Author: Rob van de Laar, Jacco Daalmans
Processing energy prices for the Consumer Price Index

5. Annex: results

5.1 Index series by contract duration

Geary-Khamis index by contract duration for electricity
JaarmGK_FBEW_lpt0_ElekGK_FBEW_lpt1_2_ElekGK_FBEW_lpt3_ElekGK_FBEW_lpt4_5_Elek
2020January1111
2020February10.991.011
2020March10.991.011
2020April10.981.011
2020May0.990.971.021
2020June0.990.961.021
2020July0.960.951.021
2020August0.960.951.021
2020September0.960.941.021
2020Oktober0.960.931.021
2020November0.960.931.021
2020December0.960.931.021
2021January0.890.870.970.94
2021February0.880.860.970.95
2021March0.880.860.970.95
2021April0.880.870.980.95
2021May0.890.870.980.95
2021June0.890.890.980.96
2021July0.980.90.990.97
2021August0.980.9210.97
2021September0.990.9410.98
2021Oktober10.971.010.99
2021November1.061.021.021
2021December1.121.071.031
2022January0.960.730.640.62
2022February10.810.650.63
2022March10.890.650.63
2022April1.060.960.660.63
2022May1.11.010.660.63
2022June1.111.070.660.63
2022July1.141.030.60.57
2022August1.181.090.610.57
2022September1.281.140.620.57
2022Oktober1.541.180.620.57
2022November2.111.230.630.57
2022December2.111.471.010.65
2023January2.031.661.161.01
2023February21.691.161.01
2023March1.971.721.161.01
2023April1.841.681.171.01
2023May1.81.651.171.01

Explanation: the Geary-Khamis index by contract duration (0, 1-2, 3 or 4-5 years, see Section 3.3.1) for electricity, calculated using the Fixed-Base Expanding Window (FBEW) extension method (Jan 2020=1). The respondents have been aggregated by contract duration. The series for individual respondents are not shown here for privacy reasons.

Geary-Khamis index by contract duration for natural gas
JaarmGK_FBEW_lpt1_2_GasGK_FBEW_lpt0_GasGK_FBEW_lpt3_GasGK_FBEW_lpt4_5_Gas
2020January1111
2020February0.99111
2020March0.98111
2020April0.98111
2020May0.97111
2020June0.97111
2020July0.960.9511
2020August0.960.950.990.99
2020September0.950.950.990.99
2020Oktober0.950.950.990.99
2020November0.940.950.990.99
2020December0.940.950.990.99
2021January0.970.961.021.02
2021February0.960.961.021.02
2021March0.960.961.021.02
2021April0.960.961.021.02
2021May0.970.961.021.02
2021June0.970.971.021.02
2021July0.980.991.021.02
2021August0.990.991.021.02
2021September111.021.02
2021Oktober1.0111.021.02
2021November1.041.041.031.03
2021December1.071.081.031.03
2022January0.981.250.870.87
2022February1.081.310.880.88
2022March1.191.320.880.88
2022April1.291.430.890.88
2022May1.361.490.890.87
2022June1.451.510.890.88
2022July1.411.630.810.79
2022August1.51.660.820.79
2022September1.581.810.830.79
2022Oktober1.642.180.840.79
2022November1.712.860.850.79
2022December1.762.860.850.79
2023January1.862.061.311.27
2023February1.862.021.311.27
2023March1.851.991.311.27
2023April1.811.821.321.27
2023May1.761.751.321.27
  

Explanation: the Geary-Khamis index by contract duration (0, 1-2, 3 or 4-5 years, see Section 3.3.1) for natural gas, calculated using the Fixed-Base Expanding Window (FBEW) extension method (Jan 2020=1). The respondents have been aggregated by contract duration.

5.2 Derived series

Derived index series for electricity
JaarmGK_pb_Elek_afgGK_FBEW_ps_Elek_afgGK_pb_Elek
2020January111
2020February111
2020March111
2020April111
2020May111
2020June110.99
2020July0.990.990.98
2020August0.980.980.98
2020September0.980.980.97
2020Oktober0.980.980.97
2020November0.980.980.97
2020December0.980.980.97
2021January1.021.020.91
2021February1.021.020.91
2021March1.021.020.91
2021April1.021.020.91
2021May1.031.030.91
2021June1.031.030.92
2021July1.081.080.97
2021August1.091.090.98
2021September1.11.10.98
2021Oktober1.111.111
2021November1.151.151.04
2021December1.21.21.08
2022January1.361.360.82
2022February1.41.40.86
2022March1.411.410.87
2022April1.461.460.91
2022May1.491.490.94
2022June1.511.510.96
2022July1.631.630.95
2022August1.661.660.98
2022September1.741.741.05
2022Oktober1.961.951.22
2022November2.452.431.62
2022December2.542.531.69
2023January1.91.891.7
2023February1.871.861.68
2023March1.841.831.66
2023April1.721.721.58
2023May1.71.691.55

Explanation: the derived Geary-Khamis series for electricity with intermediate step per respondent (“GK_pb_Elek_afg”) and without intermediate step per respondent (“GK_FBEW_ps_Elek_afg”), and the standard (non-derived) Geary-Khamis series for electricity (“GK_pb_Elek”) (Jan 2020=1).

Derived index series for natural gas
JaarmGK_pb_GasGK_pb_Gas_afgGK_FBEW_ps_Gas_afg
2020January111
2020February111
2020March111
2020April10.990.99
2020May0.990.990.99
2020June0.990.990.99
2020July0.970.970.97
2020August0.970.960.96
2020September0.960.960.96
2020Oktober0.960.960.96
2020November0.960.960.96
2020December0.960.960.96
2021January0.980.950.95
2021February0.980.950.95
2021March0.980.950.95
2021April0.980.950.95
2021May0.980.950.95
2021June0.980.950.95
2021July10.970.97
2021August10.970.97
2021September1.010.970.97
2021Oktober1.010.980.98
2021November1.041.011.01
2021December1.061.031.03
2022January1.091.221.22
2022February1.141.261.27
2022March1.161.291.29
2022April1.231.361.36
2022May1.281.41.4
2022June1.31.421.42
2022July1.351.611.61
2022August1.381.641.64
2022September1.471.751.75
2022Oktober1.722.022.01
2022November2.192.532.5
2022December2.22.542.5
2023January1.751.531.51
2023February1.731.51.48
2023March1.71.481.46
2023April1.591.361.34
2023May1.541.31.28
 

Explanation: the derived Geary-Khamis series for natural gas with intermediate step per respondent (“GK_pb_Gas_afg”) and without intermediate step per respondent (“GK_FBEW_ps_Gas_afg”), and the standard (non-derived) Geary-Khamis series for natural gas (“GK_pb_Gas”) (Jan 2020=1).

Derived index series for all expenditures
JaarmGK_pb_All_afgGK_FBEW_ps_All_afgGK_pb_All
2020January1.0001.0001.000
2020February1.0071.0071.007
2020March1.0091.0091.009
2020April1.0141.0141.014
2020May1.0131.0131.013
2020June1.0161.0161.016
2020July1.0271.0271.027
2020August1.0211.0211.021
2020September1.0191.0191.019
2020Oktober1.0241.0241.024
2020November1.0161.0161.016
2020December1.0181.0181.018
2021January1.0161.0161.016
2021February1.0251.0241.025
2021March1.0271.0271.027
2021April1.0311.0311.031
2021May1.0321.0321.032
2021June1.0341.0331.034
2021July1.0381.0381.038
2021August1.0421.0421.042
2021September1.0411.0411.041
2021Oktober1.0501.0491.050
2021November1.0511.0511.051
2021December1.0541.0531.054
2022January1.0641.0481.064
2022February1.0761.0601.076
2022March1.0861.0701.086
2022April1.1001.0841.100
2022May1.1061.0901.106
2022June1.1131.0981.113
2022July1.1321.1091.132
2022August1.1381.1151.138
2022September1.1451.1211.145
2022Oktober1.1691.1441.170
2022November1.1911.1651.193
2022December1.1991.1731.201
2023January1.1831.1691.184
2023February1.1961.1821.197
2023March1.1991.1851.201
2023April1.2101.1951.211

Explanation: the derived Geary-Khamis series for all expenditures with intermediate step per respondent (“GK_pb_All_afg”) and without intermediate step per respondent (“GK_FBEW_ps_All_afg”), and the standard (non-derived) Geary-Khamis series for electricity (“GK_pb_All”) (Jan 2020=1).

5.3 Series including a method switch

The charts below show the annual-overlap results for a hypothetical switch in April 2023, along with the corresponding year-on-year changes. However, the actual switch happened in June 2023, so the charts look different in practice.

Method switch for electricity
JaarmPub_ElekGK_pb_ElekOv_ao_Elek
2020January111
2020February0.9910.99
2020March0.9810.98
2020April0.9610.96
2020May0.9510.95
2020June0.940.990.94
2020July0.940.980.94
2020August0.940.980.94
2020September0.950.970.95
2020Oktober0.950.970.95
2020November0.960.970.96
2020December0.960.970.96
2021January0.910.910.91
2021February0.940.910.94
2021March0.950.910.95
2021April0.970.910.97
2021May0.970.910.97
2021June10.921
2021July1.090.971.09
2021August1.10.981.1
2021September1.180.981.18
2021Oktober1.3311.33
2021November1.681.041.68
2021December1.951.081.95
2022January1.920.821.92
2022February1.830.861.83
2022March2.690.872.69
2022April2.470.912.47
2022May2.120.942.12
2022June20.962
2022July2.350.952.35
2022August2.740.982.74
2022September3.41.053.4
2022Oktober3.471.223.47
2022November2.851.622.85
2022December2.821.692.82
2023January2.171.72.17
2023February2.11.682.1
2023March2.031.662.03
2023April2.061.581.53
2023MayNA1.551.51
 

Explanation: switch with annual-overlap (“ao_”) for electricity. The switch series (“Ov_ao_Elek”) coincides with the published series (“Pub_Elek”) until the month of the switch. From that month onwards, the switch series (“Ov_ao_Elek”) roughly coincides with the transaction data index (“GK_pb_Elek”).

Method switch for natural gas
JaarmGK_pb_GasOv_ao_GasPub_Gas
2020January111
2020February10.990.99
2020March10.980.98
2020April10.970.97
2020May0.990.970.97
2020June0.990.960.96
2020July0.970.940.94
2020August0.970.940.94
2020September0.960.940.94
2020Oktober0.960.950.95
2020November0.960.950.95
2020December0.960.950.95
2021January0.980.980.98
2021February0.980.990.99
2021March0.9811
2021April0.9811
2021May0.9811
2021June0.981.011.01
2021July11.051.05
2021August11.071.07
2021September1.011.121.12
2021Oktober1.011.231.23
2021November1.041.451.45
2021December1.061.581.58
2022January1.091.821.82
2022February1.141.741.74
2022March1.162.62.6
2022April1.232.412.41
2022May1.282.12.1
2022June1.31.851.85
2022July1.352.262.26
2022August1.382.892.89
2022September1.473.673.67
2022Oktober1.723.693.69
2022November2.192.532.53
2022December2.22.532.53
2023January1.751.471.47
2023February1.731.391.39
2023March1.71.321.32
2023April1.591.561.27
2023May1.541.51NA

Explanation: switch with annual-overlap (“ao_”) for natural gas. Until the month of the switch, the published series (“Pub_Gas”) coincides with the switch series (“Ov_ao_Gas”). From that month onwards, the switch series (“Ov_ao_Gas”) roughly coincides with the transaction data index (“GK_pb_Gas”).

Method switch for all expenditures
JaarmGK_pb_AllOv_ao_AllPub_All
2020January111
2020February1.0071.0061.006
2020March1.0091.0081.008
2020April1.0141.0131.013
2020May1.0131.0111.011
2020June1.0161.0151.015
2020July1.0271.0261.026
2020August1.0211.0201.020
2020September1.0191.0181.018
2020Oktober1.0241.0241.024
2020November1.0161.0151.015
2020December1.0181.0181.018
2021January1.0161.0161.016
2021February1.0241.0251.025
2021March1.0271.0271.027
2021April1.0311.0321.032
2021May1.0321.0331.033
2021June1.0331.0351.035
2021July1.0381.0401.040
2021August1.0421.0451.045
2021September1.0411.0461.046
2021Oktober1.0491.0591.059
2021November1.0511.0681.068
2021December1.0531.0761.076
2022January1.0481.0811.081
2022February1.0601.0881.088
2022March1.0701.1271.127
2022April1.0841.1311.131
2022May1.0901.1231.123
2022June1.0981.1241.124
2022July1.1091.1471.147
2022August1.1151.1701.170
2022September1.1211.1971.197
2022Oktober1.1441.2101.210
2022November1.1651.1731.173
2022December1.1731.1791.179
2023January1.1691.1631.163
2023February1.1821.1741.174
2023March1.1851.1771.177
2023April1.1951.1941.189
2023May

Explanation: switch with annual-overlap (“ao_”) for all expenditures. Until the month of the switch, the published series (“Pub_All”) coincides with the switch series (“Ov_ao_All”). From that month onwards, the switch series (“Ov_ao_All”) roughly coincides with the transaction data index (“GK_pb_All”).

Year-on-year change with method switch for electricity
Jaarmjm_GK_pb_Elekjm_Pub_Elekjm_Ov_ao_Elek
2021January0.910.910.91
2021February0.910.950.95
2021March0.910.980.98
2021April0.911.011.01
2021May0.921.031.03
2021June0.921.061.06
2021July0.991.161.16
2021August11.161.16
2021September1.011.241.24
2021Oktober1.021.41.4
2021November1.071.751.75
2021December1.112.042.04
2022January0.92.112.11
2022February0.951.941.94
2022March0.962.822.82
2022April12.562.56
2022May1.032.182.18
2022June1.0422
2022July0.992.172.17
2022August1.012.52.5
2022September1.072.882.88
2022Oktober1.232.622.62
2022November1.561.71.7
2022December1.561.441.44
2023January2.071.131.13
2023February1.961.151.15
2023March1.910.760.76
2023April1.720.830.62
2023May1.65NA0.71

Explanation: the annual-overlap year-on-year changes (“jm_Ov_ao_Elek”) coincide with those of the published series (“jm_Pub_Elek”) until the month of the switch. From that month onwards, there is no clear interpretation for the year-on-year changes of the switch series (“jm_Ov_ao_Elek”). They clearly do not coincide with the year-on-year changes of the new transaction data index (“jm_GK_pb_Elek”), as the year-on-year changes of the switch series compare an index from the new method with a figure from the old method.

Year-on-year change with method switch for natural gas
jaarmjm_GK_pb_Gasjm_Ov_ao_Gasjm_Pub_Gas
2021January0.980.980.98
2021February0.980.990.99
2021March0.981.011.01
2021April0.991.031.03
2021May0.991.031.03
2021June0.991.051.05
2021July1.031.121.12
2021August1.041.131.13
2021September1.041.181.18
2021Oktober1.051.311.31
2021November1.081.531.53
2021December1.11.661.66
2022January1.111.861.86
2022February1.161.761.76
2022March1.182.612.61
2022April1.262.412.41
2022May1.32.092.09
2022June1.321.831.83
2022July1.352.142.14
2022August1.372.72.7
2022September1.473.293.29
2022Oktober1.72.992.99
2022November2.121.741.74
2022December2.081.61.6
2023January1.610.810.81
2023February1.520.80.8
2023March1.470.510.51
2023April1.280.650.53
2023May1.20.72NA

Explanation: the year-on-year changes of the switch series (“jm_Ov_ao_Gas”) coincide with those of the published series (“jm_Pub_Gas”) until the month of the switch.

From that month onwards, there is no clear interpretation for the year-on-year changes of the switch series (“jm_Ov_ao_Gas”). They clearly do not coincide with the year-on-year changes of the new transaction data index (“jm_GK_pb_Gas”), as the year-on-year changes of the switch series compare an index from the new method with a figure from the old method.

Method switch for all expenditures
JaarmGK_pb_AllOv_ao_AllPub_All
2020January111
2020February1.0071.0061.006
2020March1.0091.0081.008
2020April1.0141.0131.013
2020May1.0131.0111.011
2020June1.0161.0151.015
2020July1.0271.0261.026
2020August1.0211.0201.020
2020September1.0191.0181.018
2020Oktober1.0241.0241.024
2020November1.0161.0151.015
2020December1.0181.0181.018
2021January1.0161.0161.016
2021February1.0241.0251.025
2021March1.0271.0271.027
2021April1.0311.0321.032
2021May1.0321.0331.033
2021June1.0331.0351.035
2021July1.0381.0401.040
2021August1.0421.0451.045
2021September1.0411.0461.046
2021Oktober1.0491.0591.059
2021November1.0511.0681.068
2021December1.0531.0761.076
2022January1.0481.0811.081
2022February1.0601.0881.088
2022March1.0701.1271.127
2022April1.0841.1311.131
2022May1.0901.1231.123
2022June1.0981.1241.124
2022July1.1091.1471.147
2022August1.1151.1701.170
2022September1.1211.1971.197
2022Oktober1.1441.2101.210
2022November1.1651.1731.173
2022December1.1731.1791.179
2023January1.1691.1631.163
2023February1.1821.1741.174
2023March1.1851.1771.177
2023April1.1951.1941.189

Explanation: the year-on-year changes of the switch series (“jm_Ov_ao_All”) coincide with those of the published series (“jm_Pub_All”) until the month of the switch. From that month onwards, there is no clear interpretation for the year-on-year changes of the switch series (“jm_Ov_ao_All”). They clearly do not coincide with the year-on-year changes of the new transaction data index (“jm_GK_pb_All”), as the year-on-year changes of the switch series compare an index from the new method with a figure from the old method.

5.4 Geary-Khamis and unit-value indices

Geary-Khamis and unit-value indices for electricity
JaarmPub_Elekuv_index_ElekGK_pb_Elek
2020January111
2020February0.9911
2020March0.9811
2020April0.9611
2020May0.9511
2020June0.940.990.99
2020July0.940.980.98
2020August0.940.970.98
2020September0.950.970.97
2020Oktober0.950.970.97
2020November0.960.970.97
2020December0.960.970.97
2021January0.910.910.91
2021February0.940.910.91
2021March0.950.910.91
2021April0.970.910.91
2021May0.970.910.91
2021June10.920.92
2021July1.090.970.97
2021August1.10.980.98
2021September1.180.990.98
2021Oktober1.3311
2021November1.681.041.04
2021December1.951.091.08
2022January1.920.830.82
2022February1.830.880.86
2022March2.690.890.87
2022April2.470.940.91
2022May2.120.980.94
2022June210.96
2022July2.3510.95
2022August2.741.040.98
2022September3.41.121.05
2022Oktober3.471.31.22
2022November2.851.731.62
2022December2.821.821.69
2023January2.171.851.7
2023February2.11.831.68
2023March2.031.821.66
2023April2.061.731.58
2023MayNA1.71.55

Explanation: “Pub” is the published index for electricity based on ACM data, “uv” is the unit-value index based on transaction data, “GK_pb” is the Geary-Khamis index based on transaction data, with the series calculated by respondent (“pb”) as an intermediate step.

Geary-Khamis and unit-value indices for natural gas
Jaarmuv_index_GasGK_pb_GasPub_Gas
2020January111
2020February110.99
2020March110.98
2020April0.9910.97
2020May0.990.990.97
2020June0.990.990.96
2020July0.970.970.94
2020August0.960.970.94
2020September0.960.960.94
2020Oktober0.960.960.95
2020November0.960.960.95
2020December0.960.960.95
2021January0.980.980.98
2021February0.980.980.99
2021March0.980.981
2021April0.980.981
2021May0.980.981
2021June0.980.981.01
2021July111.05
2021August111.07
2021September11.011.12
2021Oktober1.011.011.23
2021November1.041.041.45
2021December1.061.061.58
2022January1.11.091.82
2022February1.161.141.74
2022March1.191.162.6
2022April1.271.232.41
2022May1.321.282.1
2022June1.351.31.85
2022July1.411.352.26
2022August1.441.382.89
2022September1.561.473.67
2022Oktober1.821.723.69
2022November2.332.192.53
2022December2.342.22.53
2023January1.891.751.47
2023February1.871.731.39
2023March1.851.71.32
2023April1.731.591.27
2023May1.671.54NA

Explanation: “Pub” is the published index for natural gas based on ACM data, “uv” is the unit-value index based on transaction data, “GK_pb” is the Geary-Khamis index based on transaction data, with the series calculated by respondent (“pb”) as an intermediate step.

Geary-Khamis and unit-value indices for all expenditures
Jaarmuv_index_AllGK_pb_AllPub_All
2020January111
2020February1.011.011.01
2020March1.011.011.01
2020April1.011.011.01
2020May1.011.011.01
2020June1.021.021.01
2020July1.031.031.03
2020August1.021.021.02
2020September1.021.021.02
2020Oktober1.021.021.02
2020November1.021.021.02
2020December1.021.021.02
2021January1.021.021.02
2021February1.021.021.02
2021March1.031.031.03
2021April1.031.031.03
2021May1.031.031.03
2021June1.031.031.03
2021July1.041.041.04
2021August1.041.041.04
2021September1.041.041.05
2021Oktober1.051.051.06
2021November1.051.051.07
2021December1.051.051.08
2022January1.051.051.08
2022February1.061.061.09
2022March1.071.071.13
2022April1.091.081.13
2022May1.091.091.12
2022June1.11.11.12
2022July1.111.111.15
2022August1.121.111.17
2022September1.131.121.2
2022Oktober1.151.141.21
2022November1.171.161.17
2022December1.181.171.18
2023January1.181.171.16
2023February1.191.181.17
2023March1.191.191.18
2023April1.21.191.19
2023May

Explanation: the unit-value and Geary-Khamis series of electricity and natural gas are combined here with the series of the other (non-energy) product groups within household spending, to create an index for all expenditures: the CPI. The unpublished series for the other product groups was derived from the published series for all expenditures, electricity and natural gas.

5.5 Geary-Khamis and unit-value: year-on-year changes

Year-on-year change Geary-Khamis and unit-value indices for electricity
Jaarmjm_uv_index_Elekjm_GK_pb_Elekjm_Pub_Elek
2021January0.910.910.91
2021February0.910.910.95
2021March0.910.910.98
2021April0.910.911.01
2021May0.920.921.03
2021June0.930.921.06
2021July0.990.991.16
2021August111.16
2021September1.011.011.24
2021Oktober1.031.021.4
2021November1.071.071.75
2021December1.121.112.04
2022January0.920.92.11
2022February0.970.951.94
2022March0.980.962.82
2022April1.0412.56
2022May1.071.032.18
2022June1.091.042
2022July1.030.992.17
2022August1.061.012.5
2022September1.131.072.88
2022Oktober1.31.232.62
2022November1.661.561.7
2022December1.671.561.44
2023January2.222.071.13
2023February2.081.961.15
2023March2.041.910.76
2023April1.831.720.83
2023May1.741.65NA

Explanation: the year-on-year changes (“jm_”) of the Geary-Khamis, unit-value and published (“Pub”) series for electricity.

Year-on-year change Geary-Khamis and unit-value indices for natural gas
Jaarmjm_uv_index_Gasjm_GK_pb_Gasjm_Pub_Gas
2021January0.980.980.98
2021February0.980.980.99
2021March0.980.981.01
2021April0.980.991.03
2021May0.990.991.03
2021June0.990.991.05
2021July1.031.031.12
2021August1.041.041.13
2021September1.041.041.18
2021Oktober1.051.051.31
2021November1.081.081.53
2021December1.11.11.66
2022January1.121.111.86
2022February1.181.161.76
2022March1.211.182.61
2022April1.291.262.41
2022May1.351.32.09
2022June1.371.321.83
2022July1.411.352.14
2022August1.441.372.7
2022September1.551.473.29
2022Oktober1.81.72.99
2022November2.252.121.74
2022December2.212.081.6
2023January1.721.610.81
2023February1.611.520.8
2023March1.561.470.51
2023April1.361.280.53
2023May1.261.2NA

Explanation: the year-on-year changes (“jm_”) of the Geary-Khamis, unit-value and published (“Pub”) series for natural gas.

Year-on-year change Geary-Khamis and unit-value indices for all expenditures
Jaarmjm_uv_index_Alljm_GK_pb_Alljm_Pub_All
2021January1.021.021.02
2021February1.021.021.02
2021March1.021.021.02
2021April1.021.021.02
2021May1.021.021.02
2021June1.021.021.02
2021July1.011.011.01
2021August1.021.021.02
2021September1.021.021.03
2021Oktober1.021.021.03
2021November1.031.031.05
2021December1.031.031.06
2022January1.031.031.06
2022February1.041.041.06
2022March1.041.041.1
2022April1.051.051.1
2022May1.061.061.09
2022June1.061.061.09
2022July1.071.071.1
2022August1.071.071.12
2022September1.081.081.15
2022Oktober1.11.091.14
2022November1.111.111.1
2022December1.121.111.1
2023January1.121.121.08
2023February1.121.111.08
2023March1.111.111.04
2023April1.111.11.05
2023May

Explanation: the year-on-year changes (“jm_”) of the Geary-Khamis, unit-value and published (“Pub”) series for all expenditures (CPI).