{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f04b7ce2",
   "metadata": {},
   "source": [
    "****\n",
    "# Part 1 · Reading in Survey Data\n",
    "\n",
    "Import monthly SCE CSV files, harmonize column names, and report baseline sample statistics.\n",
    "****\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b1374478",
   "metadata": {},
   "source": [
    "## 1.1\n",
    "In this section we import the necessary Python packages, and read in all SCE files and combine them into a single DataFrame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aadbc6fa",
   "metadata": {},
   "outputs": [],
   "source": [
    "import glob\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "818e3c12",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Pattern to match every SCE monthly CSV in the data folder\n",
    "pattern = \"data/SCE-*.csv\"\n",
    "\n",
    "# List that contains data frame\n",
    "data = []\n",
    "for file in glob.glob(pattern):\n",
    "    # Files use semicolons as separators, so we need sep=';'\n",
    "    d = pd.read_csv(file, sep=\";\")\n",
    "    data.append(d)\n",
    "\n",
    "# Stack all the csv files into one DataFrame and reset the index\n",
    "df = pd.concat(data, ignore_index=True)\n",
    "\n",
    "# Ensure the date column behaves like a datetime, then sort chronologically\n",
    "df[\"date\"] = pd.to_datetime(df[\"date\"])\n",
    "df = df.sort_values(\"date\").reset_index(drop=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "100db46d",
   "metadata": {},
   "source": [
    "## 1.2\n",
    "The following is a report to understand the sample sizes of the Survey of Consumer Expectations (SCE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a4d3a97d",
   "metadata": {},
   "outputs": [],
   "source": [
    "def sample_stats(df):\n",
    "    \"\"\"Print SCE panel statistics.\"\"\"\n",
    "    # Functions to get statistics\n",
    "    n_individuals = df[\"userid\"].nunique()\n",
    "    n_observations = len(df)\n",
    "    n_waves = df[\"wid\"].nunique()\n",
    "    date_min = df[\"date\"].min().date()\n",
    "    date_max = df[\"date\"].max().date()\n",
    "\n",
    "    # Present the statistics in a compact block\n",
    "    format_length = 40\n",
    "    print(\"=\" * format_length)\n",
    "    print(\"SCE Survey Data Summary\".center(format_length))\n",
    "    print(\"=\" * format_length)\n",
    "    print(f\"Number of unique individuals: {n_individuals:,}\".center(format_length))\n",
    "    print(f\"Total observations (rows):    {n_observations:,}\".center(format_length))\n",
    "    print(f\"Number of survey waves:       {n_waves}\".center(format_length))\n",
    "    print(f\"The first date observed is:   {date_min}\".center(format_length))\n",
    "    print(f\"The last date observed is:    {date_max}\".center(format_length))\n",
    "    print(\"=\" * format_length)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "174ebf18",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "========================================\n",
      "        SCE Survey Data Summary         \n",
      "========================================\n",
      "  Number of unique individuals: 23,369  \n",
      " Total observations (rows):    176,101  \n",
      "   Number of survey waves:       139    \n",
      "The first date observed is:   2013-06-01\n",
      "The last date observed is:    2024-12-31\n",
      "========================================\n"
     ]
    }
   ],
   "source": [
    "sample_stats(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4bc073f2",
   "metadata": {},
   "source": [
    "****\n",
    "# Part 2 · Data pre-processing\n",
    "Dropping/filling missing observations and creating additional variables\n",
    "****"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "91dd1450",
   "metadata": {},
   "source": [
    "## 2.1\n",
    "Filling in the missing numeracy variables according to the values from the first observation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3954281c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use list comprehention to collect every “num_lit_*_correct” column so we can work with the whole set at once\n",
    "numeracy_cols = [\n",
    "    col for col in df.columns if col.startswith(\"num_lit_\") and col.endswith(\"correct\")\n",
    "]\n",
    "\n",
    "# Within each respondent, forward/back-fill their numeracy answers to fill gaps\n",
    "df[numeracy_cols] = df.groupby(\"userid\")[numeracy_cols].transform(\n",
    "    lambda s: s.ffill().bfill()\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "669d1121",
   "metadata": {},
   "source": [
    "## 2.2 \n",
    "Dropping all observations with missing values for specific variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1b64c70c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Defining the column groups in order to drop the missing values\n",
    "demographic_cols = [\"female\", \"age\", \"educ\"]\n",
    "expectations_cols = [\"inflation\", \"house_price_change\", \"prob_stocks_up\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "07378a17",
   "metadata": {},
   "outputs": [],
   "source": [
    "def drop_missing(df, cols):\n",
    "    \"\"\"Drop rows that miss any column in 'cols' and report how many were dropped.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    df : pandas.DataFrame\n",
    "        Input table to clean.\n",
    "    cols : Iterable[str]\n",
    "        Column names that must be present (non-null) in each retained row.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    pandas.DataFrame\n",
    "        Filtered copy of `df` with required columns non-missing.\n",
    "    int\n",
    "        Count of rows removed by the filter.\n",
    "    \"\"\"\n",
    "    observations_before_drop = len(df)\n",
    "    df_drop = df.dropna(subset=cols)\n",
    "    return df_drop, observations_before_drop - len(df_drop)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "a9c44f68",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==================================================================\n",
      "                   Dropped Observations Summary                   \n",
      "==================================================================\n",
      " Dropped 868 observations (rows) due to missing demographic data. \n",
      "Dropped 1,683 observations (rows) due to missing expectation data.\n",
      " Dropped 35,974 observations (rows) due to missing numeracy data. \n",
      "------------------------------------------------------------------\n",
      "                Total dropped observations: 38,525                \n",
      "              Remaining total observations: 137,576               \n",
      "==================================================================\n"
     ]
    }
   ],
   "source": [
    "# Define the column groups and their labels\n",
    "data_groups = {\n",
    "    \"demographic\": demographic_cols,\n",
    "    \"expectation\": expectations_cols,\n",
    "    \"numeracy\": numeracy_cols,\n",
    "}\n",
    "\n",
    "\n",
    "# Variables to help with formatting\n",
    "initial_rows = len(df)\n",
    "total_dropped = 0\n",
    "lines = []\n",
    "format_length = 66\n",
    "\n",
    "# Loop to drop missing values from each group\n",
    "for name, cols in data_groups.items():\n",
    "    df, dropped = drop_missing(df, cols)\n",
    "    total_dropped += dropped\n",
    "    lines.append(\n",
    "        f\"Dropped {dropped:,} observations (rows) due to missing {name} data.\".center(\n",
    "            format_length\n",
    "        )\n",
    "    )\n",
    "\n",
    "# Formatting and displaying all observations dropped at each step + total observations\n",
    "print(\"=\" * format_length)\n",
    "print(\"Dropped Observations Summary\".center(format_length))\n",
    "print(\"=\" * format_length)\n",
    "print(\"\\n\".join(lines))\n",
    "print(\"-\" * format_length)\n",
    "print(f\"Total dropped observations: {total_dropped:,}\".center(format_length))\n",
    "print(f\"Remaining total observations: {len(df):,}\".center(format_length))\n",
    "print(\"=\" * format_length)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "55c4b62e",
   "metadata": {},
   "source": [
    "## 2.3\n",
    "\n",
    "Dropping outliers with implausible small or large values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "d0460958",
   "metadata": {},
   "outputs": [],
   "source": [
    "def drop_outliers(df, col, lower_q=0.001, upper_q=0.999):\n",
    "    \"\"\"Trim extreme values in `col` by keeping only the quantile range [lower_q, upper_q].\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    df : pandas.DataFrame\n",
    "        Source data.\n",
    "    col : str\n",
    "        Column name to filter.\n",
    "    lower_q : float, optional\n",
    "        Lower quantile cutoff (default 0.001).\n",
    "    upper_q : float, optional\n",
    "        Upper quantile cutoff (default 0.999).\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    pandas.DataFrame\n",
    "        Copy of `df` with rows outside the quantile band removed.\n",
    "    \"\"\"\n",
    "    # Compute quantile thresholds\n",
    "    low_thresh = df[col].quantile(lower_q)\n",
    "    high_thresh = df[col].quantile(upper_q)\n",
    "\n",
    "    # Create masks for outliers\n",
    "    below_mask = df[col] < low_thresh\n",
    "    above_mask = df[col] > high_thresh\n",
    "\n",
    "    # Variables to keep track of outliers\n",
    "    dropped_low = below_mask.sum()\n",
    "    dropped_high = above_mask.sum()\n",
    "\n",
    "    # Drop the outliers\n",
    "    clean_df = df[(df[col] >= low_thresh) & (df[col] <= high_thresh)].copy()\n",
    "    print(f\"{col}:\".center(format_length))\n",
    "    print(f\"Dropped {dropped_low} rows below {low_thresh:.1f}%\".center(format_length))\n",
    "    print(f\"Dropped {dropped_high} rows above {high_thresh:.1f}%\".center(format_length))\n",
    "    print(f\"Remaining rows: {len(clean_df)}\".center(format_length))\n",
    "    return clean_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "c44a3fe5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==============================\n",
      "   Dropped Outliers Summary   \n",
      "==============================\n",
      "          inflation:          \n",
      " Dropped 92 rows below -75.0% \n",
      " Dropped 27 rows above 100.0% \n",
      "    Remaining rows: 137457    \n",
      "==============================\n",
      "     house_price_change:      \n",
      "Dropped 133 rows below -50.0% \n",
      " Dropped 46 rows above 100.0% \n",
      "    Remaining rows: 137278    \n",
      "==============================\n",
      "       prob_stocks_up:        \n",
      "  Dropped 0 rows below 0.0%   \n",
      " Dropped 0 rows above 100.0%  \n",
      "    Remaining rows: 137278    \n",
      "==============================\n"
     ]
    }
   ],
   "source": [
    "# Drop extreme values in each expectations series\n",
    "format_length = 30\n",
    "print(\"=\" * format_length)\n",
    "print(\"Dropped Outliers Summary\".center(format_length))\n",
    "print(\"=\" * format_length)\n",
    "for col in expectations_cols:\n",
    "    df = drop_outliers(df, col)\n",
    "    print(\"=\" * format_length)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "84ab6b1f",
   "metadata": {},
   "source": [
    "## 2.4\n",
    "New column 'college' that equals 1 if the respondent has a bachelor's degree or higher and 0 otherwise"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "79a3ae5d",
   "metadata": {},
   "outputs": [],
   "source": [
    "df[\"college\"] = (df[\"educ\"] == 4).astype(int)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b706fbe",
   "metadata": {},
   "source": [
    "## 2.5\n",
    "Summarizing the numeracy scores and defining new column 'num_lit_high' for above-median performance."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "92870935",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "===================================\n",
      "     Numerical Literacy Scores     \n",
      "===================================\n",
      " 0.14% of individuals got 0 correct\n",
      " 0.73% of individuals got 1 correct\n",
      " 2.4% of individuals got 2 correct \n",
      " 5.71% of individuals got 3 correct\n",
      "10.51% of individuals got 4 correct\n",
      "16.94% of individuals got 5 correct\n",
      "27.41% of individuals got 6 correct\n",
      "36.17% of individuals got 7 correct\n",
      "===================================\n"
     ]
    }
   ],
   "source": [
    "# Reporting % of the sample of correct responses\n",
    "# For each individual compute the number of correct responses\n",
    "numeracy_by_person = df.groupby(\"userid\", as_index=False)[numeracy_cols].first()\n",
    "numeracy_by_person[\"num_correct\"] = numeracy_by_person[numeracy_cols].sum(axis=1)\n",
    "\n",
    "# Share of respondents at each score\n",
    "count_per_score = numeracy_by_person[\"num_correct\"].value_counts().sort_index()\n",
    "share_per_score = (count_per_score / len(numeracy_by_person) * 100).round(2)\n",
    "\n",
    "# Flag anyone above the median number correct as \"high numeracy\"\n",
    "median_correct = numeracy_by_person[\"num_correct\"].median()\n",
    "numeracy_by_person[\"num_lit_high\"] = (\n",
    "    numeracy_by_person[\"num_correct\"] > median_correct\n",
    ").astype(int)\n",
    "\n",
    "# Merge the high-numeracy indicator back to the data frame\n",
    "df = df.merge(numeracy_by_person[[\"userid\", \"num_lit_high\"]], on=\"userid\", how=\"left\")\n",
    "\n",
    "# Print score distribution\n",
    "format_length = 35\n",
    "print(\"=\" * format_length)\n",
    "print(\"Numerical Literacy Scores\".center(format_length))\n",
    "print(\"=\" * format_length)\n",
    "for score, pct in share_per_score.items():\n",
    "    print(f\"{pct}% of individuals got {int(score)} correct\".center(format_length))\n",
    "print(\"=\" * format_length)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "145707f1",
   "metadata": {},
   "source": [
    "## 2.6\n",
    "The following is an updated report of the sample statistics for the Survey of Consumer Expectations (SCE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "0236f25d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "========================================\n",
      "        SCE Survey Data Summary         \n",
      "========================================\n",
      "  Number of unique individuals: 17,701  \n",
      " Total observations (rows):    137,278  \n",
      "   Number of survey waves:       117    \n",
      "The first date observed is:   2015-04-02\n",
      "The last date observed is:    2024-12-31\n",
      "========================================\n"
     ]
    }
   ],
   "source": [
    "sample_stats(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3d22e2d8",
   "metadata": {},
   "source": [
    "***\n",
    "# Part 3 · Average expectations by group\n",
    "Analysing the three different variables gender, college and numeracy individually\n",
    "***\n",
    "\n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "1262dbac",
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_group_means(df, group_col, exp_cols):\n",
    "    \"\"\"Compute average expectation values within each subgroup.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    df : pandas.DataFrame\n",
    "        Cleaned survey data.\n",
    "    group_col : str\n",
    "        Column name whose categories define the groups (e.g., 'female').\n",
    "    exp_cols : Iterable[str]\n",
    "        Expectation columns to average, such as ['inflation', 'prob_stocks_up'].\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    pandas.DataFrame\n",
    "        One row per group with the mean of each expectation column.\n",
    "    \"\"\"\n",
    "    # Collapse to group-level averages for the requested expectation columns\n",
    "    group_means = df.groupby(group_col)[exp_cols].mean().reset_index()\n",
    "    return group_means"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c3c47cd",
   "metadata": {},
   "source": [
    "## 3.1\n",
    "Computing the average expectations for inflation, house prices, stock market for each of the three variables"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cef60466",
   "metadata": {},
   "source": [
    "**Average expectations for males vs. females**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "917c7556",
   "metadata": {},
   "outputs": [],
   "source": [
    "gender_means = compute_group_means(df, \"female\", expectations_cols)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4639a7f1",
   "metadata": {},
   "source": [
    "**Average expectations for non-college vs. college**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "f22166b7",
   "metadata": {},
   "outputs": [],
   "source": [
    "college_means = compute_group_means(df, \"college\", expectations_cols)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "de9493ae",
   "metadata": {},
   "source": [
    "**Average expectations for low vs. high numeracy**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "e02ad5bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "num_means = compute_group_means(df, \"num_lit_high\", expectations_cols)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "40a402bd",
   "metadata": {},
   "source": [
    "## 3.2\n",
    "Computing the average expectations for inflation, house prices, stock market for each of the three variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "ea5d5229",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_group_bars(\n",
    "    group_means, group_labels, expectations_cols, title, colour1, colour2\n",
    "):\n",
    "    \"\"\"Render side-by-side bar charts comparing expectations across two groups.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    group_means : pandas.DataFrame\n",
    "        Two-row table with one column per expectation metric.\n",
    "    group_labels : Sequence[str]\n",
    "        Display names for each group (order must match the rows in `group_means`).\n",
    "    expectations_cols : Sequence[str]\n",
    "        Expectation variables to plot, e.g. ['inflation', 'prob_stocks_up'].\n",
    "    title : str\n",
    "        Figure title describing the split (e.g., \"Expectations by Gender\").\n",
    "    colour1 : str\n",
    "        Colour for the first group’s bars (Matplotlib format).\n",
    "    colour2 : str\n",
    "        Colour for the second group’s bars (Matplotlib format).\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    matplotlib.figure.Figure\n",
    "        Figure containing three bar charts (one per expectation variable).\n",
    "    \"\"\"\n",
    "    fig, axes = plt.subplots(1, 3, figsize=(12, 4), sharey=False)\n",
    "    fig.suptitle(title, fontsize=14, fontweight=\"bold\")\n",
    "    palette = [colour1, colour2]\n",
    "\n",
    "    # Compare the two group averages for this expectation metric\n",
    "    for i, col in enumerate(expectations_cols):\n",
    "        axes[i].bar(group_labels, group_means[col], color=palette, width=0.6)\n",
    "        axes[i].set_title(col.replace(\"_\", \" \").capitalize(), fontsize=12)\n",
    "        axes[i].set_ylabel(\"Average (%)\")\n",
    "        axes[i].margins(y=0.10)\n",
    "\n",
    "        # Annotate bar heights for quick reading\n",
    "        ymax = max(group_means[col])\n",
    "        for idx, val in enumerate(group_means[col]):\n",
    "            axes[i].text(idx, val + ymax * 0.03, f\"{val:.1f}\", ha=\"center\", fontsize=10)\n",
    "    plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9473ab5",
   "metadata": {},
   "source": [
    "**Average expectations by gender**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "35d9b8ef",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_group_bars(\n",
    "    gender_means,\n",
    "    group_labels=[\"Male\", \"Female\"],\n",
    "    expectations_cols=expectations_cols,\n",
    "    title=\"Average Expectations by Gender\",\n",
    "    colour1=\"#4A1D14D4\",\n",
    "    colour2=\"#DD4343\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9021a994",
   "metadata": {},
   "source": [
    "The cleaned SCE data frame shows that the average expectations vary across gender. Males are overall more optimistic, expecting lower inflation and housing price change and higher probability that stocks go up. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c217acd",
   "metadata": {},
   "source": [
    "**Average expectations by education**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "45f32fa3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_group_bars(\n",
    "    college_means,\n",
    "    group_labels=[\"Non-college\", \"College\"],\n",
    "    expectations_cols=expectations_cols,\n",
    "    title=\"Average Expectations by Education Level\",\n",
    "    colour1=\"#7EE411D4\",\n",
    "    colour2=\"#226F15F9\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cacb176c",
   "metadata": {},
   "source": [
    "Overall, the chart focusing on education levels shows that less-educated households anticipate a higher inflation and stronger growth in house prices, while being more skeptical about stock-market performance. In contrast, college-educated respondents appear more moderate in their inflation and housing expectations but show greater optimism regarding the stock market."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "769432c4",
   "metadata": {},
   "source": [
    "**Average expectations by numeracy**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "ac49cc41",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_group_bars(\n",
    "    num_means,\n",
    "    group_labels=[\"Low numeracy\", \"High numeracy\"],\n",
    "    expectations_cols=expectations_cols,\n",
    "    title=\"Average Expectations by Numerical Literacy\",\n",
    "    colour1=\"#1F7A8C\",\n",
    "    colour2=\"#BFDBF7\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "70654498",
   "metadata": {},
   "source": [
    "Respondents with below-median numerical literacy expect higher inflation and stronger growth in the housing market but expect a lower probability of stock prices increasing, compared to those with higher numerical literacy. This suggests that a higher numerical literacy is associated with more moderate price expectations and greater confidence in the stock market."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3fb4a774",
   "metadata": {},
   "source": [
    "### **Conclusion**\n",
    "\n",
    "Overall, the three bar charts reveal that groups who tend to be more financially informed or advantaged (men, college-educated, and high-numerical literacy) expect a lower inflation and increase for house prices but are more optimistic about stock market gains. Whereas women, lower education, and low-numeracy respondents expect a higher inflation and house price changes but show less confidence in the stock market."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5f54fb67",
   "metadata": {},
   "source": [
    "***\n",
    "# Part 4 · Expectation dynamics by group\n",
    "Investigating how average expectations\n",
    "evolved over time for the period of 2015-2024\n",
    "***\n",
    "\n",
    "\n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "38a8372c",
   "metadata": {},
   "source": [
    "## 4.1\n",
    "Monthly averages grouped by gender, college degree and literacy regarding inflation, house prices,\n",
    "stock market"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "fc7be12f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_monthly_expectations(\n",
    "    df, group_col, exp_cols, start=\"2015-01-01\", end=\"2024-12-31\"\n",
    "):\n",
    "    \"\"\"Collapse to monthly averages for each expectation variable within group\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    df : pandas.DataFrame\n",
    "        Cleaned, dated survey microdata.\n",
    "    group_col : str\n",
    "        Column used to split the sample (e.g., 'female', 'college').\n",
    "    exp_cols : Iterable[str]\n",
    "        Expectation variables to aggregate.\n",
    "    start : str or pandas.Timestamp, optional\n",
    "    end : str or pandas.Timestamp, optional\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    pandas.DataFrame\n",
    "        Monthly averages with columns ['date', group_col, *exp_cols].\n",
    "    \"\"\"\n",
    "    # Resample within each group to month-end means\n",
    "    monthly = (\n",
    "        df.set_index(\"date\")\n",
    "        .groupby(group_col)[exp_cols]\n",
    "        .resample(\"ME\")\n",
    "        .mean()\n",
    "        .reset_index()\n",
    "    )\n",
    "    mask = (monthly[\"date\"] >= start) & (monthly[\"date\"] <= end)\n",
    "    monthly = monthly.loc[mask].sort_values([\"date\", group_col]).reset_index(drop=True)\n",
    "    return monthly.dropna(subset=exp_cols)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "4c2f8982",
   "metadata": {},
   "outputs": [],
   "source": [
    "grouping_cols = [\"female\", \"college\", \"num_lit_high\"]\n",
    "\n",
    "monthly_expectations = {}\n",
    "for group_col in grouping_cols:\n",
    "    monthly_expectations[group_col] = compute_monthly_expectations(\n",
    "        df,\n",
    "        group_col,\n",
    "        expectations_cols,\n",
    "    )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "84bf622b",
   "metadata": {},
   "source": [
    "## 4.2\n",
    "Figure that shows the monthly expectations of stocks increasing, changes in house prices, and inflation, differentiatet by gender, college, and numerical literacy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "eddc41ba",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Plot monthly expectation time series by group (Task 4.2)\n",
    "def plot_group_timeseries(\n",
    "    monthly_data, group_col, expectation_cols, heading, colour1, colour2\n",
    "):\n",
    "    \"\"\"Plot a 3×1 panel of average monthly expectations for a given grouping.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    monthly_data : pandas.DataFrame\n",
    "        Output from `compute_monthly_expectations`; must include `date`,\n",
    "        `group_col`, and all columns listed in `expectation_cols`.\n",
    "    group_col : str\n",
    "        Grouping variable whose categories define the separate lines (e.g., 'female').\n",
    "    expectation_cols : Sequence[str]\n",
    "        Expectation series to chart (e.g., ['inflation', 'house_price_change', 'prob_stocks_up']).\n",
    "    heading : str\n",
    "        Text appended to the figure title (e.g., 'Gender').\n",
    "    colour1 : str\n",
    "        Matplotlib-compatible colour for the first group.\n",
    "    colour2 : str\n",
    "        Matplotlib-compatible colour for the second group.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    matplotlib.figure.Figure\n",
    "        Figure containing the three time-series panels stacked vertically.\n",
    "    \"\"\"\n",
    "    groups = sorted(monthly_data[group_col].dropna().unique())\n",
    "    labels = {\n",
    "        \"female\": {0: \"Male\", 1: \"Female\"},\n",
    "        \"college\": {0: \"No College\", 1: \"College\"},\n",
    "        \"num_lit_high\": {0: \"Low Numeracy\", 1: \"High Numeracy\"},\n",
    "    }.get(group_col, {})\n",
    "\n",
    "    fig, axes = plt.subplots(3, 1, sharex=False, figsize=(12, 9))\n",
    "    fig.suptitle(f\"Monthly Expectations by {heading}\", fontsize=14)\n",
    "    palette = {g: c for g, c in zip(groups, [colour1, colour2])}\n",
    "\n",
    "    # Plot each expectation series with one line per subgroup\n",
    "    for ax, column in zip(axes, expectation_cols):\n",
    "        for group in groups:\n",
    "            mask = monthly_data[group_col] == group\n",
    "            label = labels.get(group, str(group))\n",
    "            ax.plot(\n",
    "                monthly_data.loc[mask, \"date\"],\n",
    "                monthly_data.loc[mask, column],\n",
    "                label=label,\n",
    "                color=palette.get(group, colour1),\n",
    "            )\n",
    "        ax.set_ylabel(f\"Average {column.replace('_', ' ').title()} (%)\")\n",
    "        ax.legend()\n",
    "\n",
    "    events = {\n",
    "        \"Trump elected (1st)\": \"2016-11-08\",\n",
    "        \"COVID-19 global\": \"2020-02-01\",\n",
    "        \"Biden elected\": \"2020-11-03\",\n",
    "        \"Ukraine invasion\": \"2022-02-24\",\n",
    "        \"Jon Fosse Nobel\": \"2023-10-03\",\n",
    "        \"Trump elected (2nd)\": \"2024-11-05\",\n",
    "    }\n",
    "    # Annotate key events on every subplot\n",
    "    for ax in axes:\n",
    "        for label, date in events.items():\n",
    "            d = pd.to_datetime(date)\n",
    "            ax.axvline(d, color=\"gray\", linestyle=\"--\", linewidth=1, alpha=0.8)\n",
    "            ymin, ymax = ax.get_ylim()\n",
    "            ax.text(\n",
    "                d,\n",
    "                ymax * 0.98,\n",
    "                label,\n",
    "                rotation=90,\n",
    "                va=\"top\",\n",
    "                ha=\"right\",\n",
    "                fontsize=8,\n",
    "                color=\"gray\",\n",
    "            )\n",
    "\n",
    "    axes[-1].set_xlabel(\"Date\")\n",
    "    plt.tight_layout()\n",
    "    return fig"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "efe2f4d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x900 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot monthly expectations split by gender (Male vs Female)\n",
    "fig = plot_group_timeseries(\n",
    "    # pre-computed monthly averages for the gender split\n",
    "    monthly_expectations[\"female\"],\n",
    "    \"female\",\n",
    "    expectations_cols,\n",
    "    \"Gender\",\n",
    "    \"#4A1D14D4\",\n",
    "    \"#DD4343\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e8e920c2",
   "metadata": {},
   "source": [
    "Several geopolitical and economic events appear to have significant changes on monthly expectations with differances between male and female. \n",
    "\n",
    "**Trump's first election (Nov 2016):**\n",
    "Both genders recorded an almost equally sharp increase in the expected average probability of stock prices rising. Since the reaction was similar across genders, it likely reflects optimism about market performance driven by expectations of pro-business policies, such as tax cuts and deregulation. Because it likely was driven by macroeconomic sentiment, it also explains why there was an equal jump across genders.\n",
    "\n",
    "**Covid-19 outbreak (Feb 2020):**\n",
    "The pandemic led to a significant decline in the expected average housing price change across both genders, correlating with uncertainty and declining economic activity. At the same time, both males and females exhibited an equally sharp increase in the average expected probability that stock prices would rise. To mitigate the risk of a long-lasting economic decline, governments and central banks created fiscal and monetary stimulus packages, which helped lower the risk premia and increased the expected returns on equity. Another contributing factor was lower interest rates to stimulate the economy, which made equity more attractive compared to safe assets.\n",
    "In addition, there was a greater decrease in average expected inflation by females than by males, suggesting stronger short-term deflation concerns.\n",
    "\n",
    "**Biden's election:**\n",
    "Around Biden's election, male respondents exhibited a decline in the expected average probability of increasing stock prices, possibly due to expectations of tightened regulations. However, the graph does not change for females, suggesting lower sensitivity to political change.\n",
    "\n",
    "**Full-scale invasion of Ukraine:**\n",
    "Both men and women expected rises in inflation after the Ukraine invasion, with women anticipating a large spike.\n",
    "\n",
    "**Trump's second election:**\n",
    "Female inflation expectations became more volatile. Whereas male expectations represented a more stable curve with a slight rise. Suggesting a different view on future polices.\n",
    "\n",
    "**Summary:**\n",
    "In summary, female inflation expectations appear more volatile, possibly being more reactive to household price pressures, such as groceries and rent. Whereas men's expectations seem more anchored and long-term. In regards of housing-price expectations, there is almost no changes across gender, besides males beeing generally more optimistic. The same goes for expected stock prices."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "cd0e02c9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x900 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the monthly expectations panels for education groups (non-college vs college)\n",
    "fig = plot_group_timeseries(\n",
    "    monthly_expectations[\"college\"],\n",
    "    \"college\",\n",
    "    expectations_cols,\n",
    "    \"Education Level\",\n",
    "    \"#7EE411D4\",\n",
    "    \"#226F15F9\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a059f7ca",
   "metadata": {},
   "source": [
    "Geopolitical and economic events also shift monthly expectations for both college-educated and non-college groups.\n",
    "\n",
    "**Trump's first election (Nov 2016):** After Trump was elected, both groups expected a price increase in the stock-market. The reason for this can be interpreted in the same way as stated in the graph for Expectations by Gender. Although respondents with no bachelor's degree showed a greater confidence, comperad to graduates. Respondents with no bachelor's degree likely turned more optimistic about stocks after Trump’s win because they expected his pro-business agenda to boost industries and jobs they rely on, while college-educated respondents remained more cautious.\n",
    "\n",
    "**Covid-19 outbreak (Feb 2020):** After COVID hit, both education groups reacted similar to the Expectations by Gender graph and reflects the same reasoning. They also expected a sharp drop in house prices, converging on almost the same decline.\n",
    "Later though the respondents with no bachelor's degree peeled away and expected a larger increase in house prices unlike graduates. Expected inflation also diverged sharply. Graduates stayed roughly level, while non-graduates expected a much higher inflation once COVID’s impact became clear. This split, both for house prices and inflation, reflects tight supply and stimulus-fueled demand in the starter-home market.\n",
    "\n",
    "**Biden's election:** As the Democrats got back into office, expected growth for stocks and changes in house prices moved almost in parallel for both groups. Inflation expectations rose for both groups, yet non-graduates were noticeably more concerned with a higher inflation.\n",
    "\n",
    "**Full scale invasion of Ukraine:** Similar to male and female expectations, both groups anticipate a rising inflation after the invasion and non-graduates expect a much higher inflation overall.\n",
    "\n",
    "**Trump's second election:** Expected inflation grew after Trump regained his presidency. Graduates expected this earlier than non-graduates.\n",
    "\n",
    "**Summary:** Geopolitical shocks kept reshaping expectations, reset expectations for both education groups, but non-graduates swung harder. They embraced Trump’s pro-business agenda, braced more for inflation through COVID and Biden’s victory, and reacted more sharply to the Ukraine invasion and Trump's return, while graduates stayed steadier."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "4f667784",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x900 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot monthly expectations for low- vs high-numeracy respondents\n",
    "fig = plot_group_timeseries(\n",
    "    monthly_expectations[\"num_lit_high\"],\n",
    "    \"num_lit_high\",\n",
    "    expectations_cols,\n",
    "    \"Numerical Literacy\",\n",
    "    colour1=\"#1F7A8C\",\n",
    "    colour2=\"#BFDBF7\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7a2d0495",
   "metadata": {},
   "source": [
    "There are also Geopolitical and economic events that shift monthly expectations for both higher numerical literacy and below-median numerical literacy groups.\n",
    "\n",
    "Although these fluctuations can be compared with the fluctuations within the Education level.\n",
    "The similarity likely comes from the strong overlap between the two groups. Many college graduates also fall into the high-numeracy category. As a result, changes linked to education tend to move the numeracy groups in the same direction.\n",
    "\n",
    "For stocks, the numeracy gap widens more: High-numeracy respondents are generally more optimistic in their expectations than low-numeracy, even when the college gap shrinks. This indicates that high numeracy boosts confidence in stocks beyond what education alone explains."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fc0b7012",
   "metadata": {},
   "source": [
    "***\n",
    "# Part 5\n",
    "Compare monthly SCE inflation expectations with realized CPI inflation. Looking forward 12 months and backward 12 months to assess whether expectations anticipate future outcomes or if they are anchored in recent experience.\n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "08a2c359",
   "metadata": {},
   "source": [
    "\n",
    "## 5.1 Realized future inflation\n",
    "\n",
    "Compare the expectations to **realized** future inflation\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "765e6f0e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load CPI data\n",
    "cpi = pd.read_csv(\"data/CPI.csv\", parse_dates=[\"DATE\"])\n",
    "# Align CPI timestamps with month-end to match survey aggregates\n",
    "cpi[\"DATE\"] = cpi[\"DATE\"] + pd.offsets.MonthEnd(0)\n",
    "# Keep date as the index for easier alignment\n",
    "cpi = cpi.set_index(\"DATE\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b08b99c0",
   "metadata": {},
   "source": [
    "\n",
    "## 5.1.1 Compute realized inflation\n",
    "\n",
    "Using this monthly CPI data, computing the annual realized inflation over the next 12 months for each month"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "8aaa59ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_realized_inflation(cpi_df, months, column_name):\n",
    "    \"\"\"\n",
    "    Calculate realized inflation over a forward or backward window.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    cpi_df : pandas.DataFrame\n",
    "        CPI series indexed by date with a `CPI` column.\n",
    "    months : int\n",
    "        Window length in months. Use positive values for forward-looking\n",
    "        inflation (t to t+months) and negative values for backward-looking\n",
    "        inflation (t-months to t).\n",
    "    column_name : str\n",
    "        Name for the resulting inflation column.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    pandas.DataFrame\n",
    "        Single-column DataFrame indexed by date containing the realized\n",
    "        inflation percentage for each month in the usable window.\n",
    "    \"\"\"\n",
    "    if months > 0:\n",
    "        # Forward-looking: compare current CPI to the value months ahead\n",
    "        base = cpi_df[\"CPI\"]\n",
    "        comparator = cpi_df[\"CPI\"].shift(-months)\n",
    "    else:\n",
    "        # Backward-looking: compare CPI months ago to the current value\n",
    "        lag = abs(months)\n",
    "        base = cpi_df[\"CPI\"].shift(lag)\n",
    "        comparator = cpi_df[\"CPI\"]\n",
    "    rate = (comparator - base) / base * 100\n",
    "    return rate.dropna().to_frame(column_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "00e44e8a",
   "metadata": {},
   "outputs": [],
   "source": [
    "forward_inflation = compute_realized_inflation(\n",
    "    cpi,\n",
    "    months=12,\n",
    "    column_name=\"inflation_realized_forward_12m\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b390a23c",
   "metadata": {},
   "source": [
    "## 5.1.2 Merge Expected Inflation with Realized Inflation\n",
    "Merge the gender-level expected inflation series with the CPI-based realized inflation so each month has both numbers side by side."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "7c377cd1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# compute monthly expectations for the entire period, not juust 2015-2024\n",
    "monthly_expectations_whole_period = compute_monthly_expectations(\n",
    "    df, \"female\", expectations_cols, start=\"2013-01-01\", end=\"2024-12-31\"\n",
    ")\n",
    "\n",
    "# Start from the gender-specific monthly averages and keep only the columns we need\n",
    "gender_expect = monthly_expectations_whole_period[\n",
    "    [\"date\", \"female\", \"inflation\"]\n",
    "].assign(gender=lambda s: s[\"female\"].map({0: \"Male\", 1: \"Female\"}))\n",
    "\n",
    "# Pivot to place the two gender series in separate columns indexed by month\n",
    "gender_expect_pivot = gender_expect.pivot(\n",
    "    index=\"date\", columns=\"gender\", values=\"inflation\"\n",
    ").rename(\n",
    "    columns={\"Male\": \"expected_inflation_male\", \"Female\": \"expected_inflation_female\"}\n",
    ")\n",
    "\n",
    "# Join expected inflation with realized forward inflation so each month has both measures\n",
    "gender_expect_vs_realized = gender_expect_pivot.join(forward_inflation, how=\"inner\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a043ddf",
   "metadata": {},
   "source": [
    "## 5.1.3 Scatter Plot and Correlation\n",
    "Ploting male and female expectations against realized forward inflation, and displaing each panel’s correlation so we can judge how correlated they are\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "93168a9d",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_expected_vs_realized_scatter(\n",
    "    data, expected_cols, realized_col, realized_label\n",
    "):\n",
    "    \"\"\"\n",
    "    Plot expected vs. realized inflation for each group and return the figure.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    data : pandas.DataFrame\n",
    "        Table containing the expected and realized inflation series, indexed by date.\n",
    "    expected_cols : dict[str, str]\n",
    "        Mapping from display label (e.g., 'Male') to the column holding that group's\n",
    "        expected inflation.\n",
    "    realized_col : str\n",
    "        Column name with the realized inflation measure to plot on the y-axis.\n",
    "    realized_label : str\n",
    "        Human-readable label for the realized inflation axis (used in axis titles).\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    matplotlib.figure.Figure\n",
    "        The figure object containing one scatter subplot per group.\n",
    "    \"\"\"\n",
    "    fig, axes = plt.subplots(\n",
    "        1, len(expected_cols), sharex=True, sharey=True, figsize=(12, 5)\n",
    "    )\n",
    "    axes = np.atleast_1d(axes)\n",
    "\n",
    "    # Determine a common min/max so both axes use the same numeric range\n",
    "    bounds = []\n",
    "    for col in expected_cols.values():\n",
    "        subset = data[[col, realized_col]].dropna()\n",
    "        if subset.empty:\n",
    "            continue\n",
    "        bounds.append(subset.values.min())\n",
    "        bounds.append(subset.values.max())\n",
    "\n",
    "    lower = min(bounds)\n",
    "    upper = max(bounds)\n",
    "    pad = (upper - lower) * 0.05 or 0.5\n",
    "    lower -= pad\n",
    "    upper += pad\n",
    "\n",
    "    for ax, (label, expected_col) in zip(axes, expected_cols.items()):\n",
    "        subset = data[[expected_col, realized_col]].dropna()\n",
    "        ax.scatter(\n",
    "            subset[expected_col], subset[realized_col], alpha=0.8, edgecolor=\"none\"\n",
    "        )\n",
    "        ax.set(\n",
    "            title=label,\n",
    "            xlabel=\"Expected inflation (%)\",\n",
    "            ylabel=f\"{realized_label} (%)\",\n",
    "            xlim=(lower, upper),\n",
    "            ylim=(lower, upper),\n",
    "        )\n",
    "        ax.tick_params(labelleft=True)\n",
    "        ax.grid(True, linestyle=\"--\", alpha=0.4)\n",
    "        ax.text(\n",
    "            0.04,\n",
    "            0.94,\n",
    "            rf\"$\\rho$ = {subset[expected_col].corr(subset[realized_col]):.2f}\",\n",
    "            transform=ax.transAxes,\n",
    "            ha=\"left\",\n",
    "            va=\"top\",\n",
    "            fontsize=14,\n",
    "            bbox={\"facecolor\": \"white\", \"alpha\": 0.8, \"edgecolor\": \"none\"},\n",
    "        )\n",
    "\n",
    "    return fig"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "8a562e5a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Map the panel labels to the corresponding expected-inflation columns\n",
    "expected_cols = {\n",
    "    \"Male\": \"expected_inflation_male\",\n",
    "    \"Female\": \"expected_inflation_female\",\n",
    "}\n",
    "\n",
    "fig = plot_expected_vs_realized_scatter(\n",
    "    gender_expect_vs_realized,\n",
    "    expected_cols,\n",
    "    \"inflation_realized_forward_12m\",\n",
    "    \"Realized forward inflation\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b2781067",
   "metadata": {},
   "source": [
    "## 5.2 Merge with past realized inflation and compare correlations\n",
    "Repeat steps from 5.1, but with past realized inflation "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "f9b2190d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Compute backward-looking (past 12 months) realized inflation from the CPI series\n",
    "past_inflation = compute_realized_inflation(\n",
    "    cpi,\n",
    "    months=-12,\n",
    "    column_name=\"inflation_realized_backward_12m\",\n",
    ")\n",
    "\n",
    "# Align expected inflation with the past-realized series so each month has both values\n",
    "gender_expect_vs_past = gender_expect_pivot.join(past_inflation, how=\"inner\")\n",
    "\n",
    "fig = plot_expected_vs_realized_scatter(\n",
    "    gender_expect_vs_past,\n",
    "    expected_cols,\n",
    "    \"inflation_realized_backward_12m\",\n",
    "    \"Realized past inflation\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aac88358",
   "metadata": {},
   "source": [
    "### Evaluation of the scatter plots:\n",
    "**What the correlations show:**\n",
    "\n",
    "Forward-looking correlations (ρ=0.54 for men, 0.58 for women) are only moderate, whereas the backward-looking correlations increase to 0.80 and 0.82. This shows that future expectations are significantly anchored in recent inflation rather than accurately anticipating future inflation. In other words, instead of anticipating future inflation rationally, one instead extrapolates from past trends, adaptive rather than rational behaviour.\n",
    "\n",
    "\n",
    "**Gender comparison:**\n",
    "\n",
    "In both forward- and backward-looking correlations, the gender gap is negligible, supporting the idea of information sharing being equal among genders influenced by news, prices, etc. As discussed earlier, women tend to expect slightly higher inflation on average; however, the difference in correlation between expectations and realized inflation is insignificant. The male data hugs the 45° line (correlation line) a bit more closely, so their expectations sit nearer to realized forward inflation, though not a strong correlation. Both males and females are generally too pessimistic when predicting future inflation (they \"fear\" more inflation than what actually occurs) and therefore bias upwards to realized inflation.\n",
    "\n",
    "\n",
    "**Summary:**\n",
    "\n",
    "Overall, both groups exhibit adaptive expectations, and neither gender stands out as a significantly better forecaster. This indicates a general pessimistic bias in their inflation expectations."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "db1566ef",
   "metadata": {},
   "source": [
    "### AI statement and sources:\n",
    "This term paper was written and coded by the group members. AI helped polish wording, formatting docstrings, comments and looking over the final product. We used the lectures and workshops in tech2 as sources."
   ]
  }
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