{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Motif identification in STUMPY\n", "\n", "Idea is to create little pipeline to identify patterns(motifs), pick the top ones and evaluate them by profitability(or some other condition). \n", "\n", "* load/resample data\n", "* apply differencing\n", "* calculate motifs with length N\n", "* evaluate most prominent motifs (either backtest with certain SL/TP or timebased exit or some other condition)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load ohlcv dataframe\n", "\n", "This part just loads ohlcv_df dataframe from local cache. Replace by your ohlcv dataframe." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
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\n", "This is the init_notebook_mode cell from ITables v2.2.1
\n", "(you should not see this message - is your notebook trusted?)\n", "
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Activating profile profile1\n",
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\n" ], "text/plain": [ "Activating profile profile1\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#resampling to lower res\n", "import vectorbtpro as vbt\n", "from v2realbot.utils.utils import zoneNY\n", "vbt.settings.set_theme(\"dark\")\n", "vbt.settings['plotting']['layout']['width'] = 1280\n", "vbt.settings.plotting.auto_rangebreaks = True\n", "basic_data = vbt.Data.from_data(vbt.symbol_dict({\"BAC\": ohlcv_df}), tz_convert=zoneNY)\n", "\n", "basic_data._feature_config = _feature_config\n", "\n", "sec_data = basic_data.data[\"BAC\"]\n", "\n", "t1data = basic_data[['open', 'high', 'low', 'close', 'volume','vwap','trades']].resample(\"1T\")\n", "t1data = t1data.transform(lambda df: df.between_time('09:30', '16:00').dropna())\n", "\n", "\n", "m30data = basic_data[['open', 'high', 'low', 'close', 'volume','vwap','trades']].resample(\"30T\")\n", "m30data = m30data.transform(lambda df: df.between_time('09:30', '16:00').dropna())\n", "#m30data.data[\"BAC\"].info()\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import stumpy\n", "# The length of the motif\n", "m = 20\n", "\n", "#lets use 1min data first\n", "#apply differencing, either absolute .diff() or relative .pct_change() to make data stationary\n", "#first value becomes na - drop it\n", "timeseries_sr = t1data.get('vwap').diff().dropna()\n", "\n", "#for stationary data, we can use just stump\n", "matrix_profile = stumpy.stump(timeseries_sr.values.T, m)\n", "\n", "#timeseries_sr\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Result is NumPy array with 4 columns:\n", "- `Matrix Profile` - distance between each subsequence and nearest neighbor.\n", "- `Matrix Profile Index`- the index of the nearest neighbor for each subsequence, indicating where the closest match to the subsequence occurs in the time series.\n", "- `Left Matrix Profile Index` - the nearest neighbor when looking for matches to the left (earlier in the time series). Useful when analyzing directional dependencies or patterns in time series.\n", "- `Right Matrix Profile Index` - the index of the nearest neighbor when looking for matches to the right (later in the time series).\n", "\n", "Then we use motifs method to get 4 most promiment motifs and 5 closest neihbors for each \n", "\n", "TBD explore anomanly detection (#discord_distances, discord_indices = discords(time_series, mp[:, 0], k=3))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from stumpy import motifs\n", "\n", "#get 4 most prominent motifs\n", "motif_distances, motif_indices = motifs(timeseries_sr, matrix_profile[:, 0], max_motifs=4, min_neighbors=5)\n", "\n", "#motif_distances\n", "#motif_indices" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The we can visualize these first as Overlay and then on the whole timeseries." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#as overlay\n", "from stumpy import motifs, match\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "def visualize_motifs(time_series, motif_distances, motif_indices, subsequence_length, max_neighbors=5):\n", " n_motifs = len(motif_indices)\n", " fig, axs = plt.subplots(n_motifs, 1, figsize=(15, 5*n_motifs), sharex=False)\n", " if n_motifs == 1:\n", " axs = [axs]\n", " \n", " for i, (motif_idxs, distances, ax) in enumerate(zip(motif_indices, motif_distances, axs)):\n", " # Extract the first index if motif_idxs is an array or list\n", " main_motif_idx = motif_idxs[0] if isinstance(motif_idxs, (list, np.ndarray)) else motif_idxs\n", " \n", " # Extract the motif sequence\n", " motif = time_series[main_motif_idx:main_motif_idx+subsequence_length]\n", " \n", " # Plot the main motif\n", " ax.plot(range(subsequence_length), motif, label=f'Motif {i+1}', linewidth=3)\n", " \n", " # Plot neighbors\n", " for j, (neighbor_idx, dist) in enumerate(zip(motif_idxs[1:], distances[1:])):\n", " if j >= max_neighbors:\n", " break\n", " neighbor = time_series[neighbor_idx:neighbor_idx+subsequence_length]\n", " similarity = 1 - dist # Convert distance to similarity\n", " ax.plot(range(subsequence_length), neighbor, \n", " label=f'Neighbor {j+1} (Similarity: {similarity:.2f})', \n", " alpha=0.7)\n", " \n", " ax.set_title(f'Motif {i+1} and its Neighbors')\n", " ax.legend()\n", " ax.set_xlabel('Subsequence Index')\n", " ax.set_ylabel('Value')\n", " \n", " plt.tight_layout()\n", " plt.show()\n", "\n", "visualize_motifs(time_series=timeseries_sr, motif_distances=motif_distances, motif_indices=motif_indices, subsequence_length=m)\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "DatetimeIndex: 1949 entries, 2024-02-12 09:31:00-05:00 to 2024-02-16 15:59:00-05:00\n", "Series name: vwap\n", "Non-Null Count Dtype \n", "-------------- ----- \n", "1949 non-null float64\n", "dtypes: float64(1)\n", "memory usage: 30.5 KB\n" ] } ], "source": [ "timeseries_sr.info()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Visualize on the whole timeseries\n", "import numpy as np\n", "from matplotlib.patches import Rectangle\n", "import matplotlib.colors as mcolors\n", "\n", "def visualize_motifs_on_timeseries(time_series, motif_distances, motif_indices, subsequence_length):\n", " n_motifs = len(motif_indices)\n", " fig, axs = plt.subplots(n_motifs, 1, figsize=(15, 5*n_motifs), sharex=True)\n", " if n_motifs == 1:\n", " axs = [axs]\n", " \n", " # Define a color for each motif\n", " colors = plt.cm.rainbow(np.linspace(0, 1, n_motifs))\n", " \n", " for i, (motif_idxs, distances, ax, color) in enumerate(zip(motif_indices, motif_distances, axs, colors)):\n", " # Plot the entire time series\n", " ax.plot(time_series.values, color='gray', alpha=0.5)\n", " \n", " # Extract the main motif index\n", " main_motif_idx = motif_idxs[0] if isinstance(motif_idxs, (list, np.ndarray)) else motif_idxs\n", " \n", " # Plot the main motif as a rectangle\n", " rect = Rectangle((main_motif_idx, min(time_series)), subsequence_length, max(time_series) - min(time_series),\n", " facecolor=color, alpha=0.7, label=f'Motif {i+1}')\n", " ax.add_patch(rect)\n", " \n", " # Plot neighbors\n", " nb = 0\n", " for neighbor_idx, dist in zip(motif_idxs[1:], distances[1:]):\n", " nb += 1\n", " similarity = 1 - dist # Convert distance to similarity\n", " # Use similarity to determine the alpha of the color 1 - (0.7 / 5) * x\n", " neighbor_color = mcolors.to_rgba(color, alpha=1 - (0.7 / 5) * dist)\n", " rect = Rectangle((neighbor_idx, min(time_series)), subsequence_length, max(time_series) - min(time_series),\n", " facecolor=neighbor_color, label=f'Neighbor {nb} (Similarity: {similarity:.2f})')\n", " ax.add_patch(rect)\n", "\n", " # # Adjust the limits of the plot so the rectangle is visible\n", " # ax.set_xlim(0, len(time_series))\n", " # ax.set_ylim(min(time_series) - 10, max(time_series) + 10)\n", "\n", " ax.set_title(f'Motif {i+1} and its Neighbors')\n", " ax.legend()\n", " ax.set_xlabel('Time')\n", " ax.set_ylabel('Value')\n", " ax.autoscale()\n", " \n", " plt.tight_layout()\n", " plt.show()\n", "\n", "visualize_motifs_on_timeseries(timeseries_sr, motif_distances, motif_indices, m)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Unanchored chain\n", "\n", "Unanchored chains could be used for trending data." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "timeseries_sr_trending = t1data.get('vwap')\n", "matrix_profile_tr = stumpy.stump(timeseries_sr_trending, m)\n", "\n", "#for trend data we can use \n", "all_chain_set, unanchored_chain = stumpy.allc(matrix_profile_tr[:, 2], matrix_profile_tr[:, 3])" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Charting with lightweight-chart for better interactivity\n", "\n", "#!pip install git+https://github.com/drew2323/lightweight-charts-python.git\n", "from lightweight_charts import JupyterChart, chart, Panel\n", "\n", "motifs = []\n", "for i in range(unanchored_chain.shape[0]):\n", " new_df = timeseries_sr_trending.iloc[unanchored_chain[i]:unanchored_chain[i]+m]\n", " motifs.append((new_df.to_frame(name=f\"Motif {i+1}\"), f\"Motif {i+1}\"))\n", "\n", "pane1 = Panel(\n", " right = [(timeseries_sr_trending.to_frame(name=\"Time series main\"),\"Time series main\")]+motifs\n", ")\n", "\n", "ch = chart([pane1], sync=False, size=\"s\", session=None)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Standard charting\n", "\n", "import itertools\n", "\n", "plt.plot(timeseries_sr_trending, linewidth=1, color='black')\n", "for i in range(unanchored_chain.shape[0]):\n", " y = timeseries_sr_trending.iloc[unanchored_chain[i]:unanchored_chain[i]+m]\n", " x = y.index.values\n", " plt.plot(x, y, linewidth=3)\n", "# color = itertools.cycle(['white', 'gainsboro'])\n", "# for i, x in enumerate(range(0, ohlcv_df.shape[0], 52)):\n", "# plt.text(x+12, 0.9, str(2004+i), color=\"black\", fontsize=20)\n", "# rect = Rectangle((x, -1), 52, 2.5, facecolor=next(color))\n", "# plt.gca().add_patch(rect)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### another approach for visualization of 1D motifs" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "matrix_profile = stumpy.stump(timeseries_sr, m)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Extract the matrix profile values (first column) and the corresponding index (second column)\n", "mp = matrix_profile[:, 0]\n", "mpi = matrix_profile[:, 1]\n", "\n", "# Sort matrix profile to get indices of top motifs\n", "sorted_indices = np.argsort(mp)\n", "\n", "# Top motifs: first, second, and third\n", "top_1_idx = sorted_indices[0]\n", "top_2_idx = sorted_indices[1]\n", "top_3_idx = sorted_indices[2]\n", "\n", "# Get the nearest neighbor indices for the top motifs\n", "top_1_nn_idx = mpi[top_1_idx]\n", "top_2_nn_idx = mpi[top_2_idx]\n", "top_3_nn_idx = mpi[top_3_idx]\n", "\n", "# Plot the time series\n", "plt.figure(figsize=(10, 6))\n", "plt.plot(timeseries_sr.values, label=\"Time Series\", alpha=0.5)\n", "\n", "# Highlight the motifs with different colors\n", "plt.plot(range(top_1_idx, top_1_idx + m), timeseries_sr[top_1_idx:top_1_idx + m], color='red', label=f'Top Motif 1 (Index: {top_1_idx})')\n", "plt.plot(range(top_1_nn_idx, top_1_nn_idx + m), timeseries_sr[top_1_nn_idx:top_1_nn_idx + m], color='red', linestyle='dashed', label=f'Top Motif 1 NN (Index: {top_1_nn_idx})')\n", "\n", "plt.plot(range(top_2_idx, top_2_idx + m), timeseries_sr[top_2_idx:top_2_idx + m], color='green', label=f'Top Motif 2 (Index: {top_2_idx})')\n", "plt.plot(range(top_2_nn_idx, top_2_nn_idx + m), timeseries_sr[top_2_nn_idx:top_2_nn_idx + m], color='green', linestyle='dashed', label=f'Top Motif 2 NN (Index: {top_2_nn_idx})')\n", "\n", "plt.plot(range(top_3_idx, top_3_idx + m), timeseries_sr[top_3_idx:top_3_idx + m], color='blue', label=f'Top Motif 3 (Index: {top_3_idx})')\n", "plt.plot(range(top_3_nn_idx, top_3_nn_idx + m), timeseries_sr[top_3_nn_idx:top_3_nn_idx + m], color='blue', linestyle='dashed', label=f'Top Motif 3 NN (Index: {top_3_nn_idx})')\n", "\n", "# Add title and labels\n", "plt.title('Top 3 Motifs in Time Series')\n", "plt.xlabel('Index')\n", "plt.ylabel('Value')\n", "\n", "# Display legend\n", "plt.legend()\n", "\n", "# Show plot\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Extract the matrix profile values (first column) and the corresponding index (second column)\n", "profile_values = matrix_profile[:, 0]\n", "motif_indices = matrix_profile[:, 1]\n", "\n", "# Find the index of the most prominent motif (the smallest value in the matrix profile)\n", "motif_1_index = np.argmin(profile_values)\n", "motif_2_index = motif_indices[motif_1_index]\n", "\n", "# Extract the actual subsequences from the OHLCV data\n", "motif_1 = timeseries_sr[motif_1_index:motif_1_index + m]\n", "motif_2 = timeseries_sr[motif_2_index:motif_2_index + m]\n", "\n", "# Plot the motifs side by side for comparison\n", "plt.figure(figsize=(10, 6))\n", "plt.plot(motif_1, label=f'Motif 1 (index {motif_1_index})', color='blue')\n", "plt.plot(motif_2, label=f'Motif 2 (index {motif_2_index})', color='red', linestyle='--')\n", "plt.title('Most Prominent Motifs')\n", "plt.xlabel('Time')\n", "plt.ylabel('OHLCV Value')\n", "plt.legend()\n", "plt.grid(True)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Multivariate" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "labels = [\"open\",\"close\",\"vwap\", \"trades\", \"volume\"]\n", "mp_m, indices = stumpy.mstump(t1data.get(labels), m)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "mode": "lines", "name": "open Matrix Profile", "type": "scatter", "y": [ 1.5567092260873072, 1.2243968809281913, 1.216143407997776, 1.003743352647006, 0.9308766114363918, 0.8723556501255925, 0.9360133558831097, 0.8171960587273897, 0.9945204018018772, 1.1181163914692724, 1.1648224693746156, 1.068141384905062, 1.0635247434756887, 0.9398728216681617, 0.9772075063162003, 0.9670620521348158, 1.0830606626568582, 1.6860589920191336, 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"linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Multivariate Matrix Profile for OHLCV Data" }, "xaxis": { "title": { "text": "Time Index" } }, "yaxis": { "title": { "text": "Matrix Profile" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import plotly.graph_objects as go\n", "\n", "# Create a figure\n", "fig = go.Figure()\n", "\n", "# Add traces for each time series component in OHLCV\n", "for i, label in enumerate(labels):\n", " fig.add_trace(go.Scatter(\n", " y=mp_m[i],\n", " mode='lines',\n", " name=f'{label} Matrix Profile'\n", " ))\n", "\n", "# Update layout\n", "fig.update_layout(\n", " title=\"Multivariate Matrix Profile for OHLCV Data\",\n", " xaxis_title=\"Time Index\",\n", " yaxis_title=\"Matrix Profile\",\n", " hovermode=\"x unified\"\n", ")\n", "\n", "# Show the figure\n", "fig.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Univariate and simple backtesting (returns)\n", "\n", "- Load a sample time series dataset.\n", "- Discover motifs using STUMPY's stump and motifs functions.\n", "- Create a DataFrame containing motif indices and their associated returns over a 10-bar horizon.\n", "- Identify the most profitable motif category." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Motif DataFrame with profits:\n", " motif_id match_id distance start_idx end_idx profit\n", "0 0 0 0.000000 370 390 0.206577\n", "1 0 1 1.250590 1653 1673 -0.967765\n", "2 0 2 1.982121 1540 1560 -1.380473\n", "3 0 3 2.503828 266 286 -1.502156\n", "4 1 0 0.000000 760 780 0.654485\n", "5 1 1 1.261131 1150 1170 -0.805488\n", "6 1 2 3.515795 1275 1295 -0.167817\n", "7 1 3 3.590752 1920 1940 NaN\n", "8 2 0 0.000000 1487 1507 -1.861615\n", "9 2 1 2.309025 1740 1760 0.009996\n", "10 2 2 3.323742 1585 1605 -0.992155\n", "11 2 3 3.456676 42 62 -3.815360\n", "\n", "Average profit per motif category:\n", " motif_id profit\n", "0 0 -0.910954\n", "1 1 -0.106273\n", "2 2 -1.664783\n", "\n", "The most profitable motif avg category is: 1.0\n", "\\Sum profit per motif category:\n", " motif_id profit\n", "0 0 -3.643816\n", "1 1 -0.318820\n", "2 2 -6.659133\n", "\n", "The most profitable motif sum category is: 1.0\n" ] } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "import stumpy\n", "\n", "\n", "# Convert the 'close' column to a 1D NumPy array\n", "T = timeseries_sr.values\n", "\n", "# Parameters\n", "N = 20 # Window length (motif length)\n", "max_motifs = 3 # Number of main motifs to discover\n", "motifs_per_category = 4 # Number of similar motifs to extract per main motif\n", "future_horizon = 10 # Number of bars to measure future returns\n", "\n", "# Step 1: Calculate the Matrix Profile\n", "matrix_profile = stumpy.stump(timeseries_sr, m=N)\n", "\n", "# Step 2: Discover the motifs return distances and indices in the shape of (max_motifs, motifs_per_category)\n", "motif_distances, motif_indices = stumpy.motifs(timeseries_sr, matrix_profile[:, 0], max_motifs=max_motifs, max_matches=motifs_per_category)\n", "\n", "# Create a DataFrame to store the motifs information\n", "motif_results = []\n", "\n", "# Since motif_indices is an array of shape (3, 4), iterate accordingly\n", "for motif_id in range(motif_indices.shape[0]): # Iterate over each row, i.e., each motif\n", " for match_id in range(motif_indices.shape[1]): # Iterate over each column, i.e., each match\n", " start_idx = motif_indices[motif_id, match_id]\n", " distance = motif_distances[motif_id, match_id]\n", "\n", " # Check if the entry is valid (not NaN)\n", " if np.isnan(start_idx):\n", " continue\n", " \n", " # Convert to integer for indexing\n", " start_idx = int(start_idx)\n", " end_idx = start_idx + N\n", " \n", " # Check if there's enough data beyond the end index to calculate future returns\n", " if end_idx + future_horizon < len(timeseries_sr):\n", " # Calculate the profit/loss over the next 10 bars from the end of the motif\n", " future_return = (timeseries_sr.iloc[end_idx + future_horizon] - timeseries_sr.iloc[end_idx]) / timeseries_sr.iloc[end_idx]\n", " else:\n", " future_return = np.nan # Not enough future data available\n", " \n", " # Append the motif result\n", " motif_results.append({\n", " 'motif_id': motif_id, # Identifies the motif category within the set\n", " 'match_id': match_id, # Rank/order of the match within the motif category\n", " 'distance': distance,\n", " 'start_idx': start_idx,\n", " 'end_idx': end_idx,\n", " 'profit': future_return\n", " })\n", "\n", "# Convert the results into a DataFrame\n", "motif_df = pd.DataFrame(motif_results)\n", "\n", "# Step 3: Calculate the average profit for each motif category\n", "motif_profits = motif_df.groupby('motif_id')['profit'].mean().reset_index()\n", "most_profitable_motif_id = motif_profits.sort_values(by='profit', ascending=False).iloc[0]['motif_id']\n", "\n", "motif_profits_sum = motif_df.groupby('motif_id')['profit'].sum().reset_index()\n", "most_profitable_motif_sum_id = motif_profits_sum.sort_values(by='profit', ascending=False).iloc[0]['motif_id']\n", "\n", "# Display results\n", "print(\"Motif DataFrame with profits:\\n\", motif_df)\n", "print(\"\\nAverage profit per motif category:\\n\", motif_profits)\n", "print(f\"\\nThe most profitable motif avg category is: {most_profitable_motif_id}\")\n", "print(\"\\Sum profit per motif category:\\n\", motif_profits_sum)\n", "print(f\"\\nThe most profitable motif sum category is: {most_profitable_motif_sum_id}\")" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.11" } }, "nbformat": 4, "nbformat_minor": 2 }