From 8a8e0cd835bd9c54955a3fb25d00a819060d807a Mon Sep 17 00:00:00 2001
From: Marius Ciepluch <11855163+norandom@users.noreply.github.com>
Date: Mon, 18 Mar 2024 09:42:10 +0000
Subject: [PATCH] adapted copper data COT export
---
Data_COPPER_2024-03-18.csv | 5913 +++++++++++++++++++++++++++
Yahoo_Finance_DL_COPPER_EXCEL.ipynb | 298 +-
2 files changed, 6202 insertions(+), 9 deletions(-)
create mode 100644 Data_COPPER_2024-03-18.csv
diff --git a/Data_COPPER_2024-03-18.csv b/Data_COPPER_2024-03-18.csv
new file mode 100644
index 0000000..410b7b6
--- /dev/null
+++ b/Data_COPPER_2024-03-18.csv
@@ -0,0 +1,5913 @@
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diff --git a/Yahoo_Finance_DL_COPPER_EXCEL.ipynb b/Yahoo_Finance_DL_COPPER_EXCEL.ipynb
index a1c7734..c318c9f 100644
--- a/Yahoo_Finance_DL_COPPER_EXCEL.ipynb
+++ b/Yahoo_Finance_DL_COPPER_EXCEL.ipynb
@@ -14,12 +14,12 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 7,
"id": "904104edfdda9e89",
"metadata": {
"ExecuteTime": {
- "end_time": "2024-03-15T12:53:50.140736Z",
- "start_time": "2024-03-15T12:53:49.262218Z"
+ "end_time": "2024-03-18T09:32:44.491420Z",
+ "start_time": "2024-03-18T09:32:44.088451Z"
},
"collapsed": false
},
@@ -32,12 +32,12 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 8,
"id": "f8531df814e529fb",
"metadata": {
"ExecuteTime": {
- "end_time": "2024-03-15T12:59:52.590852Z",
- "start_time": "2024-03-15T12:59:52.243074Z"
+ "end_time": "2024-03-18T09:32:47.062820Z",
+ "start_time": "2024-03-18T09:32:44.497587Z"
},
"collapsed": false
},
@@ -53,14 +53,294 @@
"hist.replace({'Volume': {0: pd.NA}, 'Open': {0: pd.NA}}, inplace=True)\n",
"hist.replace(0, np.nan, inplace=True) # Replace 0 with NaN\n",
"\n",
- "columns = ['Open', 'High', 'Low', 'Close', 'Volume']\n",
- "\n",
- "hist.to_csv(f'./Data_COPPER.csv')"
+ "columns = ['Open', 'High', 'Low', 'Close', 'Volume']"
]
},
{
"cell_type": "code",
+ "execution_count": 9,
"id": "de2634931db1a5d6",
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-03-18T09:32:47.077281Z",
+ "start_time": "2024-03-18T09:32:47.066270Z"
+ },
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
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+ "\n",
+ "
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+ " \n",
+ " \n",
+ " | \n",
+ " Open | \n",
+ " High | \n",
+ " Low | \n",
+ " Close | \n",
+ " Volume | \n",
+ " Dividends | \n",
+ " Stock Splits | \n",
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+ " \n",
+ " Date | \n",
+ " | \n",
+ " | \n",
+ " | \n",
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+ " 2000-09-06 00:00:00-04:00 | \n",
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+ "text/plain": [
+ " Open High Low Close Volume Dividends \\\n",
+ "Date \n",
+ "2000-08-30 00:00:00-04:00 0.879 0.887 0.8770 0.8850 2886 NaN \n",
+ "2000-08-31 00:00:00-04:00 0.885 0.888 0.8800 0.8850 1095 NaN \n",
+ "2000-09-01 00:00:00-04:00 0.878 0.889 0.8780 0.8890 3449 NaN \n",
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+ "2000-09-06 00:00:00-04:00 0.905 0.906 0.8975 0.9015 1195 NaN \n",
+ "\n",
+ " Stock Splits \n",
+ "Date \n",
+ "2000-08-30 00:00:00-04:00 NaN \n",
+ "2000-08-31 00:00:00-04:00 NaN \n",
+ "2000-09-01 00:00:00-04:00 NaN \n",
+ "2000-09-05 00:00:00-04:00 NaN \n",
+ "2000-09-06 00:00:00-04:00 NaN "
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "hist.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "6da84391ad0032f6",
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-03-18T09:35:22.674361Z",
+ "start_time": "2024-03-18T09:35:22.648963Z"
+ },
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
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+ " \n",
+ " \n",
+ " | \n",
+ " Open | \n",
+ " High | \n",
+ " Low | \n",
+ " Close | \n",
+ " Volume | \n",
+ " Dividends | \n",
+ " Stock Splits | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 2000-08-30 | \n",
+ " 0.879 | \n",
+ " 0.887 | \n",
+ " 0.8770 | \n",
+ " 0.8850 | \n",
+ " 2886 | \n",
+ " NaN | \n",
+ " NaN | \n",
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+ " \n",
+ " 2000-08-31 | \n",
+ " 0.885 | \n",
+ " 0.888 | \n",
+ " 0.8800 | \n",
+ " 0.8850 | \n",
+ " 1095 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ "
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+ " 0.889 | \n",
+ " 0.8780 | \n",
+ " 0.8890 | \n",
+ " 3449 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ "
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+ " \n",
+ " 2000-09-05 | \n",
+ " 0.896 | \n",
+ " 0.907 | \n",
+ " 0.8950 | \n",
+ " 0.9060 | \n",
+ " 1397 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ "
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+ " \n",
+ " 2000-09-06 | \n",
+ " 0.905 | \n",
+ " 0.906 | \n",
+ " 0.8975 | \n",
+ " 0.9015 | \n",
+ " 1195 | \n",
+ " NaN | \n",
+ " NaN | \n",
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+ " \n",
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+ ],
+ "text/plain": [
+ " Open High Low Close Volume Dividends Stock Splits\n",
+ "2000-08-30 0.879 0.887 0.8770 0.8850 2886 NaN NaN\n",
+ "2000-08-31 0.885 0.888 0.8800 0.8850 1095 NaN NaN\n",
+ "2000-09-01 0.878 0.889 0.8780 0.8890 3449 NaN NaN\n",
+ "2000-09-05 0.896 0.907 0.8950 0.9060 1397 NaN NaN\n",
+ "2000-09-06 0.905 0.906 0.8975 0.9015 1195 NaN NaN"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Convert the index to datetime if it's not already\n",
+ "hist.index = pd.to_datetime(hist.index)\n",
+ "\n",
+ "# Strip the time and timezone, keeping only the date for the index\n",
+ "hist.index = hist.index.date\n",
+ "\n",
+ "hist.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "46d35140195ce652",
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-03-18T09:41:02.403056Z",
+ "start_time": "2024-03-18T09:41:02.371704Z"
+ },
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from datetime import datetime\n",
+ "\n",
+ "# Get the current date in 'YYYY-MM-DD' format\n",
+ "current_date = datetime.now().strftime('%Y-%m-%d')\n",
+ "\n",
+ "# Create the file name with the current date\n",
+ "file_name = f'./Data_COPPER_{current_date}.csv'\n",
+ "\n",
+ "hist = hist.round(3)\n",
+ "\n",
+ "# Save the DataFrame to CSV with the dynamic file name\n",
+ "hist[[\"High\", \"Low\", \"Close\"]].to_csv(file_name)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "id": "3f6096fe43e72687",
"metadata": {
"collapsed": false
},