clarle/generate.py

## generate.py
import random
import csv

DAYS = 7
HOURS = 24

data = []

for day in range(DAYS):
    for hour in range(HOURS):
        sugar_data = {
            "day": day,
            "hour": hour
        }
        if ((9 <= hour <= 11) or (13 <= hour <= 15) or (18 <= hour <= 20)):
            sugar_data['blood_sugar_level'] = random.randint(130, 230)
        else:
            sugar_data['blood_sugar_level'] = random.randint(30, 130)

        data.append(sugar_data)

with open('sugar.csv', 'wb') as csv_file:
    blood_sugar_writer = csv.DictWriter(csv_file, fieldnames=['day', 'hour', 'blood_sugar_level'])
    blood_sugar_writer.writeheader()
    for point in data:
        blood_sugar_writer.writerow(point)

## sugar.csv

          
            day
            hour
            blood_sugar_level

            
              0
              0
              106

            
              0
              1
              102

            
              0
              2
              78

            
              0
              3
              125

            
              0
              4
              33

            
              0
              5
              51

            
              0
              6
              69

            
              0
              7
              120

            
              0
              8
              100

            
              0
              9
              173

            
              0
              10
              146

            
              0
              11
              142

            
              0
              12
              49

            
              0
              13
              201

            
              0
              14
              175

            
              0
              15
              157

            
              0
              16
              120

            
              0
              17
              76

            
              0
              18
              182

            
              0
              19
              135

            
              0
              20
              159

            
              0
              21
              130

            
              0
              22
              75

            
              0
              23
              97

            
              1
              0
              91

            
              1
              1
              62

            
              1
              2
              79

            
              1
              3
              122

            
              1
              4
              67

            
              1
              5
              121

            
              1
              6
              119

            
              1
              7
              112

            
              1
              8
              85

            
              1
              9
              171

            
              1
              10
              230

            
              1
              11
              189

            
              1
              12
              109

            
              1
              13
              193

            
              1
              14
              164

            
              1
              15
              212

            
              1
              16
              72

            
              1
              17
              119

            
              1
              18
              216

            
              1
              19
              194

            
              1
              20
              214

            
              1
              21
              35

            
              1
              22
              94

            
              1
              23
              82

            
              2
              0
              106

            
              2
              1
              94

            
              2
              2
              31

            
              2
              3
              33

            
              2
              4
              61

            
              2
              5
              102

            
              2
              6
              72

            
              2
              7
              59

            
              2
              8
              82

            
              2
              9
              180

            
              2
              10
              217

            
              2
              11
              141

            
              2
              12
              73

            
              2
              13
              164

            
              2
              14
              223

            
              2
              15
              214

            
              2
              16
              44

            
              2
              17
              103

            
              2
              18
              138

            
              2
              19
              158

            
              2
              20
              212

            
              2
              21
              97

            
              2
              22
              74

            
              2
              23
              39

            
              3
              0
              46

            
              3
              1
              125

            
              3
              2
              40

            
              3
              3
              114

            
              3
              4
              93

            
              3
              5
              123

            
              3
              6
              53

            
              3
              7
              37

            
              3
              8
              32

            
              3
              9
              137

            
              3
              10
              182

            
              3
              11
              167

            
              3
              12
              101

            
              3
              13
              134

            
              3
              14
              155

            
              3
              15
              149

            
              3
              16
              107

            
              3
              17
              91

            
              3
              18
              207

            
              3
              19
              152

            
              3
              20
              195

            
              3
              21
              47

            
              3
              22
              90

            
              3
              23
              49

            
              4
              0
              129

            
              4
              1
              41

            
              4
              2
              117

            
              4
              3
              116

            
              4
              4
              82

            
              4
              5
              98

            
              4
              6
              31

            
              4
              7
              62

            
              4
              8
              44

            
              4
              9
              173

            
              4
              10
              176

            
              4
              11
              146

            
              4
              12
              106

            
              4
              13
              130

            
              4
              14
              131

            
              4
              15
              198

            
              4
              16
              72

            
              4
              17
              54

            
              4
              18
              221

            
              4
              19
              163

            
              4
              20
              142

            
              4
              21
              43

            
              4
              22
              36

            
              4
              23
              66

            
              5
              0
              90

            
              5
              1
              128

            
              5
              2
              123

            
              5
              3
              68

            
              5
              4
              38

            
              5
              5
              62

            
              5
              6
              40

            
              5
              7
              37

            
              5
              8
              61

            
              5
              9
              201

            
              5
              10
              144

            
              5
              11
              209

            
              5
              12
              73

            
              5
              13
              151

            
              5
              14
              210

            
              5
              15
              189

            
              5
              16
              97

            
              5
              17
              100

            
              5
              18
              211

            
              5
              19
              146

            
              5
              20
              131

            
              5
              21
              98

            
              5
              22
              49

            
              5
              23
              34

            
              6
              0
              101

            
              6
              1
              130

            
              6
              2
              77

            
              6
              3
              104

            
              6
              4
              58

            
              6
              5
              76

            
              6
              6
              55

            
              6
              7
              93

            
              6
              8
              97

            
              6
              9
              229

            
              6
              10
              135

            
              6
              11
              184

            
              6
              12
              82

            
              6
              13
              181

            
              6
              14
              218

            
              6
              15
              198

            
              6
              16
              84

            
              6
              17
              40

            
              6
              18
              207

            
              6
              19
              180

            
              6
              20
              198

            
              6
              21
              38

            
              6
              22
              91

            
              6
              23
              76
	import random
	import csv

	DAYS = 7
	HOURS = 24

	data = []

	for day in range(DAYS):
	for hour in range(HOURS):
	sugar_data = {
	"day": day,
	"hour": hour
	}
	if ((9 <= hour <= 11) or (13 <= hour <= 15) or (18 <= hour <= 20)):
	sugar_data['blood_sugar_level'] = random.randint(130, 230)
	else:
	sugar_data['blood_sugar_level'] = random.randint(30, 130)

	data.append(sugar_data)

	with open('sugar.csv', 'wb') as csv_file:
	blood_sugar_writer = csv.DictWriter(csv_file, fieldnames=['day', 'hour', 'blood_sugar_level'])
	blood_sugar_writer.writeheader()
	for point in data:
	blood_sugar_writer.writerow(point)
day	hour	blood_sugar_level
0	0	106
0	1	102
0	2	78
0	3	125
0	4	33
0	5	51
0	6	69
0	7	120
0	8	100
0	9	173
0	10	146
0	11	142
0	12	49
0	13	201
0	14	175
0	15	157
0	16	120
0	17	76
0	18	182
0	19	135
0	20	159
0	21	130
0	22	75
0	23	97
1	0	91
1	1	62
1	2	79
1	3	122
1	4	67
1	5	121
1	6	119
1	7	112
1	8	85
1	9	171
1	10	230
1	11	189
1	12	109
1	13	193
1	14	164
1	15	212
1	16	72
1	17	119
1	18	216
1	19	194
1	20	214
1	21	35
1	22	94
1	23	82
2	0	106
2	1	94
2	2	31
2	3	33
2	4	61
2	5	102
2	6	72
2	7	59
2	8	82
2	9	180
2	10	217
2	11	141
2	12	73
2	13	164
2	14	223
2	15	214
2	16	44
2	17	103
2	18	138
2	19	158
2	20	212
2	21	97
2	22	74
2	23	39
3	0	46
3	1	125
3	2	40
3	3	114
3	4	93
3	5	123
3	6	53
3	7	37
3	8	32
3	9	137
3	10	182
3	11	167
3	12	101
3	13	134
3	14	155
3	15	149
3	16	107
3	17	91
3	18	207
3	19	152
3	20	195
3	21	47
3	22	90
3	23	49
4	0	129
4	1	41
4	2	117
4	3	116
4	4	82
4	5	98
4	6	31
4	7	62
4	8	44
4	9	173
4	10	176
4	11	146
4	12	106
4	13	130
4	14	131
4	15	198
4	16	72
4	17	54
4	18	221
4	19	163
4	20	142
4	21	43
4	22	36
4	23	66
5	0	90
5	1	128
5	2	123
5	3	68
5	4	38
5	5	62
5	6	40
5	7	37
5	8	61
5	9	201
5	10	144
5	11	209
5	12	73
5	13	151
5	14	210
5	15	189
5	16	97
5	17	100
5	18	211
5	19	146
5	20	131
5	21	98
5	22	49
5	23	34
6	0	101
6	1	130
6	2	77
6	3	104
6	4	58
6	5	76
6	6	55
6	7	93
6	8	97
6	9	229
6	10	135
6	11	184
6	12	82
6	13	181
6	14	218
6	15	198
6	16	84
6	17	40
6	18	207
6	19	180
6	20	198
6	21	38
6	22	91
6	23	76