013698630137 -1536,AAPL240119C00170000,AAPL,2024-01-19,170.0,call,2022-12-27,6.7,6.45,6.8,158,6.6,15923,6.95,6.2,0.17109,0.3873,0.01416,-0.0194,0.6051,1.063013698630137 -1537,AAPL240119P00170000,AAPL,2024-01-19,170.0,put,2022-12-27,41.5,41.3,42.15,1027,41.51,12571,41.63,41.49,0.56911,-0.42827,0.00436,-0.0331,0.62021,1.063013698630137 -1538,AAPL240119C00175000,AAPL,2024-01-19,175.0,call,2022-12-27,5.65,5.3,5.95,59,6.05,12243,6.05,5.54,0.17811,0.33511,0.01295,-0.01847,0.57578,1.063013698630137 -1539,AAPL240119P00175000,AAPL,2024-01-19,175.0,put,2022-12-27,45.65,45.5,46.45,1011,47.0,6868,47.0,45.65,0.58628,-0.44237,0.00426,-0.034,0.62384,1.063013698630137 -1540,AAPL240119C00180000,AAPL,2024-01-19,180.0,call,2022-12-27,4.85,4.6,4.95,152,5.0,13899,5.0,4.6,0.18429,0.28994,0.01175,-0.0174,0.54087,1.063013698630137 -1541,AAPL240119P00180000,AAPL,2024-01-19,180.0,put,2022-12-27,50.4,50.0,50.95,17,50.76,2270,50.83,50.4,0.60589,-0.45419,0.00414,-0.03504,0.62627,1.063013698630137 -1542,AAPL240119C00185000,AAPL,2024-01-19,185.0,call,2022-12-27,4.25,3.85,4.2,25,4.05,12625,4.25,4.0,0.18917,0.24991,0.01063,-0.01618,0.50207,1.063013698630137 -1543,AAPL240119P00185000,AAPL,2024-01-19,185.0,put,2022-12-27,54.85,54.6,55.75,48,55.05,2663,55.3,54.85,0.6274,-0.46392,0.00401,-0.03619,0.62785,1.063013698630137 -1544,AAPL240119C00190000,AAPL,2024-01-19,190.0,call,2022-12-27,3.45,3.2,3.5,41,3.9,13518,3.9,3.34,0.1926,0.21373,0.00957,-0.0148,0.46015,1.063013698630137 -1545,AAPL240119P00190000,AAPL,2024-01-19,190.0,put,2022-12-27,59.47,59.4,60.7,14,58.8,7219,59.8,58.8,0.65052,-0.4717,0.00387,-0.03744,0.62884,1.063013698630137 -1546,AAPL240119C00195000,AAPL,2024-01-19,195.0,call,2022-12-27,2.88,2.68,3.05,142,2.97,11334,2.98,2.76,0.19772,0.18533,0.00855,-0.01369,0.42228,1.063013698630137 -1547,AAPL240119P00195000,AAPL,2024-01-19,195.0,put,2022-12-27,65.1,64.3,65.55,2,65.15,6449,65.15,65.1,0.67249,-0.47866,0.00375,-0.03859,0.62953,1.063013698630137 -1548,AAPL240119C00200000,AAPL,2024-01-19,200.0,call,2022-12-27,2.4,2.3,2.5,451,2.59,36213,2.7,2.3,0.20092,0.15868,0.00762,-0.01242,0.38241,1.063013698630137 -1549,AAPL240119P00200000,AAPL,2024-01-19,200.0,put,2022-12-27,69.7,69.3,70.6,42,69.1,8,69.89,69.1,0.69592,-0.48398,0.00362,-0.03985,0.62992,1.063013698630137 -1550,AAPL240119C00205000,AAPL,2024-01-19,205.0,call,2022-12-27,2.06,1.96,2.13,180,1.97,4146,2.07,1.95,0.20496,0.13722,0.00678,-0.01135,0.34695,1.063013698630137 -1551,AAPL240119P00205000,AAPL,2024-01-19,205.0,put,2022-12-27,72.25,74.25,76.25,5,72.25,0,72.25,72.25,0.72285,-0.48692,0.00349,-0.04139,0.63009,1.063013698630137 -1552,AAPL240119C00210000,AAPL,2024-01-19,210.0,call,2022-12-27,1.69,1.48,1.86,837,1.79,9518,1.79,1.64,0.20626,0.11546,0.00597,-0.01002,0.30759,1.063013698630137 -1553,AAPL240119P00210000,AAPL,2024-01-19,210.0,put,2022-12-27,77.25,79.15,80.65,2,77.3,33,77.3,77.25,0.73864,-0.4934,0.00342,-0.04204,0.63034,1.063013698630137 -1554,AAPL240119C00215000,AAPL,2024-01-19,215.0,call,2022-12-27,1.41,1.34,1.55,9,1.63,6240,1.63,1.4,0.21053,0.10067,0.0053,-0.00917,0.27869,1.063013698630137 -1555,AAPL240119P00215000,AAPL,2024-01-19,215.0,put,2022-12-27,83.44,84.15,85.6,4,83.45,10,83.59,83.44,0.75878,-0.4974,0.00333,-0.04304,0.63042,1.063013698630137 -1556,AAPL240119C00220000,AAPL,2024-01-19,220.0,call,2022-12-27,1.23,1.12,1.28,979,1.29,15056,1.29,1.2,0.21244,0.08546,0.00465,-0.00813,0.24689,1.063013698630137 -1557,AAPL240119P00220000,AAPL,2024-01-19,220.0,put,2022-12-27,82.0,89.1,91.2,1,82.0,2,82.0,82.0,0.78312,-0.49898,0.00322,-0.04438,0.63043,1.063013698630137 -1558,AAPL240119C00225000,AAPL,2024-01-19,225.0,call,2022-12-27,1.01,0.97,1.23,27,1.0,5835,1.06,0.99,0.21893,0.07756,0.0042,-0.00771,0.22948,1.063013698630137 -1559,AAPL240119P00225000,AAPL,2024-01-19,225.0,put,2022-12-27,78.2,93.45,96.4,2,78.1,0,78.2,78.1,0.79876,-0.50352,0.00316,-0.04501,0.63041,1.063013698630137 -1560,AAPL240119C00230000,AAPL,2024-01-19,230.0,call,2022-12-27,0.87,0.8,0.98,15,0.97,3650,0.97,0.85,0.21915,0.0646,0.00364,-0.00667,0.19942,1.063013698630137 -1561,AAPL240119P00230000,AAPL,2024-01-19,230.0,put,2022-12-27,99.92,99.0,101.4,2,99.92,0,99.92,99.92,0.82188,-0.50439,0.00307,-0.04626,0.63039,1.063013698630137 -1562,AAPL240119C00235000,AAPL,2024-01-19,235.0,call,2022-12-27,0.75,0.6,0.87,6,0.66,2817,0.75,0.66,0.22038,0.05455,0.00317,-0.00584,0.17466,1.063013698630137 -1563,AAPL240119P00235000,AAPL,2024-01-19,235.0,put,2022-12-27,88.8,103.85,106.55,2,88.65,0,88.8,88.65,0.84003,-0.50682,0.003,-0.04711,0.63034,1.063013698630137 -1564,AAPL240119C00240000,AAPL,2024-01-19,240.0,call,2022-12-27,0.6,0.6,0.7,377,0.7,9683,0.7,0.6,0.22427,0.04831,0.00283,-0.00536,0.15855,1.063013698630137 -1565,AAPL240119P00240000,AAPL,2024-01-19,240.0,put,2022-12-27,91.4,108.25,111.55,4,91.4,1,91.4,91.4,0.85293,-0.511,0.00296,-0.04752,0.63019,1.063013698630137 -1566,AAPL240119C00245000,AAPL,2024-01-19,245.0,call,2022-12-27,0.6,0.5,0.64,2,0.6,3187,0.6,0.6,0.22762,0.04259,0.00252,-0.00489,0.14327,1.063013698630137 -1567,AAPL240119P00245000,AAPL,2024-01-19,245.0,put,2022-12-27,98.6,114.1,116.6,1,98.6,3,98.6,98.6,0.87734,-0.50989,0.00288,-0.0489,0.63024,1.063013698630137 -1568,AAPL240119C00250000,AAPL,2024-01-19,250.0,call,2022-12-27,0.51,0.45,0.52,192,0.49,9675,0.52,0.48,0.22953,0.03668,0.00221,-0.00434,0.1269,1.063013698630137 -1569,AAPL240119P00250000,AAPL,2024-01-19,250.0,put,2022-12-27,117.14,118.85,121.65,1,117.14,0,117.14,117.14,0.89252,-0.51228,0.00283,-0.04951,0.63013,1.063013698630137 -1570,AAPL240119C00255000,AAPL,2024-01-19,255.0,call,2022-12-27,0.47,0.33,0.47,5,0.47,223,0.47,0.47,0.23022,0.03089,0.00192,-0.00377,0.11015,1.063013698630137 -1571,AAPL240119P00255000,AAPL,2024-01-19,255.0,put,2022-12-27,0.0,123.2,126.7,0,0.0,0,0.0,0.0,0.90412,-0.51586,0.00279,-0.04982,0.62993,1.063013698630137 -1572,AAPL240119C00260000,AAPL,2024-01-19,260.0,call,2022-12-27,0.38,0.35,0.4,103,0.37,11185,0.38,0.35,0.2354,0.02862,0.00176,-0.0036,0.1034,1.063013698630137 -1573,AAPL240119P00260000,AAPL,2024-01-19,260.0,put,2022-12-27,116.81,128.0,131.7,3,116.81,1,116.81,116.81,0.91846,-0.51794,0.00275,-0.05036,0.62979,1.063013698630137 -1574,AAPL240119C00265000,AAPL,2024-01-19,265.0,call,2022-12-27,0.5,0.19,0.54,5,0.64,320,0.64,0.5,0.24181,0.02737,0.00165,-0.00354,0.09962,1.063013698630137 -1575,AAPL240119P00265000,AAPL,2024-01-19,265.0,put,2022-12-27,0.0,133.75,136.55,0,0.0,0,0.0,0.0,0.93891,-0.51708,0.00269,-0.05143,0.62985,1.063013698630137 -1576,AAPL240119C00270000,AAPL,2024-01-19,270.0,call,2022-12-27,0.29,0.23,0.37,4,0.29,1461,0.29,0.29,0.24181,0.02297,0.00142,-0.00305,0.08602,1.063013698630137 -1577,AAPL240119P00270000,AAPL,2024-01-19,270.0,put,2022-12-27,130.59,138.9,141.6,4,130.21,0,130.59,130.21,0.95577,-0.51747,0.00264,-0.0522,0.62983,1.063013698630137 -1578,AAPL240119C00275000,AAPL,2024-01-19,275.0,call,2022-12-27,0.25,0.1,0.51,7,0.25,198,0.25,0.25,0.24929,0.02276,0.00137,-0.00311,0.08534,1.063013698630137 -1579,AAPL240119P00275000,AAPL,2024-01-19,275.0,put,2022-12-27,139.75,143.9,146.65,2,139.8,0,139.8,139.75,0.97111,-0.51825,0.0026,-0.05284,0.62977,1.063013698630137 -1580,AAPL240119C00280000,AAPL,2024-01-19,280.0,call,2022-12-27,0.19,0.17,0.3,28,0.27,1366,0.27,0.19,0.24677,0.01814,0.00114,-0.00253,0.07043,1.063013698630137 -1581,AAPL240119P00280000,AAPL,2024-01-19,280.0,put,2022-12-27,140.27,147.9,151.6,30,140.2,0,140.27,139.22,0.97736,-0.52269,0.00258,-0.0527,0.62941,1.063013698630137 -1582,AAPL240119C00285000,AAPL,2024-01-19,285.0,call,2022-12-27,0.4,0.07,0.45,1,0.4,3,0.4,0.4,0.25669,0.01924,0.00116,-0.00276,0.07405,1.063013698630137 -1583,AAPL240119P00285000,AAPL,2024-01-19,285.0,put,2022-12-27,135.02,153.4,156.7,2,135.02,0,135.02,135.02,0.99651,-0.52133,0.00253,-0.05368,0.62953,1.063013698630137 -1584,AAPL240119C00290000,AAPL,2024-01-19,290.0,call,2022-12-27,0.17,0.07,0.39,2,0.28,745,0.28,0.17,0.25867,0.01713,0.00104,-0.00251,0.06706,1.063013698630137 -1585,AAPL240119P00290000,AAPL,2024-01-19,290.0,put,2022-12-27,145.7,158.6,161.6,2,145.87,0,145.87,145.7,1.01147,-0.52156,0.00249,-0.0543,0.62951,1.063013698630137 -1586,AAPL240119C00300000,AAPL,2024-01-19,300.0,call,2022-12-27,0.19,0.13,0.19,818,0.17,19229,0.19,0.11,0.25845,0.01234,0.00078,-0.00188,0.05058,1.063013698630137 -1587,AAPL240119P00300000,AAPL,2024-01-19,300.0,put,2022-12-27,159.0,168.0,171.6,50,159.0,0,159.0,159.0,1.03405,-0.52458,0.00244,-0.05492,0.62923,1.063013698630137 -1588,AAPL240119C00310000,AAPL,2024-01-19,310.0,call,2022-12-27,0.1,0.11,0.19,4,0.1,1587,0.1,0.1,0.26752,0.01131,0.0007,-0.0018,0.04689,1.063013698630137 -1589,AAPL240119P00310000,AAPL,2024-01-19,310.0,put,2022-12-27,168.86,179.0,181.65,2,168.58,1,168.86,168.58,1.06884,-0.52158,0.00236,-0.05661,0.62951,1.063013698630137 -1590,AAPL240119C00320000,AAPL,2024-01-19,320.0,call,2022-12-27,0.1,0.1,0.13,5,0.1,5083,0.12,0.1,0.26974,0.00882,0.00056,-0.00145,0.03775,1.063013698630137 -1591,AAPL240119P00320000,AAPL,2024-01-19,320.0,put,2022-12-27,190.0,188.0,191.65,2,189.95,0,190.0,189.95,1.08639,-0.52537,0.00232,-0.05682,0.62915,1.063013698630137 -1592,AAPL240315C00050000,AAPL,2024-03-15,50.0,call,2022-12-27,83.35,81.35,84.25,2,83.35,21,83.35,83.35,4e-05,1.0,0.0,-0.0055,0.0,1.2164383561643837 -1593,AAPL240315P00050000,AAPL,2024-03-15,50.0,put,2022-12-27,0.6,0.56,0.69,7,0.63,396,0.63,0.6,0.56667,-0.01487,0.00039,-0.00372,0.06355,1.2164383561643837 -1594,AAPL240315C00055000,AAPL,2024-03-15,55.0,call,2022-12-27,83.1,77.0,79.65,4,83.0,672,83.1,82.9,4e-05,1.0,0.0,-0.00605,0.0,1.2164383561643837 -1595,AAPL240315P00055000,AAPL,2024-03-15,55.0,put,2022-12-27,0.82,0.47,1.02,2,0.82,10,0.82,0.82,0.53989,-0.01827,0.00049,-0.0042,0.07577,1.2164383561643837 -1596,AAPL240315C00060000,AAPL,2024-03-15,60.0,call,2022-12-27,87.8,72.6,75.2,18,87.8,148,87.8,87.8,4e-05,1.0,0.0,-0.0066,0.0,1.2164383561643837 -1597,AAPL240315P00060000,AAPL,2024-03-15,60.0,put,2022-12-27,1.1,0.73,1.51,4,1.1,166,1.1,1.1,0.54043,-0.02598,0.00066,-0.00562,0.10202,1.2164383561643837 -1598,AAPL240315C00065000,AAPL,2024-03-15,65.0,call,2022-12-27,69.83,68.3,70.75,1,69.83,65,69.83,69.83,4e-05,1.0,0.0,-0.00716,0.0,1.2164383561643837 -1599,AAPL240315P00065000,AAPL,2024-03-15,65.0,put,2022-12-27,1.49,1.15,1.64,6,1.5,10,1.5,1.43,0.52441,-0.03241,0.00082,-0.00651,0.1226,1.2164383561643837 -1600,AAPL240315C00070000,AAPL,2024-03-15,70.0,call,2022-12-27,65.0,64.15,66.3,3,65.0,132,65.0,64.9,4e-05,1.0,0.0,-0.00771,0.0,1.2164383561643837 -1601,AAPL240315P00070000,AAPL,2024-03-15,70.0,put,2022-12-27,1.88,1.66,1.96,2,1.91,287,1.91,1.88,0.51579,-0.04114,0.00101,-0.00772,0.14904,1.2164383561643837 -1602,AAPL240315C00075000,AAPL,2024-03-15,75.0,call,2022-12-27,66.0,60.05,61.95,2,66.05,96,66.05,66.0,4e-05,1.0,0.0,-0.00826,0.0,1.2164383561643837 -1603,AAPL240315P00075000,AAPL,2024-03-15,75.0,put,2022-12-27,2.4,2.02,2.51,6,2.34,24,2.4,2.34,0.50556,-0.05075,0.00122,-0.00889,0.17644,1.2164383561643837 -1604,AAPL240315C00080000,AAPL,2024-03-15,80.0,call,2022-12-27,56.0,56.15,57.7,10,56.0,53,56.0,56.0,4e-05,1.0,0.0,-0.00881,0.0,1.2164383561643837 -1605,AAPL240315P00080000,AAPL,2024-03-15,80.0,put,2022-12-27,3.0,2.82,3.5,108,2.97,308,3.0,2.97,0.51334,-0.06587,0.00148,-0.01099,0.21656,1.2164383561643837 -1606,AAPL240315C00085000,AAPL,2024-03-15,85.0,call,2022-12-27,54.0,52.05,53.5,10,54.0,82,54.0,54.0,4e-05,1.0,0.0,-0.00936,0.0,1.2164383561643837 -1607,AAPL240315P00085000,AAPL,2024-03-15,85.0,put,2022-12-27,3.75,3.6,3.85,7,3.9,125,3.9,3.75,0.50014,-0.07745,0.00172,-0.01202,0.24523,1.2164383561643837 -1608,AAPL240315C00090000,AAPL,2024-03-15,90.0,call,2022-12-27,50.53,48.35,49.45,1,50.53,85,50.53,50.53,4e-05,1.0,0.0,-0.00991,0.0,1.2164383561643837 -1609,AAPL240315P00090000,AAPL,2024-03-15,90.0,put,2022-12-27,4.42,4.4,4.65,14,4.42,531,4.42,4.42,0.49358,-0.09192,0.00198,-0.01336,0.27884,1.2164383561643837 -1610,AAPL240315C00095000,AAPL,2024-03-15,95.0,call,2022-12-27,45.95,44.95,45.55,4,46.54,74,46.54,45.95,4e-05,1.0,0.0,-0.01046,0.0,1.2164383561643837 -1611,AAPL240315P00095000,AAPL,2024-03-15,95.0,put,2022-12-27,5.3,5.35,5.6,23,5.3,332,5.3,5.3,0.48885,-0.10816,0.00225,-0.01475,0.31403,1.2164383561643837 -1612,AAPL240315C00100000,AAPL,2024-03-15,100.0,call,2022-12-27,41.57,40.9,41.85,1,41.57,75,41.57,41.57,4e-05,1.0,0.0,-0.01101,0.0,1.2164383561643837 -1613,AAPL240315P00100000,AAPL,2024-03-15,100.0,put,2022-12-27,6.56,6.45,6.8,9,6.67,706,6.67,6.55,0.48664,-0.12631,0.00252,-0.01622,0.35053,1.2164383561643837 -1614,AAPL240315C00105000,AAPL,2024-03-15,105.0,call,2022-12-27,39.3,37.65,38.6,1,39.3,20,39.3,39.3,4e-05,1.0,0.0,-0.01156,0.0,1.2164383561643837 -1615,AAPL240315P00105000,AAPL,2024-03-15,105.0,put,2022-12-27,7.78,7.7,8.0,1,7.78,409,7.78,7.78,0.48298,-0.14525,0.00279,-0.01751,0.38574,1.2164383561643837 -1616,AAPL240315C00110000,AAPL,2024-03-15,110.0,call,2022-12-27,34.55,33.9,35.0,5,34.55,55,34.55,34.55,4e-05,1.0,0.0,-0.01211,0.0,1.2164383561643837 -1617,AAPL240315P00110000,AAPL,2024-03-15,110.0,put,2022-12-27,9.1,9.05,9.55,14,9.1,89,9.1,9.1,0.48183,-0.16584,0.00306,-0.01885,0.42101,1.2164383561643837 -1618,AAPL240315C00115000,AAPL,2024-03-15,115.0,call,2022-12-27,35.6,30.95,32.3,353,36.1,232,36.1,35.6,4e-05,1.0,0.0,-0.01266,0.0,1.2164383561643837 -1619,AAPL240315P00115000,AAPL,2024-03-15,115.0,put,2022-12-27,10.65,10.65,11.05,2,10.7,702,10.7,10.65,0.47985,-0.18712,0.00331,-0.02,0.45443,1.2164383561643837 -1620,AAPL240315C00120000,AAPL,2024-03-15,120.0,call,2022-12-27,28.55,27.65,28.85,4,28.6,50,28.6,28.55,4e-05,1.0,0.0,-0.01321,0.0,1.2164383561643837 -1621,AAPL240315P00120000,AAPL,2024-03-15,120.0,put,2022-12-27,12.4,12.4,12.8,86,12.9,852,12.9,12.4,0.47916,-0.20939,0.00355,-0.0211,0.48636,1.2164383561643837 -1622,AAPL240315C00125000,AAPL,2024-03-15,125.0,call,2022-12-27,25.65,25.25,25.8,10,25.0,42,25.65,24.95,4e-05,1.0,0.0,-0.01376,0.0,1.2164383561643837 -1623,AAPL240315P00125000,AAPL,2024-03-15,125.0,put,2022-12-27,14.45,14.4,14.75,53,14.35,946,14.67,14.35,0.48023,-0.23244,0.00376,-0.02214,0.51633,1.2164383561643837 -1624,AAPL240315C00130000,AAPL,2024-03-15,130.0,call,2022-12-27,23.0,22.65,23.15,53,22.6,100,23.0,22.6,4e-05,1.0,0.0,-0.01431,0.0,1.2164383561643837 -1625,AAPL240315P00130000,AAPL,2024-03-15,130.0,put,2022-12-27,16.67,16.55,17.0,46,17.19,633,17.19,16.67,0.48267,-0.25586,0.00394,-0.02311,0.54378,1.2164383561643837 -1626,AAPL240315C00135000,AAPL,2024-03-15,135.0,call,2022-12-27,21.25,20.15,20.65,1,21.25,77,21.25,21.25,4e-05,1.0,0.0,-0.01486,0.0,1.2164383561643837 -1627,AAPL240315P00135000,AAPL,2024-03-15,135.0,put,2022-12-27,19.15,18.9,19.35,44,19.1,244,19.2,19.1,0.48519,-0.27928,0.0041,-0.02392,0.56833,1.2164383561643837 -1628,AAPL240315C00140000,AAPL,2024-03-15,140.0,call,2022-12-27,18.15,17.85,18.4,63,18.12,613,18.25,17.9,4e-05,1.0,0.0,-0.01541,0.0,1.2164383561643837 -1629,AAPL240315P00140000,AAPL,2024-03-15,140.0,put,2022-12-27,21.6,21.5,21.95,271,21.8,1776,22.4,21.6,0.48962,-0.3025,0.00422,-0.02468,0.58996,1.2164383561643837 -1630,AAPL240315C00145000,AAPL,2024-03-15,145.0,call,2022-12-27,15.88,15.75,16.25,43,15.85,230,15.9,15.85,0.10311,0.82178,0.01496,-0.01774,0.4408,1.2164383561643837 -1631,AAPL240315P00145000,AAPL,2024-03-15,145.0,put,2022-12-27,24.38,24.3,24.95,177,24.89,683,24.89,24.38,0.49656,-0.32509,0.00429,-0.02545,0.60848,1.2164383561643837 -1632,AAPL240315C00150000,AAPL,2024-03-15,150.0,call,2022-12-27,13.9,13.85,14.3,52,13.97,429,13.97,13.9,0.13134,0.69768,0.01571,-0.01938,0.5898,1.2164383561643837 -1633,AAPL240315P00150000,AAPL,2024-03-15,150.0,put,2022-12-27,27.38,27.05,27.85,51,27.89,191,27.89,27.38,0.49999,-0.34727,0.00437,-0.02586,0.62435,1.2164383561643837 -1634,AAPL240315C00155000,AAPL,2024-03-15,155.0,call,2022-12-27,12.33,12.0,12.6,1,12.33,384,12.33,12.33,0.1482,0.60864,0.01533,-0.02013,0.64923,1.2164383561643837 -1635,AAPL240315P00155000,AAPL,2024-03-15,155.0,put,2022-12-27,30.85,30.7,31.4,6,30.95,614,30.95,30.85,0.5138,-0.36719,0.00434,-0.02677,0.63667,1.2164383561643837 -1636,AAPL240315C00160000,AAPL,2024-03-15,160.0,call,2022-12-27,10.78,10.45,11.0,5,10.65,1416,10.88,10.6,0.16064,0.53522,0.01463,-0.02034,0.67176,1.2164383561643837 -1637,AAPL240315P00160000,AAPL,2024-03-15,160.0,put,2022-12-27,34.45,34.1,34.75,40,34.5,34,34.5,34.45,0.52189,-0.38677,0.00434,-0.02723,0.64704,1.2164383561643837 -1638,AAPL240315C00165000,AAPL,2024-03-15,165.0,call,2022-12-27,9.2,9.1,9.6,1,9.2,88,9.2,9.2,0.17063,0.47226,0.0138,-0.02016,0.67276,1.2164383561643837 -1639,AAPL240315P00165000,AAPL,2024-03-15,165.0,put,2022-12-27,38.75,37.75,38.5,5,38.3,30,38.75,38.25,0.53326,-0.40451,0.0043,-0.02779,0.65498,1.2164383561643837 -1640,AAPL240315C00170000,AAPL,2024-03-15,170.0,call,2022-12-27,8.0,7.8,8.3,18,8.35,201,8.35,7.8,0.1775,0.41607,0.013,-0.01958,0.65941,1.2164383561643837 -1641,AAPL240315P00170000,AAPL,2024-03-15,170.0,put,2022-12-27,42.02,41.85,42.5,202,40.86,101,42.02,40.86,0.54829,-0.41994,0.00422,-0.02851,0.66077,1.2164383561643837 -1642,AAPL240315C00175000,AAPL,2024-03-15,175.0,call,2022-12-27,6.95,6.75,7.2,2,7.0,166,7.0,6.95,0.18421,0.36706,0.01209,-0.01886,0.63659,1.2164383561643837 -1643,AAPL240315P00175000,AAPL,2024-03-15,175.0,put,2022-12-27,45.6,45.8,47.2,4,45.6,495,45.6,45.6,0.56599,-0.43309,0.00411,-0.02936,0.66488,1.2164383561643837 -1644,AAPL240315C00180000,AAPL,2024-03-15,180.0,call,2022-12-27,6.05,5.8,6.2,13,6.0,654,6.05,5.9,0.1894,0.32292,0.01121,-0.01793,0.60681,1.2164383561643837 -1645,AAPL240315P00180000,AAPL,2024-03-15,180.0,put,2022-12-27,49.75,50.05,51.65,9,49.75,111,49.75,49.75,0.58262,-0.44514,0.00401,-0.0301,0.66801,1.2164383561643837 -1646,AAPL240315C00185000,AAPL,2024-03-15,185.0,call,2022-12-27,5.16,4.95,5.3,5,5.1,1052,5.16,5.05,0.19337,0.28289,0.01035,-0.01684,0.57188,1.2164383561643837 -1647,AAPL240315P00185000,AAPL,2024-03-15,185.0,put,2022-12-27,54.7,54.55,56.4,2,54.8,173,54.8,54.7,0.60215,-0.45485,0.00389,-0.031,0.67007,1.2164383561643837 -1648,AAPL240315C00190000,AAPL,2024-03-15,190.0,call,2022-12-27,4.46,4.3,4.55,25,4.5,268,4.5,4.46,0.19787,0.24873,0.00947,-0.01581,0.53573,1.2164383561643837 -1649,AAPL240315P00190000,AAPL,2024-03-15,190.0,put,2022-12-27,59.0,59.15,61.2,4,59.0,84,59.0,59.0,0.6216,-0.46332,0.00378,-0.03187,0.67154,1.2164383561643837 -1650,AAPL240315C00195000,AAPL,2024-03-15,195.0,call,2022-12-27,3.83,3.65,4.0,21,3.83,179,3.83,3.83,0.20206,0.21876,0.00864,-0.01476,0.49891,1.2164383561643837 -1651,AAPL240315P00195000,AAPL,2024-03-15,195.0,put,2022-12-27,63.75,63.85,66.15,4,63.75,15,63.75,63.75,0.64198,-0.47027,0.00367,-0.0328,0.67252,1.2164383561643837 -1652,AAPL240315C00200000,AAPL,2024-03-15,200.0,call,2022-12-27,3.23,3.1,3.5,7,3.4,436,3.57,3.23,0.20573,0.19211,0.00786,-0.0137,0.46185,1.2164383561643837 -1653,AAPL240315P00200000,AAPL,2024-03-15,200.0,put,2022-12-27,57.78,69.1,71.05,1,57.78,0,57.78,57.78,0.66517,-0.47504,0.00354,-0.03393,0.67307,1.2164383561643837 -1654,AAPL240315C00205000,AAPL,2024-03-15,205.0,call,2022-12-27,2.95,2.66,2.91,3,2.95,296,2.95,2.95,0.20756,0.16644,0.00711,-0.01247,0.422,1.2164383561643837 -1655,AAPL240315P00205000,AAPL,2024-03-15,205.0,put,2022-12-27,58.9,73.55,76.15,2,58.45,0,58.9,58.45,0.68302,-0.48101,0.00345,-0.03467,0.67363,1.2164383561643837 -1656,AAPL240315C00210000,AAPL,2024-03-15,210.0,call,2022-12-27,2.52,2.28,2.58,2,2.52,175,2.52,2.52,0.21145,0.14696,0.00643,-0.01156,0.38878,1.2164383561643837 -1657,AAPL240315P00210000,AAPL,2024-03-15,210.0,put,2022-12-27,62.65,78.45,81.35,2,62.75,0,62.75,62.65,0.70423,-0.48476,0.00335,-0.03565,0.6739,1.2164383561643837 -1658,AAPL240315C00215000,AAPL,2024-03-15,215.0,call,2022-12-27,2.05,1.92,2.15,65,2.1,131,2.11,2.05,0.21259,0.12652,0.00578,-0.01039,0.35092,1.2164383561643837 -1659,AAPL240315P00215000,AAPL,2024-03-15,215.0,put,2022-12-27,68.6,83.55,86.35,2,68.55,0,68.6,68.55,0.72475,-0.48803,0.00325,-0.03658,0.67409,1.2164383561643837 -1660,AAPL240315C00220000,AAPL,2024-03-15,220.0,call,2022-12-27,1.93,1.54,1.94,2,1.7,287,1.93,1.7,0.21481,0.11013,0.00518,-0.00943,0.31813,1.2164383561643837 -1661,AAPL240315P00220000,AAPL,2024-03-15,220.0,put,2022-12-27,73.65,88.65,91.2,4,73.5,0,73.65,73.5,0.74352,-0.49136,0.00317,-0.03738,0.67423,1.2164383561643837 -1662,AAPL240315C00225000,AAPL,2024-03-15,225.0,call,2022-12-27,1.55,1.39,2.04,5,1.53,1627,1.55,1.51,0.22465,0.10524,0.0048,-0.00944,0.3079,1.2164383561643837 -1663,AAPL240315P00225000,AAPL,2024-03-15,225.0,put,2022-12-27,0.0,94.1,96.55,0,0.0,0,0.0,0.0,0.76801,-0.49162,0.00307,-0.03861,0.67424,1.2164383561643837 -1664,AAPL240315C00230000,AAPL,2024-03-15,230.0,call,2022-12-27,1.28,0.89,1.4,2,1.32,147,1.32,1.28,0.21381,0.07764,0.00402,-0.00715,0.24567,1.2164383561643837 -1665,AAPL240315P00230000,AAPL,2024-03-15,230.0,put,2022-12-27,83.75,98.2,101.6,2,83.6,0,83.75,83.6,0.77969,-0.49684,0.00303,-0.03888,0.67437,1.2164383561643837 -1666,AAPL240315C00235000,AAPL,2024-03-15,235.0,call,2022-12-27,1.15,0.97,1.25,23,1.1,75,1.15,1.1,0.22167,0.0735,0.00372,-0.00705,0.23563,1.2164383561643837 -1667,AAPL240315P00235000,AAPL,2024-03-15,235.0,put,2022-12-27,93.27,103.0,106.55,2,93.44,0,93.44,93.27,0.79533,-0.49987,0.00297,-0.03945,0.67439,1.2164383561643837 -1668,AAPL240315C00240000,AAPL,2024-03-15,240.0,call,2022-12-27,0.92,0.9,1.06,12,0.99,26,0.99,0.92,0.2248,0.06533,0.00335,-0.00648,0.21518,1.2164383561643837 -1669,AAPL240315P00240000,AAPL,2024-03-15,240.0,put,2022-12-27,98.31,108.75,111.65,2,98.29,0,98.31,98.29,0.81875,-0.49902,0.00288,-0.04062,0.67439,1.2164383561643837 -1670,AAPL240315C00245000,AAPL,2024-03-15,245.0,call,2022-12-27,0.89,0.75,0.98,2,0.89,39,0.89,0.89,0.2277,0.05807,0.00302,-0.00596,0.19627,1.2164383561643837 -1671,AAPL240315P00245000,AAPL,2024-03-15,245.0,put,2022-12-27,100.25,112.95,116.65,2,99.99,0,100.25,99.99,0.82935,-0.50339,0.00285,-0.04081,0.67437,1.2164383561643837 -1672,AAPL240315C00250000,AAPL,2024-03-15,250.0,call,2022-12-27,0.73,0.64,0.95,2,0.75,8,0.75,0.73,0.23212,0.05312,0.00276,-0.00563,0.18294,1.2164383561643837 -1673,AAPL240315P00250000,AAPL,2024-03-15,250.0,put,2022-12-27,0.0,118.75,121.7,0,0.0,0,0.0,0.0,0.85186,-0.5021,0.00277,-0.04192,0.67438,1.2164383561643837 -1674,AAPL240315C00255000,AAPL,2024-03-15,255.0,call,2022-12-27,0.6,0.6,0.82,2,0.65,20,0.65,0.6,0.2351,0.04766,0.0025,-0.0052,0.16779,1.2164383561643837 -1675,AAPL240315P00255000,AAPL,2024-03-15,255.0,put,2022-12-27,0.0,123.5,126.6,0,0.0,0,0.0,0.0,0.86506,-0.50459,0.00273,-0.04231,0.67435,1.2164383561643837 -1676,AAPL240315C00260000,AAPL,2024-03-15,260.0,call,2022-12-27,0.62,0.25,0.92,2,0.62,208,0.62,0.62,0.23457,0.04028,0.00219,-0.00451,0.1465,1.2164383561643837 -1677,AAPL240315P00260000,AAPL,2024-03-15,260.0,put,2022-12-27,0.0,128.65,131.5,0,0.0,0,0.0,0.0,0.88093,-0.50556,0.00268,-0.04292,0.67433,1.2164383561643837 -1678,AAPL240315C00265000,AAPL,2024-03-15,265.0,call,2022-12-27,0.8,0.19,0.84,2,0.75,368,0.8,0.75,0.2367,0.03575,0.00197,-0.00411,0.13291,1.2164383561643837 -1679,AAPL240315P00265000,AAPL,2024-03-15,265.0,put,2022-12-27,0.0,133.0,136.55,0,0.0,0,0.0,0.0,0.89153,-0.50858,0.00265,-0.04312,0.67424,1.2164383561643837 -1680,AAPL240315C00270000,AAPL,2024-03-15,270.0,call,2022-12-27,0.5,0.15,0.68,23,0.5,622,0.5,0.5,0.2354,0.02967,0.00169,-0.0035,0.11398,1.2164383561643837 -1681,AAPL240315P00270000,AAPL,2024-03-15,270.0,put,2022-12-27,0.0,138.2,141.6,0,0.0,0,0.0,0.0,0.90816,-0.50862,0.0026,-0.04378,0.67423,1.2164383561643837 -1682,AAPL240315C00275000,AAPL,2024-03-15,275.0,call,2022-12-27,0.38,0.3,0.48,4,0.39,1231,0.4,0.38,0.23975,0.02768,0.00157,-0.00335,0.10757,1.2164383561643837 -1683,AAPL240315P00275000,AAPL,2024-03-15,275.0,put,2022-12-27,139.65,143.45,146.6,4,139.7,0,139.75,139.65,0.92449,-0.50853,0.00255,-0.04443,0.67424,1.2164383561643837 -1684,AAPL240315C00280000,AAPL,2024-03-15,280.0,call,2022-12-27,0.38,0.07,0.65,2,0.38,312,0.38,0.38,0.24326,0.02548,0.00144,-0.00316,0.1004,1.2164383561643837 -1685,AAPL240315P00280000,AAPL,2024-03-15,280.0,put,2022-12-27,0.0,148.4,151.6,0,0.0,0,0.0,0.0,0.9383,-0.50932,0.00251,-0.04489,0.67421,1.2164383561643837 -1686,AAPL240315C00285000,AAPL,2024-03-15,285.0,call,2022-12-27,0.51,0.08,0.51,1,0.51,471,0.51,0.51,0.24242,0.0214,0.00125,-0.00271,0.08668,1.2164383561643837 -1687,AAPL240315P00285000,AAPL,2024-03-15,285.0,put,2022-12-27,136.45,153.4,156.6,2,136.4,0,136.45,136.4,0.95226,-0.5098,0.00248,-0.04536,0.67419,1.2164383561643837 -1688,AAPL240621C00050000,AAPL,2024-06-21,50.0,call,2022-12-27,84.99,81.8,85.3,1,84.99,1535,84.99,84.99,4e-05,1.0,0.0,-0.00544,0.0,1.484931506849315 -1689,AAPL240621P00050000,AAPL,2024-06-21,50.0,put,2022-12-27,0.9,0.73,0.95,32,0.9,10103,0.9,0.84,0.54546,-0.01802,0.00043,-0.00375,0.08276,1.484931506849315 -1690,AAPL240621C00055000,AAPL,2024-06-21,55.0,call,2022-12-27,78.8,77.3,80.75,2,79.0,907,79.0,78.8,4e-05,1.0,0.0,-0.00599,0.0,1.484931506849315 -1691,AAPL240621P00055000,AAPL,2024-06-21,55.0,put,2022-12-27,0.95,0.78,1.49,300,0.95,1507,0.95,0.95,0.53471,-0.0239,0.00056,-0.00463,0.10511,1.484931506849315 -1692,AAPL240621C00060000,AAPL,2024-06-21,60.0,call,2022-12-27,79.98,73.05,76.4,276,80.65,887,80.65,79.98,4e-05,1.0,0.0,-0.00653,0.0,1.484931506849315 -1693,AAPL240621P00060000,AAPL,2024-06-21,60.0,put,2022-12-27,1.45,1.05,1.86,1,1.45,1000,1.45,1.45,0.52181,-0.03038,0.00071,-0.00548,0.1284,1.484931506849315 -1694,AAPL240621C00065000,AAPL,2024-06-21,65.0,call,2022-12-27,71.95,68.9,72.05,3,71.95,495,71.95,71.95,4e-05,1.0,0.0,-0.00707,0.0,1.484931506849315 -1695,AAPL240621P00065000,AAPL,2024-06-21,65.0,put,2022-12-27,1.82,1.74,2.01,1,1.82,296,1.82,1.8199999999999998,0.51266,-0.03841,0.00087,-0.00647,0.15573,1.484931506849315 -1696,AAPL240621C00070000,AAPL,2024-06-21,70.0,call,2022-12-27,65.29,64.95,67.7,1,65.29,356,65.29,65.29,4e-05,1.0,0.0,-0.00762,0.0,1.484931506849315 -1697,AAPL240621P00070000,AAPL,2024-06-21,70.0,put,2022-12-27,2.36,2.25,2.51,42,2.36,2168,2.36,2.36,0.50472,-0.04776,0.00105,-0.00753,0.1857,1.484931506849315 -1698,AAPL240621C00075000,AAPL,2024-06-21,75.0,call,2022-12-27,63.55,61.5,63.6,1,63.55,1498,63.55,63.55,4e-05,1.0,0.0,-0.00816,0.0,1.484931506849315 -1699,AAPL240621P00075000,AAPL,2024-06-21,75.0,put,2022-12-27,2.64,2.87,3.1,1,2.64,572,2.64,2.64,0.49801,-0.0585,0.00126,-0.00865,0.2181,1.484931506849315 -1700,AAPL240621C00080000,AAPL,2024-06-21,80.0,call,2022-12-27,57.99,57.45,59.35,1,57.99,787,57.99,57.99,4e-05,1.0,0.0,-0.00871,0.0,1.484931506849315 -1701,AAPL240621P00080000,AAPL,2024-06-21,80.0,put,2022-12-27,3.65,3.55,3.85,30,3.7,4653,3.78,3.65,0.49236,-0.07064,0.00147,-0.0098,0.25255,1.484931506849315 -1702,AAPL240621C00085000,AAPL,2024-06-21,85.0,call,2022-12-27,55.2,53.9,55.0,2,55.2,766,55.2,55.2,4e-05,1.0,0.0,-0.00925,0.0,1.484931506849315 -1703,AAPL240621P00085000,AAPL,2024-06-21,85.0,put,2022-12-27,4.35,4.05,4.65,1,4.35,1246,4.35,4.35,0.48122,-0.08258,0.00169,-0.01067,0.28439,1.484931506849315 -1704,AAPL240621C00090000,AAPL,2024-06-21,90.0,call,2022-12-27,50.85,50.0,51.35,6,50.5,1184,50.85,50.5,4e-05,1.0,0.0,-0.0098,0.0,1.484931506849315 -1705,AAPL240621P00090000,AAPL,2024-06-21,90.0,put,2022-12-27,5.3,5.25,5.55,2,5.3,1624,5.3,5.3,0.48084,-0.09835,0.00193,-0.01201,0.32381,1.484931506849315 -1706,AAPL240621C00095000,AAPL,2024-06-21,95.0,call,2022-12-27,52.0,46.4,47.6,37,50.6,660,52.0,50.55,4e-05,1.0,0.0,-0.01034,0.0,1.484931506849315 -1707,AAPL240621P00095000,AAPL,2024-06-21,95.0,put,2022-12-27,6.4,6.25,6.65,6,6.5,830,6.5,6.4,0.47672,-0.11428,0.00217,-0.01312,0.36091,1.484931506849315 -1708,AAPL240621C00100000,AAPL,2024-06-21,100.0,call,2022-12-27,43.75,43.15,44.0,15,45.1,2358,45.1,43.37,4e-05,1.0,0.0,-0.01088,0.0,1.484931506849315 -1709,AAPL240621P00100000,AAPL,2024-06-21,100.0,put,2022-12-27,7.5,7.35,7.65,236,7.8,3369,7.9,7.5,0.46986,-0.13058,0.00242,-0.01401,0.39632,1.484931506849315 -1710,AAPL240621C00105000,AAPL,2024-06-21,105.0,call,2022-12-27,40.0,39.75,40.5,11,39.3,410,40.3,39.3,4e-05,1.0,0.0,-0.01143,0.0,1.484931506849315 -1711,AAPL240621P00105000,AAPL,2024-06-21,105.0,put,2022-12-27,8.85,8.75,9.15,248,8.8,1379,9.3,8.8,0.47016,-0.1496,0.00265,-0.01519,0.4347,1.484931506849315 -1712,AAPL240621C00110000,AAPL,2024-06-21,110.0,call,2022-12-27,36.93,36.55,37.25,5,36.7,902,37.01,36.7,4e-05,1.0,0.0,-0.01197,0.0,1.484931506849315 -1713,AAPL240621P00110000,AAPL,2024-06-21,110.0,put,2022-12-27,10.34,10.2,10.7,5,10.7,2009,10.7,10.34,0.46856,-0.16896,0.00288,-0.01617,0.47078,1.484931506849315 -1714,AAPL240621C00115000,AAPL,2024-06-21,115.0,call,2022-12-27,33.84,33.35,34.4,8,33.84,1016,33.84,33.84,4e-05,1.0,0.0,-0.01252,0.0,1.484931506849315 -1715,AAPL240621P00115000,AAPL,2024-06-21,115.0,put,2022-12-27,12.06,11.85,12.25,97,11.78,2697,12.2,11.78,0.46635,-0.18892,0.0031,-0.01701,0.50506,1.484931506849315 -1716,AAPL240621C00120000,AAPL,2024-06-21,120.0,call,2022-12-27,30.74,30.65,31.3,11,31.1,14648,31.1,30.15,4e-05,1.0,0.0,-0.01306,0.0,1.484931506849315 -1717,AAPL240621P00120000,AAPL,2024-06-21,120.0,put,2022-12-27,13.93,13.7,14.0,9,13.54,5916,13.93,13.54,0.46566,-0.20973,0.00331,-0.01781,0.53788,1.484931506849315 -1718,AAPL240621C00125000,AAPL,2024-06-21,125.0,call,2022-12-27,28.13,27.7,28.55,67,27.44,725,28.13,27.44,4e-05,1.0,0.0,-0.0136,0.0,1.484931506849315 -1719,AAPL240621P00125000,AAPL,2024-06-21,125.0,put,2022-12-27,15.9,15.65,16.25,58,15.92,1996,16.07,15.65,0.46795,-0.23129,0.00349,-0.01864,0.56891,1.484931506849315 -1720,AAPL240621C00130000,AAPL,2024-06-21,130.0,call,2022-12-27,25.87,25.1,25.7,41,24.84,4394,25.87,24.84,4e-05,1.0,0.0,-0.01415,0.0,1.484931506849315 -1721,AAPL240621P00130000,AAPL,2024-06-21,130.0,put,2022-12-27,18.12,17.8,18.2,9,18.2,5221,18.38,18.12,0.46703,-0.25271,0.00366,-0.01919,0.5969,1.484931506849315 -1722,AAPL240621C00135000,AAPL,2024-06-21,135.0,call,2022-12-27,23.03,22.9,23.3,69,22.7,5515,23.03,22.7,4e-05,1.0,0.0,-0.01469,0.0,1.484931506849315 -1723,AAPL240621P00135000,AAPL,2024-06-21,135.0,put,2022-12-27,20.4,20.2,20.85,4,20.75,4416,20.75,20.4,0.47184,-0.27445,0.00378,-0.0199,0.62259,1.484931506849315 -1724,AAPL240621C00140000,AAPL,2024-06-21,140.0,call,2022-12-27,20.65,20.35,20.95,33,20.1,4240,20.84,20.1,0.0803,0.93449,0.00851,-0.0158,0.23826,1.484931506849315 -1725,AAPL240621P00140000,AAPL,2024-06-21,140.0,put,2022-12-27,22.65,22.75,23.7,9,22.65,7499,22.65,22.65,0.4771,-0.29577,0.00388,-0.02051,0.6452,1.484931506849315 -1726,AAPL240621C00145000,AAPL,2024-06-21,145.0,call,2022-12-27,18.6,18.2,19.0,9,18.0,2850,18.66,18.0,0.12516,0.78337,0.01255,-0.01794,0.54812,1.484931506849315 -1727,AAPL240621P00145000,AAPL,2024-06-21,145.0,put,2022-12-27,25.65,25.55,26.45,32,26.1,5581,26.1,25.65,0.48153,-0.31659,0.00396,-0.02096,0.66491,1.484931506849315 -1728,AAPL240621C00150000,AAPL,2024-06-21,150.0,call,2022-12-27,16.75,16.45,16.9,20,16.8,15187,16.83,15.95,0.14629,0.69292,0.01286,-0.0191,0.65619,1.484931506849315 -1729,AAPL240621P00150000,AAPL,2024-06-21,150.0,put,2022-12-27,28.64,28.5,29.2,27,29.3,3699,29.3,28.64,0.48512,-0.33698,0.00403,-0.02125,0.682,1.484931506849315 -1730,AAPL240621C00155000,AAPL,2024-06-21,155.0,call,2022-12-27,14.75,14.45,15.1,166,14.8,2790,14.96,14.2,0.15881,0.62158,0.01282,-0.01962,0.71024,1.484931506849315 -1731,AAPL240621P00155000,AAPL,2024-06-21,155.0,put,2022-12-27,32.0,31.75,32.55,73,32.15,2136,32.2,31.95,0.49358,-0.35598,0.00404,-0.02171,0.69601,1.484931506849315 -1732,AAPL240621C00160000,AAPL,2024-06-21,160.0,call,2022-12-27,13.4,12.65,13.55,16,13.0,5741,13.4,12.7,0.16888,0.55914,0.01251,-0.01979,0.73691,1.484931506849315 -1733,AAPL240621P00160000,AAPL,2024-06-21,160.0,put,2022-12-27,35.4,35.05,35.7,2,35.4,5796,35.4,35.4,0.49923,-0.3746,0.00407,-0.02192,0.70799,1.484931506849315 -1734,AAPL240621C00165000,AAPL,2024-06-21,165.0,call,2022-12-27,11.7,11.35,12.0,16,11.85,2959,11.85,11.7,0.17803,0.50406,0.012,-0.01974,0.74507,1.484931506849315 -1735,AAPL240621P00165000,AAPL,2024-06-21,165.0,put,2022-12-27,39.25,38.65,39.9,22,40.1,2427,40.1,38.95,0.51296,-0.39034,0.00401,-0.02251,0.71678,1.484931506849315 -1736,AAPL240621C00170000,AAPL,2024-06-21,170.0,call,2022-12-27,10.39,10.1,10.65,66,10.96,5984,10.96,10.0,0.18543,0.45481,0.01145,-0.01946,0.74033,1.484931506849315 -1737,AAPL240621P00170000,AAPL,2024-06-21,170.0,put,2022-12-27,43.47,42.0,43.8,22,43.6,2819,44.0,43.09,0.52128,-0.40631,0.00398,-0.02272,0.72447,1.484931506849315 -1738,AAPL240621C00175000,AAPL,2024-06-21,175.0,call,2022-12-27,9.12,8.9,9.55,123,9.3,7764,9.3,8.94,0.19184,0.41059,0.01085,-0.019,0.72632,1.484931506849315 -1739,AAPL240621P00175000,AAPL,2024-06-21,175.0,put,2022-12-27,46.8,46.55,47.4,4,46.9,3400,46.95,46.8,0.53455,-0.41971,0.00391,-0.02318,0.72997,1.484931506849315 -1740,AAPL240621C00180000,AAPL,2024-06-21,180.0,call,2022-12-27,7.92,7.8,8.3,12,7.95,5302,8.03,7.92,0.19527,0.36832,0.01034,-0.01823,0.70414,1.484931506849315 -1741,AAPL240621P00180000,AAPL,2024-06-21,180.0,put,2022-12-27,50.5,50.25,52.4,7,50.5,1366,50.5,50.5,0.55042,-0.43099,0.00382,-0.02374,0.73394,1.484931506849315 -1742,AAPL240621C00185000,AAPL,2024-06-21,185.0,call,2022-12-27,7.0,6.85,7.35,12,7.15,3093,7.15,6.95,0.19962,0.33128,0.00973,-0.01748,0.67744,1.484931506849315 -1743,AAPL240621P00185000,AAPL,2024-06-21,185.0,put,2022-12-27,55.78,54.65,57.05,14,56.85,1014,56.85,55.78,0.56751,-0.44058,0.00372,-0.02436,0.73683,1.484931506849315 -1744,AAPL240621C00190000,AAPL,2024-06-21,190.0,call,2022-12-27,6.1,5.9,6.55,8,6.15,4574,6.25,6.1,0.20298,0.29705,0.00913,-0.01661,0.64647,1.484931506849315 -1745,AAPL240621P00190000,AAPL,2024-06-21,190.0,put,2022-12-27,60.58,59.55,61.5,12,60.64,1643,60.64,60.58,0.58567,-0.44857,0.00362,-0.02502,0.73891,1.484931506849315 -1746,AAPL240621C00195000,AAPL,2024-06-21,195.0,call,2022-12-27,5.5,5.25,5.6,82,5.93,2912,5.93,5.3,0.20542,0.2652,0.00854,-0.01563,0.61199,1.484931506849315 -1747,AAPL240621P00195000,AAPL,2024-06-21,195.0,put,2022-12-27,64.98,64.15,66.55,2,64.98,2179,64.98,64.98,0.60497,-0.45499,0.00351,-0.02575,0.74036,1.484931506849315 -1748,AAPL240621C00200000,AAPL,2024-06-21,200.0,call,2022-12-27,4.6,4.6,5.05,166,4.7,7016,5.1,4.6,0.20947,0.23898,0.00793,-0.01484,0.57927,1.484931506849315 -1749,AAPL240621P00200000,AAPL,2024-06-21,200.0,put,2022-12-27,69.95,68.6,71.55,8,70.46,3974,70.46,69.15,0.62199,-0.46135,0.00342,-0.02632,0.74161,1.484931506849315 -1750,AAPL240621C00205000,AAPL,2024-06-21,205.0,call,2022-12-27,4.1,3.95,4.5,1,4.1,1283,4.1,4.1,0.21191,0.21357,0.00735,-0.01389,0.54362,1.484931506849315 -1751,AAPL240621P00205000,AAPL,2024-06-21,205.0,put,2022-12-27,73.72,73.3,76.55,5,73.72,0,73.72,73.72,0.63999,-0.46642,0.00333,-0.02695,0.74247,1.484931506849315 -1752,AAPL240621C00210000,AAPL,2024-06-21,210.0,call,2022-12-27,3.77,3.45,3.95,15,3.7,2513,3.77,3.6,0.2142,0.19075,0.0068,-0.01296,0.50806,1.484931506849315 -1753,AAPL240621P00210000,AAPL,2024-06-21,210.0,put,2022-12-27,78.4,78.85,81.7,2,78.55,6,78.55,78.4,0.6641,-0.46801,0.00321,-0.02797,0.74271,1.484931506849315 -1754,AAPL240621C00215000,AAPL,2024-06-21,215.0,call,2022-12-27,3.15,3.15,3.3,17,2.9,1840,3.15,2.9,0.21595,0.16971,0.00627,-0.01201,0.47211,1.484931506849315 -1755,AAPL240621P00215000,AAPL,2024-06-21,215.0,put,2022-12-27,68.7,83.8,86.65,2,68.65,0,68.7,68.65,0.68218,-0.47147,0.00312,-0.02861,0.7432,1.484931506849315 -1756,AAPL240621C00220000,AAPL,2024-06-21,220.0,call,2022-12-27,2.79,2.71,2.98,20,2.83,1510,2.9,2.79,0.21839,0.15196,0.00577,-0.01119,0.43925,1.484931506849315 -1757,AAPL240621P00220000,AAPL,2024-06-21,220.0,put,2022-12-27,69.17,88.9,91.65,2,69.0,4,69.17,69.0,0.70095,-0.47396,0.00304,-0.02929,0.74352,1.484931506849315 -1758,AAPL240621C00225000,AAPL,2024-06-21,225.0,call,2022-12-27,2.52,2.35,2.66,32,2.42,2243,2.52,2.42,0.2206,0.13596,0.0053,-0.01039,0.40748,1.484931506849315 -1759,AAPL240621P00225000,AAPL,2024-06-21,225.0,put,2022-12-27,95.0,93.05,96.65,2,94.9,0,95.0,94.9,0.71285,-0.47897,0.00299,-0.02952,0.74407,1.484931506849315 -1760,AAPL240621C00230000,AAPL,2024-06-21,230.0,call,2022-12-27,2.08,2.04,2.41,5,2.24,1358,2.24,2.08,0.22312,0.1222,0.00486,-0.00968,0.37842,1.484931506849315 -1761,AAPL240621P00230000,AAPL,2024-06-21,230.0,put,2022-12-27,84.5,98.0,101.55,1,84.5,1,84.5,84.5,0.72887,-0.4816,0.00293,-0.03002,0.74432,1.484931506849315 -1762,AAPL240621C00235000,AAPL,2024-06-21,235.0,call,2022-12-27,2.02,1.78,2.09,5,2.02,615,2.02,2.02,0.22419,0.10824,0.00444,-0.00886,0.34715,1.484931506849315 -1763,AAPL240621P00235000,AAPL,2024-06-21,235.0,put,2022-12-27,98.62,102.85,106.7,1,98.62,0,98.62,98.62,0.74558,-0.48342,0.00286,-0.03056,0.74447,1.484931506849315 -1764,AAPL240621C00240000,AAPL,2024-06-21,240.0,call,2022-12-27,1.9,1.58,1.85,4,1.9,925,1.9,1.9,0.22633,0.09714,0.00406,-0.00821,0.32089,1.484931506849315 -1765,AAPL240621P00240000,AAPL,2024-06-21,240.0,put,2022-12-27,95.43,108.7,111.65,2,95.46,0,95.46,95.43,0.76717,-0.48253,0.00278,-0.03143,0.7444,1.484931506849315 -1766,AAPL240621C00245000,AAPL,2024-06-21,245.0,call,2022-12-27,1.73,1.38,1.68,2,1.76,1599,1.76,1.73,0.22861,0.08751,0.00372,-0.00763,0.29702,1.484931506849315 -1767,AAPL240621P00245000,AAPL,2024-06-21,245.0,put,2022-12-27,106.0,112.85,116.7,1,106.0,1,106.0,106.0,0.77763,-0.48639,0.00275,-0.03157,0.74468,1.484931506849315 -1768,AAPL240621C00250000,AAPL,2024-06-21,250.0,call,2022-12-27,1.35,1.25,1.45,43,1.31,4672,1.35,1.3,0.23022,0.07826,0.0034,-0.00702,0.27307,1.484931506849315 -1769,AAPL240621P00250000,AAPL,2024-06-21,250.0,put,2022-12-27,113.05,118.5,121.6,2,113.05,1,113.05,113.05,0.79678,-0.48582,0.00268,-0.03228,0.74464,1.484931506849315 -1770,AAPL240621C00255000,AAPL,2024-06-21,255.0,call,2022-12-27,1.25,1.1,1.31,2,1.25,147,1.25,1.25,0.2322,0.07046,0.00311,-0.0065,0.25204,1.484931506849315 -1771,AAPL240621P00255000,AAPL,2024-06-21,255.0,put,2022-12-27,0.0,123.4,126.7,0,0.0,0,0.0,0.0,0.81188,-0.48679,0.00263,-0.03273,0.7447,1.484931506849315 -1772,AAPL240621C00260000,AAPL,2024-06-21,260.0,call,2022-12-27,1.23,0.97,1.17,5,1.21,1086,1.24,1.21,0.23388,0.06327,0.00284,-0.00599,0.2319,1.484931506849315 -1773,AAPL240621P00260000,AAPL,2024-06-21,260.0,put,2022-12-27,130.4,128.5,131.6,2,130.44,0,130.44,130.4,0.82661,-0.48763,0.00258,-0.03315,0.74475,1.484931506849315 -1774,AAPL240621C00265000,AAPL,2024-06-21,265.0,call,2022-12-27,1.02,0.85,1.05,2,1.02,194,1.02,1.02,0.23548,0.05683,0.0026,-0.00552,0.21321,1.484931506849315 -1775,AAPL240621P00265000,AAPL,2024-06-21,265.0,put,2022-12-27,135.2,132.8,136.65,2,135.26,0,135.26,135.2,0.83668,-0.49036,0.00255,-0.03326,0.74489,1.484931506849315 -1776,AAPL240621C00270000,AAPL,2024-06-21,270.0,call,2022-12-27,0.85,0.8,1.0,1,0.85,1457,0.85,0.85,0.23975,0.05342,0.00243,-0.00533,0.20303,1.484931506849315 -1777,AAPL240621P00270000,AAPL,2024-06-21,270.0,put,2022-12-27,140.39,138.0,141.8,2,140.41,0,140.41,140.39,0.85323,-0.48975,0.0025,-0.03381,0.74486,1.484931506849315 -1778,AAPL240621C00275000,AAPL,2024-06-21,275.0,call,2022-12-27,1.0,0.38,1.12,1,1.0,145,1.0,1.0,0.2383,0.04577,0.00216,-0.00466,0.17947,1.484931506849315 -1779,AAPL240621P00275000,AAPL,2024-06-21,275.0,put,2022-12-27,0.0,142.9,146.8,0,0.0,0,0.0,0.0,0.86643,-0.49047,0.00246,-0.03413,0.7449,1.484931506849315 -1780,AAPL240621C00280000,AAPL,2024-06-21,280.0,call,2022-12-27,0.71,0.45,0.86,2,0.68,367,0.71,0.68,0.23891,0.04056,0.00195,-0.00423,0.16279,1.484931506849315 -1781,AAPL240621P00280000,AAPL,2024-06-21,280.0,put,2022-12-27,143.1,148.1,151.8,3,143.1,0,143.1,143.1,0.88139,-0.49012,0.00242,-0.03457,0.74488,1.484931506849315 -1782,AAPL240621C00285000,AAPL,2024-06-21,285.0,call,2022-12-27,0.84,0.26,0.95,5,0.84,24,0.84,0.84,0.24174,0.0375,0.00181,-0.00399,0.1527,1.484931506849315 -1783,AAPL240621P00285000,AAPL,2024-06-21,285.0,put,2022-12-27,0.0,153.1,156.8,0,0.0,0,0.0,0.0,0.89481,-0.49026,0.00239,-0.03491,0.74489,1.484931506849315 -1784,AAPL240621C00290000,AAPL,2024-06-21,290.0,call,2022-12-27,0.59,0.5,0.88,2,0.59,1294,0.59,0.59,0.25303,0.04058,0.00184,-0.00443,0.16285,1.484931506849315 -1785,AAPL240621P00290000,AAPL,2024-06-21,290.0,put,2022-12-27,154.38,158.0,161.8,6,154.15,0,154.38,154.12,0.90725,-0.49067,0.00235,-0.03519,0.74491,1.484931506849315 -1786,AAPL240621C00300000,AAPL,2024-06-21,300.0,call,2022-12-27,0.6,0.22,0.76,1,0.6,2264,0.6,0.6,0.25036,0.03026,0.00147,-0.00343,0.128,1.484931506849315 -1787,AAPL240621P00300000,AAPL,2024-06-21,300.0,put,2022-12-27,164.0,167.9,171.8,1,164.0,0,164.0,164.0,0.9322,-0.49086,0.00229,-0.03575,0.74491,1.484931506849315 -1788,AAPL240621C00310000,AAPL,2024-06-21,310.0,call,2022-12-27,0.53,0.28,0.67,6,0.41,699,0.53,0.41,0.25967,0.02857,0.00135,-0.00337,0.12205,1.484931506849315 -1789,AAPL240621P00310000,AAPL,2024-06-21,310.0,put,2022-12-27,168.53,178.0,181.8,2,168.44,0,168.53,168.44,0.9576,-0.49012,0.00223,-0.03634,0.74488,1.484931506849315 -1790,AAPL240621C00320000,AAPL,2024-06-21,320.0,call,2022-12-27,0.34,0.31,0.41,104,0.36,10455,0.36,0.32,0.25913,0.02236,0.0011,-0.00273,0.09938,1.484931506849315 -1791,AAPL240621P00320000,AAPL,2024-06-21,320.0,put,2022-12-27,177.9,187.9,191.8,4,178.0,2,178.0,177.9,0.98095,-0.48974,0.00218,-0.03679,0.74486,1.484931506849315 -1792,AAPL250117C00050000,AAPL,2025-01-17,50.0,call,2022-12-27,84.66,83.05,86.7,7,84.7,450,84.7,83.85,4e-05,1.0,0.0,-0.00531,0.0,2.0602739726027397 -1793,AAPL250117P00050000,AAPL,2025-01-17,50.0,put,2022-12-27,1.3,1.16,1.33,40,1.3,5361,1.3,1.25,0.50907,-0.02286,0.00048,-0.00349,0.11928,2.0602739726027397 -1794,AAPL250117C00055000,AAPL,2025-01-17,55.0,call,2022-12-27,79.79,79.05,82.5,1,79.79,1606,79.79,79.79,4e-05,1.0,0.0,-0.00584,0.0,2.0602739726027397 -1795,AAPL250117P00055000,AAPL,2025-01-17,55.0,put,2022-12-27,1.62,1.47,1.71,6,1.62,161,1.62,1.62,0.49671,-0.02898,0.00061,-0.00411,0.14546,2.0602739726027397 -1796,AAPL250117C00060000,AAPL,2025-01-17,60.0,call,2022-12-27,77.15,75.05,78.4,4,77.15,426,77.15,77.15,4e-05,1.0,0.0,-0.00637,0.0,2.0602739726027397 -1797,AAPL250117P00060000,AAPL,2025-01-17,60.0,put,2022-12-27,2.09,1.88,2.15,11,2.15,80,2.15,2.02,0.48664,-0.03624,0.00074,-0.00479,0.17493,2.0602739726027397 -1798,AAPL250117C00065000,AAPL,2025-01-17,65.0,call,2022-12-27,72.5,70.75,74.45,83,71.59,509,72.5,71.39,4e-05,1.0,0.0,-0.0069,0.0,2.0602739726027397 -1799,AAPL250117P00065000,AAPL,2025-01-17,65.0,put,2022-12-27,2.64,2.45,2.8,4,2.64,247,2.64,2.64,0.48306,-0.04563,0.0009,-0.00567,0.21089,2.0602739726027397 -1800,AAPL250117C00070000,AAPL,2025-01-17,70.0,call,2022-12-27,68.8,67.75,69.8,15,67.95,852,68.8,67.95,4e-05,1.0,0.0,-0.00744,0.0,2.0602739726027397 -1801,AAPL250117P00070000,AAPL,2025-01-17,70.0,put,2022-12-27,3.3,3.1,3.35,16,3.27,1163,3.4,3.2,0.47512,-0.05515,0.00107,-0.00641,0.24527,2.0602739726027397 -1802,AAPL250117C00075000,AAPL,2025-01-17,75.0,call,2022-12-27,65.9,64.0,65.7,5,65.9,1532,65.9,65.9,4e-05,1.0,0.0,-0.00797,0.0,2.0602739726027397 -1803,AAPL250117P00075000,AAPL,2025-01-17,75.0,put,2022-12-27,4.03,3.8,4.05,3,3.95,691,4.03,3.95,0.46841,-0.06586,0.00124,-0.00717,0.2818,2.0602739726027397 -1804,AAPL250117C00080000,AAPL,2025-01-17,80.0,call,2022-12-27,60.75,60.0,61.9,74,60.85,468,60.85,60.75,4e-05,1.0,0.0,-0.0085,0.0,2.0602739726027397 -1805,AAPL250117P00080000,AAPL,2025-01-17,80.0,put,2022-12-27,4.8,4.65,4.95,3,4.8,1346,4.8,4.8,0.46482,-0.07823,0.00143,-0.00801,0.32156,2.0602739726027397 -1806,AAPL250117C00085000,AAPL,2025-01-17,85.0,call,2022-12-27,58.62,56.45,58.4,10,58.62,476,58.62,58.62,4e-05,1.0,0.0,-0.00903,0.0,2.0602739726027397 -1807,AAPL250117P00085000,AAPL,2025-01-17,85.0,put,2022-12-27,5.7,5.55,5.9,4,5.75,318,5.75,5.7,0.45979,-0.09119,0.00162,-0.00877,0.36074,2.0602739726027397 -1808,AAPL250117C00090000,AAPL,2025-01-17,90.0,call,2022-12-27,54.0,52.8,54.6,57,53.69,519,54.6,53.6,4e-05,1.0,0.0,-0.00956,0.0,2.0602739726027397 -1809,AAPL250117P00090000,AAPL,2025-01-17,90.0,put,2022-12-27,6.77,6.55,6.95,42,6.8,904,6.85,6.77,0.45506,-0.1051,0.00182,-0.00949,0.40031,2.0602739726027397 -1810,AAPL250117C00095000,AAPL,2025-01-17,95.0,call,2022-12-27,50.9,49.9,51.0,64,50.29,2889,50.9,49.45,4e-05,1.0,0.0,-0.01009,0.0,2.0602739726027397 -1811,AAPL250117P00095000,AAPL,2025-01-17,95.0,put,2022-12-27,8.1,7.75,8.1,2,8.1,1831,8.1,8.1,0.4517,-0.12018,0.00202,-0.01021,0.44054,2.0602739726027397 -1812,AAPL250117C00100000,AAPL,2025-01-17,100.0,call,2022-12-27,47.2,47.0,47.7,111,47.0,4879,47.4,46.5,4e-05,1.0,0.0,-0.01062,0.0,2.0602739726027397 -1813,AAPL250117P00100000,AAPL,2025-01-17,100.0,put,2022-12-27,9.1,9.1,9.2,65,9.45,19532,9.5,9.1,0.4472,-0.13577,0.00222,-0.01082,0.47953,2.0602739726027397 -1814,AAPL250117C00105000,AAPL,2025-01-17,105.0,call,2022-12-27,44.35,43.0,44.4,1,44.35,137,44.35,44.35,4e-05,1.0,0.0,-0.01115,0.0,2.0602739726027397 -1815,AAPL250117P00105000,AAPL,2025-01-17,105.0,put,2022-12-27,10.55,10.35,10.85,125,10.75,2947,10.88,10.55,0.44537,-0.15266,0.00241,-0.01147,0.51898,2.0602739726027397 -1816,AAPL250117C00110000,AAPL,2025-01-17,110.0,call,2022-12-27,40.63,40.25,41.25,26,40.0,882,40.74,40.0,4e-05,1.0,0.0,-0.01168,0.0,2.0602739726027397 -1817,AAPL250117P00110000,AAPL,2025-01-17,110.0,put,2022-12-27,12.09,11.9,12.35,72,12.3,3881,12.3,12.09,0.44277,-0.17,0.0026,-0.01201,0.55672,2.0602739726027397 -1818,AAPL250117C00115000,AAPL,2025-01-17,115.0,call,2022-12-27,37.7,37.2,38.35,24,38.4,1136,38.4,37.0,4e-05,1.0,0.0,-0.01222,0.0,2.0602739726027397 -1819,AAPL250117P00115000,AAPL,2025-01-17,115.0,put,2022-12-27,13.49,13.65,14.1,125,14.22,2811,14.22,13.49,0.44224,-0.18821,0.00277,-0.01255,0.59353,2.0602739726027397 -1820,AAPL250117C00120000,AAPL,2025-01-17,120.0,call,2022-12-27,34.9,34.5,35.9,48,34.6,2942,35.25,34.09,4e-05,1.0,0.0,-0.01275,0.0,2.0602739726027397 -1821,AAPL250117P00120000,AAPL,2025-01-17,120.0,put,2022-12-27,15.37,15.55,15.95,71,16.09,5258,16.26,15.37,0.44186,-0.20679,0.00294,-0.01301,0.6283,2.0602739726027397 -1822,AAPL250117C00125000,AAPL,2025-01-17,125.0,call,2022-12-27,32.45,31.9,32.85,49,32.5,721,32.62,31.75,4e-05,1.0,0.0,-0.01328,0.0,2.0602739726027397 -1823,AAPL250117P00125000,AAPL,2025-01-17,125.0,put,2022-12-27,17.7,17.5,18.0,38,17.8,5221,18.0,17.7,0.44163,-0.22563,0.00309,-0.0134,0.66085,2.0602739726027397 -1824,AAPL250117C00130000,AAPL,2025-01-17,130.0,call,2022-12-27,29.9,29.5,30.1,214,29.75,1961,30.6,29.0,4e-05,1.0,0.0,-0.01381,0.0,2.0602739726027397 -1825,AAPL250117P00130000,AAPL,2025-01-17,130.0,put,2022-12-27,19.9,19.6,20.0,385,20.15,6283,20.2,19.75,0.44041,-0.24459,0.00324,-0.01366,0.69098,2.0602739726027397 -1826,AAPL250117C00135000,AAPL,2025-01-17,135.0,call,2022-12-27,27.3,26.95,27.8,99,27.63,7309,27.75,26.92,0.05833,0.99238,0.00164,-0.01438,0.0462,2.0602739726027397 -1827,AAPL250117P00135000,AAPL,2025-01-17,135.0,put,2022-12-27,22.3,22.05,22.5,187,22.7,8195,22.7,22.15,0.44376,-0.26372,0.00335,-0.01401,0.71881,2.0602739726027397 -1828,AAPL250117C00140000,AAPL,2025-01-17,140.0,call,2022-12-27,25.03,24.75,25.45,684,25.0,5128,25.5,24.75,0.1228,0.84484,0.00883,-0.01617,0.52459,2.0602739726027397 -1829,AAPL250117P00140000,AAPL,2025-01-17,140.0,put,2022-12-27,24.74,24.6,25.4,122,24.8,12803,25.4,24.68,0.44888,-0.28245,0.00342,-0.01435,0.74369,2.0602739726027397 -1830,AAPL250117C00145000,AAPL,2025-01-17,145.0,call,2022-12-27,22.88,22.6,23.45,73,24.0,4109,24.0,22.75,0.14523,0.76399,0.00964,-0.01725,0.67765,2.0602739726027397 -1831,AAPL250117P00145000,AAPL,2025-01-17,145.0,put,2022-12-27,27.55,27.3,28.05,9,27.9,6547,28.0,27.55,0.45162,-0.30088,0.0035,-0.01452,0.76593,2.0602739726027397 -1832,AAPL250117C00150000,AAPL,2025-01-17,150.0,call,2022-12-27,20.87,20.55,21.15,171,20.9,5912,21.45,20.5,0.15697,0.70234,0.01003,-0.01784,0.7622,2.0602739726027397 -1833,AAPL250117P00150000,AAPL,2025-01-17,150.0,put,2022-12-27,30.55,30.05,30.95,19,31.1,3745,31.1,30.4,0.4549,-0.31886,0.00357,-0.01464,0.78556,2.0602739726027397 -1834,AAPL250117C00155000,AAPL,2025-01-17,155.0,call,2022-12-27,19.22,18.7,19.5,145,18.2,3324,19.61,18.2,0.16895,0.64612,0.01,-0.01829,0.81812,2.0602739726027397 -1835,AAPL250117P00155000,AAPL,2025-01-17,155.0,put,2022-12-27,33.85,32.95,34.55,4,33.75,1031,33.85,33.75,0.4623,-0.33561,0.00358,-0.01487,0.80206,2.0602739726027397 -1836,AAPL250117C00160000,AAPL,2025-01-17,160.0,call,2022-12-27,17.3,17.15,17.8,190,17.5,6124,18.0,16.95,0.17834,0.59647,0.00987,-0.01852,0.85188,2.0602739726027397 -1837,AAPL250117P00160000,AAPL,2025-01-17,160.0,put,2022-12-27,37.9,36.15,37.7,2,37.2,2433,37.9,37.2,0.46734,-0.35206,0.00361,-0.01493,0.81661,2.0602739726027397 -1838,AAPL250117C00165000,AAPL,2025-01-17,165.0,call,2022-12-27,15.72,15.5,16.0,256,16.34,2290,16.34,15.2,0.18337,0.55082,0.00981,-0.01843,0.87054,2.0602739726027397 -1839,AAPL250117P00165000,AAPL,2025-01-17,165.0,put,2022-12-27,40.6,39.8,41.35,1,40.6,1015,40.6,40.6,0.47703,-0.3666,0.00359,-0.01515,0.82813,2.0602739726027397 -1840,AAPL250117C00170000,AAPL,2025-01-17,170.0,call,2022-12-27,14.3,14.0,14.7,286,14.5,2433,14.9,13.9,0.18963,0.50905,0.00956,-0.01831,0.87744,2.0602739726027397 -1841,AAPL250117P00170000,AAPL,2025-01-17,170.0,put,2022-12-27,44.48,43.3,45.15,1013,44.18,1993,44.48,43.99,0.48557,-0.38049,0.00357,-0.01527,0.83798,2.0602739726027397 -1842,AAPL250117C00175000,AAPL,2025-01-17,175.0,call,2022-12-27,12.94,12.7,13.2,47,12.8,2211,13.3,12.65,0.19367,0.46958,0.00934,-0.01799,0.87511,2.0602739726027397 -1843,AAPL250117P00175000,AAPL,2025-01-17,175.0,put,2022-12-27,47.8,47.0,49.05,10,48.38,1978,48.38,47.8,0.4948,-0.39326,0.00353,-0.01538,0.84606,2.0602739726027397 -1844,AAPL250117C00180000,AAPL,2025-01-17,180.0,call,2022-12-27,11.7,11.45,12.0,92,11.84,4694,11.84,11.53,0.19772,0.43318,0.00904,-0.0176,0.86533,2.0602739726027397 -1845,AAPL250117P00180000,AAPL,2025-01-17,180.0,put,2022-12-27,51.35,51.0,53.15,102,51.35,954,51.35,51.35,0.5061,-0.40438,0.00348,-0.01557,0.85233,2.0602739726027397 -1846,AAPL250117C00185000,AAPL,2025-01-17,185.0,call,2022-12-27,10.5,10.3,10.9,9,10.5,2324,10.65,10.3,0.20115,0.3992,0.00873,-0.01712,0.8495,2.0602739726027397 -1847,AAPL250117P00185000,AAPL,2025-01-17,185.0,put,2022-12-27,56.6,55.6,57.85,2,56.45,659,56.6,56.45,0.52357,-0.41209,0.00338,-0.01602,0.85627,2.0602739726027397 -1848,AAPL250117C00190000,AAPL,2025-01-17,190.0,call,2022-12-27,9.51,9.35,9.8,382,9.5,2681,10.25,9.35,0.2042,0.36759,0.00839,-0.01658,0.82887,2.0602739726027397 -1849,AAPL250117P00190000,AAPL,2025-01-17,190.0,put,2022-12-27,60.29,59.9,62.1,13,62.35,222,62.35,60.29,0.5357,-0.42087,0.00332,-0.01621,0.86035,2.0602739726027397 -1850,AAPL250117C00195000,AAPL,2025-01-17,195.0,call,2022-12-27,8.62,8.55,8.85,23,8.65,3163,8.66,8.62,0.20756,0.339,0.00802,-0.01604,0.80519,2.0602739726027397 -1851,AAPL250117P00195000,AAPL,2025-01-17,195.0,put,2022-12-27,64.3,63.8,67.5,4,64.3,1012,64.3,64.3,0.55149,-0.42721,0.00323,-0.01656,0.86302,2.0602739726027397 -1852,AAPL250117C00200000,AAPL,2025-01-17,200.0,call,2022-12-27,7.81,7.7,7.9,124,8.0,7436,8.1,7.7,0.20931,0.31084,0.00767,-0.01535,0.77706,2.0602739726027397 -1853,AAPL250117P00200000,AAPL,2025-01-17,200.0,put,2022-12-27,70.05,68.2,71.75,3,71.0,1896,71.0,70.05,0.56278,-0.43467,0.00318,-0.01668,0.86587,2.0602739726027397 -1854,AAPL250117C00205000,AAPL,2025-01-17,205.0,call,2022-12-27,7.01,6.7,7.3,26,7.0,99,7.01,7.0,0.21099,0.28479,0.00731,-0.01465,0.74663,2.0602739726027397 -1855,AAPL250117P00205000,AAPL,2025-01-17,205.0,put,2022-12-27,73.65,73.75,76.65,2,73.65,182,73.65,73.65,0.58392,-0.43689,0.00307,-0.01728,0.86666,2.0602739726027397 -1856,AAPL250117C00210000,AAPL,2025-01-17,210.0,call,2022-12-27,6.25,6.2,6.4,4,6.3,1086,6.3,6.2,0.21282,0.26107,0.00694,-0.01396,0.71511,2.0602739726027397 -1857,AAPL250117P00210000,AAPL,2025-01-17,210.0,put,2022-12-27,78.6,77.9,81.8,2,78.6,112,78.6,78.6,0.59772,-0.44168,0.003,-0.01752,0.86827,2.0602739726027397 -1858,AAPL250117C00215000,AAPL,2025-01-17,215.0,call,2022-12-27,5.71,5.4,5.95,4,5.71,401,5.71,5.71,0.21465,0.23937,0.00657,-0.01328,0.68293,2.0602739726027397 -1859,AAPL250117P00215000,AAPL,2025-01-17,215.0,put,2022-12-27,83.75,83.5,86.8,4,83.75,0,83.75,83.75,0.61863,-0.44246,0.0029,-0.01811,0.86852,2.0602739726027397 -1860,AAPL250117C00220000,AAPL,2025-01-17,220.0,call,2022-12-27,5.1,5.0,5.1,84,5.2,2435,5.2,5.1,0.21534,0.21785,0.00621,-0.0125,0.64773,2.0602739726027397 -1861,AAPL250117P00220000,AAPL,2025-01-17,220.0,put,2022-12-27,84.8,88.4,91.6,4,84.7,1,84.8,84.7,0.63374,-0.44534,0.00283,-0.01841,0.86942,2.0602739726027397 -1862,AAPL250117C00225000,AAPL,2025-01-17,225.0,call,2022-12-27,4.69,4.4,4.9,4,4.69,772,4.69,4.69,0.21854,0.20182,0.00585,-0.01199,0.61928,2.0602739726027397 -1863,AAPL250117P00225000,AAPL,2025-01-17,225.0,put,2022-12-27,95.0,93.3,97.0,2,95.05,0,95.05,95.0,0.65189,-0.44619,0.00276,-0.01886,0.86967,2.0602739726027397 -1864,AAPL250117C00230000,AAPL,2025-01-17,230.0,call,2022-12-27,4.3,4.0,4.45,3,4.4,1046,4.4,4.23,0.2206,0.18572,0.00551,-0.0114,0.58865,2.0602739726027397 -1865,AAPL250117P00230000,AAPL,2025-01-17,230.0,put,2022-12-27,84.0,98.15,101.8,100,84.0,1,84.0,84.0,0.66586,-0.44856,0.0027,-0.01909,0.87036,2.0602739726027397 -1866,AAPL250117C00235000,AAPL,2025-01-17,235.0,call,2022-12-27,4.0,3.55,4.0,18,4.02,264,4.04,4.0,0.22129,0.1691,0.00518,-0.01069,0.55481,2.0602739726027397 -1867,AAPL250117P00235000,AAPL,2025-01-17,235.0,put,2022-12-27,103.9,103.0,106.75,4,103.9,0,103.9,103.9,0.68027,-0.45026,0.00264,-0.01935,0.87084,2.0602739726027397 -1868,AAPL250117C00240000,AAPL,2025-01-17,240.0,call,2022-12-27,3.4,3.25,3.6,15,3.47,733,3.5,3.4,0.22305,0.15542,0.00486,-0.01011,0.52517,2.0602739726027397 -1869,AAPL250117P00240000,AAPL,2025-01-17,240.0,put,2022-12-27,108.3,108.0,112.05,2,108.45,0,108.45,108.3,0.69721,-0.45028,0.00258,-0.01974,0.87084,2.0602739726027397 -1870,AAPL250117C00245000,AAPL,2025-01-17,245.0,call,2022-12-27,2.67,2.91,3.25,11,2.67,350,2.67,2.67,0.22404,0.14193,0.00456,-0.00949,0.49424,2.0602739726027397 -1871,AAPL250117P00245000,AAPL,2025-01-17,245.0,put,2022-12-27,94.77,112.9,117.05,10,94.77,0,94.77,94.77,0.71148,-0.45124,0.00253,-0.01998,0.8711,2.0602739726027397 -1872,AAPL250117C00250000,AAPL,2025-01-17,250.0,call,2022-12-27,2.8,2.75,3.05,15,2.92,1485,2.92,2.8,0.22778,0.13338,0.0043,-0.00917,0.47371,2.0602739726027397 -1873,AAPL250117P00250000,AAPL,2025-01-17,250.0,put,2022-12-27,101.82,117.95,122.0,3,102.5,3,102.5,101.82,0.72605,-0.45169,0.00248,-0.02025,0.87122,2.0602739726027397 -1874,AAPL250117C00255000,AAPL,2025-01-17,255.0,call,2022-12-27,2.78,2.35,2.75,2,2.74,115,2.7800000000000002,2.74,0.22724,0.12007,0.004,-0.00846,0.44026,2.0602739726027397 -1875,AAPL250117P00255000,AAPL,2025-01-17,255.0,put,2022-12-27,104.7,123.0,127.5,10,104.7,0,104.7,104.7,0.74352,-0.45036,0.00242,-0.02065,0.87086,2.0602739726027397 -1876,AAPL250117C00260000,AAPL,2025-01-17,260.0,call,2022-12-27,2.4,2.12,2.52,5,2.4,1418,2.4,2.4,0.22869,0.11042,0.00375,-0.00797,0.41482,2.0602739726027397 -1877,AAPL250117P00260000,AAPL,2025-01-17,260.0,put,2022-12-27,120.05,127.5,132.5,2,120.15,0,120.15,120.05,0.75451,-0.45198,0.00239,-0.02073,0.8713,2.0602739726027397 -1878,AAPL250117C00265000,AAPL,2025-01-17,265.0,call,2022-12-27,2.2,2.05,2.28,42,2.28,93,2.28,2.16,0.23144,0.10326,0.00353,-0.00764,0.39523,2.0602739726027397 -1879,AAPL250117P00265000,AAPL,2025-01-17,265.0,put,2022-12-27,128.95,132.55,137.5,2,129.05,0,129.05,128.95,0.76855,-0.45178,0.00234,-0.02096,0.87125,2.0602739726027397 -1880,AAPL250117C00270000,AAPL,2025-01-17,270.0,call,2022-12-27,2.0,1.73,2.08,6,1.95,510,2.0,1.95,0.23083,0.09278,0.00327,-0.00701,0.36541,2.0602739726027397 -1881,AAPL250117P00270000,AAPL,2025-01-17,270.0,put,2022-12-27,113.62,137.6,142.5,1000,113.62,0,113.62,113.62,0.78228,-0.45148,0.0023,-0.02118,0.87117,2.0602739726027397 -1882,AAPL250117C00275000,AAPL,2025-01-17,275.0,call,2022-12-27,1.9,1.57,1.91,100,1.9,187,1.9,1.9,0.23228,0.08558,0.00306,-0.00661,0.34407,2.0602739726027397 -1883,AAPL250117P00275000,AAPL,2025-01-17,275.0,put,2022-12-27,0.0,142.5,147.45,0,0.0,0,0.0,0.0,0.79456,-0.45167,0.00227,-0.02132,0.87122,2.0602739726027397 -1884,AAPL250117C00280000,AAPL,2025-01-17,280.0,call,2022-12-27,1.69,1.42,1.76,5,1.69,714,1.69,1.69,0.23357,0.07886,0.00286,-0.00622,0.32352,2.0602739726027397 -1885,AAPL250117P00280000,AAPL,2025-01-17,280.0,put,2022-12-27,133.3,147.5,152.5,2,133.3,0,133.3,133.3,0.80784,-0.45113,0.00223,-0.02151,0.87107,2.0602739726027397 -1886,AAPL250117C00285000,AAPL,2025-01-17,285.0,call,2022-12-27,1.78,1.3,1.9,1,1.78,123,1.78,1.78,0.2396,0.07778,0.00276,-0.00628,0.32016,2.0602739726027397 -1887,AAPL250117P00285000,AAPL,2025-01-17,285.0,put,2022-12-27,143.6,152.5,157.5,2,143.4,0,143.6,143.4,0.82058,-0.45065,0.00219,-0.02167,0.87094,2.0602739726027397 -1888,AAPL250117C00290000,AAPL,2025-01-17,290.0,call,2022-12-27,1.4,1.19,1.53,1,1.4,388,1.4,1.4,0.23716,0.06819,0.00252,-0.0056,0.28948,2.0602739726027397 -1889,AAPL250117P00290000,AAPL,2025-01-17,290.0,put,2022-12-27,151.26,157.5,162.5,1,151.26,0,151.26,151.26,0.83317,-0.45005,0.00216,-0.02182,0.87078,2.0602739726027397 -1890,AAPL250117C00300000,AAPL,2025-01-17,300.0,call,2022-12-27,1.15,1.1,1.29,19,1.21,2426,1.21,1.15,0.24151,0.06007,0.00224,-0.00513,0.2623,2.0602739726027397 -1891,AAPL250117P00300000,AAPL,2025-01-17,300.0,put,2022-12-27,151.37,167.5,172.5,10,151.33,0,151.37,151.33,0.85766,-0.44865,0.0021,-0.02208,0.87039,2.0602739726027397 -1892,AAPL250117C00310000,AAPL,2025-01-17,310.0,call,2022-12-27,0.98,0.9,1.05,210,1.3,3015,1.3,0.98,0.24227,0.05024,0.00194,-0.00444,0.22777,2.0602739726027397 -1893,AAPL250117P00310000,AAPL,2025-01-17,310.0,put,2022-12-27,174.75,177.5,182.5,4,174.75,0,174.85,174.75,0.88154,-0.44691,0.00204,-0.0223,0.86988,2.0602739726027397 +0,AAPL230106C00050000,AAPL,2023-01-06,50.0,call,2022-12-27,98.85,79.9,80.35,2,98.75,1,98.85,98.75,4e-05,1.0,0.0,-0.00579,0.0,10 +1,AAPL230106P00050000,AAPL,2023-01-06,50.0,put,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,2.0982,-0.00033,2e-05,-0.00325,0.00031,10 +2,AAPL230106C00055000,AAPL,2023-01-06,55.0,call,2022-12-27,75.1,74.9,75.3,2,75.1,2,75.1,75.1,4e-05,1.0,0.0,-0.00637,0.0,10 +3,AAPL230106P00055000,AAPL,2023-01-06,55.0,put,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,1.92554,-0.00037,3e-05,-0.00324,0.00034,10 +4,AAPL230106C00060000,AAPL,2023-01-06,60.0,call,2022-12-27,72.35,69.95,70.4,2,72.35,2,72.35,72.35,4e-05,1.0,0.0,-0.00695,0.0,10 +5,AAPL230106P00060000,AAPL,2023-01-06,60.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.76815,-0.0004,3e-05,-0.00322,0.00036,10 +6,AAPL230106C00065000,AAPL,2023-01-06,65.0,call,2022-12-27,66.8,64.95,65.4,6,66.8,6,66.8,66.8,4e-05,1.0,0.0,-0.00752,0.0,10 +7,AAPL230106P00065000,AAPL,2023-01-06,65.0,put,2022-12-27,0.01,0.0,0.01,5,0.01,5,0.01,0.01,1.62342,-0.00043,4e-05,-0.0032,0.0004,10 +8,AAPL230106C00070000,AAPL,2023-01-06,70.0,call,2022-12-27,0.0,59.95,60.3,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.0081,0.0,10 +9,AAPL230106P00070000,AAPL,2023-01-06,70.0,put,2022-12-27,0.01,0.0,0.01,1,0.01,146,0.01,0.01,1.48937,-0.00047,4e-05,-0.00318,0.00043,10 +10,AAPL230106C00075000,AAPL,2023-01-06,75.0,call,2022-12-27,57.8,54.95,55.3,1,57.8,1,57.8,57.8,4e-05,1.0,0.0,-0.00868,0.0,10 +11,AAPL230106P00075000,AAPL,2023-01-06,75.0,put,2022-12-27,0.01,0.0,0.01,3,0.01,4,0.01,0.01,1.3644,-0.00052,5e-05,-0.00315,0.00046,10 +12,AAPL230106C00080000,AAPL,2023-01-06,80.0,call,2022-12-27,52.15,49.95,50.35,1,52.15,5,52.15,52.15,4e-05,1.0,0.0,-0.00926,0.0,10 +13,AAPL230106P00080000,AAPL,2023-01-06,80.0,put,2022-12-27,0.02,0.0,0.01,1,0.02,21,0.02,0.02,1.24744,-0.00056,6e-05,-0.00313,0.0005,10 +14,AAPL230106C00085000,AAPL,2023-01-06,85.0,call,2022-12-27,0.0,45.0,45.4,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00984,0.0,10 +15,AAPL230106P00085000,AAPL,2023-01-06,85.0,put,2022-12-27,0.01,0.0,0.02,20,0.01,262,0.01,0.01,1.20564,-0.00111,0.00012,-0.00565,0.00094,10 +16,AAPL230106C00090000,AAPL,2023-01-06,90.0,call,2022-12-27,40.12,40.0,40.4,2,40.12,25,40.12,40.12,4e-05,1.0,0.0,-0.01042,0.0,10 +17,AAPL230106P00090000,AAPL,2023-01-06,90.0,put,2022-12-27,0.01,0.0,0.02,805,0.02,338,0.02,0.01,1.09592,-0.00122,0.00015,-0.00559,0.00102,10 +18,AAPL230106C00095000,AAPL,2023-01-06,95.0,call,2022-12-27,39.35,35.0,35.45,1,39.35,12,39.35,39.35,4e-05,1.0,0.0,-0.011,0.0,10 +19,AAPL230106P00095000,AAPL,2023-01-06,95.0,put,2022-12-27,0.02,0.01,0.03,63,0.01,601,0.03,0.01,1.05923,-0.00239,0.00028,-0.00997,0.00189,10 +20,AAPL230106C00100000,AAPL,2023-01-06,100.0,call,2022-12-27,31.3,30.05,30.45,2,31.3,18,31.3,31.3,4e-05,1.0,0.0,-0.01158,0.0,10 +21,AAPL230106P00100000,AAPL,2023-01-06,100.0,put,2022-12-27,0.03,0.02,0.04,1064,0.04,3541,0.04,0.02,0.99552,-0.00368,0.00044,-0.01383,0.00279,10 +22,AAPL230106C00105000,AAPL,2023-01-06,105.0,call,2022-12-27,25.2,25.05,25.4,2,24.0,65,25.2,24.0,4e-05,1.0,0.0,-0.01215,0.0,10 +23,AAPL230106P00105000,AAPL,2023-01-06,105.0,put,2022-12-27,0.05,0.04,0.05,631,0.06,549,0.07,0.04,0.93327,-0.00567,0.00068,-0.01904,0.0041,10 +24,AAPL230106C00110000,AAPL,2023-01-06,110.0,call,2022-12-27,19.75,20.1,20.5,2,19.75,71,19.75,19.75,4e-05,1.0,0.0,-0.01273,0.0,10 +25,AAPL230106P00110000,AAPL,2023-01-06,110.0,put,2022-12-27,0.09,0.08,0.09,1581,0.11,1397,0.15,0.08,0.89901,-0.01044,0.00121,-0.03136,0.00702,10 +26,AAPL230106C00115000,AAPL,2023-01-06,115.0,call,2022-12-27,15.36,15.2,15.6,163,16.07,27,16.07,14.4,4e-05,1.0,0.0,-0.01331,0.0,10 +27,AAPL230106P00115000,AAPL,2023-01-06,115.0,put,2022-12-27,0.2,0.19,0.2,1592,0.18,2122,0.33,0.16,0.89695,-0.02192,0.0023,-0.05911,0.01327,10 +28,AAPL230106C00120000,AAPL,2023-01-06,120.0,call,2022-12-27,10.9,10.55,10.9,172,11.45,126,11.45,9.79,4e-05,1.0,0.0,-0.01389,0.0,10 +29,AAPL230106P00120000,AAPL,2023-01-06,120.0,put,2022-12-27,0.49,0.47,0.49,5417,0.42,4939,0.77,0.41,0.92663,-0.04663,0.00415,-0.11376,0.02474,10 +30,AAPL230106C00121000,AAPL,2023-01-06,121.0,call,2022-12-27,10.2,9.65,10.0,207,9.4,81,10.2,9.4,4e-05,1.0,0.0,-0.01401,0.0,10 +31,AAPL230106P00121000,AAPL,2023-01-06,121.0,put,2022-12-27,0.59,0.56,0.59,1163,0.5,1688,0.91,0.5,0.93685,-0.05388,0.00461,-0.12904,0.02777,10 +32,AAPL230106C00122000,AAPL,2023-01-06,122.0,call,2022-12-27,9.2,8.8,9.1,48,8.2,60,9.3,8.2,4e-05,1.0,0.0,-0.01412,0.0,10 +33,AAPL230106P00122000,AAPL,2023-01-06,122.0,put,2022-12-27,0.73,0.69,0.72,778,0.6,508,1.09,0.6,0.95409,-0.06301,0.00511,-0.14859,0.0314,10 +34,AAPL230106C00123000,AAPL,2023-01-06,123.0,call,2022-12-27,8.35,7.95,8.15,75,8.45,93,8.5,8.35,4e-05,1.0,0.0,-0.01424,0.0,10 +35,AAPL230106P00123000,AAPL,2023-01-06,123.0,put,2022-12-27,0.88,0.85,0.87,659,0.88,3233,1.29,0.75,0.97317,-0.07319,0.00563,-0.17011,0.03525,10 +36,AAPL230106C00124000,AAPL,2023-01-06,124.0,call,2022-12-27,7.37,7.15,7.35,68,7.4,38,7.5,6.58,4e-05,1.0,0.0,-0.01435,0.0,10 +37,AAPL230106P00124000,AAPL,2023-01-06,124.0,put,2022-12-27,1.04,1.01,1.06,805,0.91,1062,1.51,0.91,0.99201,-0.08401,0.00613,-0.19248,0.03913,10 +38,AAPL230106C00125000,AAPL,2023-01-06,125.0,call,2022-12-27,6.47,6.4,6.55,401,7.2,331,7.2,5.96,4e-05,1.0,0.0,-0.01447,0.0,10 +39,AAPL230106P00125000,AAPL,2023-01-06,125.0,put,2022-12-27,1.24,1.22,1.27,5082,1.12,3547,1.82,1.1,1.01391,-0.09602,0.00662,-0.21724,0.04322,10 +40,AAPL230106C00126000,AAPL,2023-01-06,126.0,call,2022-12-27,6.0,5.65,5.8,93,6.5,98,6.5,5.1,4e-05,1.0,0.0,-0.01459,0.0,10 +41,AAPL230106P00126000,AAPL,2023-01-06,126.0,put,2022-12-27,1.52,1.48,1.52,734,1.52,1042,2.14,1.33,1.04008,-0.1094,0.0071,-0.24498,0.04752,10 +42,AAPL230106C00127000,AAPL,2023-01-06,127.0,call,2022-12-27,5.1,4.95,5.1,760,5.2,103,5.25,4.45,4e-05,1.0,0.0,-0.0147,0.0,10 +43,AAPL230106P00127000,AAPL,2023-01-06,127.0,put,2022-12-27,1.82,1.77,1.82,1706,1.51,1877,2.5,1.51,1.06838,-0.12362,0.00754,-0.27442,0.05182,10 +44,AAPL230106C00128000,AAPL,2023-01-06,128.0,call,2022-12-27,4.4,4.35,4.45,176,4.94,180,5.1,3.9,4e-05,1.0,0.0,-0.01482,0.0,10 +45,AAPL230106P00128000,AAPL,2023-01-06,128.0,put,2022-12-27,2.14,2.11,2.16,1806,1.96,1987,2.89,1.93,1.09936,-0.13864,0.00793,-0.30563,0.05609,10 +46,AAPL230106C00129000,AAPL,2023-01-06,129.0,call,2022-12-27,3.82,3.7,3.8,1638,4.05,206,4.1,3.25,4e-05,1.0,0.0,-0.01493,0.0,10 +47,AAPL230106P00129000,AAPL,2023-01-06,129.0,put,2022-12-27,2.54,2.5,2.56,3648,2.15,2024,3.35,2.13,1.13407,-0.15449,0.00826,-0.339,0.06032,10 +48,AAPL230106C00130000,AAPL,2023-01-06,130.0,call,2022-12-27,3.2,3.15,3.25,4287,3.85,895,3.85,2.8,4e-05,1.0,0.0,-0.01505,0.0,10 +49,AAPL230106P00130000,AAPL,2023-01-06,130.0,put,2022-12-27,2.95,2.95,2.99,5179,2.62,8896,3.85,2.51,1.17039,-0.17058,0.00854,-0.37314,0.06434,10 +50,AAPL230106C00131000,AAPL,2023-01-06,131.0,call,2022-12-27,2.68,2.68,2.71,2805,3.45,721,3.45,2.37,4e-05,1.0,0.0,-0.01516,0.0,10 +51,AAPL230106P00131000,AAPL,2023-01-06,131.0,put,2022-12-27,3.45,3.4,3.5,984,2.95,2304,4.32,2.95,1.20747,-0.18664,0.00876,-0.40737,0.06809,10 +52,AAPL230106C00132000,AAPL,2023-01-06,132.0,call,2022-12-27,2.23,2.22,2.26,4642,3.0,2973,3.0,1.95,4e-05,1.0,0.0,-0.01528,0.0,10 +53,AAPL230106P00132000,AAPL,2023-01-06,132.0,put,2022-12-27,4.04,3.95,4.05,531,3.72,6852,5.0,3.7,1.24966,-0.20316,0.00891,-0.4439,0.0717,10 +54,AAPL230106C00133000,AAPL,2023-01-06,133.0,call,2022-12-27,1.83,1.82,1.85,1936,2.45,1250,2.48,1.6,4e-05,1.0,0.0,-0.0154,0.0,10 +55,AAPL230106P00133000,AAPL,2023-01-06,133.0,put,2022-12-27,4.55,4.5,4.65,3127,4.02,4095,5.65,4.02,1.29032,-0.21902,0.00902,-0.47897,0.07493,10 +56,AAPL230106C00134000,AAPL,2023-01-06,134.0,call,2022-12-27,1.49,1.43,1.5,2332,1.88,2033,1.92,1.3,4e-05,1.0,0.0,-0.01551,0.0,10 +57,AAPL230106P00134000,AAPL,2023-01-06,134.0,put,2022-12-27,5.3,5.15,5.35,372,4.98,2354,6.3,4.98,1.33968,-0.23541,0.00905,-0.51792,0.07803,10 +58,AAPL230106C00135000,AAPL,2023-01-06,135.0,call,2022-12-27,1.18,1.18,1.2,8144,1.65,9196,1.65,1.04,4e-05,1.0,0.0,-0.01563,0.0,10 +59,AAPL230106P00135000,AAPL,2023-01-06,135.0,put,2022-12-27,6.0,5.85,6.05,766,5.2,5735,7.1,5.2,1.38767,-0.2509,0.00904,-0.55528,0.08077,10 +60,AAPL230106C00136000,AAPL,2023-01-06,136.0,call,2022-12-27,0.93,0.91,0.95,2223,1.41,3320,1.41,0.83,4e-05,1.0,0.0,-0.01574,0.0,10 +61,AAPL230106P00136000,AAPL,2023-01-06,136.0,put,2022-12-27,6.31,6.6,6.8,157,6.4,1183,7.68,6.3,1.4378,-0.26586,0.00899,-0.59286,0.08323,10 +62,AAPL230106C00137000,AAPL,2023-01-06,137.0,call,2022-12-27,0.72,0.7,0.74,1991,1.05,1728,1.05,0.66,4e-05,1.0,0.0,-0.01586,0.0,10 +63,AAPL230106P00137000,AAPL,2023-01-06,137.0,put,2022-12-27,7.35,7.35,7.65,63,8.2,5529,8.46,7.32,1.49014,-0.28021,0.00891,-0.63067,0.08543,10 +64,AAPL230106C00138000,AAPL,2023-01-06,138.0,call,2022-12-27,0.57,0.54,0.57,1204,0.91,4574,0.91,0.52,4e-05,1.0,0.0,-0.01597,0.0,10 +65,AAPL230106P00138000,AAPL,2023-01-06,138.0,put,2022-12-27,8.3,8.25,8.5,243,7.77,9175,9.55,7.77,1.54766,-0.29407,0.00877,-0.67018,0.08741,10 +66,AAPL230106C00139000,AAPL,2023-01-06,139.0,call,2022-12-27,0.42,0.42,0.44,1278,0.63,2338,0.65,0.41,4e-05,1.0,0.0,-0.01609,0.0,10 +67,AAPL230106P00139000,AAPL,2023-01-06,139.0,put,2022-12-27,8.77,8.95,9.45,186,8.77,787,10.12,8.77,1.59634,-0.30656,0.00867,-0.70437,0.08906,10 +68,AAPL230106C00140000,AAPL,2023-01-06,140.0,call,2022-12-27,0.34,0.33,0.34,4521,0.58,16480,0.58,0.32,4e-05,1.0,0.0,-0.01621,0.0,10 +69,AAPL230106P00140000,AAPL,2023-01-06,140.0,put,2022-12-27,10.14,9.9,10.25,207,9.11,1799,11.35,9.11,1.64783,-0.31848,0.00854,-0.73918,0.09054,10 +70,AAPL230106C00141000,AAPL,2023-01-06,141.0,call,2022-12-27,0.26,0.25,0.26,631,0.41,2285,0.42,0.25,4e-05,1.0,0.0,-0.01632,0.0,10 +71,AAPL230106P00141000,AAPL,2023-01-06,141.0,put,2022-12-27,10.7,11.0,11.2,34,11.77,477,12.2,10.7,1.71314,-0.33017,0.00833,-0.77998,0.09189,10 +72,AAPL230106C00142000,AAPL,2023-01-06,142.0,call,2022-12-27,0.2,0.19,0.2,1448,0.31,4980,0.32,0.19,4e-05,1.0,0.0,-0.01644,0.0,10 +73,AAPL230106P00142000,AAPL,2023-01-06,142.0,put,2022-12-27,12.1,11.75,12.2,127,10.05,2012,13.06,10.05,1.75968,-0.34047,0.00821,-0.81087,0.09301,10 +74,AAPL230106C00143000,AAPL,2023-01-06,143.0,call,2022-12-27,0.15,0.15,0.16,696,0.28,3583,0.28,0.15,4e-05,1.0,0.0,-0.01655,0.0,10 +75,AAPL230106P00143000,AAPL,2023-01-06,143.0,put,2022-12-27,13.35,12.7,13.15,37,12.4,5728,13.35,12.4,1.81225,-0.35033,0.00806,-0.84404,0.094,10 +76,AAPL230106C00144000,AAPL,2023-01-06,144.0,call,2022-12-27,0.13,0.11,0.13,2175,0.22,3210,0.22,0.11,4e-05,1.0,0.0,-0.01667,0.0,10 +77,AAPL230106P00144000,AAPL,2023-01-06,144.0,put,2022-12-27,13.92,13.75,14.2,26,13.4,1154,15.2,13.4,1.87336,-0.35966,0.00787,-0.88072,0.09488,10 +78,AAPL230106C00145000,AAPL,2023-01-06,145.0,call,2022-12-27,0.1,0.09,0.1,1246,0.22,3934,0.22,0.09,4e-05,1.0,0.0,-0.01678,0.0,10 +79,AAPL230106P00145000,AAPL,2023-01-06,145.0,put,2022-12-27,14.8,14.8,15.1,27,14.25,674,15.55,14.25,1.92471,-0.36827,0.00772,-0.91213,0.09564,10 +80,AAPL230106C00146000,AAPL,2023-01-06,146.0,call,2022-12-27,0.08,0.07,0.08,275,0.13,1573,0.13,0.07,4e-05,1.0,0.0,-0.0169,0.0,10 +81,AAPL230106P00146000,AAPL,2023-01-06,146.0,put,2022-12-27,15.85,15.75,16.05,162,16.55,390,16.85,15.75,1.97178,-0.37636,0.00759,-0.94098,0.09631,10 +82,AAPL230106C00147000,AAPL,2023-01-06,147.0,call,2022-12-27,0.06,0.05,0.07,323,0.1,1252,0.11,0.06,4e-05,1.0,0.0,-0.01702,0.0,10 +83,AAPL230106P00147000,AAPL,2023-01-06,147.0,put,2022-12-27,16.78,16.75,17.1,12,17.45,269,17.99,16.75,2.02511,-0.38396,0.00743,-0.97236,0.0969,10 +84,AAPL230106C00148000,AAPL,2023-01-06,148.0,call,2022-12-27,0.05,0.05,0.06,294,0.1,1708,0.1,0.05,4e-05,1.0,0.0,-0.01713,0.0,10 +85,AAPL230106P00148000,AAPL,2023-01-06,148.0,put,2022-12-27,19.0,17.75,18.1,16,19.0,441,19.0,19.0,2.07447,-0.39112,0.0073,-1.00141,0.09742,10 +86,AAPL230106C00149000,AAPL,2023-01-06,149.0,call,2022-12-27,0.05,0.04,0.05,191,0.06,1304,0.08,0.04,4e-05,1.0,0.0,-0.01725,0.0,10 +87,AAPL230106P00149000,AAPL,2023-01-06,149.0,put,2022-12-27,18.6,18.75,19.2,1,18.6,206,18.6,18.6,2.12757,-0.3978,0.00715,-1.03186,0.09787,10 +88,AAPL230106C00150000,AAPL,2023-01-06,150.0,call,2022-12-27,0.03,0.03,0.04,552,0.07,4532,0.07,0.03,4e-05,1.0,0.0,-0.01736,0.0,10 +89,AAPL230106P00150000,AAPL,2023-01-06,150.0,put,2022-12-27,20.05,19.75,20.25,9,20.3,296,21.15,20.05,2.17686,-0.40412,0.00701,-1.06013,0.09827,10 +90,AAPL230106C00152500,AAPL,2023-01-06,152.5,call,2022-12-27,0.02,0.02,0.03,214,0.08,3139,0.08,0.02,4e-05,1.0,0.0,-0.01765,0.0,10 +91,AAPL230106P00152500,AAPL,2023-01-06,152.5,put,2022-12-27,22.4,22.25,22.75,20,22.95,25,22.95,22.4,2.28901,-0.41867,0.00673,-1.12415,0.0991,10 +92,AAPL230106C00155000,AAPL,2023-01-06,155.0,call,2022-12-27,0.03,0.02,0.03,139,0.04,5358,0.04,0.02,0.03941,0.05829,0.11649,-0.00685,0.02954,10 +93,AAPL230106P00155000,AAPL,2023-01-06,155.0,put,2022-12-27,24.65,24.75,25.2,1,24.65,134,24.65,24.65,2.39254,-0.43168,0.00648,-1.18238,0.09972,10 +94,AAPL230106C00157500,AAPL,2023-01-06,157.5,call,2022-12-27,0.02,0.01,0.03,165,0.03,2359,0.03,0.01,0.08114,0.02568,0.02904,-0.00661,0.01517,10 +95,AAPL230106P00157500,AAPL,2023-01-06,157.5,put,2022-12-27,28.5,27.25,27.7,10,28.5,1,28.5,28.5,2.4934,-0.44325,0.00624,-1.23793,0.10018,10 +96,AAPL230106C00160000,AAPL,2023-01-06,160.0,call,2022-12-27,0.01,0.01,0.02,97,0.02,2889,0.02,0.01,0.11578,0.01454,0.01255,-0.00567,0.00935,10 +97,AAPL230106P00160000,AAPL,2023-01-06,160.0,put,2022-12-27,31.15,29.75,30.2,1,31.15,0,31.15,31.15,2.58961,-0.4537,0.00603,-1.2901,0.10053,10 +98,AAPL230106C00162500,AAPL,2023-01-06,162.5,call,2022-12-27,0.02,0.01,0.02,5,0.01,2646,0.02,0.01,0.15179,0.01141,0.00776,-0.00596,0.00758,10 +99,AAPL230106P00162500,AAPL,2023-01-06,162.5,put,2022-12-27,16.7,32.25,32.65,2,17.0,0,17.0,16.7,2.67918,-0.46333,0.00584,-1.33807,0.10078,10 +100,AAPL230106C00165000,AAPL,2023-01-06,165.0,call,2022-12-27,0.02,0.01,0.02,68,0.01,2354,0.02,0.01,0.18627,0.00951,0.0054,-0.0062,0.00647,10 +101,AAPL230106P00165000,AAPL,2023-01-06,165.0,put,2022-12-27,30.1,34.8,35.15,1,30.1,0,30.1,30.1,2.76997,-0.47189,0.00566,-1.38582,0.10096,10 +102,AAPL230106C00167500,AAPL,2023-01-06,167.5,call,2022-12-27,0.02,0.01,0.02,36,0.01,1252,0.02,0.01,0.21946,0.00821,0.00403,-0.00639,0.00569,10 +103,AAPL230106P00167500,AAPL,2023-01-06,167.5,put,2022-12-27,35.97,37.25,37.65,1,35.97,0,35.97,35.97,2.85252,-0.48003,0.00551,-1.42883,0.10108,10 +104,AAPL230106C00170000,AAPL,2023-01-06,170.0,call,2022-12-27,0.01,0.0,0.01,142,0.01,1298,0.01,0.01,0.22373,0.00295,0.00159,-0.00261,0.00229,10 +105,AAPL230106P00170000,AAPL,2023-01-06,170.0,put,2022-12-27,27.4,39.8,40.15,10,27.4,0,27.4,27.4,2.93697,-0.48726,0.00535,-1.4722,0.10116,10 +106,AAPL230106C00172500,AAPL,2023-01-06,172.5,call,2022-12-27,0.01,0.0,0.02,122,0.01,1882,0.01,0.01,0.27035,0.0047,0.00199,-0.00477,0.00347,10 +107,AAPL230106P00172500,AAPL,2023-01-06,172.5,put,2022-12-27,0.0,42.25,42.7,0,0.0,0,0.0,0.0,3.01609,-0.4941,0.00521,-1.51242,0.1012,10 +108,AAPL230106C00175000,AAPL,2023-01-06,175.0,call,2022-12-27,0.01,0.0,0.01,200,0.01,873,0.01,0.01,0.27973,0.00241,0.00106,-0.0027,0.0019,10 +109,AAPL230106P00175000,AAPL,2023-01-06,175.0,put,2022-12-27,38.48,44.75,45.2,1,38.48,0,38.48,38.48,3.09261,-0.50047,0.00508,-1.55091,0.10121,10 +110,AAPL230106C00177500,AAPL,2023-01-06,177.5,call,2022-12-27,0.01,0.0,0.01,1,0.01,1190,0.01,0.01,0.30674,0.00221,0.00089,-0.00274,0.00176,10 +111,AAPL230106P00177500,AAPL,2023-01-06,177.5,put,2022-12-27,31.43,47.3,47.65,1,31.43,1,31.43,31.43,3.16669,-0.50642,0.00497,-1.58779,0.1012,10 +112,AAPL230106C00180000,AAPL,2023-01-06,180.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,1286,0.01,0.01,0.33314,0.00205,0.00077,-0.00278,0.00165,10 +113,AAPL230106P00180000,AAPL,2023-01-06,180.0,put,2022-12-27,33.9,49.75,50.15,4,33.9,0,33.9,33.9,3.23612,-0.51216,0.00486,-1.62198,0.10116,10 +114,AAPL230106C00185000,AAPL,2023-01-06,185.0,call,2022-12-27,0.01,0.0,0.01,125,0.01,997,0.01,0.01,0.38433,0.0018,0.00059,-0.00284,0.00146,10 +115,AAPL230106P00185000,AAPL,2023-01-06,185.0,put,2022-12-27,41.5,54.8,55.15,1,41.5,0,41.5,41.5,3.3762,-0.52215,0.00465,-1.69024,0.10105,10 +116,AAPL230106C00190000,AAPL,2023-01-06,190.0,call,2022-12-27,0.01,0.0,0.01,174,0.01,582,0.01,0.01,0.43346,0.00162,0.00047,-0.0029,0.00132,10 +117,AAPL230106P00190000,AAPL,2023-01-06,190.0,put,2022-12-27,0.0,59.75,60.2,0,0.0,0,0.0,0.0,3.50643,-0.5312,0.00447,-1.75261,0.1009,10 +118,AAPL230106C00195000,AAPL,2023-01-06,195.0,call,2022-12-27,0.01,0.0,0.01,3,0.01,400,0.01,0.01,0.48077,0.00147,0.00039,-0.00295,0.00121,10 +119,AAPL230106P00195000,AAPL,2023-01-06,195.0,put,2022-12-27,0.0,64.75,65.2,0,0.0,0,0.0,0.0,3.63018,-0.53931,0.00431,-1.81101,0.10072,10 +120,AAPL230106C00200000,AAPL,2023-01-06,200.0,call,2022-12-27,0.02,0.0,0.01,396,0.01,397,0.02,0.01,0.52647,0.00135,0.00033,-0.00299,0.00113,10 +121,AAPL230106P00200000,AAPL,2023-01-06,200.0,put,2022-12-27,0.0,69.7,70.15,0,0.0,0,0.0,0.0,3.74294,-0.54705,0.00417,-1.8631,0.1005,10 +122,AAPL230106C00205000,AAPL,2023-01-06,205.0,call,2022-12-27,0.01,0.0,0.01,5,0.01,187,0.01,0.01,0.57064,0.00126,0.00029,-0.00303,0.00105,10 +123,AAPL230106P00205000,AAPL,2023-01-06,205.0,put,2022-12-27,73.38,74.75,75.2,1,73.38,0,73.38,73.38,3.86044,-0.55334,0.00404,-1.91756,0.1003,10 +124,AAPL230106C00210000,AAPL,2023-01-06,210.0,call,2022-12-27,0.01,0.0,0.01,4,0.01,4,0.01,0.01,0.61337,0.00118,0.00025,-0.00306,0.00099,10 +125,AAPL230106P00210000,AAPL,2023-01-06,210.0,put,2022-12-27,0.0,79.75,80.2,0,0.0,0,0.0,0.0,3.96809,-0.55945,0.00392,-1.9665,0.10008,10 +126,AAPL230106C00215000,AAPL,2023-01-06,215.0,call,2022-12-27,0.01,0.0,0.01,3,0.01,6,0.01,0.01,0.65487,0.00111,0.00022,-0.0031,0.00094,10 +127,AAPL230106P00215000,AAPL,2023-01-06,215.0,put,2022-12-27,0.0,84.7,85.2,0,0.0,0,0.0,0.0,4.06887,-0.56527,0.00381,-2.01154,0.09985,10 +128,AAPL230106C00220000,AAPL,2023-01-06,220.0,call,2022-12-27,0.02,0.0,0.01,6,0.02,6,0.02,0.02,0.69515,0.00105,0.0002,-0.00313,0.00089,10 +129,AAPL230106P00220000,AAPL,2023-01-06,220.0,put,2022-12-27,0.0,89.8,90.15,0,0.0,0,0.0,0.0,4.17057,-0.57025,0.00371,-2.05715,0.09964,10 +130,AAPL230106C00225000,AAPL,2023-01-06,225.0,call,2022-12-27,0.02,0.0,0.01,10,0.02,11,0.02,0.02,0.73421,0.001,0.00018,-0.00315,0.00085,10 +131,AAPL230106P00225000,AAPL,2023-01-06,225.0,put,2022-12-27,0.0,94.8,95.15,0,0.0,0,0.0,0.0,4.26601,-0.57505,0.00362,-2.09927,0.09941,10 +132,AAPL230106C00230000,AAPL,2023-01-06,230.0,call,2022-12-27,0.01,0.0,0.01,50,0.01,50,0.01,0.01,0.77229,0.00096,0.00016,-0.00318,0.00082,10 +133,AAPL230106P00230000,AAPL,2023-01-06,230.0,put,2022-12-27,93.23,99.8,100.15,8,93.42,0,93.42,93.23,4.35802,-0.57952,0.00354,-2.13953,0.09919,10 +134,AAPL230106C00235000,AAPL,2023-01-06,235.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.80936,0.00092,0.00015,-0.00321,0.00079,10 +135,AAPL230106P00235000,AAPL,2023-01-06,235.0,put,2022-12-27,0.0,104.75,105.2,0,0.0,0,0.0,0.0,4.44683,-0.58368,0.00346,-2.17809,0.09897,10 +136,AAPL230106C00240000,AAPL,2023-01-06,240.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.84545,0.00088,0.00014,-0.00323,0.00076,10 +137,AAPL230106P00240000,AAPL,2023-01-06,240.0,put,2022-12-27,0.0,109.8,110.15,0,0.0,0,0.0,0.0,4.53259,-0.58758,0.00339,-2.21503,0.09876,10 +138,AAPL230106C00245000,AAPL,2023-01-06,245.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,0.88062,0.00085,0.00013,-0.00325,0.00074,10 +139,AAPL230106P00245000,AAPL,2023-01-06,245.0,put,2022-12-27,0.0,114.75,115.2,0,0.0,0,0.0,0.0,4.61559,-0.59123,0.00332,-2.25054,0.09855,10 +140,AAPL230106C00250000,AAPL,2023-01-06,250.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,8,0.01,0.01,0.91496,0.00082,0.00012,-0.00327,0.00071,10 +141,AAPL230106P00250000,AAPL,2023-01-06,250.0,put,2022-12-27,107.9,119.8,120.15,1,107.9,0,107.9,107.9,4.69601,-0.59466,0.00325,-2.28472,0.09835,10 +142,AAPL230113C00050000,AAPL,2023-01-13,50.0,call,2022-12-27,0.0,79.95,80.45,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00578,0.0,17 +143,AAPL230113P00050000,AAPL,2023-01-13,50.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.61022,-0.00033,2e-05,-0.00191,0.0004,17 +144,AAPL230113C00055000,AAPL,2023-01-13,55.0,call,2022-12-27,76.6,74.95,75.45,1,76.6,1,76.6,76.6,4e-05,1.0,0.0,-0.00636,0.0,17 +145,AAPL230113P00055000,AAPL,2023-01-13,55.0,put,2022-12-27,0.02,0.0,0.01,5,0.02,5,0.02,0.02,1.47778,-0.00036,3e-05,-0.0019,0.00044,17 +146,AAPL230113C00060000,AAPL,2023-01-13,60.0,call,2022-12-27,76.65,70.0,70.4,1,76.65,1,76.65,76.65,4e-05,1.0,0.0,-0.00694,0.0,17 +147,AAPL230113P00060000,AAPL,2023-01-13,60.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.35708,-0.0004,3e-05,-0.00189,0.00048,17 +148,AAPL230113C00065000,AAPL,2023-01-13,65.0,call,2022-12-27,0.0,65.0,65.5,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00752,0.0,17 +149,AAPL230113P00065000,AAPL,2023-01-13,65.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.24607,-0.00043,4e-05,-0.00188,0.00052,17 +150,AAPL230113C00070000,AAPL,2023-01-13,70.0,call,2022-12-27,0.0,60.05,60.45,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.0081,0.0,17 +151,AAPL230113P00070000,AAPL,2023-01-13,70.0,put,2022-12-27,0.01,0.0,0.02,8,0.01,8,0.01,0.01,1.21021,-0.00085,7e-05,-0.00341,0.00096,17 +152,AAPL230113C00075000,AAPL,2023-01-13,75.0,call,2022-12-27,0.0,55.05,55.45,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00867,0.0,17 +153,AAPL230113P00075000,AAPL,2023-01-13,75.0,put,2022-12-27,0.0,0.0,0.02,0,0.0,0,0.0,0.0,1.10928,-0.00093,9e-05,-0.00338,0.00104,17 +154,AAPL230113C00080000,AAPL,2023-01-13,80.0,call,2022-12-27,54.7,50.05,50.45,40,54.3,20,54.7,54.3,4e-05,1.0,0.0,-0.00925,0.0,17 +155,AAPL230113P00080000,AAPL,2023-01-13,80.0,put,2022-12-27,0.03,0.0,0.03,2,0.03,15,0.03,0.03,1.05236,-0.00142,0.00013,-0.00474,0.00154,17 +156,AAPL230113C00085000,AAPL,2023-01-13,85.0,call,2022-12-27,0.0,45.1,45.5,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00983,0.0,17 +157,AAPL230113P00085000,AAPL,2023-01-13,85.0,put,2022-12-27,0.02,0.01,0.04,165,0.02,118,0.03,0.01,1.00925,-0.00238,0.00022,-0.00724,0.00245,17 +158,AAPL230113C00090000,AAPL,2023-01-13,90.0,call,2022-12-27,40.0,40.1,40.55,1,40.0,0,40.0,40.0,4e-05,1.0,0.0,-0.01041,0.0,17 +159,AAPL230113P00090000,AAPL,2023-01-13,90.0,put,2022-12-27,0.03,0.02,0.04,96,0.04,351,0.04,0.03,0.93594,-0.00303,0.0003,-0.00834,0.00305,17 +160,AAPL230113C00095000,AAPL,2023-01-13,95.0,call,2022-12-27,0.0,35.15,35.5,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01099,0.0,17 +161,AAPL230113P00095000,AAPL,2023-01-13,95.0,put,2022-12-27,0.06,0.05,0.06,49,0.05,88,0.07,0.05,0.90778,-0.00542,0.00052,-0.01362,0.00514,17 +162,AAPL230113C00100000,AAPL,2023-01-13,100.0,call,2022-12-27,31.9,30.15,30.65,4,31.9,13,31.9,31.9,4e-05,1.0,0.0,-0.01157,0.0,17 +163,AAPL230113P00100000,AAPL,2023-01-13,100.0,put,2022-12-27,0.1,0.09,0.1,669,0.1,625,0.13,0.09,0.87749,-0.00918,0.00085,-0.02094,0.00818,17 +164,AAPL230113C00105000,AAPL,2023-01-13,105.0,call,2022-12-27,25.4,25.3,25.7,2,24.5,2,25.4,24.5,4e-05,1.0,0.0,-0.01214,0.0,17 +165,AAPL230113P00105000,AAPL,2023-01-13,105.0,put,2022-12-27,0.16,0.15,0.17,124,0.18,867,0.2,0.15,0.84812,-0.01512,0.00136,-0.03117,0.01261,17 +166,AAPL230113C00110000,AAPL,2023-01-13,110.0,call,2022-12-27,20.12,20.45,20.8,3,20.32,62,20.32,20.12,4e-05,1.0,0.0,-0.01272,0.0,17 +167,AAPL230113P00110000,AAPL,2023-01-13,110.0,put,2022-12-27,0.28,0.27,0.29,589,0.25,792,0.39,0.25,0.82844,-0.02535,0.00216,-0.04718,0.01956,17 +168,AAPL230113C00115000,AAPL,2023-01-13,115.0,call,2022-12-27,15.78,15.7,16.05,2,15.5,48,15.78,15.5,4e-05,1.0,0.0,-0.0133,0.0,17 +169,AAPL230113P00115000,AAPL,2023-01-13,115.0,put,2022-12-27,0.55,0.52,0.55,886,0.47,2021,0.73,0.47,0.83035,-0.04439,0.00341,-0.07489,0.03101,17 +170,AAPL230113C00120000,AAPL,2023-01-13,120.0,call,2022-12-27,11.64,11.3,11.5,4,10.89,67,11.64,10.89,4e-05,1.0,0.0,-0.01388,0.0,17 +171,AAPL230113P00120000,AAPL,2023-01-13,120.0,put,2022-12-27,1.1,1.06,1.12,2354,0.97,2888,1.44,0.97,0.86277,-0.07836,0.00513,-0.12133,0.04841,17 +172,AAPL230113C00124000,AAPL,2023-01-13,124.0,call,2022-12-27,8.16,8.15,8.35,1,8.16,11,8.16,8.16,4e-05,1.0,0.0,-0.01434,0.0,17 +173,AAPL230113P00124000,AAPL,2023-01-13,124.0,put,2022-12-27,1.77,1.88,1.94,236,1.85,895,2.41,1.75,0.91213,-0.11834,0.00657,-0.17345,0.06552,17 +174,AAPL230113C00125000,AAPL,2023-01-13,125.0,call,2022-12-27,7.78,7.45,7.7,18,7.7,32,7.78,7.1,4e-05,1.0,0.0,-0.01446,0.0,17 +175,AAPL230113P00125000,AAPL,2023-01-13,125.0,put,2022-12-27,2.21,2.16,2.21,2159,2.15,2309,2.75,2.04,0.9277,-0.12994,0.00689,-0.1883,0.06995,17 +176,AAPL230113C00126000,AAPL,2023-01-13,126.0,call,2022-12-27,7.05,6.75,6.95,6,6.65,20,7.05,6.4,4e-05,1.0,0.0,-0.01457,0.0,17 +177,AAPL230113P00126000,AAPL,2023-01-13,126.0,put,2022-12-27,2.52,2.45,2.51,213,2.47,559,3.1,2.31,0.94311,-0.14176,0.0072,-0.20316,0.07425,17 +178,AAPL230113C00127000,AAPL,2023-01-13,127.0,call,2022-12-27,6.15,6.05,6.25,29,6.35,66,6.35,5.7,4e-05,1.0,0.0,-0.01469,0.0,17 +179,AAPL230113P00127000,AAPL,2023-01-13,127.0,put,2022-12-27,2.84,2.79,2.86,547,2.69,770,3.48,2.61,0.96203,-0.1545,0.00747,-0.21948,0.07865,17 +180,AAPL230113C00128000,AAPL,2023-01-13,128.0,call,2022-12-27,5.7,5.45,5.65,29,5.6,120,5.7,5.05,4e-05,1.0,0.0,-0.0148,0.0,17 +181,AAPL230113P00128000,AAPL,2023-01-13,128.0,put,2022-12-27,3.2,3.15,3.25,391,2.97,499,3.85,2.97,0.98156,-0.16747,0.00772,-0.23599,0.0829,17 +182,AAPL230113C00129000,AAPL,2023-01-13,129.0,call,2022-12-27,5.05,4.9,5.0,1356,5.15,832,5.2,4.45,4e-05,1.0,0.0,-0.01492,0.0,17 +183,AAPL230113P00129000,AAPL,2023-01-13,129.0,put,2022-12-27,3.6,3.55,3.65,650,3.49,1642,4.35,3.37,1.00109,-0.18048,0.00794,-0.25236,0.08694,17 +184,AAPL230113C00130000,AAPL,2023-01-13,130.0,call,2022-12-27,4.4,4.35,4.45,1535,5.0,406,5.0,3.95,4e-05,1.0,0.0,-0.01504,0.0,17 +185,AAPL230113P00130000,AAPL,2023-01-13,130.0,put,2022-12-27,4.07,4.0,4.1,608,3.62,9759,4.8,3.51,1.02352,-0.19397,0.00812,-0.26974,0.0909,17 +186,AAPL230113C00131000,AAPL,2023-01-13,131.0,call,2022-12-27,3.9,3.8,3.95,440,4.25,495,4.4,3.45,4e-05,1.0,0.0,-0.01515,0.0,17 +187,AAPL230113P00131000,AAPL,2023-01-13,131.0,put,2022-12-27,4.52,4.45,4.55,239,4.02,935,5.4,4.02,1.04313,-0.20688,0.00828,-0.28571,0.09449,17 +188,AAPL230113C00132000,AAPL,2023-01-13,132.0,call,2022-12-27,3.37,3.35,3.45,333,3.79,946,3.79,2.99,4e-05,1.0,0.0,-0.01527,0.0,17 +189,AAPL230113P00132000,AAPL,2023-01-13,132.0,put,2022-12-27,4.95,4.95,5.1,112,5.2,1172,5.8,4.74,1.068,-0.22048,0.00839,-0.30354,0.09806,17 +190,AAPL230113C00133000,AAPL,2023-01-13,133.0,call,2022-12-27,3.0,2.88,2.97,368,3.46,936,3.46,2.63,4e-05,1.0,0.0,-0.01538,0.0,17 +191,AAPL230113P00133000,AAPL,2023-01-13,133.0,put,2022-12-27,5.57,5.45,5.65,64,5.28,835,6.4,5.28,1.09035,-0.23347,0.00849,-0.32001,0.10128,17 +192,AAPL230113C00134000,AAPL,2023-01-13,134.0,call,2022-12-27,2.55,2.47,2.56,1371,2.96,591,2.96,2.27,4e-05,1.0,0.0,-0.0155,0.0,17 +193,AAPL230113P00134000,AAPL,2023-01-13,134.0,put,2022-12-27,6.15,6.1,6.3,26,6.75,2262,6.75,6.08,1.12247,-0.24744,0.00851,-0.34001,0.10454,17 +194,AAPL230113C00135000,AAPL,2023-01-13,135.0,call,2022-12-27,2.18,2.14,2.19,1455,2.68,1421,2.68,1.92,4e-05,1.0,0.0,-0.01561,0.0,17 +195,AAPL230113P00135000,AAPL,2023-01-13,135.0,put,2022-12-27,6.8,6.75,6.9,82,6.45,1650,7.4,6.45,1.14956,-0.26034,0.00854,-0.3576,0.10737,17 +196,AAPL230113C00136000,AAPL,2023-01-13,136.0,call,2022-12-27,1.86,1.83,1.87,450,2.23,605,2.23,1.64,4e-05,1.0,0.0,-0.01573,0.0,17 +197,AAPL230113P00136000,AAPL,2023-01-13,136.0,put,2022-12-27,7.55,7.3,7.6,41,7.5,536,8.51,7.38,1.17451,-0.27264,0.00855,-0.37394,0.1099,17 +198,AAPL230113C00137000,AAPL,2023-01-13,137.0,call,2022-12-27,1.53,1.52,1.57,792,1.88,901,1.88,1.4,4e-05,1.0,0.0,-0.01585,0.0,17 +199,AAPL230113P00137000,AAPL,2023-01-13,137.0,put,2022-12-27,8.05,8.15,8.35,104,8.04,631,9.0,8.04,1.21311,-0.28576,0.00847,-0.39516,0.11244,17 +200,AAPL230113C00138000,AAPL,2023-01-13,138.0,call,2022-12-27,1.29,1.27,1.32,491,1.6,714,1.6,1.18,4e-05,1.0,0.0,-0.01596,0.0,17 +201,AAPL230113P00138000,AAPL,2023-01-13,138.0,put,2022-12-27,8.75,8.75,9.1,63,9.65,365,10.05,8.75,1.23844,-0.29721,0.00845,-0.41083,0.11452,17 +202,AAPL230113C00139000,AAPL,2023-01-13,139.0,call,2022-12-27,1.07,1.05,1.1,287,1.37,512,1.37,0.99,4e-05,1.0,0.0,-0.01608,0.0,17 +203,AAPL230113P00139000,AAPL,2023-01-13,139.0,put,2022-12-27,9.5,9.65,9.85,14,9.87,414,9.9,9.5,1.27499,-0.30899,0.00835,-0.43036,0.11653,17 +204,AAPL230113C00140000,AAPL,2023-01-13,140.0,call,2022-12-27,0.89,0.89,0.92,1654,1.16,5717,1.16,0.81,4e-05,1.0,0.0,-0.01619,0.0,17 +205,AAPL230113P00140000,AAPL,2023-01-13,140.0,put,2022-12-27,10.11,10.35,10.7,94,9.66,1377,11.58,9.66,1.30543,-0.31984,0.00828,-0.44718,0.11827,17 +206,AAPL230113C00141000,AAPL,2023-01-13,141.0,call,2022-12-27,0.75,0.71,0.76,432,0.93,899,0.96,0.69,4e-05,1.0,0.0,-0.01631,0.0,17 +207,AAPL230113P00141000,AAPL,2023-01-13,141.0,put,2022-12-27,10.0,11.3,11.6,12,10.0,353,10.0,10.0,1.34678,-0.33067,0.00814,-0.46769,0.11989,17 +208,AAPL230113C00142000,AAPL,2023-01-13,142.0,call,2022-12-27,0.65,0.61,0.63,248,0.76,934,0.78,0.57,4e-05,1.0,0.0,-0.01642,0.0,17 +209,AAPL230113P00142000,AAPL,2023-01-13,142.0,put,2022-12-27,12.38,12.2,12.45,73,12.3,898,12.55,12.0,1.38226,-0.34065,0.00802,-0.48562,0.12129,17 +210,AAPL230113C00143000,AAPL,2023-01-13,143.0,call,2022-12-27,0.5,0.48,0.52,191,0.7,747,0.7,0.47,4e-05,1.0,0.0,-0.01654,0.0,17 +211,AAPL230113P00143000,AAPL,2023-01-13,143.0,put,2022-12-27,13.27,13.05,13.4,92,14.32,224,14.32,13.16,1.41827,-0.35012,0.0079,-0.50339,0.12253,17 +212,AAPL230113C00144000,AAPL,2023-01-13,144.0,call,2022-12-27,0.43,0.4,0.44,462,0.59,2327,0.59,0.39,4e-05,1.0,0.0,-0.01666,0.0,17 +213,AAPL230113P00144000,AAPL,2023-01-13,144.0,put,2022-12-27,14.22,14.0,14.3,80,14.16,313,14.81,14.16,1.45489,-0.35908,0.00777,-0.52105,0.12364,17 +214,AAPL230113C00145000,AAPL,2023-01-13,145.0,call,2022-12-27,0.34,0.34,0.36,346,0.49,1575,0.49,0.33,4e-05,1.0,0.0,-0.01677,0.0,17 +215,AAPL230113P00145000,AAPL,2023-01-13,145.0,put,2022-12-27,15.07,14.85,15.25,53,15.32,1166,15.57,15.0,1.48823,-0.36753,0.00765,-0.5372,0.12462,17 +216,AAPL230113C00146000,AAPL,2023-01-13,146.0,call,2022-12-27,0.29,0.26,0.3,57,0.37,621,0.37,0.28,4e-05,1.0,0.0,-0.01689,0.0,17 +217,AAPL230113P00146000,AAPL,2023-01-13,146.0,put,2022-12-27,15.28,15.8,16.3,1,15.28,85,15.28,15.28,1.52836,-0.37553,0.0075,-0.55555,0.12549,17 +218,AAPL230113C00147000,AAPL,2023-01-13,147.0,call,2022-12-27,0.24,0.21,0.25,969,0.36,532,0.36,0.23,4e-05,1.0,0.0,-0.017,0.0,17 +219,AAPL230113P00147000,AAPL,2023-01-13,147.0,put,2022-12-27,15.42,16.75,17.25,3,15.42,67,15.42,15.42,1.56338,-0.38309,0.00738,-0.57176,0.12625,17 +220,AAPL230113C00148000,AAPL,2023-01-13,148.0,call,2022-12-27,0.21,0.18,0.21,76,0.25,1332,0.26,0.2,4e-05,1.0,0.0,-0.01712,0.0,17 +221,AAPL230113P00148000,AAPL,2023-01-13,148.0,put,2022-12-27,17.9,17.7,18.15,124,17.0,418,19.02,17.0,1.59534,-0.3903,0.00727,-0.58662,0.12694,17 +222,AAPL230113C00149000,AAPL,2023-01-13,149.0,call,2022-12-27,0.17,0.14,0.17,151,0.25,888,0.25,0.15,4e-05,1.0,0.0,-0.01723,0.0,17 +223,AAPL230113P00149000,AAPL,2023-01-13,149.0,put,2022-12-27,17.9,18.8,19.2,2,17.55,65,17.9,17.55,1.63815,-0.39692,0.00712,-0.6052,0.12753,17 +224,AAPL230113C00150000,AAPL,2023-01-13,150.0,call,2022-12-27,0.15,0.13,0.15,333,0.22,3412,0.22,0.13,4e-05,1.0,0.0,-0.01735,0.0,17 +225,AAPL230113P00150000,AAPL,2023-01-13,150.0,put,2022-12-27,20.5,19.75,20.15,5,20.17,219,20.5,20.17,1.67027,-0.40337,0.00701,-0.61968,0.12807,17 +226,AAPL230113C00152500,AAPL,2023-01-13,152.5,call,2022-12-27,0.1,0.08,0.1,464,0.11,1221,0.14,0.08,4e-05,1.0,0.0,-0.01764,0.0,17 +227,AAPL230113P00152500,AAPL,2023-01-13,152.5,put,2022-12-27,22.3,22.3,22.75,53,22.7,85,23.34,22.3,1.76228,-0.41772,0.0067,-0.65935,0.12914,17 +228,AAPL230113C00155000,AAPL,2023-01-13,155.0,call,2022-12-27,0.07,0.06,0.08,139,0.1,5478,0.1,0.06,0.03712,0.11664,0.1597,-0.00914,0.06485,17 +229,AAPL230113P00155000,AAPL,2023-01-13,155.0,put,2022-12-27,24.78,24.8,25.15,2,24.78,13,24.78,24.78,1.84002,-0.43077,0.00646,-0.69282,0.12997,17 +230,AAPL230113C00157500,AAPL,2023-01-13,157.5,call,2022-12-27,0.05,0.04,0.06,15,0.07,1843,0.07,0.04,0.07191,0.05044,0.04366,-0.00816,0.03435,17 +231,AAPL230113P00157500,AAPL,2023-01-13,157.5,put,2022-12-27,21.33,27.2,27.75,16,20.77,0,21.33,20.76,1.91753,-0.44232,0.00622,-0.7254,0.13058,17 +232,AAPL230113C00160000,AAPL,2023-01-13,160.0,call,2022-12-27,0.04,0.03,0.05,82,0.05,1989,0.05,0.03,0.10181,0.03075,0.02062,-0.00742,0.02297,17 +233,AAPL230113P00160000,AAPL,2023-01-13,160.0,put,2022-12-27,27.64,29.75,30.25,16,27.61,0,27.64,27.61,1.99345,-0.45262,0.00601,-0.75672,0.13103,17 +234,AAPL230113C00162500,AAPL,2023-01-13,162.5,call,2022-12-27,0.03,0.02,0.03,19,0.05,769,0.05,0.02,0.12363,0.01714,0.01038,-0.00541,0.01405,17 +235,AAPL230113P00162500,AAPL,2023-01-13,162.5,put,2022-12-27,26.35,32.3,32.7,90,23.05,0,26.35,23.05,2.06432,-0.46208,0.00582,-0.78561,0.13136,17 +236,AAPL230113C00165000,AAPL,2023-01-13,165.0,call,2022-12-27,0.02,0.02,0.04,66,0.04,801,0.04,0.02,0.15537,0.01644,0.00797,-0.00648,0.01355,17 +237,AAPL230113P00165000,AAPL,2023-01-13,165.0,put,2022-12-27,33.8,34.75,35.2,2,33.8,0,33.8,33.8,2.13039,-0.47088,0.00565,-0.81223,0.13161,17 +238,AAPL230113C00167500,AAPL,2023-01-13,167.5,call,2022-12-27,0.02,0.01,0.03,2,0.02,645,0.02,0.02,0.17323,0.01038,0.00481,-0.00482,0.00911,17 +239,AAPL230113P00167500,AAPL,2023-01-13,167.5,put,2022-12-27,0.0,37.25,37.7,0,0.0,0,0.0,0.0,2.19578,-0.47884,0.00548,-0.83818,0.13178,17 +240,AAPL230113C00170000,AAPL,2023-01-13,170.0,call,2022-12-27,0.01,0.01,0.03,121,0.02,760,0.02,0.01,0.19855,0.00919,0.00377,-0.00494,0.00819,17 +241,AAPL230113P00170000,AAPL,2023-01-13,170.0,put,2022-12-27,0.0,39.8,40.2,0,0.0,0,0.0,0.0,2.2607,-0.48605,0.00533,-0.86362,0.13188,17 +242,AAPL230113C00175000,AAPL,2023-01-13,175.0,call,2022-12-27,0.01,0.01,0.02,102,0.02,314,0.02,0.01,0.23899,0.00599,0.00215,-0.00405,0.00561,17 +243,AAPL230113P00175000,AAPL,2023-01-13,175.0,put,2022-12-27,0.0,44.75,45.2,0,0.0,0,0.0,0.0,2.37858,-0.49937,0.00507,-0.90909,0.13196,17 +244,AAPL230113C00180000,AAPL,2023-01-13,180.0,call,2022-12-27,0.02,0.0,0.02,100,0.02,113,0.02,0.02,0.2721,0.00368,0.00122,-0.00297,0.00364,17 +245,AAPL230113P00180000,AAPL,2023-01-13,180.0,put,2022-12-27,0.0,49.75,50.2,0,0.0,0,0.0,0.0,2.49096,-0.51084,0.00484,-0.95157,0.13191,17 +246,AAPL230113C00185000,AAPL,2023-01-13,185.0,call,2022-12-27,0.01,0.0,0.01,40,0.01,34,0.01,0.01,0.29377,0.00181,0.00059,-0.00168,0.00191,17 +247,AAPL230113P00185000,AAPL,2023-01-13,185.0,put,2022-12-27,0.0,54.75,55.2,0,0.0,0,0.0,0.0,2.59693,-0.52096,0.00464,-0.99091,0.13178,17 +248,AAPL230113C00190000,AAPL,2023-01-13,190.0,call,2022-12-27,0.01,0.0,0.01,12,0.01,22,0.01,0.01,0.33146,0.00162,0.00048,-0.00171,0.00173,17 +249,AAPL230113P00190000,AAPL,2023-01-13,190.0,put,2022-12-27,0.0,59.7,60.2,0,0.0,0,0.0,0.0,2.69527,-0.53015,0.00446,-1.02674,0.13158,17 +250,AAPL230113C00195000,AAPL,2023-01-13,195.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,0.36777,0.00147,0.00039,-0.00174,0.00159,17 +251,AAPL230113P00195000,AAPL,2023-01-13,195.0,put,2022-12-27,0.0,64.75,65.2,0,0.0,0,0.0,0.0,2.79247,-0.53805,0.0043,-1.0618,0.13136,17 +252,AAPL230113C00200000,AAPL,2023-01-13,200.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,2,0.01,0.01,0.40287,0.00136,0.00033,-0.00177,0.00147,17 +253,AAPL230113P00200000,AAPL,2023-01-13,200.0,put,2022-12-27,0.0,69.75,70.2,0,0.0,0,0.0,0.0,2.88319,-0.54535,0.00416,-1.09399,0.13111,17 +254,AAPL230113C00205000,AAPL,2023-01-13,205.0,call,2022-12-27,0.02,0.0,0.01,10,0.02,10,0.02,0.02,0.43674,0.00126,0.00029,-0.00179,0.00138,17 +255,AAPL230113P00205000,AAPL,2023-01-13,205.0,put,2022-12-27,0.0,74.75,75.2,0,0.0,0,0.0,0.0,2.96986,-0.55199,0.00403,-1.12437,0.13084,17 +256,AAPL230113C00210000,AAPL,2023-01-13,210.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.46955,0.00118,0.00025,-0.00181,0.0013,17 +257,AAPL230113P00210000,AAPL,2023-01-13,210.0,put,2022-12-27,0.0,79.75,80.15,0,0.0,0,0.0,0.0,3.05088,-0.55826,0.00391,-1.15228,0.13055,17 +258,AAPL230113C00215000,AAPL,2023-01-13,215.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.50137,0.00111,0.00022,-0.00183,0.00123,17 +259,AAPL230113P00215000,AAPL,2023-01-13,215.0,put,2022-12-27,0.0,84.8,85.2,0,0.0,0,0.0,0.0,3.13427,-0.56344,0.0038,-1.1812,0.13029,17 +260,AAPL230113C00220000,AAPL,2023-01-13,220.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.53226,0.00105,0.0002,-0.00185,0.00117,17 +261,AAPL230113P00220000,AAPL,2023-01-13,220.0,put,2022-12-27,0.0,89.7,90.1,0,0.0,0,0.0,0.0,3.20309,-0.56939,0.00371,-1.2038,0.12996,17 +262,AAPL230113C00225000,AAPL,2023-01-13,225.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.56225,0.001,0.00018,-0.00186,0.00112,17 +263,AAPL230113P00225000,AAPL,2023-01-13,225.0,put,2022-12-27,0.0,94.75,95.2,0,0.0,0,0.0,0.0,3.28243,-0.57355,0.00361,-1.23108,0.12971,17 +264,AAPL230113C00230000,AAPL,2023-01-13,230.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.59147,0.00096,0.00017,-0.00188,0.00107,17 +265,AAPL230113P00230000,AAPL,2023-01-13,230.0,put,2022-12-27,0.0,99.7,100.2,0,0.0,0,0.0,0.0,3.3514,-0.57819,0.00353,-1.25384,0.12942,17 +266,AAPL230113C00235000,AAPL,2023-01-13,235.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.61985,0.00092,0.00015,-0.00189,0.00103,17 +267,AAPL230113P00235000,AAPL,2023-01-13,235.0,put,2022-12-27,0.0,104.8,105.15,0,0.0,0,0.0,0.0,3.42182,-0.5821,0.00345,-1.27735,0.12916,17 +268,AAPL230113C00240000,AAPL,2023-01-13,240.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.64754,0.00088,0.00014,-0.00191,0.00099,17 +269,AAPL230113P00240000,AAPL,2023-01-13,240.0,put,2022-12-27,0.0,109.75,110.2,0,0.0,0,0.0,0.0,3.48797,-0.58596,0.00338,-1.29905,0.12889,17 +270,AAPL230113C00245000,AAPL,2023-01-13,245.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.67448,0.00085,0.00013,-0.00192,0.00096,17 +271,AAPL230113P00245000,AAPL,2023-01-13,245.0,put,2022-12-27,0.0,114.75,115.2,0,0.0,0,0.0,0.0,3.55206,-0.58957,0.00331,-1.31993,0.12862,17 +272,AAPL230113C00250000,AAPL,2023-01-13,250.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.70087,0.00082,0.00012,-0.00193,0.00093,17 +273,AAPL230113P00250000,AAPL,2023-01-13,250.0,put,2022-12-27,0.0,119.75,120.2,0,0.0,0,0.0,0.0,3.61401,-0.59298,0.00325,-1.33997,0.12836,17 +274,AAPL230120C00030000,AAPL,2023-01-20,30.0,call,2022-12-27,100.53,99.9,100.45,3,100.53,2803,100.53,100.53,4e-05,1.0,0.0,-0.00347,0.0,24 +275,AAPL230120P00030000,AAPL,2023-01-20,30.0,put,2022-12-27,0.01,0.0,0.01,10,0.01,20963,0.01,0.01,1.95736,-0.00023,1e-05,-0.00137,0.00034,24 +276,AAPL230120C00035000,AAPL,2023-01-20,35.0,call,2022-12-27,98.5,94.9,95.45,1,98.5,642,98.5,98.5,4e-05,1.0,0.0,-0.00404,0.0,24 +277,AAPL230120P00035000,AAPL,2023-01-20,35.0,put,2022-12-27,0.01,0.0,0.01,30,0.01,2924,0.01,0.01,1.77486,-0.00025,1e-05,-0.00137,0.00037,24 +278,AAPL230120C00040000,AAPL,2023-01-20,40.0,call,2022-12-27,95.7,89.95,90.45,4,95.7,1007,95.7,95.7,4e-05,1.0,0.0,-0.00462,0.0,24 +279,AAPL230120P00040000,AAPL,2023-01-20,40.0,put,2022-12-27,0.01,0.0,0.01,20,0.01,20805,0.01,0.01,1.61762,-0.00028,2e-05,-0.00136,0.00041,24 +280,AAPL230120C00050000,AAPL,2023-01-20,50.0,call,2022-12-27,80.6,80.0,80.5,3,80.6,3959,80.6,80.6,4e-05,1.0,0.0,-0.00578,0.0,24 +281,AAPL230120P00050000,AAPL,2023-01-20,50.0,put,2022-12-27,0.01,0.0,0.01,29,0.01,19663,0.01,0.01,1.35601,-0.00033,2e-05,-0.00135,0.00048,24 +282,AAPL230120C00055000,AAPL,2023-01-20,55.0,call,2022-12-27,74.9,75.0,75.45,16,74.86,812,74.9,74.86,4e-05,1.0,0.0,-0.00636,0.0,24 +283,AAPL230120P00055000,AAPL,2023-01-20,55.0,put,2022-12-27,0.01,0.0,0.01,20,0.01,3186,0.01,0.01,1.24454,-0.00036,3e-05,-0.00134,0.00052,24 +284,AAPL230120C00060000,AAPL,2023-01-20,60.0,call,2022-12-27,70.1,70.05,70.45,2,70.1,3001,70.1,70.1,4e-05,1.0,0.0,-0.00693,0.0,24 +285,AAPL230120P00060000,AAPL,2023-01-20,60.0,put,2022-12-27,0.01,0.0,0.01,16,0.01,11079,0.01,0.01,1.14292,-0.0004,3e-05,-0.00134,0.00056,24 +286,AAPL230120C00065000,AAPL,2023-01-20,65.0,call,2022-12-27,67.7,65.05,65.45,4,68.2,1463,68.2,67.7,4e-05,1.0,0.0,-0.00751,0.0,24 +287,AAPL230120P00065000,AAPL,2023-01-20,65.0,put,2022-12-27,0.01,0.0,0.02,1,0.01,6249,0.01,0.01,1.11057,-0.00078,6e-05,-0.00243,0.00105,24 +288,AAPL230120C00070000,AAPL,2023-01-20,70.0,call,2022-12-27,60.2,60.1,60.55,29,60.61,3407,60.61,60.2,4e-05,1.0,0.0,-0.00809,0.0,24 +289,AAPL230120P00070000,AAPL,2023-01-20,70.0,put,2022-12-27,0.01,0.0,0.01,24,0.02,9717,0.02,0.01,0.96294,-0.00047,4e-05,-0.00132,0.00066,24 +290,AAPL230120C00075000,AAPL,2023-01-20,75.0,call,2022-12-27,54.95,55.05,55.6,1,54.95,2034,54.95,54.95,4e-05,1.0,0.0,-0.00867,0.0,24 +291,AAPL230120P00075000,AAPL,2023-01-20,75.0,put,2022-12-27,0.02,0.01,0.02,30,0.02,24773,0.02,0.01,0.96882,-0.0013,0.00011,-0.00338,0.00169,24 +292,AAPL230120C00080000,AAPL,2023-01-20,80.0,call,2022-12-27,50.75,50.15,50.6,2,50.75,4758,50.75,50.75,4e-05,1.0,0.0,-0.00925,0.0,24 +293,AAPL230120P00080000,AAPL,2023-01-20,80.0,put,2022-12-27,0.02,0.02,0.03,70,0.04,20761,0.04,0.02,0.93121,-0.00217,0.00019,-0.00517,0.00269,24 +294,AAPL230120C00085000,AAPL,2023-01-20,85.0,call,2022-12-27,45.4,45.15,45.65,1,45.4,7958,45.4,45.4,4e-05,1.0,0.0,-0.00982,0.0,24 +295,AAPL230120P00085000,AAPL,2023-01-20,85.0,put,2022-12-27,0.04,0.03,0.05,677,0.04,15694,0.06,0.03,0.89329,-0.00348,0.0003,-0.00759,0.00411,24 +296,AAPL230120C00090000,AAPL,2023-01-20,90.0,call,2022-12-27,40.51,40.25,40.6,32,40.6,9847,40.61,40.51,4e-05,1.0,0.0,-0.0104,0.0,24 +297,AAPL230120P00090000,AAPL,2023-01-20,90.0,put,2022-12-27,0.06,0.06,0.07,3223,0.08,32714,0.09,0.06,0.8601,-0.00563,0.00048,-0.0112,0.00631,24 +298,AAPL230120C00095000,AAPL,2023-01-20,95.0,call,2022-12-27,37.21,35.2,35.7,2,37.21,2635,37.21,37.21,4e-05,1.0,0.0,-0.01098,0.0,24 +299,AAPL230120P00095000,AAPL,2023-01-20,95.0,put,2022-12-27,0.1,0.07,0.11,1196,0.11,21421,0.14,0.09,0.81287,-0.00797,0.00068,-0.01439,0.00859,24 +300,AAPL230120C00100000,AAPL,2023-01-20,100.0,call,2022-12-27,31.0,30.25,30.75,855,30.92,14378,31.0,29.2,4e-05,1.0,0.0,-0.01156,0.0,24 +301,AAPL230120P00100000,AAPL,2023-01-20,100.0,put,2022-12-27,0.16,0.16,0.18,2992,0.18,79849,0.21,0.15,0.80242,-0.01428,0.00115,-0.02358,0.01427,24 +302,AAPL230120C00105000,AAPL,2023-01-20,105.0,call,2022-12-27,25.61,25.45,25.9,274,26.56,2481,26.56,24.6,4e-05,1.0,0.0,-0.01213,0.0,24 +303,AAPL230120P00105000,AAPL,2023-01-20,105.0,put,2022-12-27,0.26,0.26,0.28,434,0.26,23962,0.34,0.24,0.77663,-0.02219,0.00173,-0.03319,0.02078,24 +304,AAPL230120C00110000,AAPL,2023-01-20,110.0,call,2022-12-27,20.78,20.65,20.95,21,20.5,7206,21.0,19.75,4e-05,1.0,0.0,-0.01271,0.0,24 +305,AAPL230120P00110000,AAPL,2023-01-20,110.0,put,2022-12-27,0.45,0.44,0.47,2713,0.42,37185,0.59,0.42,0.76336,-0.03558,0.00261,-0.04827,0.03078,24 +306,AAPL230120C00115000,AAPL,2023-01-20,115.0,call,2022-12-27,16.17,16.1,16.35,255,15.8,24864,16.41,15.6,4e-05,1.0,0.0,-0.01329,0.0,24 +307,AAPL230120P00115000,AAPL,2023-01-20,115.0,put,2022-12-27,0.82,0.8,0.84,4606,0.77,50108,1.05,0.73,0.76908,-0.05855,0.00387,-0.07246,0.04593,24 +308,AAPL230120C00120000,AAPL,2023-01-20,120.0,call,2022-12-27,11.9,11.85,12.0,169,12.61,19017,12.61,11.11,4e-05,1.0,0.0,-0.01387,0.0,24 +309,AAPL230120P00120000,AAPL,2023-01-20,120.0,put,2022-12-27,1.5,1.48,1.5,6936,1.32,61557,1.9,1.25,0.79258,-0.0939,0.00538,-0.10691,0.06586,24 +310,AAPL230120C00121000,AAPL,2023-01-20,121.0,call,2022-12-27,10.89,11.05,11.2,35,10.95,62,11.15,10.89,4e-05,1.0,0.0,-0.01398,0.0,24 +311,AAPL230120P00121000,AAPL,2023-01-20,121.0,put,2022-12-27,1.72,1.67,1.72,407,1.71,942,2.12,1.58,0.80227,-0.10324,0.0057,-0.11596,0.07059,24 +312,AAPL230120C00122000,AAPL,2023-01-20,122.0,call,2022-12-27,10.55,10.25,10.45,41,10.0,152,10.55,9.89,4e-05,1.0,0.0,-0.0141,0.0,24 +313,AAPL230120P00122000,AAPL,2023-01-20,122.0,put,2022-12-27,1.94,1.91,1.94,598,1.88,1214,2.37,1.77,0.8131,-0.11318,0.00601,-0.12554,0.07543,24 +314,AAPL230120C00123000,AAPL,2023-01-20,123.0,call,2022-12-27,9.75,9.5,9.65,55,9.8,317,9.8,9.0,4e-05,1.0,0.0,-0.01421,0.0,24 +315,AAPL230120P00123000,AAPL,2023-01-20,123.0,put,2022-12-27,2.13,2.07,2.18,659,1.93,3297,2.66,1.93,0.81776,-0.12198,0.0063,-0.13308,0.07953,24 +316,AAPL230120C00124000,AAPL,2023-01-20,124.0,call,2022-12-27,9.1,8.75,8.95,22,9.52,245,9.52,8.12,4e-05,1.0,0.0,-0.01433,0.0,24 +317,AAPL230120P00124000,AAPL,2023-01-20,124.0,put,2022-12-27,2.44,2.39,2.44,610,2.13,1169,2.97,2.13,0.83164,-0.13323,0.00658,-0.14387,0.08456,24 +318,AAPL230120C00125000,AAPL,2023-01-20,125.0,call,2022-12-27,8.48,8.05,8.25,230,8.8,22163,8.8,7.6,4e-05,1.0,0.0,-0.01445,0.0,24 +319,AAPL230120P00125000,AAPL,2023-01-20,125.0,put,2022-12-27,2.73,2.67,2.74,6263,2.45,53047,3.3,2.41,0.84301,-0.14412,0.00685,-0.1538,0.08921,24 +320,AAPL230120C00126000,AAPL,2023-01-20,126.0,call,2022-12-27,7.75,7.4,7.55,20,7.01,178,7.75,7.01,4e-05,1.0,0.0,-0.01456,0.0,24 +321,AAPL230120P00126000,AAPL,2023-01-20,126.0,put,2022-12-27,2.99,3.0,3.1,705,2.7,2742,3.65,2.7,0.85819,-0.15604,0.0071,-0.16506,0.09407,24 +322,AAPL230120C00127000,AAPL,2023-01-20,127.0,call,2022-12-27,6.85,6.75,6.9,34,7.35,253,7.35,6.4,4e-05,1.0,0.0,-0.01468,0.0,24 +323,AAPL230120P00127000,AAPL,2023-01-20,127.0,put,2022-12-27,3.4,3.35,3.45,370,3.06,2124,4.0,3.06,0.87154,-0.16767,0.00732,-0.17562,0.09858,24 +324,AAPL230120C00128000,AAPL,2023-01-20,128.0,call,2022-12-27,6.15,6.15,6.3,346,6.43,334,6.43,5.67,4e-05,1.0,0.0,-0.01479,0.0,24 +325,AAPL230120P00128000,AAPL,2023-01-20,128.0,put,2022-12-27,3.77,3.7,3.8,1313,3.35,2108,4.45,3.35,0.88284,-0.17896,0.00754,-0.18538,0.10276,24 +326,AAPL230120C00129000,AAPL,2023-01-20,129.0,call,2022-12-27,5.6,5.55,5.7,864,6.3,176,6.3,5.1,4e-05,1.0,0.0,-0.01491,0.0,24 +327,AAPL230120P00129000,AAPL,2023-01-20,129.0,put,2022-12-27,4.21,4.1,4.25,1238,3.85,1388,4.9,3.85,0.89931,-0.19135,0.00771,-0.19681,0.10712,24 +328,AAPL230120C00130000,AAPL,2023-01-20,130.0,call,2022-12-27,5.05,5.0,5.15,8850,6.0,32207,6.0,4.55,4e-05,1.0,0.0,-0.01502,0.0,24 +329,AAPL230120P00130000,AAPL,2023-01-20,130.0,put,2022-12-27,4.64,4.6,4.65,10857,4.23,92278,5.38,4.1,0.91602,-0.20373,0.00786,-0.20817,0.11126,24 +330,AAPL230120C00131000,AAPL,2023-01-20,131.0,call,2022-12-27,4.6,4.5,4.6,1001,5.27,4359,5.27,4.0,4e-05,1.0,0.0,-0.01514,0.0,24 +331,AAPL230120P00131000,AAPL,2023-01-20,131.0,put,2022-12-27,5.06,5.0,5.15,855,4.5,1841,5.86,4.5,0.93075,-0.21567,0.008,-0.21866,0.11504,24 +332,AAPL230120C00132000,AAPL,2023-01-20,132.0,call,2022-12-27,4.0,4.0,4.1,445,4.7,1189,4.7,3.55,4e-05,1.0,0.0,-0.01526,0.0,24 +333,AAPL230120P00132000,AAPL,2023-01-20,132.0,put,2022-12-27,5.55,5.5,5.65,442,4.97,4359,6.41,4.97,0.94799,-0.22793,0.00811,-0.22981,0.11874,24 +334,AAPL230120C00133000,AAPL,2023-01-20,133.0,call,2022-12-27,3.58,3.5,3.65,761,4.2,3595,4.2,3.2,4e-05,1.0,0.0,-0.01537,0.0,24 +335,AAPL230120P00133000,AAPL,2023-01-20,133.0,put,2022-12-27,6.0,6.05,6.2,117,5.9,1154,6.97,5.75,0.96752,-0.24035,0.00818,-0.24149,0.12228,24 +336,AAPL230120C00134000,AAPL,2023-01-20,134.0,call,2022-12-27,3.2,3.1,3.2,1733,3.5,5294,3.5,2.82,4e-05,1.0,0.0,-0.01549,0.0,24 +337,AAPL230120P00134000,AAPL,2023-01-20,134.0,put,2022-12-27,6.65,6.65,6.8,101,6.54,2615,7.55,6.54,0.98919,-0.25281,0.00822,-0.25364,0.12563,24 +338,AAPL230120C00135000,AAPL,2023-01-20,135.0,call,2022-12-27,2.75,2.73,2.78,6355,3.38,29916,3.38,2.42,4e-05,1.0,0.0,-0.0156,0.0,24 +339,AAPL230120P00135000,AAPL,2023-01-20,135.0,put,2022-12-27,7.35,7.25,7.4,728,6.45,55305,8.2,6.41,1.0091,-0.26472,0.00825,-0.26494,0.12866,24 +340,AAPL230120C00136000,AAPL,2023-01-20,136.0,call,2022-12-27,2.4,2.31,2.42,616,2.83,2120,2.83,2.12,4e-05,1.0,0.0,-0.01572,0.0,24 +341,AAPL230120P00136000,AAPL,2023-01-20,136.0,put,2022-12-27,7.9,7.85,8.05,55,8.18,877,8.9,7.85,1.02932,-0.27636,0.00827,-0.27607,0.13146,24 +342,AAPL230120C00137000,AAPL,2023-01-20,137.0,call,2022-12-27,2.06,2.03,2.09,602,2.43,3290,2.43,1.83,4e-05,1.0,0.0,-0.01583,0.0,24 +343,AAPL230120P00137000,AAPL,2023-01-20,137.0,put,2022-12-27,8.47,8.55,8.75,12,8.95,379,9.7,8.35,1.05358,-0.28806,0.00824,-0.28825,0.13411,24 +344,AAPL230120C00138000,AAPL,2023-01-20,138.0,call,2022-12-27,1.78,1.76,1.8,691,2.26,2406,2.26,1.58,4e-05,1.0,0.0,-0.01595,0.0,24 +345,AAPL230120P00138000,AAPL,2023-01-20,138.0,put,2022-12-27,9.75,9.25,9.45,7,10.45,303,10.45,9.75,1.07632,-0.29922,0.00821,-0.29966,0.13649,24 +346,AAPL230120C00139000,AAPL,2023-01-20,139.0,call,2022-12-27,1.55,1.5,1.54,775,1.92,1819,1.92,1.37,4e-05,1.0,0.0,-0.01606,0.0,24 +347,AAPL230120P00139000,AAPL,2023-01-20,139.0,put,2022-12-27,9.86,10.0,10.2,18,11.11,69,11.11,9.8,1.10126,-0.31013,0.00815,-0.3115,0.13868,24 +348,AAPL230120C00140000,AAPL,2023-01-20,140.0,call,2022-12-27,1.3,1.3,1.32,11987,1.67,81280,1.67,1.15,4e-05,1.0,0.0,-0.01618,0.0,24 +349,AAPL230120P00140000,AAPL,2023-01-20,140.0,put,2022-12-27,10.8,10.7,11.0,980,9.78,113451,12.0,9.78,1.12476,-0.32052,0.0081,-0.32262,0.14064,24 +350,AAPL230120C00141000,AAPL,2023-01-20,141.0,call,2022-12-27,1.1,1.08,1.12,809,1.31,1417,1.31,1.0,4e-05,1.0,0.0,-0.0163,0.0,24 +351,AAPL230120P00141000,AAPL,2023-01-20,141.0,put,2022-12-27,12.0,11.45,11.85,4,12.15,49,12.15,12.0,1.15055,-0.33062,0.00801,-0.3342,0.14244,24 +352,AAPL230120C00142000,AAPL,2023-01-20,142.0,call,2022-12-27,0.93,0.87,0.95,1273,1.25,1799,1.25,0.84,4e-05,1.0,0.0,-0.01641,0.0,24 +353,AAPL230120P00142000,AAPL,2023-01-20,142.0,put,2022-12-27,12.4,12.45,12.65,14,12.88,90,13.55,12.4,1.18206,-0.34047,0.00789,-0.34732,0.14408,24 +354,AAPL230120C00143000,AAPL,2023-01-20,143.0,call,2022-12-27,0.77,0.77,0.8,1567,1.04,1578,1.04,0.72,4e-05,1.0,0.0,-0.01653,0.0,24 +355,AAPL230120P00143000,AAPL,2023-01-20,143.0,put,2022-12-27,13.5,13.15,13.5,8,13.8,201,14.1,13.36,1.20373,-0.34954,0.00783,-0.35714,0.14551,24 +356,AAPL230120C00144000,AAPL,2023-01-20,144.0,call,2022-12-27,0.66,0.65,0.68,659,0.79,1297,0.82,0.61,4e-05,1.0,0.0,-0.01664,0.0,24 +357,AAPL230120P00144000,AAPL,2023-01-20,144.0,put,2022-12-27,14.68,14.2,14.45,104,15.4,43,15.4,14.68,1.23974,-0.35849,0.00767,-0.37119,0.14682,24 +358,AAPL230120C00145000,AAPL,2023-01-20,145.0,call,2022-12-27,0.56,0.54,0.57,12863,0.74,65610,0.75,0.52,4e-05,1.0,0.0,-0.01676,0.0,24 +359,AAPL230120P00145000,AAPL,2023-01-20,145.0,put,2022-12-27,15.15,15.1,15.35,6378,14.6,87144,16.32,14.55,1.26774,-0.36681,0.00756,-0.38253,0.14797,24 +360,AAPL230120C00146000,AAPL,2023-01-20,146.0,call,2022-12-27,0.46,0.45,0.48,738,0.56,2466,0.58,0.44,4e-05,1.0,0.0,-0.01687,0.0,24 +361,AAPL230120P00146000,AAPL,2023-01-20,146.0,put,2022-12-27,16.2,15.95,16.35,7,16.75,147,16.75,16.2,1.2965,-0.37472,0.00744,-0.39392,0.149,24 +362,AAPL230120C00147000,AAPL,2023-01-20,147.0,call,2022-12-27,0.4,0.39,0.41,592,0.56,1938,0.56,0.37,4e-05,1.0,0.0,-0.01699,0.0,24 +363,AAPL230120P00147000,AAPL,2023-01-20,147.0,put,2022-12-27,16.85,16.8,17.3,12,16.95,97,16.95,16.85,1.32267,-0.38225,0.00734,-0.40433,0.14991,24 +364,AAPL230120C00148000,AAPL,2023-01-20,148.0,call,2022-12-27,0.33,0.32,0.34,636,0.41,2734,0.42,0.31,4e-05,1.0,0.0,-0.0171,0.0,24 +365,AAPL230120P00148000,AAPL,2023-01-20,148.0,put,2022-12-27,18.0,17.75,18.25,6,18.7,59,18.7,18.0,1.35136,-0.38938,0.00722,-0.41534,0.15073,24 +366,AAPL230120C00149000,AAPL,2023-01-20,149.0,call,2022-12-27,0.28,0.27,0.29,477,0.39,2459,0.39,0.27,4e-05,1.0,0.0,-0.01722,0.0,24 +367,AAPL230120P00149000,AAPL,2023-01-20,149.0,put,2022-12-27,19.35,18.8,19.2,25,19.3,56,19.35,19.15,1.38248,-0.39608,0.00709,-0.42695,0.15144,24 +368,AAPL230120C00150000,AAPL,2023-01-20,150.0,call,2022-12-27,0.24,0.23,0.25,7737,0.35,99360,0.35,0.2,4e-05,1.0,0.0,-0.01734,0.0,24 +369,AAPL230120P00150000,AAPL,2023-01-20,150.0,put,2022-12-27,20.05,19.85,20.2,1541,18.69,85819,21.21,18.3,1.41445,-0.40237,0.00696,-0.43866,0.15207,24 +370,AAPL230120C00152500,AAPL,2023-01-20,152.5,call,2022-12-27,0.17,0.16,0.17,195,0.2,979,0.2,0.15,4e-05,1.0,0.0,-0.01762,0.0,24 +371,AAPL230120P00152500,AAPL,2023-01-20,152.5,put,2022-12-27,22.9,22.3,22.65,12,22.25,57,22.9,22.25,1.48396,-0.41699,0.00669,-0.4642,0.15339,24 +372,AAPL230120C00155000,AAPL,2023-01-20,155.0,call,2022-12-27,0.12,0.11,0.12,2760,0.18,70237,0.18,0.1,0.03483,0.1605,0.17811,-0.00979,0.09582,24 +373,AAPL230120P00155000,AAPL,2023-01-20,155.0,put,2022-12-27,24.65,24.85,25.2,114,25.59,26051,26.2,24.61,1.55605,-0.42968,0.00642,-0.48984,0.15435,24 +374,AAPL230120C00157500,AAPL,2023-01-20,157.5,call,2022-12-27,0.08,0.08,0.1,314,0.11,1027,0.11,0.08,0.06741,0.07605,0.054,-0.00924,0.05623,24 +375,AAPL230120P00157500,AAPL,2023-01-20,157.5,put,2022-12-27,0.0,27.2,27.8,0,0.0,1,0.0,0.0,1.61991,-0.44127,0.0062,-0.51238,0.15509,24 +376,AAPL230120C00160000,AAPL,2023-01-20,160.0,call,2022-12-27,0.07,0.07,0.08,4046,0.12,95089,0.12,0.06,0.09495,0.04871,0.02707,-0.00871,0.0397,24 +377,AAPL230120P00160000,AAPL,2023-01-20,160.0,put,2022-12-27,29.8,29.7,30.25,176,29.27,14184,31.05,29.27,1.68072,-0.45178,0.006,-0.5335,0.15565,24 +378,AAPL230120C00162500,AAPL,2023-01-20,162.5,call,2022-12-27,0.05,0.05,0.06,93,0.08,1217,0.08,0.05,0.11654,0.03115,0.01532,-0.00724,0.02758,24 +379,AAPL230120P00162500,AAPL,2023-01-20,162.5,put,2022-12-27,26.75,32.15,32.7,32,27.75,0,27.75,26.7,1.73733,-0.46148,0.00582,-0.5529,0.15606,24 +380,AAPL230120C00165000,AAPL,2023-01-20,165.0,call,2022-12-27,0.04,0.04,0.05,1712,0.08,62026,0.08,0.03,0.13783,0.02257,0.0099,-0.00645,0.02108,24 +381,AAPL230120P00165000,AAPL,2023-01-20,165.0,put,2022-12-27,34.55,34.7,35.2,196,35.25,4196,35.72,34.5,1.7963,-0.47001,0.00563,-0.57271,0.15635,24 +382,AAPL230120C00170000,AAPL,2023-01-20,170.0,call,2022-12-27,0.04,0.03,0.04,1068,0.05,70999,0.05,0.03,0.17864,0.01434,0.00519,-0.00558,0.01432,24 +383,AAPL230120P00170000,AAPL,2023-01-20,170.0,put,2022-12-27,40.02,39.75,40.2,73,40.0,3970,41.05,39.8,1.90639,-0.48514,0.00532,-0.60905,0.15668,24 +384,AAPL230120C00175000,AAPL,2023-01-20,175.0,call,2022-12-27,0.02,0.02,0.03,819,0.03,62596,0.03,0.01,0.21259,0.00908,0.00293,-0.00442,0.00963,24 +385,AAPL230120P00175000,AAPL,2023-01-20,175.0,put,2022-12-27,44.7,44.7,45.2,52,45.55,2248,45.55,44.7,2.00596,-0.49843,0.00506,-0.64119,0.15679,24 +386,AAPL230120C00180000,AAPL,2023-01-20,180.0,call,2022-12-27,0.02,0.01,0.02,1011,0.02,60765,0.02,0.01,0.238,0.00515,0.00159,-0.00298,0.00584,24 +387,AAPL230120P00180000,AAPL,2023-01-20,180.0,put,2022-12-27,48.65,49.75,50.2,1003,48.65,880,48.65,48.65,2.10247,-0.5097,0.00483,-0.67173,0.15675,24 +388,AAPL230120C00185000,AAPL,2023-01-20,185.0,call,2022-12-27,0.02,0.01,0.02,99,0.01,23683,0.02,0.01,0.27409,0.00454,0.00123,-0.00306,0.00522,24 +389,AAPL230120P00185000,AAPL,2023-01-20,185.0,put,2022-12-27,53.7,54.75,55.2,900,53.7,742,53.7,53.7,2.19196,-0.51977,0.00463,-0.69953,0.1566,24 +390,AAPL230120C00190000,AAPL,2023-01-20,190.0,call,2022-12-27,0.01,0.01,0.02,156,0.01,33440,0.02,0.01,0.30865,0.00408,0.00099,-0.00312,0.00474,24 +391,AAPL230120P00190000,AAPL,2023-01-20,190.0,put,2022-12-27,58.7,59.7,60.2,1250,58.7,1168,58.7,58.7,2.27505,-0.52893,0.00445,-0.72486,0.15638,24 +392,AAPL230120C00195000,AAPL,2023-01-20,195.0,call,2022-12-27,0.01,0.0,0.01,109,0.01,17352,0.02,0.01,0.30872,0.00148,0.0004,-0.00124,0.00189,24 +393,AAPL230120P00195000,AAPL,2023-01-20,195.0,put,2022-12-27,63.7,64.75,65.2,250,63.7,242,63.7,63.7,2.35714,-0.53678,0.00429,-0.74963,0.15613,24 +394,AAPL230120C00200000,AAPL,2023-01-20,200.0,call,2022-12-27,0.01,0.0,0.01,428,0.01,62937,0.01,0.01,0.33825,0.00136,0.00034,-0.00126,0.00175,24 +395,AAPL230120P00200000,AAPL,2023-01-20,200.0,put,2022-12-27,68.65,69.75,70.2,250,68.65,204,68.65,68.65,2.43382,-0.54405,0.00415,-0.77239,0.15584,24 +396,AAPL230120C00205000,AAPL,2023-01-20,205.0,call,2022-12-27,0.01,0.0,0.01,4,0.01,6551,0.01,0.01,0.36678,0.00126,0.00029,-0.00127,0.00164,24 +397,AAPL230120P00205000,AAPL,2023-01-20,205.0,put,2022-12-27,50.2,74.75,75.2,3,50.2,1,50.2,50.2,2.50713,-0.55064,0.00402,-0.79389,0.15553,24 +398,AAPL230120C00210000,AAPL,2023-01-20,210.0,call,2022-12-27,0.01,0.0,0.01,68,0.01,17361,0.01,0.01,0.3944,0.00118,0.00025,-0.00129,0.00154,24 +399,AAPL230120P00210000,AAPL,2023-01-20,210.0,put,2022-12-27,78.7,79.75,80.2,100,78.7,80,78.7,78.7,2.57725,-0.55668,0.0039,-0.8142,0.15521,24 +400,AAPL230120C00215000,AAPL,2023-01-20,215.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,5940,0.01,0.01,0.42118,0.00111,0.00022,-0.0013,0.00146,24 +401,AAPL230120P00215000,AAPL,2023-01-20,215.0,put,2022-12-27,74.56,84.75,85.2,25,74.56,0,74.56,74.56,2.64454,-0.56222,0.00379,-0.83349,0.15488,24 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+408,AAPL230120C00235000,AAPL,2023-01-20,235.0,call,2022-12-27,0.01,0.0,0.01,9,0.01,805,0.01,0.01,0.5209,0.00092,0.00015,-0.00134,0.00122,24 +409,AAPL230120P00235000,AAPL,2023-01-20,235.0,put,2022-12-27,62.89,104.75,105.2,10,62.89,0,62.89,62.89,2.88937,-0.58053,0.00344,-0.90205,0.15359,24 +410,AAPL230120C00240000,AAPL,2023-01-20,240.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,5013,0.01,0.01,0.54424,0.00088,0.00014,-0.00135,0.00118,24 +411,AAPL230120P00240000,AAPL,2023-01-20,240.0,put,2022-12-27,91.44,109.7,110.2,20,91.44,0,91.44,91.44,2.94376,-0.58456,0.00337,-0.91678,0.15326,24 +412,AAPL230120C00245000,AAPL,2023-01-20,245.0,call,2022-12-27,0.01,0.0,0.01,240,0.01,2572,0.01,0.01,0.56698,0.00085,0.00013,-0.00136,0.00114,24 +413,AAPL230120P00245000,AAPL,2023-01-20,245.0,put,2022-12-27,109.2,114.7,115.2,1,109.2,0,109.2,109.2,2.99793,-0.58814,0.0033,-0.93152,0.15295,24 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+420,AAPL230120C00265000,AAPL,2023-01-20,265.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.6525,0.00075,0.0001,-0.00139,0.00102,24 +421,AAPL230120P00265000,AAPL,2023-01-20,265.0,put,2022-12-27,0.0,134.75,135.2,0,0.0,0,0.0,0.0,3.20042,-0.60026,0.00307,-0.98593,0.15182,24 +422,AAPL230120C00270000,AAPL,2023-01-20,270.0,call,2022-12-27,0.01,0.0,0.01,8,0.01,2663,0.01,0.01,0.67272,0.00073,0.0001,-0.0014,0.00099,24 +423,AAPL230120P00270000,AAPL,2023-01-20,270.0,put,2022-12-27,124.3,139.75,140.2,9,125.0,0,125.0,124.3,3.24711,-0.60293,0.00302,-0.99825,0.15155,24 +424,AAPL230120C00275000,AAPL,2023-01-20,275.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.69248,0.00071,9e-05,-0.00141,0.00097,24 +425,AAPL230120P00275000,AAPL,2023-01-20,275.0,put,2022-12-27,0.0,144.75,145.2,0,0.0,0,0.0,0.0,3.2925,-0.60546,0.00297,-1.01015,0.15128,24 +426,AAPL230120C00280000,AAPL,2023-01-20,280.0,call,2022-12-27,0.02,0.0,0.01,40,0.02,3345,0.02,0.02,0.71186,0.00069,9e-05,-0.00141,0.00095,24 +427,AAPL230120P00280000,AAPL,2023-01-20,280.0,put,2022-12-27,138.39,149.75,150.2,2,138.4,0,138.4,138.39,3.33675,-0.60786,0.00293,-1.0217,0.15103,24 +428,AAPL230120C00285000,AAPL,2023-01-20,285.0,call,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,0.73078,0.00068,8e-05,-0.00142,0.00092,24 +429,AAPL230120P00285000,AAPL,2023-01-20,285.0,put,2022-12-27,154.05,154.7,155.2,10,154.05,0,154.05,154.05,3.37818,-0.61036,0.00289,-1.0322,0.15075,24 +430,AAPL230120C00290000,AAPL,2023-01-20,290.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,2392,0.01,0.01,0.74932,0.00066,8e-05,-0.00143,0.00091,24 +431,AAPL230120P00290000,AAPL,2023-01-20,290.0,put,2022-12-27,158.25,159.7,160.2,4,158.25,0,158.25,158.25,3.42022,-0.61253,0.00285,-1.04306,0.15051,24 +432,AAPL230120C00300000,AAPL,2023-01-20,300.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,24416,0.01,0.01,0.78541,0.00064,7e-05,-0.00144,0.00087,24 +433,AAPL230120P00300000,AAPL,2023-01-20,300.0,put,2022-12-27,168.15,169.7,170.2,1,168.15,0,168.15,168.15,3.50117,-0.6166,0.00277,-1.06382,0.15005,24 +434,AAPL230127C00050000,AAPL,2023-01-27,50.0,call,2022-12-27,0.0,79.8,80.95,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00577,0.0,31 +435,AAPL230127P00050000,AAPL,2023-01-27,50.0,put,2022-12-27,0.02,0.0,0.01,2,0.03,2,0.03,0.02,1.19381,-0.00033,2e-05,-0.00105,0.00055,31 +436,AAPL230127C00055000,AAPL,2023-01-27,55.0,call,2022-12-27,0.0,74.85,76.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00635,0.0,31 +437,AAPL230127P00055000,AAPL,2023-01-27,55.0,put,2022-12-27,0.0,0.0,0.01,0,0.0,0,0.0,0.0,1.09577,-0.00036,3e-05,-0.00104,0.00059,31 +438,AAPL230127C00060000,AAPL,2023-01-27,60.0,call,2022-12-27,0.0,69.85,71.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00693,0.0,31 +439,AAPL230127P00060000,AAPL,2023-01-27,60.0,put,2022-12-27,0.05,0.0,0.04,2,0.05,3,0.05,0.05,1.13239,-0.00128,8e-05,-0.00342,0.00189,31 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+447,AAPL230127P00080000,AAPL,2023-01-27,80.0,put,2022-12-27,0.08,0.01,0.08,24,0.07,10,0.08,0.07,0.87231,-0.0035,0.00027,-0.00654,0.0047,31 +448,AAPL230127C00085000,AAPL,2023-01-27,85.0,call,2022-12-27,0.0,45.05,46.15,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00982,0.0,31 +449,AAPL230127P00085000,AAPL,2023-01-27,85.0,put,2022-12-27,0.06,0.03,0.12,56,0.1,23,0.13,0.06,0.84576,-0.00575,0.00043,-0.00986,0.00731,31 +450,AAPL230127C00090000,AAPL,2023-01-27,90.0,call,2022-12-27,42.0,40.1,41.1,1,42.0,6,42.0,42.0,4e-05,1.0,0.0,-0.01039,0.0,31 +451,AAPL230127P00090000,AAPL,2023-01-27,90.0,put,2022-12-27,0.12,0.08,0.13,56,0.14,105,0.16,0.1,0.80448,-0.00818,0.00062,-0.0128,0.00998,31 +452,AAPL230127C00095000,AAPL,2023-01-27,95.0,call,2022-12-27,42.5,35.15,36.3,4,42.65,2,42.65,42.5,4e-05,1.0,0.0,-0.01097,0.0,31 +453,AAPL230127P00095000,AAPL,2023-01-27,95.0,put,2022-12-27,0.14,0.14,0.22,29,0.2,55,0.23,0.14,0.788,-0.01353,0.00098,-0.01941,0.01547,31 +454,AAPL230127C00100000,AAPL,2023-01-27,100.0,call,2022-12-27,30.61,30.3,31.45,9,30.61,32,30.61,30.61,4e-05,1.0,0.0,-0.01155,0.0,31 +455,AAPL230127P00100000,AAPL,2023-01-27,100.0,put,2022-12-27,0.25,0.25,0.28,799,0.3,529,0.39,0.25,0.75764,-0.01979,0.00142,-0.02582,0.02144,31 +456,AAPL230127C00105000,AAPL,2023-01-27,105.0,call,2022-12-27,0.0,25.5,26.6,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01212,0.0,31 +457,AAPL230127P00105000,AAPL,2023-01-27,105.0,put,2022-12-27,0.45,0.42,0.44,523,0.46,394,0.56,0.41,0.74306,-0.03083,0.0021,-0.03666,0.03109,31 +458,AAPL230127C00110000,AAPL,2023-01-27,110.0,call,2022-12-27,21.23,21.0,21.8,4,21.4,6,21.55,21.23,4e-05,1.0,0.0,-0.0127,0.0,31 +459,AAPL230127P00110000,AAPL,2023-01-27,110.0,put,2022-12-27,0.7,0.7,0.84,930,0.65,1012,0.92,0.65,0.75024,-0.05048,0.0031,-0.05519,0.04642,31 +460,AAPL230127C00115000,AAPL,2023-01-27,115.0,call,2022-12-27,17.05,16.4,17.35,8,16.85,5,17.05,16.6,4e-05,1.0,0.0,-0.01328,0.0,31 +461,AAPL230127P00115000,AAPL,2023-01-27,115.0,put,2022-12-27,1.19,1.16,1.31,775,1.15,1302,1.54,1.15,0.74978,-0.07527,0.00424,-0.07519,0.0634,31 +462,AAPL230127C00120000,AAPL,2023-01-27,120.0,call,2022-12-27,12.67,12.35,13.15,22,13.3,19,13.3,11.98,4e-05,1.0,0.0,-0.01386,0.0,31 +463,AAPL230127P00120000,AAPL,2023-01-27,120.0,put,2022-12-27,2.14,2.02,2.15,2449,2.12,2807,2.6,1.95,0.77297,-0.11271,0.00554,-0.10431,0.08547,31 +464,AAPL230127C00124000,AAPL,2023-01-27,124.0,call,2022-12-27,9.7,9.55,10.1,5,9.7,1,9.7,9.7,4e-05,1.0,0.0,-0.01432,0.0,31 +465,AAPL230127P00124000,AAPL,2023-01-27,124.0,put,2022-12-27,3.12,3.05,3.3,1142,3.0,559,3.62,2.97,0.80898,-0.15163,0.0065,-0.13381,0.1049,31 +466,AAPL230127C00125000,AAPL,2023-01-27,125.0,call,2022-12-27,9.19,8.75,9.3,68,9.15,59,9.19,8.75,4e-05,1.0,0.0,-0.01443,0.0,31 +467,AAPL230127P00125000,AAPL,2023-01-27,125.0,put,2022-12-27,3.46,3.35,3.5,905,3.45,2398,4.1,3.25,0.81188,-0.16043,0.00672,-0.13932,0.10887,31 +468,AAPL230127C00126000,AAPL,2023-01-27,126.0,call,2022-12-27,8.68,8.15,8.65,10,9.75,0,9.75,8.11,4e-05,1.0,0.0,-0.01455,0.0,31 +469,AAPL230127P00126000,AAPL,2023-01-27,126.0,put,2022-12-27,3.8,3.65,3.85,40,3.8,39,4.4,3.7,0.82043,-0.17068,0.00692,-0.14649,0.11332,31 +470,AAPL230127C00127000,AAPL,2023-01-27,127.0,call,2022-12-27,7.85,7.5,8.05,11,8.15,15,8.15,7.41,4e-05,1.0,0.0,-0.01467,0.0,31 +471,AAPL230127P00127000,AAPL,2023-01-27,127.0,put,2022-12-27,4.0,4.05,4.4,58,4.0,721,4.75,4.0,0.84019,-0.18339,0.00707,-0.15695,0.11858,31 +472,AAPL230127C00128000,AAPL,2023-01-27,128.0,call,2022-12-27,7.4,6.85,7.3,89,6.9,37,7.4,6.65,4e-05,1.0,0.0,-0.01478,0.0,31 +473,AAPL230127P00128000,AAPL,2023-01-27,128.0,put,2022-12-27,4.5,4.4,4.7,120,4.05,218,5.2,4.05,0.84553,-0.19309,0.00726,-0.16299,0.12242,31 +474,AAPL230127C00129000,AAPL,2023-01-27,129.0,call,2022-12-27,6.76,6.35,6.75,73,7.3,50,7.3,6.0,4e-05,1.0,0.0,-0.0149,0.0,31 +475,AAPL230127P00129000,AAPL,2023-01-27,129.0,put,2022-12-27,4.94,4.85,5.0,243,5.2,193,5.6,4.75,0.85369,-0.20345,0.00742,-0.16978,0.12634,31 +476,AAPL230127C00130000,AAPL,2023-01-27,130.0,call,2022-12-27,5.95,5.85,6.1,420,6.61,323,6.75,5.4,4e-05,1.0,0.0,-0.01501,0.0,31 +477,AAPL230127P00130000,AAPL,2023-01-27,130.0,put,2022-12-27,5.4,5.3,5.4,1071,5.1,2301,6.1,5.1,0.86452,-0.21434,0.00755,-0.17724,0.13028,31 +478,AAPL230127C00131000,AAPL,2023-01-27,131.0,call,2022-12-27,5.45,5.1,5.6,104,6.05,485,6.05,5.1,4e-05,1.0,0.0,-0.01513,0.0,31 +479,AAPL230127P00131000,AAPL,2023-01-27,131.0,put,2022-12-27,5.67,5.7,6.55,51,5.75,561,6.7,5.65,0.89993,-0.22928,0.00754,-0.19174,0.1354,31 +480,AAPL230127C00132000,AAPL,2023-01-27,132.0,call,2022-12-27,4.93,4.75,5.1,144,5.44,528,5.9,4.49,4e-05,1.0,0.0,-0.01524,0.0,31 +481,AAPL230127P00132000,AAPL,2023-01-27,132.0,put,2022-12-27,6.17,6.2,7.05,505,6.19,295,6.85,6.17,0.91297,-0.24015,0.00763,-0.19952,0.13891,31 +482,AAPL230127C00133000,AAPL,2023-01-27,133.0,call,2022-12-27,4.7,4.1,4.6,191,4.76,509,4.76,4.0,4e-05,1.0,0.0,-0.01536,0.0,31 +483,AAPL230127P00133000,AAPL,2023-01-27,133.0,put,2022-12-27,6.65,6.7,7.6,17,6.89,405,7.5,6.6,0.9264,-0.25095,0.00769,-0.20723,0.14223,31 +484,AAPL230127C00134000,AAPL,2023-01-27,134.0,call,2022-12-27,4.15,3.9,4.15,56,4.56,224,4.56,3.6,4e-05,1.0,0.0,-0.01547,0.0,31 +485,AAPL230127P00134000,AAPL,2023-01-27,134.0,put,2022-12-27,7.3,7.2,7.65,109,6.9,311,8.0,6.9,0.92136,-0.2592,0.00787,-0.20951,0.14466,31 +486,AAPL230127C00135000,AAPL,2023-01-27,135.0,call,2022-12-27,3.55,3.55,3.7,841,4.08,2360,4.08,3.2,4e-05,1.0,0.0,-0.01559,0.0,31 +487,AAPL230127P00135000,AAPL,2023-01-27,135.0,put,2022-12-27,7.75,7.85,8.2,205,7.32,1340,8.65,7.32,0.93784,-0.27026,0.0079,-0.21779,0.14776,31 +488,AAPL230127C00136000,AAPL,2023-01-27,136.0,call,2022-12-27,3.3,3.05,3.35,195,3.84,256,3.84,2.76,4e-05,1.0,0.0,-0.0157,0.0,31 +489,AAPL230127P00136000,AAPL,2023-01-27,136.0,put,2022-12-27,8.65,8.3,8.8,1,8.65,170,8.65,8.65,0.94807,-0.28039,0.00795,-0.22411,0.15046,31 +490,AAPL230127C00137000,AAPL,2023-01-27,137.0,call,2022-12-27,2.96,2.73,2.96,126,3.0,297,3.05,2.52,4e-05,1.0,0.0,-0.01582,0.0,31 +491,AAPL230127P00137000,AAPL,2023-01-27,137.0,put,2022-12-27,9.15,9.05,9.55,6,9.65,100,9.65,9.05,0.97202,-0.29172,0.00791,-0.23412,0.15332,31 +492,AAPL230127C00138000,AAPL,2023-01-27,138.0,call,2022-12-27,2.62,2.4,2.63,201,2.74,1515,2.79,2.16,4e-05,1.0,0.0,-0.01594,0.0,31 +493,AAPL230127P00138000,AAPL,2023-01-27,138.0,put,2022-12-27,9.98,9.6,10.35,7,10.65,867,10.65,9.81,0.9898,-0.30207,0.00789,-0.24219,0.15579,31 +494,AAPL230127C00139000,AAPL,2023-01-27,139.0,call,2022-12-27,2.32,2.15,2.32,137,2.37,770,2.37,1.9,4e-05,1.0,0.0,-0.01605,0.0,31 +495,AAPL230127P00139000,AAPL,2023-01-27,139.0,put,2022-12-27,11.48,10.5,11.0,1,11.48,597,11.48,11.48,1.01276,-0.31248,0.00783,-0.25151,0.15813,31 +496,AAPL230127C00140000,AAPL,2023-01-27,140.0,call,2022-12-27,1.95,1.93,1.98,641,2.33,2551,2.49,1.64,4e-05,1.0,0.0,-0.01617,0.0,31 +497,AAPL230127P00140000,AAPL,2023-01-27,140.0,put,2022-12-27,11.18,10.6,11.75,177,10.6,2344,12.15,10.6,1.01269,-0.32112,0.00792,-0.25429,0.15997,31 +498,AAPL230127C00141000,AAPL,2023-01-27,141.0,call,2022-12-27,1.8,1.59,1.8,38,1.95,237,1.95,1.51,4e-05,1.0,0.0,-0.01628,0.0,31 +499,AAPL230127P00141000,AAPL,2023-01-27,141.0,put,2022-12-27,8.0,11.55,12.4,4,10.09,197,10.09,8.0,1.03519,-0.33092,0.00784,-0.26313,0.16194,31 +500,AAPL230127C00142000,AAPL,2023-01-27,142.0,call,2022-12-27,1.58,1.38,1.57,140,1.89,405,1.89,1.3,4e-05,1.0,0.0,-0.0164,0.0,31 +501,AAPL230127P00142000,AAPL,2023-01-27,142.0,put,2022-12-27,13.0,12.4,13.4,12,13.62,218,13.73,12.97,1.06426,-0.34054,0.00771,-0.27357,0.16377,31 +502,AAPL230127C00143000,AAPL,2023-01-27,143.0,call,2022-12-27,1.34,1.19,1.35,384,1.15,562,1.34,1.15,4e-05,1.0,0.0,-0.01651,0.0,31 +503,AAPL230127P00143000,AAPL,2023-01-27,143.0,put,2022-12-27,13.55,13.2,14.0,2,13.55,337,13.55,13.55,1.07861,-0.34925,0.00768,-0.27983,0.16532,31 +504,AAPL230127C00144000,AAPL,2023-01-27,144.0,call,2022-12-27,1.09,1.03,1.19,71,1.24,998,1.24,1.0,4e-05,1.0,0.0,-0.01663,0.0,31 +505,AAPL230127P00144000,AAPL,2023-01-27,144.0,put,2022-12-27,14.5,13.95,15.05,11,14.72,115,14.72,14.5,1.10424,-0.3579,0.00757,-0.28899,0.16677,31 +506,AAPL230127C00145000,AAPL,2023-01-27,145.0,call,2022-12-27,1.0,0.87,1.02,343,1.21,1809,1.3,0.85,4e-05,1.0,0.0,-0.01674,0.0,31 +507,AAPL230127P00145000,AAPL,2023-01-27,145.0,put,2022-12-27,16.15,14.9,15.85,19,16.4,343,16.45,15.5,1.12743,-0.36609,0.00747,-0.29733,0.16806,31 +508,AAPL230127C00146000,AAPL,2023-01-27,146.0,call,2022-12-27,0.87,0.8,0.9,43,0.9,738,0.9,0.76,4e-05,1.0,0.0,-0.01686,0.0,31 +509,AAPL230127P00146000,AAPL,2023-01-27,146.0,put,2022-12-27,16.4,15.6,16.85,3,16.5,48,16.5,16.4,1.14826,-0.37392,0.00739,-0.30489,0.16922,31 +510,AAPL230127C00147000,AAPL,2023-01-27,147.0,call,2022-12-27,0.73,0.68,0.78,72,0.74,398,0.89,0.64,4e-05,1.0,0.0,-0.01697,0.0,31 +511,AAPL230127P00147000,AAPL,2023-01-27,147.0,put,2022-12-27,16.75,16.65,18.0,3,16.75,519,16.75,16.75,1.18313,-0.38124,0.00721,-0.31609,0.17024,31 +512,AAPL230127C00148000,AAPL,2023-01-27,148.0,call,2022-12-27,0.59,0.57,0.65,43,0.72,946,0.72,0.56,4e-05,1.0,0.0,-0.01709,0.0,31 +513,AAPL230127P00148000,AAPL,2023-01-27,148.0,put,2022-12-27,18.27,17.5,18.65,1,18.27,117,18.27,18.27,1.19663,-0.38848,0.00717,-0.32141,0.17119,31 +514,AAPL230127C00149000,AAPL,2023-01-27,149.0,call,2022-12-27,0.55,0.46,0.59,77,0.7,173,0.7,0.44,4e-05,1.0,0.0,-0.01721,0.0,31 +515,AAPL230127P00149000,AAPL,2023-01-27,149.0,put,2022-12-27,19.5,18.45,19.6,4,19.0,31,19.5,19.0,1.22112,-0.39521,0.00706,-0.32957,0.17201,31 +516,AAPL230127C00150000,AAPL,2023-01-27,150.0,call,2022-12-27,0.46,0.42,0.5,1516,0.6,4116,0.6,0.4,4e-05,1.0,0.0,-0.01732,0.0,31 +517,AAPL230127P00150000,AAPL,2023-01-27,150.0,put,2022-12-27,18.85,19.45,20.35,8,18.85,208,18.85,18.85,1.24065,-0.40179,0.00698,-0.33628,0.17277,31 +518,AAPL230127C00152500,AAPL,2023-01-27,152.5,call,2022-12-27,0.32,0.27,0.35,238,0.37,1064,0.37,0.29,4e-05,1.0,0.0,-0.01761,0.0,31 +519,AAPL230127P00152500,AAPL,2023-01-27,152.5,put,2022-12-27,17.81,21.8,22.95,7,17.81,275,17.81,17.81,1.30352,-0.41641,0.0067,-0.35641,0.17427,31 +520,AAPL230127C00155000,AAPL,2023-01-27,155.0,call,2022-12-27,0.21,0.2,0.26,141,0.33,896,0.33,0.17,0.03826,0.23204,0.17855,-0.0125,0.1363,31 +521,AAPL230127P00155000,AAPL,2023-01-27,155.0,put,2022-12-27,24.76,24.2,25.85,2,24.76,103,24.76,24.76,1.37287,-0.42878,0.0064,-0.37777,0.17535,31 +522,AAPL230127C00157500,AAPL,2023-01-27,157.5,call,2022-12-27,0.16,0.15,0.21,17,0.15,621,0.21,0.14,0.06977,0.11874,0.06371,-0.01207,0.08869,31 +523,AAPL230127P00157500,AAPL,2023-01-27,157.5,put,2022-12-27,10.97,26.85,28.0,1,10.97,1,10.97,10.97,1.4249,-0.44066,0.0062,-0.394,0.17622,31 +524,AAPL230127C00160000,AAPL,2023-01-27,160.0,call,2022-12-27,0.12,0.09,0.12,275,0.14,642,0.17,0.07,0.08846,0.06206,0.03095,-0.00889,0.05463,31 +525,AAPL230127P00160000,AAPL,2023-01-27,160.0,put,2022-12-27,25.05,29.3,30.5,11,25.74,1,25.74,25.05,1.47861,-0.45118,0.006,-0.41032,0.17686,31 +526,AAPL230127C00162500,AAPL,2023-01-27,162.5,call,2022-12-27,0.09,0.07,0.11,46,0.14,932,0.17,0.08,0.11105,0.04474,0.01902,-0.00833,0.04214,31 +527,AAPL230127P00162500,AAPL,2023-01-27,162.5,put,2022-12-27,18.25,31.9,32.95,2,18.25,0,18.25,18.25,1.53278,-0.46051,0.0058,-0.42645,0.17732,31 +528,AAPL230127C00165000,AAPL,2023-01-27,165.0,call,2022-12-27,0.08,0.03,0.1,7,0.07,836,0.08,0.07,0.12768,0.02987,0.01189,-0.00676,0.03028,31 +529,AAPL230127P00165000,AAPL,2023-01-27,165.0,put,2022-12-27,34.1,34.25,35.45,10,34.1,0,34.1,34.1,1.57925,-0.46955,0.00564,-0.4402,0.17768,31 +530,AAPL230127C00167500,AAPL,2023-01-27,167.5,call,2022-12-27,0.1,0.02,0.07,35,0.1,136,0.1,0.1,0.14149,0.01971,0.00757,-0.00522,0.02136,31 +531,AAPL230127P00167500,AAPL,2023-01-27,167.5,put,2022-12-27,0.0,36.75,37.95,0,0.0,0,0.0,0.0,1.628,-0.47751,0.00548,-0.45436,0.17791,31 +532,AAPL230127C00170000,AAPL,2023-01-27,170.0,call,2022-12-27,0.04,0.04,0.05,48,0.04,318,0.05,0.04,0.16193,0.01751,0.00598,-0.00535,0.01931,31 +533,AAPL230127P00170000,AAPL,2023-01-27,170.0,put,2022-12-27,25.01,39.4,40.45,2,24.0,0,25.01,24.0,1.67919,-0.4844,0.00531,-0.46903,0.17806,31 +534,AAPL230127C00175000,AAPL,2023-01-27,175.0,call,2022-12-27,0.03,0.01,0.05,11,0.03,109,0.03,0.03,0.19047,0.01053,0.00328,-0.00401,0.01246,31 +535,AAPL230127P00175000,AAPL,2023-01-27,175.0,put,2022-12-27,0.0,44.4,45.45,0,0.0,0,0.0,0.0,1.76853,-0.4975,0.00505,-0.49426,0.17819,31 +536,AAPL230127C00180000,AAPL,2023-01-27,180.0,call,2022-12-27,0.08,0.01,0.06,2,0.08,2,0.08,0.08,0.23022,0.01023,0.00264,-0.00469,0.01214,31 +537,AAPL230127P00180000,AAPL,2023-01-27,180.0,put,2022-12-27,0.0,49.3,50.45,0,0.0,0,0.0,0.0,1.84956,-0.50924,0.00483,-0.51663,0.17815,31 +538,AAPL230127C00185000,AAPL,2023-01-27,185.0,call,2022-12-27,0.0,0.0,0.07,0,0.0,0,0.0,0.0,0.26447,0.00905,0.00207,-0.00481,0.01091,31 +539,AAPL230127P00185000,AAPL,2023-01-27,185.0,put,2022-12-27,0.0,54.3,55.45,0,0.0,0,0.0,0.0,1.9286,-0.5193,0.00463,-0.53808,0.17799,31 +540,AAPL230127C00190000,AAPL,2023-01-27,190.0,call,2022-12-27,0.0,0.0,0.05,0,0.0,0,0.0,0.0,0.28599,0.00621,0.00137,-0.00372,0.00783,31 +541,AAPL230127P00190000,AAPL,2023-01-27,190.0,put,2022-12-27,0.0,59.3,60.45,0,0.0,0,0.0,0.0,2.00336,-0.52826,0.00445,-0.55804,0.17775,31 +542,AAPL230127C00195000,AAPL,2023-01-27,195.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.3091,0.00473,0.001,-0.00315,0.00615,31 +543,AAPL230127P00195000,AAPL,2023-01-27,195.0,put,2022-12-27,0.0,64.4,65.4,0,0.0,0,0.0,0.0,2.07592,-0.53608,0.00428,-0.57717,0.17747,31 +544,AAPL230127C00200000,AAPL,2023-01-27,200.0,call,2022-12-27,0.02,0.0,0.03,105,0.02,105,0.02,0.02,0.32825,0.00344,0.00071,-0.00251,0.00462,31 +545,AAPL230127P00200000,AAPL,2023-01-27,200.0,put,2022-12-27,0.0,69.3,70.45,0,0.0,0,0.0,0.0,2.14222,-0.54352,0.00414,-0.59429,0.17714,31 +546,AAPL230127C00205000,AAPL,2023-01-27,205.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.35549,0.0032,0.00061,-0.00254,0.00433,31 +547,AAPL230127P00205000,AAPL,2023-01-27,205.0,put,2022-12-27,0.0,74.3,75.45,0,0.0,0,0.0,0.0,2.20699,-0.55009,0.00401,-0.61087,0.17679,31 +548,AAPL230127C00210000,AAPL,2023-01-27,210.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.38189,0.00301,0.00054,-0.00257,0.0041,31 +549,AAPL230127P00210000,AAPL,2023-01-27,210.0,put,2022-12-27,0.0,79.4,80.4,0,0.0,0,0.0,0.0,2.27039,-0.5559,0.0039,-0.627,0.17645,31 +550,AAPL230127C00215000,AAPL,2023-01-27,215.0,call,2022-12-27,0.0,0.0,0.02,0,0.0,0,0.0,0.0,0.39242,0.00201,0.00036,-0.00184,0.00285,31 +551,AAPL230127P00215000,AAPL,2023-01-27,215.0,put,2022-12-27,0.0,84.4,85.4,0,0.0,0,0.0,0.0,2.32983,-0.56141,0.00379,-0.64187,0.17608,31 +552,AAPL230127C00220000,AAPL,2023-01-27,220.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.43209,0.00269,0.00043,-0.00263,0.0037,31 +553,AAPL230127P00220000,AAPL,2023-01-27,220.0,put,2022-12-27,0.0,89.4,90.4,0,0.0,0,0.0,0.0,2.38697,-0.56649,0.00369,-0.65603,0.17572,31 +554,AAPL230127C00225000,AAPL,2023-01-27,225.0,call,2022-12-27,0.0,0.0,0.02,0,0.0,0,0.0,0.0,0.4398,0.00182,0.0003,-0.00188,0.0026,31 +555,AAPL230127P00225000,AAPL,2023-01-27,225.0,put,2022-12-27,0.0,94.4,95.4,0,0.0,0,0.0,0.0,2.44205,-0.57117,0.0036,-0.66955,0.17535,31 +556,AAPL230127C00230000,AAPL,2023-01-27,230.0,call,2022-12-27,0.0,0.0,0.02,0,0.0,0,0.0,0.0,0.46246,0.00174,0.00027,-0.00189,0.00249,31 +557,AAPL230127P00230000,AAPL,2023-01-27,230.0,put,2022-12-27,0.0,99.3,100.45,0,0.0,0,0.0,0.0,2.49371,-0.57574,0.00352,-0.68198,0.17498,31 +558,AAPL230127C00235000,AAPL,2023-01-27,235.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.5022,0.00235,0.00033,-0.0027,0.00328,31 +559,AAPL230127P00235000,AAPL,2023-01-27,235.0,put,2022-12-27,0.0,104.4,105.4,0,0.0,0,0.0,0.0,2.54635,-0.57959,0.00344,-0.6948,0.17464,31 +560,AAPL230127C00240000,AAPL,2023-01-27,240.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.52433,0.00227,0.0003,-0.00272,0.00317,31 +561,AAPL230127P00240000,AAPL,2023-01-27,240.0,put,2022-12-27,0.0,109.3,110.45,0,0.0,0,0.0,0.0,2.59441,-0.58359,0.00337,-0.70615,0.17427,31 +562,AAPL230127C00245000,AAPL,2023-01-27,245.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.54585,0.00218,0.00028,-0.00274,0.00307,31 +563,AAPL230127P00245000,AAPL,2023-01-27,245.0,put,2022-12-27,0.0,114.3,115.45,0,0.0,0,0.0,0.0,2.6424,-0.58713,0.0033,-0.71754,0.17393,31 +564,AAPL230127C00250000,AAPL,2023-01-27,250.0,call,2022-12-27,0.0,0.0,0.03,0,0.0,0,0.0,0.0,0.5669,0.00211,0.00026,-0.00276,0.00298,31 +565,AAPL230127P00250000,AAPL,2023-01-27,250.0,put,2022-12-27,0.0,119.3,120.45,0,0.0,0,0.0,0.0,2.68887,-0.59046,0.00324,-0.72849,0.1736,31 +566,AAPL230203C00050000,AAPL,2023-02-03,50.0,call,2022-12-27,0.0,79.45,81.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00577,0.0,38 +567,AAPL230203P00050000,AAPL,2023-02-03,50.0,put,2022-12-27,0.01,0.0,0.01,1,0.01,1,0.01,0.01,1.07891,-0.00033,2e-05,-0.00085,0.0006,38 +568,AAPL230203C00055000,AAPL,2023-02-03,55.0,call,2022-12-27,0.0,74.55,75.85,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00635,0.0,38 +569,AAPL230203P00055000,AAPL,2023-02-03,55.0,put,2022-12-27,0.0,0.01,0.04,0,0.0,0,0.0,0.0,1.13743,-0.00141,8e-05,-0.00339,0.00229,38 +570,AAPL230203C00060000,AAPL,2023-02-03,60.0,call,2022-12-27,0.0,70.0,70.95,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00692,0.0,38 +571,AAPL230203P00060000,AAPL,2023-02-03,60.0,put,2022-12-27,0.0,0.0,0.06,0,0.0,0,0.0,0.0,1.06441,-0.00179,0.00011,-0.00393,0.00283,38 +572,AAPL230203C00065000,AAPL,2023-02-03,65.0,call,2022-12-27,0.0,64.55,66.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.0075,0.0,38 +573,AAPL230203P00065000,AAPL,2023-02-03,65.0,put,2022-12-27,0.0,0.0,0.09,0,0.0,0,0.0,0.0,1.02039,-0.00271,0.00017,-0.00549,0.00413,38 +574,AAPL230203C00070000,AAPL,2023-02-03,70.0,call,2022-12-27,0.0,59.6,61.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00808,0.0,38 +575,AAPL230203P00070000,AAPL,2023-02-03,70.0,put,2022-12-27,0.0,0.0,0.13,0,0.0,0,0.0,0.0,0.97691,-0.00396,0.00024,-0.00738,0.0058,38 +576,AAPL230203C00075000,AAPL,2023-02-03,75.0,call,2022-12-27,0.0,54.6,56.15,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00865,0.0,38 +577,AAPL230203P00075000,AAPL,2023-02-03,75.0,put,2022-12-27,0.05,0.01,0.1,1,0.05,0,0.05,0.05,0.88009,-0.00377,0.00026,-0.00636,0.00556,38 +578,AAPL230203C00080000,AAPL,2023-02-03,80.0,call,2022-12-27,51.44,49.7,51.15,1,51.44,1,51.44,51.44,4e-05,1.0,0.0,-0.00923,0.0,38 +579,AAPL230203P00080000,AAPL,2023-02-03,80.0,put,2022-12-27,0.06,0.03,0.11,58,0.15,1,0.15,0.06,0.82935,-0.00498,0.00035,-0.00768,0.00713,38 +580,AAPL230203C00085000,AAPL,2023-02-03,85.0,call,2022-12-27,0.0,45.1,46.3,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00981,0.0,38 +581,AAPL230203P00085000,AAPL,2023-02-03,85.0,put,2022-12-27,0.07,0.12,0.13,11,0.13,10,0.13,0.07,0.81608,-0.00855,0.00058,-0.01217,0.01149,38 +582,AAPL230203C00090000,AAPL,2023-02-03,90.0,call,2022-12-27,0.0,40.2,41.3,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01038,0.0,38 +583,AAPL230203P00090000,AAPL,2023-02-03,90.0,put,2022-12-27,0.2,0.12,0.22,14,0.18,3,0.3,0.18,0.77717,-0.01181,0.0008,-0.01535,0.01524,38 +584,AAPL230203C00095000,AAPL,2023-02-03,95.0,call,2022-12-27,0.0,35.1,36.65,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01096,0.0,38 +585,AAPL230203P00095000,AAPL,2023-02-03,95.0,put,2022-12-27,0.33,0.2,0.32,56,0.3,1,0.33,0.26,0.75405,-0.01775,0.00117,-0.02111,0.02163,38 +586,AAPL230203C00100000,AAPL,2023-02-03,100.0,call,2022-12-27,0.0,30.15,31.55,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01154,0.0,38 +587,AAPL230203P00100000,AAPL,2023-02-03,100.0,put,2022-12-27,0.43,0.42,0.45,1323,0.55,77,0.56,0.42,0.7465,-0.02816,0.00175,-0.03081,0.03192,38 +588,AAPL230203C00105000,AAPL,2023-02-03,105.0,call,2022-12-27,0.0,25.5,27.0,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01212,0.0,38 +589,AAPL230203P00105000,AAPL,2023-02-03,105.0,put,2022-12-27,0.64,0.57,0.72,461,0.8,49,0.8,0.63,0.72765,-0.04057,0.00242,-0.04048,0.04311,38 +590,AAPL230203C00110000,AAPL,2023-02-03,110.0,call,2022-12-27,0.0,21.2,22.35,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01269,0.0,38 +591,AAPL230203P00110000,AAPL,2023-02-03,110.0,put,2022-12-27,1.07,1.0,1.1,623,1.04,550,1.28,1.0,0.72903,-0.06136,0.00336,-0.0563,0.05995,38 +592,AAPL230203C00115000,AAPL,2023-02-03,115.0,call,2022-12-27,0.0,16.8,18.05,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.01327,0.0,38 +593,AAPL230203P00115000,AAPL,2023-02-03,115.0,put,2022-12-27,1.79,1.55,1.82,481,1.58,14,2.1,1.58,0.73818,-0.09002,0.00445,-0.07623,0.08032,38 +594,AAPL230203C00120000,AAPL,2023-02-03,120.0,call,2022-12-27,12.75,13.0,13.55,1,12.75,0,12.75,12.75,4e-05,1.0,0.0,-0.01385,0.0,38 +595,AAPL230203P00120000,AAPL,2023-02-03,120.0,put,2022-12-27,2.78,2.6,2.91,1215,2.65,59,3.25,2.09,0.76687,-0.12976,0.00557,-0.1028,0.10448,38 +596,AAPL230203C00124000,AAPL,2023-02-03,124.0,call,2022-12-27,11.26,10.3,10.65,2,11.26,1,11.26,11.26,4e-05,1.0,0.0,-0.01431,0.0,38 +597,AAPL230203P00124000,AAPL,2023-02-03,124.0,put,2022-12-27,3.78,3.75,4.0,63,3.95,33,4.42,3.78,0.79082,-0.1654,0.00636,-0.12456,0.12295,38 +598,AAPL230203C00125000,AAPL,2023-02-03,125.0,call,2022-12-27,9.65,9.65,10.05,14,9.6,7,9.65,9.6,4e-05,1.0,0.0,-0.01442,0.0,38 +599,AAPL230203P00125000,AAPL,2023-02-03,125.0,put,2022-12-27,4.2,4.15,4.35,95,3.89,262,4.77,3.89,0.80143,-0.17568,0.00652,-0.13115,0.12779,38 +600,AAPL230203C00126000,AAPL,2023-02-03,126.0,call,2022-12-27,9.35,9.0,9.35,89,9.0,0,9.35,8.3,4e-05,1.0,0.0,-0.01454,0.0,38 +601,AAPL230203P00126000,AAPL,2023-02-03,126.0,put,2022-12-27,4.51,4.35,4.75,18,5.1,3,5.11,4.46,0.80486,-0.18448,0.00669,-0.13576,0.13178,38 +602,AAPL230203C00127000,AAPL,2023-02-03,127.0,call,2022-12-27,8.75,8.25,8.85,9,8.1,2,8.75,8.05,4e-05,1.0,0.0,-0.01465,0.0,38 +603,AAPL230203P00127000,AAPL,2023-02-03,127.0,put,2022-12-27,4.87,4.7,5.15,310,5.35,169,5.6,4.75,0.81295,-0.19436,0.00684,-0.14154,0.13608,38 +604,AAPL230203C00128000,AAPL,2023-02-03,128.0,call,2022-12-27,7.58,7.2,8.15,2,7.58,4,7.58,7.58,4e-05,1.0,0.0,-0.01477,0.0,38 +605,AAPL230203P00128000,AAPL,2023-02-03,128.0,put,2022-12-27,5.36,5.1,5.65,16,5.55,16,6.0,5.2,0.82523,-0.20509,0.00696,-0.14835,0.14055,38 +606,AAPL230203C00129000,AAPL,2023-02-03,129.0,call,2022-12-27,7.3,7.2,7.55,123,6.55,5,7.55,6.55,4e-05,1.0,0.0,-0.01488,0.0,38 +607,AAPL230203P00129000,AAPL,2023-02-03,129.0,put,2022-12-27,5.66,5.5,6.2,81,5.8,7,6.6,5.66,0.8379,-0.21581,0.00707,-0.15515,0.14482,38 +608,AAPL230203C00130000,AAPL,2023-02-03,130.0,call,2022-12-27,6.92,6.65,7.05,376,7.2,52,7.2,6.16,4e-05,1.0,0.0,-0.015,0.0,38 +609,AAPL230203P00130000,AAPL,2023-02-03,130.0,put,2022-12-27,6.0,5.5,6.75,374,6.32,154,6.95,5.93,0.83576,-0.2239,0.00724,-0.15797,0.14791,38 +610,AAPL230203C00131000,AAPL,2023-02-03,131.0,call,2022-12-27,6.35,6.1,6.5,114,6.57,51,6.57,5.95,4e-05,1.0,0.0,-0.01511,0.0,38 +611,AAPL230203P00131000,AAPL,2023-02-03,131.0,put,2022-12-27,6.67,6.4,7.0,443,6.42,22,7.3,6.42,0.85285,-0.2353,0.00729,-0.16571,0.15208,38 +612,AAPL230203C00132000,AAPL,2023-02-03,132.0,call,2022-12-27,6.07,5.5,6.0,178,5.7,82,6.07,5.5,4e-05,1.0,0.0,-0.01523,0.0,38 +613,AAPL230203P00132000,AAPL,2023-02-03,132.0,put,2022-12-27,7.05,6.85,7.35,8,7.22,38,7.3,7.05,0.85728,-0.24456,0.00741,-0.17003,0.15532,38 +614,AAPL230203C00133000,AAPL,2023-02-03,133.0,call,2022-12-27,5.42,5.1,5.5,31,5.4,90,5.5,4.9,4e-05,1.0,0.0,-0.01535,0.0,38 +615,AAPL230203P00133000,AAPL,2023-02-03,133.0,put,2022-12-27,7.62,7.4,7.85,10,7.71,111,8.18,7.62,0.8688,-0.25485,0.00747,-0.17607,0.15875,38 +616,AAPL230203C00134000,AAPL,2023-02-03,134.0,call,2022-12-27,4.94,4.45,5.0,35,5.17,34,5.17,4.5,4e-05,1.0,0.0,-0.01546,0.0,38 +617,AAPL230203P00134000,AAPL,2023-02-03,134.0,put,2022-12-27,8.17,7.9,8.55,3,8.25,5,8.25,8.17,0.8839,-0.26546,0.0075,-0.18289,0.16213,38 +618,AAPL230203C00135000,AAPL,2023-02-03,135.0,call,2022-12-27,4.4,4.25,4.6,269,4.05,96,4.6,4.05,4e-05,1.0,0.0,-0.01558,0.0,38 +619,AAPL230203P00135000,AAPL,2023-02-03,135.0,put,2022-12-27,8.83,8.0,9.0,32,8.03,6,9.45,8.03,0.87818,-0.27339,0.00766,-0.18429,0.16454,38 +620,AAPL230203C00136000,AAPL,2023-02-03,136.0,call,2022-12-27,4.05,3.8,4.15,23,4.8,89,4.8,3.8,4e-05,1.0,0.0,-0.01569,0.0,38 +621,AAPL230203P00136000,AAPL,2023-02-03,136.0,put,2022-12-27,9.25,9.15,9.6,4,9.55,1,9.6,9.25,0.90786,-0.28532,0.00757,-0.19452,0.16799,38 +622,AAPL230203C00137000,AAPL,2023-02-03,137.0,call,2022-12-27,3.57,3.4,3.8,13,4.0,13,4.0,3.55,4e-05,1.0,0.0,-0.01581,0.0,38 +623,AAPL230203P00137000,AAPL,2023-02-03,137.0,put,2022-12-27,10.15,9.7,10.25,15,10.15,1,10.15,10.15,0.91991,-0.29499,0.00758,-0.20014,0.17063,38 +624,AAPL230203C00138000,AAPL,2023-02-03,138.0,call,2022-12-27,3.3,3.1,3.45,19,3.95,646,3.95,3.15,4e-05,1.0,0.0,-0.01592,0.0,38 +625,AAPL230203P00138000,AAPL,2023-02-03,138.0,put,2022-12-27,9.88,10.2,11.0,1,9.88,1,9.88,9.88,0.9325,-0.30452,0.00759,-0.20576,0.17311,38 +626,AAPL230203C00139000,AAPL,2023-02-03,139.0,call,2022-12-27,3.0,2.74,3.1,22,2.92,0,3.0,2.74,4e-05,1.0,0.0,-0.01604,0.0,38 +627,AAPL230203P00139000,AAPL,2023-02-03,139.0,put,2022-12-27,11.15,11.05,11.75,20,11.15,0,11.15,11.15,0.95417,-0.31444,0.00752,-0.21349,0.17555,38 +628,AAPL230203C00140000,AAPL,2023-02-03,140.0,call,2022-12-27,2.63,2.4,2.78,153,2.96,1193,2.96,2.2,4e-05,1.0,0.0,-0.01615,0.0,38 +629,AAPL230203P00140000,AAPL,2023-02-03,140.0,put,2022-12-27,11.25,11.45,12.8,9,11.25,21,11.25,11.25,0.97065,-0.32366,0.00749,-0.21979,0.17769,38 +630,AAPL230203C00141000,AAPL,2023-02-03,141.0,call,2022-12-27,2.37,2.21,2.47,21,2.66,11,2.66,2.29,4e-05,1.0,0.0,-0.01627,0.0,38 +631,AAPL230203P00141000,AAPL,2023-02-03,141.0,put,2022-12-27,13.21,12.25,13.3,45,13.21,0,13.21,13.21,0.98209,-0.33238,0.00748,-0.22472,0.17961,38 +632,AAPL230203C00142000,AAPL,2023-02-03,142.0,call,2022-12-27,2.1,2.0,2.2,290,1.81,41,2.2,1.81,4e-05,1.0,0.0,-0.01638,0.0,38 +633,AAPL230203P00142000,AAPL,2023-02-03,142.0,put,2022-12-27,13.2,12.75,13.75,7,13.69,6,13.69,13.2,0.98309,-0.34055,0.00754,-0.22696,0.18132,38 +634,AAPL230203C00143000,AAPL,2023-02-03,143.0,call,2022-12-27,1.87,1.69,1.98,65,1.61,22,1.94,1.61,4e-05,1.0,0.0,-0.0165,0.0,38 +635,AAPL230203P00143000,AAPL,2023-02-03,143.0,put,2022-12-27,14.4,14.0,14.75,10,13.84,19,14.4,13.84,1.01917,-0.34956,0.00735,-0.23766,0.18309,38 +636,AAPL230203C00144000,AAPL,2023-02-03,144.0,call,2022-12-27,1.67,1.62,1.76,374,1.64,261,1.76,1.5,4e-05,1.0,0.0,-0.01661,0.0,38 +637,AAPL230203P00144000,AAPL,2023-02-03,144.0,put,2022-12-27,14.97,14.75,15.4,15,14.97,0,14.97,14.97,1.03115,-0.35759,0.00732,-0.24235,0.18459,38 +638,AAPL230203C00145000,AAPL,2023-02-03,145.0,call,2022-12-27,1.51,1.3,1.54,303,1.47,180,1.6,1.38,4e-05,1.0,0.0,-0.01673,0.0,38 +639,AAPL230203P00145000,AAPL,2023-02-03,145.0,put,2022-12-27,16.05,15.6,16.2,4,16.05,4,16.05,16.0,1.04923,-0.36544,0.00725,-0.2484,0.18596,38 +640,AAPL230203C00146000,AAPL,2023-02-03,146.0,call,2022-12-27,1.3,1.14,1.38,12,1.26,70,1.31,1.26,4e-05,1.0,0.0,-0.01685,0.0,38 +641,AAPL230203P00146000,AAPL,2023-02-03,146.0,put,2022-12-27,16.11,15.95,17.55,1,16.11,1,16.11,16.11,1.068,-0.37298,0.00717,-0.25451,0.18721,38 +642,AAPL230203C00147000,AAPL,2023-02-03,147.0,call,2022-12-27,1.1,0.96,1.21,63,1.11,9,1.16,1.03,4e-05,1.0,0.0,-0.01696,0.0,38 +643,AAPL230203P00147000,AAPL,2023-02-03,147.0,put,2022-12-27,0.0,16.9,18.2,0,0.0,0,0.0,0.0,1.08341,-0.38027,0.00711,-0.2597,0.18834,38 +644,AAPL230203C00148000,AAPL,2023-02-03,148.0,call,2022-12-27,1.0,0.87,1.06,34,1.14,20,1.17,0.94,4e-05,1.0,0.0,-0.01708,0.0,38 +645,AAPL230203P00148000,AAPL,2023-02-03,148.0,put,2022-12-27,16.3,17.95,19.35,1,16.3,3,16.3,16.3,1.11408,-0.38694,0.00695,-0.26849,0.18932,38 +646,AAPL230203C00149000,AAPL,2023-02-03,149.0,call,2022-12-27,0.91,0.71,0.95,108,1.0,34,1.0,0.81,4e-05,1.0,0.0,-0.01719,0.0,38 +647,AAPL230203P00149000,AAPL,2023-02-03,149.0,put,2022-12-27,19.64,18.8,20.1,45,19.64,0,19.64,19.64,1.12827,-0.39368,0.00689,-0.27319,0.19025,38 +648,AAPL230203C00150000,AAPL,2023-02-03,150.0,call,2022-12-27,0.77,0.7,0.83,134,1.01,674,1.01,0.72,4e-05,1.0,0.0,-0.01731,0.0,38 +649,AAPL230203P00150000,AAPL,2023-02-03,150.0,put,2022-12-27,21.05,19.75,21.15,26,20.3,5,21.05,20.3,1.15238,-0.39983,0.00678,-0.28021,0.19104,38 +650,AAPL230203C00152500,AAPL,2023-02-03,152.5,call,2022-12-27,0.6,0.46,0.6,820,0.59,72,0.61,0.51,4e-05,1.0,0.0,-0.0176,0.0,38 +651,AAPL230203P00152500,AAPL,2023-02-03,152.5,put,2022-12-27,22.41,22.0,23.35,4,23.26,0,23.26,22.41,1.1961,-0.41467,0.00659,-0.29339,0.19276,38 +652,AAPL230203C00155000,AAPL,2023-02-03,155.0,call,2022-12-27,0.44,0.31,0.45,112,0.7,9,0.7,0.31,0.04223,0.29211,0.16447,-0.01458,0.16986,38 +653,AAPL230203P00155000,AAPL,2023-02-03,155.0,put,2022-12-27,0.0,24.2,25.75,0,0.0,0,0.0,0.0,1.24073,-0.42806,0.0064,-0.30635,0.19408,38 +654,AAPL230203C00157500,AAPL,2023-02-03,157.5,call,2022-12-27,0.21,0.21,0.34,12,0.29,131,0.32,0.21,0.07053,0.15307,0.06775,-0.01353,0.11687,38 +655,AAPL230203P00157500,AAPL,2023-02-03,157.5,put,2022-12-27,0.0,26.7,28.1,0,0.0,0,0.0,0.0,1.28918,-0.43984,0.00619,-0.31987,0.19505,38 +656,AAPL230203C00160000,AAPL,2023-02-03,160.0,call,2022-12-27,0.22,0.11,0.3,21,0.18,1,0.22,0.18,0.09251,0.09652,0.03738,-0.01198,0.08457,38 +657,AAPL230203P00160000,AAPL,2023-02-03,160.0,put,2022-12-27,0.0,29.35,30.85,0,0.0,0,0.0,0.0,1.34937,-0.4493,0.00593,-0.336,0.1957,38 +658,AAPL230203C00162500,AAPL,2023-02-03,162.5,call,2022-12-27,0.25,0.05,0.31,1,0.25,0,0.25,0.25,0.11494,0.07226,0.0242,-0.01155,0.06804,38 +659,AAPL230203P00162500,AAPL,2023-02-03,162.5,put,2022-12-27,0.0,31.95,32.85,0,0.0,0,0.0,0.0,1.38691,-0.45966,0.00579,-0.34628,0.19628,38 +660,AAPL230203C00165000,AAPL,2023-02-03,165.0,call,2022-12-27,0.12,0.04,0.14,25,0.21,6,0.21,0.1,0.12112,0.03808,0.01382,-0.00719,0.04094,38 +661,AAPL230203P00165000,AAPL,2023-02-03,165.0,put,2022-12-27,0.0,34.5,35.35,0,0.0,0,0.0,0.0,1.43414,-0.46814,0.00561,-0.35875,0.19666,38 +662,AAPL230203C00170000,AAPL,2023-02-03,170.0,call,2022-12-27,0.0,0.01,0.2,0,0.0,0,0.0,0.0,0.16621,0.03315,0.00899,-0.00857,0.03654,38 +663,AAPL230203P00170000,AAPL,2023-02-03,170.0,put,2022-12-27,0.0,39.4,40.8,0,0.0,0,0.0,0.0,1.52973,-0.48231,0.00527,-0.38351,0.1971,38 +664,AAPL230203C00175000,AAPL,2023-02-03,175.0,call,2022-12-27,0.0,0.0,0.1,0,0.0,0,0.0,0.0,0.1833,0.01577,0.00436,-0.00499,0.01956,38 +665,AAPL230203P00175000,AAPL,2023-02-03,175.0,put,2022-12-27,0.0,44.45,45.3,0,0.0,0,0.0,0.0,1.59931,-0.49673,0.00504,-0.40114,0.19729,38 +666,AAPL230203C00180000,AAPL,2023-02-03,180.0,call,2022-12-27,0.09,0.0,0.1,1,0.09,0,0.09,0.09,0.21702,0.01361,0.00325,-0.00516,0.01723,38 +667,AAPL230203P00180000,AAPL,2023-02-03,180.0,put,2022-12-27,0.0,49.5,50.8,0,0.0,0,0.0,0.0,1.68919,-0.50626,0.00478,-0.42366,0.19727,38 +668,AAPL230203C00185000,AAPL,2023-02-03,185.0,call,2022-12-27,0.0,0.0,0.11,0,0.0,0,0.0,0.0,0.25219,0.01299,0.00268,-0.00571,0.01655,38 +669,AAPL230203P00185000,AAPL,2023-02-03,185.0,put,2022-12-27,0.0,54.2,55.45,0,0.0,0,0.0,0.0,1.74435,-0.51849,0.00462,-0.43678,0.19708,38 +670,AAPL230203C00190000,AAPL,2023-02-03,190.0,call,2022-12-27,0.0,0.0,0.09,0,0.0,0,0.0,0.0,0.27607,0.01001,0.00195,-0.00497,0.0132,38 +671,AAPL230203P00190000,AAPL,2023-02-03,190.0,put,2022-12-27,0.0,59.3,60.45,0,0.0,0,0.0,0.0,1.81477,-0.52704,0.00443,-0.45373,0.19684,38 +672,AAPL230203C00195000,AAPL,2023-02-03,195.0,call,2022-12-27,0.0,0.0,0.07,0,0.0,0,0.0,0.0,0.29621,0.00748,0.00141,-0.00411,0.01022,38 +673,AAPL230203P00195000,AAPL,2023-02-03,195.0,put,2022-12-27,0.0,64.25,65.85,0,0.0,0,0.0,0.0,1.88808,-0.53372,0.00426,-0.47138,0.19659,38 +674,AAPL230203C00200000,AAPL,2023-02-03,200.0,call,2022-12-27,0.0,0.0,0.05,0,0.0,0,0.0,0.0,0.31178,0.00526,0.00098,-0.00316,0.00748,38 +675,AAPL230203P00200000,AAPL,2023-02-03,200.0,put,2022-12-27,0.0,69.35,70.8,0,0.0,0,0.0,0.0,1.95087,-0.5407,0.00411,-0.48608,0.19627,38 +676,AAPL230203C00205000,AAPL,2023-02-03,205.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.32978,0.00408,0.00074,-0.00266,0.00597,38 +677,AAPL230203P00205000,AAPL,2023-02-03,205.0,put,2022-12-27,0.0,74.25,75.45,0,0.0,0,0.0,0.0,1.9981,-0.54895,0.00401,-0.49637,0.19581,38 +678,AAPL230203C00210000,AAPL,2023-02-03,210.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.35412,0.00383,0.00065,-0.00269,0.00563,38 +679,AAPL230203P00210000,AAPL,2023-02-03,210.0,put,2022-12-27,0.0,79.3,80.75,0,0.0,0,0.0,0.0,2.06326,-0.55355,0.00387,-0.51168,0.19551,38 +680,AAPL230203C00215000,AAPL,2023-02-03,215.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.37769,0.00362,0.00058,-0.00272,0.00535,38 +681,AAPL230203P00215000,AAPL,2023-02-03,215.0,put,2022-12-27,0.0,84.3,85.4,0,0.0,0,0.0,0.0,2.10827,-0.5604,0.00378,-0.52123,0.19503,38 +682,AAPL230203C00220000,AAPL,2023-02-03,220.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.40051,0.00343,0.00052,-0.00275,0.0051,38 +683,AAPL230203P00220000,AAPL,2023-02-03,220.0,put,2022-12-27,0.0,89.55,90.7,0,0.0,0,0.0,0.0,2.17426,-0.56323,0.00366,-0.53688,0.19481,38 +684,AAPL230203C00225000,AAPL,2023-02-03,225.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.42271,0.00327,0.00047,-0.00277,0.00489,38 +685,AAPL230203P00225000,AAPL,2023-02-03,225.0,put,2022-12-27,0.0,94.5,95.35,0,0.0,0,0.0,0.0,2.21394,-0.5695,0.00359,-0.54488,0.19429,38 +686,AAPL230203C00230000,AAPL,2023-02-03,230.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.4443,0.00313,0.00043,-0.0028,0.0047,38 +687,AAPL230203P00230000,AAPL,2023-02-03,230.0,put,2022-12-27,0.0,99.5,100.8,0,0.0,0,0.0,0.0,2.27375,-0.57197,0.00349,-0.55887,0.19407,38 +688,AAPL230203C00235000,AAPL,2023-02-03,235.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.46528,0.003,0.0004,-0.00282,0.00453,38 +689,AAPL230203P00235000,AAPL,2023-02-03,235.0,put,2022-12-27,0.0,104.35,105.8,0,0.0,0,0.0,0.0,2.31647,-0.57659,0.00342,-0.56782,0.19365,38 +690,AAPL230203C00240000,AAPL,2023-02-03,240.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.48565,0.00289,0.00037,-0.00284,0.00438,38 +691,AAPL230203P00240000,AAPL,2023-02-03,240.0,put,2022-12-27,0.0,109.4,110.75,0,0.0,0,0.0,0.0,2.36141,-0.58034,0.00335,-0.57748,0.19328,38 +692,AAPL230203C00245000,AAPL,2023-02-03,245.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.50556,0.00279,0.00034,-0.00287,0.00424,38 +693,AAPL230203P00245000,AAPL,2023-02-03,245.0,put,2022-12-27,0.0,114.4,115.8,0,0.0,0,0.0,0.0,2.40627,-0.58363,0.00328,-0.58718,0.19294,38 +694,AAPL230203C00250000,AAPL,2023-02-03,250.0,call,2022-12-27,0.0,0.0,0.04,0,0.0,0,0.0,0.0,0.52494,0.0027,0.00032,-0.00289,0.00411,38 +695,AAPL230203P00250000,AAPL,2023-02-03,250.0,put,2022-12-27,0.0,119.35,120.4,0,0.0,0,0.0,0.0,2.43687,-0.58879,0.00323,-0.59253,0.19239,38 +696,AAPL230217C00045000,AAPL,2023-02-17,45.0,call,2022-12-27,89.4,85.05,85.55,4,89.25,49,89.4,89.25,4e-05,1.0,0.0,-0.00518,0.0,52 +697,AAPL230217P00045000,AAPL,2023-02-17,45.0,put,2022-12-27,0.01,0.0,0.01,807,0.01,395,0.01,0.01,1.00719,-0.00031,2e-05,-0.00062,0.00065,52 +698,AAPL230217C00050000,AAPL,2023-02-17,50.0,call,2022-12-27,82.75,80.1,80.6,1,82.75,4902,82.75,82.75,4e-05,1.0,0.0,-0.00576,0.0,52 +699,AAPL230217P00050000,AAPL,2023-02-17,50.0,put,2022-12-27,0.02,0.01,0.02,135,0.03,4112,0.03,0.02,1.01101,-0.00085,5e-05,-0.00161,0.00167,52 +700,AAPL230217C00055000,AAPL,2023-02-17,55.0,call,2022-12-27,76.1,75.15,75.6,2,76.1,2954,76.1,76.1,4e-05,1.0,0.0,-0.00634,0.0,52 +701,AAPL230217P00055000,AAPL,2023-02-17,55.0,put,2022-12-27,0.02,0.01,0.04,30,0.02,1768,0.02,0.02,0.97355,-0.00141,8e-05,-0.00247,0.00267,52 +702,AAPL230217C00060000,AAPL,2023-02-17,60.0,call,2022-12-27,71.8,70.2,70.55,17,71.8,2519,71.8,71.8,4e-05,1.0,0.0,-0.00691,0.0,52 +703,AAPL230217P00060000,AAPL,2023-02-17,60.0,put,2022-12-27,0.04,0.02,0.05,2,0.05,1092,0.05,0.04,0.92541,-0.00203,0.00012,-0.00326,0.00371,52 +704,AAPL230217C00065000,AAPL,2023-02-17,65.0,call,2022-12-27,67.1,65.2,65.65,7,67.35,1409,67.35,67.1,4e-05,1.0,0.0,-0.00749,0.0,52 +705,AAPL230217P00065000,AAPL,2023-02-17,65.0,put,2022-12-27,0.06,0.04,0.07,32,0.06,551,0.06,0.05,0.89291,-0.00318,0.00019,-0.00473,0.00558,52 +706,AAPL230217C00070000,AAPL,2023-02-17,70.0,call,2022-12-27,61.9,60.3,60.7,13,61.9,353,61.9,61.9,4e-05,1.0,0.0,-0.00806,0.0,52 +707,AAPL230217P00070000,AAPL,2023-02-17,70.0,put,2022-12-27,0.09,0.06,0.09,54,0.08,1150,0.09,0.08,0.85049,-0.00443,0.00026,-0.00605,0.00751,52 +708,AAPL230217C00075000,AAPL,2023-02-17,75.0,call,2022-12-27,55.85,55.35,55.7,2,55.85,725,55.85,55.85,4e-05,1.0,0.0,-0.00864,0.0,52 +709,AAPL230217P00075000,AAPL,2023-02-17,75.0,put,2022-12-27,0.11,0.1,0.13,233,0.13,3959,0.13,0.11,0.82348,-0.00674,0.0004,-0.0085,0.0109,52 +710,AAPL230217C00080000,AAPL,2023-02-17,80.0,call,2022-12-27,50.7,50.4,50.8,16,49.65,294,50.7,49.65,4e-05,1.0,0.0,-0.00922,0.0,52 +711,AAPL230217P00080000,AAPL,2023-02-17,80.0,put,2022-12-27,0.17,0.15,0.18,197,0.19,7408,0.19,0.16,0.79296,-0.00967,0.00056,-0.01123,0.01498,52 +712,AAPL230217C00085000,AAPL,2023-02-17,85.0,call,2022-12-27,45.95,45.5,45.95,11,45.95,869,45.95,45.95,4e-05,1.0,0.0,-0.00979,0.0,52 +713,AAPL230217P00085000,AAPL,2023-02-17,85.0,put,2022-12-27,0.23,0.23,0.25,204,0.24,2100,0.27,0.23,0.7671,-0.01396,0.0008,-0.01492,0.0206,52 +714,AAPL230217C00090000,AAPL,2023-02-17,90.0,call,2022-12-27,40.85,40.65,41.1,254,40.8,1368,41.1,40.7,4e-05,1.0,0.0,-0.01037,0.0,52 +715,AAPL230217P00090000,AAPL,2023-02-17,90.0,put,2022-12-27,0.36,0.34,0.36,958,0.33,4422,0.39,0.33,0.74474,-0.02007,0.00113,-0.01972,0.02809,52 +716,AAPL230217C00095000,AAPL,2023-02-17,95.0,call,2022-12-27,36.0,35.85,36.2,49,35.1,4090,36.3,35.1,4e-05,1.0,0.0,-0.01094,0.0,52 +717,AAPL230217P00095000,AAPL,2023-02-17,95.0,put,2022-12-27,0.51,0.48,0.53,6896,0.49,3481,0.59,0.49,0.72437,-0.02842,0.00155,-0.02565,0.03763,52 +718,AAPL230217C00100000,AAPL,2023-02-17,100.0,call,2022-12-27,31.27,31.15,31.45,13,31.05,1976,31.27,31.05,4e-05,1.0,0.0,-0.01152,0.0,52 +719,AAPL230217P00100000,AAPL,2023-02-17,100.0,put,2022-12-27,0.77,0.72,0.78,6313,0.75,12141,0.88,0.73,0.71171,-0.04069,0.00212,-0.03379,0.05055,52 +720,AAPL230217C00105000,AAPL,2023-02-17,105.0,call,2022-12-27,26.56,26.6,26.95,23,26.6,595,26.9,25.75,4e-05,1.0,0.0,-0.0121,0.0,52 +721,AAPL230217P00105000,AAPL,2023-02-17,105.0,put,2022-12-27,1.17,1.13,1.15,1506,1.05,8366,1.33,1.05,0.70782,-0.05842,0.00285,-0.04476,0.06749,52 +722,AAPL230217C00110000,AAPL,2023-02-17,110.0,call,2022-12-27,22.45,22.2,22.55,171,21.7,929,22.47,21.38,4e-05,1.0,0.0,-0.01267,0.0,52 +723,AAPL230217P00110000,AAPL,2023-02-17,110.0,put,2022-12-27,1.72,1.7,1.73,3677,1.56,32794,1.94,1.56,0.7095,-0.08205,0.00369,-0.05815,0.08767,52 +724,AAPL230217C00115000,AAPL,2023-02-17,115.0,call,2022-12-27,18.15,18.0,18.35,155,18.82,883,18.82,17.33,4e-05,1.0,0.0,-0.01325,0.0,52 +725,AAPL230217P00115000,AAPL,2023-02-17,115.0,put,2022-12-27,2.54,2.46,2.56,1897,2.35,15936,2.84,2.35,0.7143,-0.11143,0.00459,-0.07314,0.10979,52 +726,AAPL230217C00120000,AAPL,2023-02-17,120.0,call,2022-12-27,14.4,14.2,14.55,877,14.6,1946,14.6,13.65,4e-05,1.0,0.0,-0.01382,0.0,52 +727,AAPL230217P00120000,AAPL,2023-02-17,120.0,put,2022-12-27,3.65,3.6,3.7,3450,3.4,21479,4.1,3.4,0.72811,-0.14775,0.00548,-0.09044,0.13353,52 +728,AAPL230217C00125000,AAPL,2023-02-17,125.0,call,2022-12-27,11.07,10.8,10.95,748,10.9,1796,11.15,10.2,4e-05,1.0,0.0,-0.0144,0.0,52 +729,AAPL230217P00125000,AAPL,2023-02-17,125.0,put,2022-12-27,5.2,5.15,5.25,2973,4.85,25452,5.75,4.85,0.75008,-0.18957,0.00624,-0.1091,0.15677,52 +730,AAPL230217C00130000,AAPL,2023-02-17,130.0,call,2022-12-27,7.88,7.85,7.95,17905,8.82,7555,8.82,7.3,4e-05,1.0,0.0,-0.01498,0.0,52 +731,AAPL230217P00130000,AAPL,2023-02-17,130.0,put,2022-12-27,7.2,7.15,7.25,2246,6.63,39542,7.85,6.63,0.77915,-0.23451,0.00681,-0.12804,0.17757,52 +732,AAPL230217C00135000,AAPL,2023-02-17,135.0,call,2022-12-27,5.4,5.35,5.45,2491,5.95,27451,5.95,4.96,4e-05,1.0,0.0,-0.01555,0.0,52 +733,AAPL230217P00135000,AAPL,2023-02-17,135.0,put,2022-12-27,9.55,9.6,9.75,673,9.1,24081,10.45,9.1,0.81516,-0.28004,0.00714,-0.14656,0.19476,52 +734,AAPL230217C00140000,AAPL,2023-02-17,140.0,call,2022-12-27,3.5,3.4,3.5,2720,4.04,27936,4.05,3.18,4e-05,1.0,0.0,-0.01613,0.0,52 +735,AAPL230217P00140000,AAPL,2023-02-17,140.0,put,2022-12-27,12.78,12.7,12.85,552,12.6,26021,13.69,12.28,0.86529,-0.3242,0.00718,-0.16583,0.20801,52 +736,AAPL230217C00145000,AAPL,2023-02-17,145.0,call,2022-12-27,2.1,2.07,2.13,1193,2.35,19843,2.35,1.94,4e-05,1.0,0.0,-0.0167,0.0,52 +737,AAPL230217P00145000,AAPL,2023-02-17,145.0,put,2022-12-27,16.31,16.3,16.5,190,16.85,20638,17.35,16.0,0.92464,-0.36398,0.00702,-0.18479,0.21724,52 +738,AAPL230217C00150000,AAPL,2023-02-17,150.0,call,2022-12-27,1.22,1.22,1.25,3170,1.51,32085,1.51,1.13,4e-05,1.0,0.0,-0.01728,0.0,52 +739,AAPL230217P00150000,AAPL,2023-02-17,150.0,put,2022-12-27,20.6,20.3,20.8,1682,20.15,22774,21.62,19.95,0.99483,-0.39798,0.0067,-0.20407,0.2232,52 +740,AAPL230217C00155000,AAPL,2023-02-17,155.0,call,2022-12-27,0.7,0.68,0.71,932,0.88,30741,0.88,0.67,0.0478,0.36905,0.13643,-0.0165,0.21825,52 +741,AAPL230217P00155000,AAPL,2023-02-17,155.0,put,2022-12-27,24.97,25.0,25.35,40,26.15,17145,26.34,24.95,1.07517,-0.42558,0.0063,-0.22397,0.22677,52 +742,AAPL230217C00160000,AAPL,2023-02-17,160.0,call,2022-12-27,0.4,0.4,0.41,1186,0.53,14150,0.53,0.39,0.09411,0.14676,0.0422,-0.01459,0.13293,52 +743,AAPL230217P00160000,AAPL,2023-02-17,160.0,put,2022-12-27,29.45,29.75,30.15,37,31.0,5137,31.1,29.45,1.15314,-0.44811,0.00593,-0.24231,0.22884,52 +744,AAPL230217C00165000,AAPL,2023-02-17,165.0,call,2022-12-27,0.25,0.24,0.25,934,0.3,18430,0.31,0.23,0.12539,0.07661,0.01983,-0.01137,0.08323,52 +745,AAPL230217P00165000,AAPL,2023-02-17,165.0,put,2022-12-27,35.5,34.8,35.1,41,35.0,511,35.55,35.0,1.23371,-0.46603,0.00557,-0.26047,0.22996,52 +746,AAPL230217C00170000,AAPL,2023-02-17,170.0,call,2022-12-27,0.16,0.15,0.16,272,0.2,13400,0.2,0.15,0.15079,0.04425,0.01072,-0.00861,0.0541,52 +747,AAPL230217P00170000,AAPL,2023-02-17,170.0,put,2022-12-27,40.4,39.7,40.25,31,38.55,2388,40.4,38.55,1.30947,-0.48098,0.00526,-0.27709,0.23053,52 +748,AAPL230217C00175000,AAPL,2023-02-17,175.0,call,2022-12-27,0.1,0.1,0.11,314,0.13,13870,0.13,0.1,0.17368,0.02788,0.00637,-0.00667,0.03703,52 +749,AAPL230217P00175000,AAPL,2023-02-17,175.0,put,2022-12-27,43.75,44.7,45.25,150,43.75,100,43.75,43.75,1.37913,-0.49392,0.005,-0.29204,0.23077,52 +750,AAPL230217C00180000,AAPL,2023-02-17,180.0,call,2022-12-27,0.08,0.07,0.08,390,0.09,11100,0.09,0.07,0.19482,0.01872,0.00406,-0.00528,0.02647,52 +751,AAPL230217P00180000,AAPL,2023-02-17,180.0,put,2022-12-27,48.65,49.7,50.2,11,48.2,83,48.65,48.2,1.44337,-0.50537,0.00478,-0.30552,0.23077,52 +752,AAPL230217C00185000,AAPL,2023-02-17,185.0,call,2022-12-27,0.06,0.05,0.06,708,0.05,8645,0.06,0.05,0.2142,0.01305,0.00271,-0.00423,0.01943,52 +753,AAPL230217P00185000,AAPL,2023-02-17,185.0,put,2022-12-27,54.0,54.75,55.2,5,54.0,6,54.0,54.0,1.50616,-0.51511,0.00458,-0.31849,0.23063,52 +754,AAPL230217C00190000,AAPL,2023-02-17,190.0,call,2022-12-27,0.05,0.03,0.05,825,0.04,7093,0.05,0.03,0.23129,0.00915,0.00184,-0.00333,0.01426,52 +755,AAPL230217P00190000,AAPL,2023-02-17,190.0,put,2022-12-27,58.12,59.75,60.2,1,58.12,2,58.12,58.12,1.5646,-0.52391,0.0044,-0.33034,0.23038,52 +756,AAPL230217C00195000,AAPL,2023-02-17,195.0,call,2022-12-27,0.04,0.03,0.04,49,0.03,4514,0.04,0.03,0.25196,0.00752,0.00142,-0.00304,0.012,52 +757,AAPL230217P00195000,AAPL,2023-02-17,195.0,put,2022-12-27,63.82,64.75,65.2,2,63.82,0,63.82,63.82,1.62022,-0.53179,0.00424,-0.34144,0.23006,52 +758,AAPL230217C00200000,AAPL,2023-02-17,200.0,call,2022-12-27,0.03,0.02,0.04,8,0.03,9580,0.03,0.03,0.27065,0.00613,0.00111,-0.00271,0.01002,52 +759,AAPL230217P00200000,AAPL,2023-02-17,200.0,put,2022-12-27,69.67,69.75,70.2,1,69.67,4,69.67,69.67,1.67316,-0.5389,0.0041,-0.35186,0.2297,52 +760,AAPL230217C00205000,AAPL,2023-02-17,205.0,call,2022-12-27,0.02,0.01,0.02,13,0.02,5001,0.02,0.02,0.27279,0.00322,0.00062,-0.00154,0.00565,52 +761,AAPL230217P00205000,AAPL,2023-02-17,205.0,put,2022-12-27,69.7,74.75,75.2,4,70.1,0,70.1,69.6,1.72382,-0.54534,0.00397,-0.36171,0.2293,52 +762,AAPL230217C00210000,AAPL,2023-02-17,210.0,call,2022-12-27,0.01,0.01,0.03,45,0.02,2183,0.02,0.01,0.30155,0.00384,0.00066,-0.00198,0.00661,52 +763,AAPL230217P00210000,AAPL,2023-02-17,210.0,put,2022-12-27,57.19,79.75,80.2,270,57.18,0,57.19,57.18,1.77227,-0.55123,0.00386,-0.371,0.22889,52 +764,AAPL230217C00215000,AAPL,2023-02-17,215.0,call,2022-12-27,0.01,0.0,0.03,1,0.01,2460,0.01,0.01,0.31284,0.00285,0.00048,-0.00157,0.00505,52 +765,AAPL230217P00215000,AAPL,2023-02-17,215.0,put,2022-12-27,59.25,84.75,85.2,680,59.35,0,59.35,59.25,1.81889,-0.55661,0.00375,-0.37985,0.22847,52 +766,AAPL230217C00220000,AAPL,2023-02-17,220.0,call,2022-12-27,0.01,0.0,0.02,101,0.01,1468,0.01,0.01,0.31994,0.00192,0.00033,-0.00112,0.00354,52 +767,AAPL230217P00220000,AAPL,2023-02-17,220.0,put,2022-12-27,65.95,89.7,90.15,30,65.95,0,65.95,65.95,1.86146,-0.56197,0.00366,-0.3877,0.228,52 +768,AAPL230217C00225000,AAPL,2023-02-17,225.0,call,2022-12-27,0.01,0.0,0.02,6,0.01,2000,0.01,0.01,0.33794,0.00183,0.0003,-0.00113,0.00338,52 +769,AAPL230217P00225000,AAPL,2023-02-17,225.0,put,2022-12-27,68.2,94.7,95.2,1,68.2,0,68.2,68.2,1.90571,-0.56634,0.00357,-0.39599,0.22759,52 +770,AAPL230217C00230000,AAPL,2023-02-17,230.0,call,2022-12-27,0.01,0.0,0.02,2,0.01,252,0.01,0.01,0.35549,0.00175,0.00027,-0.00114,0.00325,52 +771,AAPL230217P00230000,AAPL,2023-02-17,230.0,put,2022-12-27,82.8,99.75,100.2,95,82.8,0,82.8,82.8,1.94836,-0.57039,0.00348,-0.40392,0.22719,52 +772,AAPL230217C00235000,AAPL,2023-02-17,235.0,call,2022-12-27,0.01,0.0,0.02,10,0.01,289,0.01,0.01,0.37251,0.00168,0.00025,-0.00115,0.00312,52 +773,AAPL230217P00235000,AAPL,2023-02-17,235.0,put,2022-12-27,0.0,104.7,105.2,0,0.0,0,0.0,0.0,1.9875,-0.57453,0.00341,-0.41098,0.22675,52 +774,AAPL230217C00240000,AAPL,2023-02-17,240.0,call,2022-12-27,0.01,0.0,0.02,10,0.01,304,0.01,0.01,0.38914,0.00161,0.00023,-0.00116,0.00302,52 +775,AAPL230217P00240000,AAPL,2023-02-17,240.0,put,2022-12-27,97.2,109.75,110.15,1,97.2,0,97.2,97.2,2.02633,-0.57822,0.00334,-0.418,0.22634,52 +776,AAPL230217C00245000,AAPL,2023-02-17,245.0,call,2022-12-27,0.01,0.0,0.02,2,0.01,257,0.01,0.01,0.40531,0.00155,0.00022,-0.00116,0.00292,52 +777,AAPL230217P00245000,AAPL,2023-02-17,245.0,put,2022-12-27,99.65,114.7,115.2,1,99.65,0,99.65,99.65,2.06402,-0.58164,0.00327,-0.42477,0.22594,52 +778,AAPL230217C00250000,AAPL,2023-02-17,250.0,call,2022-12-27,0.01,0.0,0.01,2,0.01,426,0.01,0.01,0.39822,0.00083,0.00012,-0.00064,0.00163,52 +779,AAPL230217P00250000,AAPL,2023-02-17,250.0,put,2022-12-27,76.9,119.75,120.2,1,76.9,0,76.9,76.9,2.10163,-0.58465,0.00321,-0.43157,0.22558,52 +780,AAPL230217C00255000,AAPL,2023-02-17,255.0,call,2022-12-27,0.02,0.0,0.02,1,0.02,623,0.02,0.02,0.43644,0.00145,0.00019,-0.00118,0.00274,52 +781,AAPL230217P00255000,AAPL,2023-02-17,255.0,put,2022-12-27,117.68,124.75,125.15,0,117.68,0,117.68,117.68,2.13589,-0.58789,0.00315,-0.43753,0.22517,52 +782,AAPL230217C00260000,AAPL,2023-02-17,260.0,call,2022-12-27,0.02,0.0,0.02,1,0.02,314,0.02,0.02,0.45147,0.00141,0.00018,-0.00118,0.00267,52 +783,AAPL230217P00260000,AAPL,2023-02-17,260.0,put,2022-12-27,0.0,129.7,130.2,0,0.0,0,0.0,0.0,2.1703,-0.59073,0.00309,-0.44357,0.2248,52 +784,AAPL230217C00265000,AAPL,2023-02-17,265.0,call,2022-12-27,0.02,0.0,0.02,10,0.02,291,0.02,0.02,0.46619,0.00137,0.00017,-0.00119,0.0026,52 +785,AAPL230217P00265000,AAPL,2023-02-17,265.0,put,2022-12-27,0.0,134.7,135.2,0,0.0,0,0.0,0.0,2.20379,-0.59339,0.00304,-0.44942,0.22444,52 +786,AAPL230217C00270000,AAPL,2023-02-17,270.0,call,2022-12-27,0.01,0.0,0.02,1,0.01,145,0.01,0.01,0.48054,0.00134,0.00016,-0.0012,0.00254,52 +787,AAPL230217P00270000,AAPL,2023-02-17,270.0,put,2022-12-27,0.0,139.75,140.2,0,0.0,0,0.0,0.0,2.23743,-0.59571,0.00299,-0.45537,0.22412,52 +788,AAPL230217C00275000,AAPL,2023-02-17,275.0,call,2022-12-27,0.01,0.0,0.02,3,0.01,241,0.01,0.01,0.49458,0.0013,0.00015,-0.0012,0.00248,52 +789,AAPL230217P00275000,AAPL,2023-02-17,275.0,put,2022-12-27,0.0,144.75,145.2,0,0.0,0,0.0,0.0,2.2691,-0.5981,0.00295,-0.46083,0.22378,52 +790,AAPL230217C00280000,AAPL,2023-02-17,280.0,call,2022-12-27,0.01,0.0,0.02,1,0.01,24,0.01,0.01,0.50831,0.00127,0.00014,-0.00121,0.00242,52 +791,AAPL230217P00280000,AAPL,2023-02-17,280.0,put,2022-12-27,132.8,149.75,150.2,7,132.8,0,132.8,132.8,2.3,-0.60036,0.0029,-0.46614,0.22345,52 +792,AAPL230217C00285000,AAPL,2023-02-17,285.0,call,2022-12-27,0.01,0.0,0.02,1,0.01,520,0.01,0.01,0.52174,0.00124,0.00014,-0.00121,0.00237,52 +793,AAPL230217P00285000,AAPL,2023-02-17,285.0,put,2022-12-27,0.0,154.75,155.2,0,0.0,0,0.0,0.0,2.33006,-0.60251,0.00286,-0.47126,0.22313,52 +794,AAPL230217C00290000,AAPL,2023-02-17,290.0,call,2022-12-27,0.03,0.0,0.02,1,0.03,163,0.03,0.03,0.53493,0.00121,0.00013,-0.00122,0.00233,52 +795,AAPL230217P00290000,AAPL,2023-02-17,290.0,put,2022-12-27,142.18,159.7,160.2,2,142.24,0,142.24,142.18,2.35828,-0.60476,0.00282,-0.47593,0.22279,52 +796,AAPL230217C00295000,AAPL,2023-02-17,295.0,call,2022-12-27,0.01,0.0,0.02,10,0.01,762,0.01,0.01,0.54783,0.00119,0.00012,-0.00122,0.00228,52 +797,AAPL230217P00295000,AAPL,2023-02-17,295.0,put,2022-12-27,0.0,164.7,165.2,0,0.0,0,0.0,0.0,2.38697,-0.60669,0.00279,-0.48077,0.22249,52 +798,AAPL230217C00300000,AAPL,2023-02-17,300.0,call,2022-12-27,0.01,0.0,0.02,26,0.01,1303,0.01,0.01,0.56049,0.00116,0.00012,-0.00123,0.00224,52 +799,AAPL230217P00300000,AAPL,2023-02-17,300.0,put,2022-12-27,158.0,169.75,170.2,2,157.0,0,158.0,157.0,2.41611,-0.60831,0.00275,-0.4858,0.22223,52 +800,AAPL230317C00060000,AAPL,2023-03-17,60.0,call,2022-12-27,75.81,70.35,70.75,16,74.55,2503,76.8,74.5,4e-05,1.0,0.0,-0.00689,0.0,80 +801,AAPL230317P00060000,AAPL,2023-03-17,60.0,put,2022-12-27,0.08,0.06,0.08,39,0.09,7130,0.09,0.07,0.80631,-0.00353,0.00018,-0.00376,0.00761,80 +802,AAPL230317C00065000,AAPL,2023-03-17,65.0,call,2022-12-27,67.4,65.4,65.9,1,67.4,1114,67.4,67.4,4e-05,1.0,0.0,-0.00746,0.0,80 +803,AAPL230317P00065000,AAPL,2023-03-17,65.0,put,2022-12-27,0.11,0.1,0.12,281,0.11,1697,0.12,0.11,0.78327,-0.00548,0.00028,-0.0054,0.01126,80 +804,AAPL230317C00070000,AAPL,2023-03-17,70.0,call,2022-12-27,60.63,60.55,60.95,4,59.4,3486,60.63,59.4,4e-05,1.0,0.0,-0.00804,0.0,80 +805,AAPL230317P00070000,AAPL,2023-03-17,70.0,put,2022-12-27,0.17,0.15,0.17,149,0.16,7039,0.17,0.15,0.75687,-0.00796,0.0004,-0.00725,0.01566,80 +806,AAPL230317C00075000,AAPL,2023-03-17,75.0,call,2022-12-27,56.06,55.6,56.15,20,56.0,768,56.06,56.0,4e-05,1.0,0.0,-0.00861,0.0,80 +807,AAPL230317P00075000,AAPL,2023-03-17,75.0,put,2022-12-27,0.23,0.21,0.24,99,0.24,5123,0.24,0.22,0.7304,-0.01119,0.00056,-0.00941,0.0211,80 +808,AAPL230317C00080000,AAPL,2023-03-17,80.0,call,2022-12-27,51.0,50.8,51.2,5,50.25,1849,51.0,50.25,4e-05,1.0,0.0,-0.00919,0.0,80 +809,AAPL230317P00080000,AAPL,2023-03-17,80.0,put,2022-12-27,0.33,0.31,0.33,6162,0.31,15315,0.35,0.31,0.70827,-0.01578,0.00078,-0.01225,0.02838,80 +810,AAPL230317C00085000,AAPL,2023-03-17,85.0,call,2022-12-27,47.9,46.05,46.45,1,47.9,542,47.9,47.9,4e-05,1.0,0.0,-0.00976,0.0,80 +811,AAPL230317P00085000,AAPL,2023-03-17,85.0,put,2022-12-27,0.44,0.44,0.46,272,0.43,3037,0.49,0.43,0.68798,-0.02193,0.00106,-0.01571,0.03756,80 +812,AAPL230317C00090000,AAPL,2023-03-17,90.0,call,2022-12-27,40.2,41.2,41.7,2,40.2,3002,40.2,40.2,4e-05,1.0,0.0,-0.01033,0.0,80 +813,AAPL230317P00090000,AAPL,2023-03-17,90.0,put,2022-12-27,0.64,0.61,0.65,403,0.62,6889,0.71,0.61,0.67013,-0.03016,0.00142,-0.01993,0.04903,80 +814,AAPL230317C00095000,AAPL,2023-03-17,95.0,call,2022-12-27,42.38,36.55,36.95,1,42.38,669,42.38,42.38,4e-05,1.0,0.0,-0.01091,0.0,80 +815,AAPL230317P00095000,AAPL,2023-03-17,95.0,put,2022-12-27,0.9,0.86,0.92,191,0.88,5599,0.99,0.85,0.65685,-0.04143,0.00188,-0.02528,0.06362,80 +816,AAPL230317C00100000,AAPL,2023-03-17,100.0,call,2022-12-27,32.32,32.05,32.3,89,31.48,5202,32.52,31.35,4e-05,1.0,0.0,-0.01148,0.0,80 +817,AAPL230317P00100000,AAPL,2023-03-17,100.0,put,2022-12-27,1.28,1.25,1.29,1205,1.19,25379,1.42,1.19,0.64892,-0.05671,0.00245,-0.03201,0.08178,80 +818,AAPL230317C00105000,AAPL,2023-03-17,105.0,call,2022-12-27,28.04,27.6,27.85,17,26.86,1337,28.04,26.86,4e-05,1.0,0.0,-0.01206,0.0,80 +819,AAPL230317P00105000,AAPL,2023-03-17,105.0,put,2022-12-27,1.8,1.76,1.82,578,1.8,5697,1.98,1.74,0.64381,-0.07617,0.0031,-0.0398,0.10278,80 +820,AAPL230317C00110000,AAPL,2023-03-17,110.0,call,2022-12-27,23.89,23.35,23.6,57,23.0,2356,23.89,22.65,4e-05,1.0,0.0,-0.01263,0.0,80 +821,AAPL230317P00110000,AAPL,2023-03-17,110.0,put,2022-12-27,2.52,2.5,2.55,569,2.3,14274,2.76,2.3,0.64449,-0.10099,0.00382,-0.04901,0.12684,80 +822,AAPL230317C00115000,AAPL,2023-03-17,115.0,call,2022-12-27,19.61,19.4,19.55,18,19.5,1856,19.7,19.5,4e-05,1.0,0.0,-0.0132,0.0,80 +823,AAPL230317P00115000,AAPL,2023-03-17,115.0,put,2022-12-27,3.5,3.4,3.55,464,3.35,7988,3.8,3.3,0.64693,-0.1302,0.00456,-0.05873,0.15195,80 +824,AAPL230317C00120000,AAPL,2023-03-17,120.0,call,2022-12-27,15.8,15.65,16.05,73,16.15,13497,16.15,15.1,4e-05,1.0,0.0,-0.01378,0.0,80 +825,AAPL230317P00120000,AAPL,2023-03-17,120.0,put,2022-12-27,4.74,4.65,4.8,2350,4.5,20963,5.15,4.5,0.65426,-0.1642,0.00527,-0.06915,0.17756,80 +826,AAPL230317C00125000,AAPL,2023-03-17,125.0,call,2022-12-27,12.4,12.35,12.5,236,12.5,8002,12.7,11.75,4e-05,1.0,0.0,-0.01435,0.0,80 +827,AAPL230317P00125000,AAPL,2023-03-17,125.0,put,2022-12-27,6.4,6.3,6.4,1287,6.0,19826,6.87,6.0,0.66776,-0.20235,0.00588,-0.08011,0.2023,80 +828,AAPL230317C00130000,AAPL,2023-03-17,130.0,call,2022-12-27,9.45,9.45,9.55,1013,10.25,52111,10.25,8.8,4e-05,1.0,0.0,-0.01493,0.0,80 +829,AAPL230317P00130000,AAPL,2023-03-17,130.0,put,2022-12-27,8.4,8.3,8.45,7660,7.83,44023,9.0,7.83,0.68661,-0.24288,0.00635,-0.09107,0.22452,80 +830,AAPL230317C00135000,AAPL,2023-03-17,135.0,call,2022-12-27,7.0,6.85,7.0,719,7.7,8864,7.7,6.45,4e-05,1.0,0.0,-0.0155,0.0,80 +831,AAPL230317P00135000,AAPL,2023-03-17,135.0,put,2022-12-27,10.85,10.75,10.9,728,10.17,18083,11.65,10.17,0.71087,-0.28399,0.00664,-0.10176,0.2432,80 +832,AAPL230317C00140000,AAPL,2023-03-17,140.0,call,2022-12-27,4.9,4.8,4.95,1857,5.55,24423,5.55,4.48,4e-05,1.0,0.0,-0.01607,0.0,80 +833,AAPL230317P00140000,AAPL,2023-03-17,140.0,put,2022-12-27,13.79,13.7,13.85,712,13.6,19626,14.6,13.45,0.74329,-0.32403,0.00674,-0.11249,0.25794,80 +834,AAPL230317C00145000,AAPL,2023-03-17,145.0,call,2022-12-27,3.3,3.2,3.35,538,3.51,14466,3.51,3.0,4e-05,1.0,0.0,-0.01665,0.0,80 +835,AAPL230317P00145000,AAPL,2023-03-17,145.0,put,2022-12-27,16.8,16.95,17.4,4143,17.25,15663,18.13,16.8,0.78197,-0.36104,0.00667,-0.12294,0.26872,80 +836,AAPL230317C00150000,AAPL,2023-03-17,150.0,call,2022-12-27,2.18,2.11,2.19,1025,2.47,47977,2.47,1.97,4e-05,1.0,0.0,-0.01722,0.0,80 +837,AAPL230317P00150000,AAPL,2023-03-17,150.0,put,2022-12-27,21.1,21.0,21.3,57,20.32,27826,22.0,20.32,0.83218,-0.39358,0.00644,-0.13413,0.27602,80 +838,AAPL230317C00155000,AAPL,2023-03-17,155.0,call,2022-12-27,1.36,1.34,1.4,653,1.54,16067,1.54,1.28,0.05672,0.45302,0.09733,-0.01795,0.28428,80 +839,AAPL230317P00155000,AAPL,2023-03-17,155.0,put,2022-12-27,25.19,25.25,25.7,6317,26.0,25420,26.05,25.08,0.88665,-0.42107,0.00615,-0.1451,0.28064,80 +840,AAPL230317C00160000,AAPL,2023-03-17,160.0,call,2022-12-27,0.85,0.84,0.89,1061,1.03,17810,1.03,0.8,0.09602,0.22321,0.04333,-0.01671,0.21423,80 +841,AAPL230317P00160000,AAPL,2023-03-17,160.0,put,2022-12-27,29.8,29.8,30.3,9,29.0,13647,30.7,29.0,0.94318,-0.44394,0.00584,-0.15572,0.28343,80 +842,AAPL230317C00165000,AAPL,2023-03-17,165.0,call,2022-12-27,0.55,0.54,0.57,357,0.61,20996,0.61,0.52,0.12203,0.12991,0.02415,-0.01381,0.15173,80 +843,AAPL230317P00165000,AAPL,2023-03-17,165.0,put,2022-12-27,34.74,34.7,35.1,5,34.1,4798,34.78,34.1,1.00361,-0.46238,0.00552,-0.16652,0.28499,80 +844,AAPL230317C00170000,AAPL,2023-03-17,170.0,call,2022-12-27,0.36,0.34,0.37,639,0.42,29255,0.42,0.34,0.14187,0.07926,0.0145,-0.01076,0.10593,80 +845,AAPL230317P00170000,AAPL,2023-03-17,170.0,put,2022-12-27,39.87,39.65,40.3,4,40.6,1392,40.6,39.87,1.06724,-0.47689,0.0052,-0.17753,0.28578,80 +846,AAPL230317C00175000,AAPL,2023-03-17,175.0,call,2022-12-27,0.25,0.23,0.25,389,0.28,15595,0.28,0.23,0.1598,0.0514,0.00919,-0.00844,0.07565,80 +847,AAPL230317P00175000,AAPL,2023-03-17,175.0,put,2022-12-27,45.15,44.65,45.25,3,44.97,241,45.15,44.97,1.12324,-0.48982,0.00495,-0.187,0.28617,80 +848,AAPL230317C00180000,AAPL,2023-03-17,180.0,call,2022-12-27,0.17,0.16,0.17,558,0.2,16548,0.21,0.15,0.17544,0.03423,0.00603,-0.00656,0.05444,80 +849,AAPL230317P00180000,AAPL,2023-03-17,180.0,put,2022-12-27,49.8,49.7,50.25,50,49.33,35,50.7,49.31,1.17756,-0.50077,0.00472,-0.19601,0.28626,80 +850,AAPL230317C00185000,AAPL,2023-03-17,185.0,call,2022-12-27,0.12,0.12,0.14,200,0.13,11893,0.14,0.12,0.19314,0.02558,0.0043,-0.0056,0.04275,80 +851,AAPL230317P00185000,AAPL,2023-03-17,185.0,put,2022-12-27,48.0,54.8,55.2,1,48.0,2,48.0,48.0,1.2289,-0.51034,0.00452,-0.20437,0.28617,80 +852,AAPL230317C00190000,AAPL,2023-03-17,190.0,call,2022-12-27,0.08,0.08,0.09,16,0.09,19630,0.1,0.08,0.20344,0.01672,0.00285,-0.00408,0.02983,80 +853,AAPL230317P00190000,AAPL,2023-03-17,190.0,put,2022-12-27,54.4,59.7,60.2,63,54.4,19,54.4,54.4,1.27499,-0.51933,0.00436,-0.21169,0.28593,80 +854,AAPL230317C00195000,AAPL,2023-03-17,195.0,call,2022-12-27,0.06,0.06,0.07,105,0.06,8108,0.07,0.06,0.21702,0.01244,0.00207,-0.00335,0.02313,80 +855,AAPL230317P00195000,AAPL,2023-03-17,195.0,put,2022-12-27,53.85,64.7,65.2,20,53.85,12,53.85,53.85,1.32046,-0.52707,0.0042,-0.21883,0.2856,80 +856,AAPL230317C00200000,AAPL,2023-03-17,200.0,call,2022-12-27,0.07,0.05,0.07,269,0.05,31880,0.07,0.05,0.23464,0.0108,0.00169,-0.00319,0.02046,80 +857,AAPL230317P00200000,AAPL,2023-03-17,200.0,put,2022-12-27,68.3,69.7,70.2,41,67.3,3,68.3,67.0,1.36387,-0.53403,0.00406,-0.22555,0.28522,80 +858,AAPL230317C00210000,AAPL,2023-03-17,210.0,call,2022-12-27,0.02,0.03,0.05,36,0.02,13646,0.03,0.02,0.25974,0.00685,0.00103,-0.00234,0.01371,80 +859,AAPL230317P00210000,AAPL,2023-03-17,210.0,put,2022-12-27,69.65,79.7,80.2,1,69.65,0,69.65,69.65,1.44512,-0.54607,0.00382,-0.23788,0.28435,80 +860,AAPL230317C00220000,AAPL,2023-03-17,220.0,call,2022-12-27,0.02,0.01,0.04,393,0.02,5451,0.02,0.02,0.27943,0.00417,0.00061,-0.00161,0.00882,80 +861,AAPL230317P00220000,AAPL,2023-03-17,220.0,put,2022-12-27,71.2,89.75,90.2,1,71.2,0,71.2,71.2,1.52103,-0.55592,0.00362,-0.24917,0.28345,80 +862,AAPL230317C00230000,AAPL,2023-03-17,230.0,call,2022-12-27,0.02,0.01,0.03,10,0.02,4051,0.02,0.02,0.30346,0.00315,0.00044,-0.00136,0.00687,80 +863,AAPL230317P00230000,AAPL,2023-03-17,230.0,put,2022-12-27,75.1,99.75,100.2,1,75.1,0,75.1,75.1,1.59069,-0.56446,0.00345,-0.25928,0.28252,80 +864,AAPL230317C00240000,AAPL,2023-03-17,240.0,call,2022-12-27,0.02,0.0,0.01,102,0.02,1438,0.02,0.01,0.29484,0.00089,0.00014,-0.00042,0.00218,80 +865,AAPL230317P00240000,AAPL,2023-03-17,240.0,put,2022-12-27,90.5,109.65,110.2,2,90.5,0,90.5,90.5,1.65401,-0.57219,0.00331,-0.26818,0.28156,80 +866,AAPL230317C00250000,AAPL,2023-03-17,250.0,call,2022-12-27,0.01,0.0,0.02,400,0.01,4001,0.01,0.01,0.33779,0.00151,0.0002,-0.00077,0.00352,80 +867,AAPL230317P00250000,AAPL,2023-03-17,250.0,put,2022-12-27,100.32,119.7,120.2,2,101.5,2,101.5,100.32,1.71604,-0.57835,0.00318,-0.27693,0.28073,80 +868,AAPL230317C00260000,AAPL,2023-03-17,260.0,call,2022-12-27,0.01,0.0,0.01,11,0.01,2986,0.01,0.01,0.3429,0.00078,0.00011,-0.00042,0.00192,80 +869,AAPL230317P00260000,AAPL,2023-03-17,260.0,put,2022-12-27,118.9,129.7,130.2,2,118.9,0,118.9,118.9,1.77364,-0.58393,0.00307,-0.28487,0.2799,80 +870,AAPL230317C00270000,AAPL,2023-03-17,270.0,call,2022-12-27,0.01,0.0,0.02,59,0.01,1879,0.01,0.01,0.38578,0.00134,0.00016,-0.00078,0.00316,80 +871,AAPL230317P00270000,AAPL,2023-03-17,270.0,put,2022-12-27,121.05,139.7,140.2,1,121.05,0,121.05,121.05,1.82812,-0.58886,0.00297,-0.29227,0.27913,80 +872,AAPL230317C00280000,AAPL,2023-03-17,280.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,1526,0.01,0.01,0.38677,0.0007,9e-05,-0.00043,0.00174,80 +873,AAPL230317P00280000,AAPL,2023-03-17,280.0,put,2022-12-27,134.4,149.65,150.2,1,134.4,0,134.4,134.4,1.87893,-0.59344,0.00288,-0.299,0.27837,80 +874,AAPL230317C00290000,AAPL,2023-03-17,290.0,call,2022-12-27,0.01,0.0,0.01,1,0.01,626,0.01,0.01,0.4073,0.00067,8e-05,-0.00044,0.00167,80 +875,AAPL230317P00290000,AAPL,2023-03-17,290.0,put,2022-12-27,119.47,159.65,160.2,10,119.45,0,119.47,119.45,1.92822,-0.59734,0.0028,-0.30554,0.2777,80 +876,AAPL230317C00300000,AAPL,2023-03-17,300.0,call,2022-12-27,0.01,0.0,0.01,10,0.01,6097,0.01,0.01,0.42706,0.00064,7e-05,-0.00044,0.0016,80 +877,AAPL230317P00300000,AAPL,2023-03-17,300.0,put,2022-12-27,153.3,169.7,170.2,69,154.15,0,154.15,153.3,1.97605,-0.60065,0.00272,-0.31188,0.2771,80 +878,AAPL230421C00050000,AAPL,2023-04-21,50.0,call,2022-12-27,80.7,80.4,81.0,6,80.7,716,80.7,80.7,4e-05,1.0,0.0,-0.00572,0.0,115 +879,AAPL230421P00050000,AAPL,2023-04-21,50.0,put,2022-12-27,0.06,0.06,0.08,91,0.08,5228,0.08,0.06,0.79731,-0.00297,0.00013,-0.00264,0.00779,115 +880,AAPL230421C00060000,AAPL,2023-04-21,60.0,call,2022-12-27,70.0,70.65,71.2,1,70.0,50,70.0,70.0,4e-05,1.0,0.0,-0.00686,0.0,115 +881,AAPL230421P00060000,AAPL,2023-04-21,60.0,put,2022-12-27,0.15,0.12,0.15,31,0.15,2299,0.15,0.14,0.73078,-0.00589,0.00027,-0.00445,0.01439,115 +882,AAPL230421C00070000,AAPL,2023-04-21,70.0,call,2022-12-27,62.15,60.95,61.5,2,62.15,143,62.15,62.15,4e-05,1.0,0.0,-0.008,0.0,115 +883,AAPL230421P00070000,AAPL,2023-04-21,70.0,put,2022-12-27,0.29,0.26,0.3,179,0.28,4010,0.29,0.28,0.68661,-0.01207,0.00053,-0.00781,0.027,115 +884,AAPL230421C00075000,AAPL,2023-04-21,75.0,call,2022-12-27,56.25,56.1,56.7,2,56.3,67,56.3,56.25,4e-05,1.0,0.0,-0.00858,0.0,115 +885,AAPL230421P00075000,AAPL,2023-04-21,75.0,put,2022-12-27,0.4,0.38,0.41,67,0.39,1410,0.41,0.39,0.66769,-0.01683,0.00073,-0.0101,0.03596,115 +886,AAPL230421C00080000,AAPL,2023-04-21,80.0,call,2022-12-27,65.0,51.35,51.95,1,65.0,77,65.0,65.0,4e-05,1.0,0.0,-0.00915,0.0,115 +887,AAPL230421P00080000,AAPL,2023-04-21,80.0,put,2022-12-27,0.54,0.51,0.56,106,0.53,2905,0.59,0.53,0.64732,-0.02266,0.00097,-0.01256,0.04629,115 +888,AAPL230421C00085000,AAPL,2023-04-21,85.0,call,2022-12-27,51.31,46.65,47.2,1,51.31,60,51.31,51.31,4e-05,1.0,0.0,-0.00972,0.0,115 +889,AAPL230421P00085000,AAPL,2023-04-21,85.0,put,2022-12-27,0.74,0.74,0.76,13,0.76,1434,0.77,0.74,0.63396,-0.03103,0.00128,-0.01595,0.06019,115 +890,AAPL230421C00090000,AAPL,2023-04-21,90.0,call,2022-12-27,42.5,41.95,42.5,9,42.5,22,42.5,42.5,4e-05,1.0,0.0,-0.01029,0.0,115 +891,AAPL230421P00090000,AAPL,2023-04-21,90.0,put,2022-12-27,1.02,1.02,1.07,25,0.97,3648,1.11,0.97,0.62336,-0.04197,0.00167,-0.02003,0.07708,115 +892,AAPL230421C00095000,AAPL,2023-04-21,95.0,call,2022-12-27,37.95,37.55,37.8,41,37.8,63,37.95,37.75,4e-05,1.0,0.0,-0.01086,0.0,115 +893,AAPL230421P00095000,AAPL,2023-04-21,95.0,put,2022-12-27,1.4,1.36,1.43,33,1.48,2602,1.51,1.4,0.61016,-0.05476,0.00211,-0.02417,0.09538,115 +894,AAPL230421C00100000,AAPL,2023-04-21,100.0,call,2022-12-27,33.43,33.1,33.55,30,33.42,211,33.5,33.42,4e-05,1.0,0.0,-0.01144,0.0,115 +895,AAPL230421P00100000,AAPL,2023-04-21,100.0,put,2022-12-27,1.92,1.89,1.95,660,1.85,7557,2.08,1.85,0.60497,-0.07213,0.00264,-0.02959,0.11821,115 +896,AAPL230421C00105000,AAPL,2023-04-21,105.0,call,2022-12-27,29.14,28.85,29.1,33,29.0,183,29.14,29.0,4e-05,1.0,0.0,-0.01201,0.0,115 +897,AAPL230421P00105000,AAPL,2023-04-21,105.0,put,2022-12-27,2.5,2.54,2.6,668,2.58,3203,2.73,2.5,0.59956,-0.09255,0.00321,-0.03524,0.14263,115 +898,AAPL230421C00110000,AAPL,2023-04-21,110.0,call,2022-12-27,24.95,24.7,25.2,17,24.95,93,24.95,24.95,4e-05,1.0,0.0,-0.01258,0.0,115 +899,AAPL230421P00110000,AAPL,2023-04-21,110.0,put,2022-12-27,3.37,3.35,3.5,379,3.35,3149,3.65,3.35,0.5978,-0.11712,0.00382,-0.0415,0.16917,115 +900,AAPL230421C00115000,AAPL,2023-04-21,115.0,call,2022-12-27,21.1,20.95,21.3,2,21.1,178,21.1,21.1,4e-05,1.0,0.0,-0.01315,0.0,115 +901,AAPL230421P00115000,AAPL,2023-04-21,115.0,put,2022-12-27,4.52,4.45,4.6,113,4.29,3602,4.82,4.29,0.59963,-0.14575,0.00443,-0.04819,0.19677,115 +902,AAPL230421C00120000,AAPL,2023-04-21,120.0,call,2022-12-27,17.62,17.25,17.6,116,17.62,980,17.8,17.0,4e-05,1.0,0.0,-0.01372,0.0,115 +903,AAPL230421P00120000,AAPL,2023-04-21,120.0,put,2022-12-27,5.9,5.8,5.95,1656,5.65,6526,6.35,5.65,0.60345,-0.17757,0.00501,-0.0549,0.22383,115 +904,AAPL230421C00125000,AAPL,2023-04-21,125.0,call,2022-12-27,14.31,14.15,14.35,28,13.58,959,14.31,13.58,4e-05,1.0,0.0,-0.01429,0.0,115 +905,AAPL230421P00125000,AAPL,2023-04-21,125.0,put,2022-12-27,7.65,7.5,7.65,301,7.15,3355,8.07,7.15,0.6123,-0.2126,0.00551,-0.06184,0.24974,115 +906,AAPL230421C00130000,AAPL,2023-04-21,130.0,call,2022-12-27,11.4,11.2,11.45,388,11.9,1393,11.9,10.75,4e-05,1.0,0.0,-0.01487,0.0,115 +907,AAPL230421P00130000,AAPL,2023-04-21,130.0,put,2022-12-27,9.56,9.5,9.7,3254,9.31,6846,10.2,9.31,0.62405,-0.24921,0.00591,-0.06852,0.27293,115 +908,AAPL230421C00135000,AAPL,2023-04-21,135.0,call,2022-12-27,8.9,8.65,8.8,502,9.25,2530,9.25,8.2,4e-05,1.0,0.0,-0.01544,0.0,115 +909,AAPL230421P00135000,AAPL,2023-04-21,135.0,put,2022-12-27,11.93,11.95,12.15,158,11.95,66583,12.75,11.87,0.64159,-0.28658,0.00617,-0.07522,0.29285,115 +910,AAPL230421C00140000,AAPL,2023-04-21,140.0,call,2022-12-27,6.72,6.45,6.6,268,7.08,3377,7.08,6.15,4e-05,1.0,0.0,-0.01601,0.0,115 +911,AAPL230421P00140000,AAPL,2023-04-21,140.0,put,2022-12-27,14.78,14.75,15.0,245,14.54,7669,15.6,14.52,0.66288,-0.323,0.0063,-0.08157,0.30886,115 +912,AAPL230421C00145000,AAPL,2023-04-21,145.0,call,2022-12-27,4.79,4.7,4.85,632,5.05,3147,5.05,4.45,4e-05,1.0,0.0,-0.01658,0.0,115 +913,AAPL230421P00145000,AAPL,2023-04-21,145.0,put,2022-12-27,18.14,18.05,18.35,184,18.4,8786,19.0,17.94,0.69218,-0.35731,0.00627,-0.08817,0.32102,115 +914,AAPL230421C00150000,AAPL,2023-04-21,150.0,call,2022-12-27,3.42,3.3,3.45,1269,3.55,4880,3.6,3.17,4e-05,1.0,0.0,-0.01715,0.0,115 +915,AAPL230421P00150000,AAPL,2023-04-21,150.0,put,2022-12-27,21.85,21.7,22.05,306,21.8,11967,22.7,21.5,0.72483,-0.38829,0.00615,-0.09448,0.32967,115 +916,AAPL230421C00155000,AAPL,2023-04-21,155.0,call,2022-12-27,2.45,2.32,2.41,215,2.44,3500,2.46,2.2,0.06931,0.50671,0.06689,-0.01905,0.34317,115 +917,AAPL230421P00155000,AAPL,2023-04-21,155.0,put,2022-12-27,25.8,25.75,26.1,49,26.45,4925,26.45,25.8,0.76252,-0.41536,0.00594,-0.10085,0.33546,115 +918,AAPL230421C00160000,AAPL,2023-04-21,160.0,call,2022-12-27,1.62,1.59,1.7,328,1.71,8433,1.71,1.5,0.10319,0.3012,0.03924,-0.01859,0.29967,115 +919,AAPL230421P00160000,AAPL,2023-04-21,160.0,put,2022-12-27,30.35,30.0,30.6,14,30.35,4202,30.45,30.05,0.80441,-0.43832,0.0057,-0.10732,0.33911,115 +920,AAPL230421C00165000,AAPL,2023-04-21,165.0,call,2022-12-27,1.1,1.06,1.17,296,1.16,5264,1.16,1.03,0.12447,0.19452,0.02571,-0.01614,0.23684,115 +921,AAPL230421P00165000,AAPL,2023-04-21,165.0,put,2022-12-27,35.03,34.8,35.25,13,35.1,3149,35.1,34.88,0.85194,-0.45694,0.00541,-0.11423,0.34122,115 +922,AAPL230421C00170000,AAPL,2023-04-21,170.0,call,2022-12-27,0.77,0.73,0.78,264,0.85,5142,0.85,0.7,0.1408,0.12912,0.01738,-0.01329,0.18114,115 +923,AAPL230421P00170000,AAPL,2023-04-21,170.0,put,2022-12-27,39.8,39.65,40.25,1,39.8,2831,39.8,39.8,0.9013,-0.47203,0.00513,-0.12117,0.34237,115 +924,AAPL230421C00175000,AAPL,2023-04-21,175.0,call,2022-12-27,0.52,0.5,0.54,73,0.57,4297,0.57,0.48,0.15484,0.08786,0.01197,-0.01073,0.13722,115 +925,AAPL230421P00175000,AAPL,2023-04-21,175.0,put,2022-12-27,43.01,44.65,45.3,1548,43.65,108,43.73,43.01,0.95028,-0.48445,0.00488,-0.1279,0.34296,115 +926,AAPL230421C00180000,AAPL,2023-04-21,180.0,call,2022-12-27,0.35,0.35,0.38,129,0.4,6115,0.4,0.33,0.16727,0.06097,0.00838,-0.00859,0.10377,115 +927,AAPL230421P00180000,AAPL,2023-04-21,180.0,put,2022-12-27,48.75,49.65,50.25,2,48.75,12,48.75,48.75,0.99483,-0.49552,0.00466,-0.13387,0.3432,115 +928,AAPL230421C00185000,AAPL,2023-04-21,185.0,call,2022-12-27,0.27,0.24,0.28,51,0.26,3026,0.27,0.24,0.17857,0.04307,0.00596,-0.00684,0.07871,115 +929,AAPL230421P00185000,AAPL,2023-04-21,185.0,put,2022-12-27,49.5,54.65,55.25,504,49.7,5,49.7,49.5,1.03771,-0.50506,0.00447,-0.13952,0.34319,115 +930,AAPL230421C00190000,AAPL,2023-04-21,190.0,call,2022-12-27,0.19,0.17,0.21,81,0.22,1962,0.22,0.19,0.18932,0.03118,0.00431,-0.00551,0.06044,115 +931,AAPL230421P00190000,AAPL,2023-04-21,190.0,put,2022-12-27,47.0,59.65,60.25,170,48.3,0,49.1,46.4,1.0783,-0.51353,0.0043,-0.14477,0.34302,115 +932,AAPL230421C00195000,AAPL,2023-04-21,195.0,call,2022-12-27,0.15,0.12,0.16,3,0.14,2588,0.15,0.14,0.19909,0.02278,0.00316,-0.00441,0.04651,115 +933,AAPL230421P00195000,AAPL,2023-04-21,195.0,put,2022-12-27,46.85,64.65,65.25,10,46.86,0,46.86,46.85,1.11698,-0.52107,0.00415,-0.14969,0.34274,115 +934,AAPL230421C00200000,AAPL,2023-04-21,200.0,call,2022-12-27,0.1,0.09,0.12,1,0.1,2268,0.1,0.1,0.2084,0.01694,0.00234,-0.00357,0.03617,115 +935,AAPL230421P00200000,AAPL,2023-04-21,200.0,put,2022-12-27,52.6,69.65,70.25,57,52.6,0,52.6,52.6,1.15391,-0.52784,0.00401,-0.15431,0.34238,115 +936,AAPL230421C00205000,AAPL,2023-04-21,205.0,call,2022-12-27,0.1,0.05,0.1,6,0.08,972,0.1,0.08,0.21549,0.01217,0.00171,-0.00276,0.0272,115 +937,AAPL230421P00205000,AAPL,2023-04-21,205.0,put,2022-12-27,57.9,74.65,75.25,117,57.9,0,57.9,57.9,1.18923,-0.53396,0.00389,-0.15867,0.34197,115 +938,AAPL230421C00210000,AAPL,2023-04-21,210.0,call,2022-12-27,0.09,0.04,0.08,10,0.1,795,0.1,0.09,0.22495,0.00957,0.00133,-0.00232,0.02207,115 +939,AAPL230421P00210000,AAPL,2023-04-21,210.0,put,2022-12-27,51.2,79.65,80.25,4,51.6,0,51.6,51.2,1.22311,-0.53952,0.00377,-0.16279,0.34153,115 +940,AAPL230421C00215000,AAPL,2023-04-21,215.0,call,2022-12-27,0.07,0.04,0.07,1,0.07,576,0.07,0.07,0.23746,0.00845,0.00113,-0.00219,0.01978,115 +941,AAPL230421P00215000,AAPL,2023-04-21,215.0,put,2022-12-27,63.91,84.65,85.2,1,63.91,0,63.91,63.91,1.25492,-0.54478,0.00367,-0.16659,0.34105,115 +942,AAPL230421C00220000,AAPL,2023-04-21,220.0,call,2022-12-27,0.06,0.02,0.06,16,0.07,806,0.07,0.06,0.24288,0.00619,0.00084,-0.00169,0.01503,115 +943,AAPL230421P00220000,AAPL,2023-04-21,220.0,put,2022-12-27,78.67,89.65,90.2,10,78.67,0,78.67,78.67,1.28635,-0.5494,0.00358,-0.17032,0.34058,115 +944,AAPL230421C00225000,AAPL,2023-04-21,225.0,call,2022-12-27,0.04,0.02,0.05,1,0.04,1179,0.04,0.04,0.2528,0.00529,0.0007,-0.00153,0.01309,115 +945,AAPL230421P00225000,AAPL,2023-04-21,225.0,put,2022-12-27,0.0,94.65,95.2,0,0.0,0,0.0,0.0,1.31657,-0.55367,0.00349,-0.17387,0.34011,115 +946,AAPL230421C00230000,AAPL,2023-04-21,230.0,call,2022-12-27,0.04,0.01,0.04,2,0.04,693,0.04,0.04,0.25677,0.00383,0.00052,-0.00116,0.0098,115 +947,AAPL230421P00230000,AAPL,2023-04-21,230.0,put,2022-12-27,89.1,99.65,100.2,0,89.1,0,89.1,89.1,1.34579,-0.5576,0.00341,-0.17727,0.33963,115 +948,AAPL230421C00235000,AAPL,2023-04-21,235.0,call,2022-12-27,0.03,0.02,0.04,1,0.03,1354,0.03,0.03,0.27401,0.00428,0.00053,-0.00136,0.01082,115 +949,AAPL230421P00235000,AAPL,2023-04-21,235.0,put,2022-12-27,0.0,104.65,105.25,0,0.0,0,0.0,0.0,1.37486,-0.56101,0.00333,-0.18065,0.3392,115 +950,AAPL230421C00240000,AAPL,2023-04-21,240.0,call,2022-12-27,0.03,0.0,0.05,1,0.03,428,0.03,0.03,0.28103,0.00354,0.00044,-0.00117,0.00913,115 +951,AAPL230421P00240000,AAPL,2023-04-21,240.0,put,2022-12-27,88.2,109.65,110.25,1,88.2,0,88.2,88.2,1.40224,-0.56437,0.00326,-0.18378,0.33874,115 +952,AAPL230421C00245000,AAPL,2023-04-21,245.0,call,2022-12-27,0.03,0.0,0.04,482,0.03,670,0.03,0.03,0.28652,0.00283,0.00035,-0.00098,0.00747,115 +953,AAPL230421P00245000,AAPL,2023-04-21,245.0,put,2022-12-27,0.0,114.65,115.2,0,0.0,0,0.0,0.0,1.42803,-0.5677,0.0032,-0.18664,0.33826,115 +954,AAPL230421C00250000,AAPL,2023-04-21,250.0,call,2022-12-27,0.01,0.01,0.03,8,0.01,406,0.01,0.01,0.29766,0.00273,0.00033,-0.00098,0.00724,115 +955,AAPL230421P00250000,AAPL,2023-04-21,250.0,put,2022-12-27,81.35,119.6,120.25,2,81.25,0,81.35,81.25,1.45382,-0.5706,0.00314,-0.18953,0.33783,115 +956,AAPL230421C00255000,AAPL,2023-04-21,255.0,call,2022-12-27,0.03,0.0,0.03,10,0.03,448,0.03,0.03,0.30064,0.00208,0.00025,-0.00077,0.00564,115 +957,AAPL230421P00255000,AAPL,2023-04-21,255.0,put,2022-12-27,116.25,124.65,125.25,1,116.25,0,116.25,116.25,1.47961,-0.57311,0.00308,-0.19244,0.33744,115 +958,AAPL230421C00260000,AAPL,2023-04-21,260.0,call,2022-12-27,0.02,0.0,0.03,50,0.02,2006,0.02,0.02,0.31109,0.00202,0.00024,-0.00078,0.0055,115 +959,AAPL230421P00260000,AAPL,2023-04-21,260.0,put,2022-12-27,0.0,129.6,130.25,0,0.0,0,0.0,0.0,1.50318,-0.57585,0.00303,-0.19498,0.337,115 +960,AAPL230421C00265000,AAPL,2023-04-21,265.0,call,2022-12-27,0.03,0.0,0.03,20,0.03,173,0.03,0.03,0.32124,0.00196,0.00023,-0.00078,0.00535,115 +961,AAPL230421P00265000,AAPL,2023-04-21,265.0,put,2022-12-27,96.0,134.6,135.25,2,96.05,0,96.05,96.0,1.52691,-0.57821,0.00298,-0.19758,0.3366,115 +962,AAPL230421C00270000,AAPL,2023-04-21,270.0,call,2022-12-27,0.03,0.0,0.03,2,0.03,420,0.03,0.03,0.33115,0.00191,0.00021,-0.00078,0.00522,115 +963,AAPL230421P00270000,AAPL,2023-04-21,270.0,put,2022-12-27,0.0,139.6,140.25,0,0.0,0,0.0,0.0,1.55003,-0.58043,0.00293,-0.20008,0.33622,115 +964,AAPL230421C00275000,AAPL,2023-04-21,275.0,call,2022-12-27,0.04,0.0,0.03,4,0.04,408,0.04,0.04,0.34092,0.00186,0.0002,-0.00079,0.00511,115 +965,AAPL230421P00275000,AAPL,2023-04-21,275.0,put,2022-12-27,100.6,144.6,145.25,4,100.6,0,100.75,100.6,1.57253,-0.58251,0.00289,-0.2025,0.33585,115 +966,AAPL230421C00280000,AAPL,2023-04-21,280.0,call,2022-12-27,0.01,0.0,0.03,2,0.01,527,0.01,0.01,0.35038,0.00181,0.00019,-0.00079,0.00499,115 +967,AAPL230421P00280000,AAPL,2023-04-21,280.0,put,2022-12-27,139.24,149.6,150.25,29,138.51,0,139.24,138.51,1.59451,-0.58447,0.00284,-0.20485,0.3355,115 +968,AAPL230421C00290000,AAPL,2023-04-21,290.0,call,2022-12-27,0.03,0.0,0.02,14,0.03,733,0.03,0.03,0.35664,0.00122,0.00013,-0.00056,0.00348,115 +969,AAPL230421P00290000,AAPL,2023-04-21,290.0,put,2022-12-27,147.97,159.6,160.25,20,148.0,0,148.0,147.97,1.63692,-0.58804,0.00276,-0.20934,0.33483,115 +970,AAPL230421C00300000,AAPL,2023-04-21,300.0,call,2022-12-27,0.01,0.0,0.02,100,0.01,1320,0.01,0.01,0.37388,0.00117,0.00012,-0.00057,0.00336,115 +971,AAPL230421P00300000,AAPL,2023-04-21,300.0,put,2022-12-27,154.9,169.6,170.25,1,154.9,0,154.9,154.9,1.67744,-0.59121,0.00269,-0.21357,0.33421,115 +972,AAPL230519C00060000,AAPL,2023-05-19,60.0,call,2022-12-27,72.55,70.8,71.45,10,72.55,2680,72.55,72.55,4e-05,1.0,0.0,-0.00684,0.0,143 +973,AAPL230519P00060000,AAPL,2023-05-19,60.0,put,2022-12-27,0.22,0.2,0.23,12,0.23,1620,0.23,0.22,0.69958,-0.00837,0.00034,-0.00518,0.02188,143 +974,AAPL230519C00065000,AAPL,2023-05-19,65.0,call,2022-12-27,66.05,66.0,66.6,2,65.9,2758,66.05,65.9,4e-05,1.0,0.0,-0.00741,0.0,143 +975,AAPL230519P00065000,AAPL,2023-05-19,65.0,put,2022-12-27,0.3,0.29,0.33,14,0.31,1368,0.32,0.3,0.68058,-0.01194,0.00048,-0.00685,0.02983,143 +976,AAPL230519C00070000,AAPL,2023-05-19,70.0,call,2022-12-27,60.5,61.25,61.8,2,60.5,2028,60.5,60.5,4e-05,1.0,0.0,-0.00798,0.0,143 +977,AAPL230519P00070000,AAPL,2023-05-19,70.0,put,2022-12-27,0.42,0.42,0.45,2,0.42,2745,0.42,0.42,0.66242,-0.01655,0.00065,-0.00881,0.03953,143 +978,AAPL230519C00075000,AAPL,2023-05-19,75.0,call,2022-12-27,55.85,56.45,57.1,2,55.8,929,55.85,55.8,4e-05,1.0,0.0,-0.00855,0.0,143 +979,AAPL230519P00075000,AAPL,2023-05-19,75.0,put,2022-12-27,0.58,0.59,0.61,40,0.65,2799,0.65,0.58,0.64587,-0.02252,0.00086,-0.01113,0.05135,143 +980,AAPL230519C00080000,AAPL,2023-05-19,80.0,call,2022-12-27,51.15,51.8,52.35,2,51.1,1214,51.15,51.1,4e-05,1.0,0.0,-0.00912,0.0,143 +981,AAPL230519P00080000,AAPL,2023-05-19,80.0,put,2022-12-27,0.81,0.81,0.83,73,0.78,905,0.88,0.78,0.63145,-0.03022,0.00113,-0.01387,0.06567,143 +982,AAPL230519C00085000,AAPL,2023-05-19,85.0,call,2022-12-27,46.85,47.15,47.7,284,48.0,2085,48.2,46.75,4e-05,1.0,0.0,-0.00969,0.0,143 +983,AAPL230519P00085000,AAPL,2023-05-19,85.0,put,2022-12-27,1.08,1.09,1.12,4,1.19,1400,1.19,1.08,0.61848,-0.03987,0.00145,-0.017,0.08245,143 +984,AAPL230519C00090000,AAPL,2023-05-19,90.0,call,2022-12-27,43.0,42.65,43.2,170,44.01,8138,44.01,42.95,4e-05,1.0,0.0,-0.01026,0.0,143 +985,AAPL230519P00090000,AAPL,2023-05-19,90.0,put,2022-12-27,1.46,1.46,1.5,40,1.42,599,1.6,1.42,0.6078,-0.05197,0.00182,-0.02059,0.10204,143 +986,AAPL230519C00095000,AAPL,2023-05-19,95.0,call,2022-12-27,38.75,38.3,38.65,77,38.65,1239,38.75,37.65,4e-05,1.0,0.0,-0.01083,0.0,143 +987,AAPL230519P00095000,AAPL,2023-05-19,95.0,put,2022-12-27,1.98,1.95,1.99,7,1.88,918,2.01,1.88,0.59971,-0.06696,0.00226,-0.02469,0.12448,143 +988,AAPL230519C00100000,AAPL,2023-05-19,100.0,call,2022-12-27,34.1,34.0,34.4,93,33.9,1490,34.39,33.64,4e-05,1.0,0.0,-0.0114,0.0,143 +989,AAPL230519P00100000,AAPL,2023-05-19,100.0,put,2022-12-27,2.58,2.56,2.61,86,2.46,5782,2.76,2.46,0.59277,-0.08476,0.00273,-0.02907,0.14897,143 +990,AAPL230519C00105000,AAPL,2023-05-19,105.0,call,2022-12-27,30.3,29.9,30.15,51,29.85,450,30.3,29.85,4e-05,1.0,0.0,-0.01197,0.0,143 +991,AAPL230519P00105000,AAPL,2023-05-19,105.0,put,2022-12-27,3.43,3.3,3.4,9,3.4,3070,3.43,3.35,0.58743,-0.10562,0.00324,-0.03372,0.17519,143 +992,AAPL230519C00110000,AAPL,2023-05-19,110.0,call,2022-12-27,26.35,25.9,26.2,310,25.55,488,26.35,25.55,4e-05,1.0,0.0,-0.01254,0.0,143 +993,AAPL230519P00110000,AAPL,2023-05-19,110.0,put,2022-12-27,4.28,4.3,4.4,105,4.37,2487,4.55,4.28,0.58666,-0.13037,0.00377,-0.0389,0.20335,143 +994,AAPL230519C00115000,AAPL,2023-05-19,115.0,call,2022-12-27,22.45,22.2,22.5,19,21.5,704,22.6,21.5,4e-05,1.0,0.0,-0.01311,0.0,143 +995,AAPL230519P00115000,AAPL,2023-05-19,115.0,put,2022-12-27,5.55,5.45,5.6,68,5.41,3026,5.8,5.41,0.58575,-0.15755,0.00429,-0.04389,0.23107,143 +996,AAPL230519C00120000,AAPL,2023-05-19,120.0,call,2022-12-27,19.12,18.75,19.0,30,18.75,799,19.12,18.72,4e-05,1.0,0.0,-0.01368,0.0,143 +997,AAPL230519P00120000,AAPL,2023-05-19,120.0,put,2022-12-27,7.0,6.9,7.1,88,7.15,1809,7.4,6.83,0.58933,-0.18799,0.00477,-0.04915,0.25864,143 +998,AAPL230519C00125000,AAPL,2023-05-19,125.0,call,2022-12-27,15.86,15.65,15.8,28,15.01,1226,15.86,15.01,4e-05,1.0,0.0,-0.01425,0.0,143 +999,AAPL230519P00125000,AAPL,2023-05-19,125.0,put,2022-12-27,8.75,8.65,8.85,145,8.55,5034,9.2,8.55,0.59505,-0.22042,0.00519,-0.05425,0.28437,143 +1000,AAPL230519C00130000,AAPL,2023-05-19,130.0,call,2022-12-27,12.82,12.7,12.9,111,12.8,1734,12.95,12.3,4e-05,1.0,0.0,-0.01482,0.0,143 +1001,AAPL230519P00130000,AAPL,2023-05-19,130.0,put,2022-12-27,10.85,10.7,10.95,1587,10.52,56639,11.4,10.52,0.60421,-0.25428,0.00553,-0.05923,0.3076,143 +1002,AAPL230519C00135000,AAPL,2023-05-19,135.0,call,2022-12-27,10.23,10.15,10.35,518,10.05,976,10.42,9.7,4e-05,1.0,0.0,-0.01539,0.0,143 +1003,AAPL230519P00135000,AAPL,2023-05-19,135.0,put,2022-12-27,13.12,13.05,13.3,641,12.64,21836,13.9,12.64,0.61474,-0.28835,0.00579,-0.06376,0.32751,143 +1004,AAPL230519C00140000,AAPL,2023-05-19,140.0,call,2022-12-27,8.08,7.9,8.1,258,8.0,2907,8.2,7.6,4e-05,1.0,0.0,-0.01596,0.0,143 +1005,AAPL230519P00140000,AAPL,2023-05-19,140.0,put,2022-12-27,15.95,15.9,16.1,94,16.05,3284,16.65,15.86,0.63259,-0.32218,0.00591,-0.06854,0.34405,143 +1006,AAPL230519C00145000,AAPL,2023-05-19,145.0,call,2022-12-27,6.2,6.05,6.25,175,6.0,7144,6.22,5.8,4e-05,1.0,0.0,-0.01653,0.0,143 +1007,AAPL230519P00145000,AAPL,2023-05-19,145.0,put,2022-12-27,19.1,18.85,19.4,8,18.72,8403,19.1,18.72,0.65243,-0.35425,0.00594,-0.07292,0.35689,143 +1008,AAPL230519C00150000,AAPL,2023-05-19,150.0,call,2022-12-27,4.68,4.55,4.7,144,4.7,5690,4.72,4.35,4e-05,1.0,0.0,-0.0171,0.0,143 +1009,AAPL230519P00150000,AAPL,2023-05-19,150.0,put,2022-12-27,22.63,22.5,22.9,51,22.94,6718,23.6,22.63,0.6789,-0.3837,0.00586,-0.07754,0.36635,143 +1010,AAPL230519C00155000,AAPL,2023-05-19,155.0,call,2022-12-27,3.5,3.35,3.5,60,3.45,3682,3.5,3.23,0.08457,0.53017,0.04903,-0.02028,0.38163,143 +1011,AAPL230519P00155000,AAPL,2023-05-19,155.0,put,2022-12-27,26.78,26.4,26.8,1,26.78,2476,26.78,26.78,0.70881,-0.40994,0.00572,-0.08208,0.37293,143 +1012,AAPL230519C00160000,AAPL,2023-05-19,160.0,call,2022-12-27,2.55,2.45,2.55,67,2.52,3037,2.55,2.45,0.11349,0.35392,0.03416,-0.02014,0.35677,143 +1013,AAPL230519P00160000,AAPL,2023-05-19,160.0,put,2022-12-27,30.88,30.65,31.0,3900,29.46,1077,30.88,29.4,0.74268,-0.43261,0.00552,-0.08673,0.37725,143 +1014,AAPL230519C00165000,AAPL,2023-05-19,165.0,call,2022-12-27,1.83,1.78,1.86,47,1.95,1472,1.95,1.73,0.13332,0.24944,0.02482,-0.0184,0.3045,143 +1015,AAPL230519P00165000,AAPL,2023-05-19,165.0,put,2022-12-27,35.2,35.0,35.55,9,35.2,573,35.68,35.2,0.77854,-0.45196,0.0053,-0.09133,0.37995,143 +1016,AAPL230519C00170000,AAPL,2023-05-19,170.0,call,2022-12-27,1.33,1.29,1.35,50,1.33,1399,1.34,1.26,0.14851,0.17898,0.01835,-0.01604,0.25084,143 +1017,AAPL230519P00170000,AAPL,2023-05-19,170.0,put,2022-12-27,38.3,39.7,40.3,5,38.3,574,38.3,38.3,0.81806,-0.46784,0.00507,-0.09619,0.38148,143 +1018,AAPL230519C00175000,AAPL,2023-05-19,175.0,call,2022-12-27,0.97,0.93,1.03,32,1.01,1374,1.01,0.9,0.16209,0.1314,0.01371,-0.0138,0.20445,143 +1019,AAPL230519P00175000,AAPL,2023-05-19,175.0,put,2022-12-27,32.35,44.65,45.25,7,32.35,717,32.35,32.35,0.86056,-0.48052,0.00483,-0.1013,0.38227,143 +1020,AAPL230519C00180000,AAPL,2023-05-19,180.0,call,2022-12-27,0.72,0.67,0.77,39,0.75,2146,0.75,0.66,0.17315,0.09655,0.0103,-0.01156,0.16408,143 +1021,AAPL230519P00180000,AAPL,2023-05-19,180.0,put,2022-12-27,50.1,49.65,50.3,4,50.1,21,50.1,50.1,0.90244,-0.4911,0.00461,-0.10624,0.38263,143 +1022,AAPL230519C00185000,AAPL,2023-05-19,185.0,call,2022-12-27,0.54,0.49,0.58,158,0.53,1140,0.54,0.53,0.18322,0.07177,0.00779,-0.00962,0.13131,143 +1023,AAPL230519P00185000,AAPL,2023-05-19,185.0,put,2022-12-27,40.43,54.6,55.25,3,40.43,0,40.43,40.43,0.94006,-0.50082,0.00442,-0.11056,0.38273,143 +1024,AAPL230519C00190000,AAPL,2023-05-19,190.0,call,2022-12-27,0.38,0.33,0.44,55,0.36,1378,0.39,0.36,0.19085,0.05231,0.00584,-0.00773,0.10257,143 +1025,AAPL230519P00190000,AAPL,2023-05-19,190.0,put,2022-12-27,58.85,59.6,60.25,2,58.85,0,58.85,58.85,0.97698,-0.50914,0.00426,-0.11474,0.38263,143 +1026,AAPL230519C00195000,AAPL,2023-05-19,195.0,call,2022-12-27,0.29,0.28,0.31,21,0.29,1036,0.29,0.29,0.19993,0.03996,0.00449,-0.00645,0.0826,143 +1027,AAPL230519P00195000,AAPL,2023-05-19,195.0,put,2022-12-27,59.2,64.65,65.25,2,59.25,0,59.25,59.2,1.01284,-0.51637,0.0041,-0.11875,0.3824,143 +1028,AAPL230519C00200000,AAPL,2023-05-19,200.0,call,2022-12-27,0.24,0.19,0.24,2,0.24,1695,0.24,0.24,0.20634,0.02946,0.00339,-0.00514,0.06429,143 +1029,AAPL230519P00200000,AAPL,2023-05-19,200.0,put,2022-12-27,70.9,69.6,70.25,2,70.95,0,70.95,70.9,1.0458,-0.52317,0.00397,-0.12234,0.38208,143 +1030,AAPL230519C00205000,AAPL,2023-05-19,205.0,call,2022-12-27,0.21,0.14,0.19,2,0.21,379,0.21,0.21,0.21381,0.0226,0.00262,-0.00423,0.05152,143 +1031,AAPL230519P00205000,AAPL,2023-05-19,205.0,put,2022-12-27,73.8,74.6,75.25,2,73.8,0,73.8,73.8,1.078,-0.52915,0.00385,-0.12582,0.3817,143 +1032,AAPL230519C00210000,AAPL,2023-05-19,210.0,call,2022-12-27,0.22,0.1,0.15,1,0.22,1511,0.22,0.22,0.22022,0.0172,0.00202,-0.00344,0.04086,143 +1033,AAPL230519P00210000,AAPL,2023-05-19,210.0,put,2022-12-27,65.9,79.6,80.25,2,65.95,0,65.95,65.9,1.10889,-0.53456,0.00374,-0.1291,0.38129,143 +1034,AAPL230519C00215000,AAPL,2023-05-19,215.0,call,2022-12-27,0.33,0.08,0.13,448,0.37,589,0.37,0.33,0.22915,0.01421,0.00164,-0.00302,0.03468,143 +1035,AAPL230519P00215000,AAPL,2023-05-19,215.0,put,2022-12-27,72.0,84.65,85.25,1,72.0,0,72.0,72.0,1.13926,-0.5393,0.00363,-0.13232,0.38087,143 +1036,AAPL230519C00220000,AAPL,2023-05-19,220.0,call,2022-12-27,0.13,0.06,0.14,17,0.12,46,0.13,0.11,0.24136,0.01303,0.00145,-0.00293,0.03218,143 +1037,AAPL230519P00220000,AAPL,2023-05-19,220.0,put,2022-12-27,83.5,89.6,90.25,2,83.35,0,83.5,83.35,1.16718,-0.544,0.00354,-0.13518,0.3804,143 +1038,AAPL230519C00225000,AAPL,2023-05-19,225.0,call,2022-12-27,0.11,0.04,0.12,3,0.11,31,0.11,0.11,0.24754,0.01042,0.00116,-0.00247,0.02649,143 +1039,AAPL230519P00225000,AAPL,2023-05-19,225.0,put,2022-12-27,78.1,94.6,95.25,2,78.05,0,78.1,78.05,1.1948,-0.54812,0.00346,-0.13801,0.37994,143 +1040,AAPL230519C00230000,AAPL,2023-05-19,230.0,call,2022-12-27,0.08,0.04,0.08,10,0.08,120,0.08,0.08,0.25135,0.0079,0.0009,-0.00196,0.02081,143 +1041,AAPL230519P00230000,AAPL,2023-05-19,230.0,put,2022-12-27,87.95,99.6,100.25,2,88.2,0,88.2,87.95,1.2215,-0.55191,0.00338,-0.14072,0.37948,143 +1042,AAPL230519C00235000,AAPL,2023-05-19,235.0,call,2022-12-27,0.11,0.03,0.07,199,0.11,200,0.11,0.11,0.25791,0.00655,0.00074,-0.0017,0.01763,143 +1043,AAPL230519P00235000,AAPL,2023-05-19,235.0,put,2022-12-27,0.0,104.6,105.25,0,0.0,0,0.0,0.0,1.24737,-0.5554,0.0033,-0.14331,0.37903,143 +1044,AAPL230519C00240000,AAPL,2023-05-19,240.0,call,2022-12-27,0.1,0.02,0.06,277,0.09,247,0.1,0.09,0.26287,0.00525,0.0006,-0.00142,0.01448,143 +1045,AAPL230519P00240000,AAPL,2023-05-19,240.0,put,2022-12-27,107.25,109.6,110.25,1,107.25,0,107.25,107.25,1.27239,-0.55863,0.00323,-0.1458,0.37859,143 +1046,AAPL230519C00245000,AAPL,2023-05-19,245.0,call,2022-12-27,0.03,0.02,0.05,50,0.03,54,0.03,0.03,0.26997,0.00453,0.00051,-0.00128,0.01271,143 +1047,AAPL230519P00245000,AAPL,2023-05-19,245.0,put,2022-12-27,0.0,114.6,115.25,0,0.0,0,0.0,0.0,1.29673,-0.5616,0.00317,-0.14819,0.37815,143 +1048,AAPL230519C00250000,AAPL,2023-05-19,250.0,call,2022-12-27,0.03,0.01,0.05,6,0.03,69,0.03,0.03,0.27615,0.00386,0.00043,-0.00113,0.01101,143 +1049,AAPL230519P00250000,AAPL,2023-05-19,250.0,put,2022-12-27,113.8,119.6,120.25,4,113.8,0,113.8,113.75,1.3203,-0.56438,0.00311,-0.15048,0.37773,143 +1050,AAPL230519C00255000,AAPL,2023-05-19,255.0,call,2022-12-27,0.04,0.01,0.04,4,0.04,128,0.04,0.04,0.28126,0.00321,0.00036,-0.00097,0.00934,143 +1051,AAPL230519P00255000,AAPL,2023-05-19,255.0,put,2022-12-27,109.25,124.6,125.25,1,109.25,2,109.25,109.25,1.34327,-0.56695,0.00305,-0.1527,0.37732,143 +1052,AAPL230519C00260000,AAPL,2023-05-19,260.0,call,2022-12-27,0.05,0.0,0.04,1,0.05,162,0.05,0.05,0.28492,0.00258,0.00029,-0.00081,0.00767,143 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+1059,AAPL230519P00290000,AAPL,2023-05-19,290.0,put,2022-12-27,0.0,159.55,160.25,0,0.0,0,0.0,0.0,1.48762,-0.58099,0.00274,-0.16614,0.37481,143 +1060,AAPL230519C00300000,AAPL,2023-05-19,300.0,call,2022-12-27,0.01,0.0,0.03,1,0.01,269,0.01,0.01,0.34534,0.00167,0.00016,-0.00065,0.00516,143 +1061,AAPL230519P00300000,AAPL,2023-05-19,300.0,put,2022-12-27,164.05,169.6,170.25,2,163.95,0,164.05,163.95,1.52561,-0.58369,0.00267,-0.16962,0.37427,143 +1062,AAPL230616C00060000,AAPL,2023-06-16,60.0,call,2022-12-27,76.5,71.0,71.7,2,76.6,22879,76.6,76.5,4e-05,1.0,0.0,-0.00682,0.0,171 +1063,AAPL230616P00060000,AAPL,2023-06-16,60.0,put,2022-12-27,0.3,0.28,0.3,226,0.3,14082,0.31,0.29,0.66998,-0.01043,0.00039,-0.00546,0.02901,171 +1064,AAPL230616C00065000,AAPL,2023-06-16,65.0,call,2022-12-27,66.0,66.2,66.95,2,66.0,3269,66.0,66.0,4e-05,1.0,0.0,-0.00739,0.0,171 +1065,AAPL230616P00065000,AAPL,2023-06-16,65.0,put,2022-12-27,0.4,0.35,0.43,1,0.4,8677,0.4,0.4,0.64709,-0.01406,0.00053,-0.00682,0.03758,171 +1066,AAPL230616C00070000,AAPL,2023-06-16,70.0,call,2022-12-27,62.35,61.5,62.2,3,62.35,3485,62.35,62.35,4e-05,1.0,0.0,-0.00795,0.0,171 +1067,AAPL230616P00070000,AAPL,2023-06-16,70.0,put,2022-12-27,0.57,0.55,0.58,5,0.61,13751,0.61,0.56,0.63557,-0.01984,0.00072,-0.00896,0.05045,171 +1068,AAPL230616C00075000,AAPL,2023-06-16,75.0,call,2022-12-27,62.43,56.8,57.5,6,61.08,2335,62.95,61.08,4e-05,1.0,0.0,-0.00852,0.0,171 +1069,AAPL230616P00075000,AAPL,2023-06-16,75.0,put,2022-12-27,0.77,0.76,0.79,22,0.8,6423,0.83,0.77,0.62168,-0.02673,0.00095,-0.01122,0.06484,171 +1070,AAPL230616C00080000,AAPL,2023-06-16,80.0,call,2022-12-27,53.55,52.25,52.9,2,53.55,1157,53.55,53.55,4e-05,1.0,0.0,-0.00909,0.0,171 +1071,AAPL230616P00080000,AAPL,2023-06-16,80.0,put,2022-12-27,1.02,1.02,1.11,487,1.01,6906,1.13,1.01,0.61146,-0.03575,0.00123,-0.01399,0.08249,171 +1072,AAPL230616C00085000,AAPL,2023-06-16,85.0,call,2022-12-27,48.4,47.7,48.3,10,48.4,483,48.4,48.4,4e-05,1.0,0.0,-0.00966,0.0,171 +1073,AAPL230616P00085000,AAPL,2023-06-16,85.0,put,2022-12-27,1.39,1.36,1.44,154,1.4,2950,1.43,1.37,0.59872,-0.0461,0.00154,-0.01677,0.10139,171 +1074,AAPL230616C00090000,AAPL,2023-06-16,90.0,call,2022-12-27,45.05,43.35,43.95,4,45.05,2552,45.05,45.05,4e-05,1.0,0.0,-0.01023,0.0,171 +1075,AAPL230616P00090000,AAPL,2023-06-16,90.0,put,2022-12-27,1.78,1.8,1.87,177,1.72,18665,1.95,1.72,0.58857,-0.05891,0.0019,-0.01994,0.12318,171 +1076,AAPL230616C00095000,AAPL,2023-06-16,95.0,call,2022-12-27,40.3,39.0,39.55,12,40.3,859,40.3,40.3,4e-05,1.0,0.0,-0.01079,0.0,171 +1077,AAPL230616P00095000,AAPL,2023-06-16,95.0,put,2022-12-27,2.39,2.35,2.44,118,2.39,11498,2.51,2.37,0.58094,-0.07446,0.00231,-0.02349,0.14769,171 +1078,AAPL230616C00100000,AAPL,2023-06-16,100.0,call,2022-12-27,35.42,34.85,35.4,49,35.6,6802,35.6,33.91,4e-05,1.0,0.0,-0.01136,0.0,171 +1079,AAPL230616P00100000,AAPL,2023-06-16,100.0,put,2022-12-27,3.1,3.0,3.15,362,2.97,33966,3.3,2.97,0.574,-0.09251,0.00275,-0.02719,0.17387,171 +1080,AAPL230616C00105000,AAPL,2023-06-16,105.0,call,2022-12-27,31.25,30.8,31.25,781,29.95,509,31.25,29.95,4e-05,1.0,0.0,-0.01193,0.0,171 +1081,AAPL230616P00105000,AAPL,2023-06-16,105.0,put,2022-12-27,3.95,3.85,4.0,71,4.05,12381,4.05,3.85,0.56942,-0.11357,0.00322,-0.03114,0.20182,171 +1082,AAPL230616C00110000,AAPL,2023-06-16,110.0,call,2022-12-27,27.4,26.9,27.3,7,26.7,4000,27.4,26.7,4e-05,1.0,0.0,-0.0125,0.0,171 +1083,AAPL230616P00110000,AAPL,2023-06-16,110.0,put,2022-12-27,4.95,4.9,5.05,128,4.9,18511,5.3,4.9,0.56728,-0.13762,0.0037,-0.03527,0.23078,171 +1084,AAPL230616C00115000,AAPL,2023-06-16,115.0,call,2022-12-27,23.0,23.25,23.6,9,23.0,1456,23.0,23.0,4e-05,1.0,0.0,-0.01307,0.0,171 +1085,AAPL230616P00115000,AAPL,2023-06-16,115.0,put,2022-12-27,6.25,6.15,6.35,91,6.05,9806,6.55,6.05,0.56736,-0.16441,0.00416,-0.03947,0.25981,171 +1086,AAPL230616C00120000,AAPL,2023-06-16,120.0,call,2022-12-27,20.26,19.95,20.2,22,19.68,2214,20.26,19.5,4e-05,1.0,0.0,-0.01363,0.0,171 +1087,AAPL230616P00120000,AAPL,2023-06-16,120.0,put,2022-12-27,7.65,7.7,7.85,451,7.56,20667,8.2,7.56,0.56973,-0.19354,0.00459,-0.04364,0.28792,171 +1088,AAPL230616C00125000,AAPL,2023-06-16,125.0,call,2022-12-27,16.95,16.8,17.0,119,17.4,2163,17.45,16.2,4e-05,1.0,0.0,-0.0142,0.0,171 +1089,AAPL230616P00125000,AAPL,2023-06-16,125.0,put,2022-12-27,9.37,9.45,9.6,267,9.34,10404,10.01,9.34,0.57293,-0.22418,0.00498,-0.04753,0.31398,171 +1090,AAPL230616C00130000,AAPL,2023-06-16,130.0,call,2022-12-27,14.05,14.0,14.15,2995,14.5,5303,14.5,13.4,4e-05,1.0,0.0,-0.01477,0.0,171 +1091,AAPL230616P00130000,AAPL,2023-06-16,130.0,put,2022-12-27,11.6,11.5,11.75,3244,11.3,64189,12.2,11.3,0.58056,-0.25633,0.00529,-0.05146,0.33779,171 +1092,AAPL230616C00135000,AAPL,2023-06-16,135.0,call,2022-12-27,11.5,11.4,11.55,793,11.78,4248,11.8,10.97,4e-05,1.0,0.0,-0.01534,0.0,171 +1093,AAPL230616P00135000,AAPL,2023-06-16,135.0,put,2022-12-27,13.85,13.9,14.15,329,14.0,31699,14.51,13.85,0.59055,-0.28875,0.00551,-0.05515,0.35838,171 +1094,AAPL230616C00140000,AAPL,2023-06-16,140.0,call,2022-12-27,9.2,9.15,9.3,515,9.5,29203,9.5,8.7,4e-05,1.0,0.0,-0.01591,0.0,171 +1095,AAPL230616P00140000,AAPL,2023-06-16,140.0,put,2022-12-27,16.55,16.6,16.9,108,16.72,45749,17.11,16.5,0.60345,-0.32068,0.00565,-0.05864,0.37549,171 +1096,AAPL230616C00145000,AAPL,2023-06-16,145.0,call,2022-12-27,7.3,7.25,7.45,768,7.3,14292,7.45,7.03,4e-05,1.0,0.0,-0.01647,0.0,171 +1097,AAPL230616P00145000,AAPL,2023-06-16,145.0,put,2022-12-27,19.52,19.7,20.0,186,19.8,20556,20.6,19.52,0.62069,-0.35126,0.0057,-0.0621,0.38909,171 +1098,AAPL230616C00150000,AAPL,2023-06-16,150.0,call,2022-12-27,5.66,5.6,5.75,829,5.9,21297,5.9,5.35,4e-05,1.0,0.0,-0.01704,0.0,171 +1099,AAPL230616P00150000,AAPL,2023-06-16,150.0,put,2022-12-27,23.21,23.25,23.5,115,23.5,27597,24.1,22.98,0.64358,-0.37952,0.00564,-0.06571,0.39929,171 +1100,AAPL230616C00155000,AAPL,2023-06-16,155.0,call,2022-12-27,4.35,4.25,4.45,548,4.4,16931,4.45,4.08,0.09449,0.54558,0.03998,-0.02064,0.41579,171 +1101,AAPL230616P00155000,AAPL,2023-06-16,155.0,put,2022-12-27,27.11,26.85,27.25,69,27.57,11381,27.57,26.82,0.66555,-0.40538,0.00555,-0.06883,0.4067,171 +1102,AAPL230616C00160000,AAPL,2023-06-16,160.0,call,2022-12-27,3.35,3.2,3.4,464,3.4,29333,3.49,3.1,0.12035,0.38985,0.03038,-0.02068,0.40247,171 +1103,AAPL230616P00160000,AAPL,2023-06-16,160.0,put,2022-12-27,31.1,30.9,31.35,64,32.1,11007,32.1,31.1,0.69324,-0.42797,0.0054,-0.07227,0.41168,171 +1104,AAPL230616C00165000,AAPL,2023-06-16,165.0,call,2022-12-27,2.58,2.43,2.53,379,2.5,11769,2.58,2.35,0.13798,0.28825,0.02358,-0.01926,0.35808,171 +1105,AAPL230616P00165000,AAPL,2023-06-16,165.0,put,2022-12-27,35.45,35.2,35.7,33,36.1,5726,36.1,34.85,0.72346,-0.44747,0.00521,-0.07573,0.41489,171 +1106,AAPL230616C00170000,AAPL,2023-06-16,170.0,call,2022-12-27,1.9,1.82,1.91,411,1.96,20624,1.96,1.77,0.15194,0.21619,0.01839,-0.01727,0.30751,171 +1107,AAPL230616P00170000,AAPL,2023-06-16,170.0,put,2022-12-27,40.38,39.8,40.45,1,40.38,8416,40.38,40.38,0.75886,-0.46331,0.00499,-0.07962,0.41675,171 +1108,AAPL230616C00175000,AAPL,2023-06-16,175.0,call,2022-12-27,1.42,1.37,1.48,229,1.61,30868,1.61,1.33,0.1643,0.16461,0.01438,-0.01524,0.26002,171 +1109,AAPL230616P00175000,AAPL,2023-06-16,175.0,put,2022-12-27,45.0,44.6,45.35,4,45.05,3779,45.05,45.0,0.79578,-0.47636,0.00477,-0.08357,0.41779,171 +1110,AAPL230616C00180000,AAPL,2023-06-16,180.0,call,2022-12-27,1.04,1.02,1.1,2638,1.16,25254,1.16,1.0,0.17345,0.12397,0.01125,-0.01296,0.21471,171 +1111,AAPL230616P00180000,AAPL,2023-06-16,180.0,put,2022-12-27,49.81,49.55,50.35,2564,50.0,13093,50.95,49.81,0.8334,-0.48708,0.00456,-0.08752,0.4183,171 +1112,AAPL230616C00185000,AAPL,2023-06-16,185.0,call,2022-12-27,0.82,0.77,0.82,91,0.91,11821,0.91,0.76,0.18185,0.09399,0.00879,-0.01093,0.17592,171 +1113,AAPL230616P00185000,AAPL,2023-06-16,185.0,put,2022-12-27,53.26,54.55,55.35,3,53.26,9,53.26,53.26,0.86948,-0.49633,0.00437,-0.09124,0.4185,171 +1114,AAPL230616C00190000,AAPL,2023-06-16,190.0,call,2022-12-27,0.61,0.59,0.65,430,0.64,9633,0.64,0.57,0.19093,0.07326,0.00694,-0.00937,0.14586,171 +1115,AAPL230616P00190000,AAPL,2023-06-16,190.0,put,2022-12-27,56.6,59.55,60.3,8,56.6,199,56.6,56.5,0.90313,-0.50466,0.00421,-0.09463,0.41849,171 +1116,AAPL230616C00195000,AAPL,2023-06-16,195.0,call,2022-12-27,0.48,0.45,0.49,21,0.48,40618,0.48,0.45,0.19787,0.05613,0.00545,-0.0078,0.11858,171 +1117,AAPL230616P00195000,AAPL,2023-06-16,195.0,put,2022-12-27,64.28,64.55,65.3,5,64.28,3,64.28,64.28,0.93578,-0.51192,0.00406,-0.09788,0.41834,171 +1118,AAPL230616C00200000,AAPL,2023-06-16,200.0,call,2022-12-27,0.37,0.35,0.39,80,0.39,13337,0.39,0.35,0.2055,0.04418,0.00433,-0.00663,0.09799,171 +1119,AAPL230616P00200000,AAPL,2023-06-16,200.0,put,2022-12-27,69.06,69.5,70.35,3,68.95,233,69.14,68.95,0.96699,-0.5184,0.00393,-0.10093,0.41808,171 +1120,AAPL230616C00210000,AAPL,2023-06-16,210.0,call,2022-12-27,0.23,0.19,0.25,17,0.25,11397,0.25,0.22,0.21732,0.02671,0.00271,-0.00457,0.06481,171 +1121,AAPL230616P00210000,AAPL,2023-06-16,210.0,put,2022-12-27,78.55,79.55,80.3,10,78.55,171,78.55,78.55,1.02558,-0.52952,0.0037,-0.10652,0.41738,171 +1122,AAPL230616C00220000,AAPL,2023-06-16,220.0,call,2022-12-27,0.14,0.12,0.15,17,0.17,7375,0.17,0.14,0.22816,0.01657,0.00172,-0.00316,0.04327,171 +1123,AAPL230616P00220000,AAPL,2023-06-16,220.0,put,2022-12-27,80.95,89.55,90.3,1,80.95,0,80.95,80.95,1.07983,-0.53867,0.00351,-0.11156,0.41656,171 +1124,AAPL230616C00230000,AAPL,2023-06-16,230.0,call,2022-12-27,0.11,0.1,0.12,7,0.1,4430,0.11,0.1,0.24601,0.01294,0.00129,-0.00273,0.03498,171 +1125,AAPL230616P00230000,AAPL,2023-06-16,230.0,put,2022-12-27,90.07,99.55,100.3,2,90.06,0,90.07,90.06,1.13041,-0.54631,0.00334,-0.11615,0.4157,171 +1126,AAPL230616C00240000,AAPL,2023-06-16,240.0,call,2022-12-27,0.09,0.04,0.09,3,0.09,7781,0.09,0.09,0.25219,0.00785,0.00081,-0.0018,0.02262,171 +1127,AAPL230616P00240000,AAPL,2023-06-16,240.0,put,2022-12-27,89.45,109.55,110.35,10,89.45,0,89.45,89.45,1.1784,-0.55258,0.0032,-0.12043,0.41488,171 +1128,AAPL230616C00250000,AAPL,2023-06-16,250.0,call,2022-12-27,0.05,0.05,0.07,60,0.06,13579,0.06,0.05,0.2702,0.00688,0.00068,-0.0017,0.02013,171 +1129,AAPL230616P00250000,AAPL,2023-06-16,250.0,put,2022-12-27,107.9,119.55,120.35,1,107.9,0,107.9,107.9,1.22303,-0.55809,0.00308,-0.1243,0.41408,171 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+1150,AAPL230721C00075000,AAPL,2023-07-21,75.0,call,2022-12-27,81.0,57.3,58.2,2,80.9,79,81.0,80.9,4e-05,1.0,0.0,-0.00849,0.0,206 +1151,AAPL230721P00075000,AAPL,2023-07-21,75.0,put,2022-12-27,0.94,0.92,0.97,31,0.94,2598,0.94,0.94,0.59155,-0.03038,0.00101,-0.01072,0.07916,206 +1152,AAPL230721C00080000,AAPL,2023-07-21,80.0,call,2022-12-27,57.31,52.8,53.5,2,57.31,48,57.31,57.31,4e-05,1.0,0.0,-0.00905,0.0,206 +1153,AAPL230721P00080000,AAPL,2023-07-21,80.0,put,2022-12-27,1.24,1.24,1.28,74,1.26,3270,1.32,1.24,0.58033,-0.03963,0.00128,-0.01302,0.09848,206 +1154,AAPL230721C00085000,AAPL,2023-07-21,85.0,call,2022-12-27,49.4,48.45,49.05,1,49.4,38,49.4,49.4,4e-05,1.0,0.0,-0.00962,0.0,206 +1155,AAPL230721P00085000,AAPL,2023-07-21,85.0,put,2022-12-27,1.67,1.64,1.74,8,1.64,990,1.67,1.64,0.57316,-0.05147,0.0016,-0.0158,0.12153,206 +1156,AAPL230721C00090000,AAPL,2023-07-21,90.0,call,2022-12-27,44.31,44.1,44.75,31,44.3,979,44.31,43.65,4e-05,1.0,0.0,-0.01018,0.0,206 +1157,AAPL230721P00090000,AAPL,2023-07-21,90.0,put,2022-12-27,2.15,2.14,2.25,85,2.1,1727,2.27,2.1,0.56477,-0.06503,0.00195,-0.01861,0.14604,206 +1158,AAPL230721C00095000,AAPL,2023-07-21,95.0,call,2022-12-27,41.15,39.9,40.45,2,41.15,364,41.15,41.15,4e-05,1.0,0.0,-0.01075,0.0,206 +1159,AAPL230721P00095000,AAPL,2023-07-21,95.0,put,2022-12-27,2.78,2.76,2.85,227,2.86,1233,2.87,2.78,0.55698,-0.08076,0.00233,-0.02155,0.17241,206 +1160,AAPL230721C00100000,AAPL,2023-07-21,100.0,call,2022-12-27,36.05,35.75,36.25,14,36.05,131,36.05,36.05,4e-05,1.0,0.0,-0.01132,0.0,206 +1161,AAPL230721P00100000,AAPL,2023-07-21,100.0,put,2022-12-27,3.55,3.5,3.65,135,3.45,1135,3.7,3.45,0.5518,-0.09932,0.00275,-0.02476,0.20107,206 +1162,AAPL230721C00105000,AAPL,2023-07-21,105.0,call,2022-12-27,33.32,31.85,32.4,2,33.23,25,33.32,33.23,4e-05,1.0,0.0,-0.01188,0.0,206 +1163,AAPL230721P00105000,AAPL,2023-07-21,105.0,put,2022-12-27,4.5,4.4,4.6,2,4.5,460,4.5,4.5,0.54775,-0.12033,0.00318,-0.02803,0.23078,206 +1164,AAPL230721C00110000,AAPL,2023-07-21,110.0,call,2022-12-27,28.15,28.1,28.4,23,28.26,224,28.3,28.15,4e-05,1.0,0.0,-0.01245,0.0,206 +1165,AAPL230721P00110000,AAPL,2023-07-21,110.0,put,2022-12-27,5.65,5.5,5.7,19,5.5,1098,5.88,5.5,0.54485,-0.14372,0.00361,-0.03131,0.26088,206 +1166,AAPL230721C00115000,AAPL,2023-07-21,115.0,call,2022-12-27,24.45,24.5,24.8,5,24.45,308,24.45,24.45,4e-05,1.0,0.0,-0.01301,0.0,206 +1167,AAPL230721P00115000,AAPL,2023-07-21,115.0,put,2022-12-27,6.95,6.85,7.0,330,7.25,1518,7.25,6.95,0.5444,-0.16964,0.00403,-0.03464,0.29098,206 +1168,AAPL230721C00120000,AAPL,2023-07-21,120.0,call,2022-12-27,21.5,21.15,21.5,71,21.45,326,21.5,20.9,4e-05,1.0,0.0,-0.01358,0.0,206 +1169,AAPL230721P00120000,AAPL,2023-07-21,120.0,put,2022-12-27,8.48,8.4,8.6,160,8.55,1647,8.75,8.31,0.54623,-0.19765,0.00442,-0.03795,0.32007,206 +1170,AAPL230721C00125000,AAPL,2023-07-21,125.0,call,2022-12-27,18.46,18.05,18.4,97,18.25,940,18.46,18.1,4e-05,1.0,0.0,-0.01414,0.0,206 +1171,AAPL230721P00125000,AAPL,2023-07-21,125.0,put,2022-12-27,10.35,10.2,10.4,61,10.8,3274,10.8,10.35,0.54905,-0.22698,0.00477,-0.04104,0.34705,206 +1172,AAPL230721C00130000,AAPL,2023-07-21,130.0,call,2022-12-27,15.6,15.25,15.45,77,15.15,1155,15.6,15.0,4e-05,1.0,0.0,-0.01471,0.0,206 +1173,AAPL230721P00130000,AAPL,2023-07-21,130.0,put,2022-12-27,12.4,12.3,12.5,149,12.7,2185,12.71,12.26,0.55485,-0.25744,0.00505,-0.04405,0.37158,206 +1174,AAPL230721C00135000,AAPL,2023-07-21,135.0,call,2022-12-27,12.76,12.7,12.9,73,12.85,1538,12.95,12.5,4e-05,1.0,0.0,-0.01528,0.0,206 +1175,AAPL230721P00135000,AAPL,2023-07-21,135.0,put,2022-12-27,14.75,14.65,14.9,586,14.6,2033,14.91,14.6,0.56248,-0.28815,0.00527,-0.04684,0.39294,206 +1176,AAPL230721C00140000,AAPL,2023-07-21,140.0,call,2022-12-27,10.58,10.4,10.6,216,10.55,1196,10.58,10.15,4e-05,1.0,0.0,-0.01584,0.0,206 +1177,AAPL230721P00140000,AAPL,2023-07-21,140.0,put,2022-12-27,17.6,17.3,17.7,141,17.09,6051,17.8,17.09,0.57384,-0.31852,0.0054,-0.04958,0.41097,206 +1178,AAPL230721C00145000,AAPL,2023-07-21,145.0,call,2022-12-27,8.66,8.4,8.6,141,8.4,1382,8.66,8.25,4e-05,1.0,0.0,-0.01641,0.0,206 +1179,AAPL230721P00145000,AAPL,2023-07-21,145.0,put,2022-12-27,20.53,20.35,20.65,11,19.72,2225,20.64,19.72,0.58704,-0.34773,0.00547,-0.0521,0.42548,206 +1180,AAPL230721C00150000,AAPL,2023-07-21,150.0,call,2022-12-27,6.85,6.65,6.9,135,7.05,1356,7.05,6.56,0.05718,0.83824,0.03722,-0.01796,0.28217,206 +1181,AAPL230721P00150000,AAPL,2023-07-21,150.0,put,2022-12-27,24.11,23.65,24.05,6,24.29,1632,24.29,23.9,0.60398,-0.37513,0.00545,-0.05461,0.43667,206 +1182,AAPL230721C00155000,AAPL,2023-07-21,155.0,call,2022-12-27,5.45,5.25,5.45,73,5.3,1676,5.45,5.25,0.10227,0.56026,0.03349,-0.02057,0.45411,206 +1183,AAPL230721P00155000,AAPL,2023-07-21,155.0,put,2022-12-27,27.74,27.3,27.8,12,28.29,1551,28.29,27.25,0.62481,-0.40005,0.00537,-0.05719,0.44487,206 +1184,AAPL230721C00160000,AAPL,2023-07-21,160.0,call,2022-12-27,4.15,4.05,4.3,84,4.28,1807,4.3,4.0,0.12493,0.42126,0.02719,-0.02063,0.45039,206 +1185,AAPL230721P00160000,AAPL,2023-07-21,160.0,put,2022-12-27,31.15,31.2,31.85,8,31.7,1412,31.7,31.12,0.64823,-0.42224,0.00524,-0.05977,0.45061,206 +1186,AAPL230721C00165000,AAPL,2023-07-21,165.0,call,2022-12-27,3.29,3.05,3.35,2,3.1,1771,3.29,3.1,0.13996,0.32301,0.02228,-0.01939,0.41338,206 +1187,AAPL230721P00165000,AAPL,2023-07-21,165.0,put,2022-12-27,33.87,35.6,36.1,10,33.87,2633,33.87,33.87,0.67623,-0.44114,0.00507,-0.06261,0.45435,206 +1188,AAPL230721C00170000,AAPL,2023-07-21,170.0,call,2022-12-27,2.45,2.43,2.56,22,2.5,1564,2.51,2.45,0.15316,0.25153,0.01808,-0.01781,0.36709,206 +1189,AAPL230721P00170000,AAPL,2023-07-21,170.0,put,2022-12-27,39.25,39.95,40.5,10,39.25,3687,39.25,39.25,0.7024,-0.45808,0.00491,-0.06512,0.45682,206 +1190,AAPL230721C00175000,AAPL,2023-07-21,175.0,call,2022-12-27,1.94,1.85,1.97,61,2.07,3714,2.07,1.89,0.16293,0.1951,0.0147,-0.01579,0.31756,206 +1191,AAPL230721P00175000,AAPL,2023-07-21,175.0,put,2022-12-27,45.0,44.6,45.4,1,45.0,1134,45.0,45.0,0.73498,-0.47129,0.0047,-0.06818,0.45817,206 +1192,AAPL230721C00180000,AAPL,2023-07-21,180.0,call,2022-12-27,1.49,1.45,1.51,117,1.57,2039,1.57,1.4,0.172,0.15262,0.01191,-0.01387,0.27158,206 +1193,AAPL230721P00180000,AAPL,2023-07-21,180.0,put,2022-12-27,49.82,49.45,50.4,45,49.35,49,49.97,49.33,0.76862,-0.48213,0.0045,-0.0713,0.4589,206 +1194,AAPL230721C00185000,AAPL,2023-07-21,185.0,call,2022-12-27,1.11,1.11,1.17,53,1.27,1334,1.27,1.1,0.17963,0.11917,0.00962,-0.01197,0.22921,206 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+1213,AAPL230721P00230000,AAPL,2023-07-21,230.0,put,2022-12-27,80.75,99.45,100.4,1,80.75,0,80.75,80.75,1.04496,-0.53948,0.0033,-0.09481,0.45711,206 +1214,AAPL230721C00235000,AAPL,2023-07-21,235.0,call,2022-12-27,0.21,0.1,0.14,1,0.21,36,0.21,0.21,0.23556,0.01341,0.00127,-0.00249,0.0396,206 +1215,AAPL230721P00235000,AAPL,2023-07-21,235.0,put,2022-12-27,0.0,104.45,105.2,0,0.0,0,0.0,0.0,1.06518,-0.54343,0.00323,-0.0963,0.45664,206 +1216,AAPL230721C00240000,AAPL,2023-07-21,240.0,call,2022-12-27,0.11,0.08,0.12,2,0.11,556,0.11,0.11,0.24021,0.01118,0.00106,-0.00216,0.03381,206 +1217,AAPL230721P00240000,AAPL,2023-07-21,240.0,put,2022-12-27,88.54,109.4,110.45,2,88.77,0,88.77,88.54,1.08913,-0.54562,0.00316,-0.09825,0.45635,206 +1218,AAPL230721C00245000,AAPL,2023-07-21,245.0,call,2022-12-27,0.29,0.04,0.11,6,0.29,6,0.29,0.29,0.24158,0.00856,0.00084,-0.00171,0.0268,206 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+1238,AAPL230915C00095000,AAPL,2023-09-15,95.0,call,2022-12-27,41.55,40.95,42.1,26,40.25,399,41.55,40.25,4e-05,1.0,0.0,-0.01068,0.0,262 +1239,AAPL230915P00095000,AAPL,2023-09-15,95.0,put,2022-12-27,3.45,3.5,3.6,2,3.65,2405,3.65,3.45,0.53516,-0.09052,0.00235,-0.01962,0.21178,262 +1240,AAPL230915C00100000,AAPL,2023-09-15,100.0,call,2022-12-27,37.0,37.2,37.55,19,37.0,3745,37.0,36.53,4e-05,1.0,0.0,-0.01124,0.0,262 +1241,AAPL230915P00100000,AAPL,2023-09-15,100.0,put,2022-12-27,4.3,4.35,4.45,60,4.59,17213,4.59,4.3,0.52937,-0.10881,0.00271,-0.02204,0.24227,262 +1242,AAPL230915C00105000,AAPL,2023-09-15,105.0,call,2022-12-27,33.7,33.3,33.7,21,33.4,545,33.81,33.4,4e-05,1.0,0.0,-0.0118,0.0,262 +1243,AAPL230915P00105000,AAPL,2023-09-15,105.0,put,2022-12-27,5.39,5.35,5.5,6,5.66,4555,5.66,5.39,0.52555,-0.12945,0.00309,-0.02455,0.27389,262 +1244,AAPL230915C00110000,AAPL,2023-09-15,110.0,call,2022-12-27,30.1,29.7,30.1,1,30.1,889,30.1,30.1,4e-05,1.0,0.0,-0.01237,0.0,262 +1245,AAPL230915P00110000,AAPL,2023-09-15,110.0,put,2022-12-27,6.67,6.55,6.75,19,6.48,2427,6.67,6.48,0.52372,-0.15231,0.00346,-0.02711,0.30587,262 +1246,AAPL230915C00115000,AAPL,2023-09-15,115.0,call,2022-12-27,26.75,26.2,26.75,60,26.7,1014,26.75,26.7,4e-05,1.0,0.0,-0.01293,0.0,262 +1247,AAPL230915P00115000,AAPL,2023-09-15,115.0,put,2022-12-27,7.9,7.95,8.15,3,8.1,5673,8.1,7.9,0.52242,-0.17681,0.00382,-0.02953,0.33693,262 +1248,AAPL230915C00120000,AAPL,2023-09-15,120.0,call,2022-12-27,23.4,23.0,23.35,3,23.11,2973,23.4,23.11,4e-05,1.0,0.0,-0.01349,0.0,262 +1249,AAPL230915P00120000,AAPL,2023-09-15,120.0,put,2022-12-27,9.63,9.6,9.8,249,9.9,7005,10.2,9.63,0.52364,-0.20312,0.00416,-0.03195,0.36694,262 +1250,AAPL230915C00125000,AAPL,2023-09-15,125.0,call,2022-12-27,20.3,19.95,20.35,16,19.84,2077,20.3,19.84,4e-05,1.0,0.0,-0.01405,0.0,262 +1251,AAPL230915P00125000,AAPL,2023-09-15,125.0,put,2022-12-27,11.79,11.45,11.8,38,11.65,5169,11.79,11.52,0.52738,-0.23073,0.00444,-0.03433,0.39501,262 +1252,AAPL230915C00130000,AAPL,2023-09-15,130.0,call,2022-12-27,17.5,17.2,17.5,175,17.55,2443,17.6,16.8,4e-05,1.0,0.0,-0.01462,0.0,262 +1253,AAPL230915P00130000,AAPL,2023-09-15,130.0,put,2022-12-27,13.85,13.55,13.85,102,13.4,7304,14.15,13.4,0.5302,-0.25863,0.0047,-0.03634,0.42006,262 +1254,AAPL230915C00135000,AAPL,2023-09-15,135.0,call,2022-12-27,14.83,14.7,14.95,115,15.0,2273,15.25,14.3,4e-05,1.0,0.0,-0.01518,0.0,262 +1255,AAPL230915P00135000,AAPL,2023-09-15,135.0,put,2022-12-27,15.9,15.9,16.25,24,16.0,6240,16.5,15.9,0.53593,-0.28693,0.00489,-0.0383,0.44228,262 +1256,AAPL230915C00140000,AAPL,2023-09-15,140.0,call,2022-12-27,12.7,12.25,12.7,34,12.92,2418,12.92,12.05,4e-05,1.0,0.0,-0.01574,0.0,262 +1257,AAPL230915P00140000,AAPL,2023-09-15,140.0,put,2022-12-27,18.7,18.55,18.9,66,19.3,7372,19.3,18.6,0.54371,-0.31493,0.00503,-0.04012,0.46125,262 +1258,AAPL230915C00145000,AAPL,2023-09-15,145.0,call,2022-12-27,10.56,10.4,10.65,43,10.1,4209,10.56,10.0,4e-05,1.0,0.0,-0.0163,0.0,262 +1259,AAPL230915P00145000,AAPL,2023-09-15,145.0,put,2022-12-27,21.56,21.5,21.9,57,22.17,11993,22.17,21.56,0.55454,-0.34204,0.0051,-0.04191,0.47689,262 +1260,AAPL230915C00150000,AAPL,2023-09-15,150.0,call,2022-12-27,8.67,8.6,8.8,54,8.5,4141,8.77,8.3,0.08625,0.75124,0.0283,-0.01904,0.41156,262 +1261,AAPL230915P00150000,AAPL,2023-09-15,150.0,put,2022-12-27,24.8,24.8,25.2,21,25.48,5641,25.48,24.8,0.56858,-0.3676,0.0051,-0.04369,0.48925,262 +1262,AAPL230915C00155000,AAPL,2023-09-15,155.0,call,2022-12-27,7.1,7.05,7.35,177,7.49,3174,7.49,6.87,0.11868,0.5756,0.02542,-0.02086,0.50872,262 +1263,AAPL230915P00155000,AAPL,2023-09-15,155.0,put,2022-12-27,27.65,28.25,28.85,2,27.65,3338,27.65,27.65,0.58437,-0.39125,0.00506,-0.04539,0.49868,262 +1264,AAPL230915C00160000,AAPL,2023-09-15,160.0,call,2022-12-27,5.79,5.7,5.9,103,5.6,8329,6.0,5.6,0.13607,0.46203,0.02248,-0.02089,0.5157,262 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+1361,AAPL231020P00210000,AAPL,2023-10-20,210.0,put,2022-12-27,78.35,79.4,80.6,40,78.35,0,78.35,78.35,0.81844,-0.50738,0.00352,-0.05775,0.55147,297 +1362,AAPL231020C00215000,AAPL,2023-10-20,215.0,call,2022-12-27,0.73,0.66,0.8,32,0.74,27,0.75,0.7,0.21069,0.06244,0.00422,-0.00704,0.1699,297 +1363,AAPL231020P00215000,AAPL,2023-10-20,215.0,put,2022-12-27,0.0,84.35,85.75,0,0.0,0,0.0,0.0,0.84179,-0.51125,0.00343,-0.05925,0.55135,297 +1364,AAPL231020C00220000,AAPL,2023-10-20,220.0,call,2022-12-27,0.6,0.28,0.95,4,0.6,326,0.6,0.6,0.21519,0.05295,0.00363,-0.00627,0.14924,297 +1365,AAPL231020P00220000,AAPL,2023-10-20,220.0,put,2022-12-27,0.0,89.2,90.85,0,0.0,0,0.0,0.0,0.863,-0.51521,0.00334,-0.06054,0.55117,297 +1366,AAPL231020C00225000,AAPL,2023-10-20,225.0,call,2022-12-27,0.49,0.42,0.59,530,0.51,44,0.51,0.47,0.21832,0.04409,0.00309,-0.00546,0.12891,297 +1367,AAPL231020P00225000,AAPL,2023-10-20,225.0,put,2022-12-27,0.0,93.85,96.0,0,0.0,0,0.0,0.0,0.88223,-0.5193,0.00327,-0.06165,0.55092,297 +1368,AAPL231020C00230000,AAPL,2023-10-20,230.0,call,2022-12-27,0.42,0.13,0.53,16,0.45,138,0.5,0.35,0.21297,0.03094,0.00237,-0.00397,0.09651,297 +1369,AAPL231020P00230000,AAPL,2023-10-20,230.0,put,2022-12-27,0.0,98.8,101.0,0,0.0,0,0.0,0.0,0.90206,-0.52259,0.00319,-0.06282,0.55068,297 +1370,AAPL231020C00235000,AAPL,2023-10-20,235.0,call,2022-12-27,0.42,0.15,0.64,20,0.42,10,0.45,0.37,0.22938,0.03413,0.00239,-0.0046,0.10465,297 +1371,AAPL231020P00235000,AAPL,2023-10-20,235.0,put,2022-12-27,0.0,103.7,106.1,0,0.0,0,0.0,0.0,0.92182,-0.52538,0.00312,-0.06399,0.55045,297 +1372,AAPL231020C00240000,AAPL,2023-10-20,240.0,call,2022-12-27,0.45,0.02,0.57,4,0.34,56,0.45,0.34,0.22823,0.02645,0.00194,-0.00369,0.08471,297 +1373,AAPL231020P00240000,AAPL,2023-10-20,240.0,put,2022-12-27,0.0,108.8,111.0,0,0.0,0,0.0,0.0,0.94097,-0.52793,0.00306,-0.0651,0.55022,297 +1374,AAPL231020C00245000,AAPL,2023-10-20,245.0,call,2022-12-27,0.32,0.12,0.5,2,0.54,2,0.54,0.32,0.23914,0.0266,0.00186,-0.00386,0.0851,297 +1375,AAPL231020P00245000,AAPL,2023-10-20,245.0,put,2022-12-27,0.0,113.6,116.25,0,0.0,0,0.0,0.0,0.96012,-0.53004,0.003,-0.06622,0.55,297 +1376,AAPL231020C00250000,AAPL,2023-10-20,250.0,call,2022-12-27,0.0,0.0,0.46,0,0.0,0,0.0,0.0,0.23739,0.0205,0.00151,-0.00307,0.06835,297 +1377,AAPL231020P00250000,AAPL,2023-10-20,250.0,put,2022-12-27,0.0,118.45,121.35,0,0.0,0,0.0,0.0,0.97782,-0.53232,0.00294,-0.0672,0.54976,297 +1378,AAPL231020C00255000,AAPL,2023-10-20,255.0,call,2022-12-27,0.0,0.0,0.43,0,0.0,0,0.0,0.0,0.24349,0.0189,0.00137,-0.00292,0.06379,297 +1379,AAPL231020P00255000,AAPL,2023-10-20,255.0,put,2022-12-27,0.0,123.55,126.35,0,0.0,0,0.0,0.0,0.99644,-0.53386,0.00289,-0.06828,0.54958,297 +1380,AAPL231020C00260000,AAPL,2023-10-20,260.0,call,2022-12-27,0.0,0.0,0.4,0,0.0,0,0.0,0.0,0.24914,0.01737,0.00125,-0.00277,0.05937,297 +1381,AAPL231020P00260000,AAPL,2023-10-20,260.0,put,2022-12-27,0.0,128.6,130.95,0,0.0,0,0.0,0.0,1.01048,-0.53686,0.00284,-0.06891,0.54921,297 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+1396,AAPL231215C00070000,AAPL,2023-12-15,70.0,call,2022-12-27,65.2,63.65,64.8,2,65.2,3,65.2,65.2,4e-05,1.0,0.0,-0.00779,0.0,353 +1397,AAPL231215P00070000,AAPL,2023-12-15,70.0,put,2022-12-27,1.47,1.42,1.5,4,1.53,1892,1.53,1.46,0.54516,-0.03644,0.00097,-0.00848,0.12039,353 +1398,AAPL231215C00075000,AAPL,2023-12-15,75.0,call,2022-12-27,0.0,59.05,60.6,0,0.0,0,0.0,0.0,4e-05,1.0,0.0,-0.00834,0.0,353 +1399,AAPL231215P00075000,AAPL,2023-12-15,75.0,put,2022-12-27,1.9,1.77,1.94,820,1.86,531,1.97,1.86,0.53387,-0.04562,0.00119,-0.0099,0.14446,353 +1400,AAPL231215C00080000,AAPL,2023-12-15,80.0,call,2022-12-27,61.15,54.9,56.25,3,61.25,2,61.25,61.15,4e-05,1.0,0.0,-0.0089,0.0,353 +1401,AAPL231215P00080000,AAPL,2023-12-15,80.0,put,2022-12-27,2.39,2.32,2.51,7,2.4,11,2.46,2.39,0.52868,-0.05749,0.00145,-0.01171,0.17364,353 +1402,AAPL231215C00085000,AAPL,2023-12-15,85.0,call,2022-12-27,51.35,50.9,51.85,2,51.3,3,51.35,51.3,4e-05,1.0,0.0,-0.00946,0.0,353 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+1410,AAPL231215C00105000,AAPL,2023-12-15,105.0,call,2022-12-27,36.0,35.8,36.15,5,35.6,12,36.1,35.6,4e-05,1.0,0.0,-0.01168,0.0,353 +1411,AAPL231215P00105000,AAPL,2023-12-15,105.0,put,2022-12-27,6.75,6.6,6.95,104,6.85,245,6.85,6.75,0.50182,-0.13954,0.00294,-0.02055,0.33475,353 +1412,AAPL231215C00110000,AAPL,2023-12-15,110.0,call,2022-12-27,32.51,32.3,32.65,10,32.51,9,32.51,32.51,4e-05,1.0,0.0,-0.01224,0.0,353 +1413,AAPL231215P00110000,AAPL,2023-12-15,110.0,put,2022-12-27,8.2,7.95,8.2,1,8.2,362,8.2,8.2,0.49877,-0.16081,0.00325,-0.02222,0.36795,353 +1414,AAPL231215C00115000,AAPL,2023-12-15,115.0,call,2022-12-27,30.2,29.0,29.45,2,30.2,4,30.2,30.2,4e-05,1.0,0.0,-0.01279,0.0,353 +1415,AAPL231215P00115000,AAPL,2023-12-15,115.0,put,2022-12-27,9.65,9.45,9.75,2,9.38,187,9.65,9.38,0.49793,-0.18374,0.00354,-0.0239,0.40063,353 +1416,AAPL231215C00120000,AAPL,2023-12-15,120.0,call,2022-12-27,27.3,25.7,26.3,1,27.3,16,27.3,27.3,4e-05,1.0,0.0,-0.01335,0.0,353 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+1424,AAPL231215C00140000,AAPL,2023-12-15,140.0,call,2022-12-27,15.55,15.4,15.7,2,15.8,194,15.8,15.55,4e-05,1.0,0.0,-0.01557,0.0,353 +1425,AAPL231215P00140000,AAPL,2023-12-15,140.0,put,2022-12-27,20.3,20.2,20.6,85,20.85,130,21.06,20.3,0.51174,-0.30875,0.00457,-0.03067,0.53082,353 +1426,AAPL231215C00145000,AAPL,2023-12-15,145.0,call,2022-12-27,13.3,13.25,13.75,4,13.65,137,13.65,13.3,0.06992,0.90947,0.01548,-0.01692,0.24585,353 +1427,AAPL231215P00145000,AAPL,2023-12-15,145.0,put,2022-12-27,23.4,23.1,23.5,40,23.4,88,23.4,23.4,0.5196,-0.33329,0.00464,-0.03175,0.54802,353 +1428,AAPL231215C00150000,AAPL,2023-12-15,150.0,call,2022-12-27,11.6,11.35,11.75,70,11.18,580,11.74,11.18,0.1141,0.70972,0.01991,-0.01952,0.51619,353 +1429,AAPL231215P00150000,AAPL,2023-12-15,150.0,put,2022-12-27,26.25,26.2,26.7,1151,26.42,54,26.55,26.25,0.52914,-0.35672,0.00468,-0.03277,0.56211,353 +1430,AAPL231215C00155000,AAPL,2023-12-15,155.0,call,2022-12-27,10.0,9.7,10.15,2,9.79,72,10.0,9.79,0.13699,0.59385,0.01878,-0.02067,0.58461,353 +1431,AAPL231215P00155000,AAPL,2023-12-15,155.0,put,2022-12-27,29.9,29.55,30.1,10,29.99,49,29.99,29.85,0.54005,-0.37878,0.00467,-0.03372,0.57334,353 +1432,AAPL231215C00160000,AAPL,2023-12-15,160.0,call,2022-12-27,8.3,8.2,8.55,31,8.07,244,8.51,8.07,0.15072,0.50579,0.01756,-0.02079,0.60126,353 +1433,AAPL231215P00160000,AAPL,2023-12-15,160.0,put,2022-12-27,33.7,33.2,33.65,1035,33.21,3,33.7,33.2,0.55256,-0.39919,0.00464,-0.03464,0.58202,353 +1434,AAPL231215C00165000,AAPL,2023-12-15,165.0,call,2022-12-27,7.07,6.9,7.3,50,7.66,257,7.66,6.8,0.16224,0.43311,0.01608,-0.02044,0.59285,353 +1435,AAPL231215P00165000,AAPL,2023-12-15,165.0,put,2022-12-27,35.94,37.05,37.75,21,37.36,22,37.36,35.74,0.56927,-0.41716,0.00455,-0.03574,0.58831,353 +1436,AAPL231215C00170000,AAPL,2023-12-15,170.0,call,2022-12-27,5.9,5.75,6.1,19,5.9,447,6.0,5.9,0.17002,0.37002,0.01473,-0.01955,0.56912,353 +1437,AAPL231215P00170000,AAPL,2023-12-15,170.0,put,2022-12-27,0.0,41.15,41.9,0,0.0,0,0.0,0.0,0.58659,-0.43328,0.00445,-0.0368,0.59289,353 +1438,AAPL231215C00175000,AAPL,2023-12-15,175.0,call,2022-12-27,5.43,4.85,5.1,2,5.46,344,5.46,5.43,0.17742,0.31669,0.01331,-0.0185,0.53667,353 +1439,AAPL231215P00175000,AAPL,2023-12-15,175.0,put,2022-12-27,44.81,45.45,46.6,5,44.81,14,44.81,44.81,0.60841,-0.44645,0.00431,-0.03814,0.5959,353 +1440,AAPL231215C00180000,AAPL,2023-12-15,180.0,call,2022-12-27,4.13,4.0,4.3,31,4.11,323,4.2,4.11,0.1833,0.27017,0.01197,-0.01723,0.49854,353 +1441,AAPL231215P00180000,AAPL,2023-12-15,180.0,put,2022-12-27,50.11,49.65,50.8,27,50.49,15,50.49,50.11,0.62359,-0.46011,0.00422,-0.03891,0.59831,353 +1442,AAPL231215C00185000,AAPL,2023-12-15,185.0,call,2022-12-27,3.46,3.3,3.6,24,3.56,125,3.56,3.46,0.18826,0.22985,0.0107,-0.01586,0.45752,353 +1443,AAPL231215P00185000,AAPL,2023-12-15,185.0,put,2022-12-27,53.25,54.65,55.55,35,52.05,37,53.64,52.05,0.64877,-0.46907,0.00407,-0.04043,0.59952,353 +1444,AAPL231215C00190000,AAPL,2023-12-15,190.0,call,2022-12-27,2.7,2.75,2.96,5,2.84,92,2.86,2.7,0.19245,0.19488,0.0095,-0.01443,0.41542,353 +1445,AAPL231215P00190000,AAPL,2023-12-15,190.0,put,2022-12-27,0.0,59.35,60.75,0,0.0,0,0.0,0.0,0.67379,-0.47662,0.00392,-0.04192,0.60029,353 +1446,AAPL231215C00195000,AAPL,2023-12-15,195.0,call,2022-12-27,2.36,2.27,2.52,16,2.38,111,2.51,2.34,0.19718,0.16633,0.0084,-0.01316,0.37611,353 +1447,AAPL231215P00195000,AAPL,2023-12-15,195.0,put,2022-12-27,59.65,64.3,65.8,1,59.65,1,59.65,59.65,0.69859,-0.48297,0.00379,-0.04339,0.60078,353 +1448,AAPL231215C00200000,AAPL,2023-12-15,200.0,call,2022-12-27,2.02,1.91,2.1,60,2.01,205,2.02,1.85,0.2013,0.14167,0.00739,-0.01191,0.33821,353 +1449,AAPL231215P00200000,AAPL,2023-12-15,200.0,put,2022-12-27,0.0,69.0,70.75,0,0.0,0,0.0,0.0,0.71941,-0.48969,0.00368,-0.04452,0.60112,353 +1450,AAPL231215C00205000,AAPL,2023-12-15,205.0,call,2022-12-27,1.63,1.58,1.76,100,1.66,575,1.66,1.63,0.20481,0.12027,0.00649,-0.01069,0.30201,353 +1451,AAPL231215P00205000,AAPL,2023-12-15,205.0,put,2022-12-27,73.2,73.9,75.85,1,73.2,0,73.2,73.2,0.74223,-0.49469,0.00357,-0.04581,0.60127,353 +1452,AAPL231215C00210000,AAPL,2023-12-15,210.0,call,2022-12-27,1.34,1.3,1.5,296,1.38,46,1.38,1.33,0.2084,0.10249,0.00569,-0.0096,0.26931,353 +1453,AAPL231215P00210000,AAPL,2023-12-15,210.0,put,2022-12-27,0.0,78.8,81.0,0,0.0,0,0.0,0.0,0.76466,-0.49895,0.00346,-0.04707,0.60132,353 +1454,AAPL231215C00215000,AAPL,2023-12-15,215.0,call,2022-12-27,1.14,1.07,1.26,201,1.15,233,1.15,1.11,0.2113,0.08683,0.00496,-0.00853,0.23832,353 +1455,AAPL231215P00215000,AAPL,2023-12-15,215.0,put,2022-12-27,85.1,83.7,86.05,2,85.15,0,85.15,85.1,0.78541,-0.5031,0.00337,-0.04818,0.60131,353 +1456,AAPL231215C00220000,AAPL,2023-12-15,220.0,call,2022-12-27,0.93,0.81,1.11,4,0.98,166,0.98,0.93,0.21351,0.07301,0.00431,-0.0075,0.20902,353 +1457,AAPL231215P00220000,AAPL,2023-12-15,220.0,put,2022-12-27,0.0,88.9,91.0,0,0.0,0,0.0,0.0,0.80723,-0.50613,0.00328,-0.04939,0.60125,353 +1458,AAPL231215C00225000,AAPL,2023-12-15,225.0,call,2022-12-27,0.79,0.75,0.88,738,0.8,243,0.82,0.78,0.21694,0.06267,0.00377,-0.00672,0.18577,353 +1459,AAPL231215P00225000,AAPL,2023-12-15,225.0,put,2022-12-27,0.0,93.6,96.2,0,0.0,0,0.0,0.0,0.82623,-0.50965,0.0032,-0.05036,0.60115,353 +1460,AAPL231215C00230000,AAPL,2023-12-15,230.0,call,2022-12-27,0.65,0.55,0.75,4,0.7,286,0.7,0.65,0.21748,0.05142,0.00322,-0.00573,0.15897,353 +1461,AAPL231215P00230000,AAPL,2023-12-15,230.0,put,2022-12-27,0.0,99.15,101.1,0,0.0,0,0.0,0.0,0.84919,-0.511,0.00312,-0.05168,0.60109,353 +1462,AAPL231215C00235000,AAPL,2023-12-15,235.0,call,2022-12-27,0.57,0.42,0.74,4,0.59,41,0.6,0.57,0.22251,0.04574,0.00286,-0.0053,0.14475,353 +1463,AAPL231215P00235000,AAPL,2023-12-15,235.0,put,2022-12-27,103.0,103.55,106.35,1,103.0,0,103.0,103.0,0.86498,-0.51474,0.00306,-0.05238,0.60091,353 +1464,AAPL231215C00240000,AAPL,2023-12-15,240.0,call,2022-12-27,0.47,0.36,0.68,2,0.51,56,0.51,0.47,0.22732,0.0408,0.00256,-0.00491,0.13199,353 +1465,AAPL231215P00240000,AAPL,2023-12-15,240.0,put,2022-12-27,0.0,108.85,111.45,0,0.0,0,0.0,0.0,0.8865,-0.51568,0.00298,-0.05358,0.60086,353 +1466,AAPL231215C00245000,AAPL,2023-12-15,245.0,call,2022-12-27,0.43,0.31,0.57,43,0.42,1,0.43,0.42,0.22968,0.03495,0.00223,-0.00435,0.11634,353 +1467,AAPL231215P00245000,AAPL,2023-12-15,245.0,put,2022-12-27,0.0,113.3,116.5,0,0.0,0,0.0,0.0,0.9,-0.51948,0.00294,-0.05408,0.60061,353 +1468,AAPL231215C00250000,AAPL,2023-12-15,250.0,call,2022-12-27,0.5,0.09,0.47,2,0.47,7,0.5,0.47,0.22198,0.02409,0.00169,-0.00308,0.08541,353 +1469,AAPL231215P00250000,AAPL,2023-12-15,250.0,put,2022-12-27,0.0,118.65,121.1,0,0.0,0,0.0,0.0,0.91679,-0.52153,0.00288,-0.05488,0.60045,353 +1470,AAPL231215C00255000,AAPL,2023-12-15,255.0,call,2022-12-27,0.64,0.05,0.46,4,0.64,4,0.64,0.64,0.22671,0.02176,0.00152,-0.00287,0.07838,353 +1471,AAPL231215P00255000,AAPL,2023-12-15,255.0,put,2022-12-27,0.0,123.75,126.5,0,0.0,0,0.0,0.0,0.93784,-0.52145,0.00282,-0.05606,0.60045,353 +1472,AAPL231215C00260000,AAPL,2023-12-15,260.0,call,2022-12-27,0.0,0.02,0.39,0,0.0,0,0.0,0.0,0.22732,0.01788,0.00128,-0.00243,0.06636,353 +1473,AAPL231215P00260000,AAPL,2023-12-15,260.0,put,2022-12-27,0.0,128.7,131.7,0,0.0,0,0.0,0.0,0.95547,-0.52244,0.00277,-0.05695,0.60037,353 +1474,AAPL231215C00265000,AAPL,2023-12-15,265.0,call,2022-12-27,0.27,0.0,0.46,4,0.29,2,0.32,0.27,0.2383,0.01906,0.00129,-0.00267,0.07007,353 +1475,AAPL231215P00265000,AAPL,2023-12-15,265.0,put,2022-12-27,0.0,133.25,136.45,0,0.0,0,0.0,0.0,0.96561,-0.52624,0.00274,-0.05715,0.60002,353 +1476,AAPL231215C00270000,AAPL,2023-12-15,270.0,call,2022-12-27,0.0,0.0,0.43,0,0.0,0,0.0,0.0,0.24319,0.01763,0.00119,-0.00254,0.06557,353 +1477,AAPL231215P00270000,AAPL,2023-12-15,270.0,put,2022-12-27,0.0,138.5,141.6,0,0.0,0,0.0,0.0,0.98469,-0.52602,0.00268,-0.05818,0.60004,353 +1478,AAPL231215C00275000,AAPL,2023-12-15,275.0,call,2022-12-27,0.3,0.0,0.4,10,0.25,3,0.3,0.22,0.24769,0.01626,0.00109,-0.00241,0.06118,353 +1479,AAPL231215P00275000,AAPL,2023-12-15,275.0,put,2022-12-27,0.0,143.9,146.45,0,0.0,0,0.0,0.0,1.00208,-0.52623,0.00264,-0.05906,0.60002,353 +1480,AAPL231215C00280000,AAPL,2023-12-15,280.0,call,2022-12-27,0.0,0.0,0.38,0,0.0,0,0.0,0.0,0.25272,0.01527,0.00101,-0.00232,0.05797,353 +1481,AAPL231215P00280000,AAPL,2023-12-15,280.0,put,2022-12-27,0.0,148.25,151.7,0,0.0,0,0.0,0.0,1.01376,-0.52858,0.0026,-0.05942,0.59978,353 +1482,AAPL231215C00285000,AAPL,2023-12-15,285.0,call,2022-12-27,0.41,0.0,0.36,1,0.41,1,0.41,0.41,0.25745,0.01432,0.00094,-0.00223,0.05484,353 +1483,AAPL231215P00285000,AAPL,2023-12-15,285.0,put,2022-12-27,0.0,153.2,156.5,0,0.0,0,0.0,0.0,1.02634,-0.53032,0.00257,-0.05986,0.59959,353 +1484,AAPL231215C00290000,AAPL,2023-12-15,290.0,call,2022-12-27,0.0,0.0,0.34,0,0.0,0,0.0,0.0,0.26196,0.01341,0.00087,-0.00214,0.05184,353 +1485,AAPL231215P00290000,AAPL,2023-12-15,290.0,put,2022-12-27,0.0,157.9,161.65,0,0.0,0,0.0,0.0,1.03947,-0.5316,0.00254,-0.06036,0.59944,353 +1486,AAPL231215C00295000,AAPL,2023-12-15,295.0,call,2022-12-27,0.0,0.0,0.33,0,0.0,0,0.0,0.0,0.26714,0.01284,0.00082,-0.0021,0.04992,353 +1487,AAPL231215P00295000,AAPL,2023-12-15,295.0,put,2022-12-27,0.0,163.0,166.5,0,0.0,0,0.0,0.0,1.0532,-0.53242,0.0025,-0.06092,0.59934,353 +1488,AAPL240119C00050000,AAPL,2024-01-19,50.0,call,2022-12-27,81.7,81.4,83.6,1,81.7,17403,81.7,81.7,4e-05,1.0,0.0,-0.00554,0.0,388 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+1517,AAPL240119P00120000,AAPL,2024-01-19,120.0,put,2022-12-27,11.75,11.6,11.9,522,10.85,15930,12.0,10.85,0.48817,-0.20828,0.00372,-0.02348,0.45323,388 +1518,AAPL240119C00125000,AAPL,2024-01-19,125.0,call,2022-12-27,24.05,23.8,24.35,13,23.6,9870,24.19,23.6,4e-05,1.0,0.0,-0.01385,0.0,388 +1519,AAPL240119P00125000,AAPL,2024-01-19,125.0,put,2022-12-27,13.7,13.15,13.85,1357,13.9,17964,14.0,13.55,0.48534,-0.23189,0.00398,-0.0245,0.48204,388 +1520,AAPL240119C00130000,AAPL,2024-01-19,130.0,call,2022-12-27,21.19,21.1,21.6,175,22.35,8165,22.35,20.6,4e-05,1.0,0.0,-0.0144,0.0,388 +1521,AAPL240119P00130000,AAPL,2024-01-19,130.0,put,2022-12-27,15.8,15.65,16.0,66,13.35,20707,16.5,13.35,0.49129,-0.25706,0.00415,-0.0259,0.50957,388 +1522,AAPL240119C00135000,AAPL,2024-01-19,135.0,call,2022-12-27,18.8,18.6,19.05,508,19.55,8247,19.55,18.25,4e-05,1.0,0.0,-0.01496,0.0,388 +1523,AAPL240119P00135000,AAPL,2024-01-19,135.0,put,2022-12-27,18.15,18.0,18.4,79,18.8,14149,18.8,18.15,0.49488,-0.28183,0.00432,-0.02695,0.53363,388 +1524,AAPL240119C00140000,AAPL,2024-01-19,140.0,call,2022-12-27,16.5,16.3,16.7,206,16.72,13518,16.72,15.92,4e-05,1.0,0.0,-0.01551,0.0,388 +1525,AAPL240119P00140000,AAPL,2024-01-19,140.0,put,2022-12-27,20.89,20.6,21.1,55,21.1,21574,21.1,20.74,0.50068,-0.30635,0.00444,-0.02797,0.55461,388 +1526,AAPL240119C00145000,AAPL,2024-01-19,145.0,call,2022-12-27,14.35,14.1,14.6,73,15.0,10568,15.0,13.95,0.08198,0.87337,0.01603,-0.0172,0.32825,388 +1527,AAPL240119P00145000,AAPL,2024-01-19,145.0,put,2022-12-27,23.65,23.35,24.05,29,23.75,16741,23.75,23.59,0.50732,-0.33022,0.00452,-0.02885,0.57244,388 +1528,AAPL240119C00150000,AAPL,2024-01-19,150.0,call,2022-12-27,12.37,12.4,12.55,1148,12.47,26992,12.65,11.75,0.12012,0.70507,0.01817,-0.01942,0.54518,388 +1529,AAPL240119P00150000,AAPL,2024-01-19,150.0,put,2022-12-27,26.75,26.55,27.1,140,26.35,25193,27.51,26.35,0.51609,-0.35305,0.00456,-0.02972,0.58716,388 +1530,AAPL240119C00155000,AAPL,2024-01-19,155.0,call,2022-12-27,10.86,10.5,10.95,116,10.6,7055,10.86,10.25,0.1395,0.60055,0.01752,-0.02032,0.6103,388 +1531,AAPL240119P00155000,AAPL,2024-01-19,155.0,put,2022-12-27,30.15,29.65,30.45,100,30.2,6362,30.25,30.05,0.52418,-0.37491,0.00458,-0.03038,0.59918,388 +1532,AAPL240119C00160000,AAPL,2024-01-19,160.0,call,2022-12-27,9.1,8.95,9.4,382,9.4,20423,9.5,8.9,0.15293,0.51766,0.01649,-0.02048,0.62981,388 +1533,AAPL240119P00160000,AAPL,2024-01-19,160.0,put,2022-12-27,33.7,33.35,34.2,2325,33.3,16907,34.07,33.3,0.53844,-0.39444,0.00452,-0.03133,0.60823,388 +1534,AAPL240119C00165000,AAPL,2024-01-19,165.0,call,2022-12-27,7.65,7.65,8.1,567,8.15,10151,8.15,7.35,0.16407,0.44847,0.01526,-0.02021,0.62516,388 +1535,AAPL240119P00165000,AAPL,2024-01-19,165.0,put,2022-12-27,37.35,37.25,37.95,7,37.7,7479,37.85,37.35,0.55225,-0.41251,0.00446,-0.03215,0.61521,388 +1536,AAPL240119C00170000,AAPL,2024-01-19,170.0,call,2022-12-27,6.7,6.45,6.8,158,6.6,15923,6.95,6.2,0.17109,0.3873,0.01416,-0.0194,0.6051,388 +1537,AAPL240119P00170000,AAPL,2024-01-19,170.0,put,2022-12-27,41.5,41.3,42.15,1027,41.51,12571,41.63,41.49,0.56911,-0.42827,0.00436,-0.0331,0.62021,388 +1538,AAPL240119C00175000,AAPL,2024-01-19,175.0,call,2022-12-27,5.65,5.3,5.95,59,6.05,12243,6.05,5.54,0.17811,0.33511,0.01295,-0.01847,0.57578,388 +1539,AAPL240119P00175000,AAPL,2024-01-19,175.0,put,2022-12-27,45.65,45.5,46.45,1011,47.0,6868,47.0,45.65,0.58628,-0.44237,0.00426,-0.034,0.62384,388 +1540,AAPL240119C00180000,AAPL,2024-01-19,180.0,call,2022-12-27,4.85,4.6,4.95,152,5.0,13899,5.0,4.6,0.18429,0.28994,0.01175,-0.0174,0.54087,388 +1541,AAPL240119P00180000,AAPL,2024-01-19,180.0,put,2022-12-27,50.4,50.0,50.95,17,50.76,2270,50.83,50.4,0.60589,-0.45419,0.00414,-0.03504,0.62627,388 +1542,AAPL240119C00185000,AAPL,2024-01-19,185.0,call,2022-12-27,4.25,3.85,4.2,25,4.05,12625,4.25,4.0,0.18917,0.24991,0.01063,-0.01618,0.50207,388 +1543,AAPL240119P00185000,AAPL,2024-01-19,185.0,put,2022-12-27,54.85,54.6,55.75,48,55.05,2663,55.3,54.85,0.6274,-0.46392,0.00401,-0.03619,0.62785,388 +1544,AAPL240119C00190000,AAPL,2024-01-19,190.0,call,2022-12-27,3.45,3.2,3.5,41,3.9,13518,3.9,3.34,0.1926,0.21373,0.00957,-0.0148,0.46015,388 +1545,AAPL240119P00190000,AAPL,2024-01-19,190.0,put,2022-12-27,59.47,59.4,60.7,14,58.8,7219,59.8,58.8,0.65052,-0.4717,0.00387,-0.03744,0.62884,388 +1546,AAPL240119C00195000,AAPL,2024-01-19,195.0,call,2022-12-27,2.88,2.68,3.05,142,2.97,11334,2.98,2.76,0.19772,0.18533,0.00855,-0.01369,0.42228,388 +1547,AAPL240119P00195000,AAPL,2024-01-19,195.0,put,2022-12-27,65.1,64.3,65.55,2,65.15,6449,65.15,65.1,0.67249,-0.47866,0.00375,-0.03859,0.62953,388 +1548,AAPL240119C00200000,AAPL,2024-01-19,200.0,call,2022-12-27,2.4,2.3,2.5,451,2.59,36213,2.7,2.3,0.20092,0.15868,0.00762,-0.01242,0.38241,388 +1549,AAPL240119P00200000,AAPL,2024-01-19,200.0,put,2022-12-27,69.7,69.3,70.6,42,69.1,8,69.89,69.1,0.69592,-0.48398,0.00362,-0.03985,0.62992,388 +1550,AAPL240119C00205000,AAPL,2024-01-19,205.0,call,2022-12-27,2.06,1.96,2.13,180,1.97,4146,2.07,1.95,0.20496,0.13722,0.00678,-0.01135,0.34695,388 +1551,AAPL240119P00205000,AAPL,2024-01-19,205.0,put,2022-12-27,72.25,74.25,76.25,5,72.25,0,72.25,72.25,0.72285,-0.48692,0.00349,-0.04139,0.63009,388 +1552,AAPL240119C00210000,AAPL,2024-01-19,210.0,call,2022-12-27,1.69,1.48,1.86,837,1.79,9518,1.79,1.64,0.20626,0.11546,0.00597,-0.01002,0.30759,388 +1553,AAPL240119P00210000,AAPL,2024-01-19,210.0,put,2022-12-27,77.25,79.15,80.65,2,77.3,33,77.3,77.25,0.73864,-0.4934,0.00342,-0.04204,0.63034,388 +1554,AAPL240119C00215000,AAPL,2024-01-19,215.0,call,2022-12-27,1.41,1.34,1.55,9,1.63,6240,1.63,1.4,0.21053,0.10067,0.0053,-0.00917,0.27869,388 +1555,AAPL240119P00215000,AAPL,2024-01-19,215.0,put,2022-12-27,83.44,84.15,85.6,4,83.45,10,83.59,83.44,0.75878,-0.4974,0.00333,-0.04304,0.63042,388 +1556,AAPL240119C00220000,AAPL,2024-01-19,220.0,call,2022-12-27,1.23,1.12,1.28,979,1.29,15056,1.29,1.2,0.21244,0.08546,0.00465,-0.00813,0.24689,388 +1557,AAPL240119P00220000,AAPL,2024-01-19,220.0,put,2022-12-27,82.0,89.1,91.2,1,82.0,2,82.0,82.0,0.78312,-0.49898,0.00322,-0.04438,0.63043,388 +1558,AAPL240119C00225000,AAPL,2024-01-19,225.0,call,2022-12-27,1.01,0.97,1.23,27,1.0,5835,1.06,0.99,0.21893,0.07756,0.0042,-0.00771,0.22948,388 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+1603,AAPL240315P00075000,AAPL,2024-03-15,75.0,put,2022-12-27,2.4,2.02,2.51,6,2.34,24,2.4,2.34,0.50556,-0.05075,0.00122,-0.00889,0.17644,444 +1604,AAPL240315C00080000,AAPL,2024-03-15,80.0,call,2022-12-27,56.0,56.15,57.7,10,56.0,53,56.0,56.0,4e-05,1.0,0.0,-0.00881,0.0,444 +1605,AAPL240315P00080000,AAPL,2024-03-15,80.0,put,2022-12-27,3.0,2.82,3.5,108,2.97,308,3.0,2.97,0.51334,-0.06587,0.00148,-0.01099,0.21656,444 +1606,AAPL240315C00085000,AAPL,2024-03-15,85.0,call,2022-12-27,54.0,52.05,53.5,10,54.0,82,54.0,54.0,4e-05,1.0,0.0,-0.00936,0.0,444 +1607,AAPL240315P00085000,AAPL,2024-03-15,85.0,put,2022-12-27,3.75,3.6,3.85,7,3.9,125,3.9,3.75,0.50014,-0.07745,0.00172,-0.01202,0.24523,444 +1608,AAPL240315C00090000,AAPL,2024-03-15,90.0,call,2022-12-27,50.53,48.35,49.45,1,50.53,85,50.53,50.53,4e-05,1.0,0.0,-0.00991,0.0,444 +1609,AAPL240315P00090000,AAPL,2024-03-15,90.0,put,2022-12-27,4.42,4.4,4.65,14,4.42,531,4.42,4.42,0.49358,-0.09192,0.00198,-0.01336,0.27884,444 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+1617,AAPL240315P00110000,AAPL,2024-03-15,110.0,put,2022-12-27,9.1,9.05,9.55,14,9.1,89,9.1,9.1,0.48183,-0.16584,0.00306,-0.01885,0.42101,444 +1618,AAPL240315C00115000,AAPL,2024-03-15,115.0,call,2022-12-27,35.6,30.95,32.3,353,36.1,232,36.1,35.6,4e-05,1.0,0.0,-0.01266,0.0,444 +1619,AAPL240315P00115000,AAPL,2024-03-15,115.0,put,2022-12-27,10.65,10.65,11.05,2,10.7,702,10.7,10.65,0.47985,-0.18712,0.00331,-0.02,0.45443,444 +1620,AAPL240315C00120000,AAPL,2024-03-15,120.0,call,2022-12-27,28.55,27.65,28.85,4,28.6,50,28.6,28.55,4e-05,1.0,0.0,-0.01321,0.0,444 +1621,AAPL240315P00120000,AAPL,2024-03-15,120.0,put,2022-12-27,12.4,12.4,12.8,86,12.9,852,12.9,12.4,0.47916,-0.20939,0.00355,-0.0211,0.48636,444 +1622,AAPL240315C00125000,AAPL,2024-03-15,125.0,call,2022-12-27,25.65,25.25,25.8,10,25.0,42,25.65,24.95,4e-05,1.0,0.0,-0.01376,0.0,444 +1623,AAPL240315P00125000,AAPL,2024-03-15,125.0,put,2022-12-27,14.45,14.4,14.75,53,14.35,946,14.67,14.35,0.48023,-0.23244,0.00376,-0.02214,0.51633,444 +1624,AAPL240315C00130000,AAPL,2024-03-15,130.0,call,2022-12-27,23.0,22.65,23.15,53,22.6,100,23.0,22.6,4e-05,1.0,0.0,-0.01431,0.0,444 +1625,AAPL240315P00130000,AAPL,2024-03-15,130.0,put,2022-12-27,16.67,16.55,17.0,46,17.19,633,17.19,16.67,0.48267,-0.25586,0.00394,-0.02311,0.54378,444 +1626,AAPL240315C00135000,AAPL,2024-03-15,135.0,call,2022-12-27,21.25,20.15,20.65,1,21.25,77,21.25,21.25,4e-05,1.0,0.0,-0.01486,0.0,444 +1627,AAPL240315P00135000,AAPL,2024-03-15,135.0,put,2022-12-27,19.15,18.9,19.35,44,19.1,244,19.2,19.1,0.48519,-0.27928,0.0041,-0.02392,0.56833,444 +1628,AAPL240315C00140000,AAPL,2024-03-15,140.0,call,2022-12-27,18.15,17.85,18.4,63,18.12,613,18.25,17.9,4e-05,1.0,0.0,-0.01541,0.0,444 +1629,AAPL240315P00140000,AAPL,2024-03-15,140.0,put,2022-12-27,21.6,21.5,21.95,271,21.8,1776,22.4,21.6,0.48962,-0.3025,0.00422,-0.02468,0.58996,444 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+1672,AAPL240315C00250000,AAPL,2024-03-15,250.0,call,2022-12-27,0.73,0.64,0.95,2,0.75,8,0.75,0.73,0.23212,0.05312,0.00276,-0.00563,0.18294,444 +1673,AAPL240315P00250000,AAPL,2024-03-15,250.0,put,2022-12-27,0.0,118.75,121.7,0,0.0,0,0.0,0.0,0.85186,-0.5021,0.00277,-0.04192,0.67438,444 +1674,AAPL240315C00255000,AAPL,2024-03-15,255.0,call,2022-12-27,0.6,0.6,0.82,2,0.65,20,0.65,0.6,0.2351,0.04766,0.0025,-0.0052,0.16779,444 +1675,AAPL240315P00255000,AAPL,2024-03-15,255.0,put,2022-12-27,0.0,123.5,126.6,0,0.0,0,0.0,0.0,0.86506,-0.50459,0.00273,-0.04231,0.67435,444 +1676,AAPL240315C00260000,AAPL,2024-03-15,260.0,call,2022-12-27,0.62,0.25,0.92,2,0.62,208,0.62,0.62,0.23457,0.04028,0.00219,-0.00451,0.1465,444 +1677,AAPL240315P00260000,AAPL,2024-03-15,260.0,put,2022-12-27,0.0,128.65,131.5,0,0.0,0,0.0,0.0,0.88093,-0.50556,0.00268,-0.04292,0.67433,444 +1678,AAPL240315C00265000,AAPL,2024-03-15,265.0,call,2022-12-27,0.8,0.19,0.84,2,0.75,368,0.8,0.75,0.2367,0.03575,0.00197,-0.00411,0.13291,444 +1679,AAPL240315P00265000,AAPL,2024-03-15,265.0,put,2022-12-27,0.0,133.0,136.55,0,0.0,0,0.0,0.0,0.89153,-0.50858,0.00265,-0.04312,0.67424,444 +1680,AAPL240315C00270000,AAPL,2024-03-15,270.0,call,2022-12-27,0.5,0.15,0.68,23,0.5,622,0.5,0.5,0.2354,0.02967,0.00169,-0.0035,0.11398,444 +1681,AAPL240315P00270000,AAPL,2024-03-15,270.0,put,2022-12-27,0.0,138.2,141.6,0,0.0,0,0.0,0.0,0.90816,-0.50862,0.0026,-0.04378,0.67423,444 +1682,AAPL240315C00275000,AAPL,2024-03-15,275.0,call,2022-12-27,0.38,0.3,0.48,4,0.39,1231,0.4,0.38,0.23975,0.02768,0.00157,-0.00335,0.10757,444 +1683,AAPL240315P00275000,AAPL,2024-03-15,275.0,put,2022-12-27,139.65,143.45,146.6,4,139.7,0,139.75,139.65,0.92449,-0.50853,0.00255,-0.04443,0.67424,444 +1684,AAPL240315C00280000,AAPL,2024-03-15,280.0,call,2022-12-27,0.38,0.07,0.65,2,0.38,312,0.38,0.38,0.24326,0.02548,0.00144,-0.00316,0.1004,444 +1685,AAPL240315P00280000,AAPL,2024-03-15,280.0,put,2022-12-27,0.0,148.4,151.6,0,0.0,0,0.0,0.0,0.9383,-0.50932,0.00251,-0.04489,0.67421,444 +1686,AAPL240315C00285000,AAPL,2024-03-15,285.0,call,2022-12-27,0.51,0.08,0.51,1,0.51,471,0.51,0.51,0.24242,0.0214,0.00125,-0.00271,0.08668,444 +1687,AAPL240315P00285000,AAPL,2024-03-15,285.0,put,2022-12-27,136.45,153.4,156.6,2,136.4,0,136.45,136.4,0.95226,-0.5098,0.00248,-0.04536,0.67419,444 +1688,AAPL240621C00050000,AAPL,2024-06-21,50.0,call,2022-12-27,84.99,81.8,85.3,1,84.99,1535,84.99,84.99,4e-05,1.0,0.0,-0.00544,0.0,542 +1689,AAPL240621P00050000,AAPL,2024-06-21,50.0,put,2022-12-27,0.9,0.73,0.95,32,0.9,10103,0.9,0.84,0.54546,-0.01802,0.00043,-0.00375,0.08276,542 +1690,AAPL240621C00055000,AAPL,2024-06-21,55.0,call,2022-12-27,78.8,77.3,80.75,2,79.0,907,79.0,78.8,4e-05,1.0,0.0,-0.00599,0.0,542 +1691,AAPL240621P00055000,AAPL,2024-06-21,55.0,put,2022-12-27,0.95,0.78,1.49,300,0.95,1507,0.95,0.95,0.53471,-0.0239,0.00056,-0.00463,0.10511,542 +1692,AAPL240621C00060000,AAPL,2024-06-21,60.0,call,2022-12-27,79.98,73.05,76.4,276,80.65,887,80.65,79.98,4e-05,1.0,0.0,-0.00653,0.0,542 +1693,AAPL240621P00060000,AAPL,2024-06-21,60.0,put,2022-12-27,1.45,1.05,1.86,1,1.45,1000,1.45,1.45,0.52181,-0.03038,0.00071,-0.00548,0.1284,542 +1694,AAPL240621C00065000,AAPL,2024-06-21,65.0,call,2022-12-27,71.95,68.9,72.05,3,71.95,495,71.95,71.95,4e-05,1.0,0.0,-0.00707,0.0,542 +1695,AAPL240621P00065000,AAPL,2024-06-21,65.0,put,2022-12-27,1.82,1.74,2.01,1,1.82,296,1.82,1.8199999999999998,0.51266,-0.03841,0.00087,-0.00647,0.15573,542 +1696,AAPL240621C00070000,AAPL,2024-06-21,70.0,call,2022-12-27,65.29,64.95,67.7,1,65.29,356,65.29,65.29,4e-05,1.0,0.0,-0.00762,0.0,542 +1697,AAPL240621P00070000,AAPL,2024-06-21,70.0,put,2022-12-27,2.36,2.25,2.51,42,2.36,2168,2.36,2.36,0.50472,-0.04776,0.00105,-0.00753,0.1857,542 +1698,AAPL240621C00075000,AAPL,2024-06-21,75.0,call,2022-12-27,63.55,61.5,63.6,1,63.55,1498,63.55,63.55,4e-05,1.0,0.0,-0.00816,0.0,542 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+1725,AAPL240621P00140000,AAPL,2024-06-21,140.0,put,2022-12-27,22.65,22.75,23.7,9,22.65,7499,22.65,22.65,0.4771,-0.29577,0.00388,-0.02051,0.6452,542 +1726,AAPL240621C00145000,AAPL,2024-06-21,145.0,call,2022-12-27,18.6,18.2,19.0,9,18.0,2850,18.66,18.0,0.12516,0.78337,0.01255,-0.01794,0.54812,542 +1727,AAPL240621P00145000,AAPL,2024-06-21,145.0,put,2022-12-27,25.65,25.55,26.45,32,26.1,5581,26.1,25.65,0.48153,-0.31659,0.00396,-0.02096,0.66491,542 +1728,AAPL240621C00150000,AAPL,2024-06-21,150.0,call,2022-12-27,16.75,16.45,16.9,20,16.8,15187,16.83,15.95,0.14629,0.69292,0.01286,-0.0191,0.65619,542 +1729,AAPL240621P00150000,AAPL,2024-06-21,150.0,put,2022-12-27,28.64,28.5,29.2,27,29.3,3699,29.3,28.64,0.48512,-0.33698,0.00403,-0.02125,0.682,542 +1730,AAPL240621C00155000,AAPL,2024-06-21,155.0,call,2022-12-27,14.75,14.45,15.1,166,14.8,2790,14.96,14.2,0.15881,0.62158,0.01282,-0.01962,0.71024,542 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+1737,AAPL240621P00170000,AAPL,2024-06-21,170.0,put,2022-12-27,43.47,42.0,43.8,22,43.6,2819,44.0,43.09,0.52128,-0.40631,0.00398,-0.02272,0.72447,542 +1738,AAPL240621C00175000,AAPL,2024-06-21,175.0,call,2022-12-27,9.12,8.9,9.55,123,9.3,7764,9.3,8.94,0.19184,0.41059,0.01085,-0.019,0.72632,542 +1739,AAPL240621P00175000,AAPL,2024-06-21,175.0,put,2022-12-27,46.8,46.55,47.4,4,46.9,3400,46.95,46.8,0.53455,-0.41971,0.00391,-0.02318,0.72997,542 +1740,AAPL240621C00180000,AAPL,2024-06-21,180.0,call,2022-12-27,7.92,7.8,8.3,12,7.95,5302,8.03,7.92,0.19527,0.36832,0.01034,-0.01823,0.70414,542 +1741,AAPL240621P00180000,AAPL,2024-06-21,180.0,put,2022-12-27,50.5,50.25,52.4,7,50.5,1366,50.5,50.5,0.55042,-0.43099,0.00382,-0.02374,0.73394,542 +1742,AAPL240621C00185000,AAPL,2024-06-21,185.0,call,2022-12-27,7.0,6.85,7.35,12,7.15,3093,7.15,6.95,0.19962,0.33128,0.00973,-0.01748,0.67744,542 +1743,AAPL240621P00185000,AAPL,2024-06-21,185.0,put,2022-12-27,55.78,54.65,57.05,14,56.85,1014,56.85,55.78,0.56751,-0.44058,0.00372,-0.02436,0.73683,542 +1744,AAPL240621C00190000,AAPL,2024-06-21,190.0,call,2022-12-27,6.1,5.9,6.55,8,6.15,4574,6.25,6.1,0.20298,0.29705,0.00913,-0.01661,0.64647,542 +1745,AAPL240621P00190000,AAPL,2024-06-21,190.0,put,2022-12-27,60.58,59.55,61.5,12,60.64,1643,60.64,60.58,0.58567,-0.44857,0.00362,-0.02502,0.73891,542 +1746,AAPL240621C00195000,AAPL,2024-06-21,195.0,call,2022-12-27,5.5,5.25,5.6,82,5.93,2912,5.93,5.3,0.20542,0.2652,0.00854,-0.01563,0.61199,542 +1747,AAPL240621P00195000,AAPL,2024-06-21,195.0,put,2022-12-27,64.98,64.15,66.55,2,64.98,2179,64.98,64.98,0.60497,-0.45499,0.00351,-0.02575,0.74036,542 +1748,AAPL240621C00200000,AAPL,2024-06-21,200.0,call,2022-12-27,4.6,4.6,5.05,166,4.7,7016,5.1,4.6,0.20947,0.23898,0.00793,-0.01484,0.57927,542 +1749,AAPL240621P00200000,AAPL,2024-06-21,200.0,put,2022-12-27,69.95,68.6,71.55,8,70.46,3974,70.46,69.15,0.62199,-0.46135,0.00342,-0.02632,0.74161,542 +1750,AAPL240621C00205000,AAPL,2024-06-21,205.0,call,2022-12-27,4.1,3.95,4.5,1,4.1,1283,4.1,4.1,0.21191,0.21357,0.00735,-0.01389,0.54362,542 +1751,AAPL240621P00205000,AAPL,2024-06-21,205.0,put,2022-12-27,73.72,73.3,76.55,5,73.72,0,73.72,73.72,0.63999,-0.46642,0.00333,-0.02695,0.74247,542 +1752,AAPL240621C00210000,AAPL,2024-06-21,210.0,call,2022-12-27,3.77,3.45,3.95,15,3.7,2513,3.77,3.6,0.2142,0.19075,0.0068,-0.01296,0.50806,542 +1753,AAPL240621P00210000,AAPL,2024-06-21,210.0,put,2022-12-27,78.4,78.85,81.7,2,78.55,6,78.55,78.4,0.6641,-0.46801,0.00321,-0.02797,0.74271,542 +1754,AAPL240621C00215000,AAPL,2024-06-21,215.0,call,2022-12-27,3.15,3.15,3.3,17,2.9,1840,3.15,2.9,0.21595,0.16971,0.00627,-0.01201,0.47211,542 +1755,AAPL240621P00215000,AAPL,2024-06-21,215.0,put,2022-12-27,68.7,83.8,86.65,2,68.65,0,68.7,68.65,0.68218,-0.47147,0.00312,-0.02861,0.7432,542 +1756,AAPL240621C00220000,AAPL,2024-06-21,220.0,call,2022-12-27,2.79,2.71,2.98,20,2.83,1510,2.9,2.79,0.21839,0.15196,0.00577,-0.01119,0.43925,542 +1757,AAPL240621P00220000,AAPL,2024-06-21,220.0,put,2022-12-27,69.17,88.9,91.65,2,69.0,4,69.17,69.0,0.70095,-0.47396,0.00304,-0.02929,0.74352,542 +1758,AAPL240621C00225000,AAPL,2024-06-21,225.0,call,2022-12-27,2.52,2.35,2.66,32,2.42,2243,2.52,2.42,0.2206,0.13596,0.0053,-0.01039,0.40748,542 +1759,AAPL240621P00225000,AAPL,2024-06-21,225.0,put,2022-12-27,95.0,93.05,96.65,2,94.9,0,95.0,94.9,0.71285,-0.47897,0.00299,-0.02952,0.74407,542 +1760,AAPL240621C00230000,AAPL,2024-06-21,230.0,call,2022-12-27,2.08,2.04,2.41,5,2.24,1358,2.24,2.08,0.22312,0.1222,0.00486,-0.00968,0.37842,542 +1761,AAPL240621P00230000,AAPL,2024-06-21,230.0,put,2022-12-27,84.5,98.0,101.55,1,84.5,1,84.5,84.5,0.72887,-0.4816,0.00293,-0.03002,0.74432,542 +1762,AAPL240621C00235000,AAPL,2024-06-21,235.0,call,2022-12-27,2.02,1.78,2.09,5,2.02,615,2.02,2.02,0.22419,0.10824,0.00444,-0.00886,0.34715,542 +1763,AAPL240621P00235000,AAPL,2024-06-21,235.0,put,2022-12-27,98.62,102.85,106.7,1,98.62,0,98.62,98.62,0.74558,-0.48342,0.00286,-0.03056,0.74447,542 +1764,AAPL240621C00240000,AAPL,2024-06-21,240.0,call,2022-12-27,1.9,1.58,1.85,4,1.9,925,1.9,1.9,0.22633,0.09714,0.00406,-0.00821,0.32089,542 +1765,AAPL240621P00240000,AAPL,2024-06-21,240.0,put,2022-12-27,95.43,108.7,111.65,2,95.46,0,95.46,95.43,0.76717,-0.48253,0.00278,-0.03143,0.7444,542 +1766,AAPL240621C00245000,AAPL,2024-06-21,245.0,call,2022-12-27,1.73,1.38,1.68,2,1.76,1599,1.76,1.73,0.22861,0.08751,0.00372,-0.00763,0.29702,542 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61] pd.testing.assert_frame_equal(new_df[sample_df.columns], new_df)