\n", " | x | \n", "y | \n", "z | \n", "imp | \n", "location | \n", "filtering | \n", "group | \n", "group_name | \n", "standard_deviation | \n", "kurtosis | \n", "median_deviation | \n", "good | \n", "low_freq_R2 | \n", "high_freq_R2 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
id | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
7 | \n", "-53.896469 | \n", "-29.059873 | \n", "62.709102 | \n", "NaN | \n", "unknown | \n", "250 Hz lowpass | \n", "GRID pynwb.ecephys.ElectrodeGroup at 0x1404857... | \n", "GRID | \n", "45.422554 | \n", "2.707063 | \n", "37.685382 | \n", "True | \n", "0.103835 | \n", "0.055118 | \n", "
\n", " | Participant | \n", "Gender | \n", "Age (years) | \n", "Recording days used | \n", "Hemisphere implanted | \n", "Surface electrodes: # good / total | \n", "Depth electrodes: # good / total | \n", "
---|---|---|---|---|---|---|---|
0 | \n", "P01 | \n", "M | \n", "44 | \n", "4 | \n", "L | \n", "79 / 86 | \n", "6 / 8 | \n", "
1 | \n", "P02 | \n", "M | \n", "20 | \n", "4 | \n", "R | \n", "69 / 70 | \n", "16 / 16 | \n", "
2 | \n", "P03 | \n", "M | \n", "33 | \n", "4 | \n", "L | \n", "79 / 80 | \n", "0 / 16 | \n", "
3 | \n", "P04 | \n", "F | \n", "19 | \n", "5 | \n", "R | \n", "67 / 84 | \n", "0 / 0 | \n", "
4 | \n", "P05 | \n", "F | \n", "31 | \n", "3 | \n", "R | \n", "104 / 106 | \n", "0 / 0 | \n", "
5 | \n", "P06 | \n", "M | \n", "37 | \n", "5 | \n", "L | \n", "70 / 80 | \n", "0 / 0 | \n", "
6 | \n", "P07 | \n", "M | \n", "26 | \n", "5 | \n", "R | \n", "63 / 64 | \n", "0 / 0 | \n", "
7 | \n", "P08 | \n", "F | \n", "33 | \n", "5 | \n", "R | \n", "83 / 92 | \n", "0 / 0 | \n", "
8 | \n", "P09 | \n", "M | \n", "20 | \n", "5 | \n", "L | \n", "96 / 98 | \n", "28 / 28 | \n", "
9 | \n", "P10 | \n", "M | \n", "34 | \n", "5 | \n", "L | \n", "82 / 86 | \n", "39 / 40 | \n", "
10 | \n", "P11 | \n", "F | \n", "34 | \n", "5 | \n", "L | \n", "103 / 106 | \n", "0 / 0 | \n", "
11 | \n", "P12 | \n", "M | \n", "22 | \n", "5 | \n", "L | \n", "88 / 92 | \n", "24 / 32 | \n", "
\n", " | Sleep/rest | \n", "Inactive | \n", "Talk | \n", "TV | \n", "Computer/phone | \n", "Eat | \n", "Other activity | \n", "Total | \n", "
---|---|---|---|---|---|---|---|---|
P01 | \n", "29.2 | \n", "1.9 | \n", "15.6 | \n", "22.0 | \n", "7.8 | \n", "2.6 | \n", "0.8 | \n", "75.7 | \n", "
P02 | \n", "53.2 | \n", "2.1 | \n", "9.2 | \n", "7.7 | \n", "2.9 | \n", "2.1 | \n", "4.8 | \n", "79.8 | \n", "
P03 | \n", "11.9 | \n", "0.3 | \n", "21.8 | \n", "1.9 | \n", "19.8 | \n", "3.5 | \n", "0.9 | \n", "51.1 | \n", "
P04 | \n", "34.0 | \n", "3.1 | \n", "28.3 | \n", "11.0 | \n", "8.2 | \n", "2.0 | \n", "1.2 | \n", "78.9 | \n", "
P05 | \n", "35.4 | \n", "2.8 | \n", "8.9 | \n", "12.1 | \n", "5.8 | \n", "1.0 | \n", "1.2 | \n", "62.5 | \n", "
P06 | \n", "37.8 | \n", "0.1 | \n", "2.8 | \n", "5.7 | \n", "2.6 | \n", "0.3 | \n", "0.2 | \n", "45.3 | \n", "
P07 | \n", "46.8 | \n", "0.3 | \n", "5.0 | \n", "0.3 | \n", "1.9 | \n", "0.4 | \n", "0.2 | \n", "53.6 | \n", "
P08 | \n", "47.8 | \n", "0.8 | \n", "6.8 | \n", "5.3 | \n", "1.3 | \n", "0.6 | \n", "2.2 | \n", "61.8 | \n", "
P09 | \n", "87.3 | \n", "8.1 | \n", "3.8 | \n", "0.0 | \n", "0.0 | \n", "0.6 | \n", "1.9 | \n", "100.6 | \n", "
P10 | \n", "67.5 | \n", "2.1 | \n", "5.8 | \n", "0.1 | \n", "5.6 | \n", "0.0 | \n", "1.8 | \n", "81.4 | \n", "
P11 | \n", "36.0 | \n", "1.4 | \n", "6.6 | \n", "0.0 | \n", "0.1 | \n", "0.0 | \n", "0.8 | \n", "44.9 | \n", "
P12 | \n", "32.4 | \n", "0.3 | \n", "1.5 | \n", "0.1 | \n", "0.5 | \n", "0.0 | \n", "0.6 | \n", "35.4 | \n", "
\n", " | start_time | \n", "stop_time | \n", "labels | \n", "diff | \n", "
---|---|---|---|---|
0 | \n", "34176.400000 | \n", "34297.766667 | \n", "Eat, Talk | \n", "121.366667 | \n", "
1 | \n", "44378.266667 | \n", "44497.500000 | \n", "Eat, Talk | \n", "119.233333 | \n", "
2 | \n", "44497.533333 | \n", "44615.700000 | \n", "Eat, Talk | \n", "118.166667 | \n", "
3 | \n", "44615.933333 | \n", "44736.066667 | \n", "Eat, Talk | \n", "120.133333 | \n", "
4 | \n", "44736.200000 | \n", "44976.433333 | \n", "Eat, Talk | \n", "240.233333 | \n", "
5 | \n", "44976.500000 | \n", "45095.933333 | \n", "Eat, Talk | \n", "119.433333 | \n", "
6 | \n", "45096.066667 | \n", "45216.766667 | \n", "Eat, Talk | \n", "120.700000 | \n", "
7 | \n", "45216.800000 | \n", "45336.100000 | \n", "Eat, Talk | \n", "119.300000 | \n", "
8 | \n", "64655.533333 | \n", "64776.133333 | \n", "Eat, Talk | \n", "120.600000 | \n", "
9 | \n", "64776.166667 | \n", "64895.733333 | \n", "Eat, Talk | \n", "119.566667 | \n", "
10 | \n", "64895.833333 | \n", "65023.033333 | \n", "Eat, Talk | \n", "127.200000 | \n", "
11 | \n", "65375.533333 | \n", "65501.966667 | \n", "Eat, TV | \n", "126.433333 | \n", "
12 | \n", "70177.000000 | \n", "70297.566667 | \n", "Eat, TV | \n", "120.566667 | \n", "
13 | \n", "70297.633333 | \n", "70418.000000 | \n", "Eat, TV | \n", "120.366667 | \n", "
14 | \n", "70418.033333 | \n", "70537.633333 | \n", "Eat, TV | \n", "119.600000 | \n", "
15 | \n", "70537.700000 | \n", "70655.333333 | \n", "Eat, TV | \n", "117.633333 | \n", "
16 | \n", "70655.466667 | \n", "70774.933333 | \n", "Eat, TV | \n", "119.466667 | \n", "
17 | \n", "70775.033333 | \n", "70897.666667 | \n", "Eat, TV | \n", "122.633333 | \n", "
18 | \n", "70897.766667 | \n", "71015.100000 | \n", "Eat, TV | \n", "117.333333 | \n", "
19 | \n", "71015.133333 | \n", "71136.366667 | \n", "Eat, TV | \n", "121.233333 | \n", "
20 | \n", "71377.233333 | \n", "71495.700000 | \n", "Eat, TV | \n", "118.466667 | \n", "
21 | \n", "71495.800000 | \n", "71615.500000 | \n", "Eat, TV | \n", "119.700000 | \n", "
22 | \n", "71615.566667 | \n", "71735.033333 | \n", "Eat, TV | \n", "119.466667 | \n", "
\n", " | Neural power (dB) | \n", "Keypoint velocity (pixels/sec) | \n", "
---|---|---|
Neural power (dB) | \n", "1.000000 | \n", "0.025379 | \n", "
Keypoint velocity (pixels/sec) | \n", "0.025379 | \n", "1.000000 | \n", "
Dep. Variable: | Neural power (dB) | No. Observations: | 6447 | \n", "
---|---|---|---|
Model: | RLM | Df Residuals: | 6445 | \n", "
Method: | IRLS | Df Model: | 1 | \n", "
Norm: | HuberT | \n", " | |
Scale Est.: | mad | \n", " | |
Cov Type: | H1 | \n", " | |
Date: | Mon, 03 Jul 2023 | \n", " | |
Time: | 08:21:31 | \n", " | |
No. Iterations: | 16 | \n", " |
coef | std err | z | P>|z| | [0.025 | 0.975] | \n", "|
---|---|---|---|---|---|---|
const | -0.0075 | 0.006 | -1.251 | 0.211 | -0.019 | 0.004 | \n", "
Keypoint velocity (pixels/sec) | 1.635e-05 | 6.62e-06 | 2.470 | 0.014 | 3.37e-06 | 2.93e-05 | \n", "