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Table 11 Growth rate change of indicators

From: Mining precise cause and effect rules in large time series data of socio-economic indicators

Rules Binary (CP–(2) → ARME) Transitivity (AR–(1) → AG–(3) → CO2) Many to one (FDI, FR)–(1) → CPI Cyclic GDP ← (2,1) → CY
Year CP ARME ANE OR CO2GF FDI FR CPI GDP CY GDP1
1972 5.93 4.35 0 −17.69 −0.4 −1.33 −0.3 −2.56 0.96 −2.63 −1.49
1973 −3.49 −2.92 3.81 −8.06 −0.52 2.58 −0.3 1.5 4.21 2.67 5.12
1974 2.06 1.15 1.56 0.98 1.36 3.72 −0.3 3.62 −0.91 −1.28 −5.11
1975 −2.83 −2.03 2.79 1.51 2 1.47 −0.3 1.2 −1.49 −3.55 −2.06
1976 1.25 0.78 0.73 0.2 0.38 0.95 −0.4 0.11 5.12 0.24 1.02
1977 −3.79 2.98 1.56 1.27 1.63 −1.98 0 0.54 −5.11 −3.24 0.19
1978 0.74 0.23 11.28 17.52 2.36 −0.73 0 2.59 −2.06 −1.67 2.15
1979 4.25 −3.49 1.29 1.12 −4.38 −2.4 −0.3 1.48 1.02 0.97 2.89
1980 1.96 1.26 1.01 0.57 2.74 1.69 −0.3 0.66 0.19 2.65 1.3
1981 −0.54 −1.15 −4 −0.72 −0.27 1.41 −0.06 2.33 2.15 3.65 2.43
1982 −2.54 −5.78 1.09 0.96 1.54 4.03 −0.31 6.37 2.89 1.32 3.79
1983 3.9 2.25 1.73 −8.63 −4.27 2.3 −0.03 1.88 1.3 −1 2.24
1984 −1.06 0.95 0.4 2.32 0.52 1.25 −0.3 1.65 2.43 −1.35 0.87
1985 1.53 1.87 2.12 −3.6 3.36 0.21 0.3 1.04 3.79 10.24 9.4
1986 1.6 0.44 1.14 1.44 −0.11 0.99 0 −1.02 2.24 −3.75 −1.27
1987 11.21 −1.29 8.62 4.99 2.18 7.39 −0.21 6.55 0.87 −0.82 1.82
1988 4.32 4.55 2.13 2.47 3.52 1.96 0.4 0.43 9.4 1.35 10.62
1989 −0.52 −1.57 1.27 0.38 −0.98 0.9 0.4 −0.79 −1.27 −0.77 −1.07
1990 1.33 0.59 4.58 1.5 1.53 3.95 −0.4 0.36 1.82 1.41 2.03
1991 0.85 1.15 1.34 0.41 1.84 −0.53 0 4.08 10.62 −0.76 −4.01
1992 −11.28 −2.68 −0.36 −2.25 −2.21 0.67 −0.4 0.25 −1.07 −0.42 −1.66
1993 2.18 11.22 −1 0.78 1.25 1.77 −0.4 0.45 2.03 −1.51 3.02
1994 −0.55 10.19 2.83 2.09 2.7 3.79 −0.4 1.36 −4.01 −6.12 5.3
1995 1.57 1.22 1.73 0.31 1.94 7.22 −0.03 3.43 1.66 −9.27 2.14
1996 5.57 4.17 0.61 2.59 1.05 2.17 −0.33 0.98 −0.02 −0.33 −0.3
1997 −0.51 −0.17 2.65 −3.49 3.75 1.16 −0.03 0.77 2.3 1.59 −2.44
1998 −0.2 0.22 −1.08 1.78 −7.02 6.56 −0.23 1.58 2.14 1.27 3.46
1999 1.52 1.15 1.38 −1.17 3.92 −0.6 0.03 1.5 −0.3 −5.29 −1.86
2000 −1.13 −0.3 1.48 1.29 0.75 3.74 −0.03 4.29 −2.44 −7.67 −5.93
2001 7.34 5.24 −1.2 0.96 4.7 7.84 −0.33 4.69 3.46 −2.73 −1.01
2002 5.37 6.18 3.61 3.2 0.88 1.78 −0.04 2.36 −1.86 −2 6.3
2003 1.97 −0.54 1.34 0.84 −1.75 1.76 −0.03 1.21 5.93 3.21 6.01
2004 6.2 5.68 0.96 0.28 0.93 1.18 −0.03 2.96 −1.01 −2.27 26.63
2005 −2.55 0.57 9.9 0.39 2.17 3.17 0.03 0.85 6.3 4.45 10.4
2006 −2.74 1.81 2.84 2.27 4.76 1.16 −0.06 3.61 6.01 −0.86 −2.85
2007 5.28 1.63     6.67 −0.33 0.91 26.63 −2.38 −0.86
2008 0.63 0.5     1.44 0.03 5.82 11.4 −0.39 −2.77
2009 3.58 2.39     −3.71 0.03 0.37