Table 1 Descriptive statistics and data sources.

From: Analysis of spatial characteristics and influencing factors of the flow network of highly educated talents from national and local perspective

Variables

Observations

Mean value

Standard deviation

Maximum

Minimum

Data sources

National

Local

National

Local

National

Local

National

Local

National

Local

Nij

667

283

2.02

4.52

2.41

7.18

20.00

68.00

1.00

1.00

National Health Commission of the People's Republic of China

GDPi

667

283

30,502,582.83

28,180,277.99

58,534,449.36

50,537,220.75

306,329,900.00

306,329,900.00

349,527.00

3,238,217.00

China city statistical yearbook 2017

GDPj

667

283

144,220,247.26

83,283,687.02

117,962,290.07

96,076,237.92

306,329,900.00

306,329,900.00

1,093,212.00

2,869,916.00

China city statistical yearbook 2017

Collegesj

667

283

39.58

24.10

26.39

22.14

91.00

64.00

0.00

1.00

Educational Statistics Yearbook of China 2017

Universitiesj

667

283

0.44

0.24

0.50

0.43

1.00

1.00

0.00

0.00

Educational Statistics Yearbook of China 2017

Sciencej

667

283

13,180.34

8505.51

9720.68

8025.65

28,421.00

24,747.00

48.00

277.00

High-tech Enterprises of Enterprise Business Information Query System(qcc.com)

Hospitalsj

667

283

402.35

283.24

243.76

174.21

1606.00

656.00

9.00

62.00

China city statistical yearbook 2017

Busesj

667

283

9549.76

5381.92

7397.01

5351.35

33,325.00

16,693.00

159.00

183.00

China city statistical yearbook 2017

Greenbeltj

667

283

41.67

41.88

5.84

2.46

61.58

48.69

3.07

36.94

China city statistical yearbook 2017

Pollutioni

667

283

41.48

45.04

15.89

10.15

78.93

59.49

6.80

21.42

China city statistical yearbook 2017

Distanceij

667

283

1,052,222.21

201,557.31

476,320.31

138,493.43

3,425,682.05

663,755.74

120,741.62

29,590.94

Measured based on the cities’ latitude and longitude

Provinceij

667

283

0.00

0.55

0.00

0.50

0.00

1.00

0.00

0.00

Measured by whether the city belongs to the same province