{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Working with Multielectrode Data in pandas\n",
"\n",
"If you haven't already, please read the [description](./intro_multielec_data) of the experiment that this data comes from, in the previous section.\n",
"\n",
"We're going to load in the multielectrode array data from a CSV file, do some EDA, and make some inferences with respect to our experimental questions. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Import packages"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Set known experiment parameters"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# times the stimulus went on and off\n",
"trial_start_time = -0.150\n",
"grating_on_time = 0.0\n",
"grating_off_time = 2.0\n",
"trial_end_time = 2.5"
]
},
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"## Import the data\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv('data/multielectrode_data.csv')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Exploring the data \n",
"\n",
"\n",
"These data are again in **long format**, and they are sparse data with one row for each spike. Let's look at the head of the data to get oriented:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
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"
channel
\n",
"
time
\n",
"
orientation
\n",
"
trial
\n",
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\n",
" \n",
" \n",
"
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"
0
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42.0
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2.425
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90.0
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0.0
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\n",
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1
\n",
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42.0
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2.452
\n",
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90.0
\n",
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0.0
\n",
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\n",
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\n",
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2
\n",
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42.0
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2.483
\n",
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90.0
\n",
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0.0
\n",
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\n",
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\n",
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3
\n",
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42.0
\n",
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2.515
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90.0
\n",
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0.0
\n",
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\n",
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\n",
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4
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42.0
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2.545
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90.0
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0.0
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\n",
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\n",
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"
],
"text/plain": [
" channel time orientation trial\n",
"0 42.0 2.425 90.0 0.0\n",
"1 42.0 2.452 90.0 0.0\n",
"2 42.0 2.483 90.0 0.0\n",
"3 42.0 2.515 90.0 0.0\n",
"4 42.0 2.545 90.0 0.0"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The columns are:\n",
"- channel — which electrode the data came from\n",
"- time — spike time, relative to stimulus onset (so we have negative values for spikes that occurred during the fixation period prior to stimulus onset). This is measured in seconds\n",
"- orientation — of stimulus (0 or 90 deg)\n",
"- trial number — 1150 trials for each orientation\n",
"\n",
"We can see how many rows there are in the DataFrame (as well as the number of columns, but we could already see that in this case):"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(623406, 4)"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.shape"
]
},
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"### Electrodes\n",
"Let's see how many electrodes we have data from, and what their labels are. We save each as a variable, which will come in handy later in looping through these."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Number of electrodes (channels): 20\n",
"Channel labels: [4.0, 7.0, 10.0, 22.0, 23.0, 32.0, 35.0, 42.0, 44.0, 45.0, 63.0, 67.0, 73.0, 75.0, 79.0, 80.0, 86.0, 91.0, 95.0, 96.0]\n"
]
}
],
"source": [
"num_chan = len(df['channel'].unique())\n",
"print('Number of electrodes (channels): ' + str(num_chan))\n",
"\n",
"channels = sorted(df['channel'].unique()) # use the sorted() function so the channels are listed sequentially\n",
"print('Channel labels: ' + str(channels))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This is a bit weird — we're told this is a 96 electrode array, but there are only 20 electrodes?! \n",
"\n",
"This is because the full data set is huge, with over 2 million rows. The amount of memory that this requires makes doing anything with the data quite slow. So we've provided data from a subset of channels for the purposes of this tutorial."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Orientations\n",
"What about orientations?"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Found 2 orientations, which are: [0.0, 90.0]\n"
]
}
],
"source": [
"orientations = sorted(df['orientation'].unique())\n",
"num_ortns = len(orientations)\n",
"print('Found ' + str(num_ortns) + ' orientations, which are: ' + str(orientations))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"---\n",
"## Peri-Stimulus Time Histograms (PSTH)\n",
"\n",
"Since we have thousands of trials, we're not going to plot rasters for this data set. Since PSTHs collapse across trials, this is a more convenient and compact way of representing spiking activity as a function of time. \n",
"\n",
"Let's start by extracting the data for one channel, #4:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"dat = df[(df['channel'] == 4)]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We'll use pandas' `.hist()` method to obtain a PSTH, firstly just across all trials and electrodes/neurons, with the following arguments:\n",
"- `column='time'` cspecifies that the values in this column (spike times) are used to generate the histogram\n",
"- the `by='orientation'` argument generates separate plots for each value in the orientation column\n",
"- the `bins=time_bins` variable we set earlier defines the x axis of the histogram (`bins`); `time_bins` is in 10 ms increments so that becomes the size of our histogram bins\n",
"- `sharey` forces the y axis range to be the same across plots\n",
"- `layout` specifies 2 rows (each orientation) and one column\n",
"- `figsize` was determined by trial and error to provide a subjectively-nice aspect ratio and fit the figure in the notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Define bin widths\n",
"One thing we need to do before creating any histograms is defining our bin widths. Although the histogram function will do this automatically, for PSTHs we want more control over the bins, specifically so that each bin corresponds to a 10 ms period. \n",
"\n",
"Recall that the spike times are in seconds, so we use 0.01 as the step size to get 10 ms bins, going from the start to the end of the trial. "
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"# Create a set of 10 ms bins for our PSTHs, spanning the time range of each trial\n",
"time_bins = np.arange(trial_start_time, trial_end_time, 0.01)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plot the PSTH\n",
"\n",
"Since the independent variable in this experiment was the orientation of the stimulus, we'll plot PSTHs for each orientation separately."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, axs = plt.subplots(2, 1, figsize=[10, 8], sharey=True)\n",
"\n",
"for idx, ori in enumerate(orientations):\n",
" axs[idx].hist(dat[dat['orientation'] == ori]['time'], \n",
" bins=time_bins)\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plot both orientations overlaid\n",
"\n",
"For this we use the kwarg `histtype='step'` to draw the histograms as lines rather than bars:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, axs = plt.subplots(figsize=[10, 4], sharey=True)\n",
"\n",
"for idx, ori in enumerate(orientations):\n",
" axs.hist(dat[dat['orientation'] == ori]['time'], \n",
" bins=time_bins,\n",
" histtype='step' \n",
" )\n",
" \n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Make array of histograms\n",
"\n",
"The above examples were OK for one channel, but it would be nice to have more control over the plots and be able to easily work with all of the data at once. \n",
"\n",
"To facilitate this, we'll make a NumPy array of histograms similar to what we did in the heat maps lesson. However, in this case the rows of the array are not intensity levels, but each combination of channel and orientation. We're not going to use this array to plot heat maps (since the rows here aren't levels of a continuous variable), but just to store the histograms to make it easy to plot them later.\n",
"\n",
"After we make the NumPy array we convert it into a pandas DataFrame, which allows us to make the column labels the actual time points that each bin starts with."
]
},
{
"cell_type": "code",
"execution_count": 60,
"metadata": {},
"outputs": [],
"source": [
"df_list = []\n",
"\n",
"# Initialize hitogram array\n",
"# bins are edges, so there is 1 less value in histogram than in bins\n",
"hist_arr = np.zeros([num_chan * num_ortns, \n",
" len(time_bins)-1] \n",
" )\n",
"\n",
"# initialize row index variable to increase each time through the loop\n",
"r_idx = 0\n",
"\n",
"for chan in channels:\n",
" for ori in orientations:\n",
" hist_arr[r_idx], bins = np.histogram(df[(df['channel']==chan) & (df['orientation']==ori)]['time'],\n",
" bins=time_bins)\n",
" r_idx += 1 # increment counter for next row\n",
" \n",
"# Convert to pandas DataFrame with time values as column labels \n",
"# We'll round the time values so that they don't have reallly long decimal places\n",
"df_psth = pd.DataFrame(hist_arr,\n",
" columns=np.round(time_bins[:-1], 3)) "
]
},
{
"cell_type": "code",
"execution_count": 61,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
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" channel orientation\n",
"0 4.0 0.0\n",
"1 4.0 90.0\n",
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"3 7.0 90.0\n",
"4 10.0 0.0\n",
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},
"execution_count": 62,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"labels_tmp = []\n",
"\n",
"for chan in channels:\n",
" for ori in orientations:\n",
" labels_tmp.append([chan, ori])\n",
" \n",
"condition_labels = pd.DataFrame(labels_tmp, \n",
" columns=['channel', 'orientation'])\n",
"\n",
"condition_labels.head(8)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then we can merge the labels and histograms with `pd.concat()`. The first argument to `pd.concat()` is a list of the DataFrames you want to merge, and the `axis=1` kwarg is used to specify that we want to merge by columns (add the two DataFrames side-by-side, instead of one on top of the other).\n",
"\n",
"Note that we don't assign the output to a new variable, we just view the head, because we're actually going to make the final version of this DataFrame a different way below."
]
},
{
"cell_type": "code",
"execution_count": 63,
"metadata": {},
"outputs": [
{
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"\n",
"[5 rows x 266 columns]"
]
},
"execution_count": 63,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pd.concat([condition_labels, df_psth], axis=1).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Advanced approach: Using list comprehension\n",
"\n",
"The above steps work fine, but gust for fun, here's a tricky but elegant *nested list comprehension* way of doing this. Recall that a list comprehension is essentially a `for` loop inside a set of square brackets, that creates a list. But just as we can nest one `for` loop inside another, we can nest `for` statements inside list comprehensions, to create a list of lists, and then convert that to a pandas DataFrame, all in one line of code."
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {},
"outputs": [
{
"data": {
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"source": [
"condition_labels = pd.DataFrame([[chan, ori] for chan in channels for ori in orientations ],\n",
" columns=['channel', 'orientation'])\n",
"\n",
"condition_labels.head(8)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Add labels to histograms DataFrame with list comprehension\n",
"\n",
"The cool thing about the list comprehension approach is that we don't need to separately make a DataFrame of labels and then merge that with the DataFrame of histograms; instead, we can just pass the list comprehension as two new channels of the DataFrame, all in one step. \n",
"\n",
"This works because the list comprehension runs in a single line of code, and because pandas will interpret each entry in a list of list as a row in a DataFrame. We just have to be sure to assign the results of the list comprehension to a list of column labels. That is, below we use \n",
"\n",
" df_psth[['channel', 'orientation']]\n",
"\n",
"and not \n",
"\n",
" df_psth['channel', 'orientation']\n"
]
},
{
"cell_type": "code",
"execution_count": 65,
"metadata": {},
"outputs": [],
"source": [
"df_psth[['channel', 'orientation']] = [[chan, ori] for chan in channels for ori in orientations]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Finally, since we have wide-format data here, and the two columns we just added are labels, we will make these two columns indexes of the DataFrame. This will make working with it easier later on."
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {},
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" -0.15 -0.14 -0.13 -0.12 -0.11 -0.10 -0.09 -0.08 \\\n",
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"\n",
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"\n",
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]
},
"execution_count": 66,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_psth = df_psth.set_index(['channel', 'orientation'])\n",
"\n",
"df_psth.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"### Plotting the Histograms\n",
"\n",
"Now we can plot the histograms that we just completed. These should look similar to the panel of 8 histograms we plotted above; the big difference is that above we use pandas `.histogram()` method, whereas here we pre-computed the histograms so that we can use Matplotlib's more flexible and general-purpose `.plot()` function. This allows us more control and power in drawing the plot. For example, below we shade in the time period when the stimulus was on, and we draw the PSTHs as lines rather than bars. Although this may seem like something of an aesthetic preference, as you'll see below, lines give you the ability to overlay PSTHs for different conditions, allowing comparison."
]
},
{
"cell_type": "code",
"execution_count": 77,
"metadata": {},
"outputs": [
{
"data": {
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",
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