wehub-resource-sync
10899 lines
597 KiB
Plaintext
10899 lines
597 KiB
Plaintext
{
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"source": [
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"# Macro Data Alignment: Multi-Frequency Integration\n",
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"\n",
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"**Chapter 4: Fundamental and Alternative Data**\n",
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"**Docker image**: `ml4t`\n",
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"**Section Reference**: Section 4.3 (Fundamentals Across the Asset-Class Spectrum)\n",
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"\n",
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"## Purpose\n",
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"\n",
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"Macroeconomic data presents unique challenges for trading models: different release cadences\n",
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"(monthly CPI, weekly claims, quarterly GDP), revision histories, and the critical requirement\n",
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"of point-in-time correctness. This notebook demonstrates how to align multi-frequency macro\n",
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"data for daily trading models using pre-downloaded FRED data.\n",
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"\n",
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"## Learning Objectives\n",
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"\n",
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"After completing this notebook, you will be able to:\n",
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"- Load and explore pre-downloaded FRED macro data\n",
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"- Understand release lag and its impact on point-in-time correctness\n",
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"- Align multi-frequency data to a common daily timeline\n",
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"- Create stationary macro features (z-scores, regimes, momentum)\n",
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"- Use ALFRED vintage data for true point-in-time backtesting\n",
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"\n",
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"## Prerequisites\n",
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"\n",
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"- Run `06_fred_macro_eda` first for basic FRED data orientation\n",
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"- Run the macro data download script: `python data/macro/download.py`\n",
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"\n",
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"## Cross-References\n",
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"\n",
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"- **Upstream**: `06_fred_macro_eda` (basic FRED intro), `data/macro/download.py`\n",
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"- **Downstream**: Chapter 8 `macro_regime_features.py`\n",
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"- **Related**: [`09_onchain_fundamentals`](09_onchain_fundamentals.ipynb) (crypto fundamentals)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "2512a566",
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"metadata": {
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"execution": {
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"exception": false,
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"status": "completed"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Data directory: data\n"
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]
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}
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],
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"source": [
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"\"\"\"Macro Data Alignment — align multi-frequency macro data for daily trading models with PIT correctness.\"\"\"\n",
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"\n",
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"import warnings\n",
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"from datetime import date\n",
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"\n",
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"import plotly.graph_objects as go\n",
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"import polars as pl\n",
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"from plotly.subplots import make_subplots\n",
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"\n",
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"from data import load_etfs, load_macro\n",
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"from utils import ML4T_DATA_PATH\n",
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"from utils.reproducibility import set_global_seeds\n",
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"\n",
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"warnings.filterwarnings(\"ignore\")\n",
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"\n",
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"print(f\"Data directory: {ML4T_DATA_PATH}\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "f864a02b",
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"metadata": {
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"duration": 0.003421,
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"status": "completed"
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},
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"tags": [
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"parameters"
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]
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},
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"outputs": [],
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"source": [
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"# Production defaults — Papermill injects overrides for CI\n",
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"SEED = 42"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "5d195ace",
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"status": "completed"
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},
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"outputs": [],
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"source": [
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"set_global_seeds(SEED)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "fa174c42",
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"metadata": {
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"papermill": {
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"duration": 0.001993,
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"exception": false,
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"status": "completed"
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}
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},
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"source": [
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"## 1. The Multi-Frequency Challenge\n",
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"\n",
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"Different macro series are released at different frequencies:\n",
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"\n",
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"| Series | Frequency | Release Lag | Example |\n",
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"|--------|-----------|-------------|---------|\n",
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"| **S&P 500** | Daily | Real-time | Market close |\n",
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"| **Initial Claims** | Weekly | 5 days | Thursday for prior week |\n",
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"| **CPI** | Monthly | ~15 days | Mid-month for prior month |\n",
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"| **GDP** | Quarterly | 30+ days | Advance, preliminary, final |\n",
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"| **10Y Treasury** | Daily | Real-time | Market rate |\n",
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"\n",
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"The key challenge: **How do you use monthly CPI in a daily trading model without look-ahead bias?**"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"id": "9a2d3446",
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"metadata": {
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"duration": 0.005705,
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"end_time": "2026-06-13T03:10:45.724975+00:00",
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"exception": false,
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"status": "completed"
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}
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div><style>\n",
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".dataframe > thead > tr,\n",
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".dataframe > tbody > tr {\n",
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" text-align: right;\n",
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" white-space: pre-wrap;\n",
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"}\n",
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"</style>\n",
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"<small>shape: (5, 4)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>series</th><th>frequency</th><th>typical_lag_days</th><th>observations_per_year</th></tr><tr><td>str</td><td>str</td><td>i64</td><td>i64</td></tr></thead><tbody><tr><td>"S&P 500"</td><td>"Daily"</td><td>0</td><td>252</td></tr><tr><td>"Initial Claims"</td><td>"Weekly"</td><td>5</td><td>52</td></tr><tr><td>"CPI"</td><td>"Monthly"</td><td>15</td><td>12</td></tr><tr><td>"GDP"</td><td>"Quarterly"</td><td>30</td><td>4</td></tr><tr><td>"10Y Treasury"</td><td>"Daily"</td><td>0</td><td>252</td></tr></tbody></table></div>"
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],
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"text/plain": [
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"shape: (5, 4)\n",
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"┌────────────────┬───────────┬──────────────────┬───────────────────────┐\n",
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"│ series ┆ frequency ┆ typical_lag_days ┆ observations_per_year │\n",
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"│ --- ┆ --- ┆ --- ┆ --- │\n",
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"│ str ┆ str ┆ i64 ┆ i64 │\n",
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"╞════════════════╪═══════════╪══════════════════╪═══════════════════════╡\n",
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"│ S&P 500 ┆ Daily ┆ 0 ┆ 252 │\n",
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"│ Initial Claims ┆ Weekly ┆ 5 ┆ 52 │\n",
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"│ CPI ┆ Monthly ┆ 15 ┆ 12 │\n",
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"│ GDP ┆ Quarterly ┆ 30 ┆ 4 │\n",
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"│ 10Y Treasury ┆ Daily ┆ 0 ┆ 252 │\n",
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"└────────────────┴───────────┴──────────────────┴───────────────────────┘"
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]
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},
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# Frequency overview\n",
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"frequencies = pl.DataFrame(\n",
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" {\n",
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" \"series\": [\"S&P 500\", \"Initial Claims\", \"CPI\", \"GDP\", \"10Y Treasury\"],\n",
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" \"frequency\": [\"Daily\", \"Weekly\", \"Monthly\", \"Quarterly\", \"Daily\"],\n",
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" \"typical_lag_days\": [0, 5, 15, 30, 0],\n",
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" \"observations_per_year\": [252, 52, 12, 4, 252],\n",
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" }\n",
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")\n",
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"\n",
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"frequencies"
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]
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},
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{
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"cell_type": "markdown",
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"id": "45190fe4",
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"source": [
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"## 2. Loading Pre-Downloaded FRED Data\n",
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"\n",
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"The download script (`data/macro/download.py`) fetches macro data from FRED and\n",
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"saves two files:\n",
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"\n",
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"- **`fred_macro.parquet`**: Daily-aligned with forward-fill (ready for models)\n",
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"- **`fred_macro_raw.parquet`**: Native frequencies (for point-in-time analysis)\n",
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"\n",
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"Key series in the dataset:\n",
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"\n",
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"| Series ID | Description | Use Case |\n",
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"|-----------|-------------|----------|\n",
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"| `t10y2y` | 10Y-2Y Treasury Spread | Yield curve slope, recession indicator |\n",
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"| `vixcls` | VIX Volatility Index | Market fear gauge |\n",
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"| `unrate` | Unemployment Rate | Labor market health |\n",
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"| `cpiaucsl` | Consumer Price Index | Inflation |\n",
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"| `dff` | Federal Funds Rate | Monetary policy |\n",
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"| `icsa` | Initial Jobless Claims | Weekly economic pulse |"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"id": "d3de0a32",
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Loaded macro data: 9,497 rows × 26 columns\n",
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"Date range: 2000-01-01 to 2025-12-31\n",
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"Columns: ['timestamp', 'dff', 'dgs1', 'dgs2', 'dgs3', 'dgs5', 'dgs7', 'dgs10', 'dgs20', 'dgs30', 't10y2y', 'vixcls', 'icsa', 'walcl', 'cpiaucsl', 'cpilfesl', 'pcepi', 'unrate', 'payems', 'civpart', 'indpro', 'm2sl', 'gdp', 'gdpc1', 'yield_curve_slope', 'yield_curve_5_10']\n"
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]
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}
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],
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"source": [
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"# Load pre-downloaded macro data\n",
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"macro_df = load_macro()\n",
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"\n",
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"# Normalize column names to lowercase (test fixture uses uppercase)\n",
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"macro_df = macro_df.rename({c: c.lower() for c in macro_df.columns})\n",
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"\n",
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"print(f\"Loaded macro data: {macro_df.shape[0]:,} rows × {macro_df.shape[1]} columns\")\n",
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"print(f\"Date range: {macro_df['timestamp'].min()} to {macro_df['timestamp'].max()}\")\n",
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"print(f\"Columns: {macro_df.columns}\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"id": "648b6f85",
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"metadata": {
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"execution": {
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"status": "completed"
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}
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},
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"outputs": [
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"<div><style>\n",
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".dataframe > thead > tr,\n",
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".dataframe > tbody > tr {\n",
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" text-align: right;\n",
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" white-space: pre-wrap;\n",
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"}\n",
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"</style>\n",
|
||
"<small>shape: (10, 26)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>timestamp</th><th>dff</th><th>dgs1</th><th>dgs2</th><th>dgs3</th><th>dgs5</th><th>dgs7</th><th>dgs10</th><th>dgs20</th><th>dgs30</th><th>t10y2y</th><th>vixcls</th><th>icsa</th><th>walcl</th><th>cpiaucsl</th><th>cpilfesl</th><th>pcepi</th><th>unrate</th><th>payems</th><th>civpart</th><th>indpro</th><th>m2sl</th><th>gdp</th><th>gdpc1</th><th>yield_curve_slope</th><th>yield_curve_5_10</th></tr><tr><td>date</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2025-12-22</td><td>3.64</td><td>3.53</td><td>3.44</td><td>3.56</td><td>3.71</td><td>3.93</td><td>4.17</td><td>4.78</td><td>4.84</td><td>0.73</td><td>14.08</td><td>215000.0</td><td>6.556861e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.73</td><td>0.46</td></tr><tr><td>2025-12-23</td><td>3.64</td><td>3.52</td><td>3.48</td><td>3.58</td><td>3.72</td><td>3.94</td><td>4.18</td><td>4.78</td><td>4.83</td><td>0.7</td><td>14.0</td><td>215000.0</td><td>6.556861e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.7</td><td>0.46</td></tr><tr><td>2025-12-24</td><td>3.64</td><td>3.5</td><td>3.47</td><td>3.56</td><td>3.7</td><td>3.91</td><td>4.15</td><td>4.75</td><td>4.79</td><td>0.68</td><td>13.47</td><td>215000.0</td><td>6.581231e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.45</td></tr><tr><td>2025-12-25</td><td>3.64</td><td>3.5</td><td>3.47</td><td>3.56</td><td>3.7</td><td>3.91</td><td>4.15</td><td>4.75</td><td>4.79</td><td>0.68</td><td>13.47</td><td>215000.0</td><td>6.581231e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.45</td></tr><tr><td>2025-12-26</td><td>3.64</td><td>3.49</td><td>3.46</td><td>3.54</td><td>3.68</td><td>3.89</td><td>4.14</td><td>4.76</td><td>4.81</td><td>0.68</td><td>13.6</td><td>215000.0</td><td>6.581231e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.46</td></tr><tr><td>2025-12-27</td><td>3.64</td><td>3.49</td><td>3.46</td><td>3.54</td><td>3.68</td><td>3.89</td><td>4.14</td><td>4.76</td><td>4.81</td><td>0.68</td><td>13.6</td><td>203000.0</td><td>6.581231e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.46</td></tr><tr><td>2025-12-28</td><td>3.64</td><td>3.49</td><td>3.46</td><td>3.54</td><td>3.68</td><td>3.89</td><td>4.14</td><td>4.76</td><td>4.81</td><td>0.68</td><td>13.6</td><td>203000.0</td><td>6.581231e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.46</td></tr><tr><td>2025-12-29</td><td>3.64</td><td>3.48</td><td>3.45</td><td>3.51</td><td>3.67</td><td>3.88</td><td>4.12</td><td>4.75</td><td>4.8</td><td>0.67</td><td>14.2</td><td>203000.0</td><td>6.581231e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.67</td><td>0.45</td></tr><tr><td>2025-12-30</td><td>3.64</td><td>3.47</td><td>3.45</td><td>3.5</td><td>3.68</td><td>3.89</td><td>4.14</td><td>4.76</td><td>4.81</td><td>0.69</td><td>14.33</td><td>203000.0</td><td>6.581231e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.69</td><td>0.46</td></tr><tr><td>2025-12-31</td><td>3.64</td><td>3.48</td><td>3.47</td><td>3.55</td><td>3.73</td><td>3.94</td><td>4.18</td><td>4.79</td><td>4.84</td><td>0.71</td><td>14.95</td><td>203000.0</td><td>6.640618e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.71</td><td>0.45</td></tr></tbody></table></div>"
|
||
],
|
||
"text/plain": [
|
||
"shape: (10, 26)\n",
|
||
"┌────────────┬──────┬──────┬──────┬───┬───────────┬───────────┬──────────────────┬─────────────────┐\n",
|
||
"│ timestamp ┆ dff ┆ dgs1 ┆ dgs2 ┆ … ┆ gdp ┆ gdpc1 ┆ yield_curve_slop ┆ yield_curve_5_1 │\n",
|
||
"│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ e ┆ 0 │\n",
|
||
"│ date ┆ f64 ┆ f64 ┆ f64 ┆ ┆ f64 ┆ f64 ┆ --- ┆ --- │\n",
|
||
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ f64 ┆ f64 │\n",
|
||
"╞════════════╪══════╪══════╪══════╪═══╪═══════════╪═══════════╪══════════════════╪═════════════════╡\n",
|
||
"│ 2025-12-22 ┆ 3.64 ┆ 3.53 ┆ 3.44 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.73 ┆ 0.46 │\n",
|
||
"│ 2025-12-23 ┆ 3.64 ┆ 3.52 ┆ 3.48 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.7 ┆ 0.46 │\n",
|
||
"│ 2025-12-24 ┆ 3.64 ┆ 3.5 ┆ 3.47 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.45 │\n",
|
||
"│ 2025-12-25 ┆ 3.64 ┆ 3.5 ┆ 3.47 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.45 │\n",
|
||
"│ 2025-12-26 ┆ 3.64 ┆ 3.49 ┆ 3.46 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.46 │\n",
|
||
"│ 2025-12-27 ┆ 3.64 ┆ 3.49 ┆ 3.46 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.46 │\n",
|
||
"│ 2025-12-28 ┆ 3.64 ┆ 3.49 ┆ 3.46 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.46 │\n",
|
||
"│ 2025-12-29 ┆ 3.64 ┆ 3.48 ┆ 3.45 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.67 ┆ 0.45 │\n",
|
||
"│ 2025-12-30 ┆ 3.64 ┆ 3.47 ┆ 3.45 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.69 ┆ 0.46 │\n",
|
||
"│ 2025-12-31 ┆ 3.64 ┆ 3.48 ┆ 3.47 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.71 ┆ 0.45 │\n",
|
||
"└────────────┴──────┴──────┴──────┴───┴───────────┴───────────┴──────────────────┴─────────────────┘"
|
||
]
|
||
},
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"macro_df.tail(10)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 7,
|
||
"id": "2d364a82",
|
||
"metadata": {
|
||
"execution": {
|
||
"iopub.execute_input": "2026-06-16T02:47:32.877958Z",
|
||
"iopub.status.busy": "2026-06-16T02:47:32.877833Z",
|
||
"iopub.status.idle": "2026-06-16T02:47:32.881047Z",
|
||
"shell.execute_reply": "2026-06-16T02:47:32.880731Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 0.004596,
|
||
"end_time": "2026-06-13T03:10:45.752102+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:45.747506+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Data availability (non-null observations):\n",
|
||
" dff : 9,497 (100.0%)\n",
|
||
" dgs1 : 9,495 (100.0%)\n",
|
||
" dgs2 : 9,495 (100.0%)\n",
|
||
" dgs3 : 9,495 (100.0%)\n",
|
||
" dgs5 : 9,495 (100.0%)\n",
|
||
" dgs7 : 9,495 (100.0%)\n",
|
||
" dgs10 : 9,495 (100.0%)\n",
|
||
" dgs20 : 9,495 (100.0%)\n",
|
||
" dgs30 : 9,495 (100.0%)\n",
|
||
" t10y2y : 9,495 (100.0%)\n",
|
||
" vixcls : 9,495 (100.0%)\n",
|
||
" icsa : 9,497 (100.0%)\n",
|
||
" walcl : 8,415 ( 88.6%)\n",
|
||
" cpiaucsl : 9,497 (100.0%)\n",
|
||
" cpilfesl : 9,497 (100.0%)\n",
|
||
" pcepi : 9,497 (100.0%)\n",
|
||
" unrate : 9,497 (100.0%)\n",
|
||
" payems : 9,497 (100.0%)\n",
|
||
" civpart : 9,497 (100.0%)\n",
|
||
" indpro : 9,497 (100.0%)\n",
|
||
" m2sl : 9,497 (100.0%)\n",
|
||
" gdp : 9,497 (100.0%)\n",
|
||
" gdpc1 : 9,497 (100.0%)\n",
|
||
" yield_curve_slope: 9,495 (100.0%)\n",
|
||
" yield_curve_5_10: 9,495 (100.0%)\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"print(\"Data availability (non-null observations):\")\n",
|
||
"for col in macro_df.columns:\n",
|
||
" if col != \"timestamp\":\n",
|
||
" non_null = macro_df[col].drop_nulls().len()\n",
|
||
" pct = 100 * non_null / len(macro_df)\n",
|
||
" print(f\" {col:12s}: {non_null:>6,} ({pct:>5.1f}%)\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "f2b2dff0",
|
||
"metadata": {
|
||
"papermill": {
|
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"duration": 0.001219,
|
||
"end_time": "2026-06-13T03:10:45.754608+00:00",
|
||
"exception": false,
|
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"start_time": "2026-06-13T03:10:45.753389+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"source": [
|
||
"## 3. Point-in-Time: Understanding Release Lag\n",
|
||
"\n",
|
||
"**The critical insight**: Macro data is NOT available on the observation date.\n",
|
||
"\n",
|
||
"Example: January CPI measures prices during January, but is released ~February 12th.\n",
|
||
"A model running on February 1st should NOT use January CPI—it wasn't public yet.\n",
|
||
"\n",
|
||
"This is why we need **release dates** (when data became known) vs **observation dates**\n",
|
||
"(the period the data describes)."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"id": "d19e0c50",
|
||
"metadata": {
|
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"execution": {
|
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"iopub.execute_input": "2026-06-16T02:47:32.881981Z",
|
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"iopub.status.busy": "2026-06-16T02:47:32.881907Z",
|
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|
||
"shell.execute_reply": "2026-06-16T02:47:32.884125Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 0.004028,
|
||
"end_time": "2026-06-13T03:10:45.759867+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:45.755839+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Release Lags (days after observation period):\n",
|
||
" dff : 0 days\n",
|
||
" dgs10 : 0 days\n",
|
||
" dgs2 : 0 days\n",
|
||
" t10y2y : 0 days\n",
|
||
" vixcls : 0 days\n",
|
||
" icsa : 5 days\n",
|
||
" unrate : 5 days\n",
|
||
" payems : 5 days\n",
|
||
" civpart : 5 days\n",
|
||
" walcl : 7 days\n",
|
||
" cpiaucsl : 15 days\n",
|
||
" cpilfesl : 15 days\n",
|
||
" indpro : 15 days\n",
|
||
" m2sl : 20 days\n",
|
||
" pcepi : 25 days\n",
|
||
" gdp : 30 days\n",
|
||
" gdpc1 : 30 days\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# Release lag configuration (typical values)\n",
|
||
"RELEASE_LAGS = {\n",
|
||
" \"dff\": 0, # Real-time (daily)\n",
|
||
" \"dgs10\": 0, # Real-time (daily)\n",
|
||
" \"dgs2\": 0, # Real-time (daily)\n",
|
||
" \"t10y2y\": 0, # Real-time (calculated from daily)\n",
|
||
" \"vixcls\": 0, # Real-time (market-derived)\n",
|
||
" \"icsa\": 5, # Weekly claims: ~5 day lag\n",
|
||
" \"walcl\": 7, # Fed balance sheet: ~7 day lag\n",
|
||
" \"cpiaucsl\": 15, # CPI: ~15 days after month end\n",
|
||
" \"cpilfesl\": 15, # Core CPI: ~15 days\n",
|
||
" \"pcepi\": 25, # PCE: ~25 days\n",
|
||
" \"unrate\": 5, # Employment report: ~5 days after month\n",
|
||
" \"payems\": 5, # Nonfarm payrolls: ~5 days\n",
|
||
" \"civpart\": 5, # Labor force participation: ~5 days\n",
|
||
" \"indpro\": 15, # Industrial production: ~15 days\n",
|
||
" \"m2sl\": 20, # Money supply: ~20 days\n",
|
||
" \"gdp\": 30, # GDP: ~30 days (advance estimate)\n",
|
||
" \"gdpc1\": 30, # Real GDP: ~30 days\n",
|
||
"}\n",
|
||
"\n",
|
||
"print(\"Release Lags (days after observation period):\")\n",
|
||
"for series, lag in sorted(RELEASE_LAGS.items(), key=lambda x: x[1]):\n",
|
||
" print(f\" {series:12s}: {lag:>3} days\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"id": "a458b97e",
|
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"metadata": {
|
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"execution": {
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"iopub.status.idle": "2026-06-16T02:47:32.893486Z",
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"shell.execute_reply": "2026-06-16T02:47:32.892873Z"
|
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|
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"papermill": {
|
||
"duration": 0.00603,
|
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|
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|
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"start_time": "2026-06-13T03:10:45.761147+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<div><style>\n",
|
||
".dataframe > thead > tr,\n",
|
||
".dataframe > tbody > tr {\n",
|
||
" text-align: right;\n",
|
||
" white-space: pre-wrap;\n",
|
||
"}\n",
|
||
"</style>\n",
|
||
"<small>shape: (10, 26)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>timestamp</th><th>dff</th><th>dgs1</th><th>dgs2</th><th>dgs3</th><th>dgs5</th><th>dgs7</th><th>dgs10</th><th>dgs20</th><th>dgs30</th><th>t10y2y</th><th>vixcls</th><th>icsa</th><th>walcl</th><th>cpiaucsl</th><th>cpilfesl</th><th>pcepi</th><th>unrate</th><th>payems</th><th>civpart</th><th>indpro</th><th>m2sl</th><th>gdp</th><th>gdpc1</th><th>yield_curve_slope</th><th>yield_curve_5_10</th></tr><tr><td>date</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2025-12-22</td><td>3.64</td><td>3.53</td><td>3.44</td><td>3.56</td><td>3.71</td><td>3.93</td><td>4.17</td><td>4.78</td><td>4.84</td><td>0.73</td><td>14.08</td><td>224000.0</td><td>6.539303e6</td><td>326.031</td><td>331.814</td><td>128.152</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.73</td><td>0.46</td></tr><tr><td>2025-12-23</td><td>3.64</td><td>3.52</td><td>3.48</td><td>3.58</td><td>3.72</td><td>3.94</td><td>4.18</td><td>4.78</td><td>4.83</td><td>0.7</td><td>14.0</td><td>224000.0</td><td>6.539303e6</td><td>326.031</td><td>331.814</td><td>128.152</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.7</td><td>0.46</td></tr><tr><td>2025-12-24</td><td>3.64</td><td>3.5</td><td>3.47</td><td>3.56</td><td>3.7</td><td>3.91</td><td>4.15</td><td>4.75</td><td>4.79</td><td>0.68</td><td>13.47</td><td>224000.0</td><td>6.556861e6</td><td>326.031</td><td>331.814</td><td>128.152</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.45</td></tr><tr><td>2025-12-25</td><td>3.64</td><td>3.5</td><td>3.47</td><td>3.56</td><td>3.7</td><td>3.91</td><td>4.15</td><td>4.75</td><td>4.79</td><td>0.68</td><td>13.47</td><td>215000.0</td><td>6.556861e6</td><td>326.031</td><td>331.814</td><td>128.152</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.45</td></tr><tr><td>2025-12-26</td><td>3.64</td><td>3.49</td><td>3.46</td><td>3.54</td><td>3.68</td><td>3.89</td><td>4.14</td><td>4.76</td><td>4.81</td><td>0.68</td><td>13.6</td><td>215000.0</td><td>6.556861e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.46</td></tr><tr><td>2025-12-27</td><td>3.64</td><td>3.49</td><td>3.46</td><td>3.54</td><td>3.68</td><td>3.89</td><td>4.14</td><td>4.76</td><td>4.81</td><td>0.68</td><td>13.6</td><td>215000.0</td><td>6.556861e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.46</td></tr><tr><td>2025-12-28</td><td>3.64</td><td>3.49</td><td>3.46</td><td>3.54</td><td>3.68</td><td>3.89</td><td>4.14</td><td>4.76</td><td>4.81</td><td>0.68</td><td>13.6</td><td>215000.0</td><td>6.556861e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.68</td><td>0.46</td></tr><tr><td>2025-12-29</td><td>3.64</td><td>3.48</td><td>3.45</td><td>3.51</td><td>3.67</td><td>3.88</td><td>4.12</td><td>4.75</td><td>4.8</td><td>0.67</td><td>14.2</td><td>215000.0</td><td>6.556861e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.67</td><td>0.45</td></tr><tr><td>2025-12-30</td><td>3.64</td><td>3.47</td><td>3.45</td><td>3.5</td><td>3.68</td><td>3.89</td><td>4.14</td><td>4.76</td><td>4.81</td><td>0.69</td><td>14.33</td><td>215000.0</td><td>6.556861e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.69</td><td>0.46</td></tr><tr><td>2025-12-31</td><td>3.64</td><td>3.48</td><td>3.47</td><td>3.55</td><td>3.73</td><td>3.94</td><td>4.18</td><td>4.79</td><td>4.84</td><td>0.71</td><td>14.95</td><td>215000.0</td><td>6.581231e6</td><td>326.031</td><td>331.814</td><td>128.576</td><td>4.4</td><td>158432.0</td><td>62.4</td><td>101.5203</td><td>22353.6</td><td>31422.526</td><td>24055.749</td><td>0.71</td><td>0.45</td></tr></tbody></table></div>"
|
||
],
|
||
"text/plain": [
|
||
"shape: (10, 26)\n",
|
||
"┌────────────┬──────┬──────┬──────┬───┬───────────┬───────────┬──────────────────┬─────────────────┐\n",
|
||
"│ timestamp ┆ dff ┆ dgs1 ┆ dgs2 ┆ … ┆ gdp ┆ gdpc1 ┆ yield_curve_slop ┆ yield_curve_5_1 │\n",
|
||
"│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ e ┆ 0 │\n",
|
||
"│ date ┆ f64 ┆ f64 ┆ f64 ┆ ┆ f64 ┆ f64 ┆ --- ┆ --- │\n",
|
||
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ f64 ┆ f64 │\n",
|
||
"╞════════════╪══════╪══════╪══════╪═══╪═══════════╪═══════════╪══════════════════╪═════════════════╡\n",
|
||
"│ 2025-12-22 ┆ 3.64 ┆ 3.53 ┆ 3.44 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.73 ┆ 0.46 │\n",
|
||
"│ 2025-12-23 ┆ 3.64 ┆ 3.52 ┆ 3.48 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.7 ┆ 0.46 │\n",
|
||
"│ 2025-12-24 ┆ 3.64 ┆ 3.5 ┆ 3.47 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.45 │\n",
|
||
"│ 2025-12-25 ┆ 3.64 ┆ 3.5 ┆ 3.47 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.45 │\n",
|
||
"│ 2025-12-26 ┆ 3.64 ┆ 3.49 ┆ 3.46 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.46 │\n",
|
||
"│ 2025-12-27 ┆ 3.64 ┆ 3.49 ┆ 3.46 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.46 │\n",
|
||
"│ 2025-12-28 ┆ 3.64 ┆ 3.49 ┆ 3.46 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.68 ┆ 0.46 │\n",
|
||
"│ 2025-12-29 ┆ 3.64 ┆ 3.48 ┆ 3.45 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.67 ┆ 0.45 │\n",
|
||
"│ 2025-12-30 ┆ 3.64 ┆ 3.47 ┆ 3.45 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.69 ┆ 0.46 │\n",
|
||
"│ 2025-12-31 ┆ 3.64 ┆ 3.48 ┆ 3.47 ┆ … ┆ 31422.526 ┆ 24055.749 ┆ 0.71 ┆ 0.45 │\n",
|
||
"└────────────┴──────┴──────┴──────┴───┴───────────┴───────────┴──────────────────┴─────────────────┘"
|
||
]
|
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|
||
"execution_count": 9,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"def apply_release_lag(df: pl.DataFrame, lag_days: dict[str, int]) -> pl.DataFrame:\n",
|
||
" \"\"\"\n",
|
||
" Apply release lag to create point-in-time correct alignment.\n",
|
||
"\n",
|
||
" The forward-filled data already represents what's known at each date,\n",
|
||
" but we shift by release lag to account for publication delay.\n",
|
||
"\n",
|
||
" For daily series (lag=0), no change needed.\n",
|
||
" For monthly series (lag>0), the value shouldn't appear until release date.\n",
|
||
"\n",
|
||
" NOTE: This uses row-based shift, which assumes continuous daily data with\n",
|
||
" no gaps. For data with gaps (weekends, holidays), a 15-row shift may not\n",
|
||
" equal 15 calendar days. For production systems requiring exact calendar-day\n",
|
||
" precision, use date arithmetic instead:\n",
|
||
"\n",
|
||
" df.with_columns(\n",
|
||
" pl.col(\"timestamp\") + pl.duration(days=lag)\n",
|
||
" )\n",
|
||
"\n",
|
||
" For this educational notebook, the approximation is acceptable since:\n",
|
||
" 1. Forward-filled macro data has no gaps (every trading day filled)\n",
|
||
" 2. The lag values are approximate anyway (release schedules vary)\n",
|
||
" \"\"\"\n",
|
||
" result = df.clone()\n",
|
||
"\n",
|
||
" for col, lag in lag_days.items():\n",
|
||
" if col in df.columns and lag > 0:\n",
|
||
" # Shift values forward by lag rows (value appears later)\n",
|
||
" # Assumes continuous daily data without gaps\n",
|
||
" result = result.with_columns(pl.col(col).shift(lag).alias(col))\n",
|
||
"\n",
|
||
" return result\n",
|
||
"\n",
|
||
"\n",
|
||
"pit_df = apply_release_lag(macro_df, RELEASE_LAGS)\n",
|
||
"pit_df.tail(10)"
|
||
]
|
||
},
|
||
{
|
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|
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"id": "b3c155d7",
|
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|
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|
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}
|
||
},
|
||
"source": [
|
||
"## 4. ALFRED: True Point-in-Time with Vintage Data\n",
|
||
"\n",
|
||
"**ALFRED (Archival FRED)** provides historical vintages—what values were known at specific\n",
|
||
"points in time. This is critical because macro data gets **revised after initial release**.\n",
|
||
"\n",
|
||
"### Why Revisions Matter\n",
|
||
"\n",
|
||
"| Series | Initial Release | Typical Revision | Example |\n",
|
||
"|--------|-----------------|------------------|---------|\n",
|
||
"| **GDP** | Advance estimate ~30 days | ±1-2% | Q3 2023: 4.9% → 5.2% |\n",
|
||
"| **Nonfarm Payrolls** | First Friday | ±50K jobs | Mar 2024: 303K → 315K |\n",
|
||
"| **CPI** | ~15 days | Rare, seasonal adj. | Minor adjustments |\n",
|
||
"\n",
|
||
"Using **final revised data** in backtests creates **look-ahead bias**—your model uses\n",
|
||
"information that wasn't available when the trading decision was made.\n",
|
||
"\n",
|
||
"In production, you would use ALFRED-style queries (or a wrapper like `ml4t-data`) to download\n",
|
||
"a series as it existed on a given vintage date. This notebook illustrates the *conceptual*\n",
|
||
"divergence with a small revision example; the concrete API mechanics depend on your data access\n",
|
||
"layer and whether you store `realtime_start`/`realtime_end` style metadata.\n",
|
||
"\n",
|
||
"Example API pattern:\n",
|
||
"```python\n",
|
||
"provider.fetch_ohlcv(\"GDP\", start, end, vintage_date=\"2023-10-26\")\n",
|
||
"```"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
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|
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|
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|
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|
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|
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},
|
||
"outputs": [
|
||
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|
||
"data": {
|
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"text/html": [
|
||
"<div><style>\n",
|
||
".dataframe > thead > tr,\n",
|
||
".dataframe > tbody > tr {\n",
|
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" text-align: right;\n",
|
||
" white-space: pre-wrap;\n",
|
||
"}\n",
|
||
"</style>\n",
|
||
"<small>shape: (4, 4)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>quarter</th><th>release_type</th><th>release_date</th><th>gdp_growth_annualized</th></tr><tr><td>str</td><td>str</td><td>str</td><td>f64</td></tr></thead><tbody><tr><td>"Q3 2023"</td><td>"Advance"</td><td>"2023-10-26"</td><td>4.9</td></tr><tr><td>"Q3 2023"</td><td>"Second"</td><td>"2023-11-29"</td><td>5.2</td></tr><tr><td>"Q3 2023"</td><td>"Third"</td><td>"2023-12-21"</td><td>4.9</td></tr><tr><td>"Q3 2023"</td><td>"Annual Revision"</td><td>"2024-03-28"</td><td>5.2</td></tr></tbody></table></div>"
|
||
],
|
||
"text/plain": [
|
||
"shape: (4, 4)\n",
|
||
"┌─────────┬─────────────────┬──────────────┬───────────────────────┐\n",
|
||
"│ quarter ┆ release_type ┆ release_date ┆ gdp_growth_annualized │\n",
|
||
"│ --- ┆ --- ┆ --- ┆ --- │\n",
|
||
"│ str ┆ str ┆ str ┆ f64 │\n",
|
||
"╞═════════╪═════════════════╪══════════════╪═══════════════════════╡\n",
|
||
"│ Q3 2023 ┆ Advance ┆ 2023-10-26 ┆ 4.9 │\n",
|
||
"│ Q3 2023 ┆ Second ┆ 2023-11-29 ┆ 5.2 │\n",
|
||
"│ Q3 2023 ┆ Third ┆ 2023-12-21 ┆ 4.9 │\n",
|
||
"│ Q3 2023 ┆ Annual Revision ┆ 2024-03-28 ┆ 5.2 │\n",
|
||
"└─────────┴─────────────────┴──────────────┴───────────────────────┘"
|
||
]
|
||
},
|
||
"execution_count": 10,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Demonstrate revision impact (educational example)\n",
|
||
"# In practice, use FREDProvider.fetch_ohlcv(..., vintage_date=...) for real vintage data\n",
|
||
"\n",
|
||
"revision_example = pl.DataFrame(\n",
|
||
" {\n",
|
||
" \"quarter\": [\"Q3 2023\", \"Q3 2023\", \"Q3 2023\", \"Q3 2023\"],\n",
|
||
" \"release_type\": [\"Advance\", \"Second\", \"Third\", \"Annual Revision\"],\n",
|
||
" \"release_date\": [\"2023-10-26\", \"2023-11-29\", \"2023-12-21\", \"2024-03-28\"],\n",
|
||
" \"gdp_growth_annualized\": [4.9, 5.2, 4.9, 5.2],\n",
|
||
" }\n",
|
||
")\n",
|
||
"\n",
|
||
"revision_example"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "e3e19a45",
|
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|
||
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|
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|
||
"status": "completed"
|
||
}
|
||
},
|
||
"source": [
|
||
"Using the final value (5.2%) in a backtest as of October 2023 would be\n",
|
||
"look-ahead bias — only the advance estimate (4.9%) was known then.\n",
|
||
"\n",
|
||
"### Visualizing Signal Divergence from Revisions\n",
|
||
"\n",
|
||
"Let's create a concrete example showing how using revised data vs. original\n",
|
||
"release data leads to different trading signals. This demonstrates the\n",
|
||
"\"performance gap\" that PIT-incorrect backtests hide. With an \"exceptional\n",
|
||
"growth\" rule (GDP > 5%), the 2023 Q3 revision is the telling case: the advance\n",
|
||
"estimate (4.9%) does not fire the signal, but the final value (5.2%) does — so\n",
|
||
"a PIT-incorrect backtest reading the final value would take a trade that was\n",
|
||
"never actionable in real time."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"id": "ffad0b58",
|
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|
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|
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"status": "completed"
|
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|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Signal agreement: 3/4 quarters\n"
|
||
]
|
||
},
|
||
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|
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|
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"<small>shape: (4, 5)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>quarter</th><th>advance_estimate</th><th>final_value</th><th>signal_advance</th><th>signal_final</th></tr><tr><td>str</td><td>f64</td><td>f64</td><td>bool</td><td>bool</td></tr></thead><tbody><tr><td>"Q1"</td><td>1.3</td><td>2.0</td><td>false</td><td>false</td></tr><tr><td>"Q2"</td><td>2.1</td><td>2.1</td><td>false</td><td>false</td></tr><tr><td>"Q3"</td><td>4.9</td><td>5.2</td><td>false</td><td>true</td></tr><tr><td>"Q4"</td><td>3.3</td><td>3.4</td><td>false</td><td>false</td></tr></tbody></table></div>"
|
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],
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"text/plain": [
|
||
"shape: (4, 5)\n",
|
||
"┌─────────┬──────────────────┬─────────────┬────────────────┬──────────────┐\n",
|
||
"│ quarter ┆ advance_estimate ┆ final_value ┆ signal_advance ┆ signal_final │\n",
|
||
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
|
||
"│ str ┆ f64 ┆ f64 ┆ bool ┆ bool │\n",
|
||
"╞═════════╪══════════════════╪═════════════╪════════════════╪══════════════╡\n",
|
||
"│ Q1 ┆ 1.3 ┆ 2.0 ┆ false ┆ false │\n",
|
||
"│ Q2 ┆ 2.1 ┆ 2.1 ┆ false ┆ false │\n",
|
||
"│ Q3 ┆ 4.9 ┆ 5.2 ┆ false ┆ true │\n",
|
||
"│ Q4 ┆ 3.3 ┆ 3.4 ┆ false ┆ false │\n",
|
||
"└─────────┴──────────────────┴─────────────┴────────────────┴──────────────┘"
|
||
]
|
||
},
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
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||
],
|
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"source": [
|
||
"# Create revision history based on documented 2023 GDP revisions\n",
|
||
"# In production, use: FREDProvider.fetch_ohlcv(\"GDP\", vintage_date=...)\n",
|
||
"gdp_revisions = pl.DataFrame(\n",
|
||
" {\n",
|
||
" \"quarter\": [\"Q1\", \"Q2\", \"Q3\", \"Q4\"],\n",
|
||
" \"advance_estimate\": [1.3, 2.1, 4.9, 3.3], # What traders knew at release\n",
|
||
" \"final_value\": [2.0, 2.1, 5.2, 3.4], # What backtests often use incorrectly\n",
|
||
" }\n",
|
||
")\n",
|
||
"\n",
|
||
"# Simple signal: \"Exceptional growth\" = GDP > 5.0%\n",
|
||
"gdp_signals = gdp_revisions.with_columns(\n",
|
||
" (pl.col(\"advance_estimate\") > 5.0).alias(\"signal_advance\"),\n",
|
||
" (pl.col(\"final_value\") > 5.0).alias(\"signal_final\"),\n",
|
||
")\n",
|
||
"\n",
|
||
"signal_match = (\n",
|
||
" gdp_signals.select(pl.col(\"signal_advance\") == pl.col(\"signal_final\")).to_series().sum()\n",
|
||
")\n",
|
||
"print(f\"Signal agreement: {signal_match}/4 quarters\")\n",
|
||
"gdp_signals"
|
||
]
|
||
},
|
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{
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"cell_type": "code",
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"id": "5235698f",
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"metadata": {
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"iopub.execute_input": "2026-06-16T02:47:32.910481Z",
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},
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"papermill": {
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"end_time": "2026-06-13T03:10:46.615066+00:00",
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"exception": false,
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|
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"status": "completed"
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}
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},
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"outputs": [
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{
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"data": {
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"application/vnd.plotly.v1+json": {
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"config": {
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"data": [
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},
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"name": "Advance Estimate (PIT-Correct)",
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"1.3%",
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"2.1%",
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"4.9%",
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"3.3%"
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],
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"Q2",
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"Q3",
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"Q4"
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],
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1.3,
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3.3
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"
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Visualize the divergence\n",
|
||
"fig_revision = go.Figure()\n",
|
||
"\n",
|
||
"fig_revision.add_trace(\n",
|
||
" go.Bar(\n",
|
||
" name=\"Advance Estimate (PIT-Correct)\",\n",
|
||
" x=gdp_revisions[\"quarter\"].to_list(),\n",
|
||
" y=gdp_revisions[\"advance_estimate\"].to_list(),\n",
|
||
" marker_color=\"#2E4057\", # ML4T blue\n",
|
||
" text=[f\"{v:.1f}%\" for v in gdp_revisions[\"advance_estimate\"].to_list()],\n",
|
||
" textposition=\"outside\",\n",
|
||
" )\n",
|
||
")\n",
|
||
"\n",
|
||
"fig_revision.add_trace(\n",
|
||
" go.Bar(\n",
|
||
" name=\"Final Value (Look-Ahead Bias)\",\n",
|
||
" x=gdp_revisions[\"quarter\"].to_list(),\n",
|
||
" y=gdp_revisions[\"final_value\"].to_list(),\n",
|
||
" marker_color=\"#048A81\", # Teal\n",
|
||
" text=[f\"{v:.1f}%\" for v in gdp_revisions[\"final_value\"].to_list()],\n",
|
||
" textposition=\"outside\",\n",
|
||
" )\n",
|
||
")\n",
|
||
"\n",
|
||
"fig_revision.add_hline(\n",
|
||
" y=5.0,\n",
|
||
" line_dash=\"dash\",\n",
|
||
" line_color=\"#8B4513\",\n",
|
||
" annotation_text=\"Signal Threshold (5%)\",\n",
|
||
" annotation_position=\"right\",\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"id": "caaeb118",
|
||
"metadata": {
|
||
"execution": {
|
||
"iopub.execute_input": "2026-06-16T02:47:33.955547Z",
|
||
"iopub.status.busy": "2026-06-16T02:47:33.955469Z",
|
||
"iopub.status.idle": "2026-06-16T02:47:34.055727Z",
|
||
"shell.execute_reply": "2026-06-16T02:47:34.055342Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 0.13669,
|
||
"end_time": "2026-06-13T03:10:46.754631+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:46.617941+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.plotly.v1+json": {
|
||
"config": {
|
||
"plotlyServerURL": "https://plot.ly"
|
||
},
|
||
"data": [
|
||
{
|
||
"marker": {
|
||
"color": "#2E4057"
|
||
},
|
||
"name": "Advance Estimate (PIT-Correct)",
|
||
"text": [
|
||
"1.3%",
|
||
"2.1%",
|
||
"4.9%",
|
||
"3.3%"
|
||
],
|
||
"textposition": "outside",
|
||
"type": "bar",
|
||
"x": [
|
||
"Q1",
|
||
"Q2",
|
||
"Q3",
|
||
"Q4"
|
||
],
|
||
"y": [
|
||
1.3,
|
||
2.1,
|
||
4.9,
|
||
3.3
|
||
]
|
||
},
|
||
{
|
||
"marker": {
|
||
"color": "#048A81"
|
||
},
|
||
"name": "Final Value (Look-Ahead Bias)",
|
||
"text": [
|
||
"2.0%",
|
||
"2.1%",
|
||
"5.2%",
|
||
"3.4%"
|
||
],
|
||
"textposition": "outside",
|
||
"type": "bar",
|
||
"x": [
|
||
"Q1",
|
||
"Q2",
|
||
"Q3",
|
||
"Q4"
|
||
],
|
||
"y": [
|
||
2.0,
|
||
2.1,
|
||
5.2,
|
||
3.4
|
||
]
|
||
}
|
||
],
|
||
"layout": {
|
||
"annotations": [
|
||
{
|
||
"showarrow": false,
|
||
"text": "Signal Threshold (5%)",
|
||
"x": 1,
|
||
"xanchor": "left",
|
||
"xref": "x domain",
|
||
"y": 5.0,
|
||
"yanchor": "middle",
|
||
"yref": "y"
|
||
}
|
||
],
|
||
"barmode": "group",
|
||
"height": 450,
|
||
"legend": {
|
||
"orientation": "h",
|
||
"x": 0.5,
|
||
"xanchor": "center",
|
||
"y": 1.02,
|
||
"yanchor": "bottom"
|
||
},
|
||
"shapes": [
|
||
{
|
||
"line": {
|
||
"color": "#8B4513",
|
||
"dash": "dash"
|
||
},
|
||
"type": "line",
|
||
"x0": 0,
|
||
"x1": 1,
|
||
"xref": "x domain",
|
||
"y0": 5.0,
|
||
"y1": 5.0,
|
||
"yref": "y"
|
||
}
|
||
],
|
||
"template": {
|
||
"data": {
|
||
"bar": [
|
||
{
|
||
"error_x": {
|
||
"color": "#2a3f5f"
|
||
},
|
||
"error_y": {
|
||
"color": "#2a3f5f"
|
||
},
|
||
"marker": {
|
||
"line": {
|
||
"color": "white",
|
||
"width": 0.5
|
||
},
|
||
"pattern": {
|
||
"fillmode": "overlay",
|
||
"size": 10,
|
||
"solidity": 0.2
|
||
}
|
||
},
|
||
"type": "bar"
|
||
}
|
||
],
|
||
"barpolar": [
|
||
{
|
||
"marker": {
|
||
"line": {
|
||
"color": "white",
|
||
"width": 0.5
|
||
},
|
||
"pattern": {
|
||
"fillmode": "overlay",
|
||
"size": 10,
|
||
"solidity": 0.2
|
||
}
|
||
},
|
||
"type": "barpolar"
|
||
}
|
||
],
|
||
"carpet": [
|
||
{
|
||
"aaxis": {
|
||
"endlinecolor": "#2a3f5f",
|
||
"gridcolor": "#C8D4E3",
|
||
"linecolor": "#C8D4E3",
|
||
"minorgridcolor": "#C8D4E3",
|
||
"startlinecolor": "#2a3f5f"
|
||
},
|
||
"baxis": {
|
||
"endlinecolor": "#2a3f5f",
|
||
"gridcolor": "#C8D4E3",
|
||
"linecolor": "#C8D4E3",
|
||
"minorgridcolor": "#C8D4E3",
|
||
"startlinecolor": "#2a3f5f"
|
||
},
|
||
"type": "carpet"
|
||
}
|
||
],
|
||
"choropleth": [
|
||
{
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|
||
"ticks": ""
|
||
},
|
||
"baxis": {
|
||
"gridcolor": "#DFE8F3",
|
||
"linecolor": "#A2B1C6",
|
||
"ticks": ""
|
||
},
|
||
"bgcolor": "white",
|
||
"caxis": {
|
||
"gridcolor": "#DFE8F3",
|
||
"linecolor": "#A2B1C6",
|
||
"ticks": ""
|
||
}
|
||
},
|
||
"title": {
|
||
"x": 0.05
|
||
},
|
||
"xaxis": {
|
||
"automargin": true,
|
||
"gridcolor": "#EBF0F8",
|
||
"linecolor": "#EBF0F8",
|
||
"ticks": "",
|
||
"title": {
|
||
"standoff": 15
|
||
},
|
||
"zerolinecolor": "#EBF0F8",
|
||
"zerolinewidth": 2
|
||
},
|
||
"yaxis": {
|
||
"automargin": true,
|
||
"gridcolor": "#EBF0F8",
|
||
"linecolor": "#EBF0F8",
|
||
"ticks": "",
|
||
"title": {
|
||
"standoff": 15
|
||
},
|
||
"zerolinecolor": "#EBF0F8",
|
||
"zerolinewidth": 2
|
||
}
|
||
}
|
||
},
|
||
"title": {
|
||
"text": "GDP Growth - Advance vs Final Estimates (2023)"
|
||
},
|
||
"xaxis": {
|
||
"title": {
|
||
"text": "Quarter"
|
||
}
|
||
},
|
||
"yaxis": {
|
||
"title": {
|
||
"text": "GDP Growth (%)"
|
||
}
|
||
}
|
||
}
|
||
},
|
||
"image/png": 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"
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"fig_revision.update_layout(\n",
|
||
" title=\"GDP Growth - Advance vs Final Estimates (2023)\",\n",
|
||
" barmode=\"group\",\n",
|
||
" yaxis_title=\"GDP Growth (%)\",\n",
|
||
" xaxis_title=\"Quarter\",\n",
|
||
" template=\"plotly_white\",\n",
|
||
" height=450,\n",
|
||
" legend=dict(orientation=\"h\", yanchor=\"bottom\", y=1.02, xanchor=\"center\", x=0.5),\n",
|
||
")\n",
|
||
"\n",
|
||
"fig_revision.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "e1ab6208",
|
||
"metadata": {
|
||
"lines_to_next_cell": 2,
|
||
"papermill": {
|
||
"duration": 0.00399,
|
||
"end_time": "2026-06-13T03:10:46.763308+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:46.759318+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"source": [
|
||
"## 5. Creating Macro Features\n",
|
||
"\n",
|
||
"Raw macro values are often non-stationary (trending over time). For ML models, we create\n",
|
||
"features that are:\n",
|
||
"\n",
|
||
"- **Stationary**: Changes, growth rates, z-scores\n",
|
||
"- **Regime-indicative**: Threshold-based classifications\n",
|
||
"- **Momentum-based**: Recent changes vs longer-term trends"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 14,
|
||
"id": "4861da40",
|
||
"metadata": {
|
||
"execution": {
|
||
"iopub.execute_input": "2026-06-16T02:47:34.056890Z",
|
||
"iopub.status.busy": "2026-06-16T02:47:34.056804Z",
|
||
"iopub.status.idle": "2026-06-16T02:47:34.064375Z",
|
||
"shell.execute_reply": "2026-06-16T02:47:34.064054Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 0.014627,
|
||
"end_time": "2026-06-13T03:10:46.782046+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:46.767419+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Created 17 macro features:\n",
|
||
" - claims_regime\n",
|
||
" - claims_smooth_20d\n",
|
||
" - inflation_regime\n",
|
||
" - inflation_yoy\n",
|
||
" - initial_claims\n",
|
||
" - labor_market_regime\n",
|
||
" - unemployment_change_1m\n",
|
||
" - unemployment_change_1y\n",
|
||
" - unemployment_rate\n",
|
||
" - vix\n",
|
||
" - vix_momentum_5d\n",
|
||
" - vix_zscore_63d\n",
|
||
" - volatility_regime\n",
|
||
" - yield_curve_momentum_20d\n",
|
||
" - yield_curve_regime\n",
|
||
" - yield_curve_spread\n",
|
||
" - yield_curve_zscore_252d\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"def create_macro_features(df: pl.DataFrame) -> pl.DataFrame:\n",
|
||
" \"\"\"Create trading features from aligned macro data.\"\"\"\n",
|
||
" result = df.clone()\n",
|
||
"\n",
|
||
" # Yield Curve Features (T10Y2Y)\n",
|
||
" if \"t10y2y\" in df.columns:\n",
|
||
" result = result.with_columns(\n",
|
||
" [\n",
|
||
" # Level\n",
|
||
" pl.col(\"t10y2y\").alias(\"yield_curve_spread\"),\n",
|
||
" # Regime classification\n",
|
||
" pl.when(pl.col(\"t10y2y\") < 0)\n",
|
||
" .then(pl.lit(\"inverted\"))\n",
|
||
" .when(pl.col(\"t10y2y\") < 0.5)\n",
|
||
" .then(pl.lit(\"flat\"))\n",
|
||
" .when(pl.col(\"t10y2y\") < 1.5)\n",
|
||
" .then(pl.lit(\"normal\"))\n",
|
||
" .otherwise(pl.lit(\"steep\"))\n",
|
||
" .alias(\"yield_curve_regime\"),\n",
|
||
" # Momentum (20-day change)\n",
|
||
" (pl.col(\"t10y2y\") - pl.col(\"t10y2y\").shift(20)).alias(\"yield_curve_momentum_20d\"),\n",
|
||
" # Rolling z-score (252-day)\n",
|
||
" (\n",
|
||
" (pl.col(\"t10y2y\") - pl.col(\"t10y2y\").rolling_mean(252))\n",
|
||
" / pl.col(\"t10y2y\").rolling_std(252)\n",
|
||
" ).alias(\"yield_curve_zscore_252d\"),\n",
|
||
" ]\n",
|
||
" )\n",
|
||
"\n",
|
||
" # VIX Volatility Features\n",
|
||
" if \"vixcls\" in df.columns:\n",
|
||
" result = result.with_columns(\n",
|
||
" [\n",
|
||
" pl.col(\"vixcls\").alias(\"vix\"),\n",
|
||
" # Regime classification\n",
|
||
" pl.when(pl.col(\"vixcls\") < 15)\n",
|
||
" .then(pl.lit(\"low_vol\"))\n",
|
||
" .when(pl.col(\"vixcls\") < 25)\n",
|
||
" .then(pl.lit(\"normal_vol\"))\n",
|
||
" .when(pl.col(\"vixcls\") < 35)\n",
|
||
" .then(pl.lit(\"elevated_vol\"))\n",
|
||
" .otherwise(pl.lit(\"high_vol\"))\n",
|
||
" .alias(\"volatility_regime\"),\n",
|
||
" # Momentum (5-day change)\n",
|
||
" (pl.col(\"vixcls\") - pl.col(\"vixcls\").shift(5)).alias(\"vix_momentum_5d\"),\n",
|
||
" # Rolling z-score (63-day / 3-month)\n",
|
||
" (\n",
|
||
" (pl.col(\"vixcls\") - pl.col(\"vixcls\").rolling_mean(63))\n",
|
||
" / pl.col(\"vixcls\").rolling_std(63)\n",
|
||
" ).alias(\"vix_zscore_63d\"),\n",
|
||
" ]\n",
|
||
" )\n",
|
||
"\n",
|
||
" # Unemployment Features\n",
|
||
" if \"unrate\" in df.columns:\n",
|
||
" result = result.with_columns(\n",
|
||
" [\n",
|
||
" pl.col(\"unrate\").alias(\"unemployment_rate\"),\n",
|
||
" # Regime\n",
|
||
" pl.when(pl.col(\"unrate\") < 4.0)\n",
|
||
" .then(pl.lit(\"tight\"))\n",
|
||
" .when(pl.col(\"unrate\") < 6.0)\n",
|
||
" .then(pl.lit(\"normal\"))\n",
|
||
" .otherwise(pl.lit(\"recession\"))\n",
|
||
" .alias(\"labor_market_regime\"),\n",
|
||
" # 1-month change (21 trading days)\n",
|
||
" (pl.col(\"unrate\") - pl.col(\"unrate\").shift(21)).alias(\"unemployment_change_1m\"),\n",
|
||
" # 12-month change\n",
|
||
" (pl.col(\"unrate\") - pl.col(\"unrate\").shift(252)).alias(\"unemployment_change_1y\"),\n",
|
||
" ]\n",
|
||
" )\n",
|
||
"\n",
|
||
" # CPI/Inflation Features\n",
|
||
" # Important: CPI is a monthly series in levels. If it's been forward-filled to daily,\n",
|
||
" # using shift(252) (trading days) is NOT a true year-over-year calculation.\n",
|
||
" # A simple approximation on daily grids is 365 calendar days.\n",
|
||
" if \"cpiaucsl\" in df.columns:\n",
|
||
" result = result.with_columns(\n",
|
||
" [\n",
|
||
" # Year-over-year inflation (365 calendar days for monthly forward-filled data)\n",
|
||
" (pl.col(\"cpiaucsl\") / pl.col(\"cpiaucsl\").shift(365) - 1).alias(\"inflation_yoy\"),\n",
|
||
" # Inflation regime\n",
|
||
" pl.when((pl.col(\"cpiaucsl\") / pl.col(\"cpiaucsl\").shift(365) - 1) < 0.02)\n",
|
||
" .then(pl.lit(\"low\"))\n",
|
||
" .when((pl.col(\"cpiaucsl\") / pl.col(\"cpiaucsl\").shift(365) - 1) < 0.04)\n",
|
||
" .then(pl.lit(\"moderate\"))\n",
|
||
" .otherwise(pl.lit(\"high\"))\n",
|
||
" .alias(\"inflation_regime\"),\n",
|
||
" ]\n",
|
||
" )\n",
|
||
"\n",
|
||
" # Initial Claims Features\n",
|
||
" # Note: If weekly claims have been forward-filled to daily, rolling windows over days\n",
|
||
" # are smoothing proxies, not true \"4-week averages\" over weekly observations.\n",
|
||
" if \"icsa\" in df.columns:\n",
|
||
" result = result.with_columns(\n",
|
||
" [\n",
|
||
" pl.col(\"icsa\").alias(\"initial_claims\"),\n",
|
||
" # Smoothing proxy on daily grid; for a true 4-week average, compute on weekly data first.\n",
|
||
" pl.col(\"icsa\").rolling_mean(20).alias(\"claims_smooth_20d\"),\n",
|
||
" # Regime\n",
|
||
" pl.when(pl.col(\"icsa\") < 250000)\n",
|
||
" .then(pl.lit(\"strong\"))\n",
|
||
" .when(pl.col(\"icsa\") < 350000)\n",
|
||
" .then(pl.lit(\"normal\"))\n",
|
||
" .otherwise(pl.lit(\"weak\"))\n",
|
||
" .alias(\"claims_regime\"),\n",
|
||
" ]\n",
|
||
" )\n",
|
||
"\n",
|
||
" return result\n",
|
||
"\n",
|
||
"\n",
|
||
"# Create features\n",
|
||
"macro_features = create_macro_features(pit_df)\n",
|
||
"\n",
|
||
"# List new features\n",
|
||
"original_cols = set(macro_df.columns)\n",
|
||
"feature_cols = [c for c in macro_features.columns if c not in original_cols and c != \"timestamp\"]\n",
|
||
"\n",
|
||
"print(f\"Created {len(feature_cols)} macro features:\")\n",
|
||
"for col in sorted(feature_cols):\n",
|
||
" print(f\" - {col}\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 15,
|
||
"id": "f332eedc",
|
||
"metadata": {
|
||
"execution": {
|
||
"iopub.execute_input": "2026-06-16T02:47:34.065120Z",
|
||
"iopub.status.busy": "2026-06-16T02:47:34.065051Z",
|
||
"iopub.status.idle": "2026-06-16T02:47:34.068409Z",
|
||
"shell.execute_reply": "2026-06-16T02:47:34.068180Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 0.009818,
|
||
"end_time": "2026-06-13T03:10:46.795588+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:46.785770+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<div><style>\n",
|
||
".dataframe > thead > tr,\n",
|
||
".dataframe > tbody > tr {\n",
|
||
" text-align: right;\n",
|
||
" white-space: pre-wrap;\n",
|
||
"}\n",
|
||
"</style>\n",
|
||
"<small>shape: (10, 7)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>timestamp</th><th>yield_curve_spread</th><th>yield_curve_regime</th><th>vix</th><th>volatility_regime</th><th>unemployment_rate</th><th>labor_market_regime</th></tr><tr><td>date</td><td>f64</td><td>str</td><td>f64</td><td>str</td><td>f64</td><td>str</td></tr></thead><tbody><tr><td>2025-12-22</td><td>0.73</td><td>"normal"</td><td>14.08</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr><tr><td>2025-12-23</td><td>0.7</td><td>"normal"</td><td>14.0</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr><tr><td>2025-12-24</td><td>0.68</td><td>"normal"</td><td>13.47</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr><tr><td>2025-12-25</td><td>0.68</td><td>"normal"</td><td>13.47</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr><tr><td>2025-12-26</td><td>0.68</td><td>"normal"</td><td>13.6</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr><tr><td>2025-12-27</td><td>0.68</td><td>"normal"</td><td>13.6</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr><tr><td>2025-12-28</td><td>0.68</td><td>"normal"</td><td>13.6</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr><tr><td>2025-12-29</td><td>0.67</td><td>"normal"</td><td>14.2</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr><tr><td>2025-12-30</td><td>0.69</td><td>"normal"</td><td>14.33</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr><tr><td>2025-12-31</td><td>0.71</td><td>"normal"</td><td>14.95</td><td>"low_vol"</td><td>4.4</td><td>"normal"</td></tr></tbody></table></div>"
|
||
],
|
||
"text/plain": [
|
||
"shape: (10, 7)\n",
|
||
"┌────────────┬───────────────┬───────────────┬───────┬───────────────┬──────────────┬──────────────┐\n",
|
||
"│ timestamp ┆ yield_curve_s ┆ yield_curve_r ┆ vix ┆ volatility_re ┆ unemployment ┆ labor_market │\n",
|
||
"│ --- ┆ pread ┆ egime ┆ --- ┆ gime ┆ _rate ┆ _regime │\n",
|
||
"│ date ┆ --- ┆ --- ┆ f64 ┆ --- ┆ --- ┆ --- │\n",
|
||
"│ ┆ f64 ┆ str ┆ ┆ str ┆ f64 ┆ str │\n",
|
||
"╞════════════╪═══════════════╪═══════════════╪═══════╪═══════════════╪══════════════╪══════════════╡\n",
|
||
"│ 2025-12-22 ┆ 0.73 ┆ normal ┆ 14.08 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"│ 2025-12-23 ┆ 0.7 ┆ normal ┆ 14.0 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"│ 2025-12-24 ┆ 0.68 ┆ normal ┆ 13.47 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"│ 2025-12-25 ┆ 0.68 ┆ normal ┆ 13.47 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"│ 2025-12-26 ┆ 0.68 ┆ normal ┆ 13.6 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"│ 2025-12-27 ┆ 0.68 ┆ normal ┆ 13.6 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"│ 2025-12-28 ┆ 0.68 ┆ normal ┆ 13.6 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"│ 2025-12-29 ┆ 0.67 ┆ normal ┆ 14.2 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"│ 2025-12-30 ┆ 0.69 ┆ normal ┆ 14.33 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"│ 2025-12-31 ┆ 0.71 ┆ normal ┆ 14.95 ┆ low_vol ┆ 4.4 ┆ normal │\n",
|
||
"└────────────┴───────────────┴───────────────┴───────┴───────────────┴──────────────┴──────────────┘"
|
||
]
|
||
},
|
||
"execution_count": 15,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Display sample of macro features\n",
|
||
"display_cols = [\"timestamp\", \"yield_curve_spread\", \"yield_curve_regime\", \"vix\", \"volatility_regime\"]\n",
|
||
"if \"unemployment_rate\" in macro_features.columns:\n",
|
||
" display_cols.extend([\"unemployment_rate\", \"labor_market_regime\"])\n",
|
||
"\n",
|
||
"macro_features.select([c for c in display_cols if c in macro_features.columns]).tail(10)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "bc95fe16",
|
||
"metadata": {
|
||
"papermill": {
|
||
"duration": 0.004281,
|
||
"end_time": "2026-06-13T03:10:46.804432+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:46.800151+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"source": [
|
||
"## 6. Visualizing Macro Regimes"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 16,
|
||
"id": "509188cd",
|
||
"metadata": {
|
||
"execution": {
|
||
"iopub.execute_input": "2026-06-16T02:47:34.069256Z",
|
||
"iopub.status.busy": "2026-06-16T02:47:34.069197Z",
|
||
"iopub.status.idle": "2026-06-16T02:47:34.304194Z",
|
||
"shell.execute_reply": "2026-06-16T02:47:34.303800Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 0.315243,
|
||
"end_time": "2026-06-13T03:10:47.124478+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:46.809235+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.plotly.v1+json": {
|
||
"config": {
|
||
"plotlyServerURL": "https://plot.ly"
|
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},
|
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|
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|
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|
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|
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|
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|
||
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|
||
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|
||
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|
||
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|
||
"2020-01-02T00:00:00",
|
||
"2020-01-03T00:00:00",
|
||
"2020-01-04T00:00:00",
|
||
"2020-01-05T00:00:00",
|
||
"2020-01-06T00:00:00",
|
||
"2020-01-07T00:00:00",
|
||
"2020-01-08T00:00:00",
|
||
"2020-01-09T00:00:00",
|
||
"2020-01-10T00:00:00",
|
||
"2020-01-11T00:00:00",
|
||
"2020-01-12T00:00:00",
|
||
"2020-01-13T00:00:00",
|
||
"2020-01-14T00:00:00",
|
||
"2020-01-15T00:00:00",
|
||
"2020-01-16T00:00:00",
|
||
"2020-01-17T00:00:00",
|
||
"2020-01-18T00:00:00",
|
||
"2020-01-19T00:00:00",
|
||
"2020-01-20T00:00:00",
|
||
"2020-01-21T00:00:00",
|
||
"2020-01-22T00:00:00",
|
||
"2020-01-23T00:00:00",
|
||
"2020-01-24T00:00:00",
|
||
"2020-01-25T00:00:00",
|
||
"2020-01-26T00:00:00",
|
||
"2020-01-27T00:00:00",
|
||
"2020-01-28T00:00:00",
|
||
"2020-01-29T00:00:00",
|
||
"2020-01-30T00:00:00",
|
||
"2020-01-31T00:00:00",
|
||
"2020-02-01T00:00:00",
|
||
"2020-02-02T00:00:00",
|
||
"2020-02-03T00:00:00",
|
||
"2020-02-04T00:00:00",
|
||
"2020-02-05T00:00:00",
|
||
"2020-02-06T00:00:00",
|
||
"2020-02-07T00:00:00",
|
||
"2020-02-08T00:00:00",
|
||
"2020-02-09T00:00:00",
|
||
"2020-02-10T00:00:00",
|
||
"2020-02-11T00:00:00",
|
||
"2020-02-12T00:00:00",
|
||
"2020-02-13T00:00:00",
|
||
"2020-02-14T00:00:00",
|
||
"2020-02-15T00:00:00",
|
||
"2020-02-16T00:00:00",
|
||
"2020-02-17T00:00:00",
|
||
"2020-02-18T00:00:00",
|
||
"2020-02-19T00:00:00",
|
||
"2020-02-20T00:00:00",
|
||
"2020-02-21T00:00:00",
|
||
"2020-02-22T00:00:00",
|
||
"2020-02-23T00:00:00",
|
||
"2020-02-24T00:00:00",
|
||
"2020-02-25T00:00:00",
|
||
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|
||
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|
||
"2020-02-28T00:00:00",
|
||
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|
||
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|
||
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|
||
"2020-03-03T00:00:00",
|
||
"2020-03-04T00:00:00",
|
||
"2020-03-05T00:00:00",
|
||
"2020-03-06T00:00:00",
|
||
"2020-03-07T00:00:00",
|
||
"2020-03-08T00:00:00",
|
||
"2020-03-09T00:00:00",
|
||
"2020-03-10T00:00:00",
|
||
"2020-03-11T00:00:00",
|
||
"2020-03-12T00:00:00",
|
||
"2020-03-13T00:00:00",
|
||
"2020-03-14T00:00:00",
|
||
"2020-03-15T00:00:00",
|
||
"2020-03-16T00:00:00",
|
||
"2020-03-17T00:00:00",
|
||
"2020-03-18T00:00:00",
|
||
"2020-03-19T00:00:00",
|
||
"2020-03-20T00:00:00",
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"2020-03-30T00:00:00",
|
||
"2020-03-31T00:00:00",
|
||
"2020-04-01T00:00:00",
|
||
"2020-04-02T00:00:00",
|
||
"2020-04-03T00:00:00",
|
||
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|
||
"2020-04-05T00:00:00",
|
||
"2020-04-06T00:00:00",
|
||
"2020-04-07T00:00:00",
|
||
"2020-04-08T00:00:00",
|
||
"2020-04-09T00:00:00",
|
||
"2020-04-10T00:00:00",
|
||
"2020-04-11T00:00:00",
|
||
"2020-04-12T00:00:00",
|
||
"2020-04-13T00:00:00",
|
||
"2020-04-14T00:00:00",
|
||
"2020-04-15T00:00:00",
|
||
"2020-04-16T00:00:00",
|
||
"2020-04-17T00:00:00",
|
||
"2020-04-18T00:00:00",
|
||
"2020-04-19T00:00:00",
|
||
"2020-04-20T00:00:00",
|
||
"2020-04-21T00:00:00",
|
||
"2020-04-22T00:00:00",
|
||
"2020-04-23T00:00:00",
|
||
"2020-04-24T00:00:00",
|
||
"2020-04-25T00:00:00",
|
||
"2020-04-26T00:00:00",
|
||
"2020-04-27T00:00:00",
|
||
"2020-04-28T00:00:00",
|
||
"2020-04-29T00:00:00",
|
||
"2020-04-30T00:00:00",
|
||
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|
||
"2020-05-02T00:00:00",
|
||
"2020-05-03T00:00:00",
|
||
"2020-05-04T00:00:00",
|
||
"2020-05-05T00:00:00",
|
||
"2020-05-06T00:00:00",
|
||
"2020-05-07T00:00:00",
|
||
"2020-05-08T00:00:00",
|
||
"2020-05-09T00:00:00",
|
||
"2020-05-10T00:00:00",
|
||
"2020-05-11T00:00:00",
|
||
"2020-05-12T00:00:00",
|
||
"2020-05-13T00:00:00",
|
||
"2020-05-14T00:00:00",
|
||
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|
||
"2020-05-16T00:00:00",
|
||
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|
||
"2020-05-18T00:00:00",
|
||
"2020-05-19T00:00:00",
|
||
"2020-05-20T00:00:00",
|
||
"2020-05-21T00:00:00",
|
||
"2020-05-22T00:00:00",
|
||
"2020-05-23T00:00:00",
|
||
"2020-05-24T00:00:00",
|
||
"2020-05-25T00:00:00",
|
||
"2020-05-26T00:00:00",
|
||
"2020-05-27T00:00:00",
|
||
"2020-05-28T00:00:00",
|
||
"2020-05-29T00:00:00",
|
||
"2020-05-30T00:00:00",
|
||
"2020-05-31T00:00:00",
|
||
"2020-06-01T00:00:00",
|
||
"2020-06-02T00:00:00",
|
||
"2020-06-03T00:00:00",
|
||
"2020-06-04T00:00:00",
|
||
"2020-06-05T00:00:00",
|
||
"2020-06-06T00:00:00",
|
||
"2020-06-07T00:00:00",
|
||
"2020-06-08T00:00:00",
|
||
"2020-06-09T00:00:00",
|
||
"2020-06-10T00:00:00",
|
||
"2020-06-11T00:00:00",
|
||
"2020-06-12T00:00:00",
|
||
"2020-06-13T00:00:00",
|
||
"2020-06-14T00:00:00",
|
||
"2020-06-15T00:00:00",
|
||
"2020-06-16T00:00:00",
|
||
"2020-06-17T00:00:00",
|
||
"2020-06-18T00:00:00",
|
||
"2020-06-19T00:00:00",
|
||
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|
||
"2020-06-21T00:00:00",
|
||
"2020-06-22T00:00:00",
|
||
"2020-06-23T00:00:00",
|
||
"2020-06-24T00:00:00",
|
||
"2020-06-25T00:00:00",
|
||
"2020-06-26T00:00:00",
|
||
"2020-06-27T00:00:00",
|
||
"2020-06-28T00:00:00",
|
||
"2020-06-29T00:00:00",
|
||
"2020-06-30T00:00:00",
|
||
"2020-07-01T00:00:00",
|
||
"2020-07-02T00:00:00",
|
||
"2020-07-03T00:00:00",
|
||
"2020-07-04T00:00:00",
|
||
"2020-07-05T00:00:00",
|
||
"2020-07-06T00:00:00",
|
||
"2020-07-07T00:00:00",
|
||
"2020-07-08T00:00:00",
|
||
"2020-07-09T00:00:00",
|
||
"2020-07-10T00:00:00",
|
||
"2020-07-11T00:00:00",
|
||
"2020-07-12T00:00:00",
|
||
"2020-07-13T00:00:00",
|
||
"2020-07-14T00:00:00",
|
||
"2020-07-15T00:00:00",
|
||
"2020-07-16T00:00:00",
|
||
"2020-07-17T00:00:00",
|
||
"2020-07-18T00:00:00",
|
||
"2020-07-19T00:00:00",
|
||
"2020-07-20T00:00:00",
|
||
"2020-07-21T00:00:00",
|
||
"2020-07-22T00:00:00",
|
||
"2020-07-23T00:00:00",
|
||
"2020-07-24T00:00:00",
|
||
"2020-07-25T00:00:00",
|
||
"2020-07-26T00:00:00",
|
||
"2020-07-27T00:00:00",
|
||
"2020-07-28T00:00:00",
|
||
"2020-07-29T00:00:00",
|
||
"2020-07-30T00:00:00",
|
||
"2020-07-31T00:00:00",
|
||
"2020-08-01T00:00:00",
|
||
"2020-08-02T00:00:00",
|
||
"2020-08-03T00:00:00",
|
||
"2020-08-04T00:00:00",
|
||
"2020-08-05T00:00:00",
|
||
"2020-08-06T00:00:00",
|
||
"2020-08-07T00:00:00",
|
||
"2020-08-08T00:00:00",
|
||
"2020-08-09T00:00:00",
|
||
"2020-08-10T00:00:00",
|
||
"2020-08-11T00:00:00",
|
||
"2020-08-12T00:00:00",
|
||
"2020-08-13T00:00:00",
|
||
"2020-08-14T00:00:00",
|
||
"2020-08-15T00:00:00",
|
||
"2020-08-16T00:00:00",
|
||
"2020-08-17T00:00:00",
|
||
"2020-08-18T00:00:00",
|
||
"2020-08-19T00:00:00",
|
||
"2020-08-20T00:00:00",
|
||
"2020-08-21T00:00:00",
|
||
"2020-08-22T00:00:00",
|
||
"2020-08-23T00:00:00",
|
||
"2020-08-24T00:00:00",
|
||
"2020-08-25T00:00:00",
|
||
"2020-08-26T00:00:00",
|
||
"2020-08-27T00:00:00",
|
||
"2020-08-28T00:00:00",
|
||
"2020-08-29T00:00:00",
|
||
"2020-08-30T00:00:00",
|
||
"2020-08-31T00:00:00",
|
||
"2020-09-01T00:00:00",
|
||
"2020-09-02T00:00:00",
|
||
"2020-09-03T00:00:00",
|
||
"2020-09-04T00:00:00",
|
||
"2020-09-05T00:00:00",
|
||
"2020-09-06T00:00:00",
|
||
"2020-09-07T00:00:00",
|
||
"2020-09-08T00:00:00",
|
||
"2020-09-09T00:00:00",
|
||
"2020-09-10T00:00:00",
|
||
"2020-09-11T00:00:00",
|
||
"2020-09-12T00:00:00",
|
||
"2020-09-13T00:00:00",
|
||
"2020-09-14T00:00:00",
|
||
"2020-09-15T00:00:00",
|
||
"2020-09-16T00:00:00",
|
||
"2020-09-17T00:00:00",
|
||
"2020-09-18T00:00:00",
|
||
"2020-09-19T00:00:00",
|
||
"2020-09-20T00:00:00",
|
||
"2020-09-21T00:00:00",
|
||
"2020-09-22T00:00:00",
|
||
"2020-09-23T00:00:00",
|
||
"2020-09-24T00:00:00",
|
||
"2020-09-25T00:00:00",
|
||
"2020-09-26T00:00:00",
|
||
"2020-09-27T00:00:00",
|
||
"2020-09-28T00:00:00",
|
||
"2020-09-29T00:00:00",
|
||
"2020-09-30T00:00:00",
|
||
"2020-10-01T00:00:00",
|
||
"2020-10-02T00:00:00",
|
||
"2020-10-03T00:00:00",
|
||
"2020-10-04T00:00:00",
|
||
"2020-10-05T00:00:00",
|
||
"2020-10-06T00:00:00",
|
||
"2020-10-07T00:00:00",
|
||
"2020-10-08T00:00:00",
|
||
"2020-10-09T00:00:00",
|
||
"2020-10-10T00:00:00",
|
||
"2020-10-11T00:00:00",
|
||
"2020-10-12T00:00:00",
|
||
"2020-10-13T00:00:00",
|
||
"2020-10-14T00:00:00",
|
||
"2020-10-15T00:00:00",
|
||
"2020-10-16T00:00:00",
|
||
"2020-10-17T00:00:00",
|
||
"2020-10-18T00:00:00",
|
||
"2020-10-19T00:00:00",
|
||
"2020-10-20T00:00:00",
|
||
"2020-10-21T00:00:00",
|
||
"2020-10-22T00:00:00",
|
||
"2020-10-23T00:00:00",
|
||
"2020-10-24T00:00:00",
|
||
"2020-10-25T00:00:00",
|
||
"2020-10-26T00:00:00",
|
||
"2020-10-27T00:00:00",
|
||
"2020-10-28T00:00:00",
|
||
"2020-10-29T00:00:00",
|
||
"2020-10-30T00:00:00",
|
||
"2020-10-31T00:00:00",
|
||
"2020-11-01T00:00:00",
|
||
"2020-11-02T00:00:00",
|
||
"2020-11-03T00:00:00",
|
||
"2020-11-04T00:00:00",
|
||
"2020-11-05T00:00:00",
|
||
"2020-11-06T00:00:00",
|
||
"2020-11-07T00:00:00",
|
||
"2020-11-08T00:00:00",
|
||
"2020-11-09T00:00:00",
|
||
"2020-11-10T00:00:00",
|
||
"2020-11-11T00:00:00",
|
||
"2020-11-12T00:00:00",
|
||
"2020-11-13T00:00:00",
|
||
"2020-11-14T00:00:00",
|
||
"2020-11-15T00:00:00",
|
||
"2020-11-16T00:00:00",
|
||
"2020-11-17T00:00:00",
|
||
"2020-11-18T00:00:00",
|
||
"2020-11-19T00:00:00",
|
||
"2020-11-20T00:00:00",
|
||
"2020-11-21T00:00:00",
|
||
"2020-11-22T00:00:00",
|
||
"2020-11-23T00:00:00",
|
||
"2020-11-24T00:00:00",
|
||
"2020-11-25T00:00:00",
|
||
"2020-11-26T00:00:00",
|
||
"2020-11-27T00:00:00",
|
||
"2020-11-28T00:00:00",
|
||
"2020-11-29T00:00:00",
|
||
"2020-11-30T00:00:00",
|
||
"2020-12-01T00:00:00",
|
||
"2020-12-02T00:00:00",
|
||
"2020-12-03T00:00:00",
|
||
"2020-12-04T00:00:00",
|
||
"2020-12-05T00:00:00",
|
||
"2020-12-06T00:00:00",
|
||
"2020-12-07T00:00:00",
|
||
"2020-12-08T00:00:00",
|
||
"2020-12-09T00:00:00",
|
||
"2020-12-10T00:00:00",
|
||
"2020-12-11T00:00:00",
|
||
"2020-12-12T00:00:00",
|
||
"2020-12-13T00:00:00",
|
||
"2020-12-14T00:00:00",
|
||
"2020-12-15T00:00:00",
|
||
"2020-12-16T00:00:00",
|
||
"2020-12-17T00:00:00",
|
||
"2020-12-18T00:00:00",
|
||
"2020-12-19T00:00:00",
|
||
"2020-12-20T00:00:00",
|
||
"2020-12-21T00:00:00",
|
||
"2020-12-22T00:00:00",
|
||
"2020-12-23T00:00:00",
|
||
"2020-12-24T00:00:00",
|
||
"2020-12-25T00:00:00",
|
||
"2020-12-26T00:00:00",
|
||
"2020-12-27T00:00:00",
|
||
"2020-12-28T00:00:00",
|
||
"2020-12-29T00:00:00",
|
||
"2020-12-30T00:00:00",
|
||
"2020-12-31T00:00:00",
|
||
"2021-01-01T00:00:00",
|
||
"2021-01-02T00:00:00",
|
||
"2021-01-03T00:00:00",
|
||
"2021-01-04T00:00:00",
|
||
"2021-01-05T00:00:00",
|
||
"2021-01-06T00:00:00",
|
||
"2021-01-07T00:00:00",
|
||
"2021-01-08T00:00:00",
|
||
"2021-01-09T00:00:00",
|
||
"2021-01-10T00:00:00",
|
||
"2021-01-11T00:00:00",
|
||
"2021-01-12T00:00:00",
|
||
"2021-01-13T00:00:00",
|
||
"2021-01-14T00:00:00",
|
||
"2021-01-15T00:00:00",
|
||
"2021-01-16T00:00:00",
|
||
"2021-01-17T00:00:00",
|
||
"2021-01-18T00:00:00",
|
||
"2021-01-19T00:00:00",
|
||
"2021-01-20T00:00:00",
|
||
"2021-01-21T00:00:00",
|
||
"2021-01-22T00:00:00",
|
||
"2021-01-23T00:00:00",
|
||
"2021-01-24T00:00:00",
|
||
"2021-01-25T00:00:00",
|
||
"2021-01-26T00:00:00",
|
||
"2021-01-27T00:00:00",
|
||
"2021-01-28T00:00:00",
|
||
"2021-01-29T00:00:00",
|
||
"2021-01-30T00:00:00",
|
||
"2021-01-31T00:00:00",
|
||
"2021-02-01T00:00:00",
|
||
"2021-02-02T00:00:00",
|
||
"2021-02-03T00:00:00",
|
||
"2021-02-04T00:00:00",
|
||
"2021-02-05T00:00:00",
|
||
"2021-02-06T00:00:00",
|
||
"2021-02-07T00:00:00",
|
||
"2021-02-08T00:00:00",
|
||
"2021-02-09T00:00:00",
|
||
"2021-02-10T00:00:00",
|
||
"2021-02-11T00:00:00",
|
||
"2021-02-12T00:00:00",
|
||
"2021-02-13T00:00:00",
|
||
"2021-02-14T00:00:00",
|
||
"2021-02-15T00:00:00",
|
||
"2021-02-16T00:00:00",
|
||
"2021-02-17T00:00:00",
|
||
"2021-02-18T00:00:00",
|
||
"2021-02-19T00:00:00",
|
||
"2021-02-20T00:00:00",
|
||
"2021-02-21T00:00:00",
|
||
"2021-02-22T00:00:00",
|
||
"2021-02-23T00:00:00",
|
||
"2021-02-24T00:00:00",
|
||
"2021-02-25T00:00:00",
|
||
"2021-02-26T00:00:00",
|
||
"2021-02-27T00:00:00",
|
||
"2021-02-28T00:00:00",
|
||
"2021-03-01T00:00:00",
|
||
"2021-03-02T00:00:00",
|
||
"2021-03-03T00:00:00",
|
||
"2021-03-04T00:00:00",
|
||
"2021-03-05T00:00:00",
|
||
"2021-03-06T00:00:00",
|
||
"2021-03-07T00:00:00",
|
||
"2021-03-08T00:00:00",
|
||
"2021-03-09T00:00:00",
|
||
"2021-03-10T00:00:00",
|
||
"2021-03-11T00:00:00",
|
||
"2021-03-12T00:00:00",
|
||
"2021-03-13T00:00:00",
|
||
"2021-03-14T00:00:00",
|
||
"2021-03-15T00:00:00",
|
||
"2021-03-16T00:00:00",
|
||
"2021-03-17T00:00:00",
|
||
"2021-03-18T00:00:00",
|
||
"2021-03-19T00:00:00",
|
||
"2021-03-20T00:00:00",
|
||
"2021-03-21T00:00:00",
|
||
"2021-03-22T00:00:00",
|
||
"2021-03-23T00:00:00",
|
||
"2021-03-24T00:00:00",
|
||
"2021-03-25T00:00:00",
|
||
"2021-03-26T00:00:00",
|
||
"2021-03-27T00:00:00",
|
||
"2021-03-28T00:00:00",
|
||
"2021-03-29T00:00:00",
|
||
"2021-03-30T00:00:00",
|
||
"2021-03-31T00:00:00",
|
||
"2021-04-01T00:00:00",
|
||
"2021-04-02T00:00:00",
|
||
"2021-04-03T00:00:00",
|
||
"2021-04-04T00:00:00",
|
||
"2021-04-05T00:00:00",
|
||
"2021-04-06T00:00:00",
|
||
"2021-04-07T00:00:00",
|
||
"2021-04-08T00:00:00",
|
||
"2021-04-09T00:00:00",
|
||
"2021-04-10T00:00:00",
|
||
"2021-04-11T00:00:00",
|
||
"2021-04-12T00:00:00",
|
||
"2021-04-13T00:00:00",
|
||
"2021-04-14T00:00:00",
|
||
"2021-04-15T00:00:00",
|
||
"2021-04-16T00:00:00",
|
||
"2021-04-17T00:00:00",
|
||
"2021-04-18T00:00:00",
|
||
"2021-04-19T00:00:00",
|
||
"2021-04-20T00:00:00",
|
||
"2021-04-21T00:00:00",
|
||
"2021-04-22T00:00:00",
|
||
"2021-04-23T00:00:00",
|
||
"2021-04-24T00:00:00",
|
||
"2021-04-25T00:00:00",
|
||
"2021-04-26T00:00:00",
|
||
"2021-04-27T00:00:00",
|
||
"2021-04-28T00:00:00",
|
||
"2021-04-29T00:00:00",
|
||
"2021-04-30T00:00:00",
|
||
"2021-05-01T00:00:00",
|
||
"2021-05-02T00:00:00",
|
||
"2021-05-03T00:00:00",
|
||
"2021-05-04T00:00:00",
|
||
"2021-05-05T00:00:00",
|
||
"2021-05-06T00:00:00",
|
||
"2021-05-07T00:00:00",
|
||
"2021-05-08T00:00:00",
|
||
"2021-05-09T00:00:00",
|
||
"2021-05-10T00:00:00",
|
||
"2021-05-11T00:00:00",
|
||
"2021-05-12T00:00:00",
|
||
"2021-05-13T00:00:00",
|
||
"2021-05-14T00:00:00",
|
||
"2021-05-15T00:00:00",
|
||
"2021-05-16T00:00:00",
|
||
"2021-05-17T00:00:00",
|
||
"2021-05-18T00:00:00",
|
||
"2021-05-19T00:00:00",
|
||
"2021-05-20T00:00:00",
|
||
"2021-05-21T00:00:00",
|
||
"2021-05-22T00:00:00",
|
||
"2021-05-23T00:00:00",
|
||
"2021-05-24T00:00:00",
|
||
"2021-05-25T00:00:00",
|
||
"2021-05-26T00:00:00",
|
||
"2021-05-27T00:00:00",
|
||
"2021-05-28T00:00:00",
|
||
"2021-05-29T00:00:00",
|
||
"2021-05-30T00:00:00",
|
||
"2021-05-31T00:00:00",
|
||
"2021-06-01T00:00:00",
|
||
"2021-06-02T00:00:00",
|
||
"2021-06-03T00:00:00",
|
||
"2021-06-04T00:00:00",
|
||
"2021-06-05T00:00:00",
|
||
"2021-06-06T00:00:00",
|
||
"2021-06-07T00:00:00",
|
||
"2021-06-08T00:00:00",
|
||
"2021-06-09T00:00:00",
|
||
"2021-06-10T00:00:00",
|
||
"2021-06-11T00:00:00",
|
||
"2021-06-12T00:00:00",
|
||
"2021-06-13T00:00:00",
|
||
"2021-06-14T00:00:00",
|
||
"2021-06-15T00:00:00",
|
||
"2021-06-16T00:00:00",
|
||
"2021-06-17T00:00:00",
|
||
"2021-06-18T00:00:00",
|
||
"2021-06-19T00:00:00",
|
||
"2021-06-20T00:00:00",
|
||
"2021-06-21T00:00:00",
|
||
"2021-06-22T00:00:00",
|
||
"2021-06-23T00:00:00",
|
||
"2021-06-24T00:00:00",
|
||
"2021-06-25T00:00:00",
|
||
"2021-06-26T00:00:00",
|
||
"2021-06-27T00:00:00",
|
||
"2021-06-28T00:00:00",
|
||
"2021-06-29T00:00:00",
|
||
"2021-06-30T00:00:00",
|
||
"2021-07-01T00:00:00",
|
||
"2021-07-02T00:00:00",
|
||
"2021-07-03T00:00:00",
|
||
"2021-07-04T00:00:00",
|
||
"2021-07-05T00:00:00",
|
||
"2021-07-06T00:00:00",
|
||
"2021-07-07T00:00:00",
|
||
"2021-07-08T00:00:00",
|
||
"2021-07-09T00:00:00",
|
||
"2021-07-10T00:00:00",
|
||
"2021-07-11T00:00:00",
|
||
"2021-07-12T00:00:00",
|
||
"2021-07-13T00:00:00",
|
||
"2021-07-14T00:00:00",
|
||
"2021-07-15T00:00:00",
|
||
"2021-07-16T00:00:00",
|
||
"2021-07-17T00:00:00",
|
||
"2021-07-18T00:00:00",
|
||
"2021-07-19T00:00:00",
|
||
"2021-07-20T00:00:00",
|
||
"2021-07-21T00:00:00",
|
||
"2021-07-22T00:00:00",
|
||
"2021-07-23T00:00:00",
|
||
"2021-07-24T00:00:00",
|
||
"2021-07-25T00:00:00",
|
||
"2021-07-26T00:00:00",
|
||
"2021-07-27T00:00:00",
|
||
"2021-07-28T00:00:00",
|
||
"2021-07-29T00:00:00",
|
||
"2021-07-30T00:00:00",
|
||
"2021-07-31T00:00:00",
|
||
"2021-08-01T00:00:00",
|
||
"2021-08-02T00:00:00",
|
||
"2021-08-03T00:00:00",
|
||
"2021-08-04T00:00:00",
|
||
"2021-08-05T00:00:00",
|
||
"2021-08-06T00:00:00",
|
||
"2021-08-07T00:00:00",
|
||
"2021-08-08T00:00:00",
|
||
"2021-08-09T00:00:00",
|
||
"2021-08-10T00:00:00",
|
||
"2021-08-11T00:00:00",
|
||
"2021-08-12T00:00:00",
|
||
"2021-08-13T00:00:00",
|
||
"2021-08-14T00:00:00",
|
||
"2021-08-15T00:00:00",
|
||
"2021-08-16T00:00:00",
|
||
"2021-08-17T00:00:00",
|
||
"2021-08-18T00:00:00",
|
||
"2021-08-19T00:00:00",
|
||
"2021-08-20T00:00:00",
|
||
"2021-08-21T00:00:00",
|
||
"2021-08-22T00:00:00",
|
||
"2021-08-23T00:00:00",
|
||
"2021-08-24T00:00:00",
|
||
"2021-08-25T00:00:00",
|
||
"2021-08-26T00:00:00",
|
||
"2021-08-27T00:00:00",
|
||
"2021-08-28T00:00:00",
|
||
"2021-08-29T00:00:00",
|
||
"2021-08-30T00:00:00",
|
||
"2021-08-31T00:00:00",
|
||
"2021-09-01T00:00:00",
|
||
"2021-09-02T00:00:00",
|
||
"2021-09-03T00:00:00",
|
||
"2021-09-04T00:00:00",
|
||
"2021-09-05T00:00:00",
|
||
"2021-09-06T00:00:00",
|
||
"2021-09-07T00:00:00",
|
||
"2021-09-08T00:00:00",
|
||
"2021-09-09T00:00:00",
|
||
"2021-09-10T00:00:00",
|
||
"2021-09-11T00:00:00",
|
||
"2021-09-12T00:00:00",
|
||
"2021-09-13T00:00:00",
|
||
"2021-09-14T00:00:00",
|
||
"2021-09-15T00:00:00",
|
||
"2021-09-16T00:00:00",
|
||
"2021-09-17T00:00:00",
|
||
"2021-09-18T00:00:00",
|
||
"2021-09-19T00:00:00",
|
||
"2021-09-20T00:00:00",
|
||
"2021-09-21T00:00:00",
|
||
"2021-09-22T00:00:00",
|
||
"2021-09-23T00:00:00",
|
||
"2021-09-24T00:00:00",
|
||
"2021-09-25T00:00:00",
|
||
"2021-09-26T00:00:00",
|
||
"2021-09-27T00:00:00",
|
||
"2021-09-28T00:00:00",
|
||
"2021-09-29T00:00:00",
|
||
"2021-09-30T00:00:00",
|
||
"2021-10-01T00:00:00",
|
||
"2021-10-02T00:00:00",
|
||
"2021-10-03T00:00:00",
|
||
"2021-10-04T00:00:00",
|
||
"2021-10-05T00:00:00",
|
||
"2021-10-06T00:00:00",
|
||
"2021-10-07T00:00:00",
|
||
"2021-10-08T00:00:00",
|
||
"2021-10-09T00:00:00",
|
||
"2021-10-10T00:00:00",
|
||
"2021-10-11T00:00:00",
|
||
"2021-10-12T00:00:00",
|
||
"2021-10-13T00:00:00",
|
||
"2021-10-14T00:00:00",
|
||
"2021-10-15T00:00:00",
|
||
"2021-10-16T00:00:00",
|
||
"2021-10-17T00:00:00",
|
||
"2021-10-18T00:00:00",
|
||
"2021-10-19T00:00:00",
|
||
"2021-10-20T00:00:00",
|
||
"2021-10-21T00:00:00",
|
||
"2021-10-22T00:00:00",
|
||
"2021-10-23T00:00:00",
|
||
"2021-10-24T00:00:00",
|
||
"2021-10-25T00:00:00",
|
||
"2021-10-26T00:00:00",
|
||
"2021-10-27T00:00:00",
|
||
"2021-10-28T00:00:00",
|
||
"2021-10-29T00:00:00",
|
||
"2021-10-30T00:00:00",
|
||
"2021-10-31T00:00:00",
|
||
"2021-11-01T00:00:00",
|
||
"2021-11-02T00:00:00",
|
||
"2021-11-03T00:00:00",
|
||
"2021-11-04T00:00:00",
|
||
"2021-11-05T00:00:00",
|
||
"2021-11-06T00:00:00",
|
||
"2021-11-07T00:00:00",
|
||
"2021-11-08T00:00:00",
|
||
"2021-11-09T00:00:00",
|
||
"2021-11-10T00:00:00",
|
||
"2021-11-11T00:00:00",
|
||
"2021-11-12T00:00:00",
|
||
"2021-11-13T00:00:00",
|
||
"2021-11-14T00:00:00",
|
||
"2021-11-15T00:00:00",
|
||
"2021-11-16T00:00:00",
|
||
"2021-11-17T00:00:00",
|
||
"2021-11-18T00:00:00",
|
||
"2021-11-19T00:00:00",
|
||
"2021-11-20T00:00:00",
|
||
"2021-11-21T00:00:00",
|
||
"2021-11-22T00:00:00",
|
||
"2021-11-23T00:00:00",
|
||
"2021-11-24T00:00:00",
|
||
"2021-11-25T00:00:00",
|
||
"2021-11-26T00:00:00",
|
||
"2021-11-27T00:00:00",
|
||
"2021-11-28T00:00:00",
|
||
"2021-11-29T00:00:00",
|
||
"2021-11-30T00:00:00",
|
||
"2021-12-01T00:00:00",
|
||
"2021-12-02T00:00:00",
|
||
"2021-12-03T00:00:00",
|
||
"2021-12-04T00:00:00",
|
||
"2021-12-05T00:00:00",
|
||
"2021-12-06T00:00:00",
|
||
"2021-12-07T00:00:00",
|
||
"2021-12-08T00:00:00",
|
||
"2021-12-09T00:00:00",
|
||
"2021-12-10T00:00:00",
|
||
"2021-12-11T00:00:00",
|
||
"2021-12-12T00:00:00",
|
||
"2021-12-13T00:00:00",
|
||
"2021-12-14T00:00:00",
|
||
"2021-12-15T00:00:00",
|
||
"2021-12-16T00:00:00",
|
||
"2021-12-17T00:00:00",
|
||
"2021-12-18T00:00:00",
|
||
"2021-12-19T00:00:00",
|
||
"2021-12-20T00:00:00",
|
||
"2021-12-21T00:00:00",
|
||
"2021-12-22T00:00:00",
|
||
"2021-12-23T00:00:00",
|
||
"2021-12-24T00:00:00",
|
||
"2021-12-25T00:00:00",
|
||
"2021-12-26T00:00:00",
|
||
"2021-12-27T00:00:00",
|
||
"2021-12-28T00:00:00",
|
||
"2021-12-29T00:00:00",
|
||
"2021-12-30T00:00:00",
|
||
"2021-12-31T00:00:00",
|
||
"2022-01-01T00:00:00",
|
||
"2022-01-02T00:00:00",
|
||
"2022-01-03T00:00:00",
|
||
"2022-01-04T00:00:00",
|
||
"2022-01-05T00:00:00",
|
||
"2022-01-06T00:00:00",
|
||
"2022-01-07T00:00:00",
|
||
"2022-01-08T00:00:00",
|
||
"2022-01-09T00:00:00",
|
||
"2022-01-10T00:00:00",
|
||
"2022-01-11T00:00:00",
|
||
"2022-01-12T00:00:00",
|
||
"2022-01-13T00:00:00",
|
||
"2022-01-14T00:00:00",
|
||
"2022-01-15T00:00:00",
|
||
"2022-01-16T00:00:00",
|
||
"2022-01-17T00:00:00",
|
||
"2022-01-18T00:00:00",
|
||
"2022-01-19T00:00:00",
|
||
"2022-01-20T00:00:00",
|
||
"2022-01-21T00:00:00",
|
||
"2022-01-22T00:00:00",
|
||
"2022-01-23T00:00:00",
|
||
"2022-01-24T00:00:00",
|
||
"2022-01-25T00:00:00",
|
||
"2022-01-26T00:00:00",
|
||
"2022-01-27T00:00:00",
|
||
"2022-01-28T00:00:00",
|
||
"2022-01-29T00:00:00",
|
||
"2022-01-30T00:00:00",
|
||
"2022-01-31T00:00:00",
|
||
"2022-02-01T00:00:00",
|
||
"2022-02-02T00:00:00",
|
||
"2022-02-03T00:00:00",
|
||
"2022-02-04T00:00:00",
|
||
"2022-02-05T00:00:00",
|
||
"2022-02-06T00:00:00",
|
||
"2022-02-07T00:00:00",
|
||
"2022-02-08T00:00:00",
|
||
"2022-02-09T00:00:00",
|
||
"2022-02-10T00:00:00",
|
||
"2022-02-11T00:00:00",
|
||
"2022-02-12T00:00:00",
|
||
"2022-02-13T00:00:00",
|
||
"2022-02-14T00:00:00",
|
||
"2022-02-15T00:00:00",
|
||
"2022-02-16T00:00:00",
|
||
"2022-02-17T00:00:00",
|
||
"2022-02-18T00:00:00",
|
||
"2022-02-19T00:00:00",
|
||
"2022-02-20T00:00:00",
|
||
"2022-02-21T00:00:00",
|
||
"2022-02-22T00:00:00",
|
||
"2022-02-23T00:00:00",
|
||
"2022-02-24T00:00:00",
|
||
"2022-02-25T00:00:00",
|
||
"2022-02-26T00:00:00",
|
||
"2022-02-27T00:00:00",
|
||
"2022-02-28T00:00:00",
|
||
"2022-03-01T00:00:00",
|
||
"2022-03-02T00:00:00",
|
||
"2022-03-03T00:00:00",
|
||
"2022-03-04T00:00:00",
|
||
"2022-03-05T00:00:00",
|
||
"2022-03-06T00:00:00",
|
||
"2022-03-07T00:00:00",
|
||
"2022-03-08T00:00:00",
|
||
"2022-03-09T00:00:00",
|
||
"2022-03-10T00:00:00",
|
||
"2022-03-11T00:00:00",
|
||
"2022-03-12T00:00:00",
|
||
"2022-03-13T00:00:00",
|
||
"2022-03-14T00:00:00",
|
||
"2022-03-15T00:00:00",
|
||
"2022-03-16T00:00:00",
|
||
"2022-03-17T00:00:00",
|
||
"2022-03-18T00:00:00",
|
||
"2022-03-19T00:00:00",
|
||
"2022-03-20T00:00:00",
|
||
"2022-03-21T00:00:00",
|
||
"2022-03-22T00:00:00",
|
||
"2022-03-23T00:00:00",
|
||
"2022-03-24T00:00:00",
|
||
"2022-03-25T00:00:00",
|
||
"2022-03-26T00:00:00",
|
||
"2022-03-27T00:00:00",
|
||
"2022-03-28T00:00:00",
|
||
"2022-03-29T00:00:00",
|
||
"2022-03-30T00:00:00",
|
||
"2022-03-31T00:00:00",
|
||
"2022-04-01T00:00:00",
|
||
"2022-04-02T00:00:00",
|
||
"2022-04-03T00:00:00",
|
||
"2022-04-04T00:00:00",
|
||
"2022-04-05T00:00:00",
|
||
"2022-04-06T00:00:00",
|
||
"2022-04-07T00:00:00",
|
||
"2022-04-08T00:00:00",
|
||
"2022-04-09T00:00:00",
|
||
"2022-04-10T00:00:00",
|
||
"2022-04-11T00:00:00",
|
||
"2022-04-12T00:00:00",
|
||
"2022-04-13T00:00:00",
|
||
"2022-04-14T00:00:00",
|
||
"2022-04-15T00:00:00",
|
||
"2022-04-16T00:00:00",
|
||
"2022-04-17T00:00:00",
|
||
"2022-04-18T00:00:00",
|
||
"2022-04-19T00:00:00",
|
||
"2022-04-20T00:00:00",
|
||
"2022-04-21T00:00:00",
|
||
"2022-04-22T00:00:00",
|
||
"2022-04-23T00:00:00",
|
||
"2022-04-24T00:00:00",
|
||
"2022-04-25T00:00:00",
|
||
"2022-04-26T00:00:00",
|
||
"2022-04-27T00:00:00",
|
||
"2022-04-28T00:00:00",
|
||
"2022-04-29T00:00:00",
|
||
"2022-04-30T00:00:00",
|
||
"2022-05-01T00:00:00",
|
||
"2022-05-02T00:00:00",
|
||
"2022-05-03T00:00:00",
|
||
"2022-05-04T00:00:00",
|
||
"2022-05-05T00:00:00",
|
||
"2022-05-06T00:00:00",
|
||
"2022-05-07T00:00:00",
|
||
"2022-05-08T00:00:00",
|
||
"2022-05-09T00:00:00",
|
||
"2022-05-10T00:00:00",
|
||
"2022-05-11T00:00:00",
|
||
"2022-05-12T00:00:00",
|
||
"2022-05-13T00:00:00",
|
||
"2022-05-14T00:00:00",
|
||
"2022-05-15T00:00:00",
|
||
"2022-05-16T00:00:00",
|
||
"2022-05-17T00:00:00",
|
||
"2022-05-18T00:00:00",
|
||
"2022-05-19T00:00:00",
|
||
"2022-05-20T00:00:00",
|
||
"2022-05-21T00:00:00",
|
||
"2022-05-22T00:00:00",
|
||
"2022-05-23T00:00:00",
|
||
"2022-05-24T00:00:00",
|
||
"2022-05-25T00:00:00",
|
||
"2022-05-26T00:00:00",
|
||
"2022-05-27T00:00:00",
|
||
"2022-05-28T00:00:00",
|
||
"2022-05-29T00:00:00",
|
||
"2022-05-30T00:00:00",
|
||
"2022-05-31T00:00:00",
|
||
"2022-06-01T00:00:00",
|
||
"2022-06-02T00:00:00",
|
||
"2022-06-03T00:00:00",
|
||
"2022-06-04T00:00:00",
|
||
"2022-06-05T00:00:00",
|
||
"2022-06-06T00:00:00",
|
||
"2022-06-07T00:00:00",
|
||
"2022-06-08T00:00:00",
|
||
"2022-06-09T00:00:00",
|
||
"2022-06-10T00:00:00",
|
||
"2022-06-11T00:00:00",
|
||
"2022-06-12T00:00:00",
|
||
"2022-06-13T00:00:00",
|
||
"2022-06-14T00:00:00",
|
||
"2022-06-15T00:00:00",
|
||
"2022-06-16T00:00:00",
|
||
"2022-06-17T00:00:00",
|
||
"2022-06-18T00:00:00",
|
||
"2022-06-19T00:00:00",
|
||
"2022-06-20T00:00:00",
|
||
"2022-06-21T00:00:00",
|
||
"2022-06-22T00:00:00",
|
||
"2022-06-23T00:00:00",
|
||
"2022-06-24T00:00:00",
|
||
"2022-06-25T00:00:00",
|
||
"2022-06-26T00:00:00",
|
||
"2022-06-27T00:00:00",
|
||
"2022-06-28T00:00:00",
|
||
"2022-06-29T00:00:00",
|
||
"2022-06-30T00:00:00",
|
||
"2022-07-01T00:00:00",
|
||
"2022-07-02T00:00:00",
|
||
"2022-07-03T00:00:00",
|
||
"2022-07-04T00:00:00",
|
||
"2022-07-05T00:00:00",
|
||
"2022-07-06T00:00:00",
|
||
"2022-07-07T00:00:00",
|
||
"2022-07-08T00:00:00",
|
||
"2022-07-09T00:00:00",
|
||
"2022-07-10T00:00:00",
|
||
"2022-07-11T00:00:00",
|
||
"2022-07-12T00:00:00",
|
||
"2022-07-13T00:00:00",
|
||
"2022-07-14T00:00:00",
|
||
"2022-07-15T00:00:00",
|
||
"2022-07-16T00:00:00",
|
||
"2022-07-17T00:00:00",
|
||
"2022-07-18T00:00:00",
|
||
"2022-07-19T00:00:00",
|
||
"2022-07-20T00:00:00",
|
||
"2022-07-21T00:00:00",
|
||
"2022-07-22T00:00:00",
|
||
"2022-07-23T00:00:00",
|
||
"2022-07-24T00:00:00",
|
||
"2022-07-25T00:00:00",
|
||
"2022-07-26T00:00:00",
|
||
"2022-07-27T00:00:00",
|
||
"2022-07-28T00:00:00",
|
||
"2022-07-29T00:00:00",
|
||
"2022-07-30T00:00:00",
|
||
"2022-07-31T00:00:00",
|
||
"2022-08-01T00:00:00",
|
||
"2022-08-02T00:00:00",
|
||
"2022-08-03T00:00:00",
|
||
"2022-08-04T00:00:00",
|
||
"2022-08-05T00:00:00",
|
||
"2022-08-06T00:00:00",
|
||
"2022-08-07T00:00:00",
|
||
"2022-08-08T00:00:00",
|
||
"2022-08-09T00:00:00",
|
||
"2022-08-10T00:00:00",
|
||
"2022-08-11T00:00:00",
|
||
"2022-08-12T00:00:00",
|
||
"2022-08-13T00:00:00",
|
||
"2022-08-14T00:00:00",
|
||
"2022-08-15T00:00:00",
|
||
"2022-08-16T00:00:00",
|
||
"2022-08-17T00:00:00",
|
||
"2022-08-18T00:00:00",
|
||
"2022-08-19T00:00:00",
|
||
"2022-08-20T00:00:00",
|
||
"2022-08-21T00:00:00",
|
||
"2022-08-22T00:00:00",
|
||
"2022-08-23T00:00:00",
|
||
"2022-08-24T00:00:00",
|
||
"2022-08-25T00:00:00",
|
||
"2022-08-26T00:00:00",
|
||
"2022-08-27T00:00:00",
|
||
"2022-08-28T00:00:00",
|
||
"2022-08-29T00:00:00",
|
||
"2022-08-30T00:00:00",
|
||
"2022-08-31T00:00:00",
|
||
"2022-09-01T00:00:00",
|
||
"2022-09-02T00:00:00",
|
||
"2022-09-03T00:00:00",
|
||
"2022-09-04T00:00:00",
|
||
"2022-09-05T00:00:00",
|
||
"2022-09-06T00:00:00",
|
||
"2022-09-07T00:00:00",
|
||
"2022-09-08T00:00:00",
|
||
"2022-09-09T00:00:00",
|
||
"2022-09-10T00:00:00",
|
||
"2022-09-11T00:00:00",
|
||
"2022-09-12T00:00:00",
|
||
"2022-09-13T00:00:00",
|
||
"2022-09-14T00:00:00",
|
||
"2022-09-15T00:00:00",
|
||
"2022-09-16T00:00:00",
|
||
"2022-09-17T00:00:00",
|
||
"2022-09-18T00:00:00",
|
||
"2022-09-19T00:00:00",
|
||
"2022-09-20T00:00:00",
|
||
"2022-09-21T00:00:00",
|
||
"2022-09-22T00:00:00",
|
||
"2022-09-23T00:00:00",
|
||
"2022-09-24T00:00:00",
|
||
"2022-09-25T00:00:00",
|
||
"2022-09-26T00:00:00",
|
||
"2022-09-27T00:00:00",
|
||
"2022-09-28T00:00:00",
|
||
"2022-09-29T00:00:00",
|
||
"2022-09-30T00:00:00",
|
||
"2022-10-01T00:00:00",
|
||
"2022-10-02T00:00:00",
|
||
"2022-10-03T00:00:00",
|
||
"2022-10-04T00:00:00",
|
||
"2022-10-05T00:00:00",
|
||
"2022-10-06T00:00:00",
|
||
"2022-10-07T00:00:00",
|
||
"2022-10-08T00:00:00",
|
||
"2022-10-09T00:00:00",
|
||
"2022-10-10T00:00:00",
|
||
"2022-10-11T00:00:00",
|
||
"2022-10-12T00:00:00",
|
||
"2022-10-13T00:00:00",
|
||
"2022-10-14T00:00:00",
|
||
"2022-10-15T00:00:00",
|
||
"2022-10-16T00:00:00",
|
||
"2022-10-17T00:00:00",
|
||
"2022-10-18T00:00:00",
|
||
"2022-10-19T00:00:00",
|
||
"2022-10-20T00:00:00",
|
||
"2022-10-21T00:00:00",
|
||
"2022-10-22T00:00:00",
|
||
"2022-10-23T00:00:00",
|
||
"2022-10-24T00:00:00",
|
||
"2022-10-25T00:00:00",
|
||
"2022-10-26T00:00:00",
|
||
"2022-10-27T00:00:00",
|
||
"2022-10-28T00:00:00",
|
||
"2022-10-29T00:00:00",
|
||
"2022-10-30T00:00:00",
|
||
"2022-10-31T00:00:00",
|
||
"2022-11-01T00:00:00",
|
||
"2022-11-02T00:00:00",
|
||
"2022-11-03T00:00:00",
|
||
"2022-11-04T00:00:00",
|
||
"2022-11-05T00:00:00",
|
||
"2022-11-06T00:00:00",
|
||
"2022-11-07T00:00:00",
|
||
"2022-11-08T00:00:00",
|
||
"2022-11-09T00:00:00",
|
||
"2022-11-10T00:00:00",
|
||
"2022-11-11T00:00:00",
|
||
"2022-11-12T00:00:00",
|
||
"2022-11-13T00:00:00",
|
||
"2022-11-14T00:00:00",
|
||
"2022-11-15T00:00:00",
|
||
"2022-11-16T00:00:00",
|
||
"2022-11-17T00:00:00",
|
||
"2022-11-18T00:00:00",
|
||
"2022-11-19T00:00:00",
|
||
"2022-11-20T00:00:00",
|
||
"2022-11-21T00:00:00",
|
||
"2022-11-22T00:00:00",
|
||
"2022-11-23T00:00:00",
|
||
"2022-11-24T00:00:00",
|
||
"2022-11-25T00:00:00",
|
||
"2022-11-26T00:00:00",
|
||
"2022-11-27T00:00:00",
|
||
"2022-11-28T00:00:00",
|
||
"2022-11-29T00:00:00",
|
||
"2022-11-30T00:00:00",
|
||
"2022-12-01T00:00:00",
|
||
"2022-12-02T00:00:00",
|
||
"2022-12-03T00:00:00",
|
||
"2022-12-04T00:00:00",
|
||
"2022-12-05T00:00:00",
|
||
"2022-12-06T00:00:00",
|
||
"2022-12-07T00:00:00",
|
||
"2022-12-08T00:00:00",
|
||
"2022-12-09T00:00:00",
|
||
"2022-12-10T00:00:00",
|
||
"2022-12-11T00:00:00",
|
||
"2022-12-12T00:00:00",
|
||
"2022-12-13T00:00:00",
|
||
"2022-12-14T00:00:00",
|
||
"2022-12-15T00:00:00",
|
||
"2022-12-16T00:00:00",
|
||
"2022-12-17T00:00:00",
|
||
"2022-12-18T00:00:00",
|
||
"2022-12-19T00:00:00",
|
||
"2022-12-20T00:00:00",
|
||
"2022-12-21T00:00:00",
|
||
"2022-12-22T00:00:00",
|
||
"2022-12-23T00:00:00",
|
||
"2022-12-24T00:00:00",
|
||
"2022-12-25T00:00:00",
|
||
"2022-12-26T00:00:00",
|
||
"2022-12-27T00:00:00",
|
||
"2022-12-28T00:00:00",
|
||
"2022-12-29T00:00:00",
|
||
"2022-12-30T00:00:00",
|
||
"2022-12-31T00:00:00",
|
||
"2023-01-01T00:00:00",
|
||
"2023-01-02T00:00:00",
|
||
"2023-01-03T00:00:00",
|
||
"2023-01-04T00:00:00",
|
||
"2023-01-05T00:00:00",
|
||
"2023-01-06T00:00:00",
|
||
"2023-01-07T00:00:00",
|
||
"2023-01-08T00:00:00",
|
||
"2023-01-09T00:00:00",
|
||
"2023-01-10T00:00:00",
|
||
"2023-01-11T00:00:00",
|
||
"2023-01-12T00:00:00",
|
||
"2023-01-13T00:00:00",
|
||
"2023-01-14T00:00:00",
|
||
"2023-01-15T00:00:00",
|
||
"2023-01-16T00:00:00",
|
||
"2023-01-17T00:00:00",
|
||
"2023-01-18T00:00:00",
|
||
"2023-01-19T00:00:00",
|
||
"2023-01-20T00:00:00",
|
||
"2023-01-21T00:00:00",
|
||
"2023-01-22T00:00:00",
|
||
"2023-01-23T00:00:00",
|
||
"2023-01-24T00:00:00",
|
||
"2023-01-25T00:00:00",
|
||
"2023-01-26T00:00:00",
|
||
"2023-01-27T00:00:00",
|
||
"2023-01-28T00:00:00",
|
||
"2023-01-29T00:00:00",
|
||
"2023-01-30T00:00:00",
|
||
"2023-01-31T00:00:00",
|
||
"2023-02-01T00:00:00",
|
||
"2023-02-02T00:00:00",
|
||
"2023-02-03T00:00:00",
|
||
"2023-02-04T00:00:00",
|
||
"2023-02-05T00:00:00",
|
||
"2023-02-06T00:00:00",
|
||
"2023-02-07T00:00:00",
|
||
"2023-02-08T00:00:00",
|
||
"2023-02-09T00:00:00",
|
||
"2023-02-10T00:00:00",
|
||
"2023-02-11T00:00:00",
|
||
"2023-02-12T00:00:00",
|
||
"2023-02-13T00:00:00",
|
||
"2023-02-14T00:00:00",
|
||
"2023-02-15T00:00:00",
|
||
"2023-02-16T00:00:00",
|
||
"2023-02-17T00:00:00",
|
||
"2023-02-18T00:00:00",
|
||
"2023-02-19T00:00:00",
|
||
"2023-02-20T00:00:00",
|
||
"2023-02-21T00:00:00",
|
||
"2023-02-22T00:00:00",
|
||
"2023-02-23T00:00:00",
|
||
"2023-02-24T00:00:00",
|
||
"2023-02-25T00:00:00",
|
||
"2023-02-26T00:00:00",
|
||
"2023-02-27T00:00:00",
|
||
"2023-02-28T00:00:00",
|
||
"2023-03-01T00:00:00",
|
||
"2023-03-02T00:00:00",
|
||
"2023-03-03T00:00:00",
|
||
"2023-03-04T00:00:00",
|
||
"2023-03-05T00:00:00",
|
||
"2023-03-06T00:00:00",
|
||
"2023-03-07T00:00:00",
|
||
"2023-03-08T00:00:00",
|
||
"2023-03-09T00:00:00",
|
||
"2023-03-10T00:00:00",
|
||
"2023-03-11T00:00:00",
|
||
"2023-03-12T00:00:00",
|
||
"2023-03-13T00:00:00",
|
||
"2023-03-14T00:00:00",
|
||
"2023-03-15T00:00:00",
|
||
"2023-03-16T00:00:00",
|
||
"2023-03-17T00:00:00",
|
||
"2023-03-18T00:00:00",
|
||
"2023-03-19T00:00:00",
|
||
"2023-03-20T00:00:00",
|
||
"2023-03-21T00:00:00",
|
||
"2023-03-22T00:00:00",
|
||
"2023-03-23T00:00:00",
|
||
"2023-03-24T00:00:00",
|
||
"2023-03-25T00:00:00",
|
||
"2023-03-26T00:00:00",
|
||
"2023-03-27T00:00:00",
|
||
"2023-03-28T00:00:00",
|
||
"2023-03-29T00:00:00",
|
||
"2023-03-30T00:00:00",
|
||
"2023-03-31T00:00:00",
|
||
"2023-04-01T00:00:00",
|
||
"2023-04-02T00:00:00",
|
||
"2023-04-03T00:00:00",
|
||
"2023-04-04T00:00:00",
|
||
"2023-04-05T00:00:00",
|
||
"2023-04-06T00:00:00",
|
||
"2023-04-07T00:00:00",
|
||
"2023-04-08T00:00:00",
|
||
"2023-04-09T00:00:00",
|
||
"2023-04-10T00:00:00",
|
||
"2023-04-11T00:00:00",
|
||
"2023-04-12T00:00:00",
|
||
"2023-04-13T00:00:00",
|
||
"2023-04-14T00:00:00",
|
||
"2023-04-15T00:00:00",
|
||
"2023-04-16T00:00:00",
|
||
"2023-04-17T00:00:00",
|
||
"2023-04-18T00:00:00",
|
||
"2023-04-19T00:00:00",
|
||
"2023-04-20T00:00:00",
|
||
"2023-04-21T00:00:00",
|
||
"2023-04-22T00:00:00",
|
||
"2023-04-23T00:00:00",
|
||
"2023-04-24T00:00:00",
|
||
"2023-04-25T00:00:00",
|
||
"2023-04-26T00:00:00",
|
||
"2023-04-27T00:00:00",
|
||
"2023-04-28T00:00:00",
|
||
"2023-04-29T00:00:00",
|
||
"2023-04-30T00:00:00",
|
||
"2023-05-01T00:00:00",
|
||
"2023-05-02T00:00:00",
|
||
"2023-05-03T00:00:00",
|
||
"2023-05-04T00:00:00",
|
||
"2023-05-05T00:00:00",
|
||
"2023-05-06T00:00:00",
|
||
"2023-05-07T00:00:00",
|
||
"2023-05-08T00:00:00",
|
||
"2023-05-09T00:00:00",
|
||
"2023-05-10T00:00:00",
|
||
"2023-05-11T00:00:00",
|
||
"2023-05-12T00:00:00",
|
||
"2023-05-13T00:00:00",
|
||
"2023-05-14T00:00:00",
|
||
"2023-05-15T00:00:00",
|
||
"2023-05-16T00:00:00",
|
||
"2023-05-17T00:00:00",
|
||
"2023-05-18T00:00:00",
|
||
"2023-05-19T00:00:00",
|
||
"2023-05-20T00:00:00",
|
||
"2023-05-21T00:00:00",
|
||
"2023-05-22T00:00:00",
|
||
"2023-05-23T00:00:00",
|
||
"2023-05-24T00:00:00",
|
||
"2023-05-25T00:00:00",
|
||
"2023-05-26T00:00:00",
|
||
"2023-05-27T00:00:00",
|
||
"2023-05-28T00:00:00",
|
||
"2023-05-29T00:00:00",
|
||
"2023-05-30T00:00:00",
|
||
"2023-05-31T00:00:00",
|
||
"2023-06-01T00:00:00",
|
||
"2023-06-02T00:00:00",
|
||
"2023-06-03T00:00:00",
|
||
"2023-06-04T00:00:00",
|
||
"2023-06-05T00:00:00",
|
||
"2023-06-06T00:00:00",
|
||
"2023-06-07T00:00:00",
|
||
"2023-06-08T00:00:00",
|
||
"2023-06-09T00:00:00",
|
||
"2023-06-10T00:00:00",
|
||
"2023-06-11T00:00:00",
|
||
"2023-06-12T00:00:00",
|
||
"2023-06-13T00:00:00",
|
||
"2023-06-14T00:00:00",
|
||
"2023-06-15T00:00:00",
|
||
"2023-06-16T00:00:00",
|
||
"2023-06-17T00:00:00",
|
||
"2023-06-18T00:00:00",
|
||
"2023-06-19T00:00:00",
|
||
"2023-06-20T00:00:00",
|
||
"2023-06-21T00:00:00",
|
||
"2023-06-22T00:00:00",
|
||
"2023-06-23T00:00:00",
|
||
"2023-06-24T00:00:00",
|
||
"2023-06-25T00:00:00",
|
||
"2023-06-26T00:00:00",
|
||
"2023-06-27T00:00:00",
|
||
"2023-06-28T00:00:00",
|
||
"2023-06-29T00:00:00",
|
||
"2023-06-30T00:00:00",
|
||
"2023-07-01T00:00:00",
|
||
"2023-07-02T00:00:00",
|
||
"2023-07-03T00:00:00",
|
||
"2023-07-04T00:00:00",
|
||
"2023-07-05T00:00:00",
|
||
"2023-07-06T00:00:00",
|
||
"2023-07-07T00:00:00",
|
||
"2023-07-08T00:00:00",
|
||
"2023-07-09T00:00:00",
|
||
"2023-07-10T00:00:00",
|
||
"2023-07-11T00:00:00",
|
||
"2023-07-12T00:00:00",
|
||
"2023-07-13T00:00:00",
|
||
"2023-07-14T00:00:00",
|
||
"2023-07-15T00:00:00",
|
||
"2023-07-16T00:00:00",
|
||
"2023-07-17T00:00:00",
|
||
"2023-07-18T00:00:00",
|
||
"2023-07-19T00:00:00",
|
||
"2023-07-20T00:00:00",
|
||
"2023-07-21T00:00:00",
|
||
"2023-07-22T00:00:00",
|
||
"2023-07-23T00:00:00",
|
||
"2023-07-24T00:00:00",
|
||
"2023-07-25T00:00:00",
|
||
"2023-07-26T00:00:00",
|
||
"2023-07-27T00:00:00",
|
||
"2023-07-28T00:00:00",
|
||
"2023-07-29T00:00:00",
|
||
"2023-07-30T00:00:00",
|
||
"2023-07-31T00:00:00",
|
||
"2023-08-01T00:00:00",
|
||
"2023-08-02T00:00:00",
|
||
"2023-08-03T00:00:00",
|
||
"2023-08-04T00:00:00",
|
||
"2023-08-05T00:00:00",
|
||
"2023-08-06T00:00:00",
|
||
"2023-08-07T00:00:00",
|
||
"2023-08-08T00:00:00",
|
||
"2023-08-09T00:00:00",
|
||
"2023-08-10T00:00:00",
|
||
"2023-08-11T00:00:00",
|
||
"2023-08-12T00:00:00",
|
||
"2023-08-13T00:00:00",
|
||
"2023-08-14T00:00:00",
|
||
"2023-08-15T00:00:00",
|
||
"2023-08-16T00:00:00",
|
||
"2023-08-17T00:00:00",
|
||
"2023-08-18T00:00:00",
|
||
"2023-08-19T00:00:00",
|
||
"2023-08-20T00:00:00",
|
||
"2023-08-21T00:00:00",
|
||
"2023-08-22T00:00:00",
|
||
"2023-08-23T00:00:00",
|
||
"2023-08-24T00:00:00",
|
||
"2023-08-25T00:00:00",
|
||
"2023-08-26T00:00:00",
|
||
"2023-08-27T00:00:00",
|
||
"2023-08-28T00:00:00",
|
||
"2023-08-29T00:00:00",
|
||
"2023-08-30T00:00:00",
|
||
"2023-08-31T00:00:00",
|
||
"2023-09-01T00:00:00",
|
||
"2023-09-02T00:00:00",
|
||
"2023-09-03T00:00:00",
|
||
"2023-09-04T00:00:00",
|
||
"2023-09-05T00:00:00",
|
||
"2023-09-06T00:00:00",
|
||
"2023-09-07T00:00:00",
|
||
"2023-09-08T00:00:00",
|
||
"2023-09-09T00:00:00",
|
||
"2023-09-10T00:00:00",
|
||
"2023-09-11T00:00:00",
|
||
"2023-09-12T00:00:00",
|
||
"2023-09-13T00:00:00",
|
||
"2023-09-14T00:00:00",
|
||
"2023-09-15T00:00:00",
|
||
"2023-09-16T00:00:00",
|
||
"2023-09-17T00:00:00",
|
||
"2023-09-18T00:00:00",
|
||
"2023-09-19T00:00:00",
|
||
"2023-09-20T00:00:00",
|
||
"2023-09-21T00:00:00",
|
||
"2023-09-22T00:00:00",
|
||
"2023-09-23T00:00:00",
|
||
"2023-09-24T00:00:00",
|
||
"2023-09-25T00:00:00",
|
||
"2023-09-26T00:00:00",
|
||
"2023-09-27T00:00:00",
|
||
"2023-09-28T00:00:00",
|
||
"2023-09-29T00:00:00",
|
||
"2023-09-30T00:00:00",
|
||
"2023-10-01T00:00:00",
|
||
"2023-10-02T00:00:00",
|
||
"2023-10-03T00:00:00",
|
||
"2023-10-04T00:00:00",
|
||
"2023-10-05T00:00:00",
|
||
"2023-10-06T00:00:00",
|
||
"2023-10-07T00:00:00",
|
||
"2023-10-08T00:00:00",
|
||
"2023-10-09T00:00:00",
|
||
"2023-10-10T00:00:00",
|
||
"2023-10-11T00:00:00",
|
||
"2023-10-12T00:00:00",
|
||
"2023-10-13T00:00:00",
|
||
"2023-10-14T00:00:00",
|
||
"2023-10-15T00:00:00",
|
||
"2023-10-16T00:00:00",
|
||
"2023-10-17T00:00:00",
|
||
"2023-10-18T00:00:00",
|
||
"2023-10-19T00:00:00",
|
||
"2023-10-20T00:00:00",
|
||
"2023-10-21T00:00:00",
|
||
"2023-10-22T00:00:00",
|
||
"2023-10-23T00:00:00",
|
||
"2023-10-24T00:00:00",
|
||
"2023-10-25T00:00:00",
|
||
"2023-10-26T00:00:00",
|
||
"2023-10-27T00:00:00",
|
||
"2023-10-28T00:00:00",
|
||
"2023-10-29T00:00:00",
|
||
"2023-10-30T00:00:00",
|
||
"2023-10-31T00:00:00",
|
||
"2023-11-01T00:00:00",
|
||
"2023-11-02T00:00:00",
|
||
"2023-11-03T00:00:00",
|
||
"2023-11-04T00:00:00",
|
||
"2023-11-05T00:00:00",
|
||
"2023-11-06T00:00:00",
|
||
"2023-11-07T00:00:00",
|
||
"2023-11-08T00:00:00",
|
||
"2023-11-09T00:00:00",
|
||
"2023-11-10T00:00:00",
|
||
"2023-11-11T00:00:00",
|
||
"2023-11-12T00:00:00",
|
||
"2023-11-13T00:00:00",
|
||
"2023-11-14T00:00:00",
|
||
"2023-11-15T00:00:00",
|
||
"2023-11-16T00:00:00",
|
||
"2023-11-17T00:00:00",
|
||
"2023-11-18T00:00:00",
|
||
"2023-11-19T00:00:00",
|
||
"2023-11-20T00:00:00",
|
||
"2023-11-21T00:00:00",
|
||
"2023-11-22T00:00:00",
|
||
"2023-11-23T00:00:00",
|
||
"2023-11-24T00:00:00",
|
||
"2023-11-25T00:00:00",
|
||
"2023-11-26T00:00:00",
|
||
"2023-11-27T00:00:00",
|
||
"2023-11-28T00:00:00",
|
||
"2023-11-29T00:00:00",
|
||
"2023-11-30T00:00:00",
|
||
"2023-12-01T00:00:00",
|
||
"2023-12-02T00:00:00",
|
||
"2023-12-03T00:00:00",
|
||
"2023-12-04T00:00:00",
|
||
"2023-12-05T00:00:00",
|
||
"2023-12-06T00:00:00",
|
||
"2023-12-07T00:00:00",
|
||
"2023-12-08T00:00:00",
|
||
"2023-12-09T00:00:00",
|
||
"2023-12-10T00:00:00",
|
||
"2023-12-11T00:00:00",
|
||
"2023-12-12T00:00:00",
|
||
"2023-12-13T00:00:00",
|
||
"2023-12-14T00:00:00",
|
||
"2023-12-15T00:00:00",
|
||
"2023-12-16T00:00:00",
|
||
"2023-12-17T00:00:00",
|
||
"2023-12-18T00:00:00",
|
||
"2023-12-19T00:00:00",
|
||
"2023-12-20T00:00:00",
|
||
"2023-12-21T00:00:00",
|
||
"2023-12-22T00:00:00",
|
||
"2023-12-23T00:00:00",
|
||
"2023-12-24T00:00:00",
|
||
"2023-12-25T00:00:00",
|
||
"2023-12-26T00:00:00",
|
||
"2023-12-27T00:00:00",
|
||
"2023-12-28T00:00:00",
|
||
"2023-12-29T00:00:00",
|
||
"2023-12-30T00:00:00",
|
||
"2023-12-31T00:00:00",
|
||
"2024-01-01T00:00:00",
|
||
"2024-01-02T00:00:00",
|
||
"2024-01-03T00:00:00",
|
||
"2024-01-04T00:00:00",
|
||
"2024-01-05T00:00:00",
|
||
"2024-01-06T00:00:00",
|
||
"2024-01-07T00:00:00",
|
||
"2024-01-08T00:00:00",
|
||
"2024-01-09T00:00:00",
|
||
"2024-01-10T00:00:00",
|
||
"2024-01-11T00:00:00",
|
||
"2024-01-12T00:00:00",
|
||
"2024-01-13T00:00:00",
|
||
"2024-01-14T00:00:00",
|
||
"2024-01-15T00:00:00",
|
||
"2024-01-16T00:00:00",
|
||
"2024-01-17T00:00:00",
|
||
"2024-01-18T00:00:00",
|
||
"2024-01-19T00:00:00",
|
||
"2024-01-20T00:00:00",
|
||
"2024-01-21T00:00:00",
|
||
"2024-01-22T00:00:00",
|
||
"2024-01-23T00:00:00",
|
||
"2024-01-24T00:00:00",
|
||
"2024-01-25T00:00:00",
|
||
"2024-01-26T00:00:00",
|
||
"2024-01-27T00:00:00",
|
||
"2024-01-28T00:00:00",
|
||
"2024-01-29T00:00:00",
|
||
"2024-01-30T00:00:00",
|
||
"2024-01-31T00:00:00",
|
||
"2024-02-01T00:00:00",
|
||
"2024-02-02T00:00:00",
|
||
"2024-02-03T00:00:00",
|
||
"2024-02-04T00:00:00",
|
||
"2024-02-05T00:00:00",
|
||
"2024-02-06T00:00:00",
|
||
"2024-02-07T00:00:00",
|
||
"2024-02-08T00:00:00",
|
||
"2024-02-09T00:00:00",
|
||
"2024-02-10T00:00:00",
|
||
"2024-02-11T00:00:00",
|
||
"2024-02-12T00:00:00",
|
||
"2024-02-13T00:00:00",
|
||
"2024-02-14T00:00:00",
|
||
"2024-02-15T00:00:00",
|
||
"2024-02-16T00:00:00",
|
||
"2024-02-17T00:00:00",
|
||
"2024-02-18T00:00:00",
|
||
"2024-02-19T00:00:00",
|
||
"2024-02-20T00:00:00",
|
||
"2024-02-21T00:00:00",
|
||
"2024-02-22T00:00:00",
|
||
"2024-02-23T00:00:00",
|
||
"2024-02-24T00:00:00",
|
||
"2024-02-25T00:00:00",
|
||
"2024-02-26T00:00:00",
|
||
"2024-02-27T00:00:00",
|
||
"2024-02-28T00:00:00",
|
||
"2024-02-29T00:00:00",
|
||
"2024-03-01T00:00:00",
|
||
"2024-03-02T00:00:00",
|
||
"2024-03-03T00:00:00",
|
||
"2024-03-04T00:00:00",
|
||
"2024-03-05T00:00:00",
|
||
"2024-03-06T00:00:00",
|
||
"2024-03-07T00:00:00",
|
||
"2024-03-08T00:00:00",
|
||
"2024-03-09T00:00:00",
|
||
"2024-03-10T00:00:00",
|
||
"2024-03-11T00:00:00",
|
||
"2024-03-12T00:00:00",
|
||
"2024-03-13T00:00:00",
|
||
"2024-03-14T00:00:00",
|
||
"2024-03-15T00:00:00",
|
||
"2024-03-16T00:00:00",
|
||
"2024-03-17T00:00:00",
|
||
"2024-03-18T00:00:00",
|
||
"2024-03-19T00:00:00",
|
||
"2024-03-20T00:00:00",
|
||
"2024-03-21T00:00:00",
|
||
"2024-03-22T00:00:00",
|
||
"2024-03-23T00:00:00",
|
||
"2024-03-24T00:00:00",
|
||
"2024-03-25T00:00:00",
|
||
"2024-03-26T00:00:00",
|
||
"2024-03-27T00:00:00",
|
||
"2024-03-28T00:00:00",
|
||
"2024-03-29T00:00:00",
|
||
"2024-03-30T00:00:00",
|
||
"2024-03-31T00:00:00",
|
||
"2024-04-01T00:00:00",
|
||
"2024-04-02T00:00:00",
|
||
"2024-04-03T00:00:00",
|
||
"2024-04-04T00:00:00",
|
||
"2024-04-05T00:00:00",
|
||
"2024-04-06T00:00:00",
|
||
"2024-04-07T00:00:00",
|
||
"2024-04-08T00:00:00",
|
||
"2024-04-09T00:00:00",
|
||
"2024-04-10T00:00:00",
|
||
"2024-04-11T00:00:00",
|
||
"2024-04-12T00:00:00",
|
||
"2024-04-13T00:00:00",
|
||
"2024-04-14T00:00:00",
|
||
"2024-04-15T00:00:00",
|
||
"2024-04-16T00:00:00",
|
||
"2024-04-17T00:00:00",
|
||
"2024-04-18T00:00:00",
|
||
"2024-04-19T00:00:00",
|
||
"2024-04-20T00:00:00",
|
||
"2024-04-21T00:00:00",
|
||
"2024-04-22T00:00:00",
|
||
"2024-04-23T00:00:00",
|
||
"2024-04-24T00:00:00",
|
||
"2024-04-25T00:00:00",
|
||
"2024-04-26T00:00:00",
|
||
"2024-04-27T00:00:00",
|
||
"2024-04-28T00:00:00",
|
||
"2024-04-29T00:00:00",
|
||
"2024-04-30T00:00:00",
|
||
"2024-05-01T00:00:00",
|
||
"2024-05-02T00:00:00",
|
||
"2024-05-03T00:00:00",
|
||
"2024-05-04T00:00:00",
|
||
"2024-05-05T00:00:00",
|
||
"2024-05-06T00:00:00",
|
||
"2024-05-07T00:00:00",
|
||
"2024-05-08T00:00:00",
|
||
"2024-05-09T00:00:00",
|
||
"2024-05-10T00:00:00",
|
||
"2024-05-11T00:00:00",
|
||
"2024-05-12T00:00:00",
|
||
"2024-05-13T00:00:00",
|
||
"2024-05-14T00:00:00",
|
||
"2024-05-15T00:00:00",
|
||
"2024-05-16T00:00:00",
|
||
"2024-05-17T00:00:00",
|
||
"2024-05-18T00:00:00",
|
||
"2024-05-19T00:00:00",
|
||
"2024-05-20T00:00:00",
|
||
"2024-05-21T00:00:00",
|
||
"2024-05-22T00:00:00",
|
||
"2024-05-23T00:00:00",
|
||
"2024-05-24T00:00:00",
|
||
"2024-05-25T00:00:00",
|
||
"2024-05-26T00:00:00",
|
||
"2024-05-27T00:00:00",
|
||
"2024-05-28T00:00:00",
|
||
"2024-05-29T00:00:00",
|
||
"2024-05-30T00:00:00",
|
||
"2024-05-31T00:00:00",
|
||
"2024-06-01T00:00:00",
|
||
"2024-06-02T00:00:00",
|
||
"2024-06-03T00:00:00",
|
||
"2024-06-04T00:00:00",
|
||
"2024-06-05T00:00:00",
|
||
"2024-06-06T00:00:00",
|
||
"2024-06-07T00:00:00",
|
||
"2024-06-08T00:00:00",
|
||
"2024-06-09T00:00:00",
|
||
"2024-06-10T00:00:00",
|
||
"2024-06-11T00:00:00",
|
||
"2024-06-12T00:00:00",
|
||
"2024-06-13T00:00:00",
|
||
"2024-06-14T00:00:00",
|
||
"2024-06-15T00:00:00",
|
||
"2024-06-16T00:00:00",
|
||
"2024-06-17T00:00:00",
|
||
"2024-06-18T00:00:00",
|
||
"2024-06-19T00:00:00",
|
||
"2024-06-20T00:00:00",
|
||
"2024-06-21T00:00:00",
|
||
"2024-06-22T00:00:00",
|
||
"2024-06-23T00:00:00",
|
||
"2024-06-24T00:00:00",
|
||
"2024-06-25T00:00:00",
|
||
"2024-06-26T00:00:00",
|
||
"2024-06-27T00:00:00",
|
||
"2024-06-28T00:00:00",
|
||
"2024-06-29T00:00:00",
|
||
"2024-06-30T00:00:00",
|
||
"2024-07-01T00:00:00",
|
||
"2024-07-02T00:00:00",
|
||
"2024-07-03T00:00:00",
|
||
"2024-07-04T00:00:00",
|
||
"2024-07-05T00:00:00",
|
||
"2024-07-06T00:00:00",
|
||
"2024-07-07T00:00:00",
|
||
"2024-07-08T00:00:00",
|
||
"2024-07-09T00:00:00",
|
||
"2024-07-10T00:00:00",
|
||
"2024-07-11T00:00:00",
|
||
"2024-07-12T00:00:00",
|
||
"2024-07-13T00:00:00",
|
||
"2024-07-14T00:00:00",
|
||
"2024-07-15T00:00:00",
|
||
"2024-07-16T00:00:00",
|
||
"2024-07-17T00:00:00",
|
||
"2024-07-18T00:00:00",
|
||
"2024-07-19T00:00:00",
|
||
"2024-07-20T00:00:00",
|
||
"2024-07-21T00:00:00",
|
||
"2024-07-22T00:00:00",
|
||
"2024-07-23T00:00:00",
|
||
"2024-07-24T00:00:00",
|
||
"2024-07-25T00:00:00",
|
||
"2024-07-26T00:00:00",
|
||
"2024-07-27T00:00:00",
|
||
"2024-07-28T00:00:00",
|
||
"2024-07-29T00:00:00",
|
||
"2024-07-30T00:00:00",
|
||
"2024-07-31T00:00:00",
|
||
"2024-08-01T00:00:00",
|
||
"2024-08-02T00:00:00",
|
||
"2024-08-03T00:00:00",
|
||
"2024-08-04T00:00:00",
|
||
"2024-08-05T00:00:00",
|
||
"2024-08-06T00:00:00",
|
||
"2024-08-07T00:00:00",
|
||
"2024-08-08T00:00:00",
|
||
"2024-08-09T00:00:00",
|
||
"2024-08-10T00:00:00",
|
||
"2024-08-11T00:00:00",
|
||
"2024-08-12T00:00:00",
|
||
"2024-08-13T00:00:00",
|
||
"2024-08-14T00:00:00",
|
||
"2024-08-15T00:00:00",
|
||
"2024-08-16T00:00:00",
|
||
"2024-08-17T00:00:00",
|
||
"2024-08-18T00:00:00",
|
||
"2024-08-19T00:00:00",
|
||
"2024-08-20T00:00:00",
|
||
"2024-08-21T00:00:00",
|
||
"2024-08-22T00:00:00",
|
||
"2024-08-23T00:00:00",
|
||
"2024-08-24T00:00:00",
|
||
"2024-08-25T00:00:00",
|
||
"2024-08-26T00:00:00",
|
||
"2024-08-27T00:00:00",
|
||
"2024-08-28T00:00:00",
|
||
"2024-08-29T00:00:00",
|
||
"2024-08-30T00:00:00",
|
||
"2024-08-31T00:00:00",
|
||
"2024-09-01T00:00:00",
|
||
"2024-09-02T00:00:00",
|
||
"2024-09-03T00:00:00",
|
||
"2024-09-04T00:00:00",
|
||
"2024-09-05T00:00:00",
|
||
"2024-09-06T00:00:00",
|
||
"2024-09-07T00:00:00",
|
||
"2024-09-08T00:00:00",
|
||
"2024-09-09T00:00:00",
|
||
"2024-09-10T00:00:00",
|
||
"2024-09-11T00:00:00",
|
||
"2024-09-12T00:00:00",
|
||
"2024-09-13T00:00:00",
|
||
"2024-09-14T00:00:00",
|
||
"2024-09-15T00:00:00",
|
||
"2024-09-16T00:00:00",
|
||
"2024-09-17T00:00:00",
|
||
"2024-09-18T00:00:00",
|
||
"2024-09-19T00:00:00",
|
||
"2024-09-20T00:00:00",
|
||
"2024-09-21T00:00:00",
|
||
"2024-09-22T00:00:00",
|
||
"2024-09-23T00:00:00",
|
||
"2024-09-24T00:00:00",
|
||
"2024-09-25T00:00:00",
|
||
"2024-09-26T00:00:00",
|
||
"2024-09-27T00:00:00",
|
||
"2024-09-28T00:00:00",
|
||
"2024-09-29T00:00:00",
|
||
"2024-09-30T00:00:00",
|
||
"2024-10-01T00:00:00",
|
||
"2024-10-02T00:00:00",
|
||
"2024-10-03T00:00:00",
|
||
"2024-10-04T00:00:00",
|
||
"2024-10-05T00:00:00",
|
||
"2024-10-06T00:00:00",
|
||
"2024-10-07T00:00:00",
|
||
"2024-10-08T00:00:00",
|
||
"2024-10-09T00:00:00",
|
||
"2024-10-10T00:00:00",
|
||
"2024-10-11T00:00:00",
|
||
"2024-10-12T00:00:00",
|
||
"2024-10-13T00:00:00",
|
||
"2024-10-14T00:00:00",
|
||
"2024-10-15T00:00:00",
|
||
"2024-10-16T00:00:00",
|
||
"2024-10-17T00:00:00",
|
||
"2024-10-18T00:00:00",
|
||
"2024-10-19T00:00:00",
|
||
"2024-10-20T00:00:00",
|
||
"2024-10-21T00:00:00",
|
||
"2024-10-22T00:00:00",
|
||
"2024-10-23T00:00:00",
|
||
"2024-10-24T00:00:00",
|
||
"2024-10-25T00:00:00",
|
||
"2024-10-26T00:00:00",
|
||
"2024-10-27T00:00:00",
|
||
"2024-10-28T00:00:00",
|
||
"2024-10-29T00:00:00",
|
||
"2024-10-30T00:00:00",
|
||
"2024-10-31T00:00:00",
|
||
"2024-11-01T00:00:00",
|
||
"2024-11-02T00:00:00",
|
||
"2024-11-03T00:00:00",
|
||
"2024-11-04T00:00:00",
|
||
"2024-11-05T00:00:00",
|
||
"2024-11-06T00:00:00",
|
||
"2024-11-07T00:00:00",
|
||
"2024-11-08T00:00:00",
|
||
"2024-11-09T00:00:00",
|
||
"2024-11-10T00:00:00",
|
||
"2024-11-11T00:00:00",
|
||
"2024-11-12T00:00:00",
|
||
"2024-11-13T00:00:00",
|
||
"2024-11-14T00:00:00",
|
||
"2024-11-15T00:00:00",
|
||
"2024-11-16T00:00:00",
|
||
"2024-11-17T00:00:00",
|
||
"2024-11-18T00:00:00",
|
||
"2024-11-19T00:00:00",
|
||
"2024-11-20T00:00:00",
|
||
"2024-11-21T00:00:00",
|
||
"2024-11-22T00:00:00",
|
||
"2024-11-23T00:00:00",
|
||
"2024-11-24T00:00:00",
|
||
"2024-11-25T00:00:00",
|
||
"2024-11-26T00:00:00",
|
||
"2024-11-27T00:00:00",
|
||
"2024-11-28T00:00:00",
|
||
"2024-11-29T00:00:00",
|
||
"2024-11-30T00:00:00",
|
||
"2024-12-01T00:00:00",
|
||
"2024-12-02T00:00:00",
|
||
"2024-12-03T00:00:00",
|
||
"2024-12-04T00:00:00",
|
||
"2024-12-05T00:00:00",
|
||
"2024-12-06T00:00:00",
|
||
"2024-12-07T00:00:00",
|
||
"2024-12-08T00:00:00",
|
||
"2024-12-09T00:00:00",
|
||
"2024-12-10T00:00:00",
|
||
"2024-12-11T00:00:00",
|
||
"2024-12-12T00:00:00",
|
||
"2024-12-13T00:00:00",
|
||
"2024-12-14T00:00:00",
|
||
"2024-12-15T00:00:00",
|
||
"2024-12-16T00:00:00",
|
||
"2024-12-17T00:00:00",
|
||
"2024-12-18T00:00:00",
|
||
"2024-12-19T00:00:00",
|
||
"2024-12-20T00:00:00",
|
||
"2024-12-21T00:00:00",
|
||
"2024-12-22T00:00:00",
|
||
"2024-12-23T00:00:00",
|
||
"2024-12-24T00:00:00",
|
||
"2024-12-25T00:00:00",
|
||
"2024-12-26T00:00:00",
|
||
"2024-12-27T00:00:00",
|
||
"2024-12-28T00:00:00",
|
||
"2024-12-29T00:00:00",
|
||
"2024-12-30T00:00:00",
|
||
"2024-12-31T00:00:00",
|
||
"2025-01-01T00:00:00",
|
||
"2025-01-02T00:00:00",
|
||
"2025-01-03T00:00:00",
|
||
"2025-01-04T00:00:00",
|
||
"2025-01-05T00:00:00",
|
||
"2025-01-06T00:00:00",
|
||
"2025-01-07T00:00:00",
|
||
"2025-01-08T00:00:00",
|
||
"2025-01-09T00:00:00",
|
||
"2025-01-10T00:00:00",
|
||
"2025-01-11T00:00:00",
|
||
"2025-01-12T00:00:00",
|
||
"2025-01-13T00:00:00",
|
||
"2025-01-14T00:00:00",
|
||
"2025-01-15T00:00:00",
|
||
"2025-01-16T00:00:00",
|
||
"2025-01-17T00:00:00",
|
||
"2025-01-18T00:00:00",
|
||
"2025-01-19T00:00:00",
|
||
"2025-01-20T00:00:00",
|
||
"2025-01-21T00:00:00",
|
||
"2025-01-22T00:00:00",
|
||
"2025-01-23T00:00:00",
|
||
"2025-01-24T00:00:00",
|
||
"2025-01-25T00:00:00",
|
||
"2025-01-26T00:00:00",
|
||
"2025-01-27T00:00:00",
|
||
"2025-01-28T00:00:00",
|
||
"2025-01-29T00:00:00",
|
||
"2025-01-30T00:00:00",
|
||
"2025-01-31T00:00:00",
|
||
"2025-02-01T00:00:00",
|
||
"2025-02-02T00:00:00",
|
||
"2025-02-03T00:00:00",
|
||
"2025-02-04T00:00:00",
|
||
"2025-02-05T00:00:00",
|
||
"2025-02-06T00:00:00",
|
||
"2025-02-07T00:00:00",
|
||
"2025-02-08T00:00:00",
|
||
"2025-02-09T00:00:00",
|
||
"2025-02-10T00:00:00",
|
||
"2025-02-11T00:00:00",
|
||
"2025-02-12T00:00:00",
|
||
"2025-02-13T00:00:00",
|
||
"2025-02-14T00:00:00",
|
||
"2025-02-15T00:00:00",
|
||
"2025-02-16T00:00:00",
|
||
"2025-02-17T00:00:00",
|
||
"2025-02-18T00:00:00",
|
||
"2025-02-19T00:00:00",
|
||
"2025-02-20T00:00:00",
|
||
"2025-02-21T00:00:00",
|
||
"2025-02-22T00:00:00",
|
||
"2025-02-23T00:00:00",
|
||
"2025-02-24T00:00:00",
|
||
"2025-02-25T00:00:00",
|
||
"2025-02-26T00:00:00",
|
||
"2025-02-27T00:00:00",
|
||
"2025-02-28T00:00:00",
|
||
"2025-03-01T00:00:00",
|
||
"2025-03-02T00:00:00",
|
||
"2025-03-03T00:00:00",
|
||
"2025-03-04T00:00:00",
|
||
"2025-03-05T00:00:00",
|
||
"2025-03-06T00:00:00",
|
||
"2025-03-07T00:00:00",
|
||
"2025-03-08T00:00:00",
|
||
"2025-03-09T00:00:00",
|
||
"2025-03-10T00:00:00",
|
||
"2025-03-11T00:00:00",
|
||
"2025-03-12T00:00:00",
|
||
"2025-03-13T00:00:00",
|
||
"2025-03-14T00:00:00",
|
||
"2025-03-15T00:00:00",
|
||
"2025-03-16T00:00:00",
|
||
"2025-03-17T00:00:00",
|
||
"2025-03-18T00:00:00",
|
||
"2025-03-19T00:00:00",
|
||
"2025-03-20T00:00:00",
|
||
"2025-03-21T00:00:00",
|
||
"2025-03-22T00:00:00",
|
||
"2025-03-23T00:00:00",
|
||
"2025-03-24T00:00:00",
|
||
"2025-03-25T00:00:00",
|
||
"2025-03-26T00:00:00",
|
||
"2025-03-27T00:00:00",
|
||
"2025-03-28T00:00:00",
|
||
"2025-03-29T00:00:00",
|
||
"2025-03-30T00:00:00",
|
||
"2025-03-31T00:00:00",
|
||
"2025-04-01T00:00:00",
|
||
"2025-04-02T00:00:00",
|
||
"2025-04-03T00:00:00",
|
||
"2025-04-04T00:00:00",
|
||
"2025-04-05T00:00:00",
|
||
"2025-04-06T00:00:00",
|
||
"2025-04-07T00:00:00",
|
||
"2025-04-08T00:00:00",
|
||
"2025-04-09T00:00:00",
|
||
"2025-04-10T00:00:00",
|
||
"2025-04-11T00:00:00",
|
||
"2025-04-12T00:00:00",
|
||
"2025-04-13T00:00:00",
|
||
"2025-04-14T00:00:00",
|
||
"2025-04-15T00:00:00",
|
||
"2025-04-16T00:00:00",
|
||
"2025-04-17T00:00:00",
|
||
"2025-04-18T00:00:00",
|
||
"2025-04-19T00:00:00",
|
||
"2025-04-20T00:00:00",
|
||
"2025-04-21T00:00:00",
|
||
"2025-04-22T00:00:00",
|
||
"2025-04-23T00:00:00",
|
||
"2025-04-24T00:00:00",
|
||
"2025-04-25T00:00:00",
|
||
"2025-04-26T00:00:00",
|
||
"2025-04-27T00:00:00",
|
||
"2025-04-28T00:00:00",
|
||
"2025-04-29T00:00:00",
|
||
"2025-04-30T00:00:00",
|
||
"2025-05-01T00:00:00",
|
||
"2025-05-02T00:00:00",
|
||
"2025-05-03T00:00:00",
|
||
"2025-05-04T00:00:00",
|
||
"2025-05-05T00:00:00",
|
||
"2025-05-06T00:00:00",
|
||
"2025-05-07T00:00:00",
|
||
"2025-05-08T00:00:00",
|
||
"2025-05-09T00:00:00",
|
||
"2025-05-10T00:00:00",
|
||
"2025-05-11T00:00:00",
|
||
"2025-05-12T00:00:00",
|
||
"2025-05-13T00:00:00",
|
||
"2025-05-14T00:00:00",
|
||
"2025-05-15T00:00:00",
|
||
"2025-05-16T00:00:00",
|
||
"2025-05-17T00:00:00",
|
||
"2025-05-18T00:00:00",
|
||
"2025-05-19T00:00:00",
|
||
"2025-05-20T00:00:00",
|
||
"2025-05-21T00:00:00",
|
||
"2025-05-22T00:00:00",
|
||
"2025-05-23T00:00:00",
|
||
"2025-05-24T00:00:00",
|
||
"2025-05-25T00:00:00",
|
||
"2025-05-26T00:00:00",
|
||
"2025-05-27T00:00:00",
|
||
"2025-05-28T00:00:00",
|
||
"2025-05-29T00:00:00",
|
||
"2025-05-30T00:00:00",
|
||
"2025-05-31T00:00:00",
|
||
"2025-06-01T00:00:00",
|
||
"2025-06-02T00:00:00",
|
||
"2025-06-03T00:00:00",
|
||
"2025-06-04T00:00:00",
|
||
"2025-06-05T00:00:00",
|
||
"2025-06-06T00:00:00",
|
||
"2025-06-07T00:00:00",
|
||
"2025-06-08T00:00:00",
|
||
"2025-06-09T00:00:00",
|
||
"2025-06-10T00:00:00",
|
||
"2025-06-11T00:00:00",
|
||
"2025-06-12T00:00:00",
|
||
"2025-06-13T00:00:00",
|
||
"2025-06-14T00:00:00",
|
||
"2025-06-15T00:00:00",
|
||
"2025-06-16T00:00:00",
|
||
"2025-06-17T00:00:00",
|
||
"2025-06-18T00:00:00",
|
||
"2025-06-19T00:00:00",
|
||
"2025-06-20T00:00:00",
|
||
"2025-06-21T00:00:00",
|
||
"2025-06-22T00:00:00",
|
||
"2025-06-23T00:00:00",
|
||
"2025-06-24T00:00:00",
|
||
"2025-06-25T00:00:00",
|
||
"2025-06-26T00:00:00",
|
||
"2025-06-27T00:00:00",
|
||
"2025-06-28T00:00:00",
|
||
"2025-06-29T00:00:00",
|
||
"2025-06-30T00:00:00",
|
||
"2025-07-01T00:00:00",
|
||
"2025-07-02T00:00:00",
|
||
"2025-07-03T00:00:00",
|
||
"2025-07-04T00:00:00",
|
||
"2025-07-05T00:00:00",
|
||
"2025-07-06T00:00:00",
|
||
"2025-07-07T00:00:00",
|
||
"2025-07-08T00:00:00",
|
||
"2025-07-09T00:00:00",
|
||
"2025-07-10T00:00:00",
|
||
"2025-07-11T00:00:00",
|
||
"2025-07-12T00:00:00",
|
||
"2025-07-13T00:00:00",
|
||
"2025-07-14T00:00:00",
|
||
"2025-07-15T00:00:00",
|
||
"2025-07-16T00:00:00",
|
||
"2025-07-17T00:00:00",
|
||
"2025-07-18T00:00:00",
|
||
"2025-07-19T00:00:00",
|
||
"2025-07-20T00:00:00",
|
||
"2025-07-21T00:00:00",
|
||
"2025-07-22T00:00:00",
|
||
"2025-07-23T00:00:00",
|
||
"2025-07-24T00:00:00",
|
||
"2025-07-25T00:00:00",
|
||
"2025-07-26T00:00:00",
|
||
"2025-07-27T00:00:00",
|
||
"2025-07-28T00:00:00",
|
||
"2025-07-29T00:00:00",
|
||
"2025-07-30T00:00:00",
|
||
"2025-07-31T00:00:00",
|
||
"2025-08-01T00:00:00",
|
||
"2025-08-02T00:00:00",
|
||
"2025-08-03T00:00:00",
|
||
"2025-08-04T00:00:00",
|
||
"2025-08-05T00:00:00",
|
||
"2025-08-06T00:00:00",
|
||
"2025-08-07T00:00:00",
|
||
"2025-08-08T00:00:00",
|
||
"2025-08-09T00:00:00",
|
||
"2025-08-10T00:00:00",
|
||
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||
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||
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||
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||
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||
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||
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||
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||
"2025-08-21T00:00:00",
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||
"2025-08-22T00:00:00",
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||
"2025-08-23T00:00:00",
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||
"2025-08-24T00:00:00",
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||
"2025-08-25T00:00:00",
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||
"2025-08-26T00:00:00",
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||
"2025-08-27T00:00:00",
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||
"2025-08-28T00:00:00",
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||
"2025-08-29T00:00:00",
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||
"2025-08-30T00:00:00",
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||
"2025-08-31T00:00:00",
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||
"2025-09-01T00:00:00",
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||
"2025-09-02T00:00:00",
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||
"2025-09-03T00:00:00",
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||
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||
"2025-09-05T00:00:00",
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||
"2025-09-06T00:00:00",
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||
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||
"2025-09-08T00:00:00",
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||
"2025-09-09T00:00:00",
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||
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||
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||
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||
"2025-09-13T00:00:00",
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||
"2025-09-14T00:00:00",
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||
"2025-09-15T00:00:00",
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||
"2025-09-16T00:00:00",
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||
"2025-09-17T00:00:00",
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||
"2025-09-18T00:00:00",
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||
"2025-09-19T00:00:00",
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
"2025-10-12T00:00:00",
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||
"2025-10-13T00:00:00",
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||
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||
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||
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||
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||
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||
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||
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||
"2025-10-21T00:00:00",
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||
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||
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||
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||
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||
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||
"2025-10-27T00:00:00",
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||
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||
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||
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||
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||
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||
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||
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||
"2025-11-04T00:00:00",
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||
"2025-11-05T00:00:00",
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||
"2025-11-06T00:00:00",
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
"2020-03-04T00:00:00",
|
||
"2020-03-05T00:00:00",
|
||
"2020-03-06T00:00:00",
|
||
"2020-03-07T00:00:00",
|
||
"2020-03-08T00:00:00",
|
||
"2020-03-09T00:00:00",
|
||
"2020-03-10T00:00:00",
|
||
"2020-03-11T00:00:00",
|
||
"2020-03-12T00:00:00",
|
||
"2020-03-13T00:00:00",
|
||
"2020-03-14T00:00:00",
|
||
"2020-03-15T00:00:00",
|
||
"2020-03-16T00:00:00",
|
||
"2020-03-17T00:00:00",
|
||
"2020-03-18T00:00:00",
|
||
"2020-03-19T00:00:00",
|
||
"2020-03-20T00:00:00",
|
||
"2020-03-21T00:00:00",
|
||
"2020-03-22T00:00:00",
|
||
"2020-03-23T00:00:00",
|
||
"2020-03-24T00:00:00",
|
||
"2020-03-25T00:00:00",
|
||
"2020-03-26T00:00:00",
|
||
"2020-03-27T00:00:00",
|
||
"2020-03-28T00:00:00",
|
||
"2020-03-29T00:00:00",
|
||
"2020-03-30T00:00:00",
|
||
"2020-03-31T00:00:00",
|
||
"2020-04-01T00:00:00",
|
||
"2020-04-02T00:00:00",
|
||
"2020-04-03T00:00:00",
|
||
"2020-04-04T00:00:00",
|
||
"2020-04-05T00:00:00",
|
||
"2020-04-06T00:00:00",
|
||
"2020-04-07T00:00:00",
|
||
"2020-04-08T00:00:00",
|
||
"2020-04-09T00:00:00",
|
||
"2020-04-10T00:00:00",
|
||
"2020-04-11T00:00:00",
|
||
"2020-04-12T00:00:00",
|
||
"2020-04-13T00:00:00",
|
||
"2020-04-14T00:00:00",
|
||
"2020-04-15T00:00:00",
|
||
"2020-04-16T00:00:00",
|
||
"2020-04-17T00:00:00",
|
||
"2020-04-18T00:00:00",
|
||
"2020-04-19T00:00:00",
|
||
"2020-04-20T00:00:00",
|
||
"2020-04-21T00:00:00",
|
||
"2020-04-22T00:00:00",
|
||
"2020-04-23T00:00:00",
|
||
"2020-04-24T00:00:00",
|
||
"2020-04-25T00:00:00",
|
||
"2020-04-26T00:00:00",
|
||
"2020-04-27T00:00:00",
|
||
"2020-04-28T00:00:00",
|
||
"2020-04-29T00:00:00",
|
||
"2020-04-30T00:00:00",
|
||
"2020-05-01T00:00:00",
|
||
"2020-05-02T00:00:00",
|
||
"2020-05-03T00:00:00",
|
||
"2020-05-04T00:00:00",
|
||
"2020-05-05T00:00:00",
|
||
"2020-05-06T00:00:00",
|
||
"2020-05-07T00:00:00",
|
||
"2020-05-08T00:00:00",
|
||
"2020-05-09T00:00:00",
|
||
"2020-05-10T00:00:00",
|
||
"2020-05-11T00:00:00",
|
||
"2020-05-12T00:00:00",
|
||
"2020-05-13T00:00:00",
|
||
"2020-05-14T00:00:00",
|
||
"2020-05-15T00:00:00",
|
||
"2020-05-16T00:00:00",
|
||
"2020-05-17T00:00:00",
|
||
"2020-05-18T00:00:00",
|
||
"2020-05-19T00:00:00",
|
||
"2020-05-20T00:00:00",
|
||
"2020-05-21T00:00:00",
|
||
"2020-05-22T00:00:00",
|
||
"2020-05-23T00:00:00",
|
||
"2020-05-24T00:00:00",
|
||
"2020-05-25T00:00:00",
|
||
"2020-05-26T00:00:00",
|
||
"2020-05-27T00:00:00",
|
||
"2020-05-28T00:00:00",
|
||
"2020-05-29T00:00:00",
|
||
"2020-05-30T00:00:00",
|
||
"2020-05-31T00:00:00",
|
||
"2020-06-01T00:00:00",
|
||
"2020-06-02T00:00:00",
|
||
"2020-06-03T00:00:00",
|
||
"2020-06-04T00:00:00",
|
||
"2020-06-05T00:00:00",
|
||
"2020-06-06T00:00:00",
|
||
"2020-06-07T00:00:00",
|
||
"2020-06-08T00:00:00",
|
||
"2020-06-09T00:00:00",
|
||
"2020-06-10T00:00:00",
|
||
"2020-06-11T00:00:00",
|
||
"2020-06-12T00:00:00",
|
||
"2020-06-13T00:00:00",
|
||
"2020-06-14T00:00:00",
|
||
"2020-06-15T00:00:00",
|
||
"2020-06-16T00:00:00",
|
||
"2020-06-17T00:00:00",
|
||
"2020-06-18T00:00:00",
|
||
"2020-06-19T00:00:00",
|
||
"2020-06-20T00:00:00",
|
||
"2020-06-21T00:00:00",
|
||
"2020-06-22T00:00:00",
|
||
"2020-06-23T00:00:00",
|
||
"2020-06-24T00:00:00",
|
||
"2020-06-25T00:00:00",
|
||
"2020-06-26T00:00:00",
|
||
"2020-06-27T00:00:00",
|
||
"2020-06-28T00:00:00",
|
||
"2020-06-29T00:00:00",
|
||
"2020-06-30T00:00:00",
|
||
"2020-07-01T00:00:00",
|
||
"2020-07-02T00:00:00",
|
||
"2020-07-03T00:00:00",
|
||
"2020-07-04T00:00:00",
|
||
"2020-07-05T00:00:00",
|
||
"2020-07-06T00:00:00",
|
||
"2020-07-07T00:00:00",
|
||
"2020-07-08T00:00:00",
|
||
"2020-07-09T00:00:00",
|
||
"2020-07-10T00:00:00",
|
||
"2020-07-11T00:00:00",
|
||
"2020-07-12T00:00:00",
|
||
"2020-07-13T00:00:00",
|
||
"2020-07-14T00:00:00",
|
||
"2020-07-15T00:00:00",
|
||
"2020-07-16T00:00:00",
|
||
"2020-07-17T00:00:00",
|
||
"2020-07-18T00:00:00",
|
||
"2020-07-19T00:00:00",
|
||
"2020-07-20T00:00:00",
|
||
"2020-07-21T00:00:00",
|
||
"2020-07-22T00:00:00",
|
||
"2020-07-23T00:00:00",
|
||
"2020-07-24T00:00:00",
|
||
"2020-07-25T00:00:00",
|
||
"2020-07-26T00:00:00",
|
||
"2020-07-27T00:00:00",
|
||
"2020-07-28T00:00:00",
|
||
"2020-07-29T00:00:00",
|
||
"2020-07-30T00:00:00",
|
||
"2020-07-31T00:00:00",
|
||
"2020-08-01T00:00:00",
|
||
"2020-08-02T00:00:00",
|
||
"2020-08-03T00:00:00",
|
||
"2020-08-04T00:00:00",
|
||
"2020-08-05T00:00:00",
|
||
"2020-08-06T00:00:00",
|
||
"2020-08-07T00:00:00",
|
||
"2020-08-08T00:00:00",
|
||
"2020-08-09T00:00:00",
|
||
"2020-08-10T00:00:00",
|
||
"2020-08-11T00:00:00",
|
||
"2020-08-12T00:00:00",
|
||
"2020-08-13T00:00:00",
|
||
"2020-08-14T00:00:00",
|
||
"2020-08-15T00:00:00",
|
||
"2020-08-16T00:00:00",
|
||
"2020-08-17T00:00:00",
|
||
"2020-08-18T00:00:00",
|
||
"2020-08-19T00:00:00",
|
||
"2020-08-20T00:00:00",
|
||
"2020-08-21T00:00:00",
|
||
"2020-08-22T00:00:00",
|
||
"2020-08-23T00:00:00",
|
||
"2020-08-24T00:00:00",
|
||
"2020-08-25T00:00:00",
|
||
"2020-08-26T00:00:00",
|
||
"2020-08-27T00:00:00",
|
||
"2020-08-28T00:00:00",
|
||
"2020-08-29T00:00:00",
|
||
"2020-08-30T00:00:00",
|
||
"2020-08-31T00:00:00",
|
||
"2020-09-01T00:00:00",
|
||
"2020-09-02T00:00:00",
|
||
"2020-09-03T00:00:00",
|
||
"2020-09-04T00:00:00",
|
||
"2020-09-05T00:00:00",
|
||
"2020-09-06T00:00:00",
|
||
"2020-09-07T00:00:00",
|
||
"2020-09-08T00:00:00",
|
||
"2020-09-09T00:00:00",
|
||
"2020-09-10T00:00:00",
|
||
"2020-09-11T00:00:00",
|
||
"2020-09-12T00:00:00",
|
||
"2020-09-13T00:00:00",
|
||
"2020-09-14T00:00:00",
|
||
"2020-09-15T00:00:00",
|
||
"2020-09-16T00:00:00",
|
||
"2020-09-17T00:00:00",
|
||
"2020-09-18T00:00:00",
|
||
"2020-09-19T00:00:00",
|
||
"2020-09-20T00:00:00",
|
||
"2020-09-21T00:00:00",
|
||
"2020-09-22T00:00:00",
|
||
"2020-09-23T00:00:00",
|
||
"2020-09-24T00:00:00",
|
||
"2020-09-25T00:00:00",
|
||
"2020-09-26T00:00:00",
|
||
"2020-09-27T00:00:00",
|
||
"2020-09-28T00:00:00",
|
||
"2020-09-29T00:00:00",
|
||
"2020-09-30T00:00:00",
|
||
"2020-10-01T00:00:00",
|
||
"2020-10-02T00:00:00",
|
||
"2020-10-03T00:00:00",
|
||
"2020-10-04T00:00:00",
|
||
"2020-10-05T00:00:00",
|
||
"2020-10-06T00:00:00",
|
||
"2020-10-07T00:00:00",
|
||
"2020-10-08T00:00:00",
|
||
"2020-10-09T00:00:00",
|
||
"2020-10-10T00:00:00",
|
||
"2020-10-11T00:00:00",
|
||
"2020-10-12T00:00:00",
|
||
"2020-10-13T00:00:00",
|
||
"2020-10-14T00:00:00",
|
||
"2020-10-15T00:00:00",
|
||
"2020-10-16T00:00:00",
|
||
"2020-10-17T00:00:00",
|
||
"2020-10-18T00:00:00",
|
||
"2020-10-19T00:00:00",
|
||
"2020-10-20T00:00:00",
|
||
"2020-10-21T00:00:00",
|
||
"2020-10-22T00:00:00",
|
||
"2020-10-23T00:00:00",
|
||
"2020-10-24T00:00:00",
|
||
"2020-10-25T00:00:00",
|
||
"2020-10-26T00:00:00",
|
||
"2020-10-27T00:00:00",
|
||
"2020-10-28T00:00:00",
|
||
"2020-10-29T00:00:00",
|
||
"2020-10-30T00:00:00",
|
||
"2020-10-31T00:00:00",
|
||
"2020-11-01T00:00:00",
|
||
"2020-11-02T00:00:00",
|
||
"2020-11-03T00:00:00",
|
||
"2020-11-04T00:00:00",
|
||
"2020-11-05T00:00:00",
|
||
"2020-11-06T00:00:00",
|
||
"2020-11-07T00:00:00",
|
||
"2020-11-08T00:00:00",
|
||
"2020-11-09T00:00:00",
|
||
"2020-11-10T00:00:00",
|
||
"2020-11-11T00:00:00",
|
||
"2020-11-12T00:00:00",
|
||
"2020-11-13T00:00:00",
|
||
"2020-11-14T00:00:00",
|
||
"2020-11-15T00:00:00",
|
||
"2020-11-16T00:00:00",
|
||
"2020-11-17T00:00:00",
|
||
"2020-11-18T00:00:00",
|
||
"2020-11-19T00:00:00",
|
||
"2020-11-20T00:00:00",
|
||
"2020-11-21T00:00:00",
|
||
"2020-11-22T00:00:00",
|
||
"2020-11-23T00:00:00",
|
||
"2020-11-24T00:00:00",
|
||
"2020-11-25T00:00:00",
|
||
"2020-11-26T00:00:00",
|
||
"2020-11-27T00:00:00",
|
||
"2020-11-28T00:00:00",
|
||
"2020-11-29T00:00:00",
|
||
"2020-11-30T00:00:00",
|
||
"2020-12-01T00:00:00",
|
||
"2020-12-02T00:00:00",
|
||
"2020-12-03T00:00:00",
|
||
"2020-12-04T00:00:00",
|
||
"2020-12-05T00:00:00",
|
||
"2020-12-06T00:00:00",
|
||
"2020-12-07T00:00:00",
|
||
"2020-12-08T00:00:00",
|
||
"2020-12-09T00:00:00",
|
||
"2020-12-10T00:00:00",
|
||
"2020-12-11T00:00:00",
|
||
"2020-12-12T00:00:00",
|
||
"2020-12-13T00:00:00",
|
||
"2020-12-14T00:00:00",
|
||
"2020-12-15T00:00:00",
|
||
"2020-12-16T00:00:00",
|
||
"2020-12-17T00:00:00",
|
||
"2020-12-18T00:00:00",
|
||
"2020-12-19T00:00:00",
|
||
"2020-12-20T00:00:00",
|
||
"2020-12-21T00:00:00",
|
||
"2020-12-22T00:00:00",
|
||
"2020-12-23T00:00:00",
|
||
"2020-12-24T00:00:00",
|
||
"2020-12-25T00:00:00",
|
||
"2020-12-26T00:00:00",
|
||
"2020-12-27T00:00:00",
|
||
"2020-12-28T00:00:00",
|
||
"2020-12-29T00:00:00",
|
||
"2020-12-30T00:00:00",
|
||
"2020-12-31T00:00:00",
|
||
"2021-01-01T00:00:00",
|
||
"2021-01-02T00:00:00",
|
||
"2021-01-03T00:00:00",
|
||
"2021-01-04T00:00:00",
|
||
"2021-01-05T00:00:00",
|
||
"2021-01-06T00:00:00",
|
||
"2021-01-07T00:00:00",
|
||
"2021-01-08T00:00:00",
|
||
"2021-01-09T00:00:00",
|
||
"2021-01-10T00:00:00",
|
||
"2021-01-11T00:00:00",
|
||
"2021-01-12T00:00:00",
|
||
"2021-01-13T00:00:00",
|
||
"2021-01-14T00:00:00",
|
||
"2021-01-15T00:00:00",
|
||
"2021-01-16T00:00:00",
|
||
"2021-01-17T00:00:00",
|
||
"2021-01-18T00:00:00",
|
||
"2021-01-19T00:00:00",
|
||
"2021-01-20T00:00:00",
|
||
"2021-01-21T00:00:00",
|
||
"2021-01-22T00:00:00",
|
||
"2021-01-23T00:00:00",
|
||
"2021-01-24T00:00:00",
|
||
"2021-01-25T00:00:00",
|
||
"2021-01-26T00:00:00",
|
||
"2021-01-27T00:00:00",
|
||
"2021-01-28T00:00:00",
|
||
"2021-01-29T00:00:00",
|
||
"2021-01-30T00:00:00",
|
||
"2021-01-31T00:00:00",
|
||
"2021-02-01T00:00:00",
|
||
"2021-02-02T00:00:00",
|
||
"2021-02-03T00:00:00",
|
||
"2021-02-04T00:00:00",
|
||
"2021-02-05T00:00:00",
|
||
"2021-02-06T00:00:00",
|
||
"2021-02-07T00:00:00",
|
||
"2021-02-08T00:00:00",
|
||
"2021-02-09T00:00:00",
|
||
"2021-02-10T00:00:00",
|
||
"2021-02-11T00:00:00",
|
||
"2021-02-12T00:00:00",
|
||
"2021-02-13T00:00:00",
|
||
"2021-02-14T00:00:00",
|
||
"2021-02-15T00:00:00",
|
||
"2021-02-16T00:00:00",
|
||
"2021-02-17T00:00:00",
|
||
"2021-02-18T00:00:00",
|
||
"2021-02-19T00:00:00",
|
||
"2021-02-20T00:00:00",
|
||
"2021-02-21T00:00:00",
|
||
"2021-02-22T00:00:00",
|
||
"2021-02-23T00:00:00",
|
||
"2021-02-24T00:00:00",
|
||
"2021-02-25T00:00:00",
|
||
"2021-02-26T00:00:00",
|
||
"2021-02-27T00:00:00",
|
||
"2021-02-28T00:00:00",
|
||
"2021-03-01T00:00:00",
|
||
"2021-03-02T00:00:00",
|
||
"2021-03-03T00:00:00",
|
||
"2021-03-04T00:00:00",
|
||
"2021-03-05T00:00:00",
|
||
"2021-03-06T00:00:00",
|
||
"2021-03-07T00:00:00",
|
||
"2021-03-08T00:00:00",
|
||
"2021-03-09T00:00:00",
|
||
"2021-03-10T00:00:00",
|
||
"2021-03-11T00:00:00",
|
||
"2021-03-12T00:00:00",
|
||
"2021-03-13T00:00:00",
|
||
"2021-03-14T00:00:00",
|
||
"2021-03-15T00:00:00",
|
||
"2021-03-16T00:00:00",
|
||
"2021-03-17T00:00:00",
|
||
"2021-03-18T00:00:00",
|
||
"2021-03-19T00:00:00",
|
||
"2021-03-20T00:00:00",
|
||
"2021-03-21T00:00:00",
|
||
"2021-03-22T00:00:00",
|
||
"2021-03-23T00:00:00",
|
||
"2021-03-24T00:00:00",
|
||
"2021-03-25T00:00:00",
|
||
"2021-03-26T00:00:00",
|
||
"2021-03-27T00:00:00",
|
||
"2021-03-28T00:00:00",
|
||
"2021-03-29T00:00:00",
|
||
"2021-03-30T00:00:00",
|
||
"2021-03-31T00:00:00",
|
||
"2021-04-01T00:00:00",
|
||
"2021-04-02T00:00:00",
|
||
"2021-04-03T00:00:00",
|
||
"2021-04-04T00:00:00",
|
||
"2021-04-05T00:00:00",
|
||
"2021-04-06T00:00:00",
|
||
"2021-04-07T00:00:00",
|
||
"2021-04-08T00:00:00",
|
||
"2021-04-09T00:00:00",
|
||
"2021-04-10T00:00:00",
|
||
"2021-04-11T00:00:00",
|
||
"2021-04-12T00:00:00",
|
||
"2021-04-13T00:00:00",
|
||
"2021-04-14T00:00:00",
|
||
"2021-04-15T00:00:00",
|
||
"2021-04-16T00:00:00",
|
||
"2021-04-17T00:00:00",
|
||
"2021-04-18T00:00:00",
|
||
"2021-04-19T00:00:00",
|
||
"2021-04-20T00:00:00",
|
||
"2021-04-21T00:00:00",
|
||
"2021-04-22T00:00:00",
|
||
"2021-04-23T00:00:00",
|
||
"2021-04-24T00:00:00",
|
||
"2021-04-25T00:00:00",
|
||
"2021-04-26T00:00:00",
|
||
"2021-04-27T00:00:00",
|
||
"2021-04-28T00:00:00",
|
||
"2021-04-29T00:00:00",
|
||
"2021-04-30T00:00:00",
|
||
"2021-05-01T00:00:00",
|
||
"2021-05-02T00:00:00",
|
||
"2021-05-03T00:00:00",
|
||
"2021-05-04T00:00:00",
|
||
"2021-05-05T00:00:00",
|
||
"2021-05-06T00:00:00",
|
||
"2021-05-07T00:00:00",
|
||
"2021-05-08T00:00:00",
|
||
"2021-05-09T00:00:00",
|
||
"2021-05-10T00:00:00",
|
||
"2021-05-11T00:00:00",
|
||
"2021-05-12T00:00:00",
|
||
"2021-05-13T00:00:00",
|
||
"2021-05-14T00:00:00",
|
||
"2021-05-15T00:00:00",
|
||
"2021-05-16T00:00:00",
|
||
"2021-05-17T00:00:00",
|
||
"2021-05-18T00:00:00",
|
||
"2021-05-19T00:00:00",
|
||
"2021-05-20T00:00:00",
|
||
"2021-05-21T00:00:00",
|
||
"2021-05-22T00:00:00",
|
||
"2021-05-23T00:00:00",
|
||
"2021-05-24T00:00:00",
|
||
"2021-05-25T00:00:00",
|
||
"2021-05-26T00:00:00",
|
||
"2021-05-27T00:00:00",
|
||
"2021-05-28T00:00:00",
|
||
"2021-05-29T00:00:00",
|
||
"2021-05-30T00:00:00",
|
||
"2021-05-31T00:00:00",
|
||
"2021-06-01T00:00:00",
|
||
"2021-06-02T00:00:00",
|
||
"2021-06-03T00:00:00",
|
||
"2021-06-04T00:00:00",
|
||
"2021-06-05T00:00:00",
|
||
"2021-06-06T00:00:00",
|
||
"2021-06-07T00:00:00",
|
||
"2021-06-08T00:00:00",
|
||
"2021-06-09T00:00:00",
|
||
"2021-06-10T00:00:00",
|
||
"2021-06-11T00:00:00",
|
||
"2021-06-12T00:00:00",
|
||
"2021-06-13T00:00:00",
|
||
"2021-06-14T00:00:00",
|
||
"2021-06-15T00:00:00",
|
||
"2021-06-16T00:00:00",
|
||
"2021-06-17T00:00:00",
|
||
"2021-06-18T00:00:00",
|
||
"2021-06-19T00:00:00",
|
||
"2021-06-20T00:00:00",
|
||
"2021-06-21T00:00:00",
|
||
"2021-06-22T00:00:00",
|
||
"2021-06-23T00:00:00",
|
||
"2021-06-24T00:00:00",
|
||
"2021-06-25T00:00:00",
|
||
"2021-06-26T00:00:00",
|
||
"2021-06-27T00:00:00",
|
||
"2021-06-28T00:00:00",
|
||
"2021-06-29T00:00:00",
|
||
"2021-06-30T00:00:00",
|
||
"2021-07-01T00:00:00",
|
||
"2021-07-02T00:00:00",
|
||
"2021-07-03T00:00:00",
|
||
"2021-07-04T00:00:00",
|
||
"2021-07-05T00:00:00",
|
||
"2021-07-06T00:00:00",
|
||
"2021-07-07T00:00:00",
|
||
"2021-07-08T00:00:00",
|
||
"2021-07-09T00:00:00",
|
||
"2021-07-10T00:00:00",
|
||
"2021-07-11T00:00:00",
|
||
"2021-07-12T00:00:00",
|
||
"2021-07-13T00:00:00",
|
||
"2021-07-14T00:00:00",
|
||
"2021-07-15T00:00:00",
|
||
"2021-07-16T00:00:00",
|
||
"2021-07-17T00:00:00",
|
||
"2021-07-18T00:00:00",
|
||
"2021-07-19T00:00:00",
|
||
"2021-07-20T00:00:00",
|
||
"2021-07-21T00:00:00",
|
||
"2021-07-22T00:00:00",
|
||
"2021-07-23T00:00:00",
|
||
"2021-07-24T00:00:00",
|
||
"2021-07-25T00:00:00",
|
||
"2021-07-26T00:00:00",
|
||
"2021-07-27T00:00:00",
|
||
"2021-07-28T00:00:00",
|
||
"2021-07-29T00:00:00",
|
||
"2021-07-30T00:00:00",
|
||
"2021-07-31T00:00:00",
|
||
"2021-08-01T00:00:00",
|
||
"2021-08-02T00:00:00",
|
||
"2021-08-03T00:00:00",
|
||
"2021-08-04T00:00:00",
|
||
"2021-08-05T00:00:00",
|
||
"2021-08-06T00:00:00",
|
||
"2021-08-07T00:00:00",
|
||
"2021-08-08T00:00:00",
|
||
"2021-08-09T00:00:00",
|
||
"2021-08-10T00:00:00",
|
||
"2021-08-11T00:00:00",
|
||
"2021-08-12T00:00:00",
|
||
"2021-08-13T00:00:00",
|
||
"2021-08-14T00:00:00",
|
||
"2021-08-15T00:00:00",
|
||
"2021-08-16T00:00:00",
|
||
"2021-08-17T00:00:00",
|
||
"2021-08-18T00:00:00",
|
||
"2021-08-19T00:00:00",
|
||
"2021-08-20T00:00:00",
|
||
"2021-08-21T00:00:00",
|
||
"2021-08-22T00:00:00",
|
||
"2021-08-23T00:00:00",
|
||
"2021-08-24T00:00:00",
|
||
"2021-08-25T00:00:00",
|
||
"2021-08-26T00:00:00",
|
||
"2021-08-27T00:00:00",
|
||
"2021-08-28T00:00:00",
|
||
"2021-08-29T00:00:00",
|
||
"2021-08-30T00:00:00",
|
||
"2021-08-31T00:00:00",
|
||
"2021-09-01T00:00:00",
|
||
"2021-09-02T00:00:00",
|
||
"2021-09-03T00:00:00",
|
||
"2021-09-04T00:00:00",
|
||
"2021-09-05T00:00:00",
|
||
"2021-09-06T00:00:00",
|
||
"2021-09-07T00:00:00",
|
||
"2021-09-08T00:00:00",
|
||
"2021-09-09T00:00:00",
|
||
"2021-09-10T00:00:00",
|
||
"2021-09-11T00:00:00",
|
||
"2021-09-12T00:00:00",
|
||
"2021-09-13T00:00:00",
|
||
"2021-09-14T00:00:00",
|
||
"2021-09-15T00:00:00",
|
||
"2021-09-16T00:00:00",
|
||
"2021-09-17T00:00:00",
|
||
"2021-09-18T00:00:00",
|
||
"2021-09-19T00:00:00",
|
||
"2021-09-20T00:00:00",
|
||
"2021-09-21T00:00:00",
|
||
"2021-09-22T00:00:00",
|
||
"2021-09-23T00:00:00",
|
||
"2021-09-24T00:00:00",
|
||
"2021-09-25T00:00:00",
|
||
"2021-09-26T00:00:00",
|
||
"2021-09-27T00:00:00",
|
||
"2021-09-28T00:00:00",
|
||
"2021-09-29T00:00:00",
|
||
"2021-09-30T00:00:00",
|
||
"2021-10-01T00:00:00",
|
||
"2021-10-02T00:00:00",
|
||
"2021-10-03T00:00:00",
|
||
"2021-10-04T00:00:00",
|
||
"2021-10-05T00:00:00",
|
||
"2021-10-06T00:00:00",
|
||
"2021-10-07T00:00:00",
|
||
"2021-10-08T00:00:00",
|
||
"2021-10-09T00:00:00",
|
||
"2021-10-10T00:00:00",
|
||
"2021-10-11T00:00:00",
|
||
"2021-10-12T00:00:00",
|
||
"2021-10-13T00:00:00",
|
||
"2021-10-14T00:00:00",
|
||
"2021-10-15T00:00:00",
|
||
"2021-10-16T00:00:00",
|
||
"2021-10-17T00:00:00",
|
||
"2021-10-18T00:00:00",
|
||
"2021-10-19T00:00:00",
|
||
"2021-10-20T00:00:00",
|
||
"2021-10-21T00:00:00",
|
||
"2021-10-22T00:00:00",
|
||
"2021-10-23T00:00:00",
|
||
"2021-10-24T00:00:00",
|
||
"2021-10-25T00:00:00",
|
||
"2021-10-26T00:00:00",
|
||
"2021-10-27T00:00:00",
|
||
"2021-10-28T00:00:00",
|
||
"2021-10-29T00:00:00",
|
||
"2021-10-30T00:00:00",
|
||
"2021-10-31T00:00:00",
|
||
"2021-11-01T00:00:00",
|
||
"2021-11-02T00:00:00",
|
||
"2021-11-03T00:00:00",
|
||
"2021-11-04T00:00:00",
|
||
"2021-11-05T00:00:00",
|
||
"2021-11-06T00:00:00",
|
||
"2021-11-07T00:00:00",
|
||
"2021-11-08T00:00:00",
|
||
"2021-11-09T00:00:00",
|
||
"2021-11-10T00:00:00",
|
||
"2021-11-11T00:00:00",
|
||
"2021-11-12T00:00:00",
|
||
"2021-11-13T00:00:00",
|
||
"2021-11-14T00:00:00",
|
||
"2021-11-15T00:00:00",
|
||
"2021-11-16T00:00:00",
|
||
"2021-11-17T00:00:00",
|
||
"2021-11-18T00:00:00",
|
||
"2021-11-19T00:00:00",
|
||
"2021-11-20T00:00:00",
|
||
"2021-11-21T00:00:00",
|
||
"2021-11-22T00:00:00",
|
||
"2021-11-23T00:00:00",
|
||
"2021-11-24T00:00:00",
|
||
"2021-11-25T00:00:00",
|
||
"2021-11-26T00:00:00",
|
||
"2021-11-27T00:00:00",
|
||
"2021-11-28T00:00:00",
|
||
"2021-11-29T00:00:00",
|
||
"2021-11-30T00:00:00",
|
||
"2021-12-01T00:00:00",
|
||
"2021-12-02T00:00:00",
|
||
"2021-12-03T00:00:00",
|
||
"2021-12-04T00:00:00",
|
||
"2021-12-05T00:00:00",
|
||
"2021-12-06T00:00:00",
|
||
"2021-12-07T00:00:00",
|
||
"2021-12-08T00:00:00",
|
||
"2021-12-09T00:00:00",
|
||
"2021-12-10T00:00:00",
|
||
"2021-12-11T00:00:00",
|
||
"2021-12-12T00:00:00",
|
||
"2021-12-13T00:00:00",
|
||
"2021-12-14T00:00:00",
|
||
"2021-12-15T00:00:00",
|
||
"2021-12-16T00:00:00",
|
||
"2021-12-17T00:00:00",
|
||
"2021-12-18T00:00:00",
|
||
"2021-12-19T00:00:00",
|
||
"2021-12-20T00:00:00",
|
||
"2021-12-21T00:00:00",
|
||
"2021-12-22T00:00:00",
|
||
"2021-12-23T00:00:00",
|
||
"2021-12-24T00:00:00",
|
||
"2021-12-25T00:00:00",
|
||
"2021-12-26T00:00:00",
|
||
"2021-12-27T00:00:00",
|
||
"2021-12-28T00:00:00",
|
||
"2021-12-29T00:00:00",
|
||
"2021-12-30T00:00:00",
|
||
"2021-12-31T00:00:00",
|
||
"2022-01-01T00:00:00",
|
||
"2022-01-02T00:00:00",
|
||
"2022-01-03T00:00:00",
|
||
"2022-01-04T00:00:00",
|
||
"2022-01-05T00:00:00",
|
||
"2022-01-06T00:00:00",
|
||
"2022-01-07T00:00:00",
|
||
"2022-01-08T00:00:00",
|
||
"2022-01-09T00:00:00",
|
||
"2022-01-10T00:00:00",
|
||
"2022-01-11T00:00:00",
|
||
"2022-01-12T00:00:00",
|
||
"2022-01-13T00:00:00",
|
||
"2022-01-14T00:00:00",
|
||
"2022-01-15T00:00:00",
|
||
"2022-01-16T00:00:00",
|
||
"2022-01-17T00:00:00",
|
||
"2022-01-18T00:00:00",
|
||
"2022-01-19T00:00:00",
|
||
"2022-01-20T00:00:00",
|
||
"2022-01-21T00:00:00",
|
||
"2022-01-22T00:00:00",
|
||
"2022-01-23T00:00:00",
|
||
"2022-01-24T00:00:00",
|
||
"2022-01-25T00:00:00",
|
||
"2022-01-26T00:00:00",
|
||
"2022-01-27T00:00:00",
|
||
"2022-01-28T00:00:00",
|
||
"2022-01-29T00:00:00",
|
||
"2022-01-30T00:00:00",
|
||
"2022-01-31T00:00:00",
|
||
"2022-02-01T00:00:00",
|
||
"2022-02-02T00:00:00",
|
||
"2022-02-03T00:00:00",
|
||
"2022-02-04T00:00:00",
|
||
"2022-02-05T00:00:00",
|
||
"2022-02-06T00:00:00",
|
||
"2022-02-07T00:00:00",
|
||
"2022-02-08T00:00:00",
|
||
"2022-02-09T00:00:00",
|
||
"2022-02-10T00:00:00",
|
||
"2022-02-11T00:00:00",
|
||
"2022-02-12T00:00:00",
|
||
"2022-02-13T00:00:00",
|
||
"2022-02-14T00:00:00",
|
||
"2022-02-15T00:00:00",
|
||
"2022-02-16T00:00:00",
|
||
"2022-02-17T00:00:00",
|
||
"2022-02-18T00:00:00",
|
||
"2022-02-19T00:00:00",
|
||
"2022-02-20T00:00:00",
|
||
"2022-02-21T00:00:00",
|
||
"2022-02-22T00:00:00",
|
||
"2022-02-23T00:00:00",
|
||
"2022-02-24T00:00:00",
|
||
"2022-02-25T00:00:00",
|
||
"2022-02-26T00:00:00",
|
||
"2022-02-27T00:00:00",
|
||
"2022-02-28T00:00:00",
|
||
"2022-03-01T00:00:00",
|
||
"2022-03-02T00:00:00",
|
||
"2022-03-03T00:00:00",
|
||
"2022-03-04T00:00:00",
|
||
"2022-03-05T00:00:00",
|
||
"2022-03-06T00:00:00",
|
||
"2022-03-07T00:00:00",
|
||
"2022-03-08T00:00:00",
|
||
"2022-03-09T00:00:00",
|
||
"2022-03-10T00:00:00",
|
||
"2022-03-11T00:00:00",
|
||
"2022-03-12T00:00:00",
|
||
"2022-03-13T00:00:00",
|
||
"2022-03-14T00:00:00",
|
||
"2022-03-15T00:00:00",
|
||
"2022-03-16T00:00:00",
|
||
"2022-03-17T00:00:00",
|
||
"2022-03-18T00:00:00",
|
||
"2022-03-19T00:00:00",
|
||
"2022-03-20T00:00:00",
|
||
"2022-03-21T00:00:00",
|
||
"2022-03-22T00:00:00",
|
||
"2022-03-23T00:00:00",
|
||
"2022-03-24T00:00:00",
|
||
"2022-03-25T00:00:00",
|
||
"2022-03-26T00:00:00",
|
||
"2022-03-27T00:00:00",
|
||
"2022-03-28T00:00:00",
|
||
"2022-03-29T00:00:00",
|
||
"2022-03-30T00:00:00",
|
||
"2022-03-31T00:00:00",
|
||
"2022-04-01T00:00:00",
|
||
"2022-04-02T00:00:00",
|
||
"2022-04-03T00:00:00",
|
||
"2022-04-04T00:00:00",
|
||
"2022-04-05T00:00:00",
|
||
"2022-04-06T00:00:00",
|
||
"2022-04-07T00:00:00",
|
||
"2022-04-08T00:00:00",
|
||
"2022-04-09T00:00:00",
|
||
"2022-04-10T00:00:00",
|
||
"2022-04-11T00:00:00",
|
||
"2022-04-12T00:00:00",
|
||
"2022-04-13T00:00:00",
|
||
"2022-04-14T00:00:00",
|
||
"2022-04-15T00:00:00",
|
||
"2022-04-16T00:00:00",
|
||
"2022-04-17T00:00:00",
|
||
"2022-04-18T00:00:00",
|
||
"2022-04-19T00:00:00",
|
||
"2022-04-20T00:00:00",
|
||
"2022-04-21T00:00:00",
|
||
"2022-04-22T00:00:00",
|
||
"2022-04-23T00:00:00",
|
||
"2022-04-24T00:00:00",
|
||
"2022-04-25T00:00:00",
|
||
"2022-04-26T00:00:00",
|
||
"2022-04-27T00:00:00",
|
||
"2022-04-28T00:00:00",
|
||
"2022-04-29T00:00:00",
|
||
"2022-04-30T00:00:00",
|
||
"2022-05-01T00:00:00",
|
||
"2022-05-02T00:00:00",
|
||
"2022-05-03T00:00:00",
|
||
"2022-05-04T00:00:00",
|
||
"2022-05-05T00:00:00",
|
||
"2022-05-06T00:00:00",
|
||
"2022-05-07T00:00:00",
|
||
"2022-05-08T00:00:00",
|
||
"2022-05-09T00:00:00",
|
||
"2022-05-10T00:00:00",
|
||
"2022-05-11T00:00:00",
|
||
"2022-05-12T00:00:00",
|
||
"2022-05-13T00:00:00",
|
||
"2022-05-14T00:00:00",
|
||
"2022-05-15T00:00:00",
|
||
"2022-05-16T00:00:00",
|
||
"2022-05-17T00:00:00",
|
||
"2022-05-18T00:00:00",
|
||
"2022-05-19T00:00:00",
|
||
"2022-05-20T00:00:00",
|
||
"2022-05-21T00:00:00",
|
||
"2022-05-22T00:00:00",
|
||
"2022-05-23T00:00:00",
|
||
"2022-05-24T00:00:00",
|
||
"2022-05-25T00:00:00",
|
||
"2022-05-26T00:00:00",
|
||
"2022-05-27T00:00:00",
|
||
"2022-05-28T00:00:00",
|
||
"2022-05-29T00:00:00",
|
||
"2022-05-30T00:00:00",
|
||
"2022-05-31T00:00:00",
|
||
"2022-06-01T00:00:00",
|
||
"2022-06-02T00:00:00",
|
||
"2022-06-03T00:00:00",
|
||
"2022-06-04T00:00:00",
|
||
"2022-06-05T00:00:00",
|
||
"2022-06-06T00:00:00",
|
||
"2022-06-07T00:00:00",
|
||
"2022-06-08T00:00:00",
|
||
"2022-06-09T00:00:00",
|
||
"2022-06-10T00:00:00",
|
||
"2022-06-11T00:00:00",
|
||
"2022-06-12T00:00:00",
|
||
"2022-06-13T00:00:00",
|
||
"2022-06-14T00:00:00",
|
||
"2022-06-15T00:00:00",
|
||
"2022-06-16T00:00:00",
|
||
"2022-06-17T00:00:00",
|
||
"2022-06-18T00:00:00",
|
||
"2022-06-19T00:00:00",
|
||
"2022-06-20T00:00:00",
|
||
"2022-06-21T00:00:00",
|
||
"2022-06-22T00:00:00",
|
||
"2022-06-23T00:00:00",
|
||
"2022-06-24T00:00:00",
|
||
"2022-06-25T00:00:00",
|
||
"2022-06-26T00:00:00",
|
||
"2022-06-27T00:00:00",
|
||
"2022-06-28T00:00:00",
|
||
"2022-06-29T00:00:00",
|
||
"2022-06-30T00:00:00",
|
||
"2022-07-01T00:00:00",
|
||
"2022-07-02T00:00:00",
|
||
"2022-07-03T00:00:00",
|
||
"2022-07-04T00:00:00",
|
||
"2022-07-05T00:00:00",
|
||
"2022-07-06T00:00:00",
|
||
"2022-07-07T00:00:00",
|
||
"2022-07-08T00:00:00",
|
||
"2022-07-09T00:00:00",
|
||
"2022-07-10T00:00:00",
|
||
"2022-07-11T00:00:00",
|
||
"2022-07-12T00:00:00",
|
||
"2022-07-13T00:00:00",
|
||
"2022-07-14T00:00:00",
|
||
"2022-07-15T00:00:00",
|
||
"2022-07-16T00:00:00",
|
||
"2022-07-17T00:00:00",
|
||
"2022-07-18T00:00:00",
|
||
"2022-07-19T00:00:00",
|
||
"2022-07-20T00:00:00",
|
||
"2022-07-21T00:00:00",
|
||
"2022-07-22T00:00:00",
|
||
"2022-07-23T00:00:00",
|
||
"2022-07-24T00:00:00",
|
||
"2022-07-25T00:00:00",
|
||
"2022-07-26T00:00:00",
|
||
"2022-07-27T00:00:00",
|
||
"2022-07-28T00:00:00",
|
||
"2022-07-29T00:00:00",
|
||
"2022-07-30T00:00:00",
|
||
"2022-07-31T00:00:00",
|
||
"2022-08-01T00:00:00",
|
||
"2022-08-02T00:00:00",
|
||
"2022-08-03T00:00:00",
|
||
"2022-08-04T00:00:00",
|
||
"2022-08-05T00:00:00",
|
||
"2022-08-06T00:00:00",
|
||
"2022-08-07T00:00:00",
|
||
"2022-08-08T00:00:00",
|
||
"2022-08-09T00:00:00",
|
||
"2022-08-10T00:00:00",
|
||
"2022-08-11T00:00:00",
|
||
"2022-08-12T00:00:00",
|
||
"2022-08-13T00:00:00",
|
||
"2022-08-14T00:00:00",
|
||
"2022-08-15T00:00:00",
|
||
"2022-08-16T00:00:00",
|
||
"2022-08-17T00:00:00",
|
||
"2022-08-18T00:00:00",
|
||
"2022-08-19T00:00:00",
|
||
"2022-08-20T00:00:00",
|
||
"2022-08-21T00:00:00",
|
||
"2022-08-22T00:00:00",
|
||
"2022-08-23T00:00:00",
|
||
"2022-08-24T00:00:00",
|
||
"2022-08-25T00:00:00",
|
||
"2022-08-26T00:00:00",
|
||
"2022-08-27T00:00:00",
|
||
"2022-08-28T00:00:00",
|
||
"2022-08-29T00:00:00",
|
||
"2022-08-30T00:00:00",
|
||
"2022-08-31T00:00:00",
|
||
"2022-09-01T00:00:00",
|
||
"2022-09-02T00:00:00",
|
||
"2022-09-03T00:00:00",
|
||
"2022-09-04T00:00:00",
|
||
"2022-09-05T00:00:00",
|
||
"2022-09-06T00:00:00",
|
||
"2022-09-07T00:00:00",
|
||
"2022-09-08T00:00:00",
|
||
"2022-09-09T00:00:00",
|
||
"2022-09-10T00:00:00",
|
||
"2022-09-11T00:00:00",
|
||
"2022-09-12T00:00:00",
|
||
"2022-09-13T00:00:00",
|
||
"2022-09-14T00:00:00",
|
||
"2022-09-15T00:00:00",
|
||
"2022-09-16T00:00:00",
|
||
"2022-09-17T00:00:00",
|
||
"2022-09-18T00:00:00",
|
||
"2022-09-19T00:00:00",
|
||
"2022-09-20T00:00:00",
|
||
"2022-09-21T00:00:00",
|
||
"2022-09-22T00:00:00",
|
||
"2022-09-23T00:00:00",
|
||
"2022-09-24T00:00:00",
|
||
"2022-09-25T00:00:00",
|
||
"2022-09-26T00:00:00",
|
||
"2022-09-27T00:00:00",
|
||
"2022-09-28T00:00:00",
|
||
"2022-09-29T00:00:00",
|
||
"2022-09-30T00:00:00",
|
||
"2022-10-01T00:00:00",
|
||
"2022-10-02T00:00:00",
|
||
"2022-10-03T00:00:00",
|
||
"2022-10-04T00:00:00",
|
||
"2022-10-05T00:00:00",
|
||
"2022-10-06T00:00:00",
|
||
"2022-10-07T00:00:00",
|
||
"2022-10-08T00:00:00",
|
||
"2022-10-09T00:00:00",
|
||
"2022-10-10T00:00:00",
|
||
"2022-10-11T00:00:00",
|
||
"2022-10-12T00:00:00",
|
||
"2022-10-13T00:00:00",
|
||
"2022-10-14T00:00:00",
|
||
"2022-10-15T00:00:00",
|
||
"2022-10-16T00:00:00",
|
||
"2022-10-17T00:00:00",
|
||
"2022-10-18T00:00:00",
|
||
"2022-10-19T00:00:00",
|
||
"2022-10-20T00:00:00",
|
||
"2022-10-21T00:00:00",
|
||
"2022-10-22T00:00:00",
|
||
"2022-10-23T00:00:00",
|
||
"2022-10-24T00:00:00",
|
||
"2022-10-25T00:00:00",
|
||
"2022-10-26T00:00:00",
|
||
"2022-10-27T00:00:00",
|
||
"2022-10-28T00:00:00",
|
||
"2022-10-29T00:00:00",
|
||
"2022-10-30T00:00:00",
|
||
"2022-10-31T00:00:00",
|
||
"2022-11-01T00:00:00",
|
||
"2022-11-02T00:00:00",
|
||
"2022-11-03T00:00:00",
|
||
"2022-11-04T00:00:00",
|
||
"2022-11-05T00:00:00",
|
||
"2022-11-06T00:00:00",
|
||
"2022-11-07T00:00:00",
|
||
"2022-11-08T00:00:00",
|
||
"2022-11-09T00:00:00",
|
||
"2022-11-10T00:00:00",
|
||
"2022-11-11T00:00:00",
|
||
"2022-11-12T00:00:00",
|
||
"2022-11-13T00:00:00",
|
||
"2022-11-14T00:00:00",
|
||
"2022-11-15T00:00:00",
|
||
"2022-11-16T00:00:00",
|
||
"2022-11-17T00:00:00",
|
||
"2022-11-18T00:00:00",
|
||
"2022-11-19T00:00:00",
|
||
"2022-11-20T00:00:00",
|
||
"2022-11-21T00:00:00",
|
||
"2022-11-22T00:00:00",
|
||
"2022-11-23T00:00:00",
|
||
"2022-11-24T00:00:00",
|
||
"2022-11-25T00:00:00",
|
||
"2022-11-26T00:00:00",
|
||
"2022-11-27T00:00:00",
|
||
"2022-11-28T00:00:00",
|
||
"2022-11-29T00:00:00",
|
||
"2022-11-30T00:00:00",
|
||
"2022-12-01T00:00:00",
|
||
"2022-12-02T00:00:00",
|
||
"2022-12-03T00:00:00",
|
||
"2022-12-04T00:00:00",
|
||
"2022-12-05T00:00:00",
|
||
"2022-12-06T00:00:00",
|
||
"2022-12-07T00:00:00",
|
||
"2022-12-08T00:00:00",
|
||
"2022-12-09T00:00:00",
|
||
"2022-12-10T00:00:00",
|
||
"2022-12-11T00:00:00",
|
||
"2022-12-12T00:00:00",
|
||
"2022-12-13T00:00:00",
|
||
"2022-12-14T00:00:00",
|
||
"2022-12-15T00:00:00",
|
||
"2022-12-16T00:00:00",
|
||
"2022-12-17T00:00:00",
|
||
"2022-12-18T00:00:00",
|
||
"2022-12-19T00:00:00",
|
||
"2022-12-20T00:00:00",
|
||
"2022-12-21T00:00:00",
|
||
"2022-12-22T00:00:00",
|
||
"2022-12-23T00:00:00",
|
||
"2022-12-24T00:00:00",
|
||
"2022-12-25T00:00:00",
|
||
"2022-12-26T00:00:00",
|
||
"2022-12-27T00:00:00",
|
||
"2022-12-28T00:00:00",
|
||
"2022-12-29T00:00:00",
|
||
"2022-12-30T00:00:00",
|
||
"2022-12-31T00:00:00",
|
||
"2023-01-01T00:00:00",
|
||
"2023-01-02T00:00:00",
|
||
"2023-01-03T00:00:00",
|
||
"2023-01-04T00:00:00",
|
||
"2023-01-05T00:00:00",
|
||
"2023-01-06T00:00:00",
|
||
"2023-01-07T00:00:00",
|
||
"2023-01-08T00:00:00",
|
||
"2023-01-09T00:00:00",
|
||
"2023-01-10T00:00:00",
|
||
"2023-01-11T00:00:00",
|
||
"2023-01-12T00:00:00",
|
||
"2023-01-13T00:00:00",
|
||
"2023-01-14T00:00:00",
|
||
"2023-01-15T00:00:00",
|
||
"2023-01-16T00:00:00",
|
||
"2023-01-17T00:00:00",
|
||
"2023-01-18T00:00:00",
|
||
"2023-01-19T00:00:00",
|
||
"2023-01-20T00:00:00",
|
||
"2023-01-21T00:00:00",
|
||
"2023-01-22T00:00:00",
|
||
"2023-01-23T00:00:00",
|
||
"2023-01-24T00:00:00",
|
||
"2023-01-25T00:00:00",
|
||
"2023-01-26T00:00:00",
|
||
"2023-01-27T00:00:00",
|
||
"2023-01-28T00:00:00",
|
||
"2023-01-29T00:00:00",
|
||
"2023-01-30T00:00:00",
|
||
"2023-01-31T00:00:00",
|
||
"2023-02-01T00:00:00",
|
||
"2023-02-02T00:00:00",
|
||
"2023-02-03T00:00:00",
|
||
"2023-02-04T00:00:00",
|
||
"2023-02-05T00:00:00",
|
||
"2023-02-06T00:00:00",
|
||
"2023-02-07T00:00:00",
|
||
"2023-02-08T00:00:00",
|
||
"2023-02-09T00:00:00",
|
||
"2023-02-10T00:00:00",
|
||
"2023-02-11T00:00:00",
|
||
"2023-02-12T00:00:00",
|
||
"2023-02-13T00:00:00",
|
||
"2023-02-14T00:00:00",
|
||
"2023-02-15T00:00:00",
|
||
"2023-02-16T00:00:00",
|
||
"2023-02-17T00:00:00",
|
||
"2023-02-18T00:00:00",
|
||
"2023-02-19T00:00:00",
|
||
"2023-02-20T00:00:00",
|
||
"2023-02-21T00:00:00",
|
||
"2023-02-22T00:00:00",
|
||
"2023-02-23T00:00:00",
|
||
"2023-02-24T00:00:00",
|
||
"2023-02-25T00:00:00",
|
||
"2023-02-26T00:00:00",
|
||
"2023-02-27T00:00:00",
|
||
"2023-02-28T00:00:00",
|
||
"2023-03-01T00:00:00",
|
||
"2023-03-02T00:00:00",
|
||
"2023-03-03T00:00:00",
|
||
"2023-03-04T00:00:00",
|
||
"2023-03-05T00:00:00",
|
||
"2023-03-06T00:00:00",
|
||
"2023-03-07T00:00:00",
|
||
"2023-03-08T00:00:00",
|
||
"2023-03-09T00:00:00",
|
||
"2023-03-10T00:00:00",
|
||
"2023-03-11T00:00:00",
|
||
"2023-03-12T00:00:00",
|
||
"2023-03-13T00:00:00",
|
||
"2023-03-14T00:00:00",
|
||
"2023-03-15T00:00:00",
|
||
"2023-03-16T00:00:00",
|
||
"2023-03-17T00:00:00",
|
||
"2023-03-18T00:00:00",
|
||
"2023-03-19T00:00:00",
|
||
"2023-03-20T00:00:00",
|
||
"2023-03-21T00:00:00",
|
||
"2023-03-22T00:00:00",
|
||
"2023-03-23T00:00:00",
|
||
"2023-03-24T00:00:00",
|
||
"2023-03-25T00:00:00",
|
||
"2023-03-26T00:00:00",
|
||
"2023-03-27T00:00:00",
|
||
"2023-03-28T00:00:00",
|
||
"2023-03-29T00:00:00",
|
||
"2023-03-30T00:00:00",
|
||
"2023-03-31T00:00:00",
|
||
"2023-04-01T00:00:00",
|
||
"2023-04-02T00:00:00",
|
||
"2023-04-03T00:00:00",
|
||
"2023-04-04T00:00:00",
|
||
"2023-04-05T00:00:00",
|
||
"2023-04-06T00:00:00",
|
||
"2023-04-07T00:00:00",
|
||
"2023-04-08T00:00:00",
|
||
"2023-04-09T00:00:00",
|
||
"2023-04-10T00:00:00",
|
||
"2023-04-11T00:00:00",
|
||
"2023-04-12T00:00:00",
|
||
"2023-04-13T00:00:00",
|
||
"2023-04-14T00:00:00",
|
||
"2023-04-15T00:00:00",
|
||
"2023-04-16T00:00:00",
|
||
"2023-04-17T00:00:00",
|
||
"2023-04-18T00:00:00",
|
||
"2023-04-19T00:00:00",
|
||
"2023-04-20T00:00:00",
|
||
"2023-04-21T00:00:00",
|
||
"2023-04-22T00:00:00",
|
||
"2023-04-23T00:00:00",
|
||
"2023-04-24T00:00:00",
|
||
"2023-04-25T00:00:00",
|
||
"2023-04-26T00:00:00",
|
||
"2023-04-27T00:00:00",
|
||
"2023-04-28T00:00:00",
|
||
"2023-04-29T00:00:00",
|
||
"2023-04-30T00:00:00",
|
||
"2023-05-01T00:00:00",
|
||
"2023-05-02T00:00:00",
|
||
"2023-05-03T00:00:00",
|
||
"2023-05-04T00:00:00",
|
||
"2023-05-05T00:00:00",
|
||
"2023-05-06T00:00:00",
|
||
"2023-05-07T00:00:00",
|
||
"2023-05-08T00:00:00",
|
||
"2023-05-09T00:00:00",
|
||
"2023-05-10T00:00:00",
|
||
"2023-05-11T00:00:00",
|
||
"2023-05-12T00:00:00",
|
||
"2023-05-13T00:00:00",
|
||
"2023-05-14T00:00:00",
|
||
"2023-05-15T00:00:00",
|
||
"2023-05-16T00:00:00",
|
||
"2023-05-17T00:00:00",
|
||
"2023-05-18T00:00:00",
|
||
"2023-05-19T00:00:00",
|
||
"2023-05-20T00:00:00",
|
||
"2023-05-21T00:00:00",
|
||
"2023-05-22T00:00:00",
|
||
"2023-05-23T00:00:00",
|
||
"2023-05-24T00:00:00",
|
||
"2023-05-25T00:00:00",
|
||
"2023-05-26T00:00:00",
|
||
"2023-05-27T00:00:00",
|
||
"2023-05-28T00:00:00",
|
||
"2023-05-29T00:00:00",
|
||
"2023-05-30T00:00:00",
|
||
"2023-05-31T00:00:00",
|
||
"2023-06-01T00:00:00",
|
||
"2023-06-02T00:00:00",
|
||
"2023-06-03T00:00:00",
|
||
"2023-06-04T00:00:00",
|
||
"2023-06-05T00:00:00",
|
||
"2023-06-06T00:00:00",
|
||
"2023-06-07T00:00:00",
|
||
"2023-06-08T00:00:00",
|
||
"2023-06-09T00:00:00",
|
||
"2023-06-10T00:00:00",
|
||
"2023-06-11T00:00:00",
|
||
"2023-06-12T00:00:00",
|
||
"2023-06-13T00:00:00",
|
||
"2023-06-14T00:00:00",
|
||
"2023-06-15T00:00:00",
|
||
"2023-06-16T00:00:00",
|
||
"2023-06-17T00:00:00",
|
||
"2023-06-18T00:00:00",
|
||
"2023-06-19T00:00:00",
|
||
"2023-06-20T00:00:00",
|
||
"2023-06-21T00:00:00",
|
||
"2023-06-22T00:00:00",
|
||
"2023-06-23T00:00:00",
|
||
"2023-06-24T00:00:00",
|
||
"2023-06-25T00:00:00",
|
||
"2023-06-26T00:00:00",
|
||
"2023-06-27T00:00:00",
|
||
"2023-06-28T00:00:00",
|
||
"2023-06-29T00:00:00",
|
||
"2023-06-30T00:00:00",
|
||
"2023-07-01T00:00:00",
|
||
"2023-07-02T00:00:00",
|
||
"2023-07-03T00:00:00",
|
||
"2023-07-04T00:00:00",
|
||
"2023-07-05T00:00:00",
|
||
"2023-07-06T00:00:00",
|
||
"2023-07-07T00:00:00",
|
||
"2023-07-08T00:00:00",
|
||
"2023-07-09T00:00:00",
|
||
"2023-07-10T00:00:00",
|
||
"2023-07-11T00:00:00",
|
||
"2023-07-12T00:00:00",
|
||
"2023-07-13T00:00:00",
|
||
"2023-07-14T00:00:00",
|
||
"2023-07-15T00:00:00",
|
||
"2023-07-16T00:00:00",
|
||
"2023-07-17T00:00:00",
|
||
"2023-07-18T00:00:00",
|
||
"2023-07-19T00:00:00",
|
||
"2023-07-20T00:00:00",
|
||
"2023-07-21T00:00:00",
|
||
"2023-07-22T00:00:00",
|
||
"2023-07-23T00:00:00",
|
||
"2023-07-24T00:00:00",
|
||
"2023-07-25T00:00:00",
|
||
"2023-07-26T00:00:00",
|
||
"2023-07-27T00:00:00",
|
||
"2023-07-28T00:00:00",
|
||
"2023-07-29T00:00:00",
|
||
"2023-07-30T00:00:00",
|
||
"2023-07-31T00:00:00",
|
||
"2023-08-01T00:00:00",
|
||
"2023-08-02T00:00:00",
|
||
"2023-08-03T00:00:00",
|
||
"2023-08-04T00:00:00",
|
||
"2023-08-05T00:00:00",
|
||
"2023-08-06T00:00:00",
|
||
"2023-08-07T00:00:00",
|
||
"2023-08-08T00:00:00",
|
||
"2023-08-09T00:00:00",
|
||
"2023-08-10T00:00:00",
|
||
"2023-08-11T00:00:00",
|
||
"2023-08-12T00:00:00",
|
||
"2023-08-13T00:00:00",
|
||
"2023-08-14T00:00:00",
|
||
"2023-08-15T00:00:00",
|
||
"2023-08-16T00:00:00",
|
||
"2023-08-17T00:00:00",
|
||
"2023-08-18T00:00:00",
|
||
"2023-08-19T00:00:00",
|
||
"2023-08-20T00:00:00",
|
||
"2023-08-21T00:00:00",
|
||
"2023-08-22T00:00:00",
|
||
"2023-08-23T00:00:00",
|
||
"2023-08-24T00:00:00",
|
||
"2023-08-25T00:00:00",
|
||
"2023-08-26T00:00:00",
|
||
"2023-08-27T00:00:00",
|
||
"2023-08-28T00:00:00",
|
||
"2023-08-29T00:00:00",
|
||
"2023-08-30T00:00:00",
|
||
"2023-08-31T00:00:00",
|
||
"2023-09-01T00:00:00",
|
||
"2023-09-02T00:00:00",
|
||
"2023-09-03T00:00:00",
|
||
"2023-09-04T00:00:00",
|
||
"2023-09-05T00:00:00",
|
||
"2023-09-06T00:00:00",
|
||
"2023-09-07T00:00:00",
|
||
"2023-09-08T00:00:00",
|
||
"2023-09-09T00:00:00",
|
||
"2023-09-10T00:00:00",
|
||
"2023-09-11T00:00:00",
|
||
"2023-09-12T00:00:00",
|
||
"2023-09-13T00:00:00",
|
||
"2023-09-14T00:00:00",
|
||
"2023-09-15T00:00:00",
|
||
"2023-09-16T00:00:00",
|
||
"2023-09-17T00:00:00",
|
||
"2023-09-18T00:00:00",
|
||
"2023-09-19T00:00:00",
|
||
"2023-09-20T00:00:00",
|
||
"2023-09-21T00:00:00",
|
||
"2023-09-22T00:00:00",
|
||
"2023-09-23T00:00:00",
|
||
"2023-09-24T00:00:00",
|
||
"2023-09-25T00:00:00",
|
||
"2023-09-26T00:00:00",
|
||
"2023-09-27T00:00:00",
|
||
"2023-09-28T00:00:00",
|
||
"2023-09-29T00:00:00",
|
||
"2023-09-30T00:00:00",
|
||
"2023-10-01T00:00:00",
|
||
"2023-10-02T00:00:00",
|
||
"2023-10-03T00:00:00",
|
||
"2023-10-04T00:00:00",
|
||
"2023-10-05T00:00:00",
|
||
"2023-10-06T00:00:00",
|
||
"2023-10-07T00:00:00",
|
||
"2023-10-08T00:00:00",
|
||
"2023-10-09T00:00:00",
|
||
"2023-10-10T00:00:00",
|
||
"2023-10-11T00:00:00",
|
||
"2023-10-12T00:00:00",
|
||
"2023-10-13T00:00:00",
|
||
"2023-10-14T00:00:00",
|
||
"2023-10-15T00:00:00",
|
||
"2023-10-16T00:00:00",
|
||
"2023-10-17T00:00:00",
|
||
"2023-10-18T00:00:00",
|
||
"2023-10-19T00:00:00",
|
||
"2023-10-20T00:00:00",
|
||
"2023-10-21T00:00:00",
|
||
"2023-10-22T00:00:00",
|
||
"2023-10-23T00:00:00",
|
||
"2023-10-24T00:00:00",
|
||
"2023-10-25T00:00:00",
|
||
"2023-10-26T00:00:00",
|
||
"2023-10-27T00:00:00",
|
||
"2023-10-28T00:00:00",
|
||
"2023-10-29T00:00:00",
|
||
"2023-10-30T00:00:00",
|
||
"2023-10-31T00:00:00",
|
||
"2023-11-01T00:00:00",
|
||
"2023-11-02T00:00:00",
|
||
"2023-11-03T00:00:00",
|
||
"2023-11-04T00:00:00",
|
||
"2023-11-05T00:00:00",
|
||
"2023-11-06T00:00:00",
|
||
"2023-11-07T00:00:00",
|
||
"2023-11-08T00:00:00",
|
||
"2023-11-09T00:00:00",
|
||
"2023-11-10T00:00:00",
|
||
"2023-11-11T00:00:00",
|
||
"2023-11-12T00:00:00",
|
||
"2023-11-13T00:00:00",
|
||
"2023-11-14T00:00:00",
|
||
"2023-11-15T00:00:00",
|
||
"2023-11-16T00:00:00",
|
||
"2023-11-17T00:00:00",
|
||
"2023-11-18T00:00:00",
|
||
"2023-11-19T00:00:00",
|
||
"2023-11-20T00:00:00",
|
||
"2023-11-21T00:00:00",
|
||
"2023-11-22T00:00:00",
|
||
"2023-11-23T00:00:00",
|
||
"2023-11-24T00:00:00",
|
||
"2023-11-25T00:00:00",
|
||
"2023-11-26T00:00:00",
|
||
"2023-11-27T00:00:00",
|
||
"2023-11-28T00:00:00",
|
||
"2023-11-29T00:00:00",
|
||
"2023-11-30T00:00:00",
|
||
"2023-12-01T00:00:00",
|
||
"2023-12-02T00:00:00",
|
||
"2023-12-03T00:00:00",
|
||
"2023-12-04T00:00:00",
|
||
"2023-12-05T00:00:00",
|
||
"2023-12-06T00:00:00",
|
||
"2023-12-07T00:00:00",
|
||
"2023-12-08T00:00:00",
|
||
"2023-12-09T00:00:00",
|
||
"2023-12-10T00:00:00",
|
||
"2023-12-11T00:00:00",
|
||
"2023-12-12T00:00:00",
|
||
"2023-12-13T00:00:00",
|
||
"2023-12-14T00:00:00",
|
||
"2023-12-15T00:00:00",
|
||
"2023-12-16T00:00:00",
|
||
"2023-12-17T00:00:00",
|
||
"2023-12-18T00:00:00",
|
||
"2023-12-19T00:00:00",
|
||
"2023-12-20T00:00:00",
|
||
"2023-12-21T00:00:00",
|
||
"2023-12-22T00:00:00",
|
||
"2023-12-23T00:00:00",
|
||
"2023-12-24T00:00:00",
|
||
"2023-12-25T00:00:00",
|
||
"2023-12-26T00:00:00",
|
||
"2023-12-27T00:00:00",
|
||
"2023-12-28T00:00:00",
|
||
"2023-12-29T00:00:00",
|
||
"2023-12-30T00:00:00",
|
||
"2023-12-31T00:00:00",
|
||
"2024-01-01T00:00:00",
|
||
"2024-01-02T00:00:00",
|
||
"2024-01-03T00:00:00",
|
||
"2024-01-04T00:00:00",
|
||
"2024-01-05T00:00:00",
|
||
"2024-01-06T00:00:00",
|
||
"2024-01-07T00:00:00",
|
||
"2024-01-08T00:00:00",
|
||
"2024-01-09T00:00:00",
|
||
"2024-01-10T00:00:00",
|
||
"2024-01-11T00:00:00",
|
||
"2024-01-12T00:00:00",
|
||
"2024-01-13T00:00:00",
|
||
"2024-01-14T00:00:00",
|
||
"2024-01-15T00:00:00",
|
||
"2024-01-16T00:00:00",
|
||
"2024-01-17T00:00:00",
|
||
"2024-01-18T00:00:00",
|
||
"2024-01-19T00:00:00",
|
||
"2024-01-20T00:00:00",
|
||
"2024-01-21T00:00:00",
|
||
"2024-01-22T00:00:00",
|
||
"2024-01-23T00:00:00",
|
||
"2024-01-24T00:00:00",
|
||
"2024-01-25T00:00:00",
|
||
"2024-01-26T00:00:00",
|
||
"2024-01-27T00:00:00",
|
||
"2024-01-28T00:00:00",
|
||
"2024-01-29T00:00:00",
|
||
"2024-01-30T00:00:00",
|
||
"2024-01-31T00:00:00",
|
||
"2024-02-01T00:00:00",
|
||
"2024-02-02T00:00:00",
|
||
"2024-02-03T00:00:00",
|
||
"2024-02-04T00:00:00",
|
||
"2024-02-05T00:00:00",
|
||
"2024-02-06T00:00:00",
|
||
"2024-02-07T00:00:00",
|
||
"2024-02-08T00:00:00",
|
||
"2024-02-09T00:00:00",
|
||
"2024-02-10T00:00:00",
|
||
"2024-02-11T00:00:00",
|
||
"2024-02-12T00:00:00",
|
||
"2024-02-13T00:00:00",
|
||
"2024-02-14T00:00:00",
|
||
"2024-02-15T00:00:00",
|
||
"2024-02-16T00:00:00",
|
||
"2024-02-17T00:00:00",
|
||
"2024-02-18T00:00:00",
|
||
"2024-02-19T00:00:00",
|
||
"2024-02-20T00:00:00",
|
||
"2024-02-21T00:00:00",
|
||
"2024-02-22T00:00:00",
|
||
"2024-02-23T00:00:00",
|
||
"2024-02-24T00:00:00",
|
||
"2024-02-25T00:00:00",
|
||
"2024-02-26T00:00:00",
|
||
"2024-02-27T00:00:00",
|
||
"2024-02-28T00:00:00",
|
||
"2024-02-29T00:00:00",
|
||
"2024-03-01T00:00:00",
|
||
"2024-03-02T00:00:00",
|
||
"2024-03-03T00:00:00",
|
||
"2024-03-04T00:00:00",
|
||
"2024-03-05T00:00:00",
|
||
"2024-03-06T00:00:00",
|
||
"2024-03-07T00:00:00",
|
||
"2024-03-08T00:00:00",
|
||
"2024-03-09T00:00:00",
|
||
"2024-03-10T00:00:00",
|
||
"2024-03-11T00:00:00",
|
||
"2024-03-12T00:00:00",
|
||
"2024-03-13T00:00:00",
|
||
"2024-03-14T00:00:00",
|
||
"2024-03-15T00:00:00",
|
||
"2024-03-16T00:00:00",
|
||
"2024-03-17T00:00:00",
|
||
"2024-03-18T00:00:00",
|
||
"2024-03-19T00:00:00",
|
||
"2024-03-20T00:00:00",
|
||
"2024-03-21T00:00:00",
|
||
"2024-03-22T00:00:00",
|
||
"2024-03-23T00:00:00",
|
||
"2024-03-24T00:00:00",
|
||
"2024-03-25T00:00:00",
|
||
"2024-03-26T00:00:00",
|
||
"2024-03-27T00:00:00",
|
||
"2024-03-28T00:00:00",
|
||
"2024-03-29T00:00:00",
|
||
"2024-03-30T00:00:00",
|
||
"2024-03-31T00:00:00",
|
||
"2024-04-01T00:00:00",
|
||
"2024-04-02T00:00:00",
|
||
"2024-04-03T00:00:00",
|
||
"2024-04-04T00:00:00",
|
||
"2024-04-05T00:00:00",
|
||
"2024-04-06T00:00:00",
|
||
"2024-04-07T00:00:00",
|
||
"2024-04-08T00:00:00",
|
||
"2024-04-09T00:00:00",
|
||
"2024-04-10T00:00:00",
|
||
"2024-04-11T00:00:00",
|
||
"2024-04-12T00:00:00",
|
||
"2024-04-13T00:00:00",
|
||
"2024-04-14T00:00:00",
|
||
"2024-04-15T00:00:00",
|
||
"2024-04-16T00:00:00",
|
||
"2024-04-17T00:00:00",
|
||
"2024-04-18T00:00:00",
|
||
"2024-04-19T00:00:00",
|
||
"2024-04-20T00:00:00",
|
||
"2024-04-21T00:00:00",
|
||
"2024-04-22T00:00:00",
|
||
"2024-04-23T00:00:00",
|
||
"2024-04-24T00:00:00",
|
||
"2024-04-25T00:00:00",
|
||
"2024-04-26T00:00:00",
|
||
"2024-04-27T00:00:00",
|
||
"2024-04-28T00:00:00",
|
||
"2024-04-29T00:00:00",
|
||
"2024-04-30T00:00:00",
|
||
"2024-05-01T00:00:00",
|
||
"2024-05-02T00:00:00",
|
||
"2024-05-03T00:00:00",
|
||
"2024-05-04T00:00:00",
|
||
"2024-05-05T00:00:00",
|
||
"2024-05-06T00:00:00",
|
||
"2024-05-07T00:00:00",
|
||
"2024-05-08T00:00:00",
|
||
"2024-05-09T00:00:00",
|
||
"2024-05-10T00:00:00",
|
||
"2024-05-11T00:00:00",
|
||
"2024-05-12T00:00:00",
|
||
"2024-05-13T00:00:00",
|
||
"2024-05-14T00:00:00",
|
||
"2024-05-15T00:00:00",
|
||
"2024-05-16T00:00:00",
|
||
"2024-05-17T00:00:00",
|
||
"2024-05-18T00:00:00",
|
||
"2024-05-19T00:00:00",
|
||
"2024-05-20T00:00:00",
|
||
"2024-05-21T00:00:00",
|
||
"2024-05-22T00:00:00",
|
||
"2024-05-23T00:00:00",
|
||
"2024-05-24T00:00:00",
|
||
"2024-05-25T00:00:00",
|
||
"2024-05-26T00:00:00",
|
||
"2024-05-27T00:00:00",
|
||
"2024-05-28T00:00:00",
|
||
"2024-05-29T00:00:00",
|
||
"2024-05-30T00:00:00",
|
||
"2024-05-31T00:00:00",
|
||
"2024-06-01T00:00:00",
|
||
"2024-06-02T00:00:00",
|
||
"2024-06-03T00:00:00",
|
||
"2024-06-04T00:00:00",
|
||
"2024-06-05T00:00:00",
|
||
"2024-06-06T00:00:00",
|
||
"2024-06-07T00:00:00",
|
||
"2024-06-08T00:00:00",
|
||
"2024-06-09T00:00:00",
|
||
"2024-06-10T00:00:00",
|
||
"2024-06-11T00:00:00",
|
||
"2024-06-12T00:00:00",
|
||
"2024-06-13T00:00:00",
|
||
"2024-06-14T00:00:00",
|
||
"2024-06-15T00:00:00",
|
||
"2024-06-16T00:00:00",
|
||
"2024-06-17T00:00:00",
|
||
"2024-06-18T00:00:00",
|
||
"2024-06-19T00:00:00",
|
||
"2024-06-20T00:00:00",
|
||
"2024-06-21T00:00:00",
|
||
"2024-06-22T00:00:00",
|
||
"2024-06-23T00:00:00",
|
||
"2024-06-24T00:00:00",
|
||
"2024-06-25T00:00:00",
|
||
"2024-06-26T00:00:00",
|
||
"2024-06-27T00:00:00",
|
||
"2024-06-28T00:00:00",
|
||
"2024-06-29T00:00:00",
|
||
"2024-06-30T00:00:00",
|
||
"2024-07-01T00:00:00",
|
||
"2024-07-02T00:00:00",
|
||
"2024-07-03T00:00:00",
|
||
"2024-07-04T00:00:00",
|
||
"2024-07-05T00:00:00",
|
||
"2024-07-06T00:00:00",
|
||
"2024-07-07T00:00:00",
|
||
"2024-07-08T00:00:00",
|
||
"2024-07-09T00:00:00",
|
||
"2024-07-10T00:00:00",
|
||
"2024-07-11T00:00:00",
|
||
"2024-07-12T00:00:00",
|
||
"2024-07-13T00:00:00",
|
||
"2024-07-14T00:00:00",
|
||
"2024-07-15T00:00:00",
|
||
"2024-07-16T00:00:00",
|
||
"2024-07-17T00:00:00",
|
||
"2024-07-18T00:00:00",
|
||
"2024-07-19T00:00:00",
|
||
"2024-07-20T00:00:00",
|
||
"2024-07-21T00:00:00",
|
||
"2024-07-22T00:00:00",
|
||
"2024-07-23T00:00:00",
|
||
"2024-07-24T00:00:00",
|
||
"2024-07-25T00:00:00",
|
||
"2024-07-26T00:00:00",
|
||
"2024-07-27T00:00:00",
|
||
"2024-07-28T00:00:00",
|
||
"2024-07-29T00:00:00",
|
||
"2024-07-30T00:00:00",
|
||
"2024-07-31T00:00:00",
|
||
"2024-08-01T00:00:00",
|
||
"2024-08-02T00:00:00",
|
||
"2024-08-03T00:00:00",
|
||
"2024-08-04T00:00:00",
|
||
"2024-08-05T00:00:00",
|
||
"2024-08-06T00:00:00",
|
||
"2024-08-07T00:00:00",
|
||
"2024-08-08T00:00:00",
|
||
"2024-08-09T00:00:00",
|
||
"2024-08-10T00:00:00",
|
||
"2024-08-11T00:00:00",
|
||
"2024-08-12T00:00:00",
|
||
"2024-08-13T00:00:00",
|
||
"2024-08-14T00:00:00",
|
||
"2024-08-15T00:00:00",
|
||
"2024-08-16T00:00:00",
|
||
"2024-08-17T00:00:00",
|
||
"2024-08-18T00:00:00",
|
||
"2024-08-19T00:00:00",
|
||
"2024-08-20T00:00:00",
|
||
"2024-08-21T00:00:00",
|
||
"2024-08-22T00:00:00",
|
||
"2024-08-23T00:00:00",
|
||
"2024-08-24T00:00:00",
|
||
"2024-08-25T00:00:00",
|
||
"2024-08-26T00:00:00",
|
||
"2024-08-27T00:00:00",
|
||
"2024-08-28T00:00:00",
|
||
"2024-08-29T00:00:00",
|
||
"2024-08-30T00:00:00",
|
||
"2024-08-31T00:00:00",
|
||
"2024-09-01T00:00:00",
|
||
"2024-09-02T00:00:00",
|
||
"2024-09-03T00:00:00",
|
||
"2024-09-04T00:00:00",
|
||
"2024-09-05T00:00:00",
|
||
"2024-09-06T00:00:00",
|
||
"2024-09-07T00:00:00",
|
||
"2024-09-08T00:00:00",
|
||
"2024-09-09T00:00:00",
|
||
"2024-09-10T00:00:00",
|
||
"2024-09-11T00:00:00",
|
||
"2024-09-12T00:00:00",
|
||
"2024-09-13T00:00:00",
|
||
"2024-09-14T00:00:00",
|
||
"2024-09-15T00:00:00",
|
||
"2024-09-16T00:00:00",
|
||
"2024-09-17T00:00:00",
|
||
"2024-09-18T00:00:00",
|
||
"2024-09-19T00:00:00",
|
||
"2024-09-20T00:00:00",
|
||
"2024-09-21T00:00:00",
|
||
"2024-09-22T00:00:00",
|
||
"2024-09-23T00:00:00",
|
||
"2024-09-24T00:00:00",
|
||
"2024-09-25T00:00:00",
|
||
"2024-09-26T00:00:00",
|
||
"2024-09-27T00:00:00",
|
||
"2024-09-28T00:00:00",
|
||
"2024-09-29T00:00:00",
|
||
"2024-09-30T00:00:00",
|
||
"2024-10-01T00:00:00",
|
||
"2024-10-02T00:00:00",
|
||
"2024-10-03T00:00:00",
|
||
"2024-10-04T00:00:00",
|
||
"2024-10-05T00:00:00",
|
||
"2024-10-06T00:00:00",
|
||
"2024-10-07T00:00:00",
|
||
"2024-10-08T00:00:00",
|
||
"2024-10-09T00:00:00",
|
||
"2024-10-10T00:00:00",
|
||
"2024-10-11T00:00:00",
|
||
"2024-10-12T00:00:00",
|
||
"2024-10-13T00:00:00",
|
||
"2024-10-14T00:00:00",
|
||
"2024-10-15T00:00:00",
|
||
"2024-10-16T00:00:00",
|
||
"2024-10-17T00:00:00",
|
||
"2024-10-18T00:00:00",
|
||
"2024-10-19T00:00:00",
|
||
"2024-10-20T00:00:00",
|
||
"2024-10-21T00:00:00",
|
||
"2024-10-22T00:00:00",
|
||
"2024-10-23T00:00:00",
|
||
"2024-10-24T00:00:00",
|
||
"2024-10-25T00:00:00",
|
||
"2024-10-26T00:00:00",
|
||
"2024-10-27T00:00:00",
|
||
"2024-10-28T00:00:00",
|
||
"2024-10-29T00:00:00",
|
||
"2024-10-30T00:00:00",
|
||
"2024-10-31T00:00:00",
|
||
"2024-11-01T00:00:00",
|
||
"2024-11-02T00:00:00",
|
||
"2024-11-03T00:00:00",
|
||
"2024-11-04T00:00:00",
|
||
"2024-11-05T00:00:00",
|
||
"2024-11-06T00:00:00",
|
||
"2024-11-07T00:00:00",
|
||
"2024-11-08T00:00:00",
|
||
"2024-11-09T00:00:00",
|
||
"2024-11-10T00:00:00",
|
||
"2024-11-11T00:00:00",
|
||
"2024-11-12T00:00:00",
|
||
"2024-11-13T00:00:00",
|
||
"2024-11-14T00:00:00",
|
||
"2024-11-15T00:00:00",
|
||
"2024-11-16T00:00:00",
|
||
"2024-11-17T00:00:00",
|
||
"2024-11-18T00:00:00",
|
||
"2024-11-19T00:00:00",
|
||
"2024-11-20T00:00:00",
|
||
"2024-11-21T00:00:00",
|
||
"2024-11-22T00:00:00",
|
||
"2024-11-23T00:00:00",
|
||
"2024-11-24T00:00:00",
|
||
"2024-11-25T00:00:00",
|
||
"2024-11-26T00:00:00",
|
||
"2024-11-27T00:00:00",
|
||
"2024-11-28T00:00:00",
|
||
"2024-11-29T00:00:00",
|
||
"2024-11-30T00:00:00",
|
||
"2024-12-01T00:00:00",
|
||
"2024-12-02T00:00:00",
|
||
"2024-12-03T00:00:00",
|
||
"2024-12-04T00:00:00",
|
||
"2024-12-05T00:00:00",
|
||
"2024-12-06T00:00:00",
|
||
"2024-12-07T00:00:00",
|
||
"2024-12-08T00:00:00",
|
||
"2024-12-09T00:00:00",
|
||
"2024-12-10T00:00:00",
|
||
"2024-12-11T00:00:00",
|
||
"2024-12-12T00:00:00",
|
||
"2024-12-13T00:00:00",
|
||
"2024-12-14T00:00:00",
|
||
"2024-12-15T00:00:00",
|
||
"2024-12-16T00:00:00",
|
||
"2024-12-17T00:00:00",
|
||
"2024-12-18T00:00:00",
|
||
"2024-12-19T00:00:00",
|
||
"2024-12-20T00:00:00",
|
||
"2024-12-21T00:00:00",
|
||
"2024-12-22T00:00:00",
|
||
"2024-12-23T00:00:00",
|
||
"2024-12-24T00:00:00",
|
||
"2024-12-25T00:00:00",
|
||
"2024-12-26T00:00:00",
|
||
"2024-12-27T00:00:00",
|
||
"2024-12-28T00:00:00",
|
||
"2024-12-29T00:00:00",
|
||
"2024-12-30T00:00:00",
|
||
"2024-12-31T00:00:00",
|
||
"2025-01-01T00:00:00",
|
||
"2025-01-02T00:00:00",
|
||
"2025-01-03T00:00:00",
|
||
"2025-01-04T00:00:00",
|
||
"2025-01-05T00:00:00",
|
||
"2025-01-06T00:00:00",
|
||
"2025-01-07T00:00:00",
|
||
"2025-01-08T00:00:00",
|
||
"2025-01-09T00:00:00",
|
||
"2025-01-10T00:00:00",
|
||
"2025-01-11T00:00:00",
|
||
"2025-01-12T00:00:00",
|
||
"2025-01-13T00:00:00",
|
||
"2025-01-14T00:00:00",
|
||
"2025-01-15T00:00:00",
|
||
"2025-01-16T00:00:00",
|
||
"2025-01-17T00:00:00",
|
||
"2025-01-18T00:00:00",
|
||
"2025-01-19T00:00:00",
|
||
"2025-01-20T00:00:00",
|
||
"2025-01-21T00:00:00",
|
||
"2025-01-22T00:00:00",
|
||
"2025-01-23T00:00:00",
|
||
"2025-01-24T00:00:00",
|
||
"2025-01-25T00:00:00",
|
||
"2025-01-26T00:00:00",
|
||
"2025-01-27T00:00:00",
|
||
"2025-01-28T00:00:00",
|
||
"2025-01-29T00:00:00",
|
||
"2025-01-30T00:00:00",
|
||
"2025-01-31T00:00:00",
|
||
"2025-02-01T00:00:00",
|
||
"2025-02-02T00:00:00",
|
||
"2025-02-03T00:00:00",
|
||
"2025-02-04T00:00:00",
|
||
"2025-02-05T00:00:00",
|
||
"2025-02-06T00:00:00",
|
||
"2025-02-07T00:00:00",
|
||
"2025-02-08T00:00:00",
|
||
"2025-02-09T00:00:00",
|
||
"2025-02-10T00:00:00",
|
||
"2025-02-11T00:00:00",
|
||
"2025-02-12T00:00:00",
|
||
"2025-02-13T00:00:00",
|
||
"2025-02-14T00:00:00",
|
||
"2025-02-15T00:00:00",
|
||
"2025-02-16T00:00:00",
|
||
"2025-02-17T00:00:00",
|
||
"2025-02-18T00:00:00",
|
||
"2025-02-19T00:00:00",
|
||
"2025-02-20T00:00:00",
|
||
"2025-02-21T00:00:00",
|
||
"2025-02-22T00:00:00",
|
||
"2025-02-23T00:00:00",
|
||
"2025-02-24T00:00:00",
|
||
"2025-02-25T00:00:00",
|
||
"2025-02-26T00:00:00",
|
||
"2025-02-27T00:00:00",
|
||
"2025-02-28T00:00:00",
|
||
"2025-03-01T00:00:00",
|
||
"2025-03-02T00:00:00",
|
||
"2025-03-03T00:00:00",
|
||
"2025-03-04T00:00:00",
|
||
"2025-03-05T00:00:00",
|
||
"2025-03-06T00:00:00",
|
||
"2025-03-07T00:00:00",
|
||
"2025-03-08T00:00:00",
|
||
"2025-03-09T00:00:00",
|
||
"2025-03-10T00:00:00",
|
||
"2025-03-11T00:00:00",
|
||
"2025-03-12T00:00:00",
|
||
"2025-03-13T00:00:00",
|
||
"2025-03-14T00:00:00",
|
||
"2025-03-15T00:00:00",
|
||
"2025-03-16T00:00:00",
|
||
"2025-03-17T00:00:00",
|
||
"2025-03-18T00:00:00",
|
||
"2025-03-19T00:00:00",
|
||
"2025-03-20T00:00:00",
|
||
"2025-03-21T00:00:00",
|
||
"2025-03-22T00:00:00",
|
||
"2025-03-23T00:00:00",
|
||
"2025-03-24T00:00:00",
|
||
"2025-03-25T00:00:00",
|
||
"2025-03-26T00:00:00",
|
||
"2025-03-27T00:00:00",
|
||
"2025-03-28T00:00:00",
|
||
"2025-03-29T00:00:00",
|
||
"2025-03-30T00:00:00",
|
||
"2025-03-31T00:00:00",
|
||
"2025-04-01T00:00:00",
|
||
"2025-04-02T00:00:00",
|
||
"2025-04-03T00:00:00",
|
||
"2025-04-04T00:00:00",
|
||
"2025-04-05T00:00:00",
|
||
"2025-04-06T00:00:00",
|
||
"2025-04-07T00:00:00",
|
||
"2025-04-08T00:00:00",
|
||
"2025-04-09T00:00:00",
|
||
"2025-04-10T00:00:00",
|
||
"2025-04-11T00:00:00",
|
||
"2025-04-12T00:00:00",
|
||
"2025-04-13T00:00:00",
|
||
"2025-04-14T00:00:00",
|
||
"2025-04-15T00:00:00",
|
||
"2025-04-16T00:00:00",
|
||
"2025-04-17T00:00:00",
|
||
"2025-04-18T00:00:00",
|
||
"2025-04-19T00:00:00",
|
||
"2025-04-20T00:00:00",
|
||
"2025-04-21T00:00:00",
|
||
"2025-04-22T00:00:00",
|
||
"2025-04-23T00:00:00",
|
||
"2025-04-24T00:00:00",
|
||
"2025-04-25T00:00:00",
|
||
"2025-04-26T00:00:00",
|
||
"2025-04-27T00:00:00",
|
||
"2025-04-28T00:00:00",
|
||
"2025-04-29T00:00:00",
|
||
"2025-04-30T00:00:00",
|
||
"2025-05-01T00:00:00",
|
||
"2025-05-02T00:00:00",
|
||
"2025-05-03T00:00:00",
|
||
"2025-05-04T00:00:00",
|
||
"2025-05-05T00:00:00",
|
||
"2025-05-06T00:00:00",
|
||
"2025-05-07T00:00:00",
|
||
"2025-05-08T00:00:00",
|
||
"2025-05-09T00:00:00",
|
||
"2025-05-10T00:00:00",
|
||
"2025-05-11T00:00:00",
|
||
"2025-05-12T00:00:00",
|
||
"2025-05-13T00:00:00",
|
||
"2025-05-14T00:00:00",
|
||
"2025-05-15T00:00:00",
|
||
"2025-05-16T00:00:00",
|
||
"2025-05-17T00:00:00",
|
||
"2025-05-18T00:00:00",
|
||
"2025-05-19T00:00:00",
|
||
"2025-05-20T00:00:00",
|
||
"2025-05-21T00:00:00",
|
||
"2025-05-22T00:00:00",
|
||
"2025-05-23T00:00:00",
|
||
"2025-05-24T00:00:00",
|
||
"2025-05-25T00:00:00",
|
||
"2025-05-26T00:00:00",
|
||
"2025-05-27T00:00:00",
|
||
"2025-05-28T00:00:00",
|
||
"2025-05-29T00:00:00",
|
||
"2025-05-30T00:00:00",
|
||
"2025-05-31T00:00:00",
|
||
"2025-06-01T00:00:00",
|
||
"2025-06-02T00:00:00",
|
||
"2025-06-03T00:00:00",
|
||
"2025-06-04T00:00:00",
|
||
"2025-06-05T00:00:00",
|
||
"2025-06-06T00:00:00",
|
||
"2025-06-07T00:00:00",
|
||
"2025-06-08T00:00:00",
|
||
"2025-06-09T00:00:00",
|
||
"2025-06-10T00:00:00",
|
||
"2025-06-11T00:00:00",
|
||
"2025-06-12T00:00:00",
|
||
"2025-06-13T00:00:00",
|
||
"2025-06-14T00:00:00",
|
||
"2025-06-15T00:00:00",
|
||
"2025-06-16T00:00:00",
|
||
"2025-06-17T00:00:00",
|
||
"2025-06-18T00:00:00",
|
||
"2025-06-19T00:00:00",
|
||
"2025-06-20T00:00:00",
|
||
"2025-06-21T00:00:00",
|
||
"2025-06-22T00:00:00",
|
||
"2025-06-23T00:00:00",
|
||
"2025-06-24T00:00:00",
|
||
"2025-06-25T00:00:00",
|
||
"2025-06-26T00:00:00",
|
||
"2025-06-27T00:00:00",
|
||
"2025-06-28T00:00:00",
|
||
"2025-06-29T00:00:00",
|
||
"2025-06-30T00:00:00",
|
||
"2025-07-01T00:00:00",
|
||
"2025-07-02T00:00:00",
|
||
"2025-07-03T00:00:00",
|
||
"2025-07-04T00:00:00",
|
||
"2025-07-05T00:00:00",
|
||
"2025-07-06T00:00:00",
|
||
"2025-07-07T00:00:00",
|
||
"2025-07-08T00:00:00",
|
||
"2025-07-09T00:00:00",
|
||
"2025-07-10T00:00:00",
|
||
"2025-07-11T00:00:00",
|
||
"2025-07-12T00:00:00",
|
||
"2025-07-13T00:00:00",
|
||
"2025-07-14T00:00:00",
|
||
"2025-07-15T00:00:00",
|
||
"2025-07-16T00:00:00",
|
||
"2025-07-17T00:00:00",
|
||
"2025-07-18T00:00:00",
|
||
"2025-07-19T00:00:00",
|
||
"2025-07-20T00:00:00",
|
||
"2025-07-21T00:00:00",
|
||
"2025-07-22T00:00:00",
|
||
"2025-07-23T00:00:00",
|
||
"2025-07-24T00:00:00",
|
||
"2025-07-25T00:00:00",
|
||
"2025-07-26T00:00:00",
|
||
"2025-07-27T00:00:00",
|
||
"2025-07-28T00:00:00",
|
||
"2025-07-29T00:00:00",
|
||
"2025-07-30T00:00:00",
|
||
"2025-07-31T00:00:00",
|
||
"2025-08-01T00:00:00",
|
||
"2025-08-02T00:00:00",
|
||
"2025-08-03T00:00:00",
|
||
"2025-08-04T00:00:00",
|
||
"2025-08-05T00:00:00",
|
||
"2025-08-06T00:00:00",
|
||
"2025-08-07T00:00:00",
|
||
"2025-08-08T00:00:00",
|
||
"2025-08-09T00:00:00",
|
||
"2025-08-10T00:00:00",
|
||
"2025-08-11T00:00:00",
|
||
"2025-08-12T00:00:00",
|
||
"2025-08-13T00:00:00",
|
||
"2025-08-14T00:00:00",
|
||
"2025-08-15T00:00:00",
|
||
"2025-08-16T00:00:00",
|
||
"2025-08-17T00:00:00",
|
||
"2025-08-18T00:00:00",
|
||
"2025-08-19T00:00:00",
|
||
"2025-08-20T00:00:00",
|
||
"2025-08-21T00:00:00",
|
||
"2025-08-22T00:00:00",
|
||
"2025-08-23T00:00:00",
|
||
"2025-08-24T00:00:00",
|
||
"2025-08-25T00:00:00",
|
||
"2025-08-26T00:00:00",
|
||
"2025-08-27T00:00:00",
|
||
"2025-08-28T00:00:00",
|
||
"2025-08-29T00:00:00",
|
||
"2025-08-30T00:00:00",
|
||
"2025-08-31T00:00:00",
|
||
"2025-09-01T00:00:00",
|
||
"2025-09-02T00:00:00",
|
||
"2025-09-03T00:00:00",
|
||
"2025-09-04T00:00:00",
|
||
"2025-09-05T00:00:00",
|
||
"2025-09-06T00:00:00",
|
||
"2025-09-07T00:00:00",
|
||
"2025-09-08T00:00:00",
|
||
"2025-09-09T00:00:00",
|
||
"2025-09-10T00:00:00",
|
||
"2025-09-11T00:00:00",
|
||
"2025-09-12T00:00:00",
|
||
"2025-09-13T00:00:00",
|
||
"2025-09-14T00:00:00",
|
||
"2025-09-15T00:00:00",
|
||
"2025-09-16T00:00:00",
|
||
"2025-09-17T00:00:00",
|
||
"2025-09-18T00:00:00",
|
||
"2025-09-19T00:00:00",
|
||
"2025-09-20T00:00:00",
|
||
"2025-09-21T00:00:00",
|
||
"2025-09-22T00:00:00",
|
||
"2025-09-23T00:00:00",
|
||
"2025-09-24T00:00:00",
|
||
"2025-09-25T00:00:00",
|
||
"2025-09-26T00:00:00",
|
||
"2025-09-27T00:00:00",
|
||
"2025-09-28T00:00:00",
|
||
"2025-09-29T00:00:00",
|
||
"2025-09-30T00:00:00",
|
||
"2025-10-01T00:00:00",
|
||
"2025-10-02T00:00:00",
|
||
"2025-10-03T00:00:00",
|
||
"2025-10-04T00:00:00",
|
||
"2025-10-05T00:00:00",
|
||
"2025-10-06T00:00:00",
|
||
"2025-10-07T00:00:00",
|
||
"2025-10-08T00:00:00",
|
||
"2025-10-09T00:00:00",
|
||
"2025-10-10T00:00:00",
|
||
"2025-10-11T00:00:00",
|
||
"2025-10-12T00:00:00",
|
||
"2025-10-13T00:00:00",
|
||
"2025-10-14T00:00:00",
|
||
"2025-10-15T00:00:00",
|
||
"2025-10-16T00:00:00",
|
||
"2025-10-17T00:00:00",
|
||
"2025-10-18T00:00:00",
|
||
"2025-10-19T00:00:00",
|
||
"2025-10-20T00:00:00",
|
||
"2025-10-21T00:00:00",
|
||
"2025-10-22T00:00:00",
|
||
"2025-10-23T00:00:00",
|
||
"2025-10-24T00:00:00",
|
||
"2025-10-25T00:00:00",
|
||
"2025-10-26T00:00:00",
|
||
"2025-10-27T00:00:00",
|
||
"2025-10-28T00:00:00",
|
||
"2025-10-29T00:00:00",
|
||
"2025-10-30T00:00:00",
|
||
"2025-10-31T00:00:00",
|
||
"2025-11-01T00:00:00",
|
||
"2025-11-02T00:00:00",
|
||
"2025-11-03T00:00:00",
|
||
"2025-11-04T00:00:00",
|
||
"2025-11-05T00:00:00",
|
||
"2025-11-06T00:00:00",
|
||
"2025-11-07T00:00:00",
|
||
"2025-11-08T00:00:00",
|
||
"2025-11-09T00:00:00",
|
||
"2025-11-10T00:00:00",
|
||
"2025-11-11T00:00:00",
|
||
"2025-11-12T00:00:00",
|
||
"2025-11-13T00:00:00",
|
||
"2025-11-14T00:00:00",
|
||
"2025-11-15T00:00:00",
|
||
"2025-11-16T00:00:00",
|
||
"2025-11-17T00:00:00",
|
||
"2025-11-18T00:00:00",
|
||
"2025-11-19T00:00:00",
|
||
"2025-11-20T00:00:00",
|
||
"2025-11-21T00:00:00",
|
||
"2025-11-22T00:00:00",
|
||
"2025-11-23T00:00:00",
|
||
"2025-11-24T00:00:00",
|
||
"2025-11-25T00:00:00",
|
||
"2025-11-26T00:00:00",
|
||
"2025-11-27T00:00:00",
|
||
"2025-11-28T00:00:00",
|
||
"2025-11-29T00:00:00",
|
||
"2025-11-30T00:00:00",
|
||
"2025-12-01T00:00:00",
|
||
"2025-12-02T00:00:00",
|
||
"2025-12-03T00:00:00",
|
||
"2025-12-04T00:00:00",
|
||
"2025-12-05T00:00:00",
|
||
"2025-12-06T00:00:00",
|
||
"2025-12-07T00:00:00",
|
||
"2025-12-08T00:00:00",
|
||
"2025-12-09T00:00:00",
|
||
"2025-12-10T00:00:00",
|
||
"2025-12-11T00:00:00",
|
||
"2025-12-12T00:00:00",
|
||
"2025-12-13T00:00:00",
|
||
"2025-12-14T00:00:00",
|
||
"2025-12-15T00:00:00",
|
||
"2025-12-16T00:00:00",
|
||
"2025-12-17T00:00:00",
|
||
"2025-12-18T00:00:00",
|
||
"2025-12-19T00:00:00",
|
||
"2025-12-20T00:00:00",
|
||
"2025-12-21T00:00:00",
|
||
"2025-12-22T00:00:00",
|
||
"2025-12-23T00:00:00",
|
||
"2025-12-24T00:00:00",
|
||
"2025-12-25T00:00:00",
|
||
"2025-12-26T00:00:00",
|
||
"2025-12-27T00:00:00",
|
||
"2025-12-28T00:00:00",
|
||
"2025-12-29T00:00:00",
|
||
"2025-12-30T00:00:00",
|
||
"2025-12-31T00:00:00"
|
||
],
|
||
"xaxis": "x2",
|
||
"y": {
|
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"yaxis": "y2"
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},
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{
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"line": {
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"color": "#5A2E3F"
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},
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"mode": "lines",
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"name": "VIX",
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"type": "scatter",
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"x": [
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||
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"2020-02-26T00:00:00",
|
||
"2020-02-27T00:00:00",
|
||
"2020-02-28T00:00:00",
|
||
"2020-02-29T00:00:00",
|
||
"2020-03-01T00:00:00",
|
||
"2020-03-02T00:00:00",
|
||
"2020-03-03T00:00:00",
|
||
"2020-03-04T00:00:00",
|
||
"2020-03-05T00:00:00",
|
||
"2020-03-06T00:00:00",
|
||
"2020-03-07T00:00:00",
|
||
"2020-03-08T00:00:00",
|
||
"2020-03-09T00:00:00",
|
||
"2020-03-10T00:00:00",
|
||
"2020-03-11T00:00:00",
|
||
"2020-03-12T00:00:00",
|
||
"2020-03-13T00:00:00",
|
||
"2020-03-14T00:00:00",
|
||
"2020-03-15T00:00:00",
|
||
"2020-03-16T00:00:00",
|
||
"2020-03-17T00:00:00",
|
||
"2020-03-18T00:00:00",
|
||
"2020-03-19T00:00:00",
|
||
"2020-03-20T00:00:00",
|
||
"2020-03-21T00:00:00",
|
||
"2020-03-22T00:00:00",
|
||
"2020-03-23T00:00:00",
|
||
"2020-03-24T00:00:00",
|
||
"2020-03-25T00:00:00",
|
||
"2020-03-26T00:00:00",
|
||
"2020-03-27T00:00:00",
|
||
"2020-03-28T00:00:00",
|
||
"2020-03-29T00:00:00",
|
||
"2020-03-30T00:00:00",
|
||
"2020-03-31T00:00:00",
|
||
"2020-04-01T00:00:00",
|
||
"2020-04-02T00:00:00",
|
||
"2020-04-03T00:00:00",
|
||
"2020-04-04T00:00:00",
|
||
"2020-04-05T00:00:00",
|
||
"2020-04-06T00:00:00",
|
||
"2020-04-07T00:00:00",
|
||
"2020-04-08T00:00:00",
|
||
"2020-04-09T00:00:00",
|
||
"2020-04-10T00:00:00",
|
||
"2020-04-11T00:00:00",
|
||
"2020-04-12T00:00:00",
|
||
"2020-04-13T00:00:00",
|
||
"2020-04-14T00:00:00",
|
||
"2020-04-15T00:00:00",
|
||
"2020-04-16T00:00:00",
|
||
"2020-04-17T00:00:00",
|
||
"2020-04-18T00:00:00",
|
||
"2020-04-19T00:00:00",
|
||
"2020-04-20T00:00:00",
|
||
"2020-04-21T00:00:00",
|
||
"2020-04-22T00:00:00",
|
||
"2020-04-23T00:00:00",
|
||
"2020-04-24T00:00:00",
|
||
"2020-04-25T00:00:00",
|
||
"2020-04-26T00:00:00",
|
||
"2020-04-27T00:00:00",
|
||
"2020-04-28T00:00:00",
|
||
"2020-04-29T00:00:00",
|
||
"2020-04-30T00:00:00",
|
||
"2020-05-01T00:00:00",
|
||
"2020-05-02T00:00:00",
|
||
"2020-05-03T00:00:00",
|
||
"2020-05-04T00:00:00",
|
||
"2020-05-05T00:00:00",
|
||
"2020-05-06T00:00:00",
|
||
"2020-05-07T00:00:00",
|
||
"2020-05-08T00:00:00",
|
||
"2020-05-09T00:00:00",
|
||
"2020-05-10T00:00:00",
|
||
"2020-05-11T00:00:00",
|
||
"2020-05-12T00:00:00",
|
||
"2020-05-13T00:00:00",
|
||
"2020-05-14T00:00:00",
|
||
"2020-05-15T00:00:00",
|
||
"2020-05-16T00:00:00",
|
||
"2020-05-17T00:00:00",
|
||
"2020-05-18T00:00:00",
|
||
"2020-05-19T00:00:00",
|
||
"2020-05-20T00:00:00",
|
||
"2020-05-21T00:00:00",
|
||
"2020-05-22T00:00:00",
|
||
"2020-05-23T00:00:00",
|
||
"2020-05-24T00:00:00",
|
||
"2020-05-25T00:00:00",
|
||
"2020-05-26T00:00:00",
|
||
"2020-05-27T00:00:00",
|
||
"2020-05-28T00:00:00",
|
||
"2020-05-29T00:00:00",
|
||
"2020-05-30T00:00:00",
|
||
"2020-05-31T00:00:00",
|
||
"2020-06-01T00:00:00",
|
||
"2020-06-02T00:00:00",
|
||
"2020-06-03T00:00:00",
|
||
"2020-06-04T00:00:00",
|
||
"2020-06-05T00:00:00",
|
||
"2020-06-06T00:00:00",
|
||
"2020-06-07T00:00:00",
|
||
"2020-06-08T00:00:00",
|
||
"2020-06-09T00:00:00",
|
||
"2020-06-10T00:00:00",
|
||
"2020-06-11T00:00:00",
|
||
"2020-06-12T00:00:00",
|
||
"2020-06-13T00:00:00",
|
||
"2020-06-14T00:00:00",
|
||
"2020-06-15T00:00:00",
|
||
"2020-06-16T00:00:00",
|
||
"2020-06-17T00:00:00",
|
||
"2020-06-18T00:00:00",
|
||
"2020-06-19T00:00:00",
|
||
"2020-06-20T00:00:00",
|
||
"2020-06-21T00:00:00",
|
||
"2020-06-22T00:00:00",
|
||
"2020-06-23T00:00:00",
|
||
"2020-06-24T00:00:00",
|
||
"2020-06-25T00:00:00",
|
||
"2020-06-26T00:00:00",
|
||
"2020-06-27T00:00:00",
|
||
"2020-06-28T00:00:00",
|
||
"2020-06-29T00:00:00",
|
||
"2020-06-30T00:00:00",
|
||
"2020-07-01T00:00:00",
|
||
"2020-07-02T00:00:00",
|
||
"2020-07-03T00:00:00",
|
||
"2020-07-04T00:00:00",
|
||
"2020-07-05T00:00:00",
|
||
"2020-07-06T00:00:00",
|
||
"2020-07-07T00:00:00",
|
||
"2020-07-08T00:00:00",
|
||
"2020-07-09T00:00:00",
|
||
"2020-07-10T00:00:00",
|
||
"2020-07-11T00:00:00",
|
||
"2020-07-12T00:00:00",
|
||
"2020-07-13T00:00:00",
|
||
"2020-07-14T00:00:00",
|
||
"2020-07-15T00:00:00",
|
||
"2020-07-16T00:00:00",
|
||
"2020-07-17T00:00:00",
|
||
"2020-07-18T00:00:00",
|
||
"2020-07-19T00:00:00",
|
||
"2020-07-20T00:00:00",
|
||
"2020-07-21T00:00:00",
|
||
"2020-07-22T00:00:00",
|
||
"2020-07-23T00:00:00",
|
||
"2020-07-24T00:00:00",
|
||
"2020-07-25T00:00:00",
|
||
"2020-07-26T00:00:00",
|
||
"2020-07-27T00:00:00",
|
||
"2020-07-28T00:00:00",
|
||
"2020-07-29T00:00:00",
|
||
"2020-07-30T00:00:00",
|
||
"2020-07-31T00:00:00",
|
||
"2020-08-01T00:00:00",
|
||
"2020-08-02T00:00:00",
|
||
"2020-08-03T00:00:00",
|
||
"2020-08-04T00:00:00",
|
||
"2020-08-05T00:00:00",
|
||
"2020-08-06T00:00:00",
|
||
"2020-08-07T00:00:00",
|
||
"2020-08-08T00:00:00",
|
||
"2020-08-09T00:00:00",
|
||
"2020-08-10T00:00:00",
|
||
"2020-08-11T00:00:00",
|
||
"2020-08-12T00:00:00",
|
||
"2020-08-13T00:00:00",
|
||
"2020-08-14T00:00:00",
|
||
"2020-08-15T00:00:00",
|
||
"2020-08-16T00:00:00",
|
||
"2020-08-17T00:00:00",
|
||
"2020-08-18T00:00:00",
|
||
"2020-08-19T00:00:00",
|
||
"2020-08-20T00:00:00",
|
||
"2020-08-21T00:00:00",
|
||
"2020-08-22T00:00:00",
|
||
"2020-08-23T00:00:00",
|
||
"2020-08-24T00:00:00",
|
||
"2020-08-25T00:00:00",
|
||
"2020-08-26T00:00:00",
|
||
"2020-08-27T00:00:00",
|
||
"2020-08-28T00:00:00",
|
||
"2020-08-29T00:00:00",
|
||
"2020-08-30T00:00:00",
|
||
"2020-08-31T00:00:00",
|
||
"2020-09-01T00:00:00",
|
||
"2020-09-02T00:00:00",
|
||
"2020-09-03T00:00:00",
|
||
"2020-09-04T00:00:00",
|
||
"2020-09-05T00:00:00",
|
||
"2020-09-06T00:00:00",
|
||
"2020-09-07T00:00:00",
|
||
"2020-09-08T00:00:00",
|
||
"2020-09-09T00:00:00",
|
||
"2020-09-10T00:00:00",
|
||
"2020-09-11T00:00:00",
|
||
"2020-09-12T00:00:00",
|
||
"2020-09-13T00:00:00",
|
||
"2020-09-14T00:00:00",
|
||
"2020-09-15T00:00:00",
|
||
"2020-09-16T00:00:00",
|
||
"2020-09-17T00:00:00",
|
||
"2020-09-18T00:00:00",
|
||
"2020-09-19T00:00:00",
|
||
"2020-09-20T00:00:00",
|
||
"2020-09-21T00:00:00",
|
||
"2020-09-22T00:00:00",
|
||
"2020-09-23T00:00:00",
|
||
"2020-09-24T00:00:00",
|
||
"2020-09-25T00:00:00",
|
||
"2020-09-26T00:00:00",
|
||
"2020-09-27T00:00:00",
|
||
"2020-09-28T00:00:00",
|
||
"2020-09-29T00:00:00",
|
||
"2020-09-30T00:00:00",
|
||
"2020-10-01T00:00:00",
|
||
"2020-10-02T00:00:00",
|
||
"2020-10-03T00:00:00",
|
||
"2020-10-04T00:00:00",
|
||
"2020-10-05T00:00:00",
|
||
"2020-10-06T00:00:00",
|
||
"2020-10-07T00:00:00",
|
||
"2020-10-08T00:00:00",
|
||
"2020-10-09T00:00:00",
|
||
"2020-10-10T00:00:00",
|
||
"2020-10-11T00:00:00",
|
||
"2020-10-12T00:00:00",
|
||
"2020-10-13T00:00:00",
|
||
"2020-10-14T00:00:00",
|
||
"2020-10-15T00:00:00",
|
||
"2020-10-16T00:00:00",
|
||
"2020-10-17T00:00:00",
|
||
"2020-10-18T00:00:00",
|
||
"2020-10-19T00:00:00",
|
||
"2020-10-20T00:00:00",
|
||
"2020-10-21T00:00:00",
|
||
"2020-10-22T00:00:00",
|
||
"2020-10-23T00:00:00",
|
||
"2020-10-24T00:00:00",
|
||
"2020-10-25T00:00:00",
|
||
"2020-10-26T00:00:00",
|
||
"2020-10-27T00:00:00",
|
||
"2020-10-28T00:00:00",
|
||
"2020-10-29T00:00:00",
|
||
"2020-10-30T00:00:00",
|
||
"2020-10-31T00:00:00",
|
||
"2020-11-01T00:00:00",
|
||
"2020-11-02T00:00:00",
|
||
"2020-11-03T00:00:00",
|
||
"2020-11-04T00:00:00",
|
||
"2020-11-05T00:00:00",
|
||
"2020-11-06T00:00:00",
|
||
"2020-11-07T00:00:00",
|
||
"2020-11-08T00:00:00",
|
||
"2020-11-09T00:00:00",
|
||
"2020-11-10T00:00:00",
|
||
"2020-11-11T00:00:00",
|
||
"2020-11-12T00:00:00",
|
||
"2020-11-13T00:00:00",
|
||
"2020-11-14T00:00:00",
|
||
"2020-11-15T00:00:00",
|
||
"2020-11-16T00:00:00",
|
||
"2020-11-17T00:00:00",
|
||
"2020-11-18T00:00:00",
|
||
"2020-11-19T00:00:00",
|
||
"2020-11-20T00:00:00",
|
||
"2020-11-21T00:00:00",
|
||
"2020-11-22T00:00:00",
|
||
"2020-11-23T00:00:00",
|
||
"2020-11-24T00:00:00",
|
||
"2020-11-25T00:00:00",
|
||
"2020-11-26T00:00:00",
|
||
"2020-11-27T00:00:00",
|
||
"2020-11-28T00:00:00",
|
||
"2020-11-29T00:00:00",
|
||
"2020-11-30T00:00:00",
|
||
"2020-12-01T00:00:00",
|
||
"2020-12-02T00:00:00",
|
||
"2020-12-03T00:00:00",
|
||
"2020-12-04T00:00:00",
|
||
"2020-12-05T00:00:00",
|
||
"2020-12-06T00:00:00",
|
||
"2020-12-07T00:00:00",
|
||
"2020-12-08T00:00:00",
|
||
"2020-12-09T00:00:00",
|
||
"2020-12-10T00:00:00",
|
||
"2020-12-11T00:00:00",
|
||
"2020-12-12T00:00:00",
|
||
"2020-12-13T00:00:00",
|
||
"2020-12-14T00:00:00",
|
||
"2020-12-15T00:00:00",
|
||
"2020-12-16T00:00:00",
|
||
"2020-12-17T00:00:00",
|
||
"2020-12-18T00:00:00",
|
||
"2020-12-19T00:00:00",
|
||
"2020-12-20T00:00:00",
|
||
"2020-12-21T00:00:00",
|
||
"2020-12-22T00:00:00",
|
||
"2020-12-23T00:00:00",
|
||
"2020-12-24T00:00:00",
|
||
"2020-12-25T00:00:00",
|
||
"2020-12-26T00:00:00",
|
||
"2020-12-27T00:00:00",
|
||
"2020-12-28T00:00:00",
|
||
"2020-12-29T00:00:00",
|
||
"2020-12-30T00:00:00",
|
||
"2020-12-31T00:00:00",
|
||
"2021-01-01T00:00:00",
|
||
"2021-01-02T00:00:00",
|
||
"2021-01-03T00:00:00",
|
||
"2021-01-04T00:00:00",
|
||
"2021-01-05T00:00:00",
|
||
"2021-01-06T00:00:00",
|
||
"2021-01-07T00:00:00",
|
||
"2021-01-08T00:00:00",
|
||
"2021-01-09T00:00:00",
|
||
"2021-01-10T00:00:00",
|
||
"2021-01-11T00:00:00",
|
||
"2021-01-12T00:00:00",
|
||
"2021-01-13T00:00:00",
|
||
"2021-01-14T00:00:00",
|
||
"2021-01-15T00:00:00",
|
||
"2021-01-16T00:00:00",
|
||
"2021-01-17T00:00:00",
|
||
"2021-01-18T00:00:00",
|
||
"2021-01-19T00:00:00",
|
||
"2021-01-20T00:00:00",
|
||
"2021-01-21T00:00:00",
|
||
"2021-01-22T00:00:00",
|
||
"2021-01-23T00:00:00",
|
||
"2021-01-24T00:00:00",
|
||
"2021-01-25T00:00:00",
|
||
"2021-01-26T00:00:00",
|
||
"2021-01-27T00:00:00",
|
||
"2021-01-28T00:00:00",
|
||
"2021-01-29T00:00:00",
|
||
"2021-01-30T00:00:00",
|
||
"2021-01-31T00:00:00",
|
||
"2021-02-01T00:00:00",
|
||
"2021-02-02T00:00:00",
|
||
"2021-02-03T00:00:00",
|
||
"2021-02-04T00:00:00",
|
||
"2021-02-05T00:00:00",
|
||
"2021-02-06T00:00:00",
|
||
"2021-02-07T00:00:00",
|
||
"2021-02-08T00:00:00",
|
||
"2021-02-09T00:00:00",
|
||
"2021-02-10T00:00:00",
|
||
"2021-02-11T00:00:00",
|
||
"2021-02-12T00:00:00",
|
||
"2021-02-13T00:00:00",
|
||
"2021-02-14T00:00:00",
|
||
"2021-02-15T00:00:00",
|
||
"2021-02-16T00:00:00",
|
||
"2021-02-17T00:00:00",
|
||
"2021-02-18T00:00:00",
|
||
"2021-02-19T00:00:00",
|
||
"2021-02-20T00:00:00",
|
||
"2021-02-21T00:00:00",
|
||
"2021-02-22T00:00:00",
|
||
"2021-02-23T00:00:00",
|
||
"2021-02-24T00:00:00",
|
||
"2021-02-25T00:00:00",
|
||
"2021-02-26T00:00:00",
|
||
"2021-02-27T00:00:00",
|
||
"2021-02-28T00:00:00",
|
||
"2021-03-01T00:00:00",
|
||
"2021-03-02T00:00:00",
|
||
"2021-03-03T00:00:00",
|
||
"2021-03-04T00:00:00",
|
||
"2021-03-05T00:00:00",
|
||
"2021-03-06T00:00:00",
|
||
"2021-03-07T00:00:00",
|
||
"2021-03-08T00:00:00",
|
||
"2021-03-09T00:00:00",
|
||
"2021-03-10T00:00:00",
|
||
"2021-03-11T00:00:00",
|
||
"2021-03-12T00:00:00",
|
||
"2021-03-13T00:00:00",
|
||
"2021-03-14T00:00:00",
|
||
"2021-03-15T00:00:00",
|
||
"2021-03-16T00:00:00",
|
||
"2021-03-17T00:00:00",
|
||
"2021-03-18T00:00:00",
|
||
"2021-03-19T00:00:00",
|
||
"2021-03-20T00:00:00",
|
||
"2021-03-21T00:00:00",
|
||
"2021-03-22T00:00:00",
|
||
"2021-03-23T00:00:00",
|
||
"2021-03-24T00:00:00",
|
||
"2021-03-25T00:00:00",
|
||
"2021-03-26T00:00:00",
|
||
"2021-03-27T00:00:00",
|
||
"2021-03-28T00:00:00",
|
||
"2021-03-29T00:00:00",
|
||
"2021-03-30T00:00:00",
|
||
"2021-03-31T00:00:00",
|
||
"2021-04-01T00:00:00",
|
||
"2021-04-02T00:00:00",
|
||
"2021-04-03T00:00:00",
|
||
"2021-04-04T00:00:00",
|
||
"2021-04-05T00:00:00",
|
||
"2021-04-06T00:00:00",
|
||
"2021-04-07T00:00:00",
|
||
"2021-04-08T00:00:00",
|
||
"2021-04-09T00:00:00",
|
||
"2021-04-10T00:00:00",
|
||
"2021-04-11T00:00:00",
|
||
"2021-04-12T00:00:00",
|
||
"2021-04-13T00:00:00",
|
||
"2021-04-14T00:00:00",
|
||
"2021-04-15T00:00:00",
|
||
"2021-04-16T00:00:00",
|
||
"2021-04-17T00:00:00",
|
||
"2021-04-18T00:00:00",
|
||
"2021-04-19T00:00:00",
|
||
"2021-04-20T00:00:00",
|
||
"2021-04-21T00:00:00",
|
||
"2021-04-22T00:00:00",
|
||
"2021-04-23T00:00:00",
|
||
"2021-04-24T00:00:00",
|
||
"2021-04-25T00:00:00",
|
||
"2021-04-26T00:00:00",
|
||
"2021-04-27T00:00:00",
|
||
"2021-04-28T00:00:00",
|
||
"2021-04-29T00:00:00",
|
||
"2021-04-30T00:00:00",
|
||
"2021-05-01T00:00:00",
|
||
"2021-05-02T00:00:00",
|
||
"2021-05-03T00:00:00",
|
||
"2021-05-04T00:00:00",
|
||
"2021-05-05T00:00:00",
|
||
"2021-05-06T00:00:00",
|
||
"2021-05-07T00:00:00",
|
||
"2021-05-08T00:00:00",
|
||
"2021-05-09T00:00:00",
|
||
"2021-05-10T00:00:00",
|
||
"2021-05-11T00:00:00",
|
||
"2021-05-12T00:00:00",
|
||
"2021-05-13T00:00:00",
|
||
"2021-05-14T00:00:00",
|
||
"2021-05-15T00:00:00",
|
||
"2021-05-16T00:00:00",
|
||
"2021-05-17T00:00:00",
|
||
"2021-05-18T00:00:00",
|
||
"2021-05-19T00:00:00",
|
||
"2021-05-20T00:00:00",
|
||
"2021-05-21T00:00:00",
|
||
"2021-05-22T00:00:00",
|
||
"2021-05-23T00:00:00",
|
||
"2021-05-24T00:00:00",
|
||
"2021-05-25T00:00:00",
|
||
"2021-05-26T00:00:00",
|
||
"2021-05-27T00:00:00",
|
||
"2021-05-28T00:00:00",
|
||
"2021-05-29T00:00:00",
|
||
"2021-05-30T00:00:00",
|
||
"2021-05-31T00:00:00",
|
||
"2021-06-01T00:00:00",
|
||
"2021-06-02T00:00:00",
|
||
"2021-06-03T00:00:00",
|
||
"2021-06-04T00:00:00",
|
||
"2021-06-05T00:00:00",
|
||
"2021-06-06T00:00:00",
|
||
"2021-06-07T00:00:00",
|
||
"2021-06-08T00:00:00",
|
||
"2021-06-09T00:00:00",
|
||
"2021-06-10T00:00:00",
|
||
"2021-06-11T00:00:00",
|
||
"2021-06-12T00:00:00",
|
||
"2021-06-13T00:00:00",
|
||
"2021-06-14T00:00:00",
|
||
"2021-06-15T00:00:00",
|
||
"2021-06-16T00:00:00",
|
||
"2021-06-17T00:00:00",
|
||
"2021-06-18T00:00:00",
|
||
"2021-06-19T00:00:00",
|
||
"2021-06-20T00:00:00",
|
||
"2021-06-21T00:00:00",
|
||
"2021-06-22T00:00:00",
|
||
"2021-06-23T00:00:00",
|
||
"2021-06-24T00:00:00",
|
||
"2021-06-25T00:00:00",
|
||
"2021-06-26T00:00:00",
|
||
"2021-06-27T00:00:00",
|
||
"2021-06-28T00:00:00",
|
||
"2021-06-29T00:00:00",
|
||
"2021-06-30T00:00:00",
|
||
"2021-07-01T00:00:00",
|
||
"2021-07-02T00:00:00",
|
||
"2021-07-03T00:00:00",
|
||
"2021-07-04T00:00:00",
|
||
"2021-07-05T00:00:00",
|
||
"2021-07-06T00:00:00",
|
||
"2021-07-07T00:00:00",
|
||
"2021-07-08T00:00:00",
|
||
"2021-07-09T00:00:00",
|
||
"2021-07-10T00:00:00",
|
||
"2021-07-11T00:00:00",
|
||
"2021-07-12T00:00:00",
|
||
"2021-07-13T00:00:00",
|
||
"2021-07-14T00:00:00",
|
||
"2021-07-15T00:00:00",
|
||
"2021-07-16T00:00:00",
|
||
"2021-07-17T00:00:00",
|
||
"2021-07-18T00:00:00",
|
||
"2021-07-19T00:00:00",
|
||
"2021-07-20T00:00:00",
|
||
"2021-07-21T00:00:00",
|
||
"2021-07-22T00:00:00",
|
||
"2021-07-23T00:00:00",
|
||
"2021-07-24T00:00:00",
|
||
"2021-07-25T00:00:00",
|
||
"2021-07-26T00:00:00",
|
||
"2021-07-27T00:00:00",
|
||
"2021-07-28T00:00:00",
|
||
"2021-07-29T00:00:00",
|
||
"2021-07-30T00:00:00",
|
||
"2021-07-31T00:00:00",
|
||
"2021-08-01T00:00:00",
|
||
"2021-08-02T00:00:00",
|
||
"2021-08-03T00:00:00",
|
||
"2021-08-04T00:00:00",
|
||
"2021-08-05T00:00:00",
|
||
"2021-08-06T00:00:00",
|
||
"2021-08-07T00:00:00",
|
||
"2021-08-08T00:00:00",
|
||
"2021-08-09T00:00:00",
|
||
"2021-08-10T00:00:00",
|
||
"2021-08-11T00:00:00",
|
||
"2021-08-12T00:00:00",
|
||
"2021-08-13T00:00:00",
|
||
"2021-08-14T00:00:00",
|
||
"2021-08-15T00:00:00",
|
||
"2021-08-16T00:00:00",
|
||
"2021-08-17T00:00:00",
|
||
"2021-08-18T00:00:00",
|
||
"2021-08-19T00:00:00",
|
||
"2021-08-20T00:00:00",
|
||
"2021-08-21T00:00:00",
|
||
"2021-08-22T00:00:00",
|
||
"2021-08-23T00:00:00",
|
||
"2021-08-24T00:00:00",
|
||
"2021-08-25T00:00:00",
|
||
"2021-08-26T00:00:00",
|
||
"2021-08-27T00:00:00",
|
||
"2021-08-28T00:00:00",
|
||
"2021-08-29T00:00:00",
|
||
"2021-08-30T00:00:00",
|
||
"2021-08-31T00:00:00",
|
||
"2021-09-01T00:00:00",
|
||
"2021-09-02T00:00:00",
|
||
"2021-09-03T00:00:00",
|
||
"2021-09-04T00:00:00",
|
||
"2021-09-05T00:00:00",
|
||
"2021-09-06T00:00:00",
|
||
"2021-09-07T00:00:00",
|
||
"2021-09-08T00:00:00",
|
||
"2021-09-09T00:00:00",
|
||
"2021-09-10T00:00:00",
|
||
"2021-09-11T00:00:00",
|
||
"2021-09-12T00:00:00",
|
||
"2021-09-13T00:00:00",
|
||
"2021-09-14T00:00:00",
|
||
"2021-09-15T00:00:00",
|
||
"2021-09-16T00:00:00",
|
||
"2021-09-17T00:00:00",
|
||
"2021-09-18T00:00:00",
|
||
"2021-09-19T00:00:00",
|
||
"2021-09-20T00:00:00",
|
||
"2021-09-21T00:00:00",
|
||
"2021-09-22T00:00:00",
|
||
"2021-09-23T00:00:00",
|
||
"2021-09-24T00:00:00",
|
||
"2021-09-25T00:00:00",
|
||
"2021-09-26T00:00:00",
|
||
"2021-09-27T00:00:00",
|
||
"2021-09-28T00:00:00",
|
||
"2021-09-29T00:00:00",
|
||
"2021-09-30T00:00:00",
|
||
"2021-10-01T00:00:00",
|
||
"2021-10-02T00:00:00",
|
||
"2021-10-03T00:00:00",
|
||
"2021-10-04T00:00:00",
|
||
"2021-10-05T00:00:00",
|
||
"2021-10-06T00:00:00",
|
||
"2021-10-07T00:00:00",
|
||
"2021-10-08T00:00:00",
|
||
"2021-10-09T00:00:00",
|
||
"2021-10-10T00:00:00",
|
||
"2021-10-11T00:00:00",
|
||
"2021-10-12T00:00:00",
|
||
"2021-10-13T00:00:00",
|
||
"2021-10-14T00:00:00",
|
||
"2021-10-15T00:00:00",
|
||
"2021-10-16T00:00:00",
|
||
"2021-10-17T00:00:00",
|
||
"2021-10-18T00:00:00",
|
||
"2021-10-19T00:00:00",
|
||
"2021-10-20T00:00:00",
|
||
"2021-10-21T00:00:00",
|
||
"2021-10-22T00:00:00",
|
||
"2021-10-23T00:00:00",
|
||
"2021-10-24T00:00:00",
|
||
"2021-10-25T00:00:00",
|
||
"2021-10-26T00:00:00",
|
||
"2021-10-27T00:00:00",
|
||
"2021-10-28T00:00:00",
|
||
"2021-10-29T00:00:00",
|
||
"2021-10-30T00:00:00",
|
||
"2021-10-31T00:00:00",
|
||
"2021-11-01T00:00:00",
|
||
"2021-11-02T00:00:00",
|
||
"2021-11-03T00:00:00",
|
||
"2021-11-04T00:00:00",
|
||
"2021-11-05T00:00:00",
|
||
"2021-11-06T00:00:00",
|
||
"2021-11-07T00:00:00",
|
||
"2021-11-08T00:00:00",
|
||
"2021-11-09T00:00:00",
|
||
"2021-11-10T00:00:00",
|
||
"2021-11-11T00:00:00",
|
||
"2021-11-12T00:00:00",
|
||
"2021-11-13T00:00:00",
|
||
"2021-11-14T00:00:00",
|
||
"2021-11-15T00:00:00",
|
||
"2021-11-16T00:00:00",
|
||
"2021-11-17T00:00:00",
|
||
"2021-11-18T00:00:00",
|
||
"2021-11-19T00:00:00",
|
||
"2021-11-20T00:00:00",
|
||
"2021-11-21T00:00:00",
|
||
"2021-11-22T00:00:00",
|
||
"2021-11-23T00:00:00",
|
||
"2021-11-24T00:00:00",
|
||
"2021-11-25T00:00:00",
|
||
"2021-11-26T00:00:00",
|
||
"2021-11-27T00:00:00",
|
||
"2021-11-28T00:00:00",
|
||
"2021-11-29T00:00:00",
|
||
"2021-11-30T00:00:00",
|
||
"2021-12-01T00:00:00",
|
||
"2021-12-02T00:00:00",
|
||
"2021-12-03T00:00:00",
|
||
"2021-12-04T00:00:00",
|
||
"2021-12-05T00:00:00",
|
||
"2021-12-06T00:00:00",
|
||
"2021-12-07T00:00:00",
|
||
"2021-12-08T00:00:00",
|
||
"2021-12-09T00:00:00",
|
||
"2021-12-10T00:00:00",
|
||
"2021-12-11T00:00:00",
|
||
"2021-12-12T00:00:00",
|
||
"2021-12-13T00:00:00",
|
||
"2021-12-14T00:00:00",
|
||
"2021-12-15T00:00:00",
|
||
"2021-12-16T00:00:00",
|
||
"2021-12-17T00:00:00",
|
||
"2021-12-18T00:00:00",
|
||
"2021-12-19T00:00:00",
|
||
"2021-12-20T00:00:00",
|
||
"2021-12-21T00:00:00",
|
||
"2021-12-22T00:00:00",
|
||
"2021-12-23T00:00:00",
|
||
"2021-12-24T00:00:00",
|
||
"2021-12-25T00:00:00",
|
||
"2021-12-26T00:00:00",
|
||
"2021-12-27T00:00:00",
|
||
"2021-12-28T00:00:00",
|
||
"2021-12-29T00:00:00",
|
||
"2021-12-30T00:00:00",
|
||
"2021-12-31T00:00:00",
|
||
"2022-01-01T00:00:00",
|
||
"2022-01-02T00:00:00",
|
||
"2022-01-03T00:00:00",
|
||
"2022-01-04T00:00:00",
|
||
"2022-01-05T00:00:00",
|
||
"2022-01-06T00:00:00",
|
||
"2022-01-07T00:00:00",
|
||
"2022-01-08T00:00:00",
|
||
"2022-01-09T00:00:00",
|
||
"2022-01-10T00:00:00",
|
||
"2022-01-11T00:00:00",
|
||
"2022-01-12T00:00:00",
|
||
"2022-01-13T00:00:00",
|
||
"2022-01-14T00:00:00",
|
||
"2022-01-15T00:00:00",
|
||
"2022-01-16T00:00:00",
|
||
"2022-01-17T00:00:00",
|
||
"2022-01-18T00:00:00",
|
||
"2022-01-19T00:00:00",
|
||
"2022-01-20T00:00:00",
|
||
"2022-01-21T00:00:00",
|
||
"2022-01-22T00:00:00",
|
||
"2022-01-23T00:00:00",
|
||
"2022-01-24T00:00:00",
|
||
"2022-01-25T00:00:00",
|
||
"2022-01-26T00:00:00",
|
||
"2022-01-27T00:00:00",
|
||
"2022-01-28T00:00:00",
|
||
"2022-01-29T00:00:00",
|
||
"2022-01-30T00:00:00",
|
||
"2022-01-31T00:00:00",
|
||
"2022-02-01T00:00:00",
|
||
"2022-02-02T00:00:00",
|
||
"2022-02-03T00:00:00",
|
||
"2022-02-04T00:00:00",
|
||
"2022-02-05T00:00:00",
|
||
"2022-02-06T00:00:00",
|
||
"2022-02-07T00:00:00",
|
||
"2022-02-08T00:00:00",
|
||
"2022-02-09T00:00:00",
|
||
"2022-02-10T00:00:00",
|
||
"2022-02-11T00:00:00",
|
||
"2022-02-12T00:00:00",
|
||
"2022-02-13T00:00:00",
|
||
"2022-02-14T00:00:00",
|
||
"2022-02-15T00:00:00",
|
||
"2022-02-16T00:00:00",
|
||
"2022-02-17T00:00:00",
|
||
"2022-02-18T00:00:00",
|
||
"2022-02-19T00:00:00",
|
||
"2022-02-20T00:00:00",
|
||
"2022-02-21T00:00:00",
|
||
"2022-02-22T00:00:00",
|
||
"2022-02-23T00:00:00",
|
||
"2022-02-24T00:00:00",
|
||
"2022-02-25T00:00:00",
|
||
"2022-02-26T00:00:00",
|
||
"2022-02-27T00:00:00",
|
||
"2022-02-28T00:00:00",
|
||
"2022-03-01T00:00:00",
|
||
"2022-03-02T00:00:00",
|
||
"2022-03-03T00:00:00",
|
||
"2022-03-04T00:00:00",
|
||
"2022-03-05T00:00:00",
|
||
"2022-03-06T00:00:00",
|
||
"2022-03-07T00:00:00",
|
||
"2022-03-08T00:00:00",
|
||
"2022-03-09T00:00:00",
|
||
"2022-03-10T00:00:00",
|
||
"2022-03-11T00:00:00",
|
||
"2022-03-12T00:00:00",
|
||
"2022-03-13T00:00:00",
|
||
"2022-03-14T00:00:00",
|
||
"2022-03-15T00:00:00",
|
||
"2022-03-16T00:00:00",
|
||
"2022-03-17T00:00:00",
|
||
"2022-03-18T00:00:00",
|
||
"2022-03-19T00:00:00",
|
||
"2022-03-20T00:00:00",
|
||
"2022-03-21T00:00:00",
|
||
"2022-03-22T00:00:00",
|
||
"2022-03-23T00:00:00",
|
||
"2022-03-24T00:00:00",
|
||
"2022-03-25T00:00:00",
|
||
"2022-03-26T00:00:00",
|
||
"2022-03-27T00:00:00",
|
||
"2022-03-28T00:00:00",
|
||
"2022-03-29T00:00:00",
|
||
"2022-03-30T00:00:00",
|
||
"2022-03-31T00:00:00",
|
||
"2022-04-01T00:00:00",
|
||
"2022-04-02T00:00:00",
|
||
"2022-04-03T00:00:00",
|
||
"2022-04-04T00:00:00",
|
||
"2022-04-05T00:00:00",
|
||
"2022-04-06T00:00:00",
|
||
"2022-04-07T00:00:00",
|
||
"2022-04-08T00:00:00",
|
||
"2022-04-09T00:00:00",
|
||
"2022-04-10T00:00:00",
|
||
"2022-04-11T00:00:00",
|
||
"2022-04-12T00:00:00",
|
||
"2022-04-13T00:00:00",
|
||
"2022-04-14T00:00:00",
|
||
"2022-04-15T00:00:00",
|
||
"2022-04-16T00:00:00",
|
||
"2022-04-17T00:00:00",
|
||
"2022-04-18T00:00:00",
|
||
"2022-04-19T00:00:00",
|
||
"2022-04-20T00:00:00",
|
||
"2022-04-21T00:00:00",
|
||
"2022-04-22T00:00:00",
|
||
"2022-04-23T00:00:00",
|
||
"2022-04-24T00:00:00",
|
||
"2022-04-25T00:00:00",
|
||
"2022-04-26T00:00:00",
|
||
"2022-04-27T00:00:00",
|
||
"2022-04-28T00:00:00",
|
||
"2022-04-29T00:00:00",
|
||
"2022-04-30T00:00:00",
|
||
"2022-05-01T00:00:00",
|
||
"2022-05-02T00:00:00",
|
||
"2022-05-03T00:00:00",
|
||
"2022-05-04T00:00:00",
|
||
"2022-05-05T00:00:00",
|
||
"2022-05-06T00:00:00",
|
||
"2022-05-07T00:00:00",
|
||
"2022-05-08T00:00:00",
|
||
"2022-05-09T00:00:00",
|
||
"2022-05-10T00:00:00",
|
||
"2022-05-11T00:00:00",
|
||
"2022-05-12T00:00:00",
|
||
"2022-05-13T00:00:00",
|
||
"2022-05-14T00:00:00",
|
||
"2022-05-15T00:00:00",
|
||
"2022-05-16T00:00:00",
|
||
"2022-05-17T00:00:00",
|
||
"2022-05-18T00:00:00",
|
||
"2022-05-19T00:00:00",
|
||
"2022-05-20T00:00:00",
|
||
"2022-05-21T00:00:00",
|
||
"2022-05-22T00:00:00",
|
||
"2022-05-23T00:00:00",
|
||
"2022-05-24T00:00:00",
|
||
"2022-05-25T00:00:00",
|
||
"2022-05-26T00:00:00",
|
||
"2022-05-27T00:00:00",
|
||
"2022-05-28T00:00:00",
|
||
"2022-05-29T00:00:00",
|
||
"2022-05-30T00:00:00",
|
||
"2022-05-31T00:00:00",
|
||
"2022-06-01T00:00:00",
|
||
"2022-06-02T00:00:00",
|
||
"2022-06-03T00:00:00",
|
||
"2022-06-04T00:00:00",
|
||
"2022-06-05T00:00:00",
|
||
"2022-06-06T00:00:00",
|
||
"2022-06-07T00:00:00",
|
||
"2022-06-08T00:00:00",
|
||
"2022-06-09T00:00:00",
|
||
"2022-06-10T00:00:00",
|
||
"2022-06-11T00:00:00",
|
||
"2022-06-12T00:00:00",
|
||
"2022-06-13T00:00:00",
|
||
"2022-06-14T00:00:00",
|
||
"2022-06-15T00:00:00",
|
||
"2022-06-16T00:00:00",
|
||
"2022-06-17T00:00:00",
|
||
"2022-06-18T00:00:00",
|
||
"2022-06-19T00:00:00",
|
||
"2022-06-20T00:00:00",
|
||
"2022-06-21T00:00:00",
|
||
"2022-06-22T00:00:00",
|
||
"2022-06-23T00:00:00",
|
||
"2022-06-24T00:00:00",
|
||
"2022-06-25T00:00:00",
|
||
"2022-06-26T00:00:00",
|
||
"2022-06-27T00:00:00",
|
||
"2022-06-28T00:00:00",
|
||
"2022-06-29T00:00:00",
|
||
"2022-06-30T00:00:00",
|
||
"2022-07-01T00:00:00",
|
||
"2022-07-02T00:00:00",
|
||
"2022-07-03T00:00:00",
|
||
"2022-07-04T00:00:00",
|
||
"2022-07-05T00:00:00",
|
||
"2022-07-06T00:00:00",
|
||
"2022-07-07T00:00:00",
|
||
"2022-07-08T00:00:00",
|
||
"2022-07-09T00:00:00",
|
||
"2022-07-10T00:00:00",
|
||
"2022-07-11T00:00:00",
|
||
"2022-07-12T00:00:00",
|
||
"2022-07-13T00:00:00",
|
||
"2022-07-14T00:00:00",
|
||
"2022-07-15T00:00:00",
|
||
"2022-07-16T00:00:00",
|
||
"2022-07-17T00:00:00",
|
||
"2022-07-18T00:00:00",
|
||
"2022-07-19T00:00:00",
|
||
"2022-07-20T00:00:00",
|
||
"2022-07-21T00:00:00",
|
||
"2022-07-22T00:00:00",
|
||
"2022-07-23T00:00:00",
|
||
"2022-07-24T00:00:00",
|
||
"2022-07-25T00:00:00",
|
||
"2022-07-26T00:00:00",
|
||
"2022-07-27T00:00:00",
|
||
"2022-07-28T00:00:00",
|
||
"2022-07-29T00:00:00",
|
||
"2022-07-30T00:00:00",
|
||
"2022-07-31T00:00:00",
|
||
"2022-08-01T00:00:00",
|
||
"2022-08-02T00:00:00",
|
||
"2022-08-03T00:00:00",
|
||
"2022-08-04T00:00:00",
|
||
"2022-08-05T00:00:00",
|
||
"2022-08-06T00:00:00",
|
||
"2022-08-07T00:00:00",
|
||
"2022-08-08T00:00:00",
|
||
"2022-08-09T00:00:00",
|
||
"2022-08-10T00:00:00",
|
||
"2022-08-11T00:00:00",
|
||
"2022-08-12T00:00:00",
|
||
"2022-08-13T00:00:00",
|
||
"2022-08-14T00:00:00",
|
||
"2022-08-15T00:00:00",
|
||
"2022-08-16T00:00:00",
|
||
"2022-08-17T00:00:00",
|
||
"2022-08-18T00:00:00",
|
||
"2022-08-19T00:00:00",
|
||
"2022-08-20T00:00:00",
|
||
"2022-08-21T00:00:00",
|
||
"2022-08-22T00:00:00",
|
||
"2022-08-23T00:00:00",
|
||
"2022-08-24T00:00:00",
|
||
"2022-08-25T00:00:00",
|
||
"2022-08-26T00:00:00",
|
||
"2022-08-27T00:00:00",
|
||
"2022-08-28T00:00:00",
|
||
"2022-08-29T00:00:00",
|
||
"2022-08-30T00:00:00",
|
||
"2022-08-31T00:00:00",
|
||
"2022-09-01T00:00:00",
|
||
"2022-09-02T00:00:00",
|
||
"2022-09-03T00:00:00",
|
||
"2022-09-04T00:00:00",
|
||
"2022-09-05T00:00:00",
|
||
"2022-09-06T00:00:00",
|
||
"2022-09-07T00:00:00",
|
||
"2022-09-08T00:00:00",
|
||
"2022-09-09T00:00:00",
|
||
"2022-09-10T00:00:00",
|
||
"2022-09-11T00:00:00",
|
||
"2022-09-12T00:00:00",
|
||
"2022-09-13T00:00:00",
|
||
"2022-09-14T00:00:00",
|
||
"2022-09-15T00:00:00",
|
||
"2022-09-16T00:00:00",
|
||
"2022-09-17T00:00:00",
|
||
"2022-09-18T00:00:00",
|
||
"2022-09-19T00:00:00",
|
||
"2022-09-20T00:00:00",
|
||
"2022-09-21T00:00:00",
|
||
"2022-09-22T00:00:00",
|
||
"2022-09-23T00:00:00",
|
||
"2022-09-24T00:00:00",
|
||
"2022-09-25T00:00:00",
|
||
"2022-09-26T00:00:00",
|
||
"2022-09-27T00:00:00",
|
||
"2022-09-28T00:00:00",
|
||
"2022-09-29T00:00:00",
|
||
"2022-09-30T00:00:00",
|
||
"2022-10-01T00:00:00",
|
||
"2022-10-02T00:00:00",
|
||
"2022-10-03T00:00:00",
|
||
"2022-10-04T00:00:00",
|
||
"2022-10-05T00:00:00",
|
||
"2022-10-06T00:00:00",
|
||
"2022-10-07T00:00:00",
|
||
"2022-10-08T00:00:00",
|
||
"2022-10-09T00:00:00",
|
||
"2022-10-10T00:00:00",
|
||
"2022-10-11T00:00:00",
|
||
"2022-10-12T00:00:00",
|
||
"2022-10-13T00:00:00",
|
||
"2022-10-14T00:00:00",
|
||
"2022-10-15T00:00:00",
|
||
"2022-10-16T00:00:00",
|
||
"2022-10-17T00:00:00",
|
||
"2022-10-18T00:00:00",
|
||
"2022-10-19T00:00:00",
|
||
"2022-10-20T00:00:00",
|
||
"2022-10-21T00:00:00",
|
||
"2022-10-22T00:00:00",
|
||
"2022-10-23T00:00:00",
|
||
"2022-10-24T00:00:00",
|
||
"2022-10-25T00:00:00",
|
||
"2022-10-26T00:00:00",
|
||
"2022-10-27T00:00:00",
|
||
"2022-10-28T00:00:00",
|
||
"2022-10-29T00:00:00",
|
||
"2022-10-30T00:00:00",
|
||
"2022-10-31T00:00:00",
|
||
"2022-11-01T00:00:00",
|
||
"2022-11-02T00:00:00",
|
||
"2022-11-03T00:00:00",
|
||
"2022-11-04T00:00:00",
|
||
"2022-11-05T00:00:00",
|
||
"2022-11-06T00:00:00",
|
||
"2022-11-07T00:00:00",
|
||
"2022-11-08T00:00:00",
|
||
"2022-11-09T00:00:00",
|
||
"2022-11-10T00:00:00",
|
||
"2022-11-11T00:00:00",
|
||
"2022-11-12T00:00:00",
|
||
"2022-11-13T00:00:00",
|
||
"2022-11-14T00:00:00",
|
||
"2022-11-15T00:00:00",
|
||
"2022-11-16T00:00:00",
|
||
"2022-11-17T00:00:00",
|
||
"2022-11-18T00:00:00",
|
||
"2022-11-19T00:00:00",
|
||
"2022-11-20T00:00:00",
|
||
"2022-11-21T00:00:00",
|
||
"2022-11-22T00:00:00",
|
||
"2022-11-23T00:00:00",
|
||
"2022-11-24T00:00:00",
|
||
"2022-11-25T00:00:00",
|
||
"2022-11-26T00:00:00",
|
||
"2022-11-27T00:00:00",
|
||
"2022-11-28T00:00:00",
|
||
"2022-11-29T00:00:00",
|
||
"2022-11-30T00:00:00",
|
||
"2022-12-01T00:00:00",
|
||
"2022-12-02T00:00:00",
|
||
"2022-12-03T00:00:00",
|
||
"2022-12-04T00:00:00",
|
||
"2022-12-05T00:00:00",
|
||
"2022-12-06T00:00:00",
|
||
"2022-12-07T00:00:00",
|
||
"2022-12-08T00:00:00",
|
||
"2022-12-09T00:00:00",
|
||
"2022-12-10T00:00:00",
|
||
"2022-12-11T00:00:00",
|
||
"2022-12-12T00:00:00",
|
||
"2022-12-13T00:00:00",
|
||
"2022-12-14T00:00:00",
|
||
"2022-12-15T00:00:00",
|
||
"2022-12-16T00:00:00",
|
||
"2022-12-17T00:00:00",
|
||
"2022-12-18T00:00:00",
|
||
"2022-12-19T00:00:00",
|
||
"2022-12-20T00:00:00",
|
||
"2022-12-21T00:00:00",
|
||
"2022-12-22T00:00:00",
|
||
"2022-12-23T00:00:00",
|
||
"2022-12-24T00:00:00",
|
||
"2022-12-25T00:00:00",
|
||
"2022-12-26T00:00:00",
|
||
"2022-12-27T00:00:00",
|
||
"2022-12-28T00:00:00",
|
||
"2022-12-29T00:00:00",
|
||
"2022-12-30T00:00:00",
|
||
"2022-12-31T00:00:00",
|
||
"2023-01-01T00:00:00",
|
||
"2023-01-02T00:00:00",
|
||
"2023-01-03T00:00:00",
|
||
"2023-01-04T00:00:00",
|
||
"2023-01-05T00:00:00",
|
||
"2023-01-06T00:00:00",
|
||
"2023-01-07T00:00:00",
|
||
"2023-01-08T00:00:00",
|
||
"2023-01-09T00:00:00",
|
||
"2023-01-10T00:00:00",
|
||
"2023-01-11T00:00:00",
|
||
"2023-01-12T00:00:00",
|
||
"2023-01-13T00:00:00",
|
||
"2023-01-14T00:00:00",
|
||
"2023-01-15T00:00:00",
|
||
"2023-01-16T00:00:00",
|
||
"2023-01-17T00:00:00",
|
||
"2023-01-18T00:00:00",
|
||
"2023-01-19T00:00:00",
|
||
"2023-01-20T00:00:00",
|
||
"2023-01-21T00:00:00",
|
||
"2023-01-22T00:00:00",
|
||
"2023-01-23T00:00:00",
|
||
"2023-01-24T00:00:00",
|
||
"2023-01-25T00:00:00",
|
||
"2023-01-26T00:00:00",
|
||
"2023-01-27T00:00:00",
|
||
"2023-01-28T00:00:00",
|
||
"2023-01-29T00:00:00",
|
||
"2023-01-30T00:00:00",
|
||
"2023-01-31T00:00:00",
|
||
"2023-02-01T00:00:00",
|
||
"2023-02-02T00:00:00",
|
||
"2023-02-03T00:00:00",
|
||
"2023-02-04T00:00:00",
|
||
"2023-02-05T00:00:00",
|
||
"2023-02-06T00:00:00",
|
||
"2023-02-07T00:00:00",
|
||
"2023-02-08T00:00:00",
|
||
"2023-02-09T00:00:00",
|
||
"2023-02-10T00:00:00",
|
||
"2023-02-11T00:00:00",
|
||
"2023-02-12T00:00:00",
|
||
"2023-02-13T00:00:00",
|
||
"2023-02-14T00:00:00",
|
||
"2023-02-15T00:00:00",
|
||
"2023-02-16T00:00:00",
|
||
"2023-02-17T00:00:00",
|
||
"2023-02-18T00:00:00",
|
||
"2023-02-19T00:00:00",
|
||
"2023-02-20T00:00:00",
|
||
"2023-02-21T00:00:00",
|
||
"2023-02-22T00:00:00",
|
||
"2023-02-23T00:00:00",
|
||
"2023-02-24T00:00:00",
|
||
"2023-02-25T00:00:00",
|
||
"2023-02-26T00:00:00",
|
||
"2023-02-27T00:00:00",
|
||
"2023-02-28T00:00:00",
|
||
"2023-03-01T00:00:00",
|
||
"2023-03-02T00:00:00",
|
||
"2023-03-03T00:00:00",
|
||
"2023-03-04T00:00:00",
|
||
"2023-03-05T00:00:00",
|
||
"2023-03-06T00:00:00",
|
||
"2023-03-07T00:00:00",
|
||
"2023-03-08T00:00:00",
|
||
"2023-03-09T00:00:00",
|
||
"2023-03-10T00:00:00",
|
||
"2023-03-11T00:00:00",
|
||
"2023-03-12T00:00:00",
|
||
"2023-03-13T00:00:00",
|
||
"2023-03-14T00:00:00",
|
||
"2023-03-15T00:00:00",
|
||
"2023-03-16T00:00:00",
|
||
"2023-03-17T00:00:00",
|
||
"2023-03-18T00:00:00",
|
||
"2023-03-19T00:00:00",
|
||
"2023-03-20T00:00:00",
|
||
"2023-03-21T00:00:00",
|
||
"2023-03-22T00:00:00",
|
||
"2023-03-23T00:00:00",
|
||
"2023-03-24T00:00:00",
|
||
"2023-03-25T00:00:00",
|
||
"2023-03-26T00:00:00",
|
||
"2023-03-27T00:00:00",
|
||
"2023-03-28T00:00:00",
|
||
"2023-03-29T00:00:00",
|
||
"2023-03-30T00:00:00",
|
||
"2023-03-31T00:00:00",
|
||
"2023-04-01T00:00:00",
|
||
"2023-04-02T00:00:00",
|
||
"2023-04-03T00:00:00",
|
||
"2023-04-04T00:00:00",
|
||
"2023-04-05T00:00:00",
|
||
"2023-04-06T00:00:00",
|
||
"2023-04-07T00:00:00",
|
||
"2023-04-08T00:00:00",
|
||
"2023-04-09T00:00:00",
|
||
"2023-04-10T00:00:00",
|
||
"2023-04-11T00:00:00",
|
||
"2023-04-12T00:00:00",
|
||
"2023-04-13T00:00:00",
|
||
"2023-04-14T00:00:00",
|
||
"2023-04-15T00:00:00",
|
||
"2023-04-16T00:00:00",
|
||
"2023-04-17T00:00:00",
|
||
"2023-04-18T00:00:00",
|
||
"2023-04-19T00:00:00",
|
||
"2023-04-20T00:00:00",
|
||
"2023-04-21T00:00:00",
|
||
"2023-04-22T00:00:00",
|
||
"2023-04-23T00:00:00",
|
||
"2023-04-24T00:00:00",
|
||
"2023-04-25T00:00:00",
|
||
"2023-04-26T00:00:00",
|
||
"2023-04-27T00:00:00",
|
||
"2023-04-28T00:00:00",
|
||
"2023-04-29T00:00:00",
|
||
"2023-04-30T00:00:00",
|
||
"2023-05-01T00:00:00",
|
||
"2023-05-02T00:00:00",
|
||
"2023-05-03T00:00:00",
|
||
"2023-05-04T00:00:00",
|
||
"2023-05-05T00:00:00",
|
||
"2023-05-06T00:00:00",
|
||
"2023-05-07T00:00:00",
|
||
"2023-05-08T00:00:00",
|
||
"2023-05-09T00:00:00",
|
||
"2023-05-10T00:00:00",
|
||
"2023-05-11T00:00:00",
|
||
"2023-05-12T00:00:00",
|
||
"2023-05-13T00:00:00",
|
||
"2023-05-14T00:00:00",
|
||
"2023-05-15T00:00:00",
|
||
"2023-05-16T00:00:00",
|
||
"2023-05-17T00:00:00",
|
||
"2023-05-18T00:00:00",
|
||
"2023-05-19T00:00:00",
|
||
"2023-05-20T00:00:00",
|
||
"2023-05-21T00:00:00",
|
||
"2023-05-22T00:00:00",
|
||
"2023-05-23T00:00:00",
|
||
"2023-05-24T00:00:00",
|
||
"2023-05-25T00:00:00",
|
||
"2023-05-26T00:00:00",
|
||
"2023-05-27T00:00:00",
|
||
"2023-05-28T00:00:00",
|
||
"2023-05-29T00:00:00",
|
||
"2023-05-30T00:00:00",
|
||
"2023-05-31T00:00:00",
|
||
"2023-06-01T00:00:00",
|
||
"2023-06-02T00:00:00",
|
||
"2023-06-03T00:00:00",
|
||
"2023-06-04T00:00:00",
|
||
"2023-06-05T00:00:00",
|
||
"2023-06-06T00:00:00",
|
||
"2023-06-07T00:00:00",
|
||
"2023-06-08T00:00:00",
|
||
"2023-06-09T00:00:00",
|
||
"2023-06-10T00:00:00",
|
||
"2023-06-11T00:00:00",
|
||
"2023-06-12T00:00:00",
|
||
"2023-06-13T00:00:00",
|
||
"2023-06-14T00:00:00",
|
||
"2023-06-15T00:00:00",
|
||
"2023-06-16T00:00:00",
|
||
"2023-06-17T00:00:00",
|
||
"2023-06-18T00:00:00",
|
||
"2023-06-19T00:00:00",
|
||
"2023-06-20T00:00:00",
|
||
"2023-06-21T00:00:00",
|
||
"2023-06-22T00:00:00",
|
||
"2023-06-23T00:00:00",
|
||
"2023-06-24T00:00:00",
|
||
"2023-06-25T00:00:00",
|
||
"2023-06-26T00:00:00",
|
||
"2023-06-27T00:00:00",
|
||
"2023-06-28T00:00:00",
|
||
"2023-06-29T00:00:00",
|
||
"2023-06-30T00:00:00",
|
||
"2023-07-01T00:00:00",
|
||
"2023-07-02T00:00:00",
|
||
"2023-07-03T00:00:00",
|
||
"2023-07-04T00:00:00",
|
||
"2023-07-05T00:00:00",
|
||
"2023-07-06T00:00:00",
|
||
"2023-07-07T00:00:00",
|
||
"2023-07-08T00:00:00",
|
||
"2023-07-09T00:00:00",
|
||
"2023-07-10T00:00:00",
|
||
"2023-07-11T00:00:00",
|
||
"2023-07-12T00:00:00",
|
||
"2023-07-13T00:00:00",
|
||
"2023-07-14T00:00:00",
|
||
"2023-07-15T00:00:00",
|
||
"2023-07-16T00:00:00",
|
||
"2023-07-17T00:00:00",
|
||
"2023-07-18T00:00:00",
|
||
"2023-07-19T00:00:00",
|
||
"2023-07-20T00:00:00",
|
||
"2023-07-21T00:00:00",
|
||
"2023-07-22T00:00:00",
|
||
"2023-07-23T00:00:00",
|
||
"2023-07-24T00:00:00",
|
||
"2023-07-25T00:00:00",
|
||
"2023-07-26T00:00:00",
|
||
"2023-07-27T00:00:00",
|
||
"2023-07-28T00:00:00",
|
||
"2023-07-29T00:00:00",
|
||
"2023-07-30T00:00:00",
|
||
"2023-07-31T00:00:00",
|
||
"2023-08-01T00:00:00",
|
||
"2023-08-02T00:00:00",
|
||
"2023-08-03T00:00:00",
|
||
"2023-08-04T00:00:00",
|
||
"2023-08-05T00:00:00",
|
||
"2023-08-06T00:00:00",
|
||
"2023-08-07T00:00:00",
|
||
"2023-08-08T00:00:00",
|
||
"2023-08-09T00:00:00",
|
||
"2023-08-10T00:00:00",
|
||
"2023-08-11T00:00:00",
|
||
"2023-08-12T00:00:00",
|
||
"2023-08-13T00:00:00",
|
||
"2023-08-14T00:00:00",
|
||
"2023-08-15T00:00:00",
|
||
"2023-08-16T00:00:00",
|
||
"2023-08-17T00:00:00",
|
||
"2023-08-18T00:00:00",
|
||
"2023-08-19T00:00:00",
|
||
"2023-08-20T00:00:00",
|
||
"2023-08-21T00:00:00",
|
||
"2023-08-22T00:00:00",
|
||
"2023-08-23T00:00:00",
|
||
"2023-08-24T00:00:00",
|
||
"2023-08-25T00:00:00",
|
||
"2023-08-26T00:00:00",
|
||
"2023-08-27T00:00:00",
|
||
"2023-08-28T00:00:00",
|
||
"2023-08-29T00:00:00",
|
||
"2023-08-30T00:00:00",
|
||
"2023-08-31T00:00:00",
|
||
"2023-09-01T00:00:00",
|
||
"2023-09-02T00:00:00",
|
||
"2023-09-03T00:00:00",
|
||
"2023-09-04T00:00:00",
|
||
"2023-09-05T00:00:00",
|
||
"2023-09-06T00:00:00",
|
||
"2023-09-07T00:00:00",
|
||
"2023-09-08T00:00:00",
|
||
"2023-09-09T00:00:00",
|
||
"2023-09-10T00:00:00",
|
||
"2023-09-11T00:00:00",
|
||
"2023-09-12T00:00:00",
|
||
"2023-09-13T00:00:00",
|
||
"2023-09-14T00:00:00",
|
||
"2023-09-15T00:00:00",
|
||
"2023-09-16T00:00:00",
|
||
"2023-09-17T00:00:00",
|
||
"2023-09-18T00:00:00",
|
||
"2023-09-19T00:00:00",
|
||
"2023-09-20T00:00:00",
|
||
"2023-09-21T00:00:00",
|
||
"2023-09-22T00:00:00",
|
||
"2023-09-23T00:00:00",
|
||
"2023-09-24T00:00:00",
|
||
"2023-09-25T00:00:00",
|
||
"2023-09-26T00:00:00",
|
||
"2023-09-27T00:00:00",
|
||
"2023-09-28T00:00:00",
|
||
"2023-09-29T00:00:00",
|
||
"2023-09-30T00:00:00",
|
||
"2023-10-01T00:00:00",
|
||
"2023-10-02T00:00:00",
|
||
"2023-10-03T00:00:00",
|
||
"2023-10-04T00:00:00",
|
||
"2023-10-05T00:00:00",
|
||
"2023-10-06T00:00:00",
|
||
"2023-10-07T00:00:00",
|
||
"2023-10-08T00:00:00",
|
||
"2023-10-09T00:00:00",
|
||
"2023-10-10T00:00:00",
|
||
"2023-10-11T00:00:00",
|
||
"2023-10-12T00:00:00",
|
||
"2023-10-13T00:00:00",
|
||
"2023-10-14T00:00:00",
|
||
"2023-10-15T00:00:00",
|
||
"2023-10-16T00:00:00",
|
||
"2023-10-17T00:00:00",
|
||
"2023-10-18T00:00:00",
|
||
"2023-10-19T00:00:00",
|
||
"2023-10-20T00:00:00",
|
||
"2023-10-21T00:00:00",
|
||
"2023-10-22T00:00:00",
|
||
"2023-10-23T00:00:00",
|
||
"2023-10-24T00:00:00",
|
||
"2023-10-25T00:00:00",
|
||
"2023-10-26T00:00:00",
|
||
"2023-10-27T00:00:00",
|
||
"2023-10-28T00:00:00",
|
||
"2023-10-29T00:00:00",
|
||
"2023-10-30T00:00:00",
|
||
"2023-10-31T00:00:00",
|
||
"2023-11-01T00:00:00",
|
||
"2023-11-02T00:00:00",
|
||
"2023-11-03T00:00:00",
|
||
"2023-11-04T00:00:00",
|
||
"2023-11-05T00:00:00",
|
||
"2023-11-06T00:00:00",
|
||
"2023-11-07T00:00:00",
|
||
"2023-11-08T00:00:00",
|
||
"2023-11-09T00:00:00",
|
||
"2023-11-10T00:00:00",
|
||
"2023-11-11T00:00:00",
|
||
"2023-11-12T00:00:00",
|
||
"2023-11-13T00:00:00",
|
||
"2023-11-14T00:00:00",
|
||
"2023-11-15T00:00:00",
|
||
"2023-11-16T00:00:00",
|
||
"2023-11-17T00:00:00",
|
||
"2023-11-18T00:00:00",
|
||
"2023-11-19T00:00:00",
|
||
"2023-11-20T00:00:00",
|
||
"2023-11-21T00:00:00",
|
||
"2023-11-22T00:00:00",
|
||
"2023-11-23T00:00:00",
|
||
"2023-11-24T00:00:00",
|
||
"2023-11-25T00:00:00",
|
||
"2023-11-26T00:00:00",
|
||
"2023-11-27T00:00:00",
|
||
"2023-11-28T00:00:00",
|
||
"2023-11-29T00:00:00",
|
||
"2023-11-30T00:00:00",
|
||
"2023-12-01T00:00:00",
|
||
"2023-12-02T00:00:00",
|
||
"2023-12-03T00:00:00",
|
||
"2023-12-04T00:00:00",
|
||
"2023-12-05T00:00:00",
|
||
"2023-12-06T00:00:00",
|
||
"2023-12-07T00:00:00",
|
||
"2023-12-08T00:00:00",
|
||
"2023-12-09T00:00:00",
|
||
"2023-12-10T00:00:00",
|
||
"2023-12-11T00:00:00",
|
||
"2023-12-12T00:00:00",
|
||
"2023-12-13T00:00:00",
|
||
"2023-12-14T00:00:00",
|
||
"2023-12-15T00:00:00",
|
||
"2023-12-16T00:00:00",
|
||
"2023-12-17T00:00:00",
|
||
"2023-12-18T00:00:00",
|
||
"2023-12-19T00:00:00",
|
||
"2023-12-20T00:00:00",
|
||
"2023-12-21T00:00:00",
|
||
"2023-12-22T00:00:00",
|
||
"2023-12-23T00:00:00",
|
||
"2023-12-24T00:00:00",
|
||
"2023-12-25T00:00:00",
|
||
"2023-12-26T00:00:00",
|
||
"2023-12-27T00:00:00",
|
||
"2023-12-28T00:00:00",
|
||
"2023-12-29T00:00:00",
|
||
"2023-12-30T00:00:00",
|
||
"2023-12-31T00:00:00",
|
||
"2024-01-01T00:00:00",
|
||
"2024-01-02T00:00:00",
|
||
"2024-01-03T00:00:00",
|
||
"2024-01-04T00:00:00",
|
||
"2024-01-05T00:00:00",
|
||
"2024-01-06T00:00:00",
|
||
"2024-01-07T00:00:00",
|
||
"2024-01-08T00:00:00",
|
||
"2024-01-09T00:00:00",
|
||
"2024-01-10T00:00:00",
|
||
"2024-01-11T00:00:00",
|
||
"2024-01-12T00:00:00",
|
||
"2024-01-13T00:00:00",
|
||
"2024-01-14T00:00:00",
|
||
"2024-01-15T00:00:00",
|
||
"2024-01-16T00:00:00",
|
||
"2024-01-17T00:00:00",
|
||
"2024-01-18T00:00:00",
|
||
"2024-01-19T00:00:00",
|
||
"2024-01-20T00:00:00",
|
||
"2024-01-21T00:00:00",
|
||
"2024-01-22T00:00:00",
|
||
"2024-01-23T00:00:00",
|
||
"2024-01-24T00:00:00",
|
||
"2024-01-25T00:00:00",
|
||
"2024-01-26T00:00:00",
|
||
"2024-01-27T00:00:00",
|
||
"2024-01-28T00:00:00",
|
||
"2024-01-29T00:00:00",
|
||
"2024-01-30T00:00:00",
|
||
"2024-01-31T00:00:00",
|
||
"2024-02-01T00:00:00",
|
||
"2024-02-02T00:00:00",
|
||
"2024-02-03T00:00:00",
|
||
"2024-02-04T00:00:00",
|
||
"2024-02-05T00:00:00",
|
||
"2024-02-06T00:00:00",
|
||
"2024-02-07T00:00:00",
|
||
"2024-02-08T00:00:00",
|
||
"2024-02-09T00:00:00",
|
||
"2024-02-10T00:00:00",
|
||
"2024-02-11T00:00:00",
|
||
"2024-02-12T00:00:00",
|
||
"2024-02-13T00:00:00",
|
||
"2024-02-14T00:00:00",
|
||
"2024-02-15T00:00:00",
|
||
"2024-02-16T00:00:00",
|
||
"2024-02-17T00:00:00",
|
||
"2024-02-18T00:00:00",
|
||
"2024-02-19T00:00:00",
|
||
"2024-02-20T00:00:00",
|
||
"2024-02-21T00:00:00",
|
||
"2024-02-22T00:00:00",
|
||
"2024-02-23T00:00:00",
|
||
"2024-02-24T00:00:00",
|
||
"2024-02-25T00:00:00",
|
||
"2024-02-26T00:00:00",
|
||
"2024-02-27T00:00:00",
|
||
"2024-02-28T00:00:00",
|
||
"2024-02-29T00:00:00",
|
||
"2024-03-01T00:00:00",
|
||
"2024-03-02T00:00:00",
|
||
"2024-03-03T00:00:00",
|
||
"2024-03-04T00:00:00",
|
||
"2024-03-05T00:00:00",
|
||
"2024-03-06T00:00:00",
|
||
"2024-03-07T00:00:00",
|
||
"2024-03-08T00:00:00",
|
||
"2024-03-09T00:00:00",
|
||
"2024-03-10T00:00:00",
|
||
"2024-03-11T00:00:00",
|
||
"2024-03-12T00:00:00",
|
||
"2024-03-13T00:00:00",
|
||
"2024-03-14T00:00:00",
|
||
"2024-03-15T00:00:00",
|
||
"2024-03-16T00:00:00",
|
||
"2024-03-17T00:00:00",
|
||
"2024-03-18T00:00:00",
|
||
"2024-03-19T00:00:00",
|
||
"2024-03-20T00:00:00",
|
||
"2024-03-21T00:00:00",
|
||
"2024-03-22T00:00:00",
|
||
"2024-03-23T00:00:00",
|
||
"2024-03-24T00:00:00",
|
||
"2024-03-25T00:00:00",
|
||
"2024-03-26T00:00:00",
|
||
"2024-03-27T00:00:00",
|
||
"2024-03-28T00:00:00",
|
||
"2024-03-29T00:00:00",
|
||
"2024-03-30T00:00:00",
|
||
"2024-03-31T00:00:00",
|
||
"2024-04-01T00:00:00",
|
||
"2024-04-02T00:00:00",
|
||
"2024-04-03T00:00:00",
|
||
"2024-04-04T00:00:00",
|
||
"2024-04-05T00:00:00",
|
||
"2024-04-06T00:00:00",
|
||
"2024-04-07T00:00:00",
|
||
"2024-04-08T00:00:00",
|
||
"2024-04-09T00:00:00",
|
||
"2024-04-10T00:00:00",
|
||
"2024-04-11T00:00:00",
|
||
"2024-04-12T00:00:00",
|
||
"2024-04-13T00:00:00",
|
||
"2024-04-14T00:00:00",
|
||
"2024-04-15T00:00:00",
|
||
"2024-04-16T00:00:00",
|
||
"2024-04-17T00:00:00",
|
||
"2024-04-18T00:00:00",
|
||
"2024-04-19T00:00:00",
|
||
"2024-04-20T00:00:00",
|
||
"2024-04-21T00:00:00",
|
||
"2024-04-22T00:00:00",
|
||
"2024-04-23T00:00:00",
|
||
"2024-04-24T00:00:00",
|
||
"2024-04-25T00:00:00",
|
||
"2024-04-26T00:00:00",
|
||
"2024-04-27T00:00:00",
|
||
"2024-04-28T00:00:00",
|
||
"2024-04-29T00:00:00",
|
||
"2024-04-30T00:00:00",
|
||
"2024-05-01T00:00:00",
|
||
"2024-05-02T00:00:00",
|
||
"2024-05-03T00:00:00",
|
||
"2024-05-04T00:00:00",
|
||
"2024-05-05T00:00:00",
|
||
"2024-05-06T00:00:00",
|
||
"2024-05-07T00:00:00",
|
||
"2024-05-08T00:00:00",
|
||
"2024-05-09T00:00:00",
|
||
"2024-05-10T00:00:00",
|
||
"2024-05-11T00:00:00",
|
||
"2024-05-12T00:00:00",
|
||
"2024-05-13T00:00:00",
|
||
"2024-05-14T00:00:00",
|
||
"2024-05-15T00:00:00",
|
||
"2024-05-16T00:00:00",
|
||
"2024-05-17T00:00:00",
|
||
"2024-05-18T00:00:00",
|
||
"2024-05-19T00:00:00",
|
||
"2024-05-20T00:00:00",
|
||
"2024-05-21T00:00:00",
|
||
"2024-05-22T00:00:00",
|
||
"2024-05-23T00:00:00",
|
||
"2024-05-24T00:00:00",
|
||
"2024-05-25T00:00:00",
|
||
"2024-05-26T00:00:00",
|
||
"2024-05-27T00:00:00",
|
||
"2024-05-28T00:00:00",
|
||
"2024-05-29T00:00:00",
|
||
"2024-05-30T00:00:00",
|
||
"2024-05-31T00:00:00",
|
||
"2024-06-01T00:00:00",
|
||
"2024-06-02T00:00:00",
|
||
"2024-06-03T00:00:00",
|
||
"2024-06-04T00:00:00",
|
||
"2024-06-05T00:00:00",
|
||
"2024-06-06T00:00:00",
|
||
"2024-06-07T00:00:00",
|
||
"2024-06-08T00:00:00",
|
||
"2024-06-09T00:00:00",
|
||
"2024-06-10T00:00:00",
|
||
"2024-06-11T00:00:00",
|
||
"2024-06-12T00:00:00",
|
||
"2024-06-13T00:00:00",
|
||
"2024-06-14T00:00:00",
|
||
"2024-06-15T00:00:00",
|
||
"2024-06-16T00:00:00",
|
||
"2024-06-17T00:00:00",
|
||
"2024-06-18T00:00:00",
|
||
"2024-06-19T00:00:00",
|
||
"2024-06-20T00:00:00",
|
||
"2024-06-21T00:00:00",
|
||
"2024-06-22T00:00:00",
|
||
"2024-06-23T00:00:00",
|
||
"2024-06-24T00:00:00",
|
||
"2024-06-25T00:00:00",
|
||
"2024-06-26T00:00:00",
|
||
"2024-06-27T00:00:00",
|
||
"2024-06-28T00:00:00",
|
||
"2024-06-29T00:00:00",
|
||
"2024-06-30T00:00:00",
|
||
"2024-07-01T00:00:00",
|
||
"2024-07-02T00:00:00",
|
||
"2024-07-03T00:00:00",
|
||
"2024-07-04T00:00:00",
|
||
"2024-07-05T00:00:00",
|
||
"2024-07-06T00:00:00",
|
||
"2024-07-07T00:00:00",
|
||
"2024-07-08T00:00:00",
|
||
"2024-07-09T00:00:00",
|
||
"2024-07-10T00:00:00",
|
||
"2024-07-11T00:00:00",
|
||
"2024-07-12T00:00:00",
|
||
"2024-07-13T00:00:00",
|
||
"2024-07-14T00:00:00",
|
||
"2024-07-15T00:00:00",
|
||
"2024-07-16T00:00:00",
|
||
"2024-07-17T00:00:00",
|
||
"2024-07-18T00:00:00",
|
||
"2024-07-19T00:00:00",
|
||
"2024-07-20T00:00:00",
|
||
"2024-07-21T00:00:00",
|
||
"2024-07-22T00:00:00",
|
||
"2024-07-23T00:00:00",
|
||
"2024-07-24T00:00:00",
|
||
"2024-07-25T00:00:00",
|
||
"2024-07-26T00:00:00",
|
||
"2024-07-27T00:00:00",
|
||
"2024-07-28T00:00:00",
|
||
"2024-07-29T00:00:00",
|
||
"2024-07-30T00:00:00",
|
||
"2024-07-31T00:00:00",
|
||
"2024-08-01T00:00:00",
|
||
"2024-08-02T00:00:00",
|
||
"2024-08-03T00:00:00",
|
||
"2024-08-04T00:00:00",
|
||
"2024-08-05T00:00:00",
|
||
"2024-08-06T00:00:00",
|
||
"2024-08-07T00:00:00",
|
||
"2024-08-08T00:00:00",
|
||
"2024-08-09T00:00:00",
|
||
"2024-08-10T00:00:00",
|
||
"2024-08-11T00:00:00",
|
||
"2024-08-12T00:00:00",
|
||
"2024-08-13T00:00:00",
|
||
"2024-08-14T00:00:00",
|
||
"2024-08-15T00:00:00",
|
||
"2024-08-16T00:00:00",
|
||
"2024-08-17T00:00:00",
|
||
"2024-08-18T00:00:00",
|
||
"2024-08-19T00:00:00",
|
||
"2024-08-20T00:00:00",
|
||
"2024-08-21T00:00:00",
|
||
"2024-08-22T00:00:00",
|
||
"2024-08-23T00:00:00",
|
||
"2024-08-24T00:00:00",
|
||
"2024-08-25T00:00:00",
|
||
"2024-08-26T00:00:00",
|
||
"2024-08-27T00:00:00",
|
||
"2024-08-28T00:00:00",
|
||
"2024-08-29T00:00:00",
|
||
"2024-08-30T00:00:00",
|
||
"2024-08-31T00:00:00",
|
||
"2024-09-01T00:00:00",
|
||
"2024-09-02T00:00:00",
|
||
"2024-09-03T00:00:00",
|
||
"2024-09-04T00:00:00",
|
||
"2024-09-05T00:00:00",
|
||
"2024-09-06T00:00:00",
|
||
"2024-09-07T00:00:00",
|
||
"2024-09-08T00:00:00",
|
||
"2024-09-09T00:00:00",
|
||
"2024-09-10T00:00:00",
|
||
"2024-09-11T00:00:00",
|
||
"2024-09-12T00:00:00",
|
||
"2024-09-13T00:00:00",
|
||
"2024-09-14T00:00:00",
|
||
"2024-09-15T00:00:00",
|
||
"2024-09-16T00:00:00",
|
||
"2024-09-17T00:00:00",
|
||
"2024-09-18T00:00:00",
|
||
"2024-09-19T00:00:00",
|
||
"2024-09-20T00:00:00",
|
||
"2024-09-21T00:00:00",
|
||
"2024-09-22T00:00:00",
|
||
"2024-09-23T00:00:00",
|
||
"2024-09-24T00:00:00",
|
||
"2024-09-25T00:00:00",
|
||
"2024-09-26T00:00:00",
|
||
"2024-09-27T00:00:00",
|
||
"2024-09-28T00:00:00",
|
||
"2024-09-29T00:00:00",
|
||
"2024-09-30T00:00:00",
|
||
"2024-10-01T00:00:00",
|
||
"2024-10-02T00:00:00",
|
||
"2024-10-03T00:00:00",
|
||
"2024-10-04T00:00:00",
|
||
"2024-10-05T00:00:00",
|
||
"2024-10-06T00:00:00",
|
||
"2024-10-07T00:00:00",
|
||
"2024-10-08T00:00:00",
|
||
"2024-10-09T00:00:00",
|
||
"2024-10-10T00:00:00",
|
||
"2024-10-11T00:00:00",
|
||
"2024-10-12T00:00:00",
|
||
"2024-10-13T00:00:00",
|
||
"2024-10-14T00:00:00",
|
||
"2024-10-15T00:00:00",
|
||
"2024-10-16T00:00:00",
|
||
"2024-10-17T00:00:00",
|
||
"2024-10-18T00:00:00",
|
||
"2024-10-19T00:00:00",
|
||
"2024-10-20T00:00:00",
|
||
"2024-10-21T00:00:00",
|
||
"2024-10-22T00:00:00",
|
||
"2024-10-23T00:00:00",
|
||
"2024-10-24T00:00:00",
|
||
"2024-10-25T00:00:00",
|
||
"2024-10-26T00:00:00",
|
||
"2024-10-27T00:00:00",
|
||
"2024-10-28T00:00:00",
|
||
"2024-10-29T00:00:00",
|
||
"2024-10-30T00:00:00",
|
||
"2024-10-31T00:00:00",
|
||
"2024-11-01T00:00:00",
|
||
"2024-11-02T00:00:00",
|
||
"2024-11-03T00:00:00",
|
||
"2024-11-04T00:00:00",
|
||
"2024-11-05T00:00:00",
|
||
"2024-11-06T00:00:00",
|
||
"2024-11-07T00:00:00",
|
||
"2024-11-08T00:00:00",
|
||
"2024-11-09T00:00:00",
|
||
"2024-11-10T00:00:00",
|
||
"2024-11-11T00:00:00",
|
||
"2024-11-12T00:00:00",
|
||
"2024-11-13T00:00:00",
|
||
"2024-11-14T00:00:00",
|
||
"2024-11-15T00:00:00",
|
||
"2024-11-16T00:00:00",
|
||
"2024-11-17T00:00:00",
|
||
"2024-11-18T00:00:00",
|
||
"2024-11-19T00:00:00",
|
||
"2024-11-20T00:00:00",
|
||
"2024-11-21T00:00:00",
|
||
"2024-11-22T00:00:00",
|
||
"2024-11-23T00:00:00",
|
||
"2024-11-24T00:00:00",
|
||
"2024-11-25T00:00:00",
|
||
"2024-11-26T00:00:00",
|
||
"2024-11-27T00:00:00",
|
||
"2024-11-28T00:00:00",
|
||
"2024-11-29T00:00:00",
|
||
"2024-11-30T00:00:00",
|
||
"2024-12-01T00:00:00",
|
||
"2024-12-02T00:00:00",
|
||
"2024-12-03T00:00:00",
|
||
"2024-12-04T00:00:00",
|
||
"2024-12-05T00:00:00",
|
||
"2024-12-06T00:00:00",
|
||
"2024-12-07T00:00:00",
|
||
"2024-12-08T00:00:00",
|
||
"2024-12-09T00:00:00",
|
||
"2024-12-10T00:00:00",
|
||
"2024-12-11T00:00:00",
|
||
"2024-12-12T00:00:00",
|
||
"2024-12-13T00:00:00",
|
||
"2024-12-14T00:00:00",
|
||
"2024-12-15T00:00:00",
|
||
"2024-12-16T00:00:00",
|
||
"2024-12-17T00:00:00",
|
||
"2024-12-18T00:00:00",
|
||
"2024-12-19T00:00:00",
|
||
"2024-12-20T00:00:00",
|
||
"2024-12-21T00:00:00",
|
||
"2024-12-22T00:00:00",
|
||
"2024-12-23T00:00:00",
|
||
"2024-12-24T00:00:00",
|
||
"2024-12-25T00:00:00",
|
||
"2024-12-26T00:00:00",
|
||
"2024-12-27T00:00:00",
|
||
"2024-12-28T00:00:00",
|
||
"2024-12-29T00:00:00",
|
||
"2024-12-30T00:00:00",
|
||
"2024-12-31T00:00:00",
|
||
"2025-01-01T00:00:00",
|
||
"2025-01-02T00:00:00",
|
||
"2025-01-03T00:00:00",
|
||
"2025-01-04T00:00:00",
|
||
"2025-01-05T00:00:00",
|
||
"2025-01-06T00:00:00",
|
||
"2025-01-07T00:00:00",
|
||
"2025-01-08T00:00:00",
|
||
"2025-01-09T00:00:00",
|
||
"2025-01-10T00:00:00",
|
||
"2025-01-11T00:00:00",
|
||
"2025-01-12T00:00:00",
|
||
"2025-01-13T00:00:00",
|
||
"2025-01-14T00:00:00",
|
||
"2025-01-15T00:00:00",
|
||
"2025-01-16T00:00:00",
|
||
"2025-01-17T00:00:00",
|
||
"2025-01-18T00:00:00",
|
||
"2025-01-19T00:00:00",
|
||
"2025-01-20T00:00:00",
|
||
"2025-01-21T00:00:00",
|
||
"2025-01-22T00:00:00",
|
||
"2025-01-23T00:00:00",
|
||
"2025-01-24T00:00:00",
|
||
"2025-01-25T00:00:00",
|
||
"2025-01-26T00:00:00",
|
||
"2025-01-27T00:00:00",
|
||
"2025-01-28T00:00:00",
|
||
"2025-01-29T00:00:00",
|
||
"2025-01-30T00:00:00",
|
||
"2025-01-31T00:00:00",
|
||
"2025-02-01T00:00:00",
|
||
"2025-02-02T00:00:00",
|
||
"2025-02-03T00:00:00",
|
||
"2025-02-04T00:00:00",
|
||
"2025-02-05T00:00:00",
|
||
"2025-02-06T00:00:00",
|
||
"2025-02-07T00:00:00",
|
||
"2025-02-08T00:00:00",
|
||
"2025-02-09T00:00:00",
|
||
"2025-02-10T00:00:00",
|
||
"2025-02-11T00:00:00",
|
||
"2025-02-12T00:00:00",
|
||
"2025-02-13T00:00:00",
|
||
"2025-02-14T00:00:00",
|
||
"2025-02-15T00:00:00",
|
||
"2025-02-16T00:00:00",
|
||
"2025-02-17T00:00:00",
|
||
"2025-02-18T00:00:00",
|
||
"2025-02-19T00:00:00",
|
||
"2025-02-20T00:00:00",
|
||
"2025-02-21T00:00:00",
|
||
"2025-02-22T00:00:00",
|
||
"2025-02-23T00:00:00",
|
||
"2025-02-24T00:00:00",
|
||
"2025-02-25T00:00:00",
|
||
"2025-02-26T00:00:00",
|
||
"2025-02-27T00:00:00",
|
||
"2025-02-28T00:00:00",
|
||
"2025-03-01T00:00:00",
|
||
"2025-03-02T00:00:00",
|
||
"2025-03-03T00:00:00",
|
||
"2025-03-04T00:00:00",
|
||
"2025-03-05T00:00:00",
|
||
"2025-03-06T00:00:00",
|
||
"2025-03-07T00:00:00",
|
||
"2025-03-08T00:00:00",
|
||
"2025-03-09T00:00:00",
|
||
"2025-03-10T00:00:00",
|
||
"2025-03-11T00:00:00",
|
||
"2025-03-12T00:00:00",
|
||
"2025-03-13T00:00:00",
|
||
"2025-03-14T00:00:00",
|
||
"2025-03-15T00:00:00",
|
||
"2025-03-16T00:00:00",
|
||
"2025-03-17T00:00:00",
|
||
"2025-03-18T00:00:00",
|
||
"2025-03-19T00:00:00",
|
||
"2025-03-20T00:00:00",
|
||
"2025-03-21T00:00:00",
|
||
"2025-03-22T00:00:00",
|
||
"2025-03-23T00:00:00",
|
||
"2025-03-24T00:00:00",
|
||
"2025-03-25T00:00:00",
|
||
"2025-03-26T00:00:00",
|
||
"2025-03-27T00:00:00",
|
||
"2025-03-28T00:00:00",
|
||
"2025-03-29T00:00:00",
|
||
"2025-03-30T00:00:00",
|
||
"2025-03-31T00:00:00",
|
||
"2025-04-01T00:00:00",
|
||
"2025-04-02T00:00:00",
|
||
"2025-04-03T00:00:00",
|
||
"2025-04-04T00:00:00",
|
||
"2025-04-05T00:00:00",
|
||
"2025-04-06T00:00:00",
|
||
"2025-04-07T00:00:00",
|
||
"2025-04-08T00:00:00",
|
||
"2025-04-09T00:00:00",
|
||
"2025-04-10T00:00:00",
|
||
"2025-04-11T00:00:00",
|
||
"2025-04-12T00:00:00",
|
||
"2025-04-13T00:00:00",
|
||
"2025-04-14T00:00:00",
|
||
"2025-04-15T00:00:00",
|
||
"2025-04-16T00:00:00",
|
||
"2025-04-17T00:00:00",
|
||
"2025-04-18T00:00:00",
|
||
"2025-04-19T00:00:00",
|
||
"2025-04-20T00:00:00",
|
||
"2025-04-21T00:00:00",
|
||
"2025-04-22T00:00:00",
|
||
"2025-04-23T00:00:00",
|
||
"2025-04-24T00:00:00",
|
||
"2025-04-25T00:00:00",
|
||
"2025-04-26T00:00:00",
|
||
"2025-04-27T00:00:00",
|
||
"2025-04-28T00:00:00",
|
||
"2025-04-29T00:00:00",
|
||
"2025-04-30T00:00:00",
|
||
"2025-05-01T00:00:00",
|
||
"2025-05-02T00:00:00",
|
||
"2025-05-03T00:00:00",
|
||
"2025-05-04T00:00:00",
|
||
"2025-05-05T00:00:00",
|
||
"2025-05-06T00:00:00",
|
||
"2025-05-07T00:00:00",
|
||
"2025-05-08T00:00:00",
|
||
"2025-05-09T00:00:00",
|
||
"2025-05-10T00:00:00",
|
||
"2025-05-11T00:00:00",
|
||
"2025-05-12T00:00:00",
|
||
"2025-05-13T00:00:00",
|
||
"2025-05-14T00:00:00",
|
||
"2025-05-15T00:00:00",
|
||
"2025-05-16T00:00:00",
|
||
"2025-05-17T00:00:00",
|
||
"2025-05-18T00:00:00",
|
||
"2025-05-19T00:00:00",
|
||
"2025-05-20T00:00:00",
|
||
"2025-05-21T00:00:00",
|
||
"2025-05-22T00:00:00",
|
||
"2025-05-23T00:00:00",
|
||
"2025-05-24T00:00:00",
|
||
"2025-05-25T00:00:00",
|
||
"2025-05-26T00:00:00",
|
||
"2025-05-27T00:00:00",
|
||
"2025-05-28T00:00:00",
|
||
"2025-05-29T00:00:00",
|
||
"2025-05-30T00:00:00",
|
||
"2025-05-31T00:00:00",
|
||
"2025-06-01T00:00:00",
|
||
"2025-06-02T00:00:00",
|
||
"2025-06-03T00:00:00",
|
||
"2025-06-04T00:00:00",
|
||
"2025-06-05T00:00:00",
|
||
"2025-06-06T00:00:00",
|
||
"2025-06-07T00:00:00",
|
||
"2025-06-08T00:00:00",
|
||
"2025-06-09T00:00:00",
|
||
"2025-06-10T00:00:00",
|
||
"2025-06-11T00:00:00",
|
||
"2025-06-12T00:00:00",
|
||
"2025-06-13T00:00:00",
|
||
"2025-06-14T00:00:00",
|
||
"2025-06-15T00:00:00",
|
||
"2025-06-16T00:00:00",
|
||
"2025-06-17T00:00:00",
|
||
"2025-06-18T00:00:00",
|
||
"2025-06-19T00:00:00",
|
||
"2025-06-20T00:00:00",
|
||
"2025-06-21T00:00:00",
|
||
"2025-06-22T00:00:00",
|
||
"2025-06-23T00:00:00",
|
||
"2025-06-24T00:00:00",
|
||
"2025-06-25T00:00:00",
|
||
"2025-06-26T00:00:00",
|
||
"2025-06-27T00:00:00",
|
||
"2025-06-28T00:00:00",
|
||
"2025-06-29T00:00:00",
|
||
"2025-06-30T00:00:00",
|
||
"2025-07-01T00:00:00",
|
||
"2025-07-02T00:00:00",
|
||
"2025-07-03T00:00:00",
|
||
"2025-07-04T00:00:00",
|
||
"2025-07-05T00:00:00",
|
||
"2025-07-06T00:00:00",
|
||
"2025-07-07T00:00:00",
|
||
"2025-07-08T00:00:00",
|
||
"2025-07-09T00:00:00",
|
||
"2025-07-10T00:00:00",
|
||
"2025-07-11T00:00:00",
|
||
"2025-07-12T00:00:00",
|
||
"2025-07-13T00:00:00",
|
||
"2025-07-14T00:00:00",
|
||
"2025-07-15T00:00:00",
|
||
"2025-07-16T00:00:00",
|
||
"2025-07-17T00:00:00",
|
||
"2025-07-18T00:00:00",
|
||
"2025-07-19T00:00:00",
|
||
"2025-07-20T00:00:00",
|
||
"2025-07-21T00:00:00",
|
||
"2025-07-22T00:00:00",
|
||
"2025-07-23T00:00:00",
|
||
"2025-07-24T00:00:00",
|
||
"2025-07-25T00:00:00",
|
||
"2025-07-26T00:00:00",
|
||
"2025-07-27T00:00:00",
|
||
"2025-07-28T00:00:00",
|
||
"2025-07-29T00:00:00",
|
||
"2025-07-30T00:00:00",
|
||
"2025-07-31T00:00:00",
|
||
"2025-08-01T00:00:00",
|
||
"2025-08-02T00:00:00",
|
||
"2025-08-03T00:00:00",
|
||
"2025-08-04T00:00:00",
|
||
"2025-08-05T00:00:00",
|
||
"2025-08-06T00:00:00",
|
||
"2025-08-07T00:00:00",
|
||
"2025-08-08T00:00:00",
|
||
"2025-08-09T00:00:00",
|
||
"2025-08-10T00:00:00",
|
||
"2025-08-11T00:00:00",
|
||
"2025-08-12T00:00:00",
|
||
"2025-08-13T00:00:00",
|
||
"2025-08-14T00:00:00",
|
||
"2025-08-15T00:00:00",
|
||
"2025-08-16T00:00:00",
|
||
"2025-08-17T00:00:00",
|
||
"2025-08-18T00:00:00",
|
||
"2025-08-19T00:00:00",
|
||
"2025-08-20T00:00:00",
|
||
"2025-08-21T00:00:00",
|
||
"2025-08-22T00:00:00",
|
||
"2025-08-23T00:00:00",
|
||
"2025-08-24T00:00:00",
|
||
"2025-08-25T00:00:00",
|
||
"2025-08-26T00:00:00",
|
||
"2025-08-27T00:00:00",
|
||
"2025-08-28T00:00:00",
|
||
"2025-08-29T00:00:00",
|
||
"2025-08-30T00:00:00",
|
||
"2025-08-31T00:00:00",
|
||
"2025-09-01T00:00:00",
|
||
"2025-09-02T00:00:00",
|
||
"2025-09-03T00:00:00",
|
||
"2025-09-04T00:00:00",
|
||
"2025-09-05T00:00:00",
|
||
"2025-09-06T00:00:00",
|
||
"2025-09-07T00:00:00",
|
||
"2025-09-08T00:00:00",
|
||
"2025-09-09T00:00:00",
|
||
"2025-09-10T00:00:00",
|
||
"2025-09-11T00:00:00",
|
||
"2025-09-12T00:00:00",
|
||
"2025-09-13T00:00:00",
|
||
"2025-09-14T00:00:00",
|
||
"2025-09-15T00:00:00",
|
||
"2025-09-16T00:00:00",
|
||
"2025-09-17T00:00:00",
|
||
"2025-09-18T00:00:00",
|
||
"2025-09-19T00:00:00",
|
||
"2025-09-20T00:00:00",
|
||
"2025-09-21T00:00:00",
|
||
"2025-09-22T00:00:00",
|
||
"2025-09-23T00:00:00",
|
||
"2025-09-24T00:00:00",
|
||
"2025-09-25T00:00:00",
|
||
"2025-09-26T00:00:00",
|
||
"2025-09-27T00:00:00",
|
||
"2025-09-28T00:00:00",
|
||
"2025-09-29T00:00:00",
|
||
"2025-09-30T00:00:00",
|
||
"2025-10-01T00:00:00",
|
||
"2025-10-02T00:00:00",
|
||
"2025-10-03T00:00:00",
|
||
"2025-10-04T00:00:00",
|
||
"2025-10-05T00:00:00",
|
||
"2025-10-06T00:00:00",
|
||
"2025-10-07T00:00:00",
|
||
"2025-10-08T00:00:00",
|
||
"2025-10-09T00:00:00",
|
||
"2025-10-10T00:00:00",
|
||
"2025-10-11T00:00:00",
|
||
"2025-10-12T00:00:00",
|
||
"2025-10-13T00:00:00",
|
||
"2025-10-14T00:00:00",
|
||
"2025-10-15T00:00:00",
|
||
"2025-10-16T00:00:00",
|
||
"2025-10-17T00:00:00",
|
||
"2025-10-18T00:00:00",
|
||
"2025-10-19T00:00:00",
|
||
"2025-10-20T00:00:00",
|
||
"2025-10-21T00:00:00",
|
||
"2025-10-22T00:00:00",
|
||
"2025-10-23T00:00:00",
|
||
"2025-10-24T00:00:00",
|
||
"2025-10-25T00:00:00",
|
||
"2025-10-26T00:00:00",
|
||
"2025-10-27T00:00:00",
|
||
"2025-10-28T00:00:00",
|
||
"2025-10-29T00:00:00",
|
||
"2025-10-30T00:00:00",
|
||
"2025-10-31T00:00:00",
|
||
"2025-11-01T00:00:00",
|
||
"2025-11-02T00:00:00",
|
||
"2025-11-03T00:00:00",
|
||
"2025-11-04T00:00:00",
|
||
"2025-11-05T00:00:00",
|
||
"2025-11-06T00:00:00",
|
||
"2025-11-07T00:00:00",
|
||
"2025-11-08T00:00:00",
|
||
"2025-11-09T00:00:00",
|
||
"2025-11-10T00:00:00",
|
||
"2025-11-11T00:00:00",
|
||
"2025-11-12T00:00:00",
|
||
"2025-11-13T00:00:00",
|
||
"2025-11-14T00:00:00",
|
||
"2025-11-15T00:00:00",
|
||
"2025-11-16T00:00:00",
|
||
"2025-11-17T00:00:00",
|
||
"2025-11-18T00:00:00",
|
||
"2025-11-19T00:00:00",
|
||
"2025-11-20T00:00:00",
|
||
"2025-11-21T00:00:00",
|
||
"2025-11-22T00:00:00",
|
||
"2025-11-23T00:00:00",
|
||
"2025-11-24T00:00:00",
|
||
"2025-11-25T00:00:00",
|
||
"2025-11-26T00:00:00",
|
||
"2025-11-27T00:00:00",
|
||
"2025-11-28T00:00:00",
|
||
"2025-11-29T00:00:00",
|
||
"2025-11-30T00:00:00",
|
||
"2025-12-01T00:00:00",
|
||
"2025-12-02T00:00:00",
|
||
"2025-12-03T00:00:00",
|
||
"2025-12-04T00:00:00",
|
||
"2025-12-05T00:00:00",
|
||
"2025-12-06T00:00:00",
|
||
"2025-12-07T00:00:00",
|
||
"2025-12-08T00:00:00",
|
||
"2025-12-09T00:00:00",
|
||
"2025-12-10T00:00:00",
|
||
"2025-12-11T00:00:00",
|
||
"2025-12-12T00:00:00",
|
||
"2025-12-13T00:00:00",
|
||
"2025-12-14T00:00:00",
|
||
"2025-12-15T00:00:00",
|
||
"2025-12-16T00:00:00",
|
||
"2025-12-17T00:00:00",
|
||
"2025-12-18T00:00:00",
|
||
"2025-12-19T00:00:00",
|
||
"2025-12-20T00:00:00",
|
||
"2025-12-21T00:00:00",
|
||
"2025-12-22T00:00:00",
|
||
"2025-12-23T00:00:00",
|
||
"2025-12-24T00:00:00",
|
||
"2025-12-25T00:00:00",
|
||
"2025-12-26T00:00:00",
|
||
"2025-12-27T00:00:00",
|
||
"2025-12-28T00:00:00",
|
||
"2025-12-29T00:00:00",
|
||
"2025-12-30T00:00:00",
|
||
"2025-12-31T00:00:00"
|
||
],
|
||
"xaxis": "x3",
|
||
"y": {
|
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"title": {
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}
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}
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},
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"title": {
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"text": "Macro Regime Indicators (2020-Present)"
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},
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"domain": [
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0.72,
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1.0
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"title": {
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"text": "Spread (%)"
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"title": {
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"text": "Rate (%)"
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"
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Prepare data for visualization (2020 onwards for readability)\n",
|
||
"VIZ_START_DATE = date(2020, 1, 1)\n",
|
||
"\n",
|
||
"viz_df = (\n",
|
||
" macro_features.filter(pl.col(\"timestamp\") >= VIZ_START_DATE)\n",
|
||
" .filter(pl.col(\"yield_curve_spread\").is_not_null())\n",
|
||
" .to_pandas()\n",
|
||
")\n",
|
||
"\n",
|
||
"# Build the three-panel macro-indicator figure in a SINGLE cell so the\n",
|
||
"# inline backend cannot capture a yield-curve-only intermediate render\n",
|
||
"# (feedback_split_cell_figure_bug).\n",
|
||
"fig = make_subplots(\n",
|
||
" rows=3,\n",
|
||
" cols=1,\n",
|
||
" shared_xaxes=True,\n",
|
||
" subplot_titles=(\"Yield Curve Spread (10Y-2Y)\", \"Unemployment Rate\", \"VIX Volatility Index\"),\n",
|
||
" vertical_spacing=0.08,\n",
|
||
")\n",
|
||
"\n",
|
||
"# Yield curve\n",
|
||
"fig.add_trace(\n",
|
||
" go.Scatter(\n",
|
||
" x=viz_df[\"timestamp\"],\n",
|
||
" y=viz_df[\"yield_curve_spread\"],\n",
|
||
" mode=\"lines\",\n",
|
||
" name=\"10Y-2Y Spread\",\n",
|
||
" line={\"color\": \"#1E3A5F\"},\n",
|
||
" ),\n",
|
||
" row=1,\n",
|
||
" col=1,\n",
|
||
")\n",
|
||
"fig.add_hline(y=0, line_dash=\"dash\", line_color=\"red\", row=1, col=1)\n",
|
||
"\n",
|
||
"# Unemployment\n",
|
||
"if \"unemployment_rate\" in viz_df.columns:\n",
|
||
" fig.add_trace(\n",
|
||
" go.Scatter(\n",
|
||
" x=viz_df[\"timestamp\"],\n",
|
||
" y=viz_df[\"unemployment_rate\"],\n",
|
||
" mode=\"lines\",\n",
|
||
" name=\"Unemployment\",\n",
|
||
" line={\"color\": \"#2E5A3F\"},\n",
|
||
" ),\n",
|
||
" row=2,\n",
|
||
" col=1,\n",
|
||
" )\n",
|
||
"\n",
|
||
"# VIX\n",
|
||
"if \"vix\" in viz_df.columns:\n",
|
||
" fig.add_trace(\n",
|
||
" go.Scatter(\n",
|
||
" x=viz_df[\"timestamp\"],\n",
|
||
" y=viz_df[\"vix\"],\n",
|
||
" mode=\"lines\",\n",
|
||
" name=\"VIX\",\n",
|
||
" line={\"color\": \"#5A2E3F\"},\n",
|
||
" ),\n",
|
||
" row=3,\n",
|
||
" col=1,\n",
|
||
" )\n",
|
||
" fig.add_hline(y=20, line_dash=\"dash\", line_color=\"gray\", row=3, col=1)\n",
|
||
"\n",
|
||
"fig.update_layout(\n",
|
||
" height=700,\n",
|
||
" title_text=\"Macro Regime Indicators (2020-Present)\",\n",
|
||
" showlegend=False,\n",
|
||
")\n",
|
||
"fig.update_yaxes(title_text=\"Spread (%)\", row=1, col=1)\n",
|
||
"fig.update_yaxes(title_text=\"Rate (%)\", row=2, col=1)\n",
|
||
"fig.update_yaxes(title_text=\"Index\", row=3, col=1)\n",
|
||
"\n",
|
||
"fig.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "cd28ef15",
|
||
"metadata": {
|
||
"papermill": {
|
||
"duration": 0.007852,
|
||
"end_time": "2026-06-13T03:10:47.142096+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:47.134244+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"source": [
|
||
"## 7. Regime Distribution Analysis"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 17,
|
||
"id": "d6f4a54b",
|
||
"metadata": {
|
||
"execution": {
|
||
"iopub.execute_input": "2026-06-16T02:47:34.306182Z",
|
||
"iopub.status.busy": "2026-06-16T02:47:34.305945Z",
|
||
"iopub.status.idle": "2026-06-16T02:47:34.319437Z",
|
||
"shell.execute_reply": "2026-06-16T02:47:34.318929Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 0.024966,
|
||
"end_time": "2026-06-13T03:10:47.174109+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:47.149143+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Regime Distributions (2020+):\n",
|
||
"\n",
|
||
"yield_curve_regime:\n",
|
||
" normal : 799 ( 36.5%)\n",
|
||
" inverted : 789 ( 36.0%)\n",
|
||
" flat : 574 ( 26.2%)\n",
|
||
" steep : 30 ( 1.4%)\n",
|
||
"\n",
|
||
"volatility_regime:\n",
|
||
" normal_vol : 1,297 ( 59.2%)\n",
|
||
" low_vol : 423 ( 19.3%)\n",
|
||
" elevated_vol : 382 ( 17.4%)\n",
|
||
" high_vol : 90 ( 4.1%)\n",
|
||
"\n",
|
||
"labor_market_regime:\n",
|
||
" tight : 947 ( 43.2%)\n",
|
||
" normal : 850 ( 38.8%)\n",
|
||
" recession : 395 ( 18.0%)\n",
|
||
"\n",
|
||
"inflation_regime:\n",
|
||
" moderate : 1,035 ( 47.2%)\n",
|
||
" high : 791 ( 36.1%)\n",
|
||
" low : 366 ( 16.7%)\n",
|
||
"\n",
|
||
"claims_regime:\n",
|
||
" strong : 1,527 ( 69.7%)\n",
|
||
" weak : 539 ( 24.6%)\n",
|
||
" normal : 126 ( 5.7%)\n",
|
||
"\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# Analyze regime distributions\n",
|
||
"print(\"Regime Distributions (2020+):\\n\")\n",
|
||
"\n",
|
||
"regime_cols = [c for c in macro_features.columns if c.endswith(\"_regime\")]\n",
|
||
"analysis_df = macro_features.filter(pl.col(\"timestamp\") >= VIZ_START_DATE)\n",
|
||
"\n",
|
||
"for col in regime_cols:\n",
|
||
" if col in analysis_df.columns:\n",
|
||
" counts = (\n",
|
||
" analysis_df.filter(pl.col(col).is_not_null())\n",
|
||
" .group_by(col)\n",
|
||
" .len()\n",
|
||
" .sort(\"len\", descending=True)\n",
|
||
" )\n",
|
||
" total = counts[\"len\"].sum()\n",
|
||
" print(f\"{col}:\")\n",
|
||
" for row in counts.iter_rows():\n",
|
||
" pct = 100 * row[1] / total\n",
|
||
" print(f\" {row[0]:15s}: {row[1]:>5,} ({pct:>5.1f}%)\")\n",
|
||
" print()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "f3da354f",
|
||
"metadata": {
|
||
"lines_to_next_cell": 2,
|
||
"papermill": {
|
||
"duration": 0.005237,
|
||
"end_time": "2026-06-13T03:10:47.185097+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:47.179860+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"source": [
|
||
"## 8. Combining with Price Data\n",
|
||
"\n",
|
||
"The ultimate goal: use macro features as inputs to trading strategies. The pre-aligned\n",
|
||
"daily macro data can be joined directly with price data."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 18,
|
||
"id": "3ca26b0f",
|
||
"metadata": {
|
||
"execution": {
|
||
"iopub.execute_input": "2026-06-16T02:47:34.320482Z",
|
||
"iopub.status.busy": "2026-06-16T02:47:34.320350Z",
|
||
"iopub.status.idle": "2026-06-16T02:47:34.332550Z",
|
||
"shell.execute_reply": "2026-06-16T02:47:34.332121Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 0.021607,
|
||
"end_time": "2026-06-13T03:10:47.212327+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:47.190720+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<div><style>\n",
|
||
".dataframe > thead > tr,\n",
|
||
".dataframe > tbody > tr {\n",
|
||
" text-align: right;\n",
|
||
" white-space: pre-wrap;\n",
|
||
"}\n",
|
||
"</style>\n",
|
||
"<small>shape: (10, 6)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>timestamp</th><th>spy_close</th><th>spy_return</th><th>yield_curve_regime</th><th>volatility_regime</th><th>labor_market_regime</th></tr><tr><td>date</td><td>f64</td><td>f64</td><td>str</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>2025-12-17</td><td>667.598694</td><td>-0.011004</td><td>"normal"</td><td>"normal_vol"</td><td>"normal"</td></tr><tr><td>2025-12-18</td><td>672.639954</td><td>0.007551</td><td>"normal"</td><td>"normal_vol"</td><td>"normal"</td></tr><tr><td>2025-12-19</td><td>678.736389</td><td>0.009063</td><td>"normal"</td><td>"low_vol"</td><td>"normal"</td></tr><tr><td>2025-12-22</td><td>682.964844</td><td>0.00623</td><td>"normal"</td><td>"low_vol"</td><td>"normal"</td></tr><tr><td>2025-12-23</td><td>686.086304</td><td>0.00457</td><td>"normal"</td><td>"low_vol"</td><td>"normal"</td></tr><tr><td>2025-12-24</td><td>688.499695</td><td>0.003518</td><td>"normal"</td><td>"low_vol"</td><td>"normal"</td></tr><tr><td>2025-12-26</td><td>688.429871</td><td>-0.000101</td><td>"normal"</td><td>"low_vol"</td><td>"normal"</td></tr><tr><td>2025-12-29</td><td>685.976562</td><td>-0.003564</td><td>"normal"</td><td>"low_vol"</td><td>"normal"</td></tr><tr><td>2025-12-30</td><td>685.138916</td><td>-0.001221</td><td>"normal"</td><td>"low_vol"</td><td>"normal"</td></tr><tr><td>2025-12-31</td><td>680.062744</td><td>-0.007409</td><td>"normal"</td><td>"low_vol"</td><td>"normal"</td></tr></tbody></table></div>"
|
||
],
|
||
"text/plain": [
|
||
"shape: (10, 6)\n",
|
||
"┌────────────┬────────────┬────────────┬───────────────────┬───────────────────┬───────────────────┐\n",
|
||
"│ timestamp ┆ spy_close ┆ spy_return ┆ yield_curve_regim ┆ volatility_regime ┆ labor_market_regi │\n",
|
||
"│ --- ┆ --- ┆ --- ┆ e ┆ --- ┆ me │\n",
|
||
"│ date ┆ f64 ┆ f64 ┆ --- ┆ str ┆ --- │\n",
|
||
"│ ┆ ┆ ┆ str ┆ ┆ str │\n",
|
||
"╞════════════╪════════════╪════════════╪═══════════════════╪═══════════════════╪═══════════════════╡\n",
|
||
"│ 2025-12-17 ┆ 667.598694 ┆ -0.011004 ┆ normal ┆ normal_vol ┆ normal │\n",
|
||
"│ 2025-12-18 ┆ 672.639954 ┆ 0.007551 ┆ normal ┆ normal_vol ┆ normal │\n",
|
||
"│ 2025-12-19 ┆ 678.736389 ┆ 0.009063 ┆ normal ┆ low_vol ┆ normal │\n",
|
||
"│ 2025-12-22 ┆ 682.964844 ┆ 0.00623 ┆ normal ┆ low_vol ┆ normal │\n",
|
||
"│ 2025-12-23 ┆ 686.086304 ┆ 0.00457 ┆ normal ┆ low_vol ┆ normal │\n",
|
||
"│ 2025-12-24 ┆ 688.499695 ┆ 0.003518 ┆ normal ┆ low_vol ┆ normal │\n",
|
||
"│ 2025-12-26 ┆ 688.429871 ┆ -0.000101 ┆ normal ┆ low_vol ┆ normal │\n",
|
||
"│ 2025-12-29 ┆ 685.976562 ┆ -0.003564 ┆ normal ┆ low_vol ┆ normal │\n",
|
||
"│ 2025-12-30 ┆ 685.138916 ┆ -0.001221 ┆ normal ┆ low_vol ┆ normal │\n",
|
||
"│ 2025-12-31 ┆ 680.062744 ┆ -0.007409 ┆ normal ┆ low_vol ┆ normal │\n",
|
||
"└────────────┴────────────┴────────────┴───────────────────┴───────────────────┴───────────────────┘"
|
||
]
|
||
},
|
||
"execution_count": 18,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"def combine_with_prices(\n",
|
||
" macro_df: pl.DataFrame, prices_df: pl.DataFrame, date_col: str = \"timestamp\"\n",
|
||
") -> pl.DataFrame:\n",
|
||
" \"\"\"Combine macro features with price data via left join on date.\"\"\"\n",
|
||
" return prices_df.join(macro_df, on=date_col, how=\"left\")\n",
|
||
"\n",
|
||
"\n",
|
||
"# Load real SPY closes and align to the macro window\n",
|
||
"price_data = (\n",
|
||
" load_etfs(symbols=[\"SPY\"], start_date=str(VIZ_START_DATE))\n",
|
||
" .sort(\"timestamp\")\n",
|
||
" .with_columns(spy_return=pl.col(\"close\").pct_change())\n",
|
||
" .select(timestamp=\"timestamp\", spy_close=\"close\", spy_return=\"spy_return\")\n",
|
||
")\n",
|
||
"\n",
|
||
"# Combine: SPY trading days on the left, daily-aligned macro features attached\n",
|
||
"combined = combine_with_prices(macro_features, price_data)\n",
|
||
"\n",
|
||
"cols = [\"timestamp\", \"spy_close\", \"spy_return\", \"yield_curve_regime\", \"volatility_regime\"]\n",
|
||
"if \"labor_market_regime\" in combined.columns:\n",
|
||
" cols.append(\"labor_market_regime\")\n",
|
||
"combined.select([c for c in cols if c in combined.columns]).tail(10)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "2156c3c1",
|
||
"metadata": {
|
||
"papermill": {
|
||
"duration": 0.006908,
|
||
"end_time": "2026-06-13T03:10:47.228874+00:00",
|
||
"exception": false,
|
||
"start_time": "2026-06-13T03:10:47.221966+00:00",
|
||
"status": "completed"
|
||
}
|
||
},
|
||
"source": [
|
||
"## 9. Key Takeaways\n",
|
||
"\n",
|
||
"| Concept | Implementation |\n",
|
||
"|---------|---------------|\n",
|
||
"| **Point-in-Time** | Apply release lag; use ALFRED vintage queries for historical accuracy |\n",
|
||
"| **Frequency Alignment** | Pre-download handles forward-fill; apply additional lag for release delay |\n",
|
||
"| **Stationarity** | Transform levels to changes, growth rates, and z-scores |\n",
|
||
"| **Regimes** | Threshold-based classifications for interpretable signals |\n",
|
||
"\n",
|
||
"**Common Pitfalls**:\n",
|
||
"- Using observation date instead of release date → look-ahead bias\n",
|
||
"- Using final revised values instead of vintage data → look-ahead bias\n",
|
||
"- Raw levels instead of stationary transforms → spurious correlations\n",
|
||
"- Ignoring release calendar → using information before it's public"
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
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|
||
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|
||
"display_name": "Python 3 (ipykernel)",
|
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"language": "python",
|
||
"name": "python3"
|
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|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
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|
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"version": 3
|
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},
|
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"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.14.3"
|
||
},
|
||
"ml4t_provenance": {
|
||
"source_py_blob": "7852172534a4563646a08a5f20a938d61d9d1213",
|
||
"executed_at": "2026-06-16T02:48:01.162929+00:00",
|
||
"executor": "cpu-local",
|
||
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|
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|
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|
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|
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|
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|
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"environment_variables": {},
|
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"exception": null,
|
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"input_path": "04_fundamental_alternative_data/07_macro_data_alignment.ipynb",
|
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"output_path": "04_fundamental_alternative_data/07_macro_data_alignment.ipynb",
|
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|
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|
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|
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|
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|
||
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|
||
"nbformat_minor": 5
|
||
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|