test.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from datetime import datetime\n",
    "from tqdm import tqdm\n",
    "\n",
    "import time\n",
    "import requests\n",
    "import datetime\n",
    "import pandas as pd\n",
    "from collections import defaultdict\n",
    "from typing import Any, Union\n",
    "from string import Template\n",
    "from enum import Enum\n",
    "from tqdm import tqdm\n",
    "import numpy as np\n",
    "from pathlib import Path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "tools = pd.read_parquet('/Users/arshath/play/openautonomy/olas-prediction-live-dashboard/data/tools.parquet')\n",
    "# trades = pd.read_parquet('/Users/arshath/play/openautonomy/olas-prediction-live-dashboard/data/all_trades_profitability.parquet')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "IRRELEVANT_TOOLS = [\n",
    "    \"openai-text-davinci-002\",\n",
    "    \"openai-text-davinci-003\",\n",
    "    \"openai-gpt-3.5-turbo\",\n",
    "    \"openai-gpt-4\",\n",
    "    \"stabilityai-stable-diffusion-v1-5\",\n",
    "    \"stabilityai-stable-diffusion-xl-beta-v2-2-2\",\n",
    "    \"stabilityai-stable-diffusion-512-v2-1\",\n",
    "    \"stabilityai-stable-diffusion-768-v2-1\",\n",
    "    \"deepmind-optimization-strong\",\n",
    "    \"deepmind-optimization\",\n",
    "]\n",
    "QUERY_BATCH_SIZE = 1000\n",
    "DUST_THRESHOLD = 10000000000000\n",
    "INVALID_ANSWER_HEX = (\n",
    "    \"0xffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff\"\n",
    ")\n",
    "INVALID_ANSWER = -1\n",
    "FPMM_CREATOR = \"0x89c5cc945dd550bcffb72fe42bff002429f46fec\"\n",
    "DEFAULT_FROM_DATE = \"1970-01-01T00:00:00\"\n",
    "DEFAULT_TO_DATE = \"2038-01-19T03:14:07\"\n",
    "DEFAULT_FROM_TIMESTAMP = 0\n",
    "DEFAULT_TO_TIMESTAMP = 2147483647\n",
    "WXDAI_CONTRACT_ADDRESS = \"0xe91D153E0b41518A2Ce8Dd3D7944Fa863463a97d\"\n",
    "DEFAULT_MECH_FEE = 0.01\n",
    "DUST_THRESHOLD = 10000000000000\n",
    "SCRIPTS_DIR = Path('/Users/arshath/play/openautonomy/olas-prediction-live-dashboard/scripts')\n",
    "ROOT_DIR = SCRIPTS_DIR.parent\n",
    "DATA_DIR = ROOT_DIR / \"data\"\n",
    "\n",
    "class MarketState(Enum):\n",
    "    \"\"\"Market state\"\"\"\n",
    "\n",
    "    OPEN = 1\n",
    "    PENDING = 2\n",
    "    FINALIZING = 3\n",
    "    ARBITRATING = 4\n",
    "    CLOSED = 5\n",
    "\n",
    "    def __str__(self) -> str:\n",
    "        \"\"\"Prints the market status.\"\"\"\n",
    "        return self.name.capitalize()\n",
    "\n",
    "\n",
    "class MarketAttribute(Enum):\n",
    "    \"\"\"Attribute\"\"\"\n",
    "\n",
    "    NUM_TRADES = \"Num_trades\"\n",
    "    WINNER_TRADES = \"Winner_trades\"\n",
    "    NUM_REDEEMED = \"Num_redeemed\"\n",
    "    INVESTMENT = \"Investment\"\n",
    "    FEES = \"Fees\"\n",
    "    MECH_CALLS = \"Mech_calls\"\n",
    "    MECH_FEES = \"Mech_fees\"\n",
    "    EARNINGS = \"Earnings\"\n",
    "    NET_EARNINGS = \"Net_earnings\"\n",
    "    REDEMPTIONS = \"Redemptions\"\n",
    "    ROI = \"ROI\"\n",
    "\n",
    "    def __str__(self) -> str:\n",
    "        \"\"\"Prints the attribute.\"\"\"\n",
    "        return self.value\n",
    "\n",
    "    def __repr__(self) -> str:\n",
    "        \"\"\"Prints the attribute representation.\"\"\"\n",
    "        return self.name\n",
    "\n",
    "    @staticmethod\n",
    "    def argparse(s: str) -> \"MarketAttribute\":\n",
    "        \"\"\"Performs string conversion to MarketAttribute.\"\"\"\n",
    "        try:\n",
    "            return MarketAttribute[s.upper()]\n",
    "        except KeyError as e:\n",
    "            raise ValueError(f\"Invalid MarketAttribute: {s}\") from e\n",
    "\n",
    "\n",
    "ALL_TRADES_STATS_DF_COLS = [\n",
    "    \"trader_address\",\n",
    "    \"trade_id\",\n",
    "    \"creation_timestamp\",\n",
    "    \"title\",\n",
    "    \"market_status\",\n",
    "    \"collateral_amount\",\n",
    "    \"outcome_index\",\n",
    "    \"trade_fee_amount\",\n",
    "    \"outcomes_tokens_traded\",\n",
    "    \"current_answer\",\n",
    "    \"is_invalid\",\n",
    "    \"winning_trade\",\n",
    "    \"earnings\",\n",
    "    \"redeemed\",\n",
    "    \"redeemed_amount\",\n",
    "    \"num_mech_calls\",\n",
    "    \"mech_fee_amount\",\n",
    "    \"net_earnings\",\n",
    "    \"roi\",\n",
    "]\n",
    "\n",
    "SUMMARY_STATS_DF_COLS = [\n",
    "    \"trader_address\",\n",
    "    \"num_trades\",\n",
    "    \"num_winning_trades\",\n",
    "    \"num_redeemed\",\n",
    "    \"total_investment\",\n",
    "    \"total_trade_fees\",\n",
    "    \"num_mech_calls\",\n",
    "    \"total_mech_fees\",\n",
    "    \"total_earnings\",\n",
    "    \"total_redeemed_amount\",\n",
    "    \"total_net_earnings\",\n",
    "    \"total_net_earnings_wo_mech_fees\",\n",
    "    \"total_roi\",\n",
    "    \"total_roi_wo_mech_fees\",\n",
    "    \"mean_mech_calls_per_trade\",\n",
    "    \"mean_mech_fee_amount_per_trade\",\n",
    "]\n",
    "headers = {\n",
    "    \"Accept\": \"application/json, multipart/mixed\",\n",
    "    \"Content-Type\": \"application/json\",\n",
    "}\n",
    "\n",
    "\n",
    "omen_xdai_trades_query = Template(\n",
    "    \"\"\"\n",
    "    {\n",
    "        fpmmTrades(\n",
    "            where: {\n",
    "                type: Buy,\n",
    "                fpmm_: {\n",
    "                    creator: \"${fpmm_creator}\"\n",
    "                    creationTimestamp_gte: \"${fpmm_creationTimestamp_gte}\",\n",
    "                    creationTimestamp_lt: \"${fpmm_creationTimestamp_lte}\"\n",
    "                },\n",
    "                creationTimestamp_gte: \"${creationTimestamp_gte}\",\n",
    "                creationTimestamp_lte: \"${creationTimestamp_lte}\"\n",
    "                id_gt: \"${id_gt}\"\n",
    "            }\n",
    "            first: ${first}\n",
    "            orderBy: id\n",
    "            orderDirection: asc\n",
    "        ) {\n",
    "            id\n",
    "            title\n",
    "            collateralToken\n",
    "            outcomeTokenMarginalPrice\n",
    "            oldOutcomeTokenMarginalPrice\n",
    "            type\n",
    "            creator {\n",
    "                id\n",
    "            }\n",
    "            creationTimestamp\n",
    "            collateralAmount\n",
    "            collateralAmountUSD\n",
    "            feeAmount\n",
    "            outcomeIndex\n",
    "            outcomeTokensTraded\n",
    "            transactionHash\n",
    "            fpmm {\n",
    "                id\n",
    "                outcomes\n",
    "                title\n",
    "                answerFinalizedTimestamp\n",
    "                currentAnswer\n",
    "                isPendingArbitration\n",
    "                arbitrationOccurred\n",
    "                openingTimestamp\n",
    "                condition {\n",
    "                    id\n",
    "                }\n",
    "            }\n",
    "        }\n",
    "    }\n",
    "    \"\"\"\n",
    ")\n",
    "\n",
    "\n",
    "conditional_tokens_gc_user_query = Template(\n",
    "    \"\"\"\n",
    "    {\n",
    "        user(id: \"${id}\") {\n",
    "            userPositions(\n",
    "                first: ${first}\n",
    "                where: {\n",
    "                    id_gt: \"${userPositions_id_gt}\"\n",
    "                }\n",
    "                orderBy: id\n",
    "            ) {\n",
    "                balance\n",
    "                id\n",
    "                position {\n",
    "                    id\n",
    "                    conditionIds\n",
    "                }\n",
    "                totalBalance\n",
    "                wrappedBalance\n",
    "            }\n",
    "        }\n",
    "    }\n",
    "    \"\"\"\n",
    ")\n",
    "\n",
    "\n",
    "def _to_content(q: str) -> dict[str, Any]:\n",
    "    \"\"\"Convert the given query string to payload content, i.e., add it under a `queries` key and convert it to bytes.\"\"\"\n",
    "    finalized_query = {\n",
    "        \"query\": q,\n",
    "        \"variables\": None,\n",
    "        \"extensions\": {\"headers\": None},\n",
    "    }\n",
    "    return finalized_query\n",
    "\n",
    "\n",
    "def _query_omen_xdai_subgraph(\n",
    "    from_timestamp: float,\n",
    "    to_timestamp: float,\n",
    "    fpmm_from_timestamp: float,\n",
    "    fpmm_to_timestamp: float,\n",
    ") -> dict[str, Any]:\n",
    "    \"\"\"Query the subgraph.\"\"\"\n",
    "    url = \"https://api.thegraph.com/subgraphs/name/protofire/omen-xdai\"\n",
    "\n",
    "    grouped_results = defaultdict(list)\n",
    "    id_gt = \"\"\n",
    "\n",
    "    while True:\n",
    "        query = omen_xdai_trades_query.substitute(\n",
    "            fpmm_creator=FPMM_CREATOR.lower(),\n",
    "            creationTimestamp_gte=int(from_timestamp),\n",
    "            creationTimestamp_lte=int(to_timestamp),\n",
    "            fpmm_creationTimestamp_gte=int(fpmm_from_timestamp),\n",
    "            fpmm_creationTimestamp_lte=int(fpmm_to_timestamp),\n",
    "            first=QUERY_BATCH_SIZE,\n",
    "            id_gt=id_gt,\n",
    "        )\n",
    "        content_json = _to_content(query)\n",
    "        res = requests.post(url, headers=headers, json=content_json)\n",
    "        result_json = res.json()\n",
    "        user_trades = result_json.get(\"data\", {}).get(\"fpmmTrades\", [])\n",
    "\n",
    "        if not user_trades:\n",
    "            break\n",
    "\n",
    "        for trade in user_trades:\n",
    "            fpmm_id = trade.get(\"fpmm\", {}).get(\"id\")\n",
    "            grouped_results[fpmm_id].append(trade)\n",
    "\n",
    "        id_gt = user_trades[len(user_trades) - 1][\"id\"]\n",
    "\n",
    "    all_results = {\n",
    "        \"data\": {\n",
    "            \"fpmmTrades\": [\n",
    "                trade\n",
    "                for trades_list in grouped_results.values()\n",
    "                for trade in trades_list\n",
    "            ]\n",
    "        }\n",
    "    }\n",
    "\n",
    "    return all_results\n",
    "\n",
    "\n",
    "def _query_conditional_tokens_gc_subgraph(creator: str) -> dict[str, Any]:\n",
    "    \"\"\"Query the subgraph.\"\"\"\n",
    "    url = \"https://api.thegraph.com/subgraphs/name/gnosis/conditional-tokens-gc\"\n",
    "\n",
    "    all_results: dict[str, Any] = {\"data\": {\"user\": {\"userPositions\": []}}}\n",
    "    userPositions_id_gt = \"\"\n",
    "    while True:\n",
    "        query = conditional_tokens_gc_user_query.substitute(\n",
    "            id=creator.lower(),\n",
    "            first=QUERY_BATCH_SIZE,\n",
    "            userPositions_id_gt=userPositions_id_gt,\n",
    "        )\n",
    "        content_json = {\"query\": query}\n",
    "        res = requests.post(url, headers=headers, json=content_json)\n",
    "        result_json = res.json()\n",
    "        user_data = result_json.get(\"data\", {}).get(\"user\", {})\n",
    "\n",
    "        if not user_data:\n",
    "            break\n",
    "\n",
    "        user_positions = user_data.get(\"userPositions\", [])\n",
    "\n",
    "        if user_positions:\n",
    "            all_results[\"data\"][\"user\"][\"userPositions\"].extend(user_positions)\n",
    "            userPositions_id_gt = user_positions[len(user_positions) - 1][\"id\"]\n",
    "        else:\n",
    "            break\n",
    "\n",
    "    if len(all_results[\"data\"][\"user\"][\"userPositions\"]) == 0:\n",
    "        return {\"data\": {\"user\": None}}\n",
    "\n",
    "    return all_results\n",
    "\n",
    "\n",
    "def convert_hex_to_int(x: Union[str, float]) -> Union[int, float]:\n",
    "    \"\"\"Convert hex to int\"\"\"\n",
    "    if isinstance(x, float):\n",
    "        return np.nan\n",
    "    elif isinstance(x, str):\n",
    "        if x == INVALID_ANSWER_HEX:\n",
    "            return -1\n",
    "        else:\n",
    "            return int(x, 16)\n",
    "\n",
    "\n",
    "def wei_to_unit(wei: int) -> float:\n",
    "    \"\"\"Converts wei to currency unit.\"\"\"\n",
    "    return wei / 10**18\n",
    "\n",
    "\n",
    "def _is_redeemed(user_json: dict[str, Any], fpmmTrade: dict[str, Any]) -> bool:\n",
    "    \"\"\"Returns whether the user has redeemed the position.\"\"\"\n",
    "    user_positions = user_json[\"data\"][\"user\"][\"userPositions\"]\n",
    "    outcomes_tokens_traded = int(fpmmTrade[\"outcomeTokensTraded\"])\n",
    "    condition_id = fpmmTrade[\"fpmm.condition.id\"]\n",
    "\n",
    "    for position in user_positions:\n",
    "        position_condition_ids = position[\"position\"][\"conditionIds\"]\n",
    "        balance = int(position[\"balance\"])\n",
    "\n",
    "        if condition_id in position_condition_ids:\n",
    "            if balance == 0:\n",
    "                return True\n",
    "            # return early\n",
    "            return False\n",
    "    return False\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def determine_market_status(trade, current_answer):\n",
    "    \"\"\"Determine the market status of a trade.\"\"\"\n",
    "    if current_answer is np.nan and time.time() >= int(trade[\"fpmm.openingTimestamp\"]):\n",
    "        return MarketState.PENDING\n",
    "    elif current_answer == np.nan:\n",
    "        return MarketState.OPEN\n",
    "    elif trade[\"fpmm.isPendingArbitration\"]:\n",
    "        return MarketState.ARBITRATING\n",
    "    elif time.time() < int(trade[\"fpmm.answerFinalizedTimestamp\"]):\n",
    "        return MarketState.FINALIZING\n",
    "    return MarketState.CLOSED"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing creators:   0%|          | 0/280 [00:00<?, ?it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 350 because currentAnswer is NaN\n",
      "Skipping trade 1385 because currentAnswer is NaN\n",
      "Skipping trade 1971 because currentAnswer is NaN\n",
      "Skipping trade 2661 because currentAnswer is NaN\n",
      "Skipping trade 2919 because currentAnswer is NaN\n",
      "Skipping trade 3348 because currentAnswer is NaN\n",
      "Skipping trade 7030 because currentAnswer is NaN\n",
      "Skipping trade 7750 because currentAnswer is NaN\n",
      "Skipping trade 8527 because currentAnswer is NaN\n",
      "Skipping trade 9144 because currentAnswer is NaN\n",
      "Skipping trade 10895 because currentAnswer is NaN\n",
      "Skipping trade 14351 because currentAnswer is NaN\n",
      "Skipping trade 15035 because currentAnswer is NaN\n",
      "Skipping trade 15207 because currentAnswer is NaN\n",
      "Skipping trade 15816 because currentAnswer is NaN\n",
      "Skipping trade 18829 because currentAnswer is NaN\n",
      "Skipping trade 21994 because currentAnswer is NaN\n",
      "Skipping trade 22976 because currentAnswer is NaN\n",
      "Skipping trade 29925 because currentAnswer is NaN\n",
      "Skipping trade 30361 because currentAnswer is NaN\n",
      "Skipping trade 32618 because currentAnswer is NaN\n",
      "Skipping trade 34639 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 35496 because currentAnswer is NaN\n",
      "Skipping trade 36908 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 41545 because currentAnswer is NaN\n",
      "Skipping trade 41774 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 508/508 [00:00<00:00, 1320.83it/s]\n",
      "Analysing creators:   0%|          | 1/280 [00:01<09:04,  1.95s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 59792 because currentAnswer is NaN\n",
      "Skipping trade 67835 because currentAnswer is NaN\n",
      "Skipping trade 70080 because currentAnswer is NaN\n",
      "Skipping trade 70770 because currentAnswer is NaN\n",
      "Skipping trade 72043 because currentAnswer is NaN\n",
      "Skipping trade 74107 because currentAnswer is NaN\n",
      "Skipping trade 79788 because currentAnswer is NaN\n",
      "Skipping trade 80208 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 81041 because currentAnswer is NaN\n",
      "Skipping trade 87614 because currentAnswer is NaN\n",
      "Skipping trade 93305 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 357 because currentAnswer is NaN\n",
      "Skipping trade 1851 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1978 because currentAnswer is NaN\n",
      "Skipping trade 3355 because currentAnswer is NaN\n",
      "Skipping trade 4332 because currentAnswer is NaN\n",
      "Skipping trade 4890 because currentAnswer is NaN\n",
      "Skipping trade 5664 because currentAnswer is NaN\n",
      "Skipping trade 6497 because currentAnswer is NaN\n",
      "Skipping trade 7755 because currentAnswer is NaN\n",
      "Skipping trade 8531 because currentAnswer is NaN\n",
      "Skipping trade 8815 because currentAnswer is NaN\n",
      "Skipping trade 9148 because currentAnswer is NaN\n",
      "Skipping trade 13184 because currentAnswer is NaN\n",
      "Skipping trade 14195 because currentAnswer is NaN\n",
      "Skipping trade 15042 because currentAnswer is NaN\n",
      "Skipping trade 15211 because currentAnswer is NaN\n",
      "Skipping trade 17555 because currentAnswer is NaN\n",
      "Skipping trade 17925 because currentAnswer is NaN\n",
      "Skipping trade 19060 because currentAnswer is NaN\n",
      "Skipping trade 23586 because currentAnswer is NaN\n",
      "Skipping trade 25911 because currentAnswer is NaN\n",
      "Skipping trade 29772 because currentAnswer is NaN\n",
      "Skipping trade 30375 because currentAnswer is NaN\n",
      "Skipping trade 32782 because currentAnswer is NaN\n",
      "Skipping trade 33512 because currentAnswer is NaN\n",
      "Skipping trade 33829 because currentAnswer is NaN\n",
      "Skipping trade 33845 because currentAnswer is NaN\n",
      "Skipping trade 34650 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 34748 because currentAnswer is NaN\n",
      "Skipping trade 35441 because currentAnswer is NaN\n",
      "Skipping trade 36241 because currentAnswer is NaN\n",
      "Skipping trade 36922 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37368 because currentAnswer is NaN\n",
      "Skipping trade 38634 because currentAnswer is NaN\n",
      "Skipping trade 39110 because currentAnswer is NaN\n",
      "Skipping trade 41670 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 594/594 [00:00<00:00, 1442.36it/s]\n",
      "Analysing creators:   1%|          | 2/280 [00:03<09:09,  1.98s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 44574 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 45628 because currentAnswer is NaN\n",
      "Skipping trade 45860 because currentAnswer is NaN\n",
      "Skipping trade 47753 because currentAnswer is NaN\n",
      "Skipping trade 48653 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 48984 because currentAnswer is NaN\n",
      "Skipping trade 51698 because currentAnswer is NaN\n",
      "Skipping trade 52960 because currentAnswer is NaN\n",
      "Skipping trade 53535 because currentAnswer is NaN\n",
      "Skipping trade 53591 because currentAnswer is NaN\n",
      "Skipping trade 56274 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 57172 because currentAnswer is NaN\n",
      "Skipping trade 58402 because currentAnswer is NaN\n",
      "Skipping trade 58648 because currentAnswer is NaN\n",
      "Skipping trade 59796 because currentAnswer is NaN\n",
      "Skipping trade 63284 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 67157 because currentAnswer is NaN\n",
      "Skipping trade 67848 because currentAnswer is NaN\n",
      "Skipping trade 70774 because currentAnswer is NaN\n",
      "Skipping trade 71589 because currentAnswer is NaN\n",
      "Skipping trade 72386 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 74116 because currentAnswer is NaN\n",
      "Skipping trade 76994 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 78764 because currentAnswer is NaN\n",
      "Skipping trade 79562 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79792 because currentAnswer is NaN\n",
      "Skipping trade 80026 because currentAnswer is NaN\n",
      "Skipping trade 80215 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 82384 because currentAnswer is NaN\n",
      "Skipping trade 87617 because currentAnswer is NaN\n",
      "Skipping trade 88949 because currentAnswer is NaN\n",
      "Skipping trade 89989 because currentAnswer is NaN\n",
      "Skipping trade 91067 because currentAnswer is NaN\n",
      "Skipping trade 91133 because currentAnswer is NaN\n",
      "Skipping trade 92214 because currentAnswer is NaN\n",
      "Skipping trade 93311 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 94903 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 358 because currentAnswer is NaN\n",
      "Skipping trade 1400 because currentAnswer is NaN\n",
      "Skipping trade 1979 because currentAnswer is NaN\n",
      "Skipping trade 2671 because currentAnswer is NaN\n",
      "Skipping trade 2672 because currentAnswer is NaN\n",
      "Skipping trade 2921 because currentAnswer is NaN\n",
      "Skipping trade 3357 because currentAnswer is NaN\n",
      "Skipping trade 7041 because currentAnswer is NaN\n",
      "Skipping trade 7756 because currentAnswer is NaN\n",
      "Skipping trade 8532 because currentAnswer is NaN\n",
      "Skipping trade 9150 because currentAnswer is NaN\n",
      "Skipping trade 10904 because currentAnswer is NaN\n",
      "Skipping trade 14196 because currentAnswer is NaN\n",
      "Skipping trade 14368 because currentAnswer is NaN\n",
      "Skipping trade 15043 because currentAnswer is NaN\n",
      "Skipping trade 17557 because currentAnswer is NaN\n",
      "Skipping trade 22002 because currentAnswer is NaN\n",
      "Skipping trade 22990 because currentAnswer is NaN\n",
      "Skipping trade 29933 because currentAnswer is NaN\n",
      "Skipping trade 30378 because currentAnswer is NaN\n",
      "Skipping trade 32626 because currentAnswer is NaN\n",
      "Skipping trade 32784 because currentAnswer is NaN\n",
      "Skipping trade 34652 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 35503 because currentAnswer is NaN\n",
      "Skipping trade 36032 because currentAnswer is NaN\n",
      "Skipping trade 36924 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37369 because currentAnswer is NaN\n",
      "Skipping trade 38636 because currentAnswer is NaN\n",
      "Skipping trade 41548 because currentAnswer is NaN\n",
      "Skipping trade 41672 because currentAnswer is NaN\n",
      "Skipping trade 41777 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 43340 because currentAnswer is NaN\n",
      "Skipping trade 44575 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 48656 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 56276 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 58627 because currentAnswer is NaN\n",
      "Skipping trade 59245 because currentAnswer is NaN\n",
      "Skipping trade 59802 because currentAnswer is NaN\n",
      "Skipping trade 63287 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 66843 because currentAnswer is NaN\n",
      "Skipping trade 67665 because currentAnswer is NaN\n",
      "Skipping trade 67851 because currentAnswer is NaN\n",
      "Skipping trade 70775 because currentAnswer is NaN\n",
      "Skipping trade 74118 because currentAnswer is NaN\n",
      "Skipping trade 76536 because currentAnswer is NaN\n",
      "Skipping trade 79794 because currentAnswer is NaN\n",
      "Skipping trade 81042 because currentAnswer is NaN\n",
      "Skipping trade 87619 because currentAnswer is NaN\n",
      "Skipping trade 90995 because currentAnswer is NaN\n",
      "Skipping trade 91134 because currentAnswer is NaN\n",
      "Skipping trade 92216 because currentAnswer is NaN\n",
      "Skipping trade 93313 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 613/613 [00:00<00:00, 1377.67it/s]\n",
      "Analysing creators:   1%|          | 3/280 [00:06<09:21,  2.03s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 1852 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1980 because currentAnswer is NaN\n",
      "Skipping trade 1981 because currentAnswer is NaN\n",
      "Skipping trade 2678 because currentAnswer is NaN\n",
      "Skipping trade 2679 because currentAnswer is NaN\n",
      "Skipping trade 2922 because currentAnswer is NaN\n",
      "Skipping trade 3358 because currentAnswer is NaN\n",
      "Skipping trade 3879 because currentAnswer is NaN\n",
      "Skipping trade 3880 because currentAnswer is NaN\n",
      "Skipping trade 3881 because currentAnswer is NaN\n",
      "Skipping trade 7042 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 9151 because currentAnswer is NaN\n",
      "Skipping trade 10804 because currentAnswer is NaN\n",
      "Skipping trade 10905 because currentAnswer is NaN\n",
      "Skipping trade 14197 because currentAnswer is NaN\n",
      "Skipping trade 14370 because currentAnswer is NaN\n",
      "Skipping trade 14371 because currentAnswer is NaN\n",
      "Skipping trade 14372 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 15826 because currentAnswer is NaN\n",
      "Skipping trade 17560 because currentAnswer is NaN\n",
      "Skipping trade 18838 because currentAnswer is NaN\n",
      "Skipping trade 21655 because currentAnswer is NaN\n",
      "Skipping trade 21656 because currentAnswer is NaN\n",
      "Skipping trade 22003 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 22991 because currentAnswer is NaN\n",
      "Skipping trade 22992 because currentAnswer is NaN\n",
      "Skipping trade 25763 because currentAnswer is NaN\n",
      "Skipping trade 25764 because currentAnswer is NaN\n",
      "Skipping trade 25765 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 29939 because currentAnswer is NaN\n",
      "Skipping trade 29940 because currentAnswer is NaN\n",
      "Skipping trade 30380 because currentAnswer is NaN\n",
      "Skipping trade 30381 because currentAnswer is NaN\n",
      "Skipping trade 32187 because currentAnswer is NaN\n",
      "Skipping trade 32220 because currentAnswer is NaN\n",
      "Skipping trade 32627 because currentAnswer is NaN\n",
      "Skipping trade 32628 because currentAnswer is NaN\n",
      "Skipping trade 32785 because currentAnswer is NaN\n",
      "Skipping trade 34653 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 34654 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 35507 because currentAnswer is NaN\n",
      "Skipping trade 35508 because currentAnswer is NaN\n",
      "Skipping trade 35509 because currentAnswer is NaN\n",
      "Skipping trade 35883 because currentAnswer is NaN\n",
      "Skipping trade 35884 because currentAnswer is NaN\n",
      "Skipping trade 35885 because currentAnswer is NaN\n",
      "Skipping trade 36034 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 36925 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 36926 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37370 because currentAnswer is NaN\n",
      "Skipping trade 37371 because currentAnswer is NaN\n",
      "Skipping trade 38638 because currentAnswer is NaN\n",
      "Skipping trade 41550 because currentAnswer is NaN\n",
      "Skipping trade 41674 because currentAnswer is NaN\n",
      "Skipping trade 41675 because currentAnswer is NaN\n",
      "Skipping trade 41778 because currentAnswer is NaN\n",
      "Skipping trade 41779 because currentAnswer is NaN\n",
      "Skipping trade 43341 because currentAnswer is NaN\n",
      "Skipping trade 43342 because currentAnswer is NaN\n",
      "Skipping trade 44290 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 44576 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 44577 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 45631 because currentAnswer is NaN\n",
      "Skipping trade 48658 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 50031 because currentAnswer is NaN\n",
      "Skipping trade 50032 because currentAnswer is NaN\n",
      "Skipping trade 50735 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 51700 because currentAnswer is NaN\n",
      "Skipping trade 53537 because currentAnswer is NaN\n",
      "Skipping trade 53594 because currentAnswer is NaN\n",
      "Skipping trade 54663 because currentAnswer is NaN\n",
      "Skipping trade 55041 because currentAnswer is NaN\n",
      "Skipping trade 55042 because currentAnswer is NaN\n",
      "Skipping trade 55043 because currentAnswer is NaN\n",
      "Skipping trade 56277 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 56278 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 58628 because currentAnswer is NaN\n",
      "Skipping trade 58629 because currentAnswer is NaN\n",
      "Skipping trade 59247 because currentAnswer is NaN\n",
      "Skipping trade 59248 because currentAnswer is NaN\n",
      "Skipping trade 59810 because currentAnswer is NaN\n",
      "Skipping trade 59811 because currentAnswer is NaN\n",
      "Skipping trade 60274 because currentAnswer is NaN\n",
      "Skipping trade 60275 because currentAnswer is NaN\n",
      "Skipping trade 60276 because currentAnswer is NaN\n",
      "Skipping trade 63288 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 63289 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 64872 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 66844 because currentAnswer is NaN\n",
      "Skipping trade 66959 because currentAnswer is NaN\n",
      "Skipping trade 66960 because currentAnswer is NaN\n",
      "Skipping trade 66961 because currentAnswer is NaN\n",
      "Skipping trade 67666 because currentAnswer is NaN\n",
      "Skipping trade 67853 because currentAnswer is NaN\n",
      "Skipping trade 67854 because currentAnswer is NaN\n",
      "Skipping trade 68664 because currentAnswer is NaN\n",
      "Skipping trade 68665 because currentAnswer is NaN\n",
      "Skipping trade 70776 because currentAnswer is NaN\n",
      "Skipping trade 70777 because currentAnswer is NaN\n",
      "Skipping trade 71590 because currentAnswer is NaN\n",
      "Skipping trade 72047 because currentAnswer is NaN\n",
      "Skipping trade 72388 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 72389 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 73673 because currentAnswer is NaN\n",
      "Skipping trade 73714 because currentAnswer is NaN\n",
      "Skipping trade 73715 because currentAnswer is NaN\n",
      "Skipping trade 73716 because currentAnswer is NaN\n",
      "Skipping trade 73776 because currentAnswer is NaN\n",
      "Skipping trade 74120 because currentAnswer is NaN\n",
      "Skipping trade 76537 because currentAnswer is NaN\n",
      "Skipping trade 76538 because currentAnswer is NaN\n",
      "Skipping trade 76996 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 76997 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79563 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79564 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79795 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 80217 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80218 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 81043 because currentAnswer is NaN\n",
      "Skipping trade 81348 because currentAnswer is NaN\n",
      "Skipping trade 81349 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 86975 because currentAnswer is NaN\n",
      "Skipping trade 87620 because currentAnswer is NaN\n",
      "Skipping trade 90998 because currentAnswer is NaN\n",
      "Skipping trade 90999 because currentAnswer is NaN\n",
      "Skipping trade 91135 because currentAnswer is NaN\n",
      "Skipping trade 92217 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 3587/3587 [00:03<00:00, 1183.85it/s]\n",
      "Analysing creators:   1%|▏         | 4/280 [00:13<19:26,  4.22s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 93314 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 93315 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 1408 because currentAnswer is NaN\n",
      "Skipping trade 1853 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1854 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1982 because currentAnswer is NaN\n",
      "Skipping trade 2680 because currentAnswer is NaN\n",
      "Skipping trade 2681 because currentAnswer is NaN\n",
      "Skipping trade 2682 because currentAnswer is NaN\n",
      "Skipping trade 2923 because currentAnswer is NaN\n",
      "Skipping trade 7043 because currentAnswer is NaN\n",
      "Skipping trade 7757 because currentAnswer is NaN\n",
      "Skipping trade 7758 because currentAnswer is NaN\n",
      "Skipping trade 8535 because currentAnswer is NaN\n",
      "Skipping trade 8536 because currentAnswer is NaN\n",
      "Skipping trade 9152 because currentAnswer is NaN\n",
      "Skipping trade 10906 because currentAnswer is NaN\n",
      "Skipping trade 10907 because currentAnswer is NaN\n",
      "Skipping trade 14198 because currentAnswer is NaN\n",
      "Skipping trade 15044 because currentAnswer is NaN\n",
      "Skipping trade 17561 because currentAnswer is NaN\n",
      "Skipping trade 17926 because currentAnswer is NaN\n",
      "Skipping trade 18839 because currentAnswer is NaN\n",
      "Skipping trade 19061 because currentAnswer is NaN\n",
      "Skipping trade 22004 because currentAnswer is NaN\n",
      "Skipping trade 22005 because currentAnswer is NaN\n",
      "Skipping trade 22139 because currentAnswer is NaN\n",
      "Skipping trade 22993 because currentAnswer is NaN\n",
      "Skipping trade 29941 because currentAnswer is NaN\n",
      "Skipping trade 29942 because currentAnswer is NaN\n",
      "Skipping trade 31272 because currentAnswer is NaN\n",
      "Skipping trade 32221 because currentAnswer is NaN\n",
      "Skipping trade 32629 because currentAnswer is NaN\n",
      "Skipping trade 32786 because currentAnswer is NaN\n",
      "Skipping trade 34655 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 35442 because currentAnswer is NaN\n",
      "Skipping trade 35510 because currentAnswer is NaN\n",
      "Skipping trade 35511 because currentAnswer is NaN\n",
      "Skipping trade 36927 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37372 because currentAnswer is NaN\n",
      "Skipping trade 38639 because currentAnswer is NaN\n",
      "Skipping trade 41551 because currentAnswer is NaN\n",
      "Skipping trade 41676 because currentAnswer is NaN\n",
      "Skipping trade 51701 because currentAnswer is NaN\n",
      "Skipping trade 54665 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 508/508 [00:00<00:00, 1461.64it/s]\n",
      "Analysing creators:   2%|▏         | 5/280 [00:15<15:29,  3.38s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 56279 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 63290 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 63291 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 67855 because currentAnswer is NaN\n",
      "Skipping trade 72390 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 73410 because currentAnswer is NaN\n",
      "Skipping trade 73674 because currentAnswer is NaN\n",
      "Skipping trade 73777 because currentAnswer is NaN\n",
      "Skipping trade 74121 because currentAnswer is NaN\n",
      "Skipping trade 76482 because currentAnswer is NaN\n",
      "Skipping trade 76539 because currentAnswer is NaN\n",
      "Skipping trade 76998 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80219 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 81350 because currentAnswer is NaN\n",
      "Skipping trade 81351 because currentAnswer is NaN\n",
      "Skipping trade 87621 because currentAnswer is NaN\n",
      "Skipping trade 91051 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 1855 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1983 because currentAnswer is NaN\n",
      "Skipping trade 1984 because currentAnswer is NaN\n",
      "Skipping trade 3359 because currentAnswer is NaN\n",
      "Skipping trade 3882 because currentAnswer is NaN\n",
      "Skipping trade 3883 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 14199 because currentAnswer is NaN\n",
      "Skipping trade 17562 because currentAnswer is NaN\n",
      "Skipping trade 21657 because currentAnswer is NaN\n",
      "Skipping trade 22994 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 30382 because currentAnswer is NaN\n",
      "Skipping trade 32223 because currentAnswer is NaN\n",
      "Skipping trade 32787 because currentAnswer is NaN\n",
      "Skipping trade 34656 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 34657 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 36928 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 36929 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37373 because currentAnswer is NaN\n",
      "Skipping trade 38640 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 41677 because currentAnswer is NaN\n",
      "Skipping trade 41678 because currentAnswer is NaN\n",
      "Skipping trade 41780 because currentAnswer is NaN\n",
      "Skipping trade 43343 because currentAnswer is NaN\n",
      "Skipping trade 45632 because currentAnswer is NaN\n",
      "Skipping trade 48659 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 51702 because currentAnswer is NaN\n",
      "Skipping trade 53538 because currentAnswer is NaN\n",
      "Skipping trade 53595 because currentAnswer is NaN\n",
      "Skipping trade 56280 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 59249 because currentAnswer is NaN\n",
      "Skipping trade 59812 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 63292 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 63293 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 67667 because currentAnswer is NaN\n",
      "Skipping trade 67856 because currentAnswer is NaN\n",
      "Skipping trade 70778 because currentAnswer is NaN\n",
      "Skipping trade 71591 because currentAnswer is NaN\n",
      "Skipping trade 72391 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 73717 because currentAnswer is NaN\n",
      "Skipping trade 74122 because currentAnswer is NaN\n",
      "Skipping trade 76483 because currentAnswer is NaN\n",
      "Skipping trade 76540 because currentAnswer is NaN\n",
      "Skipping trade 76999 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 77000 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79565 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79566 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79796 because currentAnswer is NaN\n",
      "Skipping trade 80220 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 2508/2508 [00:02<00:00, 1150.23it/s]\n",
      "Analysing creators:   2%|▏         | 6/280 [00:21<18:59,  4.16s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 87622 because currentAnswer is NaN\n",
      "Skipping trade 91136 because currentAnswer is NaN\n",
      "Skipping trade 93316 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 362 because currentAnswer is NaN\n",
      "Skipping trade 1410 because currentAnswer is NaN\n",
      "Skipping trade 1856 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1986 because currentAnswer is NaN\n",
      "Skipping trade 2683 because currentAnswer is NaN\n",
      "Skipping trade 3884 because currentAnswer is NaN\n",
      "Skipping trade 4333 because currentAnswer is NaN\n",
      "Skipping trade 4892 because currentAnswer is NaN\n",
      "Skipping trade 5666 because currentAnswer is NaN\n",
      "Skipping trade 6499 because currentAnswer is NaN\n",
      "Skipping trade 7045 because currentAnswer is NaN\n",
      "Skipping trade 7761 because currentAnswer is NaN\n",
      "Skipping trade 8540 because currentAnswer is NaN\n",
      "Skipping trade 8816 because currentAnswer is NaN\n",
      "Skipping trade 10910 because currentAnswer is NaN\n",
      "Skipping trade 10911 because currentAnswer is NaN\n",
      "Skipping trade 13185 because currentAnswer is NaN\n",
      "Skipping trade 14200 because currentAnswer is NaN\n",
      "Skipping trade 14375 because currentAnswer is NaN\n",
      "Skipping trade 15049 because currentAnswer is NaN\n",
      "Skipping trade 15213 because currentAnswer is NaN\n",
      "Skipping trade 15828 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 17564 because currentAnswer is NaN\n",
      "Skipping trade 17927 because currentAnswer is NaN\n",
      "Skipping trade 18841 because currentAnswer is NaN\n",
      "Skipping trade 18842 because currentAnswer is NaN\n",
      "Skipping trade 19064 because currentAnswer is NaN\n",
      "Skipping trade 22140 because currentAnswer is NaN\n",
      "Skipping trade 22997 because currentAnswer is NaN\n",
      "Skipping trade 23588 because currentAnswer is NaN\n",
      "Skipping trade 25766 because currentAnswer is NaN\n",
      "Skipping trade 26384 because currentAnswer is NaN\n",
      "Skipping trade 29944 because currentAnswer is NaN\n",
      "Skipping trade 30387 because currentAnswer is NaN\n",
      "Skipping trade 32188 because currentAnswer is NaN\n",
      "Skipping trade 32225 because currentAnswer is NaN\n",
      "Skipping trade 32226 because currentAnswer is NaN\n",
      "Skipping trade 32630 because currentAnswer is NaN\n",
      "Skipping trade 32788 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 33516 because currentAnswer is NaN\n",
      "Skipping trade 33850 because currentAnswer is NaN\n",
      "Skipping trade 34662 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 34751 because currentAnswer is NaN\n",
      "Skipping trade 34951 because currentAnswer is NaN\n",
      "Skipping trade 35443 because currentAnswer is NaN\n",
      "Skipping trade 35512 because currentAnswer is NaN\n",
      "Skipping trade 36036 because currentAnswer is NaN\n",
      "Skipping trade 36244 because currentAnswer is NaN\n",
      "Skipping trade 36936 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37376 because currentAnswer is NaN\n",
      "Skipping trade 38643 because currentAnswer is NaN\n",
      "Skipping trade 39111 because currentAnswer is NaN\n",
      "Skipping trade 41682 because currentAnswer is NaN\n",
      "Skipping trade 41781 because currentAnswer is NaN\n",
      "Skipping trade 43345 because currentAnswer is NaN\n",
      "Skipping trade 43346 because currentAnswer is NaN\n",
      "Skipping trade 45638 because currentAnswer is NaN\n",
      "Skipping trade 45862 because currentAnswer is NaN\n",
      "Skipping trade 47756 because currentAnswer is NaN\n",
      "Skipping trade 48664 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 48987 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 51703 because currentAnswer is NaN\n",
      "Skipping trade 52961 because currentAnswer is NaN\n",
      "Skipping trade 53542 because currentAnswer is NaN\n",
      "Skipping trade 53599 because currentAnswer is NaN\n",
      "Skipping trade 53727 because currentAnswer is NaN\n",
      "Skipping trade 56281 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 57175 because currentAnswer is NaN\n",
      "Skipping trade 58403 because currentAnswer is NaN\n",
      "Skipping trade 59251 because currentAnswer is NaN\n",
      "Skipping trade 59814 because currentAnswer is NaN\n",
      "Skipping trade 60278 because currentAnswer is NaN\n",
      "Skipping trade 63296 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 64879 because currentAnswer is NaN\n",
      "Skipping trade 67159 because currentAnswer is NaN\n",
      "Skipping trade 67668 because currentAnswer is NaN\n",
      "Skipping trade 67860 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 70095 because currentAnswer is NaN\n",
      "Skipping trade 71555 because currentAnswer is NaN\n",
      "Skipping trade 71592 because currentAnswer is NaN\n",
      "Skipping trade 72049 because currentAnswer is NaN\n",
      "Skipping trade 73718 because currentAnswer is NaN\n",
      "Skipping trade 73781 because currentAnswer is NaN\n",
      "Skipping trade 73782 because currentAnswer is NaN\n",
      "Skipping trade 74126 because currentAnswer is NaN\n",
      "Skipping trade 76543 because currentAnswer is NaN\n",
      "Skipping trade 77003 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 78766 because currentAnswer is NaN\n",
      "Skipping trade 79569 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80028 because currentAnswer is NaN\n",
      "Skipping trade 80222 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 81353 because currentAnswer is NaN\n",
      "Skipping trade 82385 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1673/1673 [00:01<00:00, 1338.46it/s]\n",
      "Analysing creators:   2%|▎         | 7/280 [00:25<18:47,  4.13s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 88955 because currentAnswer is NaN\n",
      "Skipping trade 91000 because currentAnswer is NaN\n",
      "Skipping trade 91053 because currentAnswer is NaN\n",
      "Skipping trade 91068 because currentAnswer is NaN\n",
      "Skipping trade 91139 because currentAnswer is NaN\n",
      "Skipping trade 93318 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 94810 because currentAnswer is NaN\n",
      "Skipping trade 94904 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 1421 because currentAnswer is NaN\n",
      "Skipping trade 2692 because currentAnswer is NaN\n",
      "Skipping trade 2693 because currentAnswer is NaN\n",
      "Skipping trade 2694 because currentAnswer is NaN\n",
      "Skipping trade 2695 because currentAnswer is NaN\n",
      "Skipping trade 2696 because currentAnswer is NaN\n",
      "Skipping trade 3889 because currentAnswer is NaN\n",
      "Skipping trade 3890 because currentAnswer is NaN\n",
      "Skipping trade 3891 because currentAnswer is NaN\n",
      "Skipping trade 3892 because currentAnswer is NaN\n",
      "Skipping trade 3893 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 14396 because currentAnswer is NaN\n",
      "Skipping trade 14397 because currentAnswer is NaN\n",
      "Skipping trade 14398 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 21659 because currentAnswer is NaN\n",
      "Skipping trade 21660 because currentAnswer is NaN\n",
      "Skipping trade 25769 because currentAnswer is NaN\n",
      "Skipping trade 25770 because currentAnswer is NaN\n",
      "Skipping trade 25771 because currentAnswer is NaN\n",
      "Skipping trade 25772 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 29951 because currentAnswer is NaN\n",
      "Skipping trade 29952 because currentAnswer is NaN\n",
      "Skipping trade 29953 because currentAnswer is NaN\n",
      "Skipping trade 29954 because currentAnswer is NaN\n",
      "Skipping trade 29955 because currentAnswer is NaN\n",
      "Skipping trade 32632 because currentAnswer is NaN\n",
      "Skipping trade 32633 because currentAnswer is NaN\n",
      "Skipping trade 32634 because currentAnswer is NaN\n",
      "Skipping trade 35521 because currentAnswer is NaN\n",
      "Skipping trade 35522 because currentAnswer is NaN\n",
      "Skipping trade 35523 because currentAnswer is NaN\n",
      "Skipping trade 35524 because currentAnswer is NaN\n",
      "Skipping trade 35525 because currentAnswer is NaN\n",
      "Skipping trade 35892 because currentAnswer is NaN\n",
      "Skipping trade 35893 because currentAnswer is NaN\n",
      "Skipping trade 35894 because currentAnswer is NaN\n",
      "Skipping trade 35895 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 50036 because currentAnswer is NaN\n",
      "Skipping trade 50037 because currentAnswer is NaN\n",
      "Skipping trade 50038 because currentAnswer is NaN\n",
      "Skipping trade 50039 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 55047 because currentAnswer is NaN\n",
      "Skipping trade 55048 because currentAnswer is NaN\n",
      "Skipping trade 55049 because currentAnswer is NaN\n",
      "Skipping trade 59821 because currentAnswer is NaN\n",
      "Skipping trade 59822 because currentAnswer is NaN\n",
      "Skipping trade 59823 because currentAnswer is NaN\n",
      "Skipping trade 59824 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 60293 because currentAnswer is NaN\n",
      "Skipping trade 60294 because currentAnswer is NaN\n",
      "Skipping trade 60295 because currentAnswer is NaN\n",
      "Skipping trade 60296 because currentAnswer is NaN\n",
      "Skipping trade 60297 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 66963 because currentAnswer is NaN\n",
      "Skipping trade 66964 because currentAnswer is NaN\n",
      "Skipping trade 66965 because currentAnswer is NaN\n",
      "Skipping trade 66966 because currentAnswer is NaN\n",
      "Skipping trade 67676 because currentAnswer is NaN\n",
      "Skipping trade 68668 because currentAnswer is NaN\n",
      "Skipping trade 68669 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 73726 because currentAnswer is NaN\n",
      "Skipping trade 73727 because currentAnswer is NaN\n",
      "Skipping trade 73728 because currentAnswer is NaN\n",
      "Skipping trade 73729 because currentAnswer is NaN\n",
      "Skipping trade 76490 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 81044 because currentAnswer is NaN\n",
      "Skipping trade 81045 because currentAnswer is NaN\n",
      "Skipping trade 81046 because currentAnswer is NaN\n",
      "Skipping trade 81047 because currentAnswer is NaN\n",
      "Skipping trade 81362 because currentAnswer is NaN\n",
      "Skipping trade 81363 because currentAnswer is NaN\n",
      "Skipping trade 81364 because currentAnswer is NaN\n",
      "Skipping trade 81365 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 4464/4464 [00:03<00:00, 1167.90it/s]\n",
      "Analysing creators:   3%|▎         | 8/280 [00:33<24:51,  5.48s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 91007 because currentAnswer is NaN\n",
      "Skipping trade 91008 because currentAnswer is NaN\n",
      "Skipping trade 91009 because currentAnswer is NaN\n",
      "Skipping trade 91010 because currentAnswer is NaN\n",
      "Skipping trade 91011 because currentAnswer is NaN\n",
      "Skipping trade 91058 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 382 because currentAnswer is NaN\n",
      "Skipping trade 1860 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1998 because currentAnswer is NaN\n",
      "Skipping trade 3894 because currentAnswer is NaN\n",
      "Skipping trade 4903 because currentAnswer is NaN\n",
      "Skipping trade 6503 because currentAnswer is NaN\n",
      "Skipping trade 7769 because currentAnswer is NaN\n",
      "Skipping trade 8548 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 10927 because currentAnswer is NaN\n",
      "Skipping trade 15064 because currentAnswer is NaN\n",
      "Skipping trade 15219 because currentAnswer is NaN\n",
      "Skipping trade 17583 because currentAnswer is NaN\n",
      "Skipping trade 17931 because currentAnswer is NaN\n",
      "Skipping trade 19074 because currentAnswer is NaN\n",
      "Skipping trade 23597 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 29774 because currentAnswer is NaN\n",
      "Skipping trade 30416 because currentAnswer is NaN\n",
      "Skipping trade 32792 because currentAnswer is NaN\n",
      "Skipping trade 33534 because currentAnswer is NaN\n",
      "Skipping trade 33833 because currentAnswer is NaN\n",
      "Skipping trade 33864 because currentAnswer is NaN\n",
      "Skipping trade 34680 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 34757 because currentAnswer is NaN\n",
      "Skipping trade 35448 because currentAnswer is NaN\n",
      "Skipping trade 36042 because currentAnswer is NaN\n",
      "Skipping trade 36251 because currentAnswer is NaN\n",
      "Skipping trade 36956 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37388 because currentAnswer is NaN\n",
      "Skipping trade 38662 because currentAnswer is NaN\n",
      "Skipping trade 41557 because currentAnswer is NaN\n",
      "Skipping trade 41705 because currentAnswer is NaN\n",
      "Skipping trade 44299 because currentAnswer is NaN\n",
      "Skipping trade 45660 because currentAnswer is NaN\n",
      "Skipping trade 45875 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 47764 because currentAnswer is NaN\n",
      "Skipping trade 48688 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 49000 because currentAnswer is NaN\n",
      "Skipping trade 50741 because currentAnswer is NaN\n",
      "Skipping trade 51713 because currentAnswer is NaN\n",
      "Skipping trade 53557 because currentAnswer is NaN\n",
      "Skipping trade 53613 because currentAnswer is NaN\n",
      "Skipping trade 56288 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 57185 because currentAnswer is NaN\n",
      "Skipping trade 58658 because currentAnswer is NaN\n",
      "Skipping trade 63319 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 66847 because currentAnswer is NaN\n",
      "Skipping trade 66976 because currentAnswer is NaN\n",
      "Skipping trade 67162 because currentAnswer is NaN\n",
      "Skipping trade 67677 because currentAnswer is NaN\n",
      "Skipping trade 67881 because currentAnswer is NaN\n",
      "Skipping trade 70117 because currentAnswer is NaN\n",
      "Skipping trade 72397 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 74141 because currentAnswer is NaN\n",
      "Skipping trade 78776 because currentAnswer is NaN\n",
      "Skipping trade 79585 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80234 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1668/1668 [00:01<00:00, 1185.32it/s]\n",
      "Analysing creators:   3%|▎         | 9/280 [00:38<23:39,  5.24s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 87628 because currentAnswer is NaN\n",
      "Skipping trade 88973 because currentAnswer is NaN\n",
      "Skipping trade 89993 because currentAnswer is NaN\n",
      "Skipping trade 91059 because currentAnswer is NaN\n",
      "Skipping trade 91149 because currentAnswer is NaN\n",
      "Skipping trade 92222 because currentAnswer is NaN\n",
      "Skipping trade 93328 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 94893 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 14409 because currentAnswer is NaN\n",
      "Skipping trade 14410 because currentAnswer is NaN\n",
      "Skipping trade 15856 because currentAnswer is NaN\n",
      "Skipping trade 18865 because currentAnswer is NaN\n",
      "Skipping trade 22145 because currentAnswer is NaN\n",
      "Skipping trade 32271 because currentAnswer is NaN\n",
      "Skipping trade 34957 because currentAnswer is NaN\n",
      "Skipping trade 35531 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 59831 because currentAnswer is NaN\n",
      "Skipping trade 60305 because currentAnswer is NaN\n",
      "Skipping trade 64924 because currentAnswer is NaN\n",
      "Skipping trade 67678 because currentAnswer is NaN\n",
      "Skipping trade 67679 because currentAnswer is NaN\n",
      "Skipping trade 73694 because currentAnswer is NaN\n",
      "Skipping trade 73813 because currentAnswer is NaN\n",
      "Skipping trade 75832 because currentAnswer is NaN\n",
      "Skipping trade 81371 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 723/723 [00:00<00:00, 1281.76it/s]\n",
      "Analysing creators:   4%|▎         | 10/280 [00:40<19:46,  4.39s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 15868 because currentAnswer is NaN\n",
      "Skipping trade 18878 because currentAnswer is NaN\n",
      "Skipping trade 32287 because currentAnswer is NaN\n",
      "Skipping trade 34963 because currentAnswer is NaN\n",
      "Skipping trade 36050 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 43393 because currentAnswer is NaN\n",
      "Skipping trade 59311 because currentAnswer is NaN\n",
      "Skipping trade 64941 because currentAnswer is NaN\n",
      "Skipping trade 70136 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 965/965 [00:00<00:00, 1308.38it/s]\n",
      "Analysing creators:   4%|▍         | 11/280 [00:43<17:27,  3.89s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 73701 because currentAnswer is NaN\n",
      "Skipping trade 73828 because currentAnswer is NaN\n",
      "Skipping trade 76592 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 1448 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 29965 because currentAnswer is NaN\n",
      "Skipping trade 30438 because currentAnswer is NaN\n",
      "Skipping trade 35544 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 59841 because currentAnswer is NaN\n",
      "Skipping trade 76593 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 931/931 [00:00<00:00, 1180.59it/s]\n",
      "Analysing creators:   4%|▍         | 12/280 [00:46<15:56,  3.57s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 399 because currentAnswer is NaN\n",
      "Skipping trade 4913 because currentAnswer is NaN\n",
      "Skipping trade 5679 because currentAnswer is NaN\n",
      "Skipping trade 7777 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 13194 because currentAnswer is NaN\n",
      "Skipping trade 15072 because currentAnswer is NaN\n",
      "Skipping trade 17597 because currentAnswer is NaN\n",
      "Skipping trade 18879 because currentAnswer is NaN\n",
      "Skipping trade 19081 because currentAnswer is NaN\n",
      "Skipping trade 25915 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 32288 because currentAnswer is NaN\n",
      "Skipping trade 33549 because currentAnswer is NaN\n",
      "Skipping trade 33880 because currentAnswer is NaN\n",
      "Skipping trade 36258 because currentAnswer is NaN\n",
      "Skipping trade 38680 because currentAnswer is NaN\n",
      "Skipping trade 39120 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 45676 because currentAnswer is NaN\n",
      "Skipping trade 45889 because currentAnswer is NaN\n",
      "Skipping trade 47771 because currentAnswer is NaN\n",
      "Skipping trade 52966 because currentAnswer is NaN\n",
      "Skipping trade 53569 because currentAnswer is NaN\n",
      "Skipping trade 53630 because currentAnswer is NaN\n",
      "Skipping trade 57192 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 59843 because currentAnswer is NaN\n",
      "Skipping trade 64942 because currentAnswer is NaN\n",
      "Skipping trade 68670 because currentAnswer is NaN\n",
      "Skipping trade 72943 because currentAnswer is NaN\n",
      "Skipping trade 72944 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 73702 because currentAnswer is NaN\n",
      "Skipping trade 73741 because currentAnswer is NaN\n",
      "Skipping trade 73829 because currentAnswer is NaN\n",
      "Skipping trade 78786 because currentAnswer is NaN\n",
      "Skipping trade 81383 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1837/1837 [00:01<00:00, 1191.35it/s]\n",
      "Analysing creators:   5%|▍         | 13/280 [00:51<18:03,  4.06s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 87054 because currentAnswer is NaN\n",
      "Skipping trade 87055 because currentAnswer is NaN\n",
      "Skipping trade 91076 because currentAnswer is NaN\n",
      "Skipping trade 91161 because currentAnswer is NaN\n",
      "Skipping trade 94824 because currentAnswer is NaN\n",
      "Skipping trade 94918 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 400 because currentAnswer is NaN\n",
      "Skipping trade 2007 because currentAnswer is NaN\n",
      "Skipping trade 3369 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 7778 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 14214 because currentAnswer is NaN\n",
      "Skipping trade 14432 because currentAnswer is NaN\n",
      "Skipping trade 15073 because currentAnswer is NaN\n",
      "Skipping trade 15222 because currentAnswer is NaN\n",
      "Skipping trade 17598 because currentAnswer is NaN\n",
      "Skipping trade 17937 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 19082 because currentAnswer is NaN\n",
      "Skipping trade 21663 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 23038 because currentAnswer is NaN\n",
      "Skipping trade 23603 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 29814 because currentAnswer is NaN\n",
      "Skipping trade 30441 because currentAnswer is NaN\n",
      "Skipping trade 32292 because currentAnswer is NaN\n",
      "Skipping trade 32799 because currentAnswer is NaN\n",
      "Skipping trade 33550 because currentAnswer is NaN\n",
      "Skipping trade 33881 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 34694 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 34760 because currentAnswer is NaN\n",
      "Skipping trade 35452 because currentAnswer is NaN\n",
      "Skipping trade 36259 because currentAnswer is NaN\n",
      "Skipping trade 36975 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37402 because currentAnswer is NaN\n",
      "Skipping trade 38681 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 41722 because currentAnswer is NaN\n",
      "Skipping trade 43396 because currentAnswer is NaN\n",
      "Skipping trade 43397 because currentAnswer is NaN\n",
      "Skipping trade 44306 because currentAnswer is NaN\n",
      "Skipping trade 45678 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 48704 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 49004 because currentAnswer is NaN\n",
      "Skipping trade 51722 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 53571 because currentAnswer is NaN\n",
      "Skipping trade 53631 because currentAnswer is NaN\n",
      "Skipping trade 57193 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 58664 because currentAnswer is NaN\n",
      "Skipping trade 59313 because currentAnswer is NaN\n",
      "Skipping trade 59314 because currentAnswer is NaN\n",
      "Skipping trade 60318 because currentAnswer is NaN\n",
      "Skipping trade 60319 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 63340 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 64946 because currentAnswer is NaN\n",
      "Skipping trade 64947 because currentAnswer is NaN\n",
      "Skipping trade 66978 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 67685 because currentAnswer is NaN\n",
      "Skipping trade 67906 because currentAnswer is NaN\n",
      "Skipping trade 68671 because currentAnswer is NaN\n",
      "Skipping trade 70137 because currentAnswer is NaN\n",
      "Skipping trade 71607 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 72404 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 72945 because currentAnswer is NaN\n",
      "Skipping trade 72946 because currentAnswer is NaN\n",
      "Skipping trade 72947 because currentAnswer is NaN\n",
      "Skipping trade 73833 because currentAnswer is NaN\n",
      "Skipping trade 73834 because currentAnswer is NaN\n",
      "Skipping trade 74157 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 76494 because currentAnswer is NaN\n",
      "Skipping trade 76596 because currentAnswer is NaN\n",
      "Skipping trade 77031 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79596 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80039 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 80243 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 87056 because currentAnswer is NaN\n",
      "Skipping trade 87057 because currentAnswer is NaN\n",
      "Skipping trade 87058 because currentAnswer is NaN\n",
      "Skipping trade 87059 because currentAnswer is NaN\n",
      "Skipping trade 87060 because currentAnswer is NaN\n",
      "Skipping trade 87632 because currentAnswer is NaN\n",
      "Skipping trade 88703 because currentAnswer is NaN\n",
      "Skipping trade 88990 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 91061 because currentAnswer is NaN\n",
      "Skipping trade 91163 because currentAnswer is NaN\n",
      "Skipping trade 92224 because currentAnswer is NaN\n",
      "Skipping trade 93336 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 94900 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 4942/4942 [00:04<00:00, 1081.02it/s]\n",
      "Analysing trades: 100%|██████████| 45/45 [00:00<00:00, 811.55it/s]t]\n",
      "Analysing creators:   5%|▌         | 15/280 [01:03<20:01,  4.53s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 1432 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 352 because currentAnswer is NaN\n",
      "Skipping trade 1848 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1972 because currentAnswer is NaN\n",
      "Skipping trade 7032 because currentAnswer is NaN\n",
      "Skipping trade 10896 because currentAnswer is NaN\n",
      "Skipping trade 14356 because currentAnswer is NaN\n",
      "Skipping trade 15817 because currentAnswer is NaN\n",
      "Skipping trade 17550 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 18830 because currentAnswer is NaN\n",
      "Skipping trade 21653 because currentAnswer is NaN\n",
      "Skipping trade 21995 because currentAnswer is NaN\n",
      "Skipping trade 22137 because currentAnswer is NaN\n",
      "Skipping trade 22979 because currentAnswer is NaN\n",
      "Skipping trade 30362 because currentAnswer is NaN\n",
      "Skipping trade 32207 because currentAnswer is NaN\n",
      "Skipping trade 33840 because currentAnswer is NaN\n",
      "Skipping trade 34640 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 34947 because currentAnswer is NaN\n",
      "Skipping trade 35880 because currentAnswer is NaN\n",
      "Skipping trade 36911 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37362 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 41663 because currentAnswer is NaN\n",
      "Skipping trade 43325 because currentAnswer is NaN\n",
      "Skipping trade 45621 because currentAnswer is NaN\n",
      "Skipping trade 51693 because currentAnswer is NaN\n",
      "Skipping trade 53528 because currentAnswer is NaN\n",
      "Skipping trade 56270 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 58623 because currentAnswer is NaN\n",
      "Skipping trade 59228 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 63274 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 66840 because currentAnswer is NaN\n",
      "Skipping trade 67837 because currentAnswer is NaN\n",
      "Skipping trade 70082 because currentAnswer is NaN\n",
      "Skipping trade 70083 because currentAnswer is NaN\n",
      "Skipping trade 70771 because currentAnswer is NaN\n",
      "Skipping trade 71586 because currentAnswer is NaN\n",
      "Skipping trade 72381 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 73710 because currentAnswer is NaN\n",
      "Skipping trade 75826 because currentAnswer is NaN\n",
      "Skipping trade 76521 because currentAnswer is NaN\n",
      "Skipping trade 76987 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79557 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79789 because currentAnswer is NaN\n",
      "Skipping trade 80210 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1416/1416 [00:01<00:00, 1263.31it/s]\n",
      "Analysing creators:   6%|▌         | 16/280 [01:07<19:32,  4.44s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 88943 because currentAnswer is NaN\n",
      "Skipping trade 93306 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 353 because currentAnswer is NaN\n",
      "Skipping trade 3350 because currentAnswer is NaN\n",
      "Skipping trade 4331 because currentAnswer is NaN\n",
      "Skipping trade 4889 because currentAnswer is NaN\n",
      "Skipping trade 5269 because currentAnswer is NaN\n",
      "Skipping trade 5662 because currentAnswer is NaN\n",
      "Skipping trade 6496 because currentAnswer is NaN\n",
      "Skipping trade 7751 because currentAnswer is NaN\n",
      "Skipping trade 7988 because currentAnswer is NaN\n",
      "Skipping trade 8528 because currentAnswer is NaN\n",
      "Skipping trade 8814 because currentAnswer is NaN\n",
      "Skipping trade 9146 because currentAnswer is NaN\n",
      "Skipping trade 10897 because currentAnswer is NaN\n",
      "Skipping trade 10898 because currentAnswer is NaN\n",
      "Skipping trade 13183 because currentAnswer is NaN\n",
      "Skipping trade 14193 because currentAnswer is NaN\n",
      "Skipping trade 14360 because currentAnswer is NaN\n",
      "Skipping trade 15037 because currentAnswer is NaN\n",
      "Skipping trade 15208 because currentAnswer is NaN\n",
      "Skipping trade 15621 because currentAnswer is NaN\n",
      "Skipping trade 16891 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 17551 because currentAnswer is NaN\n",
      "Skipping trade 17924 because currentAnswer is NaN\n",
      "Skipping trade 19057 because currentAnswer is NaN\n",
      "Skipping trade 23585 because currentAnswer is NaN\n",
      "Skipping trade 25761 because currentAnswer is NaN\n",
      "Skipping trade 25910 because currentAnswer is NaN\n",
      "Skipping trade 26383 because currentAnswer is NaN\n",
      "Skipping trade 29771 because currentAnswer is NaN\n",
      "Skipping trade 29811 because currentAnswer is NaN\n",
      "Skipping trade 29815 because currentAnswer is NaN\n",
      "Skipping trade 32623 because currentAnswer is NaN\n",
      "Skipping trade 32780 because currentAnswer is NaN\n",
      "Skipping trade 33101 because currentAnswer is NaN\n",
      "Skipping trade 33509 because currentAnswer is NaN\n",
      "Skipping trade 33828 because currentAnswer is NaN\n",
      "Skipping trade 33841 because currentAnswer is NaN\n",
      "Skipping trade 34641 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 35438 because currentAnswer is NaN\n",
      "Skipping trade 36028 because currentAnswer is NaN\n",
      "Skipping trade 36240 because currentAnswer is NaN\n",
      "Skipping trade 36913 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37363 because currentAnswer is NaN\n",
      "Skipping trade 38630 because currentAnswer is NaN\n",
      "Skipping trade 39109 because currentAnswer is NaN\n",
      "Skipping trade 39590 because currentAnswer is NaN\n",
      "Skipping trade 41664 because currentAnswer is NaN\n",
      "Skipping trade 42832 because currentAnswer is NaN\n",
      "Skipping trade 44286 because currentAnswer is NaN\n",
      "Skipping trade 44573 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 45623 because currentAnswer is NaN\n",
      "Skipping trade 45858 because currentAnswer is NaN\n",
      "Skipping trade 47752 because currentAnswer is NaN\n",
      "Skipping trade 48647 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 48983 because currentAnswer is NaN\n",
      "Skipping trade 50732 because currentAnswer is NaN\n",
      "Skipping trade 51186 because currentAnswer is NaN\n",
      "Skipping trade 51189 because currentAnswer is NaN\n",
      "Skipping trade 51695 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 52958 because currentAnswer is NaN\n",
      "Skipping trade 53530 because currentAnswer is NaN\n",
      "Skipping trade 53586 because currentAnswer is NaN\n",
      "Skipping trade 53725 because currentAnswer is NaN\n",
      "Skipping trade 57170 because currentAnswer is NaN\n",
      "Skipping trade 58401 because currentAnswer is NaN\n",
      "Skipping trade 58571 because currentAnswer is NaN\n",
      "Skipping trade 58644 because currentAnswer is NaN\n",
      "Skipping trade 58884 because currentAnswer is NaN\n",
      "Skipping trade 60267 because currentAnswer is NaN\n",
      "Skipping trade 63276 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 66842 because currentAnswer is NaN\n",
      "Skipping trade 66970 because currentAnswer is NaN\n",
      "Skipping trade 67156 because currentAnswer is NaN\n",
      "Skipping trade 67662 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 70085 because currentAnswer is NaN\n",
      "Skipping trade 70086 because currentAnswer is NaN\n",
      "Skipping trade 71587 because currentAnswer is NaN\n",
      "Skipping trade 72355 because currentAnswer is NaN\n",
      "Skipping trade 73409 because currentAnswer is NaN\n",
      "Skipping trade 74110 because currentAnswer is NaN\n",
      "Skipping trade 76481 because currentAnswer is NaN\n",
      "Skipping trade 76988 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 78763 because currentAnswer is NaN\n",
      "Skipping trade 79558 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80021 because currentAnswer is NaN\n",
      "Skipping trade 82383 because currentAnswer is NaN\n",
      "Skipping trade 87615 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1574/1574 [00:01<00:00, 1309.93it/s]\n",
      "Analysing creators:   6%|▌         | 17/280 [01:11<19:09,  4.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 88944 because currentAnswer is NaN\n",
      "Skipping trade 89988 because currentAnswer is NaN\n",
      "Skipping trade 91050 because currentAnswer is NaN\n",
      "Skipping trade 91065 because currentAnswer is NaN\n",
      "Skipping trade 91131 because currentAnswer is NaN\n",
      "Skipping trade 92211 because currentAnswer is NaN\n",
      "Skipping trade 93307 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 94809 because currentAnswer is NaN\n",
      "Skipping trade 94887 because currentAnswer is NaN\n",
      "Skipping trade 94902 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 2670 because currentAnswer is NaN\n",
      "Skipping trade 3356 because currentAnswer is NaN\n",
      "Skipping trade 7040 because currentAnswer is NaN\n",
      "Skipping trade 9149 because currentAnswer is NaN\n",
      "Skipping trade 14365 because currentAnswer is NaN\n",
      "Skipping trade 17556 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 22989 because currentAnswer is NaN\n",
      "Skipping trade 30376 because currentAnswer is NaN\n",
      "Skipping trade 32783 because currentAnswer is NaN\n",
      "Skipping trade 34651 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 36030 because currentAnswer is NaN\n",
      "Skipping trade 36923 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 38635 because currentAnswer is NaN\n",
      "Skipping trade 41671 because currentAnswer is NaN\n",
      "Skipping trade 43338 because currentAnswer is NaN\n",
      "Skipping trade 44288 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 45629 because currentAnswer is NaN\n",
      "Skipping trade 48655 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 51699 because currentAnswer is NaN\n",
      "Skipping trade 53536 because currentAnswer is NaN\n",
      "Skipping trade 53592 because currentAnswer is NaN\n",
      "Skipping trade 54662 because currentAnswer is NaN\n",
      "Skipping trade 59244 because currentAnswer is NaN\n",
      "Skipping trade 59801 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 63286 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 64869 because currentAnswer is NaN\n",
      "Skipping trade 67849 because currentAnswer is NaN\n",
      "Skipping trade 70092 because currentAnswer is NaN\n",
      "Skipping trade 71551 because currentAnswer is NaN\n",
      "Skipping trade 73712 because currentAnswer is NaN\n",
      "Skipping trade 73775 because currentAnswer is NaN\n",
      "Skipping trade 74117 because currentAnswer is NaN\n",
      "Skipping trade 76995 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80216 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 81344 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1319/1319 [00:01<00:00, 1239.87it/s]\n",
      "Analysing creators:   6%|▋         | 18/280 [01:15<18:29,  4.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 87618 because currentAnswer is NaN\n",
      "Skipping trade 90994 because currentAnswer is NaN\n",
      "Skipping trade 92215 because currentAnswer is NaN\n",
      "Skipping trade 93312 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 8533 because currentAnswer is NaN\n",
      "Skipping trade 8534 because currentAnswer is NaN\n",
      "Skipping trade 17558 because currentAnswer is NaN\n",
      "Skipping trade 17559 because currentAnswer is NaN\n",
      "Skipping trade 30379 because currentAnswer is NaN\n",
      "Skipping trade 33846 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 35882 because currentAnswer is NaN\n",
      "Skipping trade 38637 because currentAnswer is NaN\n",
      "Skipping trade 41673 because currentAnswer is NaN\n",
      "Skipping trade 45630 because currentAnswer is NaN\n",
      "Skipping trade 48657 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 53593 because currentAnswer is NaN\n",
      "Skipping trade 55040 because currentAnswer is NaN\n",
      "Skipping trade 59246 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 916/916 [00:00<00:00, 1260.98it/s]\n",
      "Analysing creators:   7%|▋         | 19/280 [01:18<16:23,  3.77s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 67852 because currentAnswer is NaN\n",
      "Skipping trade 73713 because currentAnswer is NaN\n",
      "Skipping trade 74119 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 209/209 [00:00<00:00, 1260.86it/s]\n",
      "Analysing creators:   7%|▋         | 20/280 [01:19<13:17,  3.07s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 86976 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 368 because currentAnswer is NaN\n",
      "Skipping trade 1411 because currentAnswer is NaN\n",
      "Skipping trade 1857 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1990 because currentAnswer is NaN\n",
      "Skipping trade 2684 because currentAnswer is NaN\n",
      "Skipping trade 2685 because currentAnswer is NaN\n",
      "Skipping trade 3360 because currentAnswer is NaN\n",
      "Skipping trade 3885 because currentAnswer is NaN\n",
      "Skipping trade 3886 because currentAnswer is NaN\n",
      "Skipping trade 4896 because currentAnswer is NaN\n",
      "Skipping trade 6500 because currentAnswer is NaN\n",
      "Skipping trade 7763 because currentAnswer is NaN\n",
      "Skipping trade 8542 because currentAnswer is NaN\n",
      "Skipping trade 10806 because currentAnswer is NaN\n",
      "Skipping trade 14202 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 15055 because currentAnswer is NaN\n",
      "Skipping trade 15214 because currentAnswer is NaN\n",
      "Skipping trade 15836 because currentAnswer is NaN\n",
      "Skipping trade 17568 because currentAnswer is NaN\n",
      "Skipping trade 17929 because currentAnswer is NaN\n",
      "Skipping trade 18848 because currentAnswer is NaN\n",
      "Skipping trade 19067 because currentAnswer is NaN\n",
      "Skipping trade 21658 because currentAnswer is NaN\n",
      "Skipping trade 22141 because currentAnswer is NaN\n",
      "Skipping trade 23590 because currentAnswer is NaN\n",
      "Skipping trade 25767 because currentAnswer is NaN\n",
      "Skipping trade 29945 because currentAnswer is NaN\n",
      "Skipping trade 30396 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 32231 because currentAnswer is NaN\n",
      "Skipping trade 33523 because currentAnswer is NaN\n",
      "Skipping trade 33831 because currentAnswer is NaN\n",
      "Skipping trade 33854 because currentAnswer is NaN\n",
      "Skipping trade 34669 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 34753 because currentAnswer is NaN\n",
      "Skipping trade 34953 because currentAnswer is NaN\n",
      "Skipping trade 35444 because currentAnswer is NaN\n",
      "Skipping trade 35513 because currentAnswer is NaN\n",
      "Skipping trade 35886 because currentAnswer is NaN\n",
      "Skipping trade 35887 because currentAnswer is NaN\n",
      "Skipping trade 36247 because currentAnswer is NaN\n",
      "Skipping trade 36944 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37380 because currentAnswer is NaN\n",
      "Skipping trade 38649 because currentAnswer is NaN\n",
      "Skipping trade 39112 because currentAnswer is NaN\n",
      "Skipping trade 41688 because currentAnswer is NaN\n",
      "Skipping trade 44579 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 45645 because currentAnswer is NaN\n",
      "Skipping trade 45866 because currentAnswer is NaN\n",
      "Skipping trade 47759 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 48672 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 48994 because currentAnswer is NaN\n",
      "Skipping trade 50034 because currentAnswer is NaN\n",
      "Skipping trade 51707 because currentAnswer is NaN\n",
      "Skipping trade 53546 because currentAnswer is NaN\n",
      "Skipping trade 53603 because currentAnswer is NaN\n",
      "Skipping trade 54666 because currentAnswer is NaN\n",
      "Skipping trade 55044 because currentAnswer is NaN\n",
      "Skipping trade 56282 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 57179 because currentAnswer is NaN\n",
      "Skipping trade 58404 because currentAnswer is NaN\n",
      "Skipping trade 58652 because currentAnswer is NaN\n",
      "Skipping trade 63303 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 64883 because currentAnswer is NaN\n",
      "Skipping trade 67160 because currentAnswer is NaN\n",
      "Skipping trade 67868 because currentAnswer is NaN\n",
      "Skipping trade 70781 because currentAnswer is NaN\n",
      "Skipping trade 71596 because currentAnswer is NaN\n",
      "Skipping trade 72392 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 72885 because currentAnswer is NaN\n",
      "Skipping trade 73678 because currentAnswer is NaN\n",
      "Skipping trade 73719 because currentAnswer is NaN\n",
      "Skipping trade 73720 because currentAnswer is NaN\n",
      "Skipping trade 73789 because currentAnswer is NaN\n",
      "Skipping trade 74129 because currentAnswer is NaN\n",
      "Skipping trade 75829 because currentAnswer is NaN\n",
      "Skipping trade 77007 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 78769 because currentAnswer is NaN\n",
      "Skipping trade 79575 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80029 because currentAnswer is NaN\n",
      "Skipping trade 80226 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 82386 because currentAnswer is NaN\n",
      "Skipping trade 86990 because currentAnswer is NaN\n",
      "Skipping trade 87624 because currentAnswer is NaN\n",
      "Skipping trade 88960 because currentAnswer is NaN\n",
      "Skipping trade 89991 because currentAnswer is NaN\n",
      "Skipping trade 91001 because currentAnswer is NaN\n",
      "Skipping trade 91142 because currentAnswer is NaN\n",
      "Skipping trade 93322 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 94811 because currentAnswer is NaN\n",
      "Skipping trade 94905 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1648/1648 [00:01<00:00, 1235.38it/s]\n",
      "Analysing creators:   8%|▊         | 21/280 [01:24<15:16,  3.54s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 14384 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 67671 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1860/1860 [00:01<00:00, 1260.05it/s]\n",
      "Analysing creators:   8%|▊         | 22/280 [01:28<16:06,  3.75s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 2687 because currentAnswer is NaN\n",
      "Skipping trade 3887 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 14385 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 23008 because currentAnswer is NaN\n",
      "Skipping trade 25768 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 32631 because currentAnswer is NaN\n",
      "Skipping trade 35889 because currentAnswer is NaN\n",
      "Skipping trade 36946 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 41694 because currentAnswer is NaN\n",
      "Skipping trade 43361 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 50035 because currentAnswer is NaN\n",
      "Skipping trade 55045 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 59816 because currentAnswer is NaN\n",
      "Skipping trade 60284 because currentAnswer is NaN\n",
      "Skipping trade 63307 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 67673 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 72891 because currentAnswer is NaN\n",
      "Skipping trade 72892 because currentAnswer is NaN\n",
      "Skipping trade 72893 because currentAnswer is NaN\n",
      "Skipping trade 72894 because currentAnswer is NaN\n",
      "Skipping trade 72895 because currentAnswer is NaN\n",
      "Skipping trade 73722 because currentAnswer is NaN\n",
      "Skipping trade 76559 because currentAnswer is NaN\n",
      "Skipping trade 76560 because currentAnswer is NaN\n",
      "Skipping trade 77010 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80229 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 86996 because currentAnswer is NaN\n",
      "Skipping trade 86997 because currentAnswer is NaN\n",
      "Skipping trade 86998 because currentAnswer is NaN\n",
      "Skipping trade 86999 because currentAnswer is NaN\n",
      "Skipping trade 87000 because currentAnswer is NaN\n",
      "Skipping trade 91003 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 2665/2665 [00:02<00:00, 1147.00it/s]\n",
      "Analysing creators:   8%|▊         | 23/280 [01:34<19:25,  4.54s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 374 because currentAnswer is NaN\n",
      "Skipping trade 4334 because currentAnswer is NaN\n",
      "Skipping trade 4901 because currentAnswer is NaN\n",
      "Skipping trade 5270 because currentAnswer is NaN\n",
      "Skipping trade 5670 because currentAnswer is NaN\n",
      "Skipping trade 6501 because currentAnswer is NaN\n",
      "Skipping trade 7765 because currentAnswer is NaN\n",
      "Skipping trade 7989 because currentAnswer is NaN\n",
      "Skipping trade 8544 because currentAnswer is NaN\n",
      "Skipping trade 8818 because currentAnswer is NaN\n",
      "Skipping trade 10921 because currentAnswer is NaN\n",
      "Skipping trade 10922 because currentAnswer is NaN\n",
      "Skipping trade 13189 because currentAnswer is NaN\n",
      "Skipping trade 15059 because currentAnswer is NaN\n",
      "Skipping trade 15216 because currentAnswer is NaN\n",
      "Skipping trade 15622 because currentAnswer is NaN\n",
      "Skipping trade 16893 because currentAnswer is NaN\n",
      "Skipping trade 17573 because currentAnswer is NaN\n",
      "Skipping trade 17930 because currentAnswer is NaN\n",
      "Skipping trade 19070 because currentAnswer is NaN\n",
      "Skipping trade 23593 because currentAnswer is NaN\n",
      "Skipping trade 25912 because currentAnswer is NaN\n",
      "Skipping trade 26385 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 29813 because currentAnswer is NaN\n",
      "Skipping trade 29816 because currentAnswer is NaN\n",
      "Skipping trade 33102 because currentAnswer is NaN\n",
      "Skipping trade 33527 because currentAnswer is NaN\n",
      "Skipping trade 33832 because currentAnswer is NaN\n",
      "Skipping trade 33858 because currentAnswer is NaN\n",
      "Skipping trade 35445 because currentAnswer is NaN\n",
      "Skipping trade 36041 because currentAnswer is NaN\n",
      "Skipping trade 36248 because currentAnswer is NaN\n",
      "Skipping trade 37384 because currentAnswer is NaN\n",
      "Skipping trade 38654 because currentAnswer is NaN\n",
      "Skipping trade 39115 because currentAnswer is NaN\n",
      "Skipping trade 39591 because currentAnswer is NaN\n",
      "Skipping trade 41697 because currentAnswer is NaN\n",
      "Skipping trade 44294 because currentAnswer is NaN\n",
      "Skipping trade 44582 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 45650 because currentAnswer is NaN\n",
      "Skipping trade 45870 because currentAnswer is NaN\n",
      "Skipping trade 47762 because currentAnswer is NaN\n",
      "Skipping trade 48678 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 48998 because currentAnswer is NaN\n",
      "Skipping trade 50739 because currentAnswer is NaN\n",
      "Skipping trade 51187 because currentAnswer is NaN\n",
      "Skipping trade 51191 because currentAnswer is NaN\n",
      "Skipping trade 51709 because currentAnswer is NaN\n",
      "Skipping trade 52963 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 53549 because currentAnswer is NaN\n",
      "Skipping trade 53605 because currentAnswer is NaN\n",
      "Skipping trade 53731 because currentAnswer is NaN\n",
      "Skipping trade 57182 because currentAnswer is NaN\n",
      "Skipping trade 58405 because currentAnswer is NaN\n",
      "Skipping trade 58572 because currentAnswer is NaN\n",
      "Skipping trade 58654 because currentAnswer is NaN\n",
      "Skipping trade 58885 because currentAnswer is NaN\n",
      "Skipping trade 63309 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 66975 because currentAnswer is NaN\n",
      "Skipping trade 67161 because currentAnswer is NaN\n",
      "Skipping trade 67674 because currentAnswer is NaN\n",
      "Skipping trade 70109 because currentAnswer is NaN\n",
      "Skipping trade 71598 because currentAnswer is NaN\n",
      "Skipping trade 72356 because currentAnswer is NaN\n",
      "Skipping trade 73411 because currentAnswer is NaN\n",
      "Skipping trade 74132 because currentAnswer is NaN\n",
      "Skipping trade 76488 because currentAnswer is NaN\n",
      "Skipping trade 78773 because currentAnswer is NaN\n",
      "Skipping trade 80030 because currentAnswer is NaN\n",
      "Skipping trade 82387 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 915/915 [00:00<00:00, 1272.14it/s]\n",
      "Analysing creators:   9%|▊         | 24/280 [01:37<16:48,  3.94s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 87626 because currentAnswer is NaN\n",
      "Skipping trade 88702 because currentAnswer is NaN\n",
      "Skipping trade 88965 because currentAnswer is NaN\n",
      "Skipping trade 89992 because currentAnswer is NaN\n",
      "Skipping trade 91056 because currentAnswer is NaN\n",
      "Skipping trade 91071 because currentAnswer is NaN\n",
      "Skipping trade 91144 because currentAnswer is NaN\n",
      "Skipping trade 92219 because currentAnswer is NaN\n",
      "Skipping trade 94815 because currentAnswer is NaN\n",
      "Skipping trade 94891 because currentAnswer is NaN\n",
      "Skipping trade 94909 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 375 because currentAnswer is NaN\n",
      "Skipping trade 1414 because currentAnswer is NaN\n",
      "Skipping trade 1859 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 1994 because currentAnswer is NaN\n",
      "Skipping trade 7048 because currentAnswer is NaN\n",
      "Skipping trade 7766 because currentAnswer is NaN\n",
      "Skipping trade 10923 because currentAnswer is NaN\n",
      "Skipping trade 14204 because currentAnswer is NaN\n",
      "Skipping trade 17574 because currentAnswer is NaN\n",
      "Skipping trade 19071 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 23011 because currentAnswer is NaN\n",
      "Skipping trade 30406 because currentAnswer is NaN\n",
      "Skipping trade 32790 because currentAnswer is NaN\n",
      "Skipping trade 34674 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 35891 because currentAnswer is NaN\n",
      "Skipping trade 36949 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 37385 because currentAnswer is NaN\n",
      "Skipping trade 38657 because currentAnswer is NaN\n",
      "Skipping trade 41554 because currentAnswer is NaN\n",
      "Skipping trade 41699 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 43366 because currentAnswer is NaN\n",
      "Skipping trade 45653 because currentAnswer is NaN\n",
      "Skipping trade 48682 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 51710 because currentAnswer is NaN\n",
      "Skipping trade 53550 because currentAnswer is NaN\n",
      "Skipping trade 53606 because currentAnswer is NaN\n",
      "Skipping trade 55046 because currentAnswer is NaN\n",
      "Skipping trade 56284 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 59274 because currentAnswer is NaN\n",
      "Skipping trade 63311 because market is not closed. Market Status: Finalizing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 67872 because currentAnswer is NaN\n",
      "Skipping trade 68666 because currentAnswer is NaN\n",
      "Skipping trade 70110 because currentAnswer is NaN\n",
      "Skipping trade 70783 because currentAnswer is NaN\n",
      "Skipping trade 71599 because currentAnswer is NaN\n",
      "Skipping trade 72395 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 73724 because currentAnswer is NaN\n",
      "Skipping trade 74134 because currentAnswer is NaN\n",
      "Skipping trade 77012 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 79579 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 80031 because currentAnswer is NaN\n",
      "Skipping trade 80230 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 81357 because currentAnswer is NaN\n",
      "Skipping trade 87627 because currentAnswer is NaN\n",
      "Skipping trade 88966 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1311/1311 [00:01<00:00, 1279.00it/s]\n",
      "Analysing creators:   9%|▉         | 25/280 [01:41<16:35,  3.90s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 91004 because currentAnswer is NaN\n",
      "Skipping trade 91145 because currentAnswer is NaN\n",
      "Skipping trade 93324 because market is not closed. Market Status: Finalizing\n",
      "Skipping trade 94892 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 3896 because currentAnswer is NaN\n",
      "Skipping trade 3897 because currentAnswer is NaN\n",
      "Skipping trade 10933 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 25773 because currentAnswer is NaN\n",
      "Skipping trade 29960 because currentAnswer is NaN\n",
      "Skipping trade 32636 because currentAnswer is NaN\n",
      "Skipping trade 35896 because currentAnswer is NaN\n",
      "Skipping trade 35897 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 50743 because currentAnswer is NaN\n",
      "Skipping trade 59829 because currentAnswer is NaN\n",
      "Skipping trade 60301 because currentAnswer is NaN\n",
      "Skipping trade 60302 because currentAnswer is NaN\n",
      "Skipping trade 66967 because currentAnswer is NaN\n",
      "Skipping trade 66968 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": []
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Skipping trade 70121 because currentAnswer is NaN\n",
      "Skipping trade 73731 because currentAnswer is NaN\n",
      "Skipping trade 73732 because currentAnswer is NaN\n",
      "Skipping trade 73810 because currentAnswer is NaN\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analysing trades: 100%|██████████| 1353/1353 [00:01<00:00, 1241.41it/s]\n",
      "Analysing creators:   9%|▉         | 26/280 [01:44<15:41,  3.70s/it]\n",
      "Analysing trades:  17%|█▋        | 245/1404 [00:00<00:00, 1165.11it/s]"
     ]
    }
   ],
   "source": [
    "all_traders = []\n",
    "for trader_address in tqdm(\n",
    "    fpmmTrades[\"trader_address\"].unique(),\n",
    "    total=len(fpmmTrades[\"trader_address\"].unique()),\n",
    "    desc=\"Analysing creators\",\n",
    "):\n",
    "\n",
    "    trades = fpmmTrades[fpmmTrades[\"trader_address\"] == trader_address]\n",
    "    tools_usage = tools[tools[\"trader_address\"] == trader_address]\n",
    "\n",
    "    # Prepare the DataFrame\n",
    "    trades_df = pd.DataFrame(columns=ALL_TRADES_STATS_DF_COLS)\n",
    "    if trades.empty:\n",
    "        continue\n",
    "\n",
    "    # Fetch user's conditional tokens gc graph\n",
    "    try:\n",
    "        user_json = _query_conditional_tokens_gc_subgraph(trader_address)\n",
    "    except Exception as e:\n",
    "        print(f\"Error fetching user data: {e}\")\n",
    "        raise e\n",
    "\n",
    "    # Iterate over the trades\n",
    "    for i, trade in tqdm(trades.iterrows(), total=len(trades), desc=\"Analysing trades\"):\n",
    "        try:\n",
    "            if not trade['fpmm.currentAnswer']:\n",
    "                print(f\"Skipping trade {i} because currentAnswer is NaN\")\n",
    "                continue\n",
    "            # Parsing and computing shared values\n",
    "            creation_timestamp_utc = datetime.datetime.fromtimestamp(\n",
    "                int(trade[\"creationTimestamp\"]), tz=datetime.timezone.utc\n",
    "            )\n",
    "            collateral_amount = wei_to_unit(float(trade[\"collateralAmount\"]))\n",
    "            fee_amount = wei_to_unit(float(trade[\"feeAmount\"]))\n",
    "            outcome_tokens_traded = wei_to_unit(float(trade[\"outcomeTokensTraded\"]))\n",
    "            earnings, winner_trade = (0, False)\n",
    "            redemption = _is_redeemed(user_json, trade)\n",
    "            current_answer = trade[\"fpmm.currentAnswer\"]\n",
    "            # Determine market status\n",
    "            market_status = determine_market_status(trade, current_answer)\n",
    "\n",
    "            # Skip non-closed markets\n",
    "            if market_status != MarketState.CLOSED:\n",
    "                print(\n",
    "                    f\"Skipping trade {i} because market is not closed. Market Status: {market_status}\"\n",
    "                )\n",
    "                continue\n",
    "            current_answer = convert_hex_to_int(current_answer)\n",
    "\n",
    "            # Compute invalidity\n",
    "            is_invalid = current_answer == INVALID_ANSWER\n",
    "\n",
    "            # Compute earnings and winner trade status\n",
    "            if is_invalid:\n",
    "                earnings = collateral_amount\n",
    "                winner_trade = False\n",
    "            elif trade[\"outcomeIndex\"] == current_answer:\n",
    "                earnings = outcome_tokens_traded\n",
    "                winner_trade = True\n",
    "\n",
    "            # Compute mech calls\n",
    "            num_mech_calls = (\n",
    "                tools_usage[\"prompt_request\"].apply(lambda x: trade[\"title\"] in x).sum()\n",
    "            )\n",
    "            net_earnings = (\n",
    "                earnings\n",
    "                - fee_amount\n",
    "                - (num_mech_calls * DEFAULT_MECH_FEE)\n",
    "                - collateral_amount\n",
    "            )\n",
    "\n",
    "            # Assign values to DataFrame\n",
    "            trades_df.loc[i] = {\n",
    "                \"trader_address\": trader_address,\n",
    "                \"trade_id\": trade[\"id\"],\n",
    "                \"market_status\": market_status.name,\n",
    "                \"creation_timestamp\": creation_timestamp_utc,\n",
    "                \"title\": trade[\"title\"],\n",
    "                \"collateral_amount\": collateral_amount,\n",
    "                \"outcome_index\": trade[\"outcomeIndex\"],\n",
    "                \"trade_fee_amount\": fee_amount,\n",
    "                \"outcomes_tokens_traded\": outcome_tokens_traded,\n",
    "                \"current_answer\": current_answer,\n",
    "                \"is_invalid\": is_invalid,\n",
    "                \"winning_trade\": winner_trade,\n",
    "                \"earnings\": earnings,\n",
    "                \"redeemed\": redemption,\n",
    "                \"redeemed_amount\": earnings if redemption else 0,\n",
    "                \"num_mech_calls\": num_mech_calls,\n",
    "                \"mech_fee_amount\": num_mech_calls * DEFAULT_MECH_FEE,\n",
    "                \"net_earnings\": net_earnings,\n",
    "                \"roi\": net_earnings / (collateral_amount + fee_amount + num_mech_calls * DEFAULT_MECH_FEE),\n",
    "            }\n",
    "        except Exception as e:\n",
    "            print(f\"Error processing trade {i}: {e}\")\n",
    "            raise e"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "akash",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}