Question : By using Python Programming Language, Plot two simple bar diagrams showing the average reaction times with their standard deviations (error bars) of the total ‘match’ trials and the ‘false alarm’ trials respectively from given below input text data file. Text.txt File Data is given Below. Please save it as Text.txt file name : 1 1 0 1 0 0 0 3000 3 8 8 0 1 2 0 1 0 0 0 3000 2 2 2 8 1 3 0 1 0 0 0 3000 3 3 3 2 1 4 0 1 0 0 0 3000 2 1 1 3 1 5 0 1 0 0 0 3000 2 11 11 1 1 6 1 1 1 0 0 469 1 1 1 11 1 7 0 1 0 0 0 3000 2 2 2 1 1 8 0 1 0 0 0 3000 2 14 14 2 1 9 0 1 0 0 0 3000 3 8 8 14 1 10 1 1 1 0 0 610 1 14 14 8 1 11 0 1 0 0 0 3000 3 4 4 14 1 12 0 1 0 0 0 3000 2 15 15 4 1 13 1 1 1 0 0 520 1 4 4 15 1 14 1 1 1 0 0 1723 1 15 15 4 1 15 0 1 0 0 0 3000 2 8 8 15 1 16 1 1 1 0 0 983 1 15 15 8 1 17 0 1 0 0 0 3000 2 11 11 15 1 18 0 1 0 0 0 3000 2 1 1 11 1 19 1 1 1 0 0 613 1 11 11 1 1 20 1 1 1 0 0 885 1 1 1 11 1 21 0 1 0 0 0 3000 2 8 8 1 1 22 0 1 0 0 0 3000 2 8 8 8 1 23 0 1 0 0 0 3000 3 10 10 8 1 24 0 1 0 0 0 3000 2 9 9 10 1 25 0 1 0 0 0 3000 2 5 5 9 2 1 0 1 0 0 0 3000 2 12 12 5 2 2 0 1 0 0 0 3000 3 12 12 12 2 3 1 1 1 0 0 671 1 12 12 12 2 4 0 1 0 0 0 3000 2 1 1 12 2 5 0 1 0 0 0 3000 3 15 15 1 2 6 0 1 0 0 0 3000 2 4 4 15 2 7 0 1 0 0 0 3000 2 4 4 4 2 8 0 1 0 0 0 3000 3 12 12 4 2 9 0 1 0 0 0 3000 2 1 1 12 2 10 0 1 0 0 0 3000 2 1 1 1 2 11 0 1 0 0 0 3000 2 15 15 1 2 12 1 1 1 0 0 608 1 1 1 15 2 13 0 1 0 0 0 3000 3 7 7 1 2 14 0 1 0 0 0 3000 3 7 7 7 2 15 1 1 1 0 0 432 1 7 7 7 2 16 0 1 0 0 0 3000 3 1 1 7 2 17 0 1 0 0 0 3000 2 6 6 1 2 18 1 1 1 0 0 442 1 1 1 6 2 19 1 1 1 0 0 710 1 6 6 1 2 20 0 0 0 0 1 2166 2 6 6 6 2 21 0 1 0 0 0 3000 2 13 13 6 2 22 0 1 0 0 0 3000 2 7 7 13 2 23 0 1 0 0 0 3000 3 1 1 7 2 24 0 1 0 0 0 3000 3 13 13 1 2 25 1 1 1 0 0 574 1 1 1 13 3 1 0 1 0 0 0 3000 2 4 4 1 3 2 0 1 0 0 0 3000 1 13 13 4 3 3 0 1 0 0 0 3000 2 6 6 13 3 4 1 0 0 1 0 3000 1 13 13 6 3 5 1 1 1 0 0 411 1 6 6 13 3 6 0 1 0 0 0 3000 2 4 4 6 3 7 0 1 0 0 0 3000 3 15 15 4 3 8 0 1 0 0 0 3000 2 15 15 15 3 9 0 1 0 0 0 3000 2 12 12 15 3 10 0 1 0 0 0 3000 2 2 2 12 3 11 0 1 0 0 0 3000 3 13 13 2 3 12 0 1 0 0 0 3000 3 6 6 13 3 13 1 1 1 0 0 437 1 13 13 6 3 14 0 1 0 0 0 3000 2 9 9 13 3 15 0 1 0 0 0 3000 3 15 15 9 3 16 1 1 1 0 0 1030 1 9 9 15 3 17 0 1 0 0 0 3000 2 6 6 9 3 18 0 1 0 0 0 3000 2 8 8 6 3 19 0 1 0 0 0 3000 3 11 11 8 3 20 1 1 1 0 0 1252 1 8 8 11 3 21 0 1 0 0 0 3000 3 8 8 8 3 22 0 1 0 0 0 3000 3 14 14 8 3 23 0 1 0 0 0 3000 2 6 6 14 3 24 0 1 0 0 0 3000 2 7 7 6 3 25 0 1 0 0 0 3000 2 9 9 7 Information about Data given above : Colum Meaning 1 Blocknumber (the number of the block, there are 3 blocks) 2 Trial number (the number of the trial) 3 Type of trial (1=a matching stimulus ; 0=a non-matching stimulus) 4 Score (1 means correct, 0 means incorrect) 5 Match (1 means participants matched correctly, 0 otherwise; only meaningful on match trials) 6 Miss (1 means participants missed, 0 otherwise; only meaningful on non-matching trials) 7 False Alarm (1 means participants wrongly pressed button, 0 otherwise; only meaningful on non-matching trials) 8 Reaction Time 9 Memory (a variable used internally) 10 Current letter (the current letter, a number between 1 and 15, representing letterA, etc) 11 nback1 (the letter 1 trial ago, a number between 1 and 15, representing with letterA, etc) 12 nback2 (the letter 2 trials ago, a number between 1 and 15, representing with letterA, etc)
Question : By using Python Programming Language, Plot two simple bar diagrams showing the average reaction times with their standard deviations (error bars) of the total ‘match’ trials and the ‘false alarm’ trials respectively from given below input text data file.
Text.txt File Data is given Below. Please save it as Text.txt file name :
1 1 0 1 0 0 0 3000 3 8 8 0
1 2 0 1 0 0 0 3000 2 2 2 8
1 3 0 1 0 0 0 3000 3 3 3 2
1 4 0 1 0 0 0 3000 2 1 1 3
1 5 0 1 0 0 0 3000 2 11 11 1
1 6 1 1 1 0 0 469 1 1 1 11
1 7 0 1 0 0 0 3000 2 2 2 1
1 8 0 1 0 0 0 3000 2 14 14 2
1 9 0 1 0 0 0 3000 3 8 8 14
1 10 1 1 1 0 0 610 1 14 14 8
1 11 0 1 0 0 0 3000 3 4 4 14
1 12 0 1 0 0 0 3000 2 15 15 4
1 13 1 1 1 0 0 520 1 4 4 15
1 14 1 1 1 0 0 1723 1 15 15 4
1 15 0 1 0 0 0 3000 2 8 8 15
1 16 1 1 1 0 0 983 1 15 15 8
1 17 0 1 0 0 0 3000 2 11 11 15
1 18 0 1 0 0 0 3000 2 1 1 11
1 19 1 1 1 0 0 613 1 11 11 1
1 20 1 1 1 0 0 885 1 1 1 11
1 21 0 1 0 0 0 3000 2 8 8 1
1 22 0 1 0 0 0 3000 2 8 8 8
1 23 0 1 0 0 0 3000 3 10 10 8
1 24 0 1 0 0 0 3000 2 9 9 10
1 25 0 1 0 0 0 3000 2 5 5 9
2 1 0 1 0 0 0 3000 2 12 12 5
2 2 0 1 0 0 0 3000 3 12 12 12
2 3 1 1 1 0 0 671 1 12 12 12
2 4 0 1 0 0 0 3000 2 1 1 12
2 5 0 1 0 0 0 3000 3 15 15 1
2 6 0 1 0 0 0 3000 2 4 4 15
2 7 0 1 0 0 0 3000 2 4 4 4
2 8 0 1 0 0 0 3000 3 12 12 4
2 9 0 1 0 0 0 3000 2 1 1 12
2 10 0 1 0 0 0 3000 2 1 1 1
2 11 0 1 0 0 0 3000 2 15 15 1
2 12 1 1 1 0 0 608 1 1 1 15
2 13 0 1 0 0 0 3000 3 7 7 1
2 14 0 1 0 0 0 3000 3 7 7 7
2 15 1 1 1 0 0 432 1 7 7 7
2 16 0 1 0 0 0 3000 3 1 1 7
2 17 0 1 0 0 0 3000 2 6 6 1
2 18 1 1 1 0 0 442 1 1 1 6
2 19 1 1 1 0 0 710 1 6 6 1
2 20 0 0 0 0 1 2166 2 6 6 6
2 21 0 1 0 0 0 3000 2 13 13 6
2 22 0 1 0 0 0 3000 2 7 7 13
2 23 0 1 0 0 0 3000 3 1 1 7
2 24 0 1 0 0 0 3000 3 13 13 1
2 25 1 1 1 0 0 574 1 1 1 13
3 1 0 1 0 0 0 3000 2 4 4 1
3 2 0 1 0 0 0 3000 1 13 13 4
3 3 0 1 0 0 0 3000 2 6 6 13
3 4 1 0 0 1 0 3000 1 13 13 6
3 5 1 1 1 0 0 411 1 6 6 13
3 6 0 1 0 0 0 3000 2 4 4 6
3 7 0 1 0 0 0 3000 3 15 15 4
3 8 0 1 0 0 0 3000 2 15 15 15
3 9 0 1 0 0 0 3000 2 12 12 15
3 10 0 1 0 0 0 3000 2 2 2 12
3 11 0 1 0 0 0 3000 3 13 13 2
3 12 0 1 0 0 0 3000 3 6 6 13
3 13 1 1 1 0 0 437 1 13 13 6
3 14 0 1 0 0 0 3000 2 9 9 13
3 15 0 1 0 0 0 3000 3 15 15 9
3 16 1 1 1 0 0 1030 1 9 9 15
3 17 0 1 0 0 0 3000 2 6 6 9
3 18 0 1 0 0 0 3000 2 8 8 6
3 19 0 1 0 0 0 3000 3 11 11 8
3 20 1 1 1 0 0 1252 1 8 8 11
3 21 0 1 0 0 0 3000 3 8 8 8
3 22 0 1 0 0 0 3000 3 14 14 8
3 23 0 1 0 0 0 3000 2 6 6 14
3 24 0 1 0 0 0 3000 2 7 7 6
3 25 0 1 0 0 0 3000 2 9 9 7
Information about Data given above :
| Colum | Meaning |
|---|---|
|
1 |
Blocknumber (the number of the block, there are 3 blocks) |
|
2 |
Trial number (the number of the trial) |
|
3 |
Type of trial (1=a matching stimulus ; 0=a non-matching stimulus) |
|
4 |
Score (1 means correct, 0 means incorrect) |
|
5 |
Match (1 means participants matched correctly, 0 otherwise; only meaningful on match trials) |
|
6 |
Miss (1 means participants missed, 0 otherwise; only meaningful on non-matching trials) |
|
7 |
False Alarm (1 means participants wrongly pressed button, 0 otherwise; only meaningful on non-matching trials) |
|
8 |
Reaction Time |
|
9 |
Memory (a variable used internally) |
|
10 |
Current letter (the current letter, a number between 1 and 15, representing letterA, etc) |
|
11 |
nback1 (the letter 1 trial ago, a number between 1 and 15, representing with letterA, etc) |
|
12 |
nback2 (the letter 2 trials ago, a number between 1 and 15, representing with letterA, etc)
|
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