[R] Data conversion

Patzelt, Edward p@tze|t @end|ng |rom g@h@rv@rd@edu
Wed Sep 18 21:22:01 CEST 2019


Hi R Help,

How would I convert the data below so that I have it formatted with trials
along the rows and then each type of measure separately? e.g.,
            Subject RT OnOff Feedback
Trial_1
Trial_2
Trial_3
Trial_4

Thanks!

Edward





structure(list(TAP_ID = "967372   ", TAP_Date = NA_real_, TAP_Time = 29700,
    TAP_Study = "                      ", SexOfTarget = "M",
    SexOfSubj = "M", OperatorName = "                ", LowThresh = 220,
    HighThresh = 1320, Trial1 = 1, Trial2 = 2, Trial3 = 3, Trial4 = 4,
    Trial5 = 5, Trial6 = 6, Trial7 = 7, Trial8 = 8, Trial9 = 9,
    Trial10 = 10, Trial11 = 11, Trial12 = 12, Trial13 = 13, Trial14 = 14,
    Trial15 = 15, Trial16 = 16, Trial17 = 17, Trial18 = 18, Trial19 = 19,
    Trial20 = 20, Trial21 = 21, Trial22 = 22, Trial23 = 23, Trial24 = 24,
    Trial25 = 25, Trial26 = 26, Trial27 = 27, Trial28 = 28, ITI1 = 5,
    ITI2 = 5, ITI3 = 5, ITI4 = 5, ITI5 = 5, ITI6 = 5, ITI7 = 5,
    ITI8 = 5, ITI9 = 5, ITI10 = 5, ITI11 = 5, ITI12 = 5, ITI13 = 5,
    ITI14 = 5, ITI15 = 5, ITI16 = 5, ITI17 = 5, ITI18 = 5, ITI19 = 5,
    ITI20 = 5, ITI21 = 5, ITI22 = 5, ITI23 = 5, ITI24 = 5, ITI25 = 5,
    ITI26 = 5, ITI27 = 5, ITI28 = 5, Shock1 = 0, Shock2 = 0,
    Shock3 = 0, Shock4 = 0, Shock5 = 0, Shock6 = 0, Shock7 = 0,
    Shock8 = 0, Shock9 = 0, Shock10 = 0, Shock11 = 0, Shock12 = 0,
    Shock13 = 0, Shock14 = 0, Shock15 = 0, Shock16 = 0, Shock17 = 0,
    Shock18 = 0, Shock19 = 0, Shock20 = 0, Shock21 = 0, Shock22 = 0,
    Shock23 = 0, Shock24 = 0, Shock25 = 0, Shock26 = 0, Shock27 = 0,
    Shock28 = 0, Delay1 = 1102, Delay2 = 993, Delay3 = 446, Delay4 = 613,
    Delay5 = 649, Delay6 = 333, Delay7 = 342, Delay8 = 366, Delay9 = 360,
    Delay10 = 307, Delay11 = 372, Delay12 = 335, Delay13 = 328,
    Delay14 = 296, Delay15 = 521, Delay16 = 393, Delay17 = 491,
    Delay18 = 467, Delay19 = 401, Delay20 = 483, Delay21 = 312,
    Delay22 = 311, Delay23 = 274, Delay24 = 348, Delay25 = 422,
    Delay26 = 305, Delay27 = 637, Delay28 = 429, Hold1 = 1203,
    Hold2 = 598, Hold3 = 1209, Hold4 = 1373, Hold5 = 1170, Hold6 = 1442,
    Hold7 = 2192, Hold8 = 1802, Hold9 = 1891, Hold10 = 1880,
    Hold11 = 1204, Hold12 = 1597, Hold13 = 809, Hold14 = 848,
    Hold15 = 1328, Hold16 = 767, Hold17 = 1053, Hold18 = 1648,
    Hold19 = 1365, Hold20 = 1889, Hold21 = 1452, Hold22 = 1468,
    Hold23 = 1595, Hold24 = 2060, Hold25 = 1213, Hold26 = 1060,
    Hold27 = 745, Hold28 = 1110, RTdelay1 = 800, RTdelay2 = 251,
    RTdelay3 = 422, RTdelay4 = 264, RTdelay5 = 397, RTdelay6 = 472,
    RTdelay7 = 225, RTdelay8 = 228, RTdelay9 = 430, RTdelay10 = 527,
    RTdelay11 = 244, RTdelay12 = 747, RTdelay13 = 269, RTdelay14 = 330,
    RTdelay15 = 400, RTdelay16 = 401, RTdelay17 = 394, RTdelay18 = 364,
    RTdelay19 = 210, RTdelay20 = 415, RTdelay21 = 267, RTdelay22 = 248,
    RTdelay23 = 209, RTdelay24 = 277, RTdelay25 = 498, RTdelay26 = 663,
    RTdelay27 = 331, RTdelay28 = 494, RTheld1 = 2318, RTheld2 = 2039,
    RTheld3 = 2594, RTheld4 = 2061, RTheld5 = 1501, RTheld6 = 1070,
    RTheld7 = 2492, RTheld8 = 1532, RTheld9 = 2034, RTheld10 = 2338,
    RTheld11 = 1095, RTheld12 = 2227, RTheld13 = 2402, RTheld14 = 1057,
    RTheld15 = 1718, RTheld16 = 1789, RTheld17 = 1611, RTheld18 = 1824,
    RTheld19 = 1582, RTheld20 = 2749, RTheld21 = 1407, RTheld22 = 1780,
    RTheld23 = 1103, RTheld24 = 1513, RTheld25 = 1562, RTheld26 = 2283,
    RTheld27 = 2722, RTheld28 = 2703, RT1 = 284, RT2 = 228, RT3 = 226,
    RT4 = 186, RT5 = 208, RT6 = 223, RT7 = 206, RT8 = 189, RT9 = 229,
    RT10 = 198, RT11 = 224, RT12 = 203, RT13 = 199, RT14 = 224,
    RT15 = 220, RT16 = 208, RT17 = 270, RT18 = 188, RT19 = 205,
    RT20 = 191, RT21 = 190, RT22 = 183, RT23 = 193, RT24 = 176,
    RT25 = 195, RT26 = 196, RT27 = 185, RT28 = 160, Feedback1 = 2,
    Feedback2 = 2, Feedback3 = 3, Feedback4 = 3, Feedback5 = 2,
    Feedback6 = 3, Feedback7 = 4, Feedback8 = 5, Feedback9 = 5,
    Feedback10 = 6, Feedback11 = 5, Feedback12 = 6, Feedback13 = 6,
    Feedback14 = 7, Feedback15 = 9, Feedback16 = 8, Feedback17 = 9,
    Feedback18 = 8, Feedback19 = 8, Feedback20 = 9, Feedback21 = 20,
    Feedback22 = 9, Feedback23 = 8, Feedback24 = 9, Feedback25 = 8,
    Feedback26 = 8, Feedback27 = 9, Feedback28 = 8, OnOff1 = 1,
    OnOff2 = 0, OnOff3 = 0, OnOff4 = 1, OnOff5 = 0, OnOff6 = 1,
    OnOff7 = 0, OnOff8 = 0, OnOff9 = 1, OnOff10 = 1, OnOff11 = 0,
    OnOff12 = 1, OnOff13 = 0, OnOff14 = 1, OnOff15 = 1, OnOff16 = 0,
    OnOff17 = 1, OnOff18 = 0, OnOff19 = 1, OnOff20 = 0, OnOff21 = 0,
    OnOff22 = 1, OnOff23 = 0, OnOff24 = 1, OnOff25 = 0, OnOff26 = 1,
    OnOff27 = 0, OnOff28 = 1), class = "data.frame", row.names = c(NA,
-1L), variable.labels = c(TAP_ID = "", TAP_Date = "", TAP_Time = "",
TAP_Study = "", SexOfTarget = "", SexOfSubj = "", OperatorName = "",
LowThresh = "", HighThresh = "", Trial1 = "Trial number 1", Trial2 = "Trial
number 2",
Trial3 = "Trial number 3", Trial4 = "Trial number 4", Trial5 = "Trial
number 5",
Trial6 = "Trial number 6", Trial7 = "Trial number 7", Trial8 = "Trial
number 8",
Trial9 = "Trial number 9", Trial10 = "Trial number 10", Trial11 = "Trial
number 11",
Trial12 = "Trial number 12", Trial13 = "Trial number 13", Trial14 = "Trial
number 14",
Trial15 = "Trial number 15", Trial16 = "Trial number 16", Trial17 = "Trial
number 17",
Trial18 = "Trial number 18", Trial19 = "Trial number 19", Trial20 = "Trial
number 20",
Trial21 = "Trial number 21", Trial22 = "Trial number 22", Trial23 = "Trial
number 23",
Trial24 = "Trial number 24", Trial25 = "Trial number 25", Trial26 = "Trial
number 26",
Trial27 = "Trial number 27", Trial28 = "Trial number 28", ITI1 = "ITI in
seconds = time between end of trial to beginning of next trial  1",
ITI2 = "ITI in seconds = time between end of trial to beginning of next
trial  2",
ITI3 = "ITI in seconds = time between end of trial to beginning of next
trial  3",
ITI4 = "ITI in seconds = time between end of trial to beginning of next
trial  4",
ITI5 = "ITI in seconds = time between end of trial to beginning of next
trial  5",
ITI6 = "ITI in seconds = time between end of trial to beginning of next
trial  6",
ITI7 = "ITI in seconds = time between end of trial to beginning of next
trial  7",
ITI8 = "ITI in seconds = time between end of trial to beginning of next
trial  8",
ITI9 = "ITI in seconds = time between end of trial to beginning of next
trial  9",
ITI10 = "ITI in seconds = time between end of trial to beginning of next
trial  10",
ITI11 = "ITI in seconds = time between end of trial to beginning of next
trial  11",
ITI12 = "ITI in seconds = time between end of trial to beginning of next
trial  12",
ITI13 = "ITI in seconds = time between end of trial to beginning of next
trial  13",
ITI14 = "ITI in seconds = time between end of trial to beginning of next
trial  14",
ITI15 = "ITI in seconds = time between end of trial to beginning of next
trial  15",
ITI16 = "ITI in seconds = time between end of trial to beginning of next
trial  16",
ITI17 = "ITI in seconds = time between end of trial to beginning of next
trial  17",
ITI18 = "ITI in seconds = time between end of trial to beginning of next
trial  18",
ITI19 = "ITI in seconds = time between end of trial to beginning of next
trial  19",
ITI20 = "ITI in seconds = time between end of trial to beginning of next
trial  20",
ITI21 = "ITI in seconds = time between end of trial to beginning of next
trial  21",
ITI22 = "ITI in seconds = time between end of trial to beginning of next
trial  22",
ITI23 = "ITI in seconds = time between end of trial to beginning of next
trial  23",
ITI24 = "ITI in seconds = time between end of trial to beginning of next
trial  24",
ITI25 = "ITI in seconds = time between end of trial to beginning of next
trial  25",
ITI26 = "ITI in seconds = time between end of trial to beginning of next
trial  26",
ITI27 = "ITI in seconds = time between end of trial to beginning of next
trial  27",
ITI28 = "ITI in seconds = time between end of trial to beginning of next
trial  28",
Shock1 = "Shock selection = our primary DV  1", Shock2 = "Shock selection =
our primary DV  2",
Shock3 = "Shock selection = our primary DV  3", Shock4 = "Shock selection =
our primary DV  4",
Shock5 = "Shock selection = our primary DV  5", Shock6 = "Shock selection =
our primary DV  6",
Shock7 = "Shock selection = our primary DV  7", Shock8 = "Shock selection =
our primary DV  8",
Shock9 = "Shock selection = our primary DV  9", Shock10 = "Shock selection
= our primary DV  10",
Shock11 = "Shock selection = our primary DV  11", Shock12 = "Shock
selection = our primary DV  12",
Shock13 = "Shock selection = our primary DV  13", Shock14 = "Shock
selection = our primary DV  14",
Shock15 = "Shock selection = our primary DV  15", Shock16 = "Shock
selection = our primary DV  16",
Shock17 = "Shock selection = our primary DV  17", Shock18 = "Shock
selection = our primary DV  18",
Shock19 = "Shock selection = our primary DV  19", Shock20 = "Shock
selection = our primary DV  20",
Shock21 = "Shock selection = our primary DV  21", Shock22 = "Shock
selection = our primary DV  22",
Shock23 = "Shock selection = our primary DV  23", Shock24 = "Shock
selection = our primary DV  24",
Shock25 = "Shock selection = our primary DV  25", Shock26 = "Shock
selection = our primary DV  26",
Shock27 = "Shock selection = our primary DV  27", Shock28 = "Shock
selection = our primary DV  28",
Delay1 = "Select switch delay (msec) = time from “set” to select shock 1",
Delay2 = "Select switch delay (msec) = time from “set” to select shock 2",
Delay3 = "Select switch delay (msec) = time from “set” to select shock 3",
Delay4 = "Select switch delay (msec) = time from “set” to select shock 4",
Delay5 = "Select switch delay (msec) = time from “set” to select shock 5",
Delay6 = "Select switch delay (msec) = time from “set” to select shock 6",
Delay7 = "Select switch delay (msec) = time from “set” to select shock 7",
Delay8 = "Select switch delay (msec) = time from “set” to select shock 8",
Delay9 = "Select switch delay (msec) = time from “set” to select shock 9",
Delay10 = "Select switch delay (msec) = time from “set” to select shock
10",
Delay11 = "Select switch delay (msec) = time from “set” to select shock
11",
Delay12 = "Select switch delay (msec) = time from “set” to select shock
12",
Delay13 = "Select switch delay (msec) = time from “set” to select shock
13",
Delay14 = "Select switch delay (msec) = time from “set” to select shock
14",
Delay15 = "Select switch delay (msec) = time from “set” to select shock
15",
Delay16 = "Select switch delay (msec) = time from “set” to select shock
16",
Delay17 = "Select switch delay (msec) = time from “set” to select shock
17",
Delay18 = "Select switch delay (msec) = time from “set” to select shock
18",
Delay19 = "Select switch delay (msec) = time from “set” to select shock
19",
Delay20 = "Select switch delay (msec) = time from “set” to select shock
20",
Delay21 = "Select switch delay (msec) = time from “set” to select shock
21",
Delay22 = "Select switch delay (msec) = time from “set” to select shock
22",
Delay23 = "Select switch delay (msec) = time from “set” to select shock
23",
Delay24 = "Select switch delay (msec) = time from “set” to select shock
24",
Delay25 = "Select switch delay (msec) = time from “set” to select shock
25",
Delay26 = "Select switch delay (msec) = time from “set” to select shock
26",
Delay27 = "Select switch delay (msec) = time from “set” to select shock
27",
Delay28 = "Select switch delay (msec) = time from “set” to select shock
28",
Hold1 = "Select switch hold (msec) = how long select button held 1",
Hold2 = "Select switch hold (msec) = how long select button held 2",
Hold3 = "Select switch hold (msec) = how long select button held 3",
Hold4 = "Select switch hold (msec) = how long select button held 4",
Hold5 = "Select switch hold (msec) = how long select button held 5",
Hold6 = "Select switch hold (msec) = how long select button held 6",
Hold7 = "Select switch hold (msec) = how long select button held 7",
Hold8 = "Select switch hold (msec) = how long select button held 8",
Hold9 = "Select switch hold (msec) = how long select button held 9",
Hold10 = "Select switch hold (msec) = how long select button held 10",
Hold11 = "Select switch hold (msec) = how long select button held 11",
Hold12 = "Select switch hold (msec) = how long select button held 12",
Hold13 = "Select switch hold (msec) = how long select button held 13",
Hold14 = "Select switch hold (msec) = how long select button held 14",
Hold15 = "Select switch hold (msec) = how long select button held 15",
Hold16 = "Select switch hold (msec) = how long select button held 16",
Hold17 = "Select switch hold (msec) = how long select button held 17",
Hold18 = "Select switch hold (msec) = how long select button held 18",
Hold19 = "Select switch hold (msec) = how long select button held 19",
Hold20 = "Select switch hold (msec) = how long select button held 20",
Hold21 = "Select switch hold (msec) = how long select button held 21",
Hold22 = "Select switch hold (msec) = how long select button held 22",
Hold23 = "Select switch hold (msec) = how long select button held 23",
Hold24 = "Select switch hold (msec) = how long select button held 24",
Hold25 = "Select switch hold (msec) = how long select button held 25",
Hold26 = "Select switch hold (msec) = how long select button held 26",
Hold27 = "Select switch hold (msec) = how long select button held 27",
Hold28 = "Select switch hold (msec) = how long select button held 28",
RTdelay1 = "RT switch delay (msec) = time from “press” to holding “press”
button down  1",
RTdelay2 = "RT switch delay (msec) = time from “press” to holding “press”
button down  2",
RTdelay3 = "RT switch delay (msec) = time from “press” to holding “press”
button down  3",
RTdelay4 = "RT switch delay (msec) = time from “press” to holding “press”
button down  4",
RTdelay5 = "RT switch delay (msec) = time from “press” to holding “press”
button down  5",
RTdelay6 = "RT switch delay (msec) = time from “press” to holding “press”
button down  6",
RTdelay7 = "RT switch delay (msec) = time from “press” to holding “press”
button down  7",
RTdelay8 = "RT switch delay (msec) = time from “press” to holding “press”
button down  8",
RTdelay9 = "RT switch delay (msec) = time from “press” to holding “press”
button down  9",
RTdelay10 = "RT switch delay (msec) = time from “press” to holding “press”
button down  10",
RTdelay11 = "RT switch delay (msec) = time from “press” to holding “press”
button down  11",
RTdelay12 = "RT switch delay (msec) = time from “press” to holding “press”
button down  12",
RTdelay13 = "RT switch delay (msec) = time from “press” to holding “press”
button down  13",
RTdelay14 = "RT switch delay (msec) = time from “press” to holding “press”
button down  14",
RTdelay15 = "RT switch delay (msec) = time from “press” to holding “press”
button down  15",
RTdelay16 = "RT switch delay (msec) = time from “press” to holding “press”
button down  16",
RTdelay17 = "RT switch delay (msec) = time from “press” to holding “press”
button down  17",
RTdelay18 = "RT switch delay (msec) = time from “press” to holding “press”
button down  18",
RTdelay19 = "RT switch delay (msec) = time from “press” to holding “press”
button down  19",
RTdelay20 = "RT switch delay (msec) = time from “press” to holding “press”
button down  20",
RTdelay21 = "RT switch delay (msec) = time from “press” to holding “press”
button down  21",
RTdelay22 = "RT switch delay (msec) = time from “press” to holding “press”
button down  22",
RTdelay23 = "RT switch delay (msec) = time from “press” to holding “press”
button down  23",
RTdelay24 = "RT switch delay (msec) = time from “press” to holding “press”
button down  24",
RTdelay25 = "RT switch delay (msec) = time from “press” to holding “press”
button down  25",
RTdelay26 = "RT switch delay (msec) = time from “press” to holding “press”
button down  26",
RTdelay27 = "RT switch delay (msec) = time from “press” to holding “press”
button down  27",
RTdelay28 = "RT switch delay (msec) = time from “press” to holding “press”
button down  28",
RTheld1 = "Foreperiod duration (msec) = time RT (“press”) button held down
1",
RTheld2 = "Foreperiod duration (msec) = time RT (“press”) button held down
2",
RTheld3 = "Foreperiod duration (msec) = time RT (“press”) button held down
3",
RTheld4 = "Foreperiod duration (msec) = time RT (“press”) button held down
4",
RTheld5 = "Foreperiod duration (msec) = time RT (“press”) button held down
5",
RTheld6 = "Foreperiod duration (msec) = time RT (“press”) button held down
6",
RTheld7 = "Foreperiod duration (msec) = time RT (“press”) button held down
7",
RTheld8 = "Foreperiod duration (msec) = time RT (“press”) button held down
8",
RTheld9 = "Foreperiod duration (msec) = time RT (“press”) button held down
9",
RTheld10 = "Foreperiod duration (msec) = time RT (“press”) button held down
10",
RTheld11 = "Foreperiod duration (msec) = time RT (“press”) button held down
11",
RTheld12 = "Foreperiod duration (msec) = time RT (“press”) button held down
12",
RTheld13 = "Foreperiod duration (msec) = time RT (“press”) button held down
13",
RTheld14 = "Foreperiod duration (msec) = time RT (“press”) button held down
14",
RTheld15 = "Foreperiod duration (msec) = time RT (“press”) button held down
15",
RTheld16 = "Foreperiod duration (msec) = time RT (“press”) button held down
16",
RTheld17 = "Foreperiod duration (msec) = time RT (“press”) button held down
17",
RTheld18 = "Foreperiod duration (msec) = time RT (“press”) button held down
18",
RTheld19 = "Foreperiod duration (msec) = time RT (“press”) button held down
19",
RTheld20 = "Foreperiod duration (msec) = time RT (“press”) button held down
20",
RTheld21 = "Foreperiod duration (msec) = time RT (“press”) button held down
21",
RTheld22 = "Foreperiod duration (msec) = time RT (“press”) button held down
22",
RTheld23 = "Foreperiod duration (msec) = time RT (“press”) button held down
23",
RTheld24 = "Foreperiod duration (msec) = time RT (“press”) button held down
24",
RTheld25 = "Foreperiod duration (msec) = time RT (“press”) button held down
25",
RTheld26 = "Foreperiod duration (msec) = time RT (“press”) button held down
26",
RTheld27 = "Foreperiod duration (msec) = time RT (“press”) button held down
27",
RTheld28 = "Foreperiod duration (msec) = time RT (“press”) button held down
28",
RT1 = "Reaction Time (msec) time from signal to releasing “press” button
1",
RT2 = "Reaction Time (msec) time from signal to releasing “press” button
2",
RT3 = "Reaction Time (msec) time from signal to releasing “press” button
3",
RT4 = "Reaction Time (msec) time from signal to releasing “press” button
4",
RT5 = "Reaction Time (msec) time from signal to releasing “press” button
5",
RT6 = "Reaction Time (msec) time from signal to releasing “press” button
6",
RT7 = "Reaction Time (msec) time from signal to releasing “press” button
7",
RT8 = "Reaction Time (msec) time from signal to releasing “press” button
8",
RT9 = "Reaction Time (msec) time from signal to releasing “press” button
9",
RT10 = "Reaction Time (msec) time from signal to releasing “press” button
10",
RT11 = "Reaction Time (msec) time from signal to releasing “press” button
11",
RT12 = "Reaction Time (msec) time from signal to releasing “press” button
12",
RT13 = "Reaction Time (msec) time from signal to releasing “press” button
13",
RT14 = "Reaction Time (msec) time from signal to releasing “press” button
14",
RT15 = "Reaction Time (msec) time from signal to releasing “press” button
15",
RT16 = "Reaction Time (msec) time from signal to releasing “press” button
16",
RT17 = "Reaction Time (msec) time from signal to releasing “press” button
17",
RT18 = "Reaction Time (msec) time from signal to releasing “press” button
18",
RT19 = "Reaction Time (msec) time from signal to releasing “press” button
19",
RT20 = "Reaction Time (msec) time from signal to releasing “press” button
20",
RT21 = "Reaction Time (msec) time from signal to releasing “press” button
21",
RT22 = "Reaction Time (msec) time from signal to releasing “press” button
22",
RT23 = "Reaction Time (msec) time from signal to releasing “press” button
23",
RT24 = "Reaction Time (msec) time from signal to releasing “press” button
24",
RT25 = "Reaction Time (msec) time from signal to releasing “press” button
25",
RT26 = "Reaction Time (msec) time from signal to releasing “press” button
26",
RT27 = "Reaction Time (msec) time from signal to releasing “press” button
27",
RT28 = "Reaction Time (msec) time from signal to releasing “press” button
28",
Feedback1 = "Feedback (shock) 1", Feedback2 = "Feedback (shock) 2",
Feedback3 = "Feedback (shock) 3", Feedback4 = "Feedback (shock) 4",
Feedback5 = "Feedback (shock) 5", Feedback6 = "Feedback (shock) 6",
Feedback7 = "Feedback (shock) 7", Feedback8 = "Feedback (shock) 8",
Feedback9 = "Feedback (shock) 9", Feedback10 = "Feedback (shock) 10",
Feedback11 = "Feedback (shock) 11", Feedback12 = "Feedback (shock) 12",
Feedback13 = "Feedback (shock) 13", Feedback14 = "Feedback (shock) 14",
Feedback15 = "Feedback (shock) 15", Feedback16 = "Feedback (shock) 16",
Feedback17 = "Feedback (shock) 17", Feedback18 = "Feedback (shock) 18",
Feedback19 = "Feedback (shock) 19", Feedback20 = "Feedback (shock) 20",
Feedback21 = "Feedback (shock) 21", Feedback22 = "Feedback (shock) 22",
Feedback23 = "Feedback (shock) 23", Feedback24 = "Feedback (shock) 24",
Feedback25 = "Feedback (shock) 25", Feedback26 = "Feedback (shock) 26",
Feedback27 = "Feedback (shock) 27", Feedback28 = "Feedback (shock) 28",
OnOff1 = "Shock on (1) or off (0) 1", OnOff2 = "Shock on (1) or off (0) 2",
OnOff3 = "Shock on (1) or off (0) 3", OnOff4 = "Shock on (1) or off (0) 4",
OnOff5 = "Shock on (1) or off (0) 5", OnOff6 = "Shock on (1) or off (0) 6",
OnOff7 = "Shock on (1) or off (0) 7", OnOff8 = "Shock on (1) or off (0) 8",
OnOff9 = "Shock on (1) or off (0) 9", OnOff10 = "Shock on (1) or off (0)
10",
OnOff11 = "Shock on (1) or off (0) 11", OnOff12 = "Shock on (1) or off (0)
12",
OnOff13 = "Shock on (1) or off (0) 13", OnOff14 = "Shock on (1) or off (0)
14",
OnOff15 = "Shock on (1) or off (0) 15", OnOff16 = "Shock on (1) or off (0)
16",
OnOff17 = "Shock on (1) or off (0) 17", OnOff18 = "Shock on (1) or off (0)
18",
OnOff19 = "Shock on (1) or off (0) 19", OnOff20 = "Shock on (1) or off (0)
20",
OnOff21 = "Shock on (1) or off (0) 21", OnOff22 = "Shock on (1) or off (0)
22",
OnOff23 = "Shock on (1) or off (0) 23", OnOff24 = "Shock on (1) or off (0)
24",
OnOff25 = "Shock on (1) or off (0) 25", OnOff26 = "Shock on (1) or off (0)
26",
OnOff27 = "Shock on (1) or off (0) 27", OnOff28 = "Shock on (1) or off (0)
28"
), codepage = 65001L)

-- 
Edward H Patzelt, PhD
Postdoctoral Fellow | Chicago DBT Institute <https://www.cdbti.com>

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