{
"cells": [
{
"cell_type": "markdown",
"id": "79742cd2",
"metadata": {},
"source": [
"# Case study: an N-back task\n",
"\n",
"This notebook analyses one recording from start to end: loading the data, adding the behavioural log to the events, preprocessing, the tonic pupil size per condition and event-related pupil dilations (ERPDs). The individual steps are explained in more detail in the tutorials on [blinks](blinks.ipynb), [event metadata](event_metadata.ipynb) and [ERPDs](erpds.ipynb).\n",
"\n",
"The data are from one participant doing an N-back task for about 56 minutes (EyeLink, both eyes, 1000 Hz). In each trial, a fixation cross is followed by a digit, and the participant presses a button if the digit is a *target*. There are four kinds of blocks:\n",
"\n",
"- `0b`, `1b`, `2b`: 0-back, 1-back and 2-back blocks with increasing working-memory load (in the 2-back task, a digit is a target if it is the same as the one two trials before)\n",
"- `p`: blocks without targets (the participant responded in only a few of these trials)\n",
"\n",
"The experiment had three runs with a grey, a black and a white screen background. Each run started with an adaptation period and contained one block of each kind (110 trials per block).\n",
"\n",
"The data are stored on [figshare](https://figshare.com/articles/dataset/Example_pypillometry_dataset/28776617). This notebook goes through all steps of reading them; `pp.get_example_data(\"nback_001\")` does the same in one line."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "ab4b30fb",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:29.496838Z",
"iopub.status.busy": "2026-11-10T13:52:29.496517Z",
"iopub.status.idle": "2026-11-10T13:52:30.943440Z",
"shell.execute_reply": "2026-11-10T13:52:30.941920Z"
}
},
"outputs": [],
"source": [
"import pypillometry as pp\n",
"from pypillometry import u\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"\n",
"pp.logging_set_level(\"WARNING\") # no messages about the steps"
]
},
{
"cell_type": "markdown",
"id": "3c01dad8",
"metadata": {},
"source": [
"## Reading the data\n",
"\n",
"The figshare item contains the data of several recordings. `get_figshare_files()` lists its files, with their size and download link:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "5cc46f90",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:30.948141Z",
"iopub.status.busy": "2026-11-10T13:52:30.947595Z",
"iopub.status.idle": "2026-11-10T13:52:31.454134Z",
"shell.execute_reply": "2026-11-10T13:52:31.452532Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"['001_labtest_events.asc',\n",
" '001_rlmw_events.asc',\n",
" '001_rlmw_samples.asc',\n",
" '002_rlmw_events.asc',\n",
" '002_rlmw_samples.asc',\n",
" '003_rlmw_events.asc',\n",
" '003_rlmw_samples.asc',\n",
" 'sub-001_ses-1.csv',\n",
" 'sub-001_ses-1.pypil']"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"figshare_id = 28776617\n",
"files = pp.get_figshare_files(figshare_id, version=1)\n",
"list(files)"
]
},
{
"cell_type": "markdown",
"id": "7e8d6e98",
"metadata": {},
"source": [
"For this recording, there are two files: the eye-tracking data, already converted to a pypillometry file (`.pypil`), and the behavioural log of the experiment (`.csv`). `fetch_figshare_file()` downloads them into the folder `example_data` (and uses the local copies when the notebook is run again):"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "2f1a9739",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:31.457541Z",
"iopub.status.busy": "2026-11-10T13:52:31.457230Z",
"iopub.status.idle": "2026-11-10T13:52:32.903937Z",
"shell.execute_reply": "2026-11-10T13:52:32.902377Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
"
],
"text/plain": [
" subj session ambient run screen block task trial stimulus target \\\n",
"0 1 1 High 1 grey 1 0b 1 3 1 \n",
"1 1 1 High 1 grey 1 0b 2 7 0 \n",
"2 1 1 High 1 grey 1 0b 3 3 1 \n",
"3 1 1 High 1 grey 1 0b 4 4 0 \n",
"4 1 1 High 1 grey 1 0b 5 0 0 \n",
"\n",
" response accuracy rt fix_onset stim_onset resp_onset \n",
"0 1 1.0 0.707209 131.688154 132.342295 133.055944 \n",
"1 0 1.0 NaN 133.754202 134.581024 NaN \n",
"2 1 1.0 0.458959 135.993416 136.510453 136.976212 \n",
"3 0 1.0 NaN 137.922282 138.751214 NaN \n",
"4 0 1.0 NaN 140.170939 140.767675 NaN "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"with open(fname_log) as f:\n",
" comments = [line.lstrip(\"# \").strip() for line in f if line.startswith(\"#\")]\n",
"d.info[\"behaviour_log\"] = dict(c.split(\": \", 1) for c in comments if \": \" in c)\n",
"\n",
"log = pd.read_csv(fname_log, comment=\"#\")\n",
"log.head()"
]
},
{
"cell_type": "markdown",
"id": "76cb1605",
"metadata": {},
"source": [
"The log has the digit (`stimulus`), whether it was a target, the response, its accuracy and the reaction time (`rt`, in seconds) of each trial. To use this information in the analysis of the pupil, we add it to the metadata of the events (see the [event metadata tutorial](event_metadata.ipynb)). First, `parse_labels()` turns the parts of the labels into metadata columns, one regular expression per column:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "961b2974",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:32.959048Z",
"iopub.status.busy": "2026-11-10T13:52:32.958670Z",
"iopub.status.idle": "2026-11-10T13:52:33.041432Z",
"shell.execute_reply": "2026-11-10T13:52:33.040054Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
"
],
"text/plain": [
"Events: 6 events | units=ms | meta=[run, screen, block, task, trial]"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"events = (d.events.parse_labels(r\"run-(?P\\d+)\")\n",
" .parse_labels(r\"scr-(?P[a-z]+)\")\n",
" .parse_labels(r\"block-(?P\\d+)\")\n",
" .parse_labels(r\"task-(?P[^_]+)\")\n",
" .parse_labels(r\"trial-(?P\\d+)\"))\n",
"events[2:8]"
]
},
{
"cell_type": "markdown",
"id": "ca9a14f6",
"metadata": {},
"source": [
"Run, block, task and trial identify a row of the log. `merge_table()` adds the columns of the matching row to all events of the trial (fixation, stimulus and response); events outside of the trials (e.g., `experiment_start`) get missing values. Finally, `set_events()` stores the events in the dataset:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "1dbfb5db",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:33.044489Z",
"iopub.status.busy": "2026-11-10T13:52:33.044173Z",
"iopub.status.idle": "2026-11-10T13:52:33.133132Z",
"shell.execute_reply": "2026-11-10T13:52:33.131817Z"
}
},
"outputs": [],
"source": [
"events = events.merge_table(log, on=[\"run\", \"block\", \"task\", \"trial\"],\n",
" columns=[\"stimulus\", \"target\", \"response\", \"accuracy\", \"rt\"])\n",
"d = d.set_events(events)"
]
},
{
"cell_type": "markdown",
"id": "2e3c71cf",
"metadata": {},
"source": [
"Now each event has the information about its trial. Here are the first stimulus events as a table:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "2ccb88bb",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:33.137226Z",
"iopub.status.busy": "2026-11-10T13:52:33.136914Z",
"iopub.status.idle": "2026-11-10T13:52:33.162420Z",
"shell.execute_reply": "2026-11-10T13:52:33.161068Z"
}
},
"outputs": [
{
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" onset label run screen \\\n",
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"0 1.0 0b 1.0 3.0 1.0 1.0 1.0 0.707209 \n",
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"3 1.0 0b 4.0 4.0 0.0 0.0 1.0 NaN \n",
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]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"stim = d.events.filter(\"_stim\")\n",
"trials = pd.DataFrame(stim.to_table())\n",
"trials.head()"
]
},
{
"cell_type": "markdown",
"id": "c2512b02",
"metadata": {},
"source": [
"With one stimulus event per trial, this table is also a summary of the behaviour. Accuracy decreases with the load, from almost perfect in the 0-back task to about 83% in the 2-back task. The reaction times are the times of the responses; there are no targets in the `p` blocks, and the participant responded in only 13 of their 330 trials."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "dbb9c74f",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:33.166026Z",
"iopub.status.busy": "2026-11-10T13:52:33.165606Z",
"iopub.status.idle": "2026-11-10T13:52:33.192990Z",
"shell.execute_reply": "2026-11-10T13:52:33.191614Z"
}
},
"outputs": [
{
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"trials.groupby(\"task\").agg(trials=(\"trial\", \"size\"), targets=(\"target\", \"sum\"),\n",
" accuracy=(\"accuracy\", \"mean\"), rt=(\"rt\", \"mean\"))"
]
},
{
"cell_type": "markdown",
"id": "ed3ff9a5",
"metadata": {},
"source": [
"## Breaks and adaptation periods\n",
"\n",
"Not all of the recording is part of the analysis: each run starts with a two-minute adaptation period (from the event `adapton` to `adaptoff`), in which the participant looked at the new background, and there are short breaks between the blocks. There is no event at the end of a block, but every block has 110 trials, so a block runs from the fixation cross of trial 1 to the stimulus of trial 110. `get_intervals()` finds these spans; we extend them by 1 s before the first fixation cross and 3 s after the last stimulus, so that the response and the time window of the ERPDs below are included:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "b1f2b0f4",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:33.196080Z",
"iopub.status.busy": "2026-11-10T13:52:33.195728Z",
"iopub.status.idle": "2026-11-10T13:52:33.225285Z",
"shell.execute_reply": "2026-11-10T13:52:33.223734Z"
}
},
"outputs": [
{
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},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"blocks = d.get_intervals(start=\"trial-1_fix\", end=\"trial-110_stim\", window=(-1, 3) * u.sec)\n",
"blocks.to_units(\"min\").as_pandas()[[\"run\", \"screen\", \"task\", \"start\", \"end\"]]"
]
},
{
"cell_type": "markdown",
"id": "cabd264a",
"metadata": {},
"source": [
"`keep_intervals()` excludes everything outside of the blocks. Unlike blinks, excluded periods are not treated as missing data: the preprocessing below does not interpolate across them, and all analyses ignore them (see [excluded periods](../user_guide/data_model.rst#excluded-periods)):"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "9b4145e1",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:33.228737Z",
"iopub.status.busy": "2026-11-10T13:52:33.228302Z",
"iopub.status.idle": "2026-11-10T13:52:33.247801Z",
"shell.execute_reply": "2026-11-10T13:52:33.246633Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"excluded: 9.2 of 56.5 minutes\n"
]
}
],
"source": [
"d = d.keep_intervals(blocks)\n",
"print(f\"excluded: {d.excluded_duration('min'):.1f} of {d.tx[-1] / 60000:.1f} minutes\")"
]
},
{
"cell_type": "markdown",
"id": "df991d6c",
"metadata": {},
"source": [
"## Preprocessing\n",
"\n",
"A minute of the raw data shows a problem of this recording: the participant blinked in almost every trial, and during the blinks the eye tracker recorded values around 200 instead of losing the pupil completely (probably because the eyelid covered part of the pupil):"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "ed3a3881",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:33.251715Z",
"iopub.status.busy": "2026-11-10T13:52:33.251363Z",
"iopub.status.idle": "2026-11-10T13:52:33.954344Z",
"shell.execute_reply": "2026-11-10T13:52:33.952777Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(15, 5))\n",
"d.plot.plot_pupil((29.5, 30.5) * u.min, units=\"min\", show_events=False, show_blinks=False,\n",
" title=\"Raw data\", ax=ax);"
]
},
{
"cell_type": "markdown",
"id": "96eae42e",
"metadata": {},
"source": [
"The blink detection finds these dips with its \"velocity\" strategy (the fast drop and recovery of the signal), in addition to the samples where the pupil was lost. We interpolate the blinks, filter the signal with a 5 Hz low-pass filter and downsample it to 50 Hz (see the [blinks tutorial](blinks.ipynb)). Some gaps are long (the pupil was lost for up to 8 s), and the default cubic interpolation overshoots over such gaps, so we use linear interpolation. Finally, the two eyes are averaged into a new eye `mean`:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "17730479",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:33.959309Z",
"iopub.status.busy": "2026-11-10T13:52:33.958879Z",
"iopub.status.idle": "2026-11-10T13:52:40.162745Z",
"shell.execute_reply": "2026-11-10T13:52:40.161608Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:36\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 186 for left: no usable data at its anchor points (t1=617083, t2=617729, t3=618375, t4=619021)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:36\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 187 for left: no usable data at its anchor points (t1=635351, t2=635743, t3=636135, t4=636527)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:36\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 290 for left: no usable data at its anchor points (t1=869634, t2=870222, t3=870810, t4=871398)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:36\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 611 for left: no usable data at its anchor points (t1=2006417, t2=2007012, t3=2007607, t4=2008202)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:36\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 697 for left: no usable data at its anchor points (t1=2398626, t2=2399604, t3=2403095, t4=2403480)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:36\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 860 for left: no usable data at its anchor points (t1=2892405, t2=2892763, t3=2893121, t4=2893479)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:37\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 191 for right: no usable data at its anchor points (t1=617069, t2=617722, t3=618375, t4=619028)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:37\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 192 for right: no usable data at its anchor points (t1=635394, t2=635748, t3=636102, t4=636456)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:37\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 295 for right: no usable data at its anchor points (t1=869624, t2=870217, t3=870810, t4=871403)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:37\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 616 for right: no usable data at its anchor points (t1=2006437, t2=2007025, t3=2007613, t4=2008201)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:37\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 699 for right: no usable data at its anchor points (t1=2398600, t2=2399605, t3=2403099, t4=2403486)\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32mpp: 14:52:37\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mblinks_interpolate\u001b[0m:\u001b[36m846\u001b[0m | \u001b[33m\u001b[1mSkipping blink 861 for right: no usable data at its anchor points (t1=2892418, t2=2892761, t3=2893104, t4=2893447)\u001b[0m\n"
]
},
{
"data": {
"text/html": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(15, 5))\n",
"d.plot.plot_pupil((29.5, 30.5) * u.min, units=\"min\", show_events=False,\n",
" title=\"Preprocessed data\", ax=ax);"
]
},
{
"cell_type": "markdown",
"id": "3253ca08",
"metadata": {},
"source": [
"Because of the frequent blinks, a large part of the data is interpolated. `layer_stats()` gives the number, the duration and the percentage of the blinks and the interpolated stretches of each pupil channel (only within the blocks, the excluded periods are left out):"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "68fd5e98",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:40.777977Z",
"iopub.status.busy": "2026-11-10T13:52:40.777582Z",
"iopub.status.idle": "2026-11-10T13:52:40.954334Z",
"shell.execute_reply": "2026-11-10T13:52:40.952887Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
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\n",
"
\n",
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n
\n",
"
mean
\n",
"
sd
\n",
"
min
\n",
"
max
\n",
"
total_duration
\n",
"
units
\n",
"
percent
\n",
"
\n",
"
\n",
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channel
\n",
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layer
\n",
"
\n",
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\n",
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\n",
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\n",
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\n",
"
\n",
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\n",
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\n",
"
\n",
" \n",
" \n",
"
\n",
"
left_pupil
\n",
"
blink
\n",
"
1564
\n",
"
0.269297
\n",
"
0.142546
\n",
"
0.04
\n",
"
1.18
\n",
"
421.18
\n",
"
sec
\n",
"
14.863463
\n",
"
\n",
"
\n",
"
interpolated
\n",
"
1063
\n",
"
0.822521
\n",
"
0.806094
\n",
"
0.26
\n",
"
7.78
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"
874.34
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"
sec
\n",
"
30.855501
\n",
"
\n",
"
\n",
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right_pupil
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blink
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1565
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0.273176
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0.149704
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0.02
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1.30
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427.52
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"
sec
\n",
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15.087202
\n",
"
\n",
"
\n",
"
interpolated
\n",
"
1066
\n",
"
0.834034
\n",
"
0.854552
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"
0.24
\n",
"
7.76
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"
889.08
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"
sec
\n",
"
31.375677
\n",
"
\n",
"
\n",
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mean_pupil
\n",
"
blink
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"
1571
\n",
"
0.256219
\n",
"
0.134715
\n",
"
0.02
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"
1.04
\n",
"
402.52
\n",
"
sec
\n",
"
14.204950
\n",
"
\n",
"
\n",
"
interpolated
\n",
"
1071
\n",
"
0.804146
\n",
"
0.774948
\n",
"
0.26
\n",
"
7.76
\n",
"
861.24
\n",
"
sec
\n",
"
30.393202
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" n mean sd min max \\\n",
"channel layer \n",
"left_pupil blink 1564 0.269297 0.142546 0.04 1.18 \n",
" interpolated 1063 0.822521 0.806094 0.26 7.78 \n",
"right_pupil blink 1565 0.273176 0.149704 0.02 1.30 \n",
" interpolated 1066 0.834034 0.854552 0.24 7.76 \n",
"mean_pupil blink 1571 0.256219 0.134715 0.02 1.04 \n",
" interpolated 1071 0.804146 0.774948 0.26 7.76 \n",
"\n",
" total_duration units percent \n",
"channel layer \n",
"left_pupil blink 421.18 sec 14.863463 \n",
" interpolated 874.34 sec 30.855501 \n",
"right_pupil blink 427.52 sec 15.087202 \n",
" interpolated 889.08 sec 31.375677 \n",
"mean_pupil blink 402.52 sec 14.204950 \n",
" interpolated 861.24 sec 30.393202 "
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"d.layer_stats([\"blink\", \"interpolated\"], variables=\"pupil\", units=\"sec\")"
]
},
{
"cell_type": "markdown",
"id": "7fef13e6",
"metadata": {},
"source": [
"About 30% of the samples are interpolated, so the results below should be taken with some care. Passing `policy=\"strict\"` to `get_segments()` and `stat_per_event()` would use the recorded samples only (see the [missing data tutorial](missing_data.ipynb)); for this recording, that leaves about 30% of each trial missing and gives much noisier curves.\n",
"\n",
"## Overview of the recording\n",
"\n",
"A plot of the whole preprocessed session (the averaged pupil) shows the three runs. The excluded periods are shaded; the long ones at the start of each run are the adaptation periods:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "9a627b1d",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:40.957996Z",
"iopub.status.busy": "2026-11-10T13:52:40.957496Z",
"iopub.status.idle": "2026-11-10T13:52:42.370263Z",
"shell.execute_reply": "2026-11-10T13:52:42.369071Z"
}
},
"outputs": [
{
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]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(15, 5))\n",
"d.plot.plot_pupil(units=\"min\", eyes=\"mean\", show_events=False, show_blinks=False,\n",
" highlight=d.get_excluded(), highlight_color=\"lightgrey\",\n",
" title=\"Whole session (averaged eyes)\", ax=ax);"
]
},
{
"cell_type": "markdown",
"id": "2903aab1",
"metadata": {},
"source": [
"The pupil size mostly follows the brightness of the screen: it is largest in the second run (black background) and smallest in the third (white background). Any effect of the task has to be compared within a run, or relative to the pupil size in the run. In the excluded periods, the blinks were not interpolated, so the raw dips are still visible there."
]
},
{
"cell_type": "markdown",
"id": "d99be6bc",
"metadata": {},
"source": [
"## Tonic pupil size\n",
"\n",
"For each trial, the mean pupil size in the 200 ms before the stimulus is the *baseline* of the trial. `stat_per_event()` computes it for the stimulus epochs, which also carry the metadata of their events:"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "647aa06e",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:42.376234Z",
"iopub.status.busy": "2026-11-10T13:52:42.375935Z",
"iopub.status.idle": "2026-11-10T13:52:43.763943Z",
"shell.execute_reply": "2026-11-10T13:52:43.762414Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
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" \n",
"
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task
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p
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1b
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2b
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screen
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" \n",
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black
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1421.0
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1227.0
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1313.0
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1282.0
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grey
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933.0
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882.0
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879.0
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1008.0
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white
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716.0
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780.0
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"text/plain": [
"task p 0b 1b 2b\n",
"screen \n",
"black 1421.0 1227.0 1313.0 1282.0\n",
"grey 933.0 882.0 879.0 1008.0\n",
"white 716.0 646.0 676.0 780.0"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"baseline_epochs = d.get_epochs(stim, window=(-200, 0) * u.ms)\n",
"trials[\"baseline\"] = d.stat_per_event(baseline_epochs, eyes=\"mean\", variables=\"pupil\")[\"mean_pupil\"]\n",
"\n",
"baselines = trials.pivot_table(index=\"screen\", columns=\"task\", values=\"baseline\")\n",
"baselines.loc[[\"black\", \"grey\", \"white\"], [\"p\", \"0b\", \"1b\", \"2b\"]].round()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "e92c7fe3",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:43.767270Z",
"iopub.status.busy": "2026-11-10T13:52:43.766872Z",
"iopub.status.idle": "2026-11-10T13:52:44.102022Z",
"shell.execute_reply": "2026-11-10T13:52:44.100728Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = baselines.loc[[\"black\", \"grey\", \"white\"], [\"p\", \"0b\", \"1b\", \"2b\"]].plot.bar(figsize=(8, 4), rot=0)\n",
"ax.set(ylabel=\"baseline pupil size\", xlabel=\"screen background\", title=\"Tonic pupil size\");"
]
},
{
"cell_type": "markdown",
"id": "8dab215a",
"metadata": {},
"source": [
"The background has the largest effect: the pupil is about twice as large on the black screen as on the white one. In the grey and white runs, the baseline is largest in the 2-back blocks; in the black run, it is largest in the `p` block. The order of the blocks differed between runs, so the baseline of a block also includes slow changes over time."
]
},
{
"cell_type": "markdown",
"id": "3e4286c8",
"metadata": {},
"source": [
"## Event-related pupil dilations\n",
"\n",
"To look at the response to the stimuli, we cut the averaged pupil from 500 ms before to 2000 ms after each stimulus (the next trial starts about 2 s later) and subtract the baseline of each trial:"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "70f9118a",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:44.105049Z",
"iopub.status.busy": "2026-11-10T13:52:44.104687Z",
"iopub.status.idle": "2026-11-10T13:52:44.144594Z",
"shell.execute_reply": "2026-11-10T13:52:44.143274Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"
SegmentedEyeData — stimulus
\n",
"\n",
"
\n",
"
\n",
"
Epochs
\n",
"
events_1320
\n",
"
\n",
"
\n",
"
Segments
\n",
"
1,320
\n",
"
\n",
"
\n",
"
Time points
\n",
"
125
\n",
"
\n",
"
\n",
"
Window
\n",
"
-500 to 1980 ms
\n",
"
\n",
"
\n",
"
Missing
\n",
"
0.0%
\n",
"
\n",
"
\n",
"
Sampling rate
\n",
"
50 Hz
\n",
"
\n",
"
\n",
"\n",
"\n",
" \n",
" Channels (mean over segments; red line = event onset)\n",
"
\n",
"
\n",
"
mean_pupil (0.0% missing)
\n",
" \n",
"
\n",
"
\n",
" \n",
"\n",
"\n",
" \n",
" Epochs\n",
"
Epochs 'events_1320' | 1320 epochs, window (-500, 2000) ms
\n",
" \n",
"
"
],
"text/plain": [
"SegmentedEyeData(stimulus): 1320 segments x 125 time points (-500 to 1980 ms, 50 Hz)\n",
" channels: mean_pupil (0.0% missing)\n",
" epochs: Epochs 'events_1320' | 1320 epochs, window (-500, 2000) ms"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"segments = d.get_segments(d.get_epochs(stim, window=(-500, 2000) * u.ms), \"mean_pupil\", name=\"stimulus\")\n",
"segments.pupil.baseline_correct(window=(-200, 0))\n",
"segments"
]
},
{
"cell_type": "markdown",
"id": "fea0f988",
"metadata": {},
"source": [
"The segments keep the metadata of the stimulus events, so they can be selected by condition with `filter()`. Only the targets require a response, and the button press itself dilates the pupil. The left panel compares targets and non-targets, the right panel the tasks for the non-targets only:"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "819eb0c0",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:44.148025Z",
"iopub.status.busy": "2026-11-10T13:52:44.147667Z",
"iopub.status.idle": "2026-11-10T13:52:44.711030Z",
"shell.execute_reply": "2026-11-10T13:52:44.709795Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axs = plt.subplots(1, 2, figsize=(15, 5), sharey=True)\n",
"segments.filter(target=1).pupil.plot(ax=axs[0], label=\"targets\")\n",
"segments.filter(target=0).pupil.plot(ax=axs[0], label=\"non-targets\")\n",
"for task in [\"p\", \"0b\", \"1b\", \"2b\"]:\n",
" segments.filter(target=0, task=task).pupil.plot(ax=axs[1], label=task, show_missing=False)\n",
"axs[0].set(title=\"Targets and non-targets\", ylabel=\"change (pupil units)\")\n",
"axs[1].set(title=\"Non-targets by task\")\n",
"axs[0].legend()\n",
"axs[1].legend();"
]
},
{
"cell_type": "markdown",
"id": "0f34b579",
"metadata": {},
"source": [
"The targets cause a large dilation, which peaks about 1.5 s after the stimulus. The responses to non-targets are small: in the `p` blocks, the pupil constricts after the stimulus, and in the 2-back blocks, it dilates slightly, with a peak about 1 s after the stimulus.\n",
"\n",
"A carpet plot shows the single trials (one row per trial), here the target trials with a response, sorted by the reaction time:"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "f95463aa",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:44.714682Z",
"iopub.status.busy": "2026-11-10T13:52:44.714273Z",
"iopub.status.idle": "2026-11-10T13:52:45.298425Z",
"shell.execute_reply": "2026-11-10T13:52:45.297161Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"segments.filter(target=1, response=1).plot_carpet(sort_by=\"rt\", show_mean=True,\n",
" title=\"Target trials sorted by reaction time\");"
]
},
{
"cell_type": "markdown",
"id": "cf7debbe",
"metadata": {},
"source": [
"In most trials, the dilation starts about 500 ms after the stimulus, without a clear relation to the reaction time. A few rows have extreme values over the whole window; these are trials with artifacts that the preprocessing did not remove."
]
},
{
"cell_type": "markdown",
"id": "4f274b40",
"metadata": {},
"source": [
"## Screen brightness and baseline correction\n",
"\n",
"The pupil size differs a lot between the backgrounds, so the same dilation in pupil units is a smaller relative change on the black screen (large pupil) than on the white screen (small pupil). With `method=\"percent\"`, the baseline correction gives the change relative to the baseline of each trial (see [ERPDs](erpds.ipynb)):"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "e0eab012",
"metadata": {
"execution": {
"iopub.execute_input": "2026-11-10T13:52:45.302796Z",
"iopub.status.busy": "2026-11-10T13:52:45.302386Z",
"iopub.status.idle": "2026-11-10T13:52:45.895562Z",
"shell.execute_reply": "2026-11-10T13:52:45.894245Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"epochs = d.get_epochs(stim.filter(target=1), window=(-500, 2000) * u.ms)\n",
"fig, axs = plt.subplots(1, 2, figsize=(15, 5))\n",
"for screen in [\"black\", \"grey\", \"white\"]:\n",
" seg = d.get_segments(epochs.filter(screen=screen), \"mean_pupil\")\n",
" seg.pupil.baseline_correct(window=(-200, 0), inplace=False).pupil.plot(\n",
" ax=axs[0], label=screen, show_missing=False)\n",
" seg.pupil.baseline_correct(window=(-200, 0), method=\"percent\", inplace=False).pupil.plot(\n",
" ax=axs[1], label=screen, show_missing=False)\n",
"axs[0].set(title=\"Targets: subtractive\", ylabel=\"change (pupil units)\")\n",
"axs[1].set(title=\"Targets: percent\", ylabel=\"change (%)\")\n",
"axs[1].legend();"
]
},
{
"cell_type": "markdown",
"id": "9924d055",
"metadata": {},
"source": [
"In pupil units, the response to targets is largest on the grey screen and smallest on the white screen. Relative to the baseline, the responses on the black and the white screen are about the same (about 6%), while the response on the grey screen is still about twice as large. The grey run was also the first one, so this could be an effect of the background or of the time in the experiment (e.g., fatigue); with one run per background, the two cannot be separated."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.15.1"
}
},
"nbformat": 4,
"nbformat_minor": 5
}