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Table 1 Descriptive statistics for the annual number of pneumoconiosis patients, average age of onset, average dust exposure time, total DALY value and Gross industrial productive in Tianjin from 1990 to 2021

From: Comparison of ARIMA model, DNN model and LSTM model in predicting disease burden of occupational pneumoconiosis in Tianjin, China

year

Number of patients (cases)

Average age of onset (year)

Average dust exposure time (year)

Gross Industrial Production

(billion yuan.)

DALY

(person-year)

1990

68

44.81 ± 8.31

24.49 ± 8.96

165.59

746.51

1991

78

47.33 ± 6.21

22.87 ± 8.53

179.75

832.24

1992

103

46.86 ± 7.10

24.02 ± 8.93

212.80

1064.80

1993

78

46.58 ± 9.71

23.77 ± 8.90

280.73

865.19

1994

195

44.38 ± 7.40

23.87 ± 8.70

371.43

2080.37

1995

259

42.24 ± 6.73

26.44 ± 7.28

467.93

2672.10

1996

158

42.60 ± 7.35

24.21 ± 8.32

549.81

1747.73

1997

68

47.32 ± 6.42

24.96 ± 7.52

609.65

768.68

1998

67

49.40 ± 8.68

24.49 ± 8.43

613.31

792.50

1999

142

48.88 ± 6.02

27.65 ± 7.90

641.82

1594.31

2000

148

47.85 ± 5.76

24.72 ± 7.56

716.71

1653.14

2001

161

48.77 ± 7.90

25.40 ± 8.70

768.58

2391.75

2002

205

50.08 ± 6.17

24.35 ± 7.74

830.45

2443.65

2003

196

48.31 ± 5.77

24.74 ± 8.09

1021.20

2084.33

2004

269

50.90 ± 8.70

25.38 ± 8.85

1207.17

2841.49

2005

517

52.25 ± 8.47

27.94 ± 8.71

1451.34

5577.44

2006

458

50.36 ± 7.60

28.57 ± 7.74

1644.59

5458.25

2007

514

52.00 ± 8.81

27.44 ± 8.37

1888.57

5628.17

2008

396

52.20 ± 8.19

26.33 ± 8.22

2370.22

4571.67

2009

441

51.44 ± 8.21

27.87 ± 8.32

2478.72

5287.21

2010

451

53.51 ± 9.18

27.89 ± 8.80

2837.27

5233.12

2011

482

53.96 ± 9.56

28.11 ± 9.41

3231.33

5426.24

2012

465

55.44 ± 9.73

27.84 ± 9.06

3575.24

5300.71

2013

483

56.36 ± 9.02

23.11 ± 9.13

3814.68

4896.83

2014

794

56.99 ± 9.84

26.34 ± 9.13

3972.44

6607.73

2015

896

58.98 ± 9.74

29.03 ± 9.33

3815.09

7116.71

2016

711

59.05 ± 10.15

26.80 ± 9.53

3773.04

6657.38

2017

751

60.14 ± 9.62

30.02 ± 9.69

3942.48

7090.00

2018

476

60.87 ± 10.17

29.44 ± 10.1

4276.91

5787.81

2019

353

59.55 ± 11.57

26.55 ± 9.92

4372.27

4689.73

2020

174

63.53 ± 10.76

26.55 ± 9.68

4188.13

1439.20

2021

137

61.34 ± 8.88

23.39 ± 9.40

4000.13

1378.53

Total

10,694

54.19 ± 10.26

26.08 ± 9.11

2008.42

112,725.52