Project 2 - 2 of 3
ZIXIAN LIANG
2024-03-02
Dataset 2 - 2023 Euro Long-term interest Rate
Data Acquisition
Input file:"Euro Long-term interest.csv” from https://github.com/ZIXIANNOW/DATA607project2/blob/main/Euro%20Long-term%20interest.csv
txturl <- "https://raw.githubusercontent.com/ZIXIANNOW/DATA607project2/main/Euro%20Long-term%20interest.csv"
rawdata2 <- read.csv(txturl, header = TRUE)
rawdata2## Obs..Date Obs..value Series.key
## 1 2023-01 2.79 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 2 2023-03 3.04 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 3 2023-04 3.06 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 4 2023-05 3.04 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 5 2023-07 3.14 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 6 2023-08 3.22 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 7 2023-09 3.32 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 8 2023-11 3.23 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 9 2023-12 2.70 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 10 2023-02 2.96 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 11 2023-06 3.05 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 12 2023-10 3.52 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 13 2023-01 2.19 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 14 2023-03 2.38 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 15 2023-04 2.36 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 16 2023-05 2.34 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 17 2023-07 2.46 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 18 2023-08 2.55 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 19 2023-09 2.66 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 20 2023-11 2.60 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 21 2023-12 2.10 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 22 2023-02 2.37 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 23 2023-06 2.38 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 24 2023-10 2.82 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 25 2023-01 3.79 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 26 2023-03 3.96 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 27 2023-04 3.89 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 28 2023-05 3.94 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 29 2023-07 4.09 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 30 2023-08 4.15 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 31 2023-09 4.25 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 32 2023-11 3.67 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 33 2023-12 3.21 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 34 2023-02 3.83 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 35 2023-06 3.94 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 36 2023-10 4.09 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 37 2023-01 2.65 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 38 2023-03 2.86 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 39 2023-04 2.77 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 40 2023-05 2.79 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 41 2023-07 2.90 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 42 2023-08 2.96 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 43 2023-09 3.09 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 44 2023-11 3.01 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 45 2023-12 2.46 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 46 2023-02 2.86 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 47 2023-06 2.78 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 48 2023-10 3.27 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 49 2023-01 4.29 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 50 2023-03 4.29 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 51 2023-04 4.22 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 52 2023-05 3.98 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 53 2023-07 3.85 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 54 2023-08 3.88 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 55 2023-09 4.08 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 56 2023-11 3.88 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 57 2023-12 3.28 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 58 2023-02 4.26 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 59 2023-06 3.71 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 60 2023-10 4.30 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 61 2023-01 3.20 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 62 2023-03 3.43 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 63 2023-04 3.40 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 64 2023-05 3.41 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 65 2023-07 3.49 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 66 2023-08 3.57 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 67 2023-09 3.71 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 68 2023-11 3.65 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 69 2023-12 3.12 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 70 2023-02 3.39 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 71 2023-06 3.40 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 72 2023-10 3.95 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 73 2023-01 2.69 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 74 2023-03 2.92 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 75 2023-04 2.90 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 76 2023-05 2.94 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 77 2023-07 3.04 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 78 2023-08 3.11 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 79 2023-09 3.24 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 80 2023-11 3.19 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 81 2023-12 2.65 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 82 2023-02 2.87 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 83 2023-06 2.93 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 84 2023-10 3.45 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 85 2023-01 3.65 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 86 2023-03 3.86 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 87 2023-04 3.72 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 88 2023-05 3.71 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 89 2023-07 3.74 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 90 2023-08 3.93 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 91 2023-09 3.95 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 92 2023-11 3.93 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 93 2023-12 3.39 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 94 2023-02 3.76 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 95 2023-06 3.73 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 96 2023-10 4.18 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 97 2023-01 4.24 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 98 2023-03 4.24 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 99 2023-04 4.23 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 100 2023-05 4.31 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 101 2023-07 4.16 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 102 2023-08 4.22 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 103 2023-09 4.51 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 104 2023-11 4.43 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 105 2023-12 3.82 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 106 2023-02 4.27 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 107 2023-06 4.07 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 108 2023-10 4.89 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 109 2023-01 4.19 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 110 2023-03 4.15 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 111 2023-04 4.01 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 112 2023-05 3.97 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 113 2023-07 3.74 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 114 2023-08 3.84 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 115 2023-09 3.99 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 116 2023-11 3.79 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 117 2023-12 3.23 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 118 2023-02 4.13 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 119 2023-06 3.79 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 120 2023-10 4.13 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 121 2023-01 3.70 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 122 2023-03 3.91 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 123 2023-04 3.88 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 124 2023-05 3.83 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 125 2023-07 3.81 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 126 2023-08 3.85 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 127 2023-09 3.88 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 128 2023-11 3.98 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 129 2023-12 3.49 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 130 2023-02 3.68 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 131 2023-06 3.79 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 132 2023-10 4.14 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 133 2023-01 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 134 2023-03 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 135 2023-04 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 136 2023-05 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 137 2023-07 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 138 2023-08 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 139 2023-09 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 140 2023-11 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 141 2023-12 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 142 2023-02 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 143 2023-06 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 144 2023-10 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 145 2023-01 2.70 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 146 2023-03 2.99 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 147 2023-04 2.96 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 148 2023-05 2.95 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 149 2023-07 3.03 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 150 2023-08 3.08 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 151 2023-09 3.16 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 152 2023-11 3.03 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 153 2023-12 2.53 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 154 2023-02 2.89 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 155 2023-06 2.95 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 156 2023-10 3.32 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 157 2023-01 3.55 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 158 2023-03 3.58 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 159 2023-04 3.60 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 160 2023-05 3.64 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 161 2023-07 3.78 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 162 2023-08 3.79 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 163 2023-09 3.93 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 164 2023-11 3.86 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 165 2023-12 3.31 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 166 2023-02 3.61 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 167 2023-06 3.68 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 168 2023-10 4.18 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 169 2023-01 2.50 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 170 2023-03 2.76 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 171 2023-04 2.72 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 172 2023-05 2.73 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 173 2023-07 2.84 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 174 2023-08 2.92 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 175 2023-09 3.04 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 176 2023-11 2.95 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 177 2023-12 2.42 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 178 2023-02 2.68 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 179 2023-06 2.75 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 180 2023-10 3.21 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 181 2023-01 2.81 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 182 2023-03 3.06 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 183 2023-04 3.03 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 184 2023-05 3.03 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 185 2023-07 3.12 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 186 2023-08 3.18 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 187 2023-09 3.29 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 188 2023-11 3.21 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 189 2023-12 2.68 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 190 2023-02 3.04 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 191 2023-06 3.05 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 192 2023-10 3.49 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 193 2023-01 3.13 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 194 2023-03 3.27 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 195 2023-04 3.20 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 196 2023-05 3.16 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 197 2023-07 3.23 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 198 2023-08 3.31 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 199 2023-09 3.45 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 200 2023-11 3.30 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 201 2023-12 2.86 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 202 2023-02 3.27 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 203 2023-06 3.09 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 204 2023-10 3.59 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 205 2023-01 3.25 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 206 2023-03 3.54 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 207 2023-04 3.34 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 208 2023-05 3.15 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 209 2023-07 3.40 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 210 2023-08 3.48 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 211 2023-09 3.47 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 212 2023-11 3.53 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 213 2023-12 3.26 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 214 2023-02 3.38 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 215 2023-06 3.38 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 216 2023-10 3.67 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 217 2023-01 3.25 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 218 2023-03 3.58 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 219 2023-04 3.66 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 220 2023-05 3.59 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 221 2023-07 3.69 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 222 2023-08 3.80 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 223 2023-09 3.91 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 224 2023-11 3.86 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 225 2023-12 3.31 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 226 2023-02 3.40 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 227 2023-06 3.62 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 228 2023-10 4.12 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 229 2023-01 2.77 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 230 2023-03 2.98 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 231 2023-04 2.96 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 232 2023-05 2.98 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 233 2023-07 3.07 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 234 2023-08 3.15 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 235 2023-09 3.25 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 236 2023-11 3.20 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 237 2023-12 2.68 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 238 2023-02 2.94 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 239 2023-06 3.00 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 240 2023-10 3.47 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 241 2023-01 1.85 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 242 2023-03 4.21 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 243 2023-04 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 244 2023-05 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 245 2023-07 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 246 2023-08 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 247 2023-09 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 248 2023-11 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 249 2023-12 4.01 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 250 2023-02 2.73 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 251 2023-06 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 252 2023-10 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 253 2023-01 4.47 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 254 2023-03 4.67 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 255 2023-04 4.65 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 256 2023-05 4.50 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 257 2023-07 4.15 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 258 2023-08 4.26 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 259 2023-09 4.49 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 260 2023-11 4.42 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 261 2023-12 3.97 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 262 2023-02 4.61 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 263 2023-06 4.35 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 264 2023-10 4.72 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 265 2023-01 2.43 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 266 2023-03 2.55 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 267 2023-04 2.60 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 268 2023-05 2.54 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 269 2023-07 2.70 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 270 2023-08 2.77 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 271 2023-09 2.83 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 272 2023-11 2.79 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 273 2023-12 2.28 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 274 2023-02 2.55 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 275 2023-06 2.57 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 276 2023-10 3.05 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 277 2023-01 7.76 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 278 2023-03 8.54 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 279 2023-04 8.35 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 280 2023-05 7.78 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 281 2023-07 7.10 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 282 2023-08 7.40 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 283 2023-09 7.08 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 284 2023-11 7.01 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 285 2023-12 6.17 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 286 2023-02 8.23 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 287 2023-06 7.20 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 288 2023-10 7.53 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 289 2023-01 6.02 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 290 2023-03 6.14 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 291 2023-04 6.07 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 292 2023-05 5.93 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 293 2023-07 5.54 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 294 2023-08 5.59 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 295 2023-09 5.68 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 296 2023-11 5.54 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 297 2023-12 5.21 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 298 2023-02 6.18 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 299 2023-06 5.91 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 300 2023-10 5.84 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 301 2023-01 6.80 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 302 2023-03 7.10 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 303 2023-04 7.00 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 304 2023-05 6.30 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 305 2023-07 6.20 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 306 2023-08 6.34 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 307 2023-09 7.48 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 308 2023-11 6.75 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 309 2023-12 6.19 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 310 2023-02 7.46 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 311 2023-06 6.11 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 312 2023-10 6.81 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 313 2023-01 2.08 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 314 2023-03 2.35 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 315 2023-04 2.37 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 316 2023-05 2.32 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 317 2023-07 2.52 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 318 2023-08 2.75 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 319 2023-09 2.87 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 320 2023-11 2.75 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 321 2023-12 2.21 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 322 2023-02 2.37 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 323 2023-06 2.46 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 324 2023-10 3.02 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## Indicator.title
## 1 Harmonised long-term interest rates for convergence assessment purposes
## 2 Harmonised long-term interest rates for convergence assessment purposes
## 3 Harmonised long-term interest rates for convergence assessment purposes
## 4 Harmonised long-term interest rates for convergence assessment purposes
## 5 Harmonised long-term interest rates for convergence assessment purposes
## 6 Harmonised long-term interest rates for convergence assessment purposes
## 7 Harmonised long-term interest rates for convergence assessment purposes
## 8 Harmonised long-term interest rates for convergence assessment purposes
## 9 Harmonised long-term interest rates for convergence assessment purposes
## 10 Harmonised long-term interest rates for convergence assessment purposes
## 11 Harmonised long-term interest rates for convergence assessment purposes
## 12 Harmonised long-term interest rates for convergence assessment purposes
## 13 Harmonised long-term interest rates for convergence assessment purposes
## 14 Harmonised long-term interest rates for convergence assessment purposes
## 15 Harmonised long-term interest rates for convergence assessment purposes
## 16 Harmonised long-term interest rates for convergence assessment purposes
## 17 Harmonised long-term interest rates for convergence assessment purposes
## 18 Harmonised long-term interest rates for convergence assessment purposes
## 19 Harmonised long-term interest rates for convergence assessment purposes
## 20 Harmonised long-term interest rates for convergence assessment purposes
## 21 Harmonised long-term interest rates for convergence assessment purposes
## 22 Harmonised long-term interest rates for convergence assessment purposes
## 23 Harmonised long-term interest rates for convergence assessment purposes
## 24 Harmonised long-term interest rates for convergence assessment purposes
## 25 Harmonised long-term interest rates for convergence assessment purposes
## 26 Harmonised long-term interest rates for convergence assessment purposes
## 27 Harmonised long-term interest rates for convergence assessment purposes
## 28 Harmonised long-term interest rates for convergence assessment purposes
## 29 Harmonised long-term interest rates for convergence assessment purposes
## 30 Harmonised long-term interest rates for convergence assessment purposes
## 31 Harmonised long-term interest rates for convergence assessment purposes
## 32 Harmonised long-term interest rates for convergence assessment purposes
## 33 Harmonised long-term interest rates for convergence assessment purposes
## 34 Harmonised long-term interest rates for convergence assessment purposes
## 35 Harmonised long-term interest rates for convergence assessment purposes
## 36 Harmonised long-term interest rates for convergence assessment purposes
## 37 Harmonised long-term interest rates for convergence assessment purposes
## 38 Harmonised long-term interest rates for convergence assessment purposes
## 39 Harmonised long-term interest rates for convergence assessment purposes
## 40 Harmonised long-term interest rates for convergence assessment purposes
## 41 Harmonised long-term interest rates for convergence assessment purposes
## 42 Harmonised long-term interest rates for convergence assessment purposes
## 43 Harmonised long-term interest rates for convergence assessment purposes
## 44 Harmonised long-term interest rates for convergence assessment purposes
## 45 Harmonised long-term interest rates for convergence assessment purposes
## 46 Harmonised long-term interest rates for convergence assessment purposes
## 47 Harmonised long-term interest rates for convergence assessment purposes
## 48 Harmonised long-term interest rates for convergence assessment purposes
## 49 Harmonised long-term interest rates for convergence assessment purposes
## 50 Harmonised long-term interest rates for convergence assessment purposes
## 51 Harmonised long-term interest rates for convergence assessment purposes
## 52 Harmonised long-term interest rates for convergence assessment purposes
## 53 Harmonised long-term interest rates for convergence assessment purposes
## 54 Harmonised long-term interest rates for convergence assessment purposes
## 55 Harmonised long-term interest rates for convergence assessment purposes
## 56 Harmonised long-term interest rates for convergence assessment purposes
## 57 Harmonised long-term interest rates for convergence assessment purposes
## 58 Harmonised long-term interest rates for convergence assessment purposes
## 59 Harmonised long-term interest rates for convergence assessment purposes
## 60 Harmonised long-term interest rates for convergence assessment purposes
## 61 Harmonised long-term interest rates for convergence assessment purposes
## 62 Harmonised long-term interest rates for convergence assessment purposes
## 63 Harmonised long-term interest rates for convergence assessment purposes
## 64 Harmonised long-term interest rates for convergence assessment purposes
## 65 Harmonised long-term interest rates for convergence assessment purposes
## 66 Harmonised long-term interest rates for convergence assessment purposes
## 67 Harmonised long-term interest rates for convergence assessment purposes
## 68 Harmonised long-term interest rates for convergence assessment purposes
## 69 Harmonised long-term interest rates for convergence assessment purposes
## 70 Harmonised long-term interest rates for convergence assessment purposes
## 71 Harmonised long-term interest rates for convergence assessment purposes
## 72 Harmonised long-term interest rates for convergence assessment purposes
## 73 Harmonised long-term interest rates for convergence assessment purposes
## 74 Harmonised long-term interest rates for convergence assessment purposes
## 75 Harmonised long-term interest rates for convergence assessment purposes
## 76 Harmonised long-term interest rates for convergence assessment purposes
## 77 Harmonised long-term interest rates for convergence assessment purposes
## 78 Harmonised long-term interest rates for convergence assessment purposes
## 79 Harmonised long-term interest rates for convergence assessment purposes
## 80 Harmonised long-term interest rates for convergence assessment purposes
## 81 Harmonised long-term interest rates for convergence assessment purposes
## 82 Harmonised long-term interest rates for convergence assessment purposes
## 83 Harmonised long-term interest rates for convergence assessment purposes
## 84 Harmonised long-term interest rates for convergence assessment purposes
## 85 Harmonised long-term interest rates for convergence assessment purposes
## 86 Harmonised long-term interest rates for convergence assessment purposes
## 87 Harmonised long-term interest rates for convergence assessment purposes
## 88 Harmonised long-term interest rates for convergence assessment purposes
## 89 Harmonised long-term interest rates for convergence assessment purposes
## 90 Harmonised long-term interest rates for convergence assessment purposes
## 91 Harmonised long-term interest rates for convergence assessment purposes
## 92 Harmonised long-term interest rates for convergence assessment purposes
## 93 Harmonised long-term interest rates for convergence assessment purposes
## 94 Harmonised long-term interest rates for convergence assessment purposes
## 95 Harmonised long-term interest rates for convergence assessment purposes
## 96 Harmonised long-term interest rates for convergence assessment purposes
## 97 Harmonised long-term interest rates for convergence assessment purposes
## 98 Harmonised long-term interest rates for convergence assessment purposes
## 99 Harmonised long-term interest rates for convergence assessment purposes
## 100 Harmonised long-term interest rates for convergence assessment purposes
## 101 Harmonised long-term interest rates for convergence assessment purposes
## 102 Harmonised long-term interest rates for convergence assessment purposes
## 103 Harmonised long-term interest rates for convergence assessment purposes
## 104 Harmonised long-term interest rates for convergence assessment purposes
## 105 Harmonised long-term interest rates for convergence assessment purposes
## 106 Harmonised long-term interest rates for convergence assessment purposes
## 107 Harmonised long-term interest rates for convergence assessment purposes
## 108 Harmonised long-term interest rates for convergence assessment purposes
## 109 Harmonised long-term interest rates for convergence assessment purposes
## 110 Harmonised long-term interest rates for convergence assessment purposes
## 111 Harmonised long-term interest rates for convergence assessment purposes
## 112 Harmonised long-term interest rates for convergence assessment purposes
## 113 Harmonised long-term interest rates for convergence assessment purposes
## 114 Harmonised long-term interest rates for convergence assessment purposes
## 115 Harmonised long-term interest rates for convergence assessment purposes
## 116 Harmonised long-term interest rates for convergence assessment purposes
## 117 Harmonised long-term interest rates for convergence assessment purposes
## 118 Harmonised long-term interest rates for convergence assessment purposes
## 119 Harmonised long-term interest rates for convergence assessment purposes
## 120 Harmonised long-term interest rates for convergence assessment purposes
## 121 Harmonised long-term interest rates for convergence assessment purposes
## 122 Harmonised long-term interest rates for convergence assessment purposes
## 123 Harmonised long-term interest rates for convergence assessment purposes
## 124 Harmonised long-term interest rates for convergence assessment purposes
## 125 Harmonised long-term interest rates for convergence assessment purposes
## 126 Harmonised long-term interest rates for convergence assessment purposes
## 127 Harmonised long-term interest rates for convergence assessment purposes
## 128 Harmonised long-term interest rates for convergence assessment purposes
## 129 Harmonised long-term interest rates for convergence assessment purposes
## 130 Harmonised long-term interest rates for convergence assessment purposes
## 131 Harmonised long-term interest rates for convergence assessment purposes
## 132 Harmonised long-term interest rates for convergence assessment purposes
## 133 Harmonised long-term interest rates for convergence assessment purposes
## 134 Harmonised long-term interest rates for convergence assessment purposes
## 135 Harmonised long-term interest rates for convergence assessment purposes
## 136 Harmonised long-term interest rates for convergence assessment purposes
## 137 Harmonised long-term interest rates for convergence assessment purposes
## 138 Harmonised long-term interest rates for convergence assessment purposes
## 139 Harmonised long-term interest rates for convergence assessment purposes
## 140 Harmonised long-term interest rates for convergence assessment purposes
## 141 Harmonised long-term interest rates for convergence assessment purposes
## 142 Harmonised long-term interest rates for convergence assessment purposes
## 143 Harmonised long-term interest rates for convergence assessment purposes
## 144 Harmonised long-term interest rates for convergence assessment purposes
## 145 Harmonised long-term interest rates for convergence assessment purposes
## 146 Harmonised long-term interest rates for convergence assessment purposes
## 147 Harmonised long-term interest rates for convergence assessment purposes
## 148 Harmonised long-term interest rates for convergence assessment purposes
## 149 Harmonised long-term interest rates for convergence assessment purposes
## 150 Harmonised long-term interest rates for convergence assessment purposes
## 151 Harmonised long-term interest rates for convergence assessment purposes
## 152 Harmonised long-term interest rates for convergence assessment purposes
## 153 Harmonised long-term interest rates for convergence assessment purposes
## 154 Harmonised long-term interest rates for convergence assessment purposes
## 155 Harmonised long-term interest rates for convergence assessment purposes
## 156 Harmonised long-term interest rates for convergence assessment purposes
## 157 Harmonised long-term interest rates for convergence assessment purposes
## 158 Harmonised long-term interest rates for convergence assessment purposes
## 159 Harmonised long-term interest rates for convergence assessment purposes
## 160 Harmonised long-term interest rates for convergence assessment purposes
## 161 Harmonised long-term interest rates for convergence assessment purposes
## 162 Harmonised long-term interest rates for convergence assessment purposes
## 163 Harmonised long-term interest rates for convergence assessment purposes
## 164 Harmonised long-term interest rates for convergence assessment purposes
## 165 Harmonised long-term interest rates for convergence assessment purposes
## 166 Harmonised long-term interest rates for convergence assessment purposes
## 167 Harmonised long-term interest rates for convergence assessment purposes
## 168 Harmonised long-term interest rates for convergence assessment purposes
## 169 Harmonised long-term interest rates for convergence assessment purposes
## 170 Harmonised long-term interest rates for convergence assessment purposes
## 171 Harmonised long-term interest rates for convergence assessment purposes
## 172 Harmonised long-term interest rates for convergence assessment purposes
## 173 Harmonised long-term interest rates for convergence assessment purposes
## 174 Harmonised long-term interest rates for convergence assessment purposes
## 175 Harmonised long-term interest rates for convergence assessment purposes
## 176 Harmonised long-term interest rates for convergence assessment purposes
## 177 Harmonised long-term interest rates for convergence assessment purposes
## 178 Harmonised long-term interest rates for convergence assessment purposes
## 179 Harmonised long-term interest rates for convergence assessment purposes
## 180 Harmonised long-term interest rates for convergence assessment purposes
## 181 Harmonised long-term interest rates for convergence assessment purposes
## 182 Harmonised long-term interest rates for convergence assessment purposes
## 183 Harmonised long-term interest rates for convergence assessment purposes
## 184 Harmonised long-term interest rates for convergence assessment purposes
## 185 Harmonised long-term interest rates for convergence assessment purposes
## 186 Harmonised long-term interest rates for convergence assessment purposes
## 187 Harmonised long-term interest rates for convergence assessment purposes
## 188 Harmonised long-term interest rates for convergence assessment purposes
## 189 Harmonised long-term interest rates for convergence assessment purposes
## 190 Harmonised long-term interest rates for convergence assessment purposes
## 191 Harmonised long-term interest rates for convergence assessment purposes
## 192 Harmonised long-term interest rates for convergence assessment purposes
## 193 Harmonised long-term interest rates for convergence assessment purposes
## 194 Harmonised long-term interest rates for convergence assessment purposes
## 195 Harmonised long-term interest rates for convergence assessment purposes
## 196 Harmonised long-term interest rates for convergence assessment purposes
## 197 Harmonised long-term interest rates for convergence assessment purposes
## 198 Harmonised long-term interest rates for convergence assessment purposes
## 199 Harmonised long-term interest rates for convergence assessment purposes
## 200 Harmonised long-term interest rates for convergence assessment purposes
## 201 Harmonised long-term interest rates for convergence assessment purposes
## 202 Harmonised long-term interest rates for convergence assessment purposes
## 203 Harmonised long-term interest rates for convergence assessment purposes
## 204 Harmonised long-term interest rates for convergence assessment purposes
## 205 Harmonised long-term interest rates for convergence assessment purposes
## 206 Harmonised long-term interest rates for convergence assessment purposes
## 207 Harmonised long-term interest rates for convergence assessment purposes
## 208 Harmonised long-term interest rates for convergence assessment purposes
## 209 Harmonised long-term interest rates for convergence assessment purposes
## 210 Harmonised long-term interest rates for convergence assessment purposes
## 211 Harmonised long-term interest rates for convergence assessment purposes
## 212 Harmonised long-term interest rates for convergence assessment purposes
## 213 Harmonised long-term interest rates for convergence assessment purposes
## 214 Harmonised long-term interest rates for convergence assessment purposes
## 215 Harmonised long-term interest rates for convergence assessment purposes
## 216 Harmonised long-term interest rates for convergence assessment purposes
## 217 Harmonised long-term interest rates for convergence assessment purposes
## 218 Harmonised long-term interest rates for convergence assessment purposes
## 219 Harmonised long-term interest rates for convergence assessment purposes
## 220 Harmonised long-term interest rates for convergence assessment purposes
## 221 Harmonised long-term interest rates for convergence assessment purposes
## 222 Harmonised long-term interest rates for convergence assessment purposes
## 223 Harmonised long-term interest rates for convergence assessment purposes
## 224 Harmonised long-term interest rates for convergence assessment purposes
## 225 Harmonised long-term interest rates for convergence assessment purposes
## 226 Harmonised long-term interest rates for convergence assessment purposes
## 227 Harmonised long-term interest rates for convergence assessment purposes
## 228 Harmonised long-term interest rates for convergence assessment purposes
## 229 Harmonised long-term interest rates for convergence assessment purposes
## 230 Harmonised long-term interest rates for convergence assessment purposes
## 231 Harmonised long-term interest rates for convergence assessment purposes
## 232 Harmonised long-term interest rates for convergence assessment purposes
## 233 Harmonised long-term interest rates for convergence assessment purposes
## 234 Harmonised long-term interest rates for convergence assessment purposes
## 235 Harmonised long-term interest rates for convergence assessment purposes
## 236 Harmonised long-term interest rates for convergence assessment purposes
## 237 Harmonised long-term interest rates for convergence assessment purposes
## 238 Harmonised long-term interest rates for convergence assessment purposes
## 239 Harmonised long-term interest rates for convergence assessment purposes
## 240 Harmonised long-term interest rates for convergence assessment purposes
## 241 Harmonised long-term interest rates for convergence assessment purposes
## 242 Harmonised long-term interest rates for convergence assessment purposes
## 243 Harmonised long-term interest rates for convergence assessment purposes
## 244 Harmonised long-term interest rates for convergence assessment purposes
## 245 Harmonised long-term interest rates for convergence assessment purposes
## 246 Harmonised long-term interest rates for convergence assessment purposes
## 247 Harmonised long-term interest rates for convergence assessment purposes
## 248 Harmonised long-term interest rates for convergence assessment purposes
## 249 Harmonised long-term interest rates for convergence assessment purposes
## 250 Harmonised long-term interest rates for convergence assessment purposes
## 251 Harmonised long-term interest rates for convergence assessment purposes
## 252 Harmonised long-term interest rates for convergence assessment purposes
## 253 Harmonised long-term interest rates for convergence assessment purposes
## 254 Harmonised long-term interest rates for convergence assessment purposes
## 255 Harmonised long-term interest rates for convergence assessment purposes
## 256 Harmonised long-term interest rates for convergence assessment purposes
## 257 Harmonised long-term interest rates for convergence assessment purposes
## 258 Harmonised long-term interest rates for convergence assessment purposes
## 259 Harmonised long-term interest rates for convergence assessment purposes
## 260 Harmonised long-term interest rates for convergence assessment purposes
## 261 Harmonised long-term interest rates for convergence assessment purposes
## 262 Harmonised long-term interest rates for convergence assessment purposes
## 263 Harmonised long-term interest rates for convergence assessment purposes
## 264 Harmonised long-term interest rates for convergence assessment purposes
## 265 Harmonised long-term interest rates for convergence assessment purposes
## 266 Harmonised long-term interest rates for convergence assessment purposes
## 267 Harmonised long-term interest rates for convergence assessment purposes
## 268 Harmonised long-term interest rates for convergence assessment purposes
## 269 Harmonised long-term interest rates for convergence assessment purposes
## 270 Harmonised long-term interest rates for convergence assessment purposes
## 271 Harmonised long-term interest rates for convergence assessment purposes
## 272 Harmonised long-term interest rates for convergence assessment purposes
## 273 Harmonised long-term interest rates for convergence assessment purposes
## 274 Harmonised long-term interest rates for convergence assessment purposes
## 275 Harmonised long-term interest rates for convergence assessment purposes
## 276 Harmonised long-term interest rates for convergence assessment purposes
## 277 Harmonised long-term interest rates for convergence assessment purposes
## 278 Harmonised long-term interest rates for convergence assessment purposes
## 279 Harmonised long-term interest rates for convergence assessment purposes
## 280 Harmonised long-term interest rates for convergence assessment purposes
## 281 Harmonised long-term interest rates for convergence assessment purposes
## 282 Harmonised long-term interest rates for convergence assessment purposes
## 283 Harmonised long-term interest rates for convergence assessment purposes
## 284 Harmonised long-term interest rates for convergence assessment purposes
## 285 Harmonised long-term interest rates for convergence assessment purposes
## 286 Harmonised long-term interest rates for convergence assessment purposes
## 287 Harmonised long-term interest rates for convergence assessment purposes
## 288 Harmonised long-term interest rates for convergence assessment purposes
## 289 Harmonised long-term interest rates for convergence assessment purposes
## 290 Harmonised long-term interest rates for convergence assessment purposes
## 291 Harmonised long-term interest rates for convergence assessment purposes
## 292 Harmonised long-term interest rates for convergence assessment purposes
## 293 Harmonised long-term interest rates for convergence assessment purposes
## 294 Harmonised long-term interest rates for convergence assessment purposes
## 295 Harmonised long-term interest rates for convergence assessment purposes
## 296 Harmonised long-term interest rates for convergence assessment purposes
## 297 Harmonised long-term interest rates for convergence assessment purposes
## 298 Harmonised long-term interest rates for convergence assessment purposes
## 299 Harmonised long-term interest rates for convergence assessment purposes
## 300 Harmonised long-term interest rates for convergence assessment purposes
## 301 Harmonised long-term interest rates for convergence assessment purposes
## 302 Harmonised long-term interest rates for convergence assessment purposes
## 303 Harmonised long-term interest rates for convergence assessment purposes
## 304 Harmonised long-term interest rates for convergence assessment purposes
## 305 Harmonised long-term interest rates for convergence assessment purposes
## 306 Harmonised long-term interest rates for convergence assessment purposes
## 307 Harmonised long-term interest rates for convergence assessment purposes
## 308 Harmonised long-term interest rates for convergence assessment purposes
## 309 Harmonised long-term interest rates for convergence assessment purposes
## 310 Harmonised long-term interest rates for convergence assessment purposes
## 311 Harmonised long-term interest rates for convergence assessment purposes
## 312 Harmonised long-term interest rates for convergence assessment purposes
## 313 Harmonised long-term interest rates for convergence assessment purposes
## 314 Harmonised long-term interest rates for convergence assessment purposes
## 315 Harmonised long-term interest rates for convergence assessment purposes
## 316 Harmonised long-term interest rates for convergence assessment purposes
## 317 Harmonised long-term interest rates for convergence assessment purposes
## 318 Harmonised long-term interest rates for convergence assessment purposes
## 319 Harmonised long-term interest rates for convergence assessment purposes
## 320 Harmonised long-term interest rates for convergence assessment purposes
## 321 Harmonised long-term interest rates for convergence assessment purposes
## 322 Harmonised long-term interest rates for convergence assessment purposes
## 323 Harmonised long-term interest rates for convergence assessment purposes
## 324 Harmonised long-term interest rates for convergence assessment purposes
## Units Obs..status
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## 90 NA A
## 91 NA A
## 92 NA A
## 93 NA A
## 94 NA A
## 95 NA A
## 96 NA A
## 97 NA A
## 98 NA A
## 99 NA A
## 100 NA A
## 101 NA A
## 102 NA A
## 103 NA A
## 104 NA A
## 105 NA A
## 106 NA A
## 107 NA A
## 108 NA A
## 109 NA A
## 110 NA A
## 111 NA A
## 112 NA A
## 113 NA A
## 114 NA A
## 115 NA A
## 116 NA A
## 117 NA A
## 118 NA A
## 119 NA A
## 120 NA A
## 121 NA A
## 122 NA A
## 123 NA A
## 124 NA A
## 125 NA A
## 126 NA A
## 127 NA A
## 128 NA A
## 129 NA A
## 130 NA A
## 131 NA A
## 132 NA A
## 133 NA A
## 134 NA A
## 135 NA A
## 136 NA A
## 137 NA A
## 138 NA A
## 139 NA A
## 140 NA A
## 141 NA A
## 142 NA A
## 143 NA A
## 144 NA A
## 145 NA A
## 146 NA A
## 147 NA A
## 148 NA A
## 149 NA A
## 150 NA A
## 151 NA A
## 152 NA A
## 153 NA A
## 154 NA A
## 155 NA A
## 156 NA A
## 157 NA A
## 158 NA A
## 159 NA A
## 160 NA A
## 161 NA A
## 162 NA A
## 163 NA A
## 164 NA A
## 165 NA A
## 166 NA A
## 167 NA A
## 168 NA A
## 169 NA A
## 170 NA A
## 171 NA A
## 172 NA A
## 173 NA A
## 174 NA A
## 175 NA A
## 176 NA A
## 177 NA A
## 178 NA A
## 179 NA A
## 180 NA A
## 181 NA A
## 182 NA A
## 183 NA A
## 184 NA A
## 185 NA A
## 186 NA A
## 187 NA A
## 188 NA A
## 189 NA A
## 190 NA A
## 191 NA A
## 192 NA A
## 193 NA A
## 194 NA A
## 195 NA A
## 196 NA A
## 197 NA A
## 198 NA A
## 199 NA A
## 200 NA A
## 201 NA A
## 202 NA A
## 203 NA A
## 204 NA A
## 205 NA A
## 206 NA A
## 207 NA A
## 208 NA A
## 209 NA A
## 210 NA A
## 211 NA A
## 212 NA A
## 213 NA A
## 214 NA A
## 215 NA A
## 216 NA A
## 217 NA A
## 218 NA A
## 219 NA A
## 220 NA A
## 221 NA A
## 222 NA A
## 223 NA A
## 224 NA A
## 225 NA A
## 226 NA A
## 227 NA A
## 228 NA A
## 229 NA A
## 230 NA A
## 231 NA A
## 232 NA A
## 233 NA A
## 234 NA A
## 235 NA A
## 236 NA A
## 237 NA A
## 238 NA A
## 239 NA A
## 240 NA A
## 241 NA A
## 242 NA A
## 243 NA A
## 244 NA A
## 245 NA A
## 246 NA A
## 247 NA A
## 248 NA A
## 249 NA A
## 250 NA A
## 251 NA A
## 252 NA A
## 253 NA A
## 254 NA A
## 255 NA A
## 256 NA A
## 257 NA A
## 258 NA A
## 259 NA A
## 260 NA A
## 261 NA A
## 262 NA A
## 263 NA A
## 264 NA A
## 265 NA A
## 266 NA A
## 267 NA A
## 268 NA A
## 269 NA A
## 270 NA A
## 271 NA A
## 272 NA A
## 273 NA A
## 274 NA A
## 275 NA A
## 276 NA A
## 277 NA A
## 278 NA A
## 279 NA A
## 280 NA A
## 281 NA A
## 282 NA A
## 283 NA A
## 284 NA A
## 285 NA A
## 286 NA A
## 287 NA A
## 288 NA A
## 289 NA A
## 290 NA A
## 291 NA A
## 292 NA A
## 293 NA A
## 294 NA A
## 295 NA A
## 296 NA A
## 297 NA A
## 298 NA A
## 299 NA A
## 300 NA A
## 301 NA A
## 302 NA A
## 303 NA A
## 304 NA A
## 305 NA A
## 306 NA A
## 307 NA A
## 308 NA A
## 309 NA A
## 310 NA A
## 311 NA A
## 312 NA A
## 313 NA A
## 314 NA A
## 315 NA A
## 316 NA A
## 317 NA A
## 318 NA A
## 319 NA A
## 320 NA A
## 321 NA A
## 322 NA A
## 323 NA A
## 324 NA AData Transformation
Since the dataset solely includes ISO Series keys, it’s necessary to extract country abbreviations and create a column with the complete country names for clarity.
rawdata2$EU_ISO <- gsub("^(?:[^\\.]*\\.){2}([^\\.]*)\\..*$", "\\1", rawdata2$Series.key)
rawdata2 <- rawdata2[, c("EU_ISO", names(rawdata2)[-which(names(rawdata2) == "EU_ISO")])]
rawdata2$Country <- countrycode(rawdata2$EU_ISO, "iso2c", "country.name")
rawdata2 <- rawdata2[, c("Country", names(rawdata2)[-which(names(rawdata2) == "Country")])]
rawdata2 <- rawdata2 %>% arrange(Country, `Obs..Date`)
rawdata2 <- rawdata2 %>% rename(Month = `Obs..Date`, Interest_Rate = `Obs..value`)
interestdata <- select(rawdata2,Country,EU_ISO,Month,Interest_Rate,Series.key)
interestdata <- separate(interestdata, Month, into = c("Year", "Month"), sep = "-")
interestdata## Country EU_ISO Year Month Interest_Rate Series.key
## 1 Austria AT 2023 01 2.81 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 2 Austria AT 2023 02 3.04 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 3 Austria AT 2023 03 3.06 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 4 Austria AT 2023 04 3.03 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 5 Austria AT 2023 05 3.03 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 6 Austria AT 2023 06 3.05 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 7 Austria AT 2023 07 3.12 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 8 Austria AT 2023 08 3.18 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 9 Austria AT 2023 09 3.29 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 10 Austria AT 2023 10 3.49 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 11 Austria AT 2023 11 3.21 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 12 Austria AT 2023 12 2.68 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 13 Belgium BE 2023 01 2.79 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 14 Belgium BE 2023 02 2.96 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 15 Belgium BE 2023 03 3.04 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 16 Belgium BE 2023 04 3.06 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 17 Belgium BE 2023 05 3.04 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 18 Belgium BE 2023 06 3.05 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 19 Belgium BE 2023 07 3.14 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 20 Belgium BE 2023 08 3.22 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 21 Belgium BE 2023 09 3.32 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 22 Belgium BE 2023 10 3.52 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 23 Belgium BE 2023 11 3.23 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 24 Belgium BE 2023 12 2.70 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 25 Bulgaria BG 2023 01 1.85 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 26 Bulgaria BG 2023 02 2.73 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 27 Bulgaria BG 2023 03 4.21 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 28 Bulgaria BG 2023 04 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 29 Bulgaria BG 2023 05 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 30 Bulgaria BG 2023 06 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 31 Bulgaria BG 2023 07 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 32 Bulgaria BG 2023 08 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 33 Bulgaria BG 2023 09 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 34 Bulgaria BG 2023 10 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 35 Bulgaria BG 2023 11 4.03 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 36 Bulgaria BG 2023 12 4.01 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 37 Croatia HR 2023 01 3.65 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 38 Croatia HR 2023 02 3.76 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 39 Croatia HR 2023 03 3.86 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 40 Croatia HR 2023 04 3.72 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 41 Croatia HR 2023 05 3.71 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 42 Croatia HR 2023 06 3.73 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 43 Croatia HR 2023 07 3.74 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 44 Croatia HR 2023 08 3.93 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 45 Croatia HR 2023 09 3.95 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 46 Croatia HR 2023 10 4.18 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 47 Croatia HR 2023 11 3.93 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 48 Croatia HR 2023 12 3.39 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 49 Cyprus CY 2023 01 4.19 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 50 Cyprus CY 2023 02 4.13 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 51 Cyprus CY 2023 03 4.15 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 52 Cyprus CY 2023 04 4.01 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 53 Cyprus CY 2023 05 3.97 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 54 Cyprus CY 2023 06 3.79 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 55 Cyprus CY 2023 07 3.74 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 56 Cyprus CY 2023 08 3.84 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 57 Cyprus CY 2023 09 3.99 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 58 Cyprus CY 2023 10 4.13 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 59 Cyprus CY 2023 11 3.79 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 60 Cyprus CY 2023 12 3.23 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 61 Czechia CZ 2023 01 4.47 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 62 Czechia CZ 2023 02 4.61 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 63 Czechia CZ 2023 03 4.67 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 64 Czechia CZ 2023 04 4.65 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 65 Czechia CZ 2023 05 4.50 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 66 Czechia CZ 2023 06 4.35 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 67 Czechia CZ 2023 07 4.15 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 68 Czechia CZ 2023 08 4.26 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 69 Czechia CZ 2023 09 4.49 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 70 Czechia CZ 2023 10 4.72 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 71 Czechia CZ 2023 11 4.42 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 72 Czechia CZ 2023 12 3.97 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 73 Denmark DK 2023 01 2.43 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 74 Denmark DK 2023 02 2.55 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 75 Denmark DK 2023 03 2.55 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 76 Denmark DK 2023 04 2.60 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 77 Denmark DK 2023 05 2.54 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 78 Denmark DK 2023 06 2.57 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 79 Denmark DK 2023 07 2.70 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 80 Denmark DK 2023 08 2.77 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 81 Denmark DK 2023 09 2.83 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 82 Denmark DK 2023 10 3.05 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 83 Denmark DK 2023 11 2.79 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 84 Denmark DK 2023 12 2.28 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 85 Estonia EE 2023 01 3.79 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 86 Estonia EE 2023 02 3.83 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 87 Estonia EE 2023 03 3.96 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 88 Estonia EE 2023 04 3.89 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 89 Estonia EE 2023 05 3.94 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 90 Estonia EE 2023 06 3.94 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 91 Estonia EE 2023 07 4.09 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 92 Estonia EE 2023 08 4.15 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 93 Estonia EE 2023 09 4.25 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 94 Estonia EE 2023 10 4.09 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 95 Estonia EE 2023 11 3.67 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 96 Estonia EE 2023 12 3.21 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 97 Finland FI 2023 01 2.77 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 98 Finland FI 2023 02 2.94 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 99 Finland FI 2023 03 2.98 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 100 Finland FI 2023 04 2.96 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 101 Finland FI 2023 05 2.98 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 102 Finland FI 2023 06 3.00 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 103 Finland FI 2023 07 3.07 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 104 Finland FI 2023 08 3.15 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 105 Finland FI 2023 09 3.25 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 106 Finland FI 2023 10 3.47 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 107 Finland FI 2023 11 3.20 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 108 Finland FI 2023 12 2.68 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 109 France FR 2023 01 2.69 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 110 France FR 2023 02 2.87 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 111 France FR 2023 03 2.92 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 112 France FR 2023 04 2.90 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 113 France FR 2023 05 2.94 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 114 France FR 2023 06 2.93 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 115 France FR 2023 07 3.04 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 116 France FR 2023 08 3.11 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 117 France FR 2023 09 3.24 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 118 France FR 2023 10 3.45 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 119 France FR 2023 11 3.19 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 120 France FR 2023 12 2.65 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 121 Germany DE 2023 01 2.19 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 122 Germany DE 2023 02 2.37 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 123 Germany DE 2023 03 2.38 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 124 Germany DE 2023 04 2.36 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 125 Germany DE 2023 05 2.34 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 126 Germany DE 2023 06 2.38 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 127 Germany DE 2023 07 2.46 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 128 Germany DE 2023 08 2.55 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 129 Germany DE 2023 09 2.66 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 130 Germany DE 2023 10 2.82 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 131 Germany DE 2023 11 2.60 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 132 Germany DE 2023 12 2.10 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 133 Greece GR 2023 01 4.29 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 134 Greece GR 2023 02 4.26 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 135 Greece GR 2023 03 4.29 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 136 Greece GR 2023 04 4.22 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 137 Greece GR 2023 05 3.98 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 138 Greece GR 2023 06 3.71 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 139 Greece GR 2023 07 3.85 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 140 Greece GR 2023 08 3.88 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 141 Greece GR 2023 09 4.08 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 142 Greece GR 2023 10 4.30 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 143 Greece GR 2023 11 3.88 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 144 Greece GR 2023 12 3.28 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 145 Hungary HU 2023 01 7.76 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 146 Hungary HU 2023 02 8.23 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 147 Hungary HU 2023 03 8.54 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 148 Hungary HU 2023 04 8.35 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 149 Hungary HU 2023 05 7.78 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 150 Hungary HU 2023 06 7.20 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 151 Hungary HU 2023 07 7.10 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 152 Hungary HU 2023 08 7.40 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 153 Hungary HU 2023 09 7.08 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 154 Hungary HU 2023 10 7.53 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 155 Hungary HU 2023 11 7.01 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 156 Hungary HU 2023 12 6.17 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 157 Ireland IE 2023 01 2.65 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 158 Ireland IE 2023 02 2.86 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 159 Ireland IE 2023 03 2.86 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 160 Ireland IE 2023 04 2.77 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 161 Ireland IE 2023 05 2.79 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 162 Ireland IE 2023 06 2.78 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 163 Ireland IE 2023 07 2.90 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 164 Ireland IE 2023 08 2.96 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 165 Ireland IE 2023 09 3.09 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 166 Ireland IE 2023 10 3.27 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 167 Ireland IE 2023 11 3.01 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 168 Ireland IE 2023 12 2.46 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 169 Italy IT 2023 01 4.24 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 170 Italy IT 2023 02 4.27 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 171 Italy IT 2023 03 4.24 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 172 Italy IT 2023 04 4.23 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 173 Italy IT 2023 05 4.31 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 174 Italy IT 2023 06 4.07 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 175 Italy IT 2023 07 4.16 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 176 Italy IT 2023 08 4.22 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 177 Italy IT 2023 09 4.51 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 178 Italy IT 2023 10 4.89 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 179 Italy IT 2023 11 4.43 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 180 Italy IT 2023 12 3.82 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 181 Latvia LV 2023 01 3.70 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 182 Latvia LV 2023 02 3.68 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 183 Latvia LV 2023 03 3.91 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 184 Latvia LV 2023 04 3.88 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 185 Latvia LV 2023 05 3.83 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 186 Latvia LV 2023 06 3.79 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 187 Latvia LV 2023 07 3.81 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 188 Latvia LV 2023 08 3.85 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 189 Latvia LV 2023 09 3.88 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 190 Latvia LV 2023 10 4.14 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 191 Latvia LV 2023 11 3.98 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 192 Latvia LV 2023 12 3.49 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 193 Lithuania LT 2023 01 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 194 Lithuania LT 2023 02 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 195 Lithuania LT 2023 03 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 196 Lithuania LT 2023 04 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 197 Lithuania LT 2023 05 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 198 Lithuania LT 2023 06 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 199 Lithuania LT 2023 07 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 200 Lithuania LT 2023 08 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 201 Lithuania LT 2023 09 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 202 Lithuania LT 2023 10 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 203 Lithuania LT 2023 11 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 204 Lithuania LT 2023 12 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 205 Luxembourg LU 2023 01 2.70 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 206 Luxembourg LU 2023 02 2.89 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 207 Luxembourg LU 2023 03 2.99 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 208 Luxembourg LU 2023 04 2.96 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 209 Luxembourg LU 2023 05 2.95 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 210 Luxembourg LU 2023 06 2.95 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 211 Luxembourg LU 2023 07 3.03 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 212 Luxembourg LU 2023 08 3.08 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 213 Luxembourg LU 2023 09 3.16 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 214 Luxembourg LU 2023 10 3.32 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 215 Luxembourg LU 2023 11 3.03 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 216 Luxembourg LU 2023 12 2.53 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 217 Malta MT 2023 01 3.55 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 218 Malta MT 2023 02 3.61 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 219 Malta MT 2023 03 3.58 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 220 Malta MT 2023 04 3.60 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 221 Malta MT 2023 05 3.64 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 222 Malta MT 2023 06 3.68 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 223 Malta MT 2023 07 3.78 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 224 Malta MT 2023 08 3.79 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 225 Malta MT 2023 09 3.93 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 226 Malta MT 2023 10 4.18 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 227 Malta MT 2023 11 3.86 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 228 Malta MT 2023 12 3.31 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 229 Netherlands NL 2023 01 2.50 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 230 Netherlands NL 2023 02 2.68 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 231 Netherlands NL 2023 03 2.76 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 232 Netherlands NL 2023 04 2.72 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 233 Netherlands NL 2023 05 2.73 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 234 Netherlands NL 2023 06 2.75 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 235 Netherlands NL 2023 07 2.84 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 236 Netherlands NL 2023 08 2.92 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 237 Netherlands NL 2023 09 3.04 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 238 Netherlands NL 2023 10 3.21 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 239 Netherlands NL 2023 11 2.95 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 240 Netherlands NL 2023 12 2.42 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 241 Poland PL 2023 01 6.02 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 242 Poland PL 2023 02 6.18 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 243 Poland PL 2023 03 6.14 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 244 Poland PL 2023 04 6.07 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 245 Poland PL 2023 05 5.93 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 246 Poland PL 2023 06 5.91 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 247 Poland PL 2023 07 5.54 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 248 Poland PL 2023 08 5.59 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 249 Poland PL 2023 09 5.68 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 250 Poland PL 2023 10 5.84 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 251 Poland PL 2023 11 5.54 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 252 Poland PL 2023 12 5.21 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 253 Portugal PT 2023 01 3.13 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 254 Portugal PT 2023 02 3.27 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 255 Portugal PT 2023 03 3.27 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 256 Portugal PT 2023 04 3.20 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 257 Portugal PT 2023 05 3.16 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 258 Portugal PT 2023 06 3.09 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 259 Portugal PT 2023 07 3.23 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 260 Portugal PT 2023 08 3.31 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 261 Portugal PT 2023 09 3.45 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 262 Portugal PT 2023 10 3.59 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 263 Portugal PT 2023 11 3.30 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 264 Portugal PT 2023 12 2.86 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 265 Romania RO 2023 01 6.80 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 266 Romania RO 2023 02 7.46 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 267 Romania RO 2023 03 7.10 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 268 Romania RO 2023 04 7.00 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 269 Romania RO 2023 05 6.30 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 270 Romania RO 2023 06 6.11 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 271 Romania RO 2023 07 6.20 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 272 Romania RO 2023 08 6.34 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 273 Romania RO 2023 09 7.48 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 274 Romania RO 2023 10 6.81 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 275 Romania RO 2023 11 6.75 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 276 Romania RO 2023 12 6.19 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 277 Slovakia SK 2023 01 3.25 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 278 Slovakia SK 2023 02 3.40 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 279 Slovakia SK 2023 03 3.58 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 280 Slovakia SK 2023 04 3.66 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 281 Slovakia SK 2023 05 3.59 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 282 Slovakia SK 2023 06 3.62 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 283 Slovakia SK 2023 07 3.69 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 284 Slovakia SK 2023 08 3.80 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 285 Slovakia SK 2023 09 3.91 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 286 Slovakia SK 2023 10 4.12 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 287 Slovakia SK 2023 11 3.86 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 288 Slovakia SK 2023 12 3.31 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 289 Slovenia SI 2023 01 3.25 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 290 Slovenia SI 2023 02 3.38 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 291 Slovenia SI 2023 03 3.54 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 292 Slovenia SI 2023 04 3.34 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 293 Slovenia SI 2023 05 3.15 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 294 Slovenia SI 2023 06 3.38 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 295 Slovenia SI 2023 07 3.40 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 296 Slovenia SI 2023 08 3.48 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 297 Slovenia SI 2023 09 3.47 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 298 Slovenia SI 2023 10 3.67 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 299 Slovenia SI 2023 11 3.53 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 300 Slovenia SI 2023 12 3.26 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 301 Spain ES 2023 01 3.20 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 302 Spain ES 2023 02 3.39 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 303 Spain ES 2023 03 3.43 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 304 Spain ES 2023 04 3.40 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 305 Spain ES 2023 05 3.41 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 306 Spain ES 2023 06 3.40 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 307 Spain ES 2023 07 3.49 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 308 Spain ES 2023 08 3.57 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 309 Spain ES 2023 09 3.71 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 310 Spain ES 2023 10 3.95 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 311 Spain ES 2023 11 3.65 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 312 Spain ES 2023 12 3.12 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 313 Sweden SE 2023 01 2.08 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 314 Sweden SE 2023 02 2.37 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 315 Sweden SE 2023 03 2.35 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 316 Sweden SE 2023 04 2.37 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 317 Sweden SE 2023 05 2.32 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 318 Sweden SE 2023 06 2.46 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 319 Sweden SE 2023 07 2.52 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 320 Sweden SE 2023 08 2.75 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 321 Sweden SE 2023 09 2.87 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 322 Sweden SE 2023 10 3.02 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 323 Sweden SE 2023 11 2.75 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 324 Sweden SE 2023 12 2.21 IRS.M.SE.L.L40.CI.0000.SEK.N.Zggplot(data = interestdata, aes(x = Month, y = Interest_Rate, color = Country)) +
geom_point() +
labs(x = "Month", y = "Interest Rate", title = "2023 Interest Rate by Country and Month")
filtered_raw <- rawdata2 %>%
filter(Month %in% c("2023-01", "2023-12"))
filtered_data <- select(filtered_raw,Country,EU_ISO,Month,Interest_Rate,Series.key)
filtered_data## Country EU_ISO Month Interest_Rate Series.key
## 1 Austria AT 2023-01 2.81 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 2 Austria AT 2023-12 2.68 IRS.M.AT.L.L40.CI.0000.EUR.N.Z
## 3 Belgium BE 2023-01 2.79 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 4 Belgium BE 2023-12 2.70 IRS.M.BE.L.L40.CI.0000.EUR.N.Z
## 5 Bulgaria BG 2023-01 1.85 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 6 Bulgaria BG 2023-12 4.01 IRS.M.BG.L.L40.CI.0000.BGN.N.Z
## 7 Croatia HR 2023-01 3.65 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 8 Croatia HR 2023-12 3.39 IRS.M.HR.L.L40.CI.0000.EUR.N.Z
## 9 Cyprus CY 2023-01 4.19 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 10 Cyprus CY 2023-12 3.23 IRS.M.CY.L.L40.CI.0000.EUR.N.Z
## 11 Czechia CZ 2023-01 4.47 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 12 Czechia CZ 2023-12 3.97 IRS.M.CZ.L.L40.CI.0000.CZK.N.Z
## 13 Denmark DK 2023-01 2.43 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 14 Denmark DK 2023-12 2.28 IRS.M.DK.L.L40.CI.0000.DKK.N.Z
## 15 Estonia EE 2023-01 3.79 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 16 Estonia EE 2023-12 3.21 IRS.M.EE.L.L40.CI.0000.EUR.N.Z
## 17 Finland FI 2023-01 2.77 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 18 Finland FI 2023-12 2.68 IRS.M.FI.L.L40.CI.0000.EUR.N.Z
## 19 France FR 2023-01 2.69 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 20 France FR 2023-12 2.65 IRS.M.FR.L.L40.CI.0000.EUR.N.Z
## 21 Germany DE 2023-01 2.19 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 22 Germany DE 2023-12 2.10 IRS.M.DE.L.L40.CI.0000.EUR.N.Z
## 23 Greece GR 2023-01 4.29 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 24 Greece GR 2023-12 3.28 IRS.M.GR.L.L40.CI.0000.EUR.N.Z
## 25 Hungary HU 2023-01 7.76 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 26 Hungary HU 2023-12 6.17 IRS.M.HU.L.L40.CI.0000.HUF.N.Z
## 27 Ireland IE 2023-01 2.65 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 28 Ireland IE 2023-12 2.46 IRS.M.IE.L.L40.CI.0000.EUR.N.Z
## 29 Italy IT 2023-01 4.24 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 30 Italy IT 2023-12 3.82 IRS.M.IT.L.L40.CI.0000.EUR.N.Z
## 31 Latvia LV 2023-01 3.70 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 32 Latvia LV 2023-12 3.49 IRS.M.LV.L.L40.CI.0000.EUR.N.Z
## 33 Lithuania LT 2023-01 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 34 Lithuania LT 2023-12 2.88 IRS.M.LT.L.L40.CI.0000.EUR.N.Z
## 35 Luxembourg LU 2023-01 2.70 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 36 Luxembourg LU 2023-12 2.53 IRS.M.LU.L.L40.CI.0000.EUR.N.Z
## 37 Malta MT 2023-01 3.55 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 38 Malta MT 2023-12 3.31 IRS.M.MT.L.L40.CI.0000.EUR.N.Z
## 39 Netherlands NL 2023-01 2.50 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 40 Netherlands NL 2023-12 2.42 IRS.M.NL.L.L40.CI.0000.EUR.N.Z
## 41 Poland PL 2023-01 6.02 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 42 Poland PL 2023-12 5.21 IRS.M.PL.L.L40.CI.0000.PLN.N.Z
## 43 Portugal PT 2023-01 3.13 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 44 Portugal PT 2023-12 2.86 IRS.M.PT.L.L40.CI.0000.EUR.N.Z
## 45 Romania RO 2023-01 6.80 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 46 Romania RO 2023-12 6.19 IRS.M.RO.L.L40.CI.0000.RON.N.Z
## 47 Slovakia SK 2023-01 3.25 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 48 Slovakia SK 2023-12 3.31 IRS.M.SK.L.L40.CI.0000.EUR.N.Z
## 49 Slovenia SI 2023-01 3.25 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 50 Slovenia SI 2023-12 3.26 IRS.M.SI.L.L40.CI.0000.EUR.N.Z
## 51 Spain ES 2023-01 3.20 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 52 Spain ES 2023-12 3.12 IRS.M.ES.L.L40.CI.0000.EUR.N.Z
## 53 Sweden SE 2023-01 2.08 IRS.M.SE.L.L40.CI.0000.SEK.N.Z
## 54 Sweden SE 2023-12 2.21 IRS.M.SE.L.L40.CI.0000.SEK.N.Zfiltered_update <- filtered_data %>%
pivot_wider(names_from = Month, values_from = Interest_Rate)
filtered_update <- filtered_update %>%
mutate(Change = `2023-12` - `2023-01`,
Percentage_Change = Change / `2023-01` * 100) %>%
arrange(Percentage_Change)
filtered_update## # A tibble: 27 × 7
## Country EU_ISO Series.key `2023-01` `2023-12` Change Percentage_Change
## <chr> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
## 1 Greece GR IRS.M.GR.L.L40.… 4.29 3.28 -1.01 -23.5
## 2 Cyprus CY IRS.M.CY.L.L40.… 4.19 3.23 -0.96 -22.9
## 3 Hungary HU IRS.M.HU.L.L40.… 7.76 6.17 -1.59 -20.5
## 4 Estonia EE IRS.M.EE.L.L40.… 3.79 3.21 -0.58 -15.3
## 5 Poland PL IRS.M.PL.L.L40.… 6.02 5.21 -0.810 -13.5
## 6 Czechia CZ IRS.M.CZ.L.L40.… 4.47 3.97 -0.500 -11.2
## 7 Italy IT IRS.M.IT.L.L40.… 4.24 3.82 -0.420 -9.91
## 8 Romania RO IRS.M.RO.L.L40.… 6.8 6.19 -0.610 -8.97
## 9 Portugal PT IRS.M.PT.L.L40.… 3.13 2.86 -0.27 -8.63
## 10 Ireland IE IRS.M.IE.L.L40.… 2.65 2.46 -0.19 -7.17
## # ℹ 17 more rowssummary(filtered_update$Percentage_Change)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -23.543 -9.438 -6.173 -2.623 -2.850 116.757ggplot(data = filtered_update, aes(x = Country, y = Percentage_Change)) +
geom_bar(stat = "identity", fill = "skyblue") +
labs(x = "Country", y = "Percentage Change", title = "2023 Interst Rate Percentage Change by Country") +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
Conclusion
In summary, Hungary consistently has the highest interest rate among all EU countries. Over the course of the year, Greece experienced the largest percentage decrease, falling by 23.54%. Lithuania maintained the same interest rate from January to December, making it the most stable in terms of interest rates. Additionally, Bulgaria saw the largest percentage increase, rising by 116.76%.