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Switched from pandaSDMX to sdmx1 libary for retrieving data from the …
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…OECD and ECB
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@ilchen
ilchen committed Sep 7, 2024
1 parent 311cb53 commit 876166a
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Showing 3 changed files with 189 additions and 216 deletions.
78 changes: 38 additions & 40 deletions Money_Supply_Eurozone.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,7 @@
"# Uncomment if running in Google Colaboratory\n",
"\n",
"# Install the latest version of pandaSDMX\n",
"# !pip install pandaSDMX -U\n",
"# !pip install sdmx1 -U\n",
"# !pip install eurostat -U"
]
},
Expand All @@ -51,9 +51,7 @@
"from pandas.tseries.offsets import BDay\n",
"\n",
"import eurostat\n",
"import warnings\n",
"warnings.filterwarnings('ignore', message='optional dependency requests_cache*', category=RuntimeWarning)\n",
"import pandasdmx as sdmx\n",
"import sdmx\n",
"\n",
"from datetime import date\n",
"\n",
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},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 6,
"id": "serious-lightning",
"metadata": {},
"outputs": [],
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"# M.U2.N.V.M20.X.1.U2.2300.Z01.E <-- M2\n",
"# M.U2.N.V.M30.X.1.U2.2300.Z01.E <-- M3\n",
"# Retrieving them all in one go \n",
"ecb = sdmx.Request('ECB') \n",
"ecb = sdmx.Client('ECB') \n",
"data_msg = ecb.data('BSI', key='M.U2.N.V..X.1.U2.2300.Z01.E', params={'startPeriod': report_start, \n",
" 'endPeriod': report_end})"
]
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": 7,
"id": "neural-camcorder",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 8,
"id": "compressed-damages",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 9,
"id": "thrown-traveler",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 10,
"id": "impossible-marijuana",
"metadata": {},
"outputs": [
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"[190 rows x 5 columns]"
]
},
"execution_count": 9,
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
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},
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"id": "central-playlist",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": 12,
"id": "undefined-safety",
"metadata": {},
"outputs": [
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"[190 rows x 5 columns]"
]
},
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"metadata": {},
"output_type": "execute_result"
}
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},
{
"cell_type": "code",
"execution_count": 12,
"execution_count": 13,
"id": "controlled-bonus",
"metadata": {},
"outputs": [],
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},
{
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"execution_count": 13,
"execution_count": 14,
"id": "cross-wholesale",
"metadata": {},
"outputs": [
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},
{
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"id": "spare-basis",
"metadata": {},
"outputs": [
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},
{
"cell_type": "code",
"execution_count": 15,
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"id": "convertible-static",
"metadata": {},
"outputs": [
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"dtype: float64"
]
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"execution_count": 15,
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"metadata": {},
"output_type": "execute_result"
}
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},
{
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"id": "banner-exhibition",
"metadata": {},
"outputs": [
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},
{
"cell_type": "code",
"execution_count": 17,
"execution_count": 18,
"id": "robust-camel",
"metadata": {},
"outputs": [
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"dtype: float64"
]
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"execution_count": 17,
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"metadata": {},
"output_type": "execute_result"
}
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{
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"id": "assigned-genre",
"metadata": {},
"outputs": [
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},
{
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"execution_count": 20,
"id": "preliminary-buffer",
"metadata": {},
"outputs": [
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},
{
"cell_type": "code",
"execution_count": 20,
"execution_count": 21,
"id": "parental-glucose",
"metadata": {},
"outputs": [
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"dtype: float64"
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"output_type": "execute_result"
}
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},
{
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"execution_count": 21,
"execution_count": 22,
"id": "accurate-cheat",
"metadata": {},
"outputs": [
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{
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"execution_count": 22,
"execution_count": 23,
"id": "wicked-mexican",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 23,
"execution_count": 24,
"id": "continuous-minute",
"metadata": {},
"outputs": [],
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{
"cell_type": "code",
"execution_count": 24,
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"id": "boolean-reception",
"metadata": {},
"outputs": [
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},
{
"cell_type": "code",
"execution_count": 25,
"execution_count": 26,
"id": "abroad-weapon",
"metadata": {},
"outputs": [
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"2024-07-01 23.623% "
]
},
"execution_count": 25,
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
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},
{
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"id": "center-library",
"metadata": {},
"outputs": [],
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},
{
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"id": "hundred-deviation",
"metadata": {},
"outputs": [
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{
"cell_type": "code",
"execution_count": 28,
"execution_count": 29,
"id": "ecological-administrator",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 29,
"execution_count": 30,
"id": "grave-maldives",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 30,
"execution_count": 31,
"id": "swedish-threat",
"metadata": {},
"outputs": [
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},
{
"cell_type": "code",
"execution_count": 45,
"execution_count": 32,
"id": "fabulous-johns",
"metadata": {},
"outputs": [],
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},
{
"cell_type": "code",
"execution_count": 49,
"execution_count": 33,
"id": "e54486ab-fd96-486c-815a-a9ecf3066805",
"metadata": {},
"outputs": [],
Expand All @@ -1198,7 +1196,7 @@
},
{
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"execution_count": 51,
"execution_count": 34,
"id": "682744f8-df75-4041-9802-b18901aad0b0",
"metadata": {},
"outputs": [
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