From 66dd40ac537e2de19f1dc8515e5a33832e9abc0d Mon Sep 17 00:00:00 2001
From: Sam Bray <sam.bray@ucsf.edu>
Date: Tue, 19 Mar 2024 10:52:59 -0700
Subject: [PATCH] update ripple detection to mediumnwb file

---
 notebooks/32_Ripple_Detection.ipynb         | 3734 ++++++++++++++-----
 notebooks/py_scripts/32_Ripple_Detection.py |  194 +-
 2 files changed, 2932 insertions(+), 996 deletions(-)

diff --git a/notebooks/32_Ripple_Detection.ipynb b/notebooks/32_Ripple_Detection.ipynb
index 01c833cac..8a0fa31df 100644
--- a/notebooks/32_Ripple_Detection.ipynb
+++ b/notebooks/32_Ripple_Detection.ipynb
@@ -48,24 +48,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 32,
    "id": "fc5e9860",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "[2024-01-24 09:56:01,323][INFO]: Connecting sambray@lmf-db.cin.ucsf.edu:3306\n",
-      "[2024-01-24 09:56:01,355][INFO]: Connected sambray@lmf-db.cin.ucsf.edu:3306\n",
-      "[09:56:02][WARNING] Spyglass: Please update position_tools to >= 0.1.0\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import os\n",
     "import datajoint as dj\n",
     "import numpy as np\n",
+    "import pandas as pd\n",
     "\n",
     "# change to the upper level folder to detect dj_local_conf.json\n",
     "if os.path.basename(os.getcwd()) == \"notebooks\":\n",
@@ -73,11 +64,10 @@
     "dj.config.load(\"dj_local_conf.json\")  # load config for database connection info\n",
     "\n",
     "import spyglass.common as sgc\n",
-    "import spyglass.position as sgp\n",
-    "import spyglass.lfp as lfp\n",
+    "import spyglass.position.v1 as sgp\n",
     "import spyglass.lfp.analysis.v1 as lfp_analysis\n",
     "from spyglass.lfp import LFPOutput\n",
-    "import spyglass.lfp.v1 as sglfp\n",
+    "import spyglass.lfp as lfp\n",
     "from spyglass.position import PositionOutput\n",
     "import spyglass.ripple.v1 as sgrip\n",
     "import spyglass.ripple.v1 as sgr\n",
@@ -90,209 +80,1739 @@
    ]
   },
   {
-   "attachments": {},
    "cell_type": "markdown",
-   "id": "d741727d-6609-465a-add8-b5c4c9ab844c",
-   "metadata": {
-    "tags": []
-   },
+   "id": "154d132d",
+   "metadata": {},
    "source": [
-    "## Selecting Electrodes\n"
+    "## Generate LFP Ripple Band"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "c571fe1a",
+   "id": "22384148",
    "metadata": {},
    "source": [
-    "First, we'll pick the electrodes on which we'll run ripple detection on, using\n",
-    "`RippleLFPSelection.set_lfp_electrodes`\n"
+    "First, we need to generate a filter band from the LFP data at the ripple frequency.  This process is analagous to that in [30_LFP.ipynb](31_Theta.ipynb). "
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "902494c3-37ec-4550-b14c-4b17df7d0ec7",
+   "cell_type": "markdown",
+   "id": "3576ddd1",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[0;31mSignature:\u001b[0m\n",
-      "\u001b[0msgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mRippleLFPSelection\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_lfp_electrodes\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n",
-      "\u001b[0;34m\u001b[0m    \u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
-      "\u001b[0;34m\u001b[0m    \u001b[0melectrode_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
-      "\u001b[0;34m\u001b[0m    \u001b[0mgroup_name\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'CA1'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
-      "\u001b[0;34m\u001b[0m    \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
-      "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mDocstring:\u001b[0m\n",
-      "Removes all electrodes for the specified nwb file and then\n",
-      "adds back the electrodes in the list\n",
-      "\n",
-      "Parameters\n",
-      "----------\n",
-      "key : dict\n",
-      "    dictionary corresponding to the LFPBand entry to use for\n",
-      "    ripple detection\n",
-      "electrode_list : list\n",
-      "    list of electrodes from LFPBandSelection.LFPBandElectrode\n",
-      "    to be used as the ripple LFP during detection\n",
-      "group_name : str, optional\n",
-      "    description of the electrode group, by default \"CA1\"\n",
-      "\u001b[0;31mFile:\u001b[0m      ~/Documents/spyglass/src/spyglass/ripple/v1/ripple.py\n",
-      "\u001b[0;31mType:\u001b[0m      function"
-     ]
-    }
-   ],
    "source": [
-    "?sgr.RippleLFPSelection.set_lfp_electrodes"
+    "#### Make LFP"
    ]
   },
   {
-   "attachments": {},
    "cell_type": "markdown",
-   "id": "355190ce-a553-44d6-8260-7eda67f9407f",
+   "id": "011ab00c",
    "metadata": {},
    "source": [
-    "We'll need the `nwb_file_name`, an `electrode_list`, and to a `group_name`.\n",
-    "\n",
-    "- By default, `group_name` is set to CA1 for ripple detection, but we could\n",
-    "  alternatively use PFC.\n",
-    "- We use `nwb_file_name` to explore which electrodes are available for the\n",
-    "  `electrode_list`.\n"
+    "If you have already populated the LFP table for your data you may skip this step. Here, we will begin by creating a lfp group of just electrodes in the hippocampus region, and populate the lfp on a subsetted interval:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "id": "5e29339b-3d2b-4fb4-a966-6166c6a40ab8",
+   "execution_count": 9,
+   "id": "ead482d5",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
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+       "        #nonprimary {\n",
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+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
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+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Table\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">nwb_file_name</p>\n",
+       "                            <span class=\"djtooltiptext\">name of the NWB file</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">lfp_electrode_group_name</p>\n",
+       "                            <span class=\"djtooltiptext\">the name of this group of electrodes</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">target_interval_list_name</p>\n",
+       "                            <span class=\"djtooltiptext\">descriptive name of this interval list</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">filter_name</p>\n",
+       "                            <span class=\"djtooltiptext\">descriptive name of this filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">filter_sampling_rate</p>\n",
+       "                            <span class=\"djtooltiptext\">sampling rate for this filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">analysis_file_name</p>\n",
+       "                            <span class=\"djtooltiptext\">name of the file</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">interval_list_name</p>\n",
+       "                            <span class=\"djtooltiptext\">descriptive name of this interval list</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">lfp_object_id</p>\n",
+       "                            <span class=\"djtooltiptext\">the NWB object ID for loading this object from the file</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">lfp_sampling_rate</p>\n",
+       "                            <span class=\"djtooltiptext\">the sampling rate, in HZ</span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>mediumnwb20230802_.nwb</td>\n",
+       "<td>test_hippocampus</td>\n",
+       "<td>02_r1_ripple_demo</td>\n",
+       "<td>LFP 0-400 Hz</td>\n",
+       "<td>30000</td>\n",
+       "<td>mediumnwb20230802_7625J294O4.nwb</td>\n",
+       "<td>lfp_test_hippocampus_02_r1_ripple_demo_valid times</td>\n",
+       "<td>95ac8100-eca8-4dff-a504-b1c139a2a3af</td>\n",
+       "<td>1000.0</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 1</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*nwb_file_name *lfp_electrode *target_interv *filter_name   *filter_sampli analysis_file_ interval_list_ lfp_object_id  lfp_sampling_r\n",
+       "+------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+\n",
+       "mediumnwb20230 test_hippocamp 02_r1_ripple_d LFP 0-400 Hz   30000          mediumnwb20230 lfp_test_hippo 95ac8100-eca8- 1000.0        \n",
+       " (Total: 1)"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "nwb_file_name = \"tonks20211103_.nwb\"\n",
-    "interval_list_name = \"test interval\"\n",
-    "filter_name = \"Ripple 150-250 Hz\"\n",
-    "if not sgc.Session & {\"nwb_file_name\": nwb_file_name}:\n",
-    "    # This error will be raised when notebooks auto-run with 'minirec'\n",
-    "    raise ValueError(f\"Session with nwb_file_name={nwb_file_name} not found\")"
+    "nwb_file_name = \"mediumnwb20230802_.nwb\"\n",
+    "lfp_electrode_group_name = \"test_hippocampus\"\n",
+    "interval_list_name = \"02_r1_ripple_demo\"\n",
+    "\n",
+    "# select hippocampus electrodes\n",
+    "electrodes_df = (\n",
+    "    pd.DataFrame(\n",
+    "        (\n",
+    "            sgc.Electrode\n",
+    "            & {\n",
+    "                \"nwb_file_name\": nwb_file_name,\n",
+    "            }\n",
+    "        )\n",
+    "        * (sgc.BrainRegion & {\"region_name\": \"hippocampus\"})\n",
+    "    )\n",
+    "    .loc[:, [\"nwb_file_name\", \"electrode_id\", \"region_name\"]]\n",
+    "    .sort_values(by=\"electrode_id\")\n",
+    ")\n",
+    "# create lfp_electrode_group\n",
+    "lfp_eg_key = {\n",
+    "    \"nwb_file_name\": nwb_file_name,\n",
+    "    \"lfp_electrode_group_name\": lfp_electrode_group_name,\n",
+    "}\n",
+    "lfp.lfp_electrode.LFPElectrodeGroup.create_lfp_electrode_group(\n",
+    "    nwb_file_name=nwb_file_name,\n",
+    "    group_name=lfp_electrode_group_name,\n",
+    "    electrode_list=electrodes_df.electrode_id.tolist(),\n",
+    ")\n",
+    "\n",
+    "# make a shorter interval to run this demo on\n",
+    "interval_start = (\n",
+    "    sgc.IntervalList\n",
+    "    & {\"nwb_file_name\": nwb_file_name, \"interval_list_name\": \"02_r1\"}\n",
+    ").fetch1(\"valid_times\")[0][0]\n",
+    "truncated_interval = np.array(\n",
+    "    [[interval_start, interval_start + 120]]\n",
+    ")  # first 2 minutes of epoch\n",
+    "sgc.IntervalList.insert1(\n",
+    "    {\n",
+    "        \"nwb_file_name\": nwb_file_name,\n",
+    "        \"interval_list_name\": \"02_r1_ripple_demo\",\n",
+    "        \"valid_times\": truncated_interval,\n",
+    "    },\n",
+    "    skip_duplicates=True,\n",
+    ")\n",
+    "\n",
+    "# make the lfp selection\n",
+    "lfp_s_key = lfp_eg_key.copy()\n",
+    "lfp_s_key.update(\n",
+    "    {\n",
+    "        \"target_interval_list_name\": interval_list_name,\n",
+    "        \"filter_name\": \"LFP 0-400 Hz\",\n",
+    "        \"filter_sampling_rate\": 30_000,  # sampling rate of the data (Hz)\n",
+    "        \"target_sampling_rate\": 1_000,  # smpling rate of the lfp output (Hz)\n",
+    "    }\n",
+    ")\n",
+    "lfp.v1.LFPSelection.insert1(lfp_s_key, skip_duplicates=True)\n",
+    "\n",
+    "# populate the lfp\n",
+    "lfp.v1.LFPV1.populate(lfp_s_key, display_progress=True)\n",
+    "lfp.v1.LFPV1 & lfp_s_key"
    ]
   },
   {
-   "attachments": {},
    "cell_type": "markdown",
-   "id": "ac9c694f-06dd-47e8-9379-ec37397758f8",
+   "id": "29f67591",
    "metadata": {},
    "source": [
-    "Now we can look at `electrode_id` in the `Electrode` table:\n"
+    "#### Populate Ripple Band\n",
+    "We now create a filter for this frequency band"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 10,
-   "id": "7c9f301d-7199-4c20-b008-38a1c16f1d04",
+   "id": "23824836",
    "metadata": {},
    "outputs": [
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+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">filter_name</p>\n",
+       "                            <span class=\"djtooltiptext\">descriptive name of this filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">filter_sampling_rate</p>\n",
+       "                            <span class=\"djtooltiptext\">sampling rate for this filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">filter_type</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">filter_low_stop</p>\n",
+       "                            <span class=\"djtooltiptext\">lowest frequency for stop band for low frequency side of filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">filter_low_pass</p>\n",
+       "                            <span class=\"djtooltiptext\">lowest frequency for pass band of low frequency side of filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">filter_high_pass</p>\n",
+       "                            <span class=\"djtooltiptext\">highest frequency for pass band for high frequency side of filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">filter_high_stop</p>\n",
+       "                            <span class=\"djtooltiptext\">highest frequency for stop band of high frequency side of filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">filter_comments</p>\n",
+       "                            <span class=\"djtooltiptext\">comments about the filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">filter_band_edges</p>\n",
+       "                            <span class=\"djtooltiptext\">numpy array containing the filter bands (redundant with individual parameters)</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">filter_coeff</p>\n",
+       "                            <span class=\"djtooltiptext\">numpy array containing the filter coefficients</span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>Ripple 150-250 Hz</td>\n",
+       "<td>1000</td>\n",
+       "<td>lowpass</td>\n",
+       "<td>140.0</td>\n",
+       "<td>150.0</td>\n",
+       "<td>250.0</td>\n",
+       "<td>260.0</td>\n",
+       "<td>ripple band filter for 1 kHz data</td>\n",
+       "<td>=BLOB=</td>\n",
+       "<td>=BLOB=</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 1</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*filter_name   *filter_sampli filter_type    filter_low_sto filter_low_pas filter_high_pa filter_high_st filter_comment filter_ban filter_coe\n",
+       "+------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +--------+ +--------+\n",
+       "Ripple 150-250 1000           lowpass        140.0          150.0          250.0          260.0          ripple band fi =BLOB=     =BLOB=    \n",
+       " (Total: 1)"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sgc.FirFilterParameters().add_filter(\n",
+    "    filter_name=\"Ripple 150-250 Hz\",\n",
+    "    fs=1000.0,\n",
+    "    filter_type=\"bandpass\",\n",
+    "    band_edges=[140, 150, 250, 260],\n",
+    "    comments=\"ripple band filter for 1 kHz data\",\n",
+    ")\n",
+    "\n",
+    "sgc.FirFilterParameters() & \"filter_name='Ripple 150-250 Hz'\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "494a270c",
+   "metadata": {},
+   "source": [
+    "We can then populate the ripple band"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "080a5fec",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Table{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Table th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Table td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Table tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "            color: #000000;\n",
+       "        }\n",
+       "        .Table tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "            color: #000000;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Table\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">lfp_merge_id</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">filter_name</p>\n",
+       "                            <span class=\"djtooltiptext\">descriptive name of this filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">filter_sampling_rate</p>\n",
+       "                            <span class=\"djtooltiptext\">sampling rate for this filter</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">nwb_file_name</p>\n",
+       "                            <span class=\"djtooltiptext\">name of the NWB file</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">target_interval_list_name</p>\n",
+       "                            <span class=\"djtooltiptext\">descriptive name of this interval list</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">lfp_band_sampling_rate</p>\n",
+       "                            <span class=\"djtooltiptext\">the sampling rate for this band</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">analysis_file_name</p>\n",
+       "                            <span class=\"djtooltiptext\">name of the file</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">interval_list_name</p>\n",
+       "                            <span class=\"djtooltiptext\">descriptive name of this interval list</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">lfp_band_object_id</p>\n",
+       "                            <span class=\"djtooltiptext\">the NWB object ID for loading this object from the file</span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</td>\n",
+       "<td>Ripple 150-250 Hz</td>\n",
+       "<td>1000</td>\n",
+       "<td>mediumnwb20230802_.nwb</td>\n",
+       "<td>02_r1_ripple_demo</td>\n",
+       "<td>1000</td>\n",
+       "<td>mediumnwb20230802_XVQHZZVY3B.nwb</td>\n",
+       "<td>02_r1_ripple_demo lfp band 1000Hz</td>\n",
+       "<td>eca68871-9a8d-4fa4-b265-95dafdfdda29</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 1</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*lfp_merge_id  *filter_name   *filter_sampli *nwb_file_name *target_interv *lfp_band_samp analysis_file_ interval_list_ lfp_band_objec\n",
+       "+------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+\n",
+       "e5c8a41b-5bb1- Ripple 150-250 1000           mediumnwb20230 02_r1_ripple_d 1000           mediumnwb20230 02_r1_ripple_d eca68871-9a8d-\n",
+       " (Total: 1)"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from spyglass.lfp.analysis.v1 import lfp_band\n",
+    "\n",
+    "filter_name = \"Ripple 150-250 Hz\"\n",
+    "lfp_band_electrode_ids = (\n",
+    "    electrodes_df.electrode_id.tolist()\n",
+    ")  # assumes we've filtered these electrodes\n",
+    "lfp_band_sampling_rate = 1000  # desired sampling rate\n",
+    "\n",
+    "lfp_merge_id = (LFPOutput.LFPV1() & lfp_s_key).fetch1(\"merge_id\")\n",
+    "lfp_band.LFPBandSelection().set_lfp_band_electrodes(\n",
+    "    nwb_file_name=nwb_file_name,\n",
+    "    lfp_merge_id=lfp_merge_id,\n",
+    "    electrode_list=lfp_band_electrode_ids,\n",
+    "    filter_name=filter_name,\n",
+    "    interval_list_name=interval_list_name,\n",
+    "    reference_electrode_list=[-1],  # -1 means no ref electrode for all channels\n",
+    "    lfp_band_sampling_rate=lfp_band_sampling_rate,\n",
+    ")\n",
+    "\n",
+    "lfp_band.LFPBandV1.populate(\n",
+    "    {\"lfp_merge_id\": lfp_merge_id, \"filter_name\": filter_name},\n",
+    "    display_progress=True,\n",
+    ")\n",
+    "lfp_band.LFPBandV1 & {\"lfp_merge_id\": lfp_merge_id, \"filter_name\": filter_name}"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "d741727d-6609-465a-add8-b5c4c9ab844c",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "## Selecting Ripple Analysis Electrodes\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c571fe1a",
+   "metadata": {},
+   "source": [
+    "Next, we'll pick the electrodes on which we'll run ripple detection on, using\n",
+    "`RippleLFPSelection.set_lfp_electrodes`\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "902494c3-37ec-4550-b14c-4b17df7d0ec7",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[0;31mSignature:\u001b[0m\n",
+      "\u001b[0msgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mRippleLFPSelection\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_lfp_electrodes\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n",
+      "\u001b[0;34m\u001b[0m    \u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
+      "\u001b[0;34m\u001b[0m    \u001b[0melectrode_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
+      "\u001b[0;34m\u001b[0m    \u001b[0mgroup_name\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'CA1'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
+      "\u001b[0;34m\u001b[0m    \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
+      "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mDocstring:\u001b[0m\n",
+      "Removes all electrodes for the specified nwb file and then\n",
+      "adds back the electrodes in the list\n",
+      "\n",
+      "Parameters\n",
+      "----------\n",
+      "key : dict\n",
+      "    dictionary corresponding to the LFPBand entry to use for\n",
+      "    ripple detection\n",
+      "electrode_list : list\n",
+      "    list of electrodes from LFPBandSelection.LFPBandElectrode\n",
+      "    to be used as the ripple LFP during detection\n",
+      "group_name : str, optional\n",
+      "    description of the electrode group, by default \"CA1\"\n",
+      "\u001b[0;31mFile:\u001b[0m      ~/Documents/spyglass/src/spyglass/ripple/v1/ripple.py\n",
+      "\u001b[0;31mType:\u001b[0m      function"
+     ]
+    }
+   ],
+   "source": [
+    "?sgr.RippleLFPSelection.set_lfp_electrodes"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "355190ce-a553-44d6-8260-7eda67f9407f",
+   "metadata": {},
+   "source": [
+    "We'll need the `nwb_file_name`, an `electrode_list`, and to a `group_name`.\n",
+    "\n",
+    "- By default, `group_name` is set to CA1 for ripple detection, but we could\n",
+    "  alternatively use PFC.\n",
+    "- We use `nwb_file_name` to explore which electrodes are available for the\n",
+    "  `electrode_list`.\n"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "ac9c694f-06dd-47e8-9379-ec37397758f8",
+   "metadata": {},
+   "source": [
+    "Now we can look at `electrode_id` in the `Electrode` table:\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "7c9f301d-7199-4c20-b008-38a1c16f1d04",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
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+       "      <th></th>\n",
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+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th>probe_id</th>\n",
+       "      <th>probe_shank</th>\n",
+       "      <th>probe_electrode</th>\n",
+       "      <th>name</th>\n",
+       "      <th>original_reference_electrode</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "      <th>z</th>\n",
+       "      <th>filtering</th>\n",
+       "      <th>impedance</th>\n",
+       "      <th>bad_channel</th>\n",
+       "      <th>x_warped</th>\n",
+       "      <th>y_warped</th>\n",
+       "      <th>z_warped</th>\n",
+       "      <th>contacts</th>\n",
+       "      <th>region_name</th>\n",
+       "      <th>subregion_name</th>\n",
+       "      <th>subsubregion_name</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>nwb_file_name</th>\n",
+       "      <th>electrode_group_name</th>\n",
+       "      <th>electrode_id</th>\n",
+       "      <th>lfp_merge_id</th>\n",
+       "      <th>filter_name</th>\n",
+       "      <th>filter_sampling_rate</th>\n",
+       "      <th>target_interval_list_name</th>\n",
+       "      <th>lfp_band_sampling_rate</th>\n",
+       "      <th>lfp_electrode_group_name</th>\n",
+       "      <th>reference_elect_id</th>\n",
+       "      <th>region_id</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th rowspan=\"11\" valign=\"top\">mediumnwb20230802_.nwb</th>\n",
+       "      <th rowspan=\"4\" valign=\"top\">0</th>\n",
+       "      <th>0</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <th>4</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <th>...</th>\n",
+       "      <th>...</th>\n",
+       "      <th>...</th>\n",
+       "      <th>...</th>\n",
+       "      <th>...</th>\n",
+       "      <th>...</th>\n",
+       "      <th>...</th>\n",
+       "      <th>...</th>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <th>35</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>3</td>\n",
+       "      <td>35</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th rowspan=\"4\" valign=\"top\">9</th>\n",
+       "      <th>36</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>36</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>37</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>38</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>3</td>\n",
+       "      <td>39</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>88 rows × 18 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                                                                                                                                                                                                                 probe_id  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                 \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "...                                                                                                                                                                                                                                                   ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "\n",
+       "                                                                                                                                                                                                                                            probe_shank  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "...                                                                                                                                                                                                                                                 ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "\n",
+       "                                                                                                                                                                                                                                            probe_electrode  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                   \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      1   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      2   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      3   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "...                                                                                                                                                                                                                                                     ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      3   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      1   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      2   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      3   \n",
+       "\n",
+       "                                                                                                                                                                                                                                            name  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16           0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16           1   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16           2   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16           3   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16           4   \n",
+       "...                                                                                                                                                                                                                                          ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          35   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          36   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          37   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          38   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          39   \n",
+       "\n",
+       "                                                                                                                                                                                                                                             original_reference_electrode  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                                 \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "...                                                                                                                                                                                                                                                                   ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "\n",
+       "                                                                                                                                                                                                                                               x  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "...                                                                                                                                                                                                                                          ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "\n",
+       "                                                                                                                                                                                                                                               y  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "...                                                                                                                                                                                                                                          ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "\n",
+       "                                                                                                                                                                                                                                               z  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "...                                                                                                                                                                                                                                          ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "\n",
+       "                                                                                                                                                                                                                                            filtering  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "...                                                                                                                                                                                                                                               ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "\n",
+       "                                                                                                                                                                                                                                             impedance  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id              \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "...                                                                                                                                                                                                                                                ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "\n",
+       "                                                                                                                                                                                                                                            bad_channel  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "...                                                                                                                                                                                                                                                 ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "\n",
+       "                                                                                                                                                                                                                                             x_warped  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "...                                                                                                                                                                                                                                               ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "\n",
+       "                                                                                                                                                                                                                                             y_warped  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "...                                                                                                                                                                                                                                               ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "\n",
+       "                                                                                                                                                                                                                                             z_warped  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "...                                                                                                                                                                                                                                               ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "\n",
+       "                                                                                                                                                                                                                                            contacts  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id            \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "...                                                                                                                                                                                                                                              ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "\n",
+       "                                                                                                                                                                                                                                             region_name  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "...                                                                                                                                                                                                                                                  ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "\n",
+       "                                                                                                                                                                                                                                            subregion_name  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                  \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "...                                                                                                                                                                                                                                                    ...   \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "\n",
+       "                                                                                                                                                                                                                                            subsubregion_name  \n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                    \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                                            1            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                                            2            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                                            3            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "...                                                                                                                                                                                                                                                       ...  \n",
+       "                       8                    35           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                                            37           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                                            38           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                                            39           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "\n",
+       "[88 rows x 18 columns]"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "electrodes = (\n",
+    "    (sgc.Electrode() & {\"nwb_file_name\": nwb_file_name})\n",
+    "    * (\n",
+    "        lfp_analysis.LFPBandSelection.LFPBandElectrode()\n",
+    "        & {\n",
+    "            \"nwb_file_name\": nwb_file_name,\n",
+    "            \"filter_name\": filter_name,\n",
+    "            \"target_interval_list_name\": interval_list_name,\n",
+    "        }\n",
+    "    )\n",
+    "    * sgc.BrainRegion\n",
+    ").fetch(format=\"frame\")\n",
+    "electrodes"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "c400f47e-a21b-451a-8721-35191161dc6e",
+   "metadata": {},
+   "source": [
+    "For ripple detection, we want only tetrodes, and only the first good wire on each tetrode. We will assume that is the first wire on each tetrode. I will do this using pandas syntax but you could use datajoint to filter this table as well. Here is the filtered table.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "83b9c019-a171-4d77-bccc-7c9945af1692",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th>probe_id</th>\n",
+       "      <th>probe_shank</th>\n",
+       "      <th>probe_electrode</th>\n",
+       "      <th>name</th>\n",
+       "      <th>original_reference_electrode</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "      <th>z</th>\n",
+       "      <th>filtering</th>\n",
+       "      <th>impedance</th>\n",
+       "      <th>bad_channel</th>\n",
+       "      <th>x_warped</th>\n",
+       "      <th>y_warped</th>\n",
+       "      <th>z_warped</th>\n",
        "      <th>contacts</th>\n",
        "      <th>region_name</th>\n",
        "      <th>subregion_name</th>\n",
        "      <th>subsubregion_name</th>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>nwb_file_name</th>\n",
-       "      <th>electrode_group_name</th>\n",
-       "      <th>electrode_id</th>\n",
-       "      <th>lfp_merge_id</th>\n",
-       "      <th>filter_name</th>\n",
-       "      <th>filter_sampling_rate</th>\n",
-       "      <th>target_interval_list_name</th>\n",
-       "      <th>lfp_band_sampling_rate</th>\n",
-       "      <th>lfp_electrode_group_name</th>\n",
-       "      <th>reference_elect_id</th>\n",
-       "      <th>region_id</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
+       "      <th>nwb_file_name</th>\n",
+       "      <th>electrode_group_name</th>\n",
+       "      <th>electrode_id</th>\n",
+       "      <th>lfp_merge_id</th>\n",
+       "      <th>filter_name</th>\n",
+       "      <th>filter_sampling_rate</th>\n",
+       "      <th>target_interval_list_name</th>\n",
+       "      <th>lfp_band_sampling_rate</th>\n",
+       "      <th>lfp_electrode_group_name</th>\n",
+       "      <th>reference_elect_id</th>\n",
+       "      <th>region_id</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th rowspan=\"22\" valign=\"top\">mediumnwb20230802_.nwb</th>\n",
+       "      <th>0</th>\n",
+       "      <th>0</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <th>4</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <th>40</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>40</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <th>44</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>44</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <th>52</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>52</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <th>56</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>56</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <th>60</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>60</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <th>64</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>64</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <th>68</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>68</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <th>72</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>72</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <th>76</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>76</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
        "    <tr>\n",
-       "      <th rowspan=\"4\" valign=\"top\">tonks20211103_.nwb</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">7</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">28</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">2f3c93d5-5d5d-2d47-75b3-c346dddbd312</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">Ripple 150-250 Hz</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">1000</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">test interval</th>\n",
-       "      <th>100</th>\n",
-       "      <th>CA1_test</th>\n",
+       "      <th>20</th>\n",
+       "      <th>80</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
        "      <th>-1</th>\n",
-       "      <th>19</th>\n",
+       "      <th>16</th>\n",
        "      <td>tetrode_12.5</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>28</td>\n",
-       "      <td>44</td>\n",
+       "      <td>80</td>\n",
+       "      <td>8</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
@@ -303,20 +1823,26 @@
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td></td>\n",
-       "      <td>ca1</td>\n",
+       "      <td>hippocampus</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <th>84</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
        "      <th>1000</th>\n",
-       "      <th>CA1_test</th>\n",
+       "      <th>test_hippocampus</th>\n",
        "      <th>-1</th>\n",
-       "      <th>19</th>\n",
+       "      <th>16</th>\n",
        "      <td>tetrode_12.5</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>28</td>\n",
-       "      <td>44</td>\n",
+       "      <td>84</td>\n",
+       "      <td>8</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
@@ -327,26 +1853,26 @@
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td></td>\n",
-       "      <td>ca1</td>\n",
+       "      <td>hippocampus</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th rowspan=\"2\" valign=\"top\">8</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">32</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">2f3c93d5-5d5d-2d47-75b3-c346dddbd312</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">Ripple 150-250 Hz</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">1000</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">test interval</th>\n",
-       "      <th>100</th>\n",
-       "      <th>CA1_test</th>\n",
+       "      <th>22</th>\n",
+       "      <th>88</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
        "      <th>-1</th>\n",
-       "      <th>19</th>\n",
+       "      <th>16</th>\n",
        "      <td>tetrode_12.5</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>32</td>\n",
-       "      <td>44</td>\n",
+       "      <td>88</td>\n",
+       "      <td>8</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
@@ -357,20 +1883,26 @@
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td></td>\n",
-       "      <td>ca1</td>\n",
+       "      <td>hippocampus</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <th>92</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
        "      <th>1000</th>\n",
-       "      <th>CA1_test</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
        "      <th>-1</th>\n",
-       "      <th>19</th>\n",
+       "      <th>16</th>\n",
        "      <td>tetrode_12.5</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>32</td>\n",
-       "      <td>44</td>\n",
+       "      <td>92</td>\n",
+       "      <td>8</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
@@ -381,278 +1913,86 @@
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td></td>\n",
-       "      <td>ca1</td>\n",
+       "      <td>hippocampus</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                                                                                                                                                                                                                             probe_id  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                 \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         tetrode_12.5   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         tetrode_12.5   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         tetrode_12.5   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         tetrode_12.5   \n",
-       "\n",
-       "                                                                                                                                                                                                                                        probe_shank  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                  0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                  0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                  0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                  0   \n",
-       "\n",
-       "                                                                                                                                                                                                                                        probe_electrode  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                   \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                      0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                      0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                      0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                      0   \n",
-       "\n",
-       "                                                                                                                                                                                                                                        name  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19          28   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19          28   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19          32   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19          32   \n",
-       "\n",
-       "                                                                                                                                                                                                                                         original_reference_electrode  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                                 \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                                   44   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                                   44   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                                   44   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                                   44   \n",
-       "\n",
-       "                                                                                                                                                                                                                                           x  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
-       "\n",
-       "                                                                                                                                                                                                                                           y  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
-       "\n",
-       "                                                                                                                                                                                                                                           z  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
-       "\n",
-       "                                                                                                                                                                                                                                        filtering  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19             None   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19             None   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19             None   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19             None   \n",
-       "\n",
-       "                                                                                                                                                                                                                                         impedance  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id              \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19               0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19               0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19               0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19               0.0   \n",
-       "\n",
-       "                                                                                                                                                                                                                                        bad_channel  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              False   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              False   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              False   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              False   \n",
-       "\n",
-       "                                                                                                                                                                                                                                         x_warped  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
-       "\n",
-       "                                                                                                                                                                                                                                         y_warped  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
-       "\n",
-       "                                                                                                                                                                                                                                         z_warped  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
-       "\n",
-       "                                                                                                                                                                                                                                        contacts  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id            \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                   \n",
-       "\n",
-       "                                                                                                                                                                                                                                        region_name  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                ca1   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                ca1   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                ca1   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                ca1   \n",
-       "\n",
-       "                                                                                                                                                                                                                                        subregion_name  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                  \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                  None   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                  None   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                  None   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                  None   \n",
-       "\n",
-       "                                                                                                                                                                                                                                        subsubregion_name  \n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                    \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                     None  \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                     None  \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                     None  \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                     None  "
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "electrodes = (\n",
-    "    (sgc.Electrode() & {\"nwb_file_name\": nwb_file_name})\n",
-    "    * (\n",
-    "        lfp_analysis.LFPBandSelection.LFPBandElectrode()\n",
-    "        & {\n",
-    "            \"nwb_file_name\": nwb_file_name,\n",
-    "            \"filter_name\": filter_name,\n",
-    "            \"target_interval_list_name\": interval_list_name,\n",
-    "        }\n",
-    "    )\n",
-    "    * sgc.BrainRegion\n",
-    ").fetch(format=\"frame\")\n",
-    "electrodes"
-   ]
-  },
-  {
-   "attachments": {},
-   "cell_type": "markdown",
-   "id": "c400f47e-a21b-451a-8721-35191161dc6e",
-   "metadata": {},
-   "source": [
-    "For ripple detection, we want only tetrodes, and only the first good wire on each tetrode. We will assume that is the first wire on each tetrode. I will do this using pandas syntax but you could use datajoint to filter this table as well. Here is the filtered table.\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "83b9c019-a171-4d77-bccc-7c9945af1692",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th>probe_id</th>\n",
-       "      <th>probe_shank</th>\n",
-       "      <th>probe_electrode</th>\n",
-       "      <th>name</th>\n",
-       "      <th>original_reference_electrode</th>\n",
-       "      <th>x</th>\n",
-       "      <th>y</th>\n",
-       "      <th>z</th>\n",
-       "      <th>filtering</th>\n",
-       "      <th>impedance</th>\n",
-       "      <th>bad_channel</th>\n",
-       "      <th>x_warped</th>\n",
-       "      <th>y_warped</th>\n",
-       "      <th>z_warped</th>\n",
-       "      <th>contacts</th>\n",
-       "      <th>region_name</th>\n",
-       "      <th>subregion_name</th>\n",
-       "      <th>subsubregion_name</th>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <th>12</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>nwb_file_name</th>\n",
-       "      <th>electrode_group_name</th>\n",
-       "      <th>electrode_id</th>\n",
-       "      <th>lfp_merge_id</th>\n",
-       "      <th>filter_name</th>\n",
-       "      <th>filter_sampling_rate</th>\n",
-       "      <th>target_interval_list_name</th>\n",
-       "      <th>lfp_band_sampling_rate</th>\n",
-       "      <th>lfp_electrode_group_name</th>\n",
-       "      <th>reference_elect_id</th>\n",
-       "      <th>region_id</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
+       "      <th>4</th>\n",
+       "      <th>16</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>16</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
        "    <tr>\n",
-       "      <th rowspan=\"4\" valign=\"top\">tonks20211103_.nwb</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">7</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">28</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">2f3c93d5-5d5d-2d47-75b3-c346dddbd312</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">Ripple 150-250 Hz</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">1000</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">test interval</th>\n",
-       "      <th>100</th>\n",
-       "      <th>CA1_test</th>\n",
+       "      <th>5</th>\n",
+       "      <th>20</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
        "      <th>-1</th>\n",
-       "      <th>19</th>\n",
+       "      <th>16</th>\n",
        "      <td>tetrode_12.5</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>28</td>\n",
-       "      <td>44</td>\n",
+       "      <td>20</td>\n",
+       "      <td>8</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
@@ -663,20 +2003,56 @@
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td></td>\n",
-       "      <td>ca1</td>\n",
+       "      <td>hippocampus</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <th>24</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
        "      <th>1000</th>\n",
-       "      <th>CA1_test</th>\n",
+       "      <th>test_hippocampus</th>\n",
        "      <th>-1</th>\n",
-       "      <th>19</th>\n",
+       "      <th>16</th>\n",
+       "      <td>tetrode_12.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>24</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>None</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td></td>\n",
+       "      <td>hippocampus</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <th>28</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
+       "      <th>-1</th>\n",
+       "      <th>16</th>\n",
        "      <td>tetrode_12.5</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>28</td>\n",
-       "      <td>44</td>\n",
+       "      <td>8</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
@@ -687,26 +2063,26 @@
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td></td>\n",
-       "      <td>ca1</td>\n",
+       "      <td>hippocampus</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th rowspan=\"2\" valign=\"top\">8</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">32</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">2f3c93d5-5d5d-2d47-75b3-c346dddbd312</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">Ripple 150-250 Hz</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">1000</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">test interval</th>\n",
-       "      <th>100</th>\n",
-       "      <th>CA1_test</th>\n",
+       "      <th>8</th>\n",
+       "      <th>32</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>test_hippocampus</th>\n",
        "      <th>-1</th>\n",
-       "      <th>19</th>\n",
+       "      <th>16</th>\n",
        "      <td>tetrode_12.5</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>32</td>\n",
-       "      <td>44</td>\n",
+       "      <td>8</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
@@ -717,20 +2093,26 @@
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td></td>\n",
-       "      <td>ca1</td>\n",
+       "      <td>hippocampus</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <th>36</th>\n",
+       "      <th>e5c8a41b-5bb1-c12c-d306-e80e5491d6dd</th>\n",
+       "      <th>Ripple 150-250 Hz</th>\n",
+       "      <th>1000</th>\n",
+       "      <th>02_r1_ripple_demo</th>\n",
        "      <th>1000</th>\n",
-       "      <th>CA1_test</th>\n",
+       "      <th>test_hippocampus</th>\n",
        "      <th>-1</th>\n",
-       "      <th>19</th>\n",
+       "      <th>16</th>\n",
        "      <td>tetrode_12.5</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>32</td>\n",
-       "      <td>44</td>\n",
+       "      <td>36</td>\n",
+       "      <td>8</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
@@ -741,7 +2123,7 @@
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td></td>\n",
-       "      <td>ca1</td>\n",
+       "      <td>hippocampus</td>\n",
        "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
@@ -750,134 +2132,458 @@
        "</div>"
       ],
       "text/plain": [
-       "                                                                                                                                                                                                                                             probe_id  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                 \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         tetrode_12.5   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         tetrode_12.5   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         tetrode_12.5   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         tetrode_12.5   \n",
+       "                                                                                                                                                                                                                                                 probe_id  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                 \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         tetrode_12.5   \n",
        "\n",
-       "                                                                                                                                                                                                                                        probe_shank  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                  0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                  0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                  0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                  0   \n",
+       "                                                                                                                                                                                                                                            probe_shank  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  0   \n",
        "\n",
-       "                                                                                                                                                                                                                                        probe_electrode  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                   \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                      0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                      0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                      0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                      0   \n",
+       "                                                                                                                                                                                                                                            probe_electrode  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                   \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                      0   \n",
        "\n",
-       "                                                                                                                                                                                                                                        name  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19          28   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19          28   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19          32   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19          32   \n",
+       "                                                                                                                                                                                                                                            name  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16           0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16           4   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          40   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          44   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          52   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          56   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          60   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          64   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          68   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          72   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          76   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          80   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          84   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          88   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          92   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          12   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          16   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          20   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          24   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          28   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          32   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16          36   \n",
        "\n",
-       "                                                                                                                                                                                                                                         original_reference_electrode  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                                 \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                                   44   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                                   44   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                                   44   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                                   44   \n",
+       "                                                                                                                                                                                                                                             original_reference_electrode  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                                 \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                                    8   \n",
        "\n",
-       "                                                                                                                                                                                                                                           x  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
+       "                                                                                                                                                                                                                                               x  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
        "\n",
-       "                                                                                                                                                                                                                                           y  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
+       "                                                                                                                                                                                                                                               y  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
        "\n",
-       "                                                                                                                                                                                                                                           z  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19         0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19         0.0   \n",
+       "                                                                                                                                                                                                                                               z  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id        \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         0.0   \n",
        "\n",
-       "                                                                                                                                                                                                                                        filtering  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19             None   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19             None   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19             None   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19             None   \n",
+       "                                                                                                                                                                                                                                            filtering  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16             None   \n",
        "\n",
-       "                                                                                                                                                                                                                                         impedance  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id              \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19               0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19               0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19               0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19               0.0   \n",
+       "                                                                                                                                                                                                                                             impedance  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id              \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16               0.0   \n",
        "\n",
-       "                                                                                                                                                                                                                                        bad_channel  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              False   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              False   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              False   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              False   \n",
+       "                                                                                                                                                                                                                                            bad_channel  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              False   \n",
        "\n",
-       "                                                                                                                                                                                                                                         x_warped  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
+       "                                                                                                                                                                                                                                             x_warped  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
        "\n",
-       "                                                                                                                                                                                                                                         y_warped  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
+       "                                                                                                                                                                                                                                             y_warped  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
        "\n",
-       "                                                                                                                                                                                                                                         z_warped  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19              0.0   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19              0.0   \n",
+       "                                                                                                                                                                                                                                             z_warped  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id             \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16              0.0   \n",
        "\n",
-       "                                                                                                                                                                                                                                        contacts  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id            \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                   \n",
+       "                                                                                                                                                                                                                                            contacts  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id            \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                   \n",
        "\n",
-       "                                                                                                                                                                                                                                        region_name  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id               \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                ca1   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                ca1   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                ca1   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                ca1   \n",
+       "                                                                                                                                                                                                                                             region_name  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16         hippocampus   \n",
        "\n",
-       "                                                                                                                                                                                                                                        subregion_name  \\\n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                  \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                  None   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                  None   \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                  None   \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                  None   \n",
+       "                                                                                                                                                                                                                                            subregion_name  \\\n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                  \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                  None   \n",
        "\n",
-       "                                                                                                                                                                                                                                        subsubregion_name  \n",
-       "nwb_file_name      electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                    \n",
-       "tonks20211103_.nwb 7                    28           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                     None  \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                     None  \n",
-       "                   8                    32           2f3c93d5-5d5d-2d47-75b3-c346dddbd312 Ripple 150-250 Hz 1000                 test interval             100                    CA1_test                 -1                 19                     None  \n",
-       "                                                                                                                                                           1000                   CA1_test                 -1                 19                     None  "
+       "                                                                                                                                                                                                                                            subsubregion_name  \n",
+       "nwb_file_name          electrode_group_name electrode_id lfp_merge_id                         filter_name       filter_sampling_rate target_interval_list_name lfp_band_sampling_rate lfp_electrode_group_name reference_elect_id region_id                    \n",
+       "mediumnwb20230802_.nwb 0                    0            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       1                    4            e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       10                   40           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       11                   44           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       13                   52           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       14                   56           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       15                   60           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       16                   64           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       17                   68           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       18                   72           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       19                   76           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       20                   80           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       21                   84           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       22                   88           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       23                   92           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       3                    12           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       4                    16           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       5                    20           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       6                    24           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       7                    28           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       8                    32           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  \n",
+       "                       9                    36           e5c8a41b-5bb1-c12c-d306-e80e5491d6dd Ripple 150-250 Hz 1000                 02_r1_ripple_demo         1000                   test_hippocampus         -1                 16                     None  "
       ]
      },
-     "execution_count": 5,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -900,7 +2606,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 22,
    "id": "0eba0656-c4dd-42bd-b18f-23aac13eb70a",
    "metadata": {},
    "outputs": [],
@@ -934,7 +2640,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 24,
    "id": "345709c2-2892-407d-ab2d-d3fd36f67d69",
    "metadata": {},
    "outputs": [],
@@ -959,7 +2665,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 25,
    "id": "96eb2aae-e93a-4214-a5e2-8c729767634b",
    "metadata": {},
    "outputs": [
@@ -1059,7 +2765,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1069,7 +2775,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1079,7 +2785,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1089,7 +2795,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1099,7 +2805,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1109,7 +2815,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1119,7 +2825,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1129,7 +2835,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1139,7 +2845,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1149,7 +2855,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1159,7 +2865,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1169,7 +2875,7 @@
        "<td>Ripple 150-250 Hz</td>\n",
        "<td>1000</td>\n",
        "<td>Winnie20220714_.nwb</td>\n",
-       "<td>pos 9 valid times</td>\n",
+       "<td>Winnie20220714_.nwb_pos 9 valid times_LFP_default_difference</td>\n",
        "<td>1000</td>\n",
        "<td>CA1</td>\n",
        "<td>tetrode_sample_Winnie</td>\n",
@@ -1178,29 +2884,29 @@
        "<td>-1</td> </tr> </tbody>\n",
        "        </table>\n",
        "        <p>...</p>\n",
-       "        <p>Total: 60265</p></div>\n",
+       "        <p>Total: 60159</p></div>\n",
        "        "
       ],
       "text/plain": [
        "*lfp_merge_id  *filter_name   *filter_sampli *nwb_file_name *target_interv *lfp_band_samp *group_name    *lfp_electrode *electrode_gro *electrode_id  *reference_ele\n",
        "+------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+\n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 0              0              -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 1              4              -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 11             44             -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 12             49             -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 13             52             -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 14             56             -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 16             64             -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 17             68             -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 18             72             -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 19             76             -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 2              8              -1            \n",
-       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 pos 9 valid ti 1000           CA1            tetrode_sample 20             80             -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 0              0              -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 1              4              -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 11             44             -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 12             49             -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 13             52             -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 14             56             -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 16             64             -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 17             68             -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 18             72             -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 19             76             -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 2              8              -1            \n",
+       "0087e094-8238- Ripple 150-250 1000           Winnie20220714 Winnie20220714 1000           CA1            tetrode_sample 20             80             -1            \n",
        "   ...\n",
-       " (Total: 60265)"
+       " (Total: 60159)"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1220,7 +2926,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 26,
    "id": "a601b1ac-0d37-4215-b9c6-5797bf21a1a0",
    "metadata": {},
    "outputs": [],
@@ -1239,7 +2945,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 27,
    "id": "3ac90755-f6b0-434c-ab57-6177e064a5f3",
    "metadata": {},
    "outputs": [
@@ -1326,13 +3032,13 @@
        " (Total: 3)"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 27,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "sgr.RippleParameters()"
+    "sgr.RippleParameters().insert_default"
    ]
   },
   {
@@ -1346,15 +3052,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 49,
    "id": "837a1c8d-87b6-42d9-9cfa-787ef63f7284",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "{'ripple_param_name': 'default',\n",
-       " 'ripple_param_dict': {'speed_name': 'head_speed',\n",
+       "{'ripple_param_name': 'default_trodes',\n",
+       " 'ripple_param_dict': {'speed_name': 'speed',\n",
        "  'ripple_detection_algorithm': 'Kay_ripple_detector',\n",
        "  'ripple_detection_params': {'speed_threshold': 4.0,\n",
        "   'minimum_duration': 0.015,\n",
@@ -1363,13 +3069,13 @@
        "   'close_ripple_threshold': 0.0}}}"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 49,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "(sgrip.RippleParameters() & {\"ripple_param_name\": \"default\"}).fetch1()"
+    "(sgrip.RippleParameters() & {\"ripple_param_name\": \"default_trodes\"}).fetch1()"
    ]
   },
   {
@@ -1400,27 +3106,136 @@
     "## Check interval speed\n",
     "\n",
     "The speed for this interval should exist under the default position parameter\n",
-    "set and for a given interval.\n"
+    "set and for a given interval. We can quickly populate this here\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
-   "id": "cc3c95f0-3fd0-440c-93f9-338f01a1d893",
+   "execution_count": 41,
+   "id": "3cc0fb45",
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/hdmf/spec/namespace.py:531: UserWarning: Ignoring cached namespace 'hdmf-common' version 1.5.1 because version 1.6.0 is already loaded.\n",
-      "  warn(\"Ignoring cached namespace '%s' version %s because version %s is already loaded.\"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/hdmf/spec/namespace.py:531: UserWarning: Ignoring cached namespace 'core' version 2.4.0 because version 2.6.0-alpha is already loaded.\n",
-      "  warn(\"Ignoring cached namespace '%s' version %s because version %s is already loaded.\"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/hdmf/spec/namespace.py:531: UserWarning: Ignoring cached namespace 'hdmf-experimental' version 0.2.0 because version 0.3.0 is already loaded.\n",
-      "  warn(\"Ignoring cached namespace '%s' version %s because version %s is already loaded.\"\n"
-     ]
-    },
+     "data": {
+      "text/html": [
+       "\n",
+       "    \n",
+       "    <style type=\"text/css\">\n",
+       "        .Table{\n",
+       "            border-collapse:collapse;\n",
+       "        }\n",
+       "        .Table th{\n",
+       "            background: #A0A0A0; color: #ffffff; padding:4px; border:#f0e0e0 1px solid;\n",
+       "            font-weight: normal; font-family: monospace; font-size: 100%;\n",
+       "        }\n",
+       "        .Table td{\n",
+       "            padding:4px; border:#f0e0e0 1px solid; font-size:100%;\n",
+       "        }\n",
+       "        .Table tr:nth-child(odd){\n",
+       "            background: #ffffff;\n",
+       "            color: #000000;\n",
+       "        }\n",
+       "        .Table tr:nth-child(even){\n",
+       "            background: #f3f1ff;\n",
+       "            color: #000000;\n",
+       "        }\n",
+       "        /* Tooltip container */\n",
+       "        .djtooltip {\n",
+       "        }\n",
+       "        /* Tooltip text */\n",
+       "        .djtooltip .djtooltiptext {\n",
+       "            visibility: hidden;\n",
+       "            width: 120px;\n",
+       "            background-color: black;\n",
+       "            color: #fff;\n",
+       "            text-align: center;\n",
+       "            padding: 5px 0;\n",
+       "            border-radius: 6px;\n",
+       "            /* Position the tooltip text - see examples below! */\n",
+       "            position: absolute;\n",
+       "            z-index: 1;\n",
+       "        }\n",
+       "        #primary {\n",
+       "            font-weight: bold;\n",
+       "            color: black;\n",
+       "        }\n",
+       "        #nonprimary {\n",
+       "            font-weight: normal;\n",
+       "            color: white;\n",
+       "        }\n",
+       "\n",
+       "        /* Show the tooltip text when you mouse over the tooltip container */\n",
+       "        .djtooltip:hover .djtooltiptext {\n",
+       "            visibility: visible;\n",
+       "        }\n",
+       "    </style>\n",
+       "    \n",
+       "    <b></b>\n",
+       "        <div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+       "        <table border=\"1\" class=\"Table\">\n",
+       "            <thead> <tr style=\"text-align: right;\"> <th> <div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">nwb_file_name</p>\n",
+       "                            <span class=\"djtooltiptext\">name of the NWB file</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">interval_list_name</p>\n",
+       "                            <span class=\"djtooltiptext\">descriptive name of this interval list</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"primary\">trodes_pos_params_name</p>\n",
+       "                            <span class=\"djtooltiptext\">name for this set of parameters</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">analysis_file_name</p>\n",
+       "                            <span class=\"djtooltiptext\">name of the file</span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">position_object_id</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">orientation_object_id</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div></th><th><div class=\"djtooltip\">\n",
+       "                            <p id=\"nonprimary\">velocity_object_id</p>\n",
+       "                            <span class=\"djtooltiptext\"></span>\n",
+       "                        </div> </th> </tr> </thead>\n",
+       "            <tbody> <tr> <td>mediumnwb20230802_.nwb</td>\n",
+       "<td>pos 0 valid times</td>\n",
+       "<td>single_led</td>\n",
+       "<td>mediumnwb20230802_9GTXMUKTK1.nwb</td>\n",
+       "<td>6d725947-3ba0-4cbe-9483-e77b897ba1ab</td>\n",
+       "<td>848f5b77-cf49-41c2-906d-06b58a731086</td>\n",
+       "<td>41cf08d3-f114-4201-b7d8-d6e541015b42</td> </tr> </tbody>\n",
+       "        </table>\n",
+       "        \n",
+       "        <p>Total: 1</p></div>\n",
+       "        "
+      ],
+      "text/plain": [
+       "*nwb_file_name *interval_list *trodes_pos_pa analysis_file_ position_objec orientation_ob velocity_objec\n",
+       "+------------+ +------------+ +------------+ +------------+ +------------+ +------------+ +------------+\n",
+       "mediumnwb20230 pos 0 valid ti single_led     mediumnwb20230 6d725947-3ba0- 848f5b77-cf49- 41cf08d3-f114-\n",
+       " (Total: 1)"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pos_key = {\n",
+    "    \"nwb_file_name\": nwb_file_name,\n",
+    "    \"trodes_pos_params_name\": \"single_led\",\n",
+    "    \"interval_list_name\": \"pos 0 valid times\",\n",
+    "}\n",
+    "sgp.TrodesPosSelection().insert1(pos_key, skip_duplicates=True)\n",
+    "sgp.TrodesPosV1.populate(pos_key, display_progress=True)\n",
+    "sgp.TrodesPosV1 & pos_key"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "id": "cc3c95f0-3fd0-440c-93f9-338f01a1d893",
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -1442,12 +3257,13 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>head_position_x</th>\n",
-       "      <th>head_position_y</th>\n",
-       "      <th>head_orientation</th>\n",
-       "      <th>head_velocity_x</th>\n",
-       "      <th>head_velocity_y</th>\n",
-       "      <th>head_speed</th>\n",
+       "      <th>video_frame_ind</th>\n",
+       "      <th>position_x</th>\n",
+       "      <th>position_y</th>\n",
+       "      <th>orientation</th>\n",
+       "      <th>velocity_x</th>\n",
+       "      <th>velocity_y</th>\n",
+       "      <th>speed</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>time</th>\n",
@@ -1457,53 +3273,59 @@
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
+       "      <th></th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>1.635961e+09</th>\n",
-       "      <td>98.670000</td>\n",
-       "      <td>78.320000</td>\n",
-       "      <td>1.878849</td>\n",
-       "      <td>-0.212384</td>\n",
-       "      <td>-1.050933e+00</td>\n",
-       "      <td>1.072179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1.635961e+09</th>\n",
-       "      <td>98.615000</td>\n",
-       "      <td>78.210000</td>\n",
-       "      <td>1.899349</td>\n",
-       "      <td>-0.143244</td>\n",
-       "      <td>-1.136351e+00</td>\n",
-       "      <td>1.145344</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1.635961e+09</th>\n",
-       "      <td>98.633333</td>\n",
-       "      <td>78.173333</td>\n",
-       "      <td>1.919567</td>\n",
-       "      <td>-0.031501</td>\n",
-       "      <td>-1.123425e+00</td>\n",
-       "      <td>1.123867</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1.635961e+09</th>\n",
-       "      <td>98.596667</td>\n",
-       "      <td>78.100000</td>\n",
-       "      <td>1.932884</td>\n",
-       "      <td>0.094982</td>\n",
-       "      <td>-1.013202e+00</td>\n",
-       "      <td>1.017644</td>\n",
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-       "    <tr>\n",
-       "      <th>1.635961e+09</th>\n",
-       "      <td>98.633333</td>\n",
-       "      <td>78.100000</td>\n",
-       "      <td>1.946067</td>\n",
-       "      <td>0.194273</td>\n",
-       "      <td>-8.272934e-01</td>\n",
-       "      <td>0.849798</td>\n",
+       "      <th>1.625936e+09</th>\n",
+       "      <td>0</td>\n",
+       "      <td>180.251195</td>\n",
+       "      <td>162.885335</td>\n",
+       "      <td>1.584011</td>\n",
+       "      <td>-1.062553</td>\n",
+       "      <td>1.052022</td>\n",
+       "      <td>1.495249</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1.625936e+09</th>\n",
+       "      <td>1</td>\n",
+       "      <td>180.090400</td>\n",
+       "      <td>163.287322</td>\n",
+       "      <td>1.579705</td>\n",
+       "      <td>-1.162356</td>\n",
+       "      <td>0.674062</td>\n",
+       "      <td>1.343663</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1.625936e+09</th>\n",
+       "      <td>2</td>\n",
+       "      <td>180.143998</td>\n",
+       "      <td>163.421318</td>\n",
+       "      <td>1.581228</td>\n",
+       "      <td>-1.218606</td>\n",
+       "      <td>0.243100</td>\n",
+       "      <td>1.242618</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1.625936e+09</th>\n",
+       "      <td>3</td>\n",
+       "      <td>179.983203</td>\n",
+       "      <td>162.938933</td>\n",
+       "      <td>1.576679</td>\n",
+       "      <td>-1.243190</td>\n",
+       "      <td>-0.085662</td>\n",
+       "      <td>1.246138</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1.625936e+09</th>\n",
+       "      <td>4</td>\n",
+       "      <td>180.197597</td>\n",
+       "      <td>162.670942</td>\n",
+       "      <td>1.582475</td>\n",
+       "      <td>-1.230759</td>\n",
+       "      <td>-0.224637</td>\n",
+       "      <td>1.251091</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -1513,103 +3335,105 @@
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
+       "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1.635963e+09</th>\n",
-       "      <td>96.323333</td>\n",
-       "      <td>71.500000</td>\n",
-       "      <td>-2.265535</td>\n",
-       "      <td>-0.415082</td>\n",
-       "      <td>-1.486577e-05</td>\n",
-       "      <td>0.415082</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1.635963e+09</th>\n",
-       "      <td>96.286667</td>\n",
-       "      <td>71.500000</td>\n",
-       "      <td>-2.158799</td>\n",
-       "      <td>-0.413708</td>\n",
-       "      <td>-3.243187e-06</td>\n",
-       "      <td>0.413708</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1.635963e+09</th>\n",
-       "      <td>96.250000</td>\n",
-       "      <td>71.500000</td>\n",
-       "      <td>-2.034444</td>\n",
-       "      <td>-0.374655</td>\n",
-       "      <td>-6.383825e-07</td>\n",
-       "      <td>0.374655</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1.635963e+09</th>\n",
-       "      <td>96.250000</td>\n",
-       "      <td>71.500000</td>\n",
-       "      <td>-2.034444</td>\n",
-       "      <td>-0.307793</td>\n",
-       "      <td>-1.133319e-07</td>\n",
-       "      <td>0.307793</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1.635963e+09</th>\n",
-       "      <td>96.250000</td>\n",
-       "      <td>71.500000</td>\n",
-       "      <td>-2.034444</td>\n",
-       "      <td>-0.229237</td>\n",
-       "      <td>-1.813955e-08</td>\n",
-       "      <td>0.229237</td>\n",
+       "      <th>1.625937e+09</th>\n",
+       "      <td>44186</td>\n",
+       "      <td>38.483603</td>\n",
+       "      <td>113.574868</td>\n",
+       "      <td>-1.402199</td>\n",
+       "      <td>1.008364</td>\n",
+       "      <td>-0.865117</td>\n",
+       "      <td>1.328618</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1.625937e+09</th>\n",
+       "      <td>44187</td>\n",
+       "      <td>38.483603</td>\n",
+       "      <td>113.521270</td>\n",
+       "      <td>-1.398606</td>\n",
+       "      <td>0.603148</td>\n",
+       "      <td>-0.534938</td>\n",
+       "      <td>0.806192</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1.625937e+09</th>\n",
+       "      <td>44188</td>\n",
+       "      <td>38.430005</td>\n",
+       "      <td>113.574868</td>\n",
+       "      <td>-1.416478</td>\n",
+       "      <td>0.256839</td>\n",
+       "      <td>-0.219871</td>\n",
+       "      <td>0.338096</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1.625937e+09</th>\n",
+       "      <td>44189</td>\n",
+       "      <td>38.376407</td>\n",
+       "      <td>113.574868</td>\n",
+       "      <td>-1.432157</td>\n",
+       "      <td>0.017772</td>\n",
+       "      <td>0.025349</td>\n",
+       "      <td>0.030958</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1.625937e+09</th>\n",
+       "      <td>44190</td>\n",
+       "      <td>38.376407</td>\n",
+       "      <td>113.628467</td>\n",
+       "      <td>-1.435269</td>\n",
+       "      <td>-0.107231</td>\n",
+       "      <td>0.174792</td>\n",
+       "      <td>0.205063</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>48950 rows × 6 columns</p>\n",
+       "<p>44191 rows × 7 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "              head_position_x  head_position_y  head_orientation  \\\n",
-       "time                                                               \n",
-       "1.635961e+09        98.670000        78.320000          1.878849   \n",
-       "1.635961e+09        98.615000        78.210000          1.899349   \n",
-       "1.635961e+09        98.633333        78.173333          1.919567   \n",
-       "1.635961e+09        98.596667        78.100000          1.932884   \n",
-       "1.635961e+09        98.633333        78.100000          1.946067   \n",
-       "...                       ...              ...               ...   \n",
-       "1.635963e+09        96.323333        71.500000         -2.265535   \n",
-       "1.635963e+09        96.286667        71.500000         -2.158799   \n",
-       "1.635963e+09        96.250000        71.500000         -2.034444   \n",
-       "1.635963e+09        96.250000        71.500000         -2.034444   \n",
-       "1.635963e+09        96.250000        71.500000         -2.034444   \n",
+       "              video_frame_ind  position_x  position_y  orientation  \\\n",
+       "time                                                                 \n",
+       "1.625936e+09                0  180.251195  162.885335     1.584011   \n",
+       "1.625936e+09                1  180.090400  163.287322     1.579705   \n",
+       "1.625936e+09                2  180.143998  163.421318     1.581228   \n",
+       "1.625936e+09                3  179.983203  162.938933     1.576679   \n",
+       "1.625936e+09                4  180.197597  162.670942     1.582475   \n",
+       "...                       ...         ...         ...          ...   \n",
+       "1.625937e+09            44186   38.483603  113.574868    -1.402199   \n",
+       "1.625937e+09            44187   38.483603  113.521270    -1.398606   \n",
+       "1.625937e+09            44188   38.430005  113.574868    -1.416478   \n",
+       "1.625937e+09            44189   38.376407  113.574868    -1.432157   \n",
+       "1.625937e+09            44190   38.376407  113.628467    -1.435269   \n",
        "\n",
-       "              head_velocity_x  head_velocity_y  head_speed  \n",
-       "time                                                        \n",
-       "1.635961e+09        -0.212384    -1.050933e+00    1.072179  \n",
-       "1.635961e+09        -0.143244    -1.136351e+00    1.145344  \n",
-       "1.635961e+09        -0.031501    -1.123425e+00    1.123867  \n",
-       "1.635961e+09         0.094982    -1.013202e+00    1.017644  \n",
-       "1.635961e+09         0.194273    -8.272934e-01    0.849798  \n",
-       "...                       ...              ...         ...  \n",
-       "1.635963e+09        -0.415082    -1.486577e-05    0.415082  \n",
-       "1.635963e+09        -0.413708    -3.243187e-06    0.413708  \n",
-       "1.635963e+09        -0.374655    -6.383825e-07    0.374655  \n",
-       "1.635963e+09        -0.307793    -1.133319e-07    0.307793  \n",
-       "1.635963e+09        -0.229237    -1.813955e-08    0.229237  \n",
+       "              velocity_x  velocity_y     speed  \n",
+       "time                                            \n",
+       "1.625936e+09   -1.062553    1.052022  1.495249  \n",
+       "1.625936e+09   -1.162356    0.674062  1.343663  \n",
+       "1.625936e+09   -1.218606    0.243100  1.242618  \n",
+       "1.625936e+09   -1.243190   -0.085662  1.246138  \n",
+       "1.625936e+09   -1.230759   -0.224637  1.251091  \n",
+       "...                  ...         ...       ...  \n",
+       "1.625937e+09    1.008364   -0.865117  1.328618  \n",
+       "1.625937e+09    0.603148   -0.534938  0.806192  \n",
+       "1.625937e+09    0.256839   -0.219871  0.338096  \n",
+       "1.625937e+09    0.017772    0.025349  0.030958  \n",
+       "1.625937e+09   -0.107231    0.174792  0.205063  \n",
        "\n",
-       "[48950 rows x 6 columns]"
+       "[44191 rows x 7 columns]"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 46,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "pos_key = sgp.PositionOutput.merge_get_part(\n",
-    "    {\n",
-    "        \"nwb_file_name\": nwb_file_name,\n",
-    "        \"position_info_param_name\": \"default\",\n",
-    "        \"interval_list_name\": \"pos 1 valid times\",\n",
-    "    }\n",
-    ").fetch1(\"KEY\")\n",
-    "(sgp.PositionOutput & pos_key).fetch1_dataframe()"
+    "from spyglass.position import PositionOutput\n",
+    "\n",
+    "pos_key = PositionOutput.merge_get_part(pos_key).fetch1(\"KEY\")\n",
+    "(PositionOutput & pos_key).fetch1_dataframe()"
    ]
   },
   {
@@ -1618,7 +3442,7 @@
    "id": "1bc905e6-211a-4292-9f13-dfff906479a0",
    "metadata": {},
    "source": [
-    "We'll use the `head_speed` above as part of `RippleParameters`.\n"
+    "We'll use the `speed` above as part of `RippleParameters`. Ensure your selected ripple parameters value for `speed_name` matches for your data.\n"
    ]
   },
   {
@@ -1640,42 +3464,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 52,
    "id": "8ddee771-470f-44e4-b0ac-1d2eef60f66d",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "[10:01:12][INFO] Spyglass: Computing ripple times for: {'lfp_merge_id': UUID('2f3c93d5-5d5d-2d47-75b3-c346dddbd312'), 'filter_name': 'Ripple 150-250 Hz', 'filter_sampling_rate': 1000, 'nwb_file_name': 'tonks20211103_.nwb', 'target_interval_list_name': 'test interval', 'lfp_band_sampling_rate': 1000, 'group_name': 'CA1_test', 'ripple_param_name': 'default', 'pos_merge_id': UUID('68959dc8-f8a3-c3c0-a534-096b3bc10f6c')}\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/hdmf/spec/namespace.py:531: UserWarning: Ignoring cached namespace 'hdmf-common' version 1.5.1 because version 1.6.0 is already loaded.\n",
-      "  warn(\"Ignoring cached namespace '%s' version %s because version %s is already loaded.\"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/hdmf/spec/namespace.py:531: UserWarning: Ignoring cached namespace 'core' version 2.4.0 because version 2.6.0-alpha is already loaded.\n",
-      "  warn(\"Ignoring cached namespace '%s' version %s because version %s is already loaded.\"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/hdmf/spec/namespace.py:531: UserWarning: Ignoring cached namespace 'hdmf-experimental' version 0.2.0 because version 0.3.0 is already loaded.\n",
-      "  warn(\"Ignoring cached namespace '%s' version %s because version %s is already loaded.\"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/pynwb/behavior.py:46: UserWarning: SpatialSeries 'series_0' has data shape (66792, 4) which is not compliant with NWB 2.5 and greater. The second dimension should have length <= 3 to represent at most x, y, z.\n",
-      "  warnings.warn(\"SpatialSeries '%s' has data shape %s which is not compliant with NWB 2.5 and greater. \"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/pynwb/behavior.py:46: UserWarning: SpatialSeries 'series_1' has data shape (48950, 4) which is not compliant with NWB 2.5 and greater. The second dimension should have length <= 3 to represent at most x, y, z.\n",
-      "  warnings.warn(\"SpatialSeries '%s' has data shape %s which is not compliant with NWB 2.5 and greater. \"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/pynwb/behavior.py:46: UserWarning: SpatialSeries 'series_2' has data shape (98507, 4) which is not compliant with NWB 2.5 and greater. The second dimension should have length <= 3 to represent at most x, y, z.\n",
-      "  warnings.warn(\"SpatialSeries '%s' has data shape %s which is not compliant with NWB 2.5 and greater. \"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/pynwb/behavior.py:46: UserWarning: SpatialSeries 'series_3' has data shape (44892, 4) which is not compliant with NWB 2.5 and greater. The second dimension should have length <= 3 to represent at most x, y, z.\n",
-      "  warnings.warn(\"SpatialSeries '%s' has data shape %s which is not compliant with NWB 2.5 and greater. \"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/pynwb/behavior.py:46: UserWarning: SpatialSeries 'series_4' has data shape (82313, 4) which is not compliant with NWB 2.5 and greater. The second dimension should have length <= 3 to represent at most x, y, z.\n",
-      "  warnings.warn(\"SpatialSeries '%s' has data shape %s which is not compliant with NWB 2.5 and greater. \"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/pynwb/behavior.py:46: UserWarning: SpatialSeries 'series_5' has data shape (81566, 4) which is not compliant with NWB 2.5 and greater. The second dimension should have length <= 3 to represent at most x, y, z.\n",
-      "  warnings.warn(\"SpatialSeries '%s' has data shape %s which is not compliant with NWB 2.5 and greater. \"\n",
-      "/home/sambray/mambaforge-pypy3/envs/spyglass/lib/python3.9/site-packages/pynwb/behavior.py:46: UserWarning: SpatialSeries 'series_6' has data shape (83811, 4) which is not compliant with NWB 2.5 and greater. The second dimension should have length <= 3 to represent at most x, y, z.\n",
-      "  warnings.warn(\"SpatialSeries '%s' has data shape %s which is not compliant with NWB 2.5 and greater. \"\n",
-      "[10:01:14][INFO] Spyglass: Writing new NWB file tonks20211103_41QOWS4VUO.nwb\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "key = {\n",
-    "    \"ripple_param_name\": \"default\",\n",
+    "    \"ripple_param_name\": \"default_trodes\",\n",
     "    **rip_sel_key,\n",
     "    \"pos_merge_id\": pos_key[\"merge_id\"],\n",
     "}\n",
@@ -1693,7 +3488,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 53,
    "id": "676b05bd-e8ec-41de-9df0-a823cd90aca3",
    "metadata": {},
    "outputs": [
@@ -1730,248 +3525,198 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>30</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>31</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>32</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>33</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>34</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>36</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>37</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>38</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>39</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>40</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>45</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>46</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>48</th>\n",
-       "      <td>1.635961e+09</td>\n",
-       "      <td>1.635961e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
+       "      <td>1.625936e+09</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -1980,58 +3725,48 @@
       "text/plain": [
        "      start_time      end_time\n",
        "id                            \n",
-       "0   1.635961e+09  1.635961e+09\n",
-       "1   1.635961e+09  1.635961e+09\n",
-       "2   1.635961e+09  1.635961e+09\n",
-       "3   1.635961e+09  1.635961e+09\n",
-       "4   1.635961e+09  1.635961e+09\n",
-       "5   1.635961e+09  1.635961e+09\n",
-       "6   1.635961e+09  1.635961e+09\n",
-       "7   1.635961e+09  1.635961e+09\n",
-       "8   1.635961e+09  1.635961e+09\n",
-       "9   1.635961e+09  1.635961e+09\n",
-       "10  1.635961e+09  1.635961e+09\n",
-       "11  1.635961e+09  1.635961e+09\n",
-       "12  1.635961e+09  1.635961e+09\n",
-       "13  1.635961e+09  1.635961e+09\n",
-       "14  1.635961e+09  1.635961e+09\n",
-       "15  1.635961e+09  1.635961e+09\n",
-       "16  1.635961e+09  1.635961e+09\n",
-       "17  1.635961e+09  1.635961e+09\n",
-       "18  1.635961e+09  1.635961e+09\n",
-       "19  1.635961e+09  1.635961e+09\n",
-       "20  1.635961e+09  1.635961e+09\n",
-       "21  1.635961e+09  1.635961e+09\n",
-       "22  1.635961e+09  1.635961e+09\n",
-       "23  1.635961e+09  1.635961e+09\n",
-       "24  1.635961e+09  1.635961e+09\n",
-       "25  1.635961e+09  1.635961e+09\n",
-       "26  1.635961e+09  1.635961e+09\n",
-       "27  1.635961e+09  1.635961e+09\n",
-       "28  1.635961e+09  1.635961e+09\n",
-       "29  1.635961e+09  1.635961e+09\n",
-       "30  1.635961e+09  1.635961e+09\n",
-       "31  1.635961e+09  1.635961e+09\n",
-       "32  1.635961e+09  1.635961e+09\n",
-       "33  1.635961e+09  1.635961e+09\n",
-       "34  1.635961e+09  1.635961e+09\n",
-       "35  1.635961e+09  1.635961e+09\n",
-       "36  1.635961e+09  1.635961e+09\n",
-       "37  1.635961e+09  1.635961e+09\n",
-       "38  1.635961e+09  1.635961e+09\n",
-       "39  1.635961e+09  1.635961e+09\n",
-       "40  1.635961e+09  1.635961e+09\n",
-       "41  1.635961e+09  1.635961e+09\n",
-       "42  1.635961e+09  1.635961e+09\n",
-       "43  1.635961e+09  1.635961e+09\n",
-       "44  1.635961e+09  1.635961e+09\n",
-       "45  1.635961e+09  1.635961e+09\n",
-       "46  1.635961e+09  1.635961e+09\n",
-       "47  1.635961e+09  1.635961e+09\n",
-       "48  1.635961e+09  1.635961e+09"
+       "0   1.625936e+09  1.625936e+09\n",
+       "1   1.625936e+09  1.625936e+09\n",
+       "2   1.625936e+09  1.625936e+09\n",
+       "3   1.625936e+09  1.625936e+09\n",
+       "4   1.625936e+09  1.625936e+09\n",
+       "5   1.625936e+09  1.625936e+09\n",
+       "6   1.625936e+09  1.625936e+09\n",
+       "7   1.625936e+09  1.625936e+09\n",
+       "8   1.625936e+09  1.625936e+09\n",
+       "9   1.625936e+09  1.625936e+09\n",
+       "10  1.625936e+09  1.625936e+09\n",
+       "11  1.625936e+09  1.625936e+09\n",
+       "12  1.625936e+09  1.625936e+09\n",
+       "13  1.625936e+09  1.625936e+09\n",
+       "14  1.625936e+09  1.625936e+09\n",
+       "15  1.625936e+09  1.625936e+09\n",
+       "16  1.625936e+09  1.625936e+09\n",
+       "17  1.625936e+09  1.625936e+09\n",
+       "18  1.625936e+09  1.625936e+09\n",
+       "19  1.625936e+09  1.625936e+09\n",
+       "20  1.625936e+09  1.625936e+09\n",
+       "21  1.625936e+09  1.625936e+09\n",
+       "22  1.625936e+09  1.625936e+09\n",
+       "23  1.625936e+09  1.625936e+09\n",
+       "24  1.625936e+09  1.625936e+09\n",
+       "25  1.625936e+09  1.625936e+09\n",
+       "26  1.625936e+09  1.625936e+09\n",
+       "27  1.625936e+09  1.625936e+09\n",
+       "28  1.625936e+09  1.625936e+09\n",
+       "29  1.625936e+09  1.625936e+09\n",
+       "30  1.625936e+09  1.625936e+09\n",
+       "31  1.625936e+09  1.625936e+09\n",
+       "32  1.625936e+09  1.625936e+09\n",
+       "33  1.625936e+09  1.625936e+09\n",
+       "34  1.625936e+09  1.625936e+09\n",
+       "35  1.625936e+09  1.625936e+09\n",
+       "36  1.625936e+09  1.625936e+09\n",
+       "37  1.625936e+09  1.625936e+09\n",
+       "38  1.625936e+09  1.625936e+09"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 53,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2041,6 +3776,65 @@
     "ripple_times"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "a219a82c",
+   "metadata": {},
+   "source": [
+    "We can also inspect the lfp trace at these ripple times.\n",
+    "\n",
+    "* *Note: The ripple detection algorithm depends on estimates of the standard deviation of power in the ripple band. Running analysis on longer intervals will lead to better estimates of this value, and thereby better segmentation of ripple events*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 103,
+   "id": "ee9324f0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0, 0.5, 'Voltage (uV)')"
+      ]
+     },
+     "execution_count": 103,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "ripple_band_df = (lfp_band.LFPBandV1() & lfp_band_key).fetch1_dataframe()\n",
+    "\n",
+    "window = 0.1\n",
+    "i = -1\n",
+    "ripple_start = ripple_times.iloc[i].start_time\n",
+    "ripple_end = ripple_times.iloc[i].end_time\n",
+    "plt.plot(\n",
+    "    ripple_band_df.loc[ripple_start - window : ripple_end + window].index,\n",
+    "    ripple_band_df.loc[ripple_start - window : ripple_end + window].iloc[\n",
+    "        :, ::15\n",
+    "    ],\n",
+    ")\n",
+    "plt.axvline(ripple_start, color=\"r\")\n",
+    "plt.axvline(ripple_end, color=\"r\")\n",
+    "\n",
+    "plt.xlabel(\"Time (s)\")\n",
+    "plt.ylabel(\"Voltage (uV)\")"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "bead0afa",
diff --git a/notebooks/py_scripts/32_Ripple_Detection.py b/notebooks/py_scripts/32_Ripple_Detection.py
index a2b6be30d..eae0a519e 100644
--- a/notebooks/py_scripts/32_Ripple_Detection.py
+++ b/notebooks/py_scripts/32_Ripple_Detection.py
@@ -5,7 +5,7 @@
 #       extension: .py
 #       format_name: light
 #       format_version: '1.5'
-#       jupytext_version: 1.16.0
+#       jupytext_version: 1.15.2
 #   kernelspec:
 #     display_name: spyglass
 #     language: python
@@ -39,6 +39,7 @@
 import os
 import datajoint as dj
 import numpy as np
+import pandas as pd
 
 # change to the upper level folder to detect dj_local_conf.json
 if os.path.basename(os.getcwd()) == "notebooks":
@@ -46,11 +47,10 @@
 dj.config.load("dj_local_conf.json")  # load config for database connection info
 
 import spyglass.common as sgc
-import spyglass.position as sgp
-import spyglass.lfp as lfp
+import spyglass.position.v1 as sgp
 import spyglass.lfp.analysis.v1 as lfp_analysis
 from spyglass.lfp import LFPOutput
-import spyglass.lfp.v1 as sglfp
+import spyglass.lfp as lfp
 from spyglass.position import PositionOutput
 import spyglass.ripple.v1 as sgrip
 import spyglass.ripple.v1 as sgr
@@ -62,10 +62,126 @@
 warnings.simplefilter("ignore", category=ResourceWarning)
 # -
 
-# ## Selecting Electrodes
+# ## Generate LFP Ripple Band
+
+# First, we need to generate a filter band from the LFP data at the ripple frequency.  This process is analagous to that in [30_LFP.ipynb](31_Theta.ipynb).
+
+# #### Make LFP
+
+# If you have already populated the LFP table for your data you may skip this step. Here, we will begin by creating a lfp group of just electrodes in the hippocampus region, and populate the lfp on a subsetted interval:
+
+# +
+nwb_file_name = "mediumnwb20230802_.nwb"
+lfp_electrode_group_name = "test_hippocampus"
+interval_list_name = "02_r1_ripple_demo"
+
+# select hippocampus electrodes
+electrodes_df = (
+    pd.DataFrame(
+        (
+            sgc.Electrode
+            & {
+                "nwb_file_name": nwb_file_name,
+            }
+        )
+        * (sgc.BrainRegion & {"region_name": "hippocampus"})
+    )
+    .loc[:, ["nwb_file_name", "electrode_id", "region_name"]]
+    .sort_values(by="electrode_id")
+)
+# create lfp_electrode_group
+lfp_eg_key = {
+    "nwb_file_name": nwb_file_name,
+    "lfp_electrode_group_name": lfp_electrode_group_name,
+}
+lfp.lfp_electrode.LFPElectrodeGroup.create_lfp_electrode_group(
+    nwb_file_name=nwb_file_name,
+    group_name=lfp_electrode_group_name,
+    electrode_list=electrodes_df.electrode_id.tolist(),
+)
+
+# make a shorter interval to run this demo on
+interval_start = (
+    sgc.IntervalList
+    & {"nwb_file_name": nwb_file_name, "interval_list_name": "02_r1"}
+).fetch1("valid_times")[0][0]
+truncated_interval = np.array(
+    [[interval_start, interval_start + 120]]
+)  # first 2 minutes of epoch
+sgc.IntervalList.insert1(
+    {
+        "nwb_file_name": nwb_file_name,
+        "interval_list_name": "02_r1_ripple_demo",
+        "valid_times": truncated_interval,
+    },
+    skip_duplicates=True,
+)
+
+# make the lfp selection
+lfp_s_key = lfp_eg_key.copy()
+lfp_s_key.update(
+    {
+        "target_interval_list_name": interval_list_name,
+        "filter_name": "LFP 0-400 Hz",
+        "filter_sampling_rate": 30_000,  # sampling rate of the data (Hz)
+        "target_sampling_rate": 1_000,  # smpling rate of the lfp output (Hz)
+    }
+)
+lfp.v1.LFPSelection.insert1(lfp_s_key, skip_duplicates=True)
+
+# populate the lfp
+lfp.v1.LFPV1.populate(lfp_s_key, display_progress=True)
+lfp.v1.LFPV1 & lfp_s_key
+# -
+
+# #### Populate Ripple Band
+# We now create a filter for this frequency band
+
+# +
+sgc.FirFilterParameters().add_filter(
+    filter_name="Ripple 150-250 Hz",
+    fs=1000.0,
+    filter_type="bandpass",
+    band_edges=[140, 150, 250, 260],
+    comments="ripple band filter for 1 kHz data",
+)
+
+sgc.FirFilterParameters() & "filter_name='Ripple 150-250 Hz'"
+# -
+
+# We can then populate the ripple band
+
+# +
+from spyglass.lfp.analysis.v1 import lfp_band
+
+filter_name = "Ripple 150-250 Hz"
+lfp_band_electrode_ids = (
+    electrodes_df.electrode_id.tolist()
+)  # assumes we've filtered these electrodes
+lfp_band_sampling_rate = 1000  # desired sampling rate
+
+lfp_merge_id = (LFPOutput.LFPV1() & lfp_s_key).fetch1("merge_id")
+lfp_band.LFPBandSelection().set_lfp_band_electrodes(
+    nwb_file_name=nwb_file_name,
+    lfp_merge_id=lfp_merge_id,
+    electrode_list=lfp_band_electrode_ids,
+    filter_name=filter_name,
+    interval_list_name=interval_list_name,
+    reference_electrode_list=[-1],  # -1 means no ref electrode for all channels
+    lfp_band_sampling_rate=lfp_band_sampling_rate,
+)
+
+lfp_band.LFPBandV1.populate(
+    {"lfp_merge_id": lfp_merge_id, "filter_name": filter_name},
+    display_progress=True,
+)
+lfp_band.LFPBandV1 & {"lfp_merge_id": lfp_merge_id, "filter_name": filter_name}
+# -
+
+# ## Selecting Ripple Analysis Electrodes
 #
 
-# First, we'll pick the electrodes on which we'll run ripple detection on, using
+# Next, we'll pick the electrodes on which we'll run ripple detection on, using
 # `RippleLFPSelection.set_lfp_electrodes`
 #
 
@@ -79,13 +195,6 @@
 #   `electrode_list`.
 #
 
-nwb_file_name = "tonks20211103_.nwb"
-interval_list_name = "test interval"
-filter_name = "Ripple 150-250 Hz"
-if not sgc.Session & {"nwb_file_name": nwb_file_name}:
-    # This error will be raised when notebooks auto-run with 'minirec'
-    raise ValueError(f"Session with nwb_file_name={nwb_file_name} not found")
-
 # Now we can look at `electrode_id` in the `Electrode` table:
 #
 
@@ -165,12 +274,12 @@
 # ## Setting Ripple Parameters
 #
 
-sgr.RippleParameters()
+sgr.RippleParameters().insert_default
 
 # Here are the default ripple parameters:
 #
 
-(sgrip.RippleParameters() & {"ripple_param_name": "default"}).fetch1()
+(sgrip.RippleParameters() & {"ripple_param_name": "default_trodes"}).fetch1()
 
 # - `filter_name`: which bandpass filter is used
 # - `speed_name`: the name of the speed parameters in `IntervalPositionInfo`
@@ -188,19 +297,26 @@
 # ## Check interval speed
 #
 # The speed for this interval should exist under the default position parameter
-# set and for a given interval.
+# set and for a given interval. We can quickly populate this here
 #
 
-pos_key = sgp.PositionOutput.merge_get_part(
-    {
-        "nwb_file_name": nwb_file_name,
-        "position_info_param_name": "default",
-        "interval_list_name": "pos 1 valid times",
-    }
-).fetch1("KEY")
-(sgp.PositionOutput & pos_key).fetch1_dataframe()
+pos_key = {
+    "nwb_file_name": nwb_file_name,
+    "trodes_pos_params_name": "single_led",
+    "interval_list_name": "pos 0 valid times",
+}
+sgp.TrodesPosSelection().insert1(pos_key, skip_duplicates=True)
+sgp.TrodesPosV1.populate(pos_key, display_progress=True)
+sgp.TrodesPosV1 & pos_key
+
+# +
+from spyglass.position import PositionOutput
+
+pos_key = PositionOutput.merge_get_part(pos_key).fetch1("KEY")
+(PositionOutput & pos_key).fetch1_dataframe()
+# -
 
-# We'll use the `head_speed` above as part of `RippleParameters`.
+# We'll use the `speed` above as part of `RippleParameters`. Ensure your selected ripple parameters value for `speed_name` matches for your data.
 #
 
 # ## Run Ripple Detection
@@ -210,7 +326,7 @@
 #
 
 key = {
-    "ripple_param_name": "default",
+    "ripple_param_name": "default_trodes",
     **rip_sel_key,
     "pos_merge_id": pos_key["merge_id"],
 }
@@ -222,6 +338,32 @@
 ripple_times = (sgrip.RippleTimesV1() & key).fetch1_dataframe()
 ripple_times
 
+# We can also inspect the lfp trace at these ripple times.
+#
+# * *Note: The ripple detection algorithm depends on estimates of the standard deviation of power in the ripple band. Running analysis on longer intervals will lead to better estimates of this value, and thereby better segmentation of ripple events*
+
+# +
+import matplotlib.pyplot as plt
+
+ripple_band_df = (lfp_band.LFPBandV1() & lfp_band_key).fetch1_dataframe()
+
+window = 0.1
+i = -1
+ripple_start = ripple_times.iloc[i].start_time
+ripple_end = ripple_times.iloc[i].end_time
+plt.plot(
+    ripple_band_df.loc[ripple_start - window : ripple_end + window].index,
+    ripple_band_df.loc[ripple_start - window : ripple_end + window].iloc[
+        :, ::15
+    ],
+)
+plt.axvline(ripple_start, color="r")
+plt.axvline(ripple_end, color="r")
+
+plt.xlabel("Time (s)")
+plt.ylabel("Voltage (uV)")
+# -
+
 # ## Up Next
 #
 # Next, we'll [extract mark indicator](./31_Extract_Mark_Indicators.ipynb).