diff --git a/Examples/1-Access/EX-1.01.02-GetHistory.ipynb b/Examples/1-Access/EX-1.01.02-GetHistory.ipynb index 75868cf..e0b55f1 100644 --- a/Examples/1-Access/EX-1.01.02-GetHistory.ipynb +++ b/Examples/1-Access/EX-1.01.02-GetHistory.ipynb @@ -46,6 +46,7 @@ " - Type: String expressed in ISO8601 with UTC only\n", " - Optional: Yes \n", "- ***adjustments*** : Tells the system whether to apply or not CORAX (Corporate Actions) events or exchange/manual corrections or price and volume adjustment according to trade/quote qualifier summarization actions to historical time series data. \n", + " - **Important note:** This parameter only applies to pricing fields retrieved from the underlying Historical Pricing RDP API (fields that do not start with \"TR.\", such as BID and ASK). For the other fields (fields beginning with \"TR.\" such as TR.Revenue) this parameter is ignored.\n", " - Type: String expressed in ISO8601 with UTC only\n", " - Optional: Yes \n", " - Supported values:\n", diff --git a/Examples/1-Access/EX-1.01.05-News.ipynb b/Examples/1-Access/EX-1.01.05-News.ipynb new file mode 100644 index 0000000..d82e099 --- /dev/null +++ b/Examples/1-Access/EX-1.01.05-News.ipynb @@ -0,0 +1,408 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "3cd7a646-7bf9-419e-96bf-5b3df1ca2d4a", + "metadata": {}, + "source": [ + "----\n", + "\n", + "\n", + "# Data Library for Python\n", + "\n", + "----" + ] + }, + { + "cell_type": "markdown", + "id": "21de9fed", + "metadata": {}, + "source": [ + "## Access layer - News\n", + "This notebook demonstrates how to retrieve News story and headlines data using the get_story() and get_headlines() functions." + ] + }, + { + "cell_type": "markdown", + "id": "0dbb74e0-321b-4a2f-9f1f-e7cbf4c00d2f", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "#### About the get_headlines function\n", + "The get_headlines() function allows you to retrieve news headlines via a single function call.\n", + "\n", + "***get_headlines()*** parameters: \n", + "- ***query***: The user search query.\n", + " - Type: String\n", + " - Optionnal: No \n", + "- ***count***: Count to limit number of headlines. Min value is 0. Default: 10\n", + " - Type: int\n", + " - Optionnal: Yes \n", + "- ***start***: Beginning of date range. String format is: '%Y-%m-%dT%H:%M:%S'. e.g. '2016-01-20T15:04:05'.\n", + " - Type: str or timedelta, optional\n", + " - Optionnal: Yes \n", + "- ***end***: End of date range. String format is: '%Y-%m-%dT%H:%M:%S'. e.g. '2016-01-20T15:04:05'.\n", + " - Type: str or timedelta, optional\n", + " - Optionnal: Yes \n", + "- ***order_by***: Value from SortOrder enum. Default: SortOrder.new_to_old\n", + " - Type: SortOrder\n", + " - Optionnal: Yes \n", + " \n", + "**get_headlines()** pd.DataFrame. Headlines dataframe.\n", + "\n", + "#### About the get_story function\n", + "The get_story() function allows you to retrieve news story data.\n", + "\n", + "***get_story()*** parameters: \n", + "- ***story_id***: News Story ID\n", + " - Type: String\n", + " - Optionnal: No \n", + "- ***format***: Specifies the type of response. If parameter Format.TEXT return text string, otherwise returns HTML response\n", + " - Type: String or Format enum\n", + " - Optionnal: Yes \n", + " \n", + "**get_story()** returns a story html or text response" + ] + }, + { + "cell_type": "markdown", + "id": "487b8730-3f8c-4d8d-a35c-b67e57647d7b", + "metadata": {}, + "source": [ + "#### Learn more\n", + "\n", + "To learn more about the Refinitiv Data Library for Python please join the Refinitiv Developer Community. By [registering](https://developers.refinitiv.com/iam/register) and [logging](https://developers.refinitiv.com/content/devportal/en_us/initCookie.html) into the Refinitiv Developer Community portal you will have free access to a number of learning materials like \n", + " [Quick Start guides](https://developers.refinitiv.com/en/api-catalog/refinitiv-data-platform/refinitiv-data-library-for-python/quick-start), \n", + " [Tutorials](https://developers.refinitiv.com/en/api-catalog/refinitiv-data-platform/refinitiv-data-library-for-python/learning), \n", + " [Documentation](https://developers.refinitiv.com/en/api-catalog/refinitiv-data-platform/refinitiv-data-library-for-python/docs)\n", + " and much more.\n", + "\n", + "#### Getting Help and Support\n", + "\n", + "If you have any questions regarding using the API, please post them on \n", + "the [Refinitiv Data Q&A Forum](https://community.developers.refinitiv.com/spaces/321/index.html). \n", + "The Refinitiv Developer Community will be happy to help. \n", + "\n", + "----" + ] + }, + { + "cell_type": "markdown", + "id": "4b2bee84-023e-4e96-9efb-5159fab4f00e", + "metadata": { + "tags": [] + }, + "source": [ + "## Set the configuration file location\n", + "For a better ease of use, you have the option to set initialization parameters of the Refinitiv Data Library in the _refinitiv-data.config.json_ configuration file. This file must be located beside your notebook, in your user folder or in a folder defined by the _RD_LIB_CONFIG_PATH_ environment variable. The _RD_LIB_CONFIG_PATH_ environment variable is the option used by this series of examples. The following code sets this environment variable. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "37736150-28f7-43fe-badc-0ed895a1e722", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "os.environ[\"RD_LIB_CONFIG_PATH\"] = \"../../Configuration\"" + ] + }, + { + "cell_type": "markdown", + "id": "1dd95573", + "metadata": {}, + "source": [ + "## Some Imports to start with" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3e6d79fd", + "metadata": {}, + "outputs": [], + "source": [ + "import refinitiv.data as rd\n", + "from datetime import timedelta\n", + "from IPython.display import HTML\n", + "import pandas as pd\n", + "pd.options.display.max_colwidth = 100" + ] + }, + { + "cell_type": "markdown", + "id": "a34e7d8a", + "metadata": {}, + "source": [ + "## Open the data session\n", + "\n", + "The open_session() function creates and open sessions based on the information contained in the refinitiv-data.config.json configuration file. Please edit this file to set the session type and other parameters required for the session you want to open." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "478baaad-c743-4776-9286-7951cbbd157a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rd.open_session()" + ] + }, + { + "cell_type": "markdown", + "id": "442e6240", + "metadata": {}, + "source": [ + "## Retrieve data" + ] + }, + { + "cell_type": "markdown", + "id": "5507075a", + "metadata": {}, + "source": [ + "### Get headlines" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "22fd4706", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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2023-01-27 18:37:24.875MARKET POST: LONGER-DATED MUNIS WEAKER AT MIDDAYurn:newsml:newswire.refinitiv.com:20230127:nMnw145079:1NS:TM3
2023-01-27 14:57:18.237GENERAL OBLIGATION TOPS TYPE OF SECURITIESurn:newsml:newswire.refinitiv.com:20230127:nMnw145064:1NS:TM3
2023-01-27 10:53:26.611CORRECTION-UPDATE 1 - NowCM takes over Nivaura's digital debt operationsurn:newsml:newswire.refinitiv.com:20230125:nIfp8TShzv:1NS:IFR
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" + ], + "text/plain": [ + " headline \\\n", + "versionCreated \n", + "2023-01-27 18:37:24.875 MARKET POST: LONGER-DATED MUNIS WEAKER AT MIDDAY \n", + "2023-01-27 14:57:18.237 GENERAL OBLIGATION TOPS TYPE OF SECURITIES \n", + "2023-01-27 10:53:26.611 CORRECTION-UPDATE 1 - NowCM takes over Nivaura's digital debt operations \n", + "\n", + " storyId \\\n", + "versionCreated \n", + "2023-01-27 18:37:24.875 urn:newsml:newswire.refinitiv.com:20230127:nMnw145079:1 \n", + "2023-01-27 14:57:18.237 urn:newsml:newswire.refinitiv.com:20230127:nMnw145064:1 \n", + "2023-01-27 10:53:26.611 urn:newsml:newswire.refinitiv.com:20230125:nIfp8TShzv:1 \n", + "\n", + " sourceCode \n", + "versionCreated \n", + "2023-01-27 18:37:24.875 NS:TM3 \n", + "2023-01-27 14:57:18.237 NS:TM3 \n", + "2023-01-27 10:53:26.611 NS:IFR " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rd.news.get_headlines(\"LSEG\", start=\"20.03.2021\", end=timedelta(days=-4), count=3)" + ] + }, + { + "cell_type": "markdown", + "id": "b07a9aa4", + "metadata": {}, + "source": [ + "### Get story" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "4ca8f820", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Adds details, Biden, analyst comments, updates markets

By Lucia Mutikani

- U.S. annual consumer prices jumped 9.1% in June, the largest increase in more than four decades, leaving Americans to dig deeper to pay for gasoline, food, healthcare and rents, and the Federal Reserve most certain to hike interest rates by another 75 basis points at the end of the month.

The bigger-than-expected rise in the year-on-year consumer price index reported by the Labor Department on Wednesday also reflected higher prices for a range of other goods and services, including motor vehicles, apparel and household furniture. The CPI increased by the most in nearly 17 years on a monthly basis.

The inflation data followed stronger-than-expected job growth in June and suggested that the U.S. central bank's aggressive monetary policy stance had made little progress thus far in cooling demand and bringing inflation down to its 2% target. With rents surging by the most in 36 years, inflation could become entrenched.

Though a global problem, stubbornly high inflation is a political risk for U.S. President Joe Biden and his Democratic Party heading into congressional elections in November.

\"Despite the Fed's best intentions, the economy looks to be moving into a higher inflation regime,\" said Christopher Rupkey, chief economist at FWDBONDS in New York. \"The Fed is even further behind the curve after today's sizzling report.\"

The consumer price index increased 1.3% last month, the biggest monthly gain since September 2005, after advancing 1.0% in May. A 7.5% surge in energy prices accounted for nearly half of the increase in the CPI. Gasoline prices jumped 11.2% after rebounding by 4.1% in May. Prices at the pump have since declined considerably from June's record highs.

Natural gas prices rose 8.2%, the most since October 2005. The cost of food consumed at home rose 1.0%, posting the sixth straight monthly increase of at least 1.0%.

In the 12 months through June, the CPI jumped 9.1%. That was the biggest gain since November 1981 and followed an 8.6% rise in May. Economists polled by Reuters had forecast the CPI would rise 1.1% and accelerating 8.8% year-on-year.

Consumer prices are surging, driven by snarled global supply chains and massive fiscal stimulus from governments early in the COVID-19 pandemic.

The ongoing war in Ukraine, which has caused a spike in global food and fuel prices, has worsened the situation.

President Biden sought to draw some comfort from the retreat in gasoline prices from June, when they averaged above $5 per gallon, according to data from motorist advocacy group AAA. They were averaging $4.631 per gallon on Wednesday, which could ease some of the pressure on consumers.

\"Those savings are providing important breathing room for American families,\" Biden said in a statement. \"And, other commodities like wheat have fallen sharply since this report.\"

Annual food prices are rising at their fastest pace since February 1981, with energy prices posting their largest jump in more than 42 years.

Financial markets overwhelmingly expect the Fed to raise its policy rate by 75 basis points at its July 26-27 meeting. A full-percentage-point increase has not been ruled out and attention now shifts to the University of Michigan's consumer inflation expectations survey on Friday.

The Bank of Canada surprised by hiking its policy rate by 100 basis points on Wednesday, a super-sized increase last seen in 1998. (Full Story)

The Fed has raised its overnight interest rate by 150 basis points since March.

U.S. stocks were mixed. The dollar fell against a basket of currencies. U.S. Treasury prices rose.


UNDERLYING INFLATION

The economy created 372,000 jobs in June, with a broader measure of unemployment hitting a record low. (Full Story)

There had been hope that a shift in spending from goods to services would help cool inflation. But the very tight labor market is boosting wages, adding to higher prices for services.

Underlying inflation pressures sizzled last month. Excluding the volatile food and energy components, the CPI gained 0.7% in June after climbing 0.6% in May. The so-called core CPI was lifted by the cost of rent, which shot up 0.8%, the largest monthly increase since April 1986.

Rents are one of the largest and stickiest inflation categories, which raises the risk of the Fed maintaining its aggressive rate hikes into the second-half of the year.

\"There remain miles to go before getting back toward anything resembling price stability,\" said Sarah House, a senior economist at Wells Fargo in Charlotte, North Carolina.

New vehicle prices maintained their upward trend as did those for used cars and trucks. The cost of motor vehicle maintenance and repairs surged 2.0%, the most since September 1974. Healthcare costs rose 0.7%, with a record increase in the cost of dental services.

Apparel prices increased 0.8%, despite retailers like Walmart WMT.N and Target TGT.N reporting excess inventory that would require discounts. But prices for hotels, car rentals and airfares declined. Still, core goods prices rose a strong 0.8%, while services gained 0.7%.

The core CPI increased 5.9% in the 12 months through June. That followed a 6.0% rise in the 12 months through May and marked a third straight month of deceleration.

High inflation is eroding wage gains, which together with rising borrowing costs could crimp consumer spending, leaving economists to expect a mild recession at the turn of the year. Inflation-adjusted average weekly earning fell 1.0% in June.


(Reporting by Lucia Mutikani; Editing by Chizu Nomiyama and Paul Simao)

(( Lucia.Mutikani@thomsonreuters.com ))


(c) Copyright Thomson Reuters 2022. Click For Restrictions - https://agency.reuters.com/en/copyright.html


Keywords: USA-ECONOMY/ (WRAPUP 2, PIX, GRAPHICS)

" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "story = rd.news.get_story(\"urn:newsml:reuters.com:20220713:nL1N2YU10J\", format=rd.news.Format.HTML)\n", + "HTML(story)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2153c3f6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Adds details, Biden, analyst comments, updates markets\n", + "By Lucia Mutikani\n", + "WASHINGTON, July 13 (Reuters)\n", + "The bigger-than-expected rise in the year-on-year consumer price index reported by the Labor Department on Wednesday also reflected higher prices for \n", + "The inflation data followed stronger-than-expected job growth in June and suggested that the U.S. central bank's aggressive monetary policy stance had made little progress thus far in cooling demand and bringing inflation down to its 2% target\n", + "Though a global problem, stubbornly high inflation is a political risk for U.S. President Joe Biden and his Democratic Party heading into congressional elections in November. \n", + "\"Despite the Fed's best intentions, the economy looks to be moving into a higher inflation regime,\" said Christopher Rupkey, chief economist at FWDBONDS in New York. \"The Fed is even further behind the curve after today's sizzling report.\" \n", + "The consumer price index increased 1.3% last month, the biggest monthly gain since September 2005, after advancing 1.0% in May. A 7.5% surge in energy prices accounted for nearly half of the increase in the CPI. Gasoline prices jumped 11.2% after rebounding by 4.1% in May. \n", + "Natural gas prices rose 8.2%, the most since October 2005. The cost of food consumed at home rose 1.0%, posting the sixth straight monthly increase of at least 1.0%.\n", + "In the 12 months through June, the CPI jumped 9.1%. That was the biggest gain since November 1981 and followed an 8.6% rise in May. Economists polled by Reuters had forecast the CPI would rise 1.1% and accelerating 8.8% year-on-year. \n", + "Consumer prices are surging, driven by snarled global supply chains and massive fiscal stimulus from governments early in the COVID-19 pandemic.\n", + "The ongoing war in Ukraine, which has caused a spike in global food and fuel prices, has worsened the situation.\n", + "President Biden sought to draw some comfort from the retreat in gasoline prices \n", + "\"Those savings are providing important breathing room for American families,\" Biden said in a statement. \"And, other commodities like wheat have fallen sharply since this report.\"\n", + " Annual food prices are rising at their fastest pace since February 1981, with energy prices posting their largest jump in more than 42 years.\n", + " Financial markets overwhelmingly expect the Fed to raise its policy rate by 75 basis points at its July 26-27 meeting. \n", + "The Bank of Canada surprised by hiking its policy rate by 100 basis points on Wednesday, a super-sized increase last seen in 1998. (\n", + "The Fed has raised its overnight interest rate by 150 basis points since March. \n", + "U.S. stocks were mixed. The dollar fell against a basket of currencies. U.S. Treasury prices rose.\n", + "UNDERLYING INFLATION \n", + "The economy created 372,000 jobs in June, with a broader measure of unemployment hitting a record low. (\n", + "There had been hope that a shift in spending from goods to services would help cool inflation. But the very tight labor market is boosting wages, adding to higher prices for services.\n", + "Underlying inflation pressures sizzled last month. Excluding the volatile food and energy components, the CPI gained 0.7% in June after climbing 0.6% in May. The so-called core CPI was lifted by the cost of rent, which shot up 0.8%, the largest monthly increase since April 1986. \n", + "Rents are one of the largest and stickiest inflation categories, which raises the risk of the Fed maintaining its aggressive rate hikes into the second-half of the year.\n", + "\"There remain miles to go before getting back toward anything resembling price stability,\" said Sarah House, a senior economist at Wells Fargo in Charlotte, North Carolina.\n", + "New vehicle prices maintained their upward trend as did those for used cars and trucks. The cost of motor vehicle maintenance and repairs surged 2.0%, the most since September 1974. Healthcare costs rose 0.7%, with a record increase in the cost of dental services. \n", + "Apparel prices increased 0.8%, despite retailers like Walmart \n", + "The core CPI increased 5.9% in the 12 months through June. That followed a 6.0% rise in the 12 months through May \n", + "High inflation is eroding wage gains, which together with rising borrowing costs could crimp consumer spending, leaving economists to expect a mild recession at the turn of the year. Inflation-adjusted average weekly earning fell 1.0% in June.\n", + " (Reporting by Lucia Mutikani; Editing by Chizu Nomiyama and Paul Simao)\n", + "(( \n", + "(c) Copyright Thomson Reuters 2022. Click For Restrictions - https://agency.reuters.com/en/copyright.html\n", + "Keywords: USA-ECONOMY/ (WRAPUP 2, PIX, GRAPHICS)\n" + ] + } + ], + "source": [ + "text = rd.news.get_story(\"urn:newsml:reuters.com:20220713:nL1N2YU10J\", format=rd.news.Format.TEXT)\n", + "print(text)" + ] + }, + { + "cell_type": "markdown", + "id": "5927b518", + "metadata": {}, + "source": [ + "### Close the session" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a3284410", + "metadata": {}, + "outputs": [], + "source": [ + "rd.close_session()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9110fb0b-f565-4e25-bf46-b7af1e46a507", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Examples/1-Access/EX-1.01.05-Search.ipynb b/Examples/1-Access/EX-1.01.06-Search.ipynb similarity index 100% rename from Examples/1-Access/EX-1.01.05-Search.ipynb rename to Examples/1-Access/EX-1.01.06-Search.ipynb diff --git a/Examples/1-Access/EX-1.01.06.1-SearchTemplates-Equities.ipynb b/Examples/1-Access/EX-1.01.06.1-SearchTemplates-Equities.ipynb index e7e1e6b..b34bca1 100644 --- a/Examples/1-Access/EX-1.01.06.1-SearchTemplates-Equities.ipynb +++ b/Examples/1-Access/EX-1.01.06.1-SearchTemplates-Equities.ipynb @@ -15,7 +15,7 @@ }, { "cell_type": "markdown", - "id": "78d803d1-5a48-4083-9454-d2991a919b13", + "id": "18176618-72be-44ed-8197-265710fcc98a", "metadata": { "tags": [] }, @@ -27,7 +27,7 @@ }, { "cell_type": "markdown", - "id": "0682dd27-3c59-437a-ac42-ea32a20da1f6", + "id": "dd8a8da8-7280-4b3d-84e9-cdbf8fe4a22c", "metadata": { "jp-MarkdownHeadingCollapsed": true, "tags": [] @@ -68,7 +68,7 @@ }, { "cell_type": "markdown", - "id": "4732b81b-3f76-4e90-a087-65cd04979208", + "id": "3adbdf43-1b2e-438b-a285-2e00bec17dd6", "metadata": {}, "source": [ "#### Learn more\n", @@ -83,33 +83,17 @@ "\n", "If you have any questions regarding using the API, please post them on \n", "the [Refinitiv Data Q&A Forum](https://community.developers.refinitiv.com/spaces/321/index.html). \n", - "The Refinitiv Developer Community will be happy to help. " - ] - }, - { - "cell_type": "markdown", - "id": "4ab0a65a-f510-4171-879b-06026af5cd4c", - "metadata": {}, - "source": [ - "#### Learn more\n", - "\n", - "To learn more about the Refinitiv Data Library for Python please join the Refinitiv Developer Community. By [registering](https://developers.refinitiv.com/iam/register) and [logging](https://developers.refinitiv.com/content/devportal/en_us/initCookie.html) into the Refinitiv Developer Community portal you will have free access to a number of learning materials like \n", - " [Quick Start guides](https://developers.refinitiv.com/en/api-catalog/refinitiv-data-platform/refinitiv-data-library-for-python/quick-start), \n", - " [Tutorials](https://developers.refinitiv.com/en/api-catalog/refinitiv-data-platform/refinitiv-data-library-for-python/learning), \n", - " [Documentation](https://developers.refinitiv.com/en/api-catalog/refinitiv-data-platform/refinitiv-data-library-for-python/docs)\n", - " and much more.\n", - "\n", - "#### Getting Help and Support\n", + "The Refinitiv Developer Community will be happy to help. \n", "\n", - "If you have any questions regarding using the API, please post them on \n", - "the [Refinitiv Data Q&A Forum](https://community.developers.refinitiv.com/spaces/321/index.html). \n", - "The Refinitiv Developer Community will be happy to help. " + "----" ] }, { "cell_type": "markdown", - "id": "aed98a52-aa48-40e6-b24a-cac10621063c", - "metadata": {}, + "id": "f325bc29-da70-46c3-9478-2987919cc2a6", + "metadata": { + "tags": [] + }, "source": [ "## Set the configuration file location\n", "For a better ease of use, you have the option to set initialization parameters of the Refinitiv Data Library in the _refinitiv-data.config.json_ configuration file. This file must be located beside your notebook, in your user folder or in a folder defined by the _RD_LIB_CONFIG_PATH_ environment variable. The _RD_LIB_CONFIG_PATH_ environment variable is the option used by this series of examples. The following code sets this environment variable. " @@ -117,18 +101,18 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "87b64fb5-c161-4551-8424-1284b1154d15", + "execution_count": 1, + "id": "d21ce5da-447a-4160-9ef7-4380ae98125c", "metadata": {}, "outputs": [], "source": [ "import os\n", - "os.environ[\"RD_LIB_CONFIG_PATH\"] = \"../../../Configuration\"" + "os.environ[\"RD_LIB_CONFIG_PATH\"] = \"../../Configuration\"" ] }, { "cell_type": "markdown", - "id": "018d3917-d879-4651-961f-067e47ec1f2f", + "id": "3d4118bb-4a09-4218-bc58-f8b1fc101c79", "metadata": {}, "source": [ "## Some Imports to start with" @@ -136,35 +120,10 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "72e9936a-da3c-439f-a4c7-4a86c017581a", + "execution_count": 2, + "id": "c64c1a81-45a7-4a12-a1af-3a2f8f13e183", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import refinitiv.data as rd\n", "import cufflinks" @@ -172,7 +131,7 @@ }, { "cell_type": "markdown", - "id": "9a4038d0-89fa-46e2-93aa-513e04a8643e", + "id": "a71c711f-c3e7-48ed-be3c-e0eb86527c07", "metadata": {}, "source": [ "## Open the data session\n", @@ -182,17 +141,17 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "9807577a-b58e-449a-863d-cff7b55050c5", + "execution_count": 3, + "id": "16ab932c-1941-4d8f-aa35-13bb88dab0a2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 2, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -203,7 +162,7 @@ }, { "cell_type": "markdown", - "id": "8483d5d5-c4d2-41e0-831d-8141788ac740", + "id": "a426a705-3dd7-4a41-bb49-ac71afe78527", "metadata": {}, "source": [ "## Load the search templates configuration file" @@ -211,8 +170,8 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "5cd7d982-ac37-43e5-a420-09246c0e74df", + "execution_count": 4, + "id": "5b44ea18-5618-43ce-8b38-20c70abc7339", "metadata": { "tags": [] }, @@ -220,10 +179,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 7, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -234,7 +193,7 @@ }, { "cell_type": "markdown", - "id": "9e4763b3-8258-4b30-bb35-2169c0beac6d", + "id": "1f76d2d9-68ad-4355-886a-c18ef29d5729", "metadata": {}, "source": [ "## Equities Search Template example" @@ -242,7 +201,7 @@ }, { "cell_type": "markdown", - "id": "3304dcdd-c4c9-4c5f-b8fe-ebd5312a7ee3", + "id": "8ead5f20-7a83-49c0-ba7c-f5c632ceccb9", "metadata": {}, "source": [ "### Access the template" @@ -250,17 +209,17 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "4213c4fd", + "execution_count": 5, + "id": "67c9da5d-5eb0-4314-8e13-66766189c5fd", "metadata": {}, "outputs": [], "source": [ - "equity = rd.discovery.search_templates[\"Equity\"]" + "equity = rd.discovery.search_templates['Equity']" ] }, { "cell_type": "markdown", - "id": "932cbe35-96b4-47f4-a311-f5e5399dbea8", + "id": "6be3db99-4fb7-421a-8bf6-82facac6dd01", "metadata": { "tags": [] }, @@ -270,17 +229,17 @@ }, { "cell_type": "code", - "execution_count": 9, - "id": "ff38bf27", + "execution_count": 6, + "id": "df18471e-8c5f-49e6-8c52-7124be23f127", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Help on SearchTemplate in module refinitiv.data.discovery._search_templates:\n", + "Help on DiscoverySearchTemplate in module refinitiv.data.discovery._search_templates.search:\n", "\n", - "\n", + "\n", " Search for Ordinary Shares of a particular exchange.\n", " \n", " Methods\n", @@ -302,18 +261,18 @@ }, { "cell_type": "markdown", - "id": "87454a87-707e-463e-92b8-6bb630f4fbbe", + "id": "8d342013-93b6-493c-a77c-253df5171c36", "metadata": { "tags": [] }, "source": [ - "### Use the predefined parameters of the template to search for Equities of the London Stock Exchange" + "### Search for Equities of the New York Stock Exchange Consolidated" ] }, { "cell_type": "code", - "execution_count": 10, - "id": "528123c4-6c04-4f01-b7d4-ef3608d89b5e", + "execution_count": 7, + "id": "61f1d57a-03ca-4114-83c4-91cfd758a1ad", "metadata": {}, "outputs": [ { @@ -348,138 +307,138 @@ " Eps\n", " Gics\n", " ...\n", + " SearchAllCategory\n", " RCSAssetCategory\n", " RCSCurrencyLeaf\n", " AssetState\n", " BusinessEntity\n", " PI\n", " IssueISIN\n", - " CinCUSIP\n", - " SEDOL\n", " CUSIP\n", + " CinCUSIP\n", " SolvencyMargin\n", " \n", " \n", " \n", " \n", " 0\n", - " Shell PLC\n", - " London Stock Exchange\n", - " SHEL.L\n", - " 184798835503.0\n", - " 171966000000.0\n", - " 5.87878\n", - " 0.566431\n", - " 1.328381\n", - " 4.78817\n", - " Energy/Energy/Oil, Gas & Consumable Fuels/Inte...\n", + " Berkshire Hathaway Inc\n", + " NYSE Consolidated\n", + " BRKa\n", + " 693513590760\n", + " 506199000000\n", + " <NA>\n", + " 0.462934\n", + " 0.896323\n", + " -1189.17575\n", + " Financials/Diversified Financials/Diversified ...\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 21264014\n", - " GB00BP6MXD84\n", - " G80827101\n", - " BP6MXD8\n", + " 727363\n", + " US0846701086\n", + " 084670108\n", + " <NA>\n", " <NA>\n", - " NaN\n", " \n", " \n", " 1\n", - " BP PLC\n", - " London Stock Exchange\n", - " BP.L\n", - " 95339653075.0\n", - " 75442000000.0\n", - " <NA>\n", - " 0.68518\n", - " 1.263862\n", - " -0.57601\n", - " Energy/Energy/Oil, Gas & Consumable Fuels/Inte...\n", + " Walt Disney Co\n", + " NYSE Consolidated\n", + " DIS\n", + " 167733991056\n", + " 88553000000\n", + " 52.619234\n", + " 0.49794\n", + " 1.239782\n", + " 1.74803\n", + " Communication Services/Media & Entertainment/E...\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 829400\n", - " GB0007980591\n", - " G12793108\n", - " 0798059\n", + " 1096946\n", + " US2546871060\n", + " 254687106\n", + " <NA>\n", " <NA>\n", - " NaN\n", " \n", " \n", " 2\n", - " Glencore PLC\n", - " London Stock Exchange\n", - " GLEN.L\n", - " 71482438695.0\n", - " 39931000000.0\n", - " 5.010718\n", - " 0.710478\n", - " 1.903945\n", - " 1.20056\n", - " Materials/Materials/Metals & Mining/Diversifie...\n", + " Exxon Mobil Corp\n", + " NYSE Consolidated\n", + " XOM\n", + " 439884760000\n", + " 168577000000\n", + " 8.711722\n", + " 0.481643\n", + " 1.122766\n", + " 12.26164\n", + " Energy/Energy/Oil, Gas & Consumable Fuels/Inte...\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 86386483\n", - " JE00B4T3BW64\n", - " G39420107\n", - " B4T3BW6\n", + " 728548\n", + " US30231G1022\n", + " 30231G102\n", + " <NA>\n", " <NA>\n", - " NaN\n", " \n", " \n", " 3\n", - " AstraZeneca PLC\n", - " London Stock Exchange\n", - " AZN.L\n", - " 170093321802.0\n", - " 39268000000.0\n", - " <NA>\n", - " 0.627127\n", - " 0.364302\n", - " -0.84387\n", - " Health Care/Pharmaceuticals, Biotechnology & L...\n", + " UnitedHealth Group Inc\n", + " NYSE Consolidated\n", + " UNH\n", + " 471379107328\n", + " 71760000000\n", + " 24.711943\n", + " 0.6396\n", + " 0.693955\n", + " 20.41523\n", + " Health Care/Health Care Equipment & Services/H...\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 1049533\n", - " GB0009895292\n", - " G0593M107\n", - " 0989529\n", + " 1096631\n", + " US91324P1021\n", + " 91324P102\n", " <NA>\n", - " NaN\n", + " 24.05608\n", " \n", " \n", " 4\n", - " HSBC Holdings PLC\n", - " London Stock Exchange\n", - " HSBA.L\n", - " 105008457539.0\n", - " 175836000000.0\n", - " 8.387408\n", - " 0.930094\n", - " 0.924488\n", - " 0.68413\n", + " JPMorgan Chase & Co\n", + " NYSE Consolidated\n", + " JPM\n", + " 400030482625\n", + " 259289000000\n", + " 11.515216\n", + " 0.921431\n", + " 1.133849\n", + " 11.84346\n", " Financials/Banks/Banks/Diversified Banks\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 1049324\n", - " GB0005405286\n", - " G4634U169\n", - " 0540528\n", + " 1113813\n", + " US46625H1005\n", + " 46625H100\n", + " <NA>\n", " <NA>\n", - " NaN\n", " \n", " \n", " ...\n", @@ -506,197 +465,210 @@ " ...\n", " \n", " \n", - " 4995\n", - " IWG Plc\n", - " London Stock Exchange\n", - " IWGl.TRE\n", - " 1475369189.0\n", + " 1934\n", + " Test Zxz\n", + " NYSE Consolidated\n", + " ZXZ\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", " <NA>\n", - " NaN\n", " <NA>\n", - " NaN\n", - " -0.16891\n", - " Real Estate/Real Estate/Real Estate Management...\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 279328150\n", - " JE00BYVQYS01\n", - " G4969N103\n", + " 214389816\n", + " <NA>\n", + " <NA>\n", " <NA>\n", " <NA>\n", - " NaN\n", " \n", " \n", - " 4996\n", - " Synthomer PLC\n", - " London Stock Exchange\n", - " SYNTl.TRE\n", - " 538140068.0\n", - " 1137334940.0\n", - " NaN\n", - " 0.578522\n", - " NaN\n", - " 0.2021\n", - " Materials/Materials/Chemicals/Specialty Chemicals\n", + " 1935\n", + " NYSE Tick Pilot Test Sym G1\n", + " NYSE Consolidated\n", + " NTESTa.K\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 279328163\n", - " GB0009887422\n", - " G8650C102\n", + " 237876615\n", + " <NA>\n", + " <NA>\n", " <NA>\n", " <NA>\n", - " NaN\n", " \n", " \n", - " 4997\n", - " Pennon Group PLC\n", - " London Stock Exchange\n", - " PNNl.TRE\n", - " 2269013800.0\n", - " 1422087100.0\n", - " NaN\n", - " 0.760939\n", - " NaN\n", - " 0.05779\n", - " Utilities/Utilities/Water Utilities/Water Util...\n", + " 1936\n", + " NYSE Tick Pilot Test Sym-G2\n", + " NYSE Consolidated\n", + " NTESTb.K\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 279328173\n", - " GB00BNNTLN49\n", - " G8295T239\n", + " 237876637\n", + " <NA>\n", + " <NA>\n", " <NA>\n", " <NA>\n", - " NaN\n", " \n", " \n", - " 4998\n", - " Shaftesbury PLC\n", - " London Stock Exchange\n", - " SHBl.TRE\n", - " 1559409668.0\n", - " 2647458660.0\n", - " NaN\n", - " 0.293124\n", - " NaN\n", - " 1.01592\n", - " Real Estate/Real Estate/Equity Real Estate Inv...\n", + " 1937\n", + " NYSE Tick Pilot Test Sym G2\n", + " NYSE Consolidated\n", + " NTESTc.K\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 279328175\n", - " GB0007990962\n", - " G80603106\n", + " 237876655\n", + " <NA>\n", + " <NA>\n", " <NA>\n", " <NA>\n", - " NaN\n", " \n", " \n", - " 4999\n", - " FirstGroup PLC\n", - " London Stock Exchange\n", - " FGPl.TRE\n", - " 908239153.0\n", - " 978110280.0\n", - " NaN\n", - " 0.769138\n", - " NaN\n", - " -0.00186\n", - " Industrials/Transportation/Road & Rail/Trucking\n", + " 1938\n", + " Test Symbol NTEST D\n", + " NYSE Consolidated\n", + " NTESTd.K\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", + " <NA>\n", " ...\n", + " Equities\n", " A:1L\n", - " British Penny\n", + " US Dollar\n", " AC\n", " QUOTExEQUITY\n", - " 279328178\n", - " GB0003452173\n", - " G34604101\n", + " 299363939\n", + " <NA>\n", + " <NA>\n", " <NA>\n", " <NA>\n", - " NaN\n", " \n", " \n", "\n", - "

5000 rows × 45 columns

\n", + "

1939 rows × 42 columns

\n", "" ], "text/plain": [ - " DTSubjectName ExchangeName RIC MktCapCompanyUsd \\\n", - "0 Shell PLC London Stock Exchange SHEL.L 184798835503.0 \n", - "1 BP PLC London Stock Exchange BP.L 95339653075.0 \n", - "2 Glencore PLC London Stock Exchange GLEN.L 71482438695.0 \n", - "3 AstraZeneca PLC London Stock Exchange AZN.L 170093321802.0 \n", - "4 HSBC Holdings PLC London Stock Exchange HSBA.L 105008457539.0 \n", - "... ... ... ... ... \n", - "4995 IWG Plc London Stock Exchange IWGl.TRE 1475369189.0 \n", - "4996 Synthomer PLC London Stock Exchange SYNTl.TRE 538140068.0 \n", - "4997 Pennon Group PLC London Stock Exchange PNNl.TRE 2269013800.0 \n", - "4998 Shaftesbury PLC London Stock Exchange SHBl.TRE 1559409668.0 \n", - "4999 FirstGroup PLC London Stock Exchange FGPl.TRE 908239153.0 \n", + " DTSubjectName ExchangeName RIC \\\n", + "0 Berkshire Hathaway Inc NYSE Consolidated BRKa \n", + "1 Walt Disney Co NYSE Consolidated DIS \n", + "2 Exxon Mobil Corp NYSE Consolidated XOM \n", + "3 UnitedHealth Group Inc NYSE Consolidated UNH \n", + "4 JPMorgan Chase & Co NYSE Consolidated JPM \n", + "... ... ... ... \n", + "1934 Test Zxz NYSE Consolidated ZXZ \n", + "1935 NYSE Tick Pilot Test Sym G1 NYSE Consolidated NTESTa.K \n", + "1936 NYSE Tick Pilot Test Sym-G2 NYSE Consolidated NTESTb.K \n", + "1937 NYSE Tick Pilot Test Sym G2 NYSE Consolidated NTESTc.K \n", + "1938 Test Symbol NTEST D NYSE Consolidated NTESTd.K \n", + "\n", + " MktCapCompanyUsd ShareholdersEquityUsd Pe DebtToAssets \\\n", + "0 693513590760 506199000000 0.462934 \n", + "1 167733991056 88553000000 52.619234 0.49794 \n", + "2 439884760000 168577000000 8.711722 0.481643 \n", + "3 471379107328 71760000000 24.711943 0.6396 \n", + "4 400030482625 259289000000 11.515216 0.921431 \n", + "... ... ... ... ... \n", + "1934 \n", + "1935 \n", + "1936 \n", + "1937 \n", + "1938 \n", "\n", - " ShareholdersEquityUsd Pe DebtToAssets Beta Eps \\\n", - "0 171966000000.0 5.87878 0.566431 1.328381 4.78817 \n", - "1 75442000000.0 0.68518 1.263862 -0.57601 \n", - "2 39931000000.0 5.010718 0.710478 1.903945 1.20056 \n", - "3 39268000000.0 0.627127 0.364302 -0.84387 \n", - "4 175836000000.0 8.387408 0.930094 0.924488 0.68413 \n", - "... ... ... ... ... ... \n", - "4995 NaN NaN -0.16891 \n", - "4996 1137334940.0 NaN 0.578522 NaN 0.2021 \n", - "4997 1422087100.0 NaN 0.760939 NaN 0.05779 \n", - "4998 2647458660.0 NaN 0.293124 NaN 1.01592 \n", - "4999 978110280.0 NaN 0.769138 NaN -0.00186 \n", + " Beta Eps Gics \\\n", + "0 0.896323 -1189.17575 Financials/Diversified Financials/Diversified ... \n", + "1 1.239782 1.74803 Communication Services/Media & Entertainment/E... \n", + "2 1.122766 12.26164 Energy/Energy/Oil, Gas & Consumable Fuels/Inte... \n", + "3 0.693955 20.41523 Health Care/Health Care Equipment & Services/H... \n", + "4 1.133849 11.84346 Financials/Banks/Banks/Diversified Banks \n", + "... ... ... ... \n", + "1934 \n", + "1935 \n", + "1936 \n", + "1937 \n", + "1938 \n", "\n", - " Gics ... RCSAssetCategory \\\n", - "0 Energy/Energy/Oil, Gas & Consumable Fuels/Inte... ... A:1L \n", - "1 Energy/Energy/Oil, Gas & Consumable Fuels/Inte... ... A:1L \n", - "2 Materials/Materials/Metals & Mining/Diversifie... ... A:1L \n", - "3 Health Care/Pharmaceuticals, Biotechnology & L... ... A:1L \n", - "4 Financials/Banks/Banks/Diversified Banks ... A:1L \n", - "... ... ... ... \n", - "4995 Real Estate/Real Estate/Real Estate Management... ... A:1L \n", - "4996 Materials/Materials/Chemicals/Specialty Chemicals ... A:1L \n", - "4997 Utilities/Utilities/Water Utilities/Water Util... ... A:1L \n", - "4998 Real Estate/Real Estate/Equity Real Estate Inv... ... A:1L \n", - "4999 Industrials/Transportation/Road & Rail/Trucking ... A:1L \n", + " ... SearchAllCategory RCSAssetCategory RCSCurrencyLeaf AssetState \\\n", + "0 ... Equities A:1L US Dollar AC \n", + "1 ... Equities A:1L US Dollar AC \n", + "2 ... Equities A:1L US Dollar AC \n", + "3 ... Equities A:1L US Dollar AC \n", + "4 ... Equities A:1L US Dollar AC \n", + "... ... ... ... ... ... \n", + "1934 ... Equities A:1L US Dollar AC \n", + "1935 ... Equities A:1L US Dollar AC \n", + "1936 ... Equities A:1L US Dollar AC \n", + "1937 ... Equities A:1L US Dollar AC \n", + "1938 ... Equities A:1L US Dollar AC \n", "\n", - " RCSCurrencyLeaf AssetState BusinessEntity PI IssueISIN \\\n", - "0 British Penny AC QUOTExEQUITY 21264014 GB00BP6MXD84 \n", - "1 British Penny AC QUOTExEQUITY 829400 GB0007980591 \n", - "2 British Penny AC QUOTExEQUITY 86386483 JE00B4T3BW64 \n", - "3 British Penny AC QUOTExEQUITY 1049533 GB0009895292 \n", - "4 British Penny AC QUOTExEQUITY 1049324 GB0005405286 \n", - "... ... ... ... ... ... \n", - "4995 British Penny AC QUOTExEQUITY 279328150 JE00BYVQYS01 \n", - "4996 British Penny AC QUOTExEQUITY 279328163 GB0009887422 \n", - "4997 British Penny AC QUOTExEQUITY 279328173 GB00BNNTLN49 \n", - "4998 British Penny AC QUOTExEQUITY 279328175 GB0007990962 \n", - "4999 British Penny AC QUOTExEQUITY 279328178 GB0003452173 \n", + " BusinessEntity PI IssueISIN CUSIP CinCUSIP \\\n", + "0 QUOTExEQUITY 727363 US0846701086 084670108 \n", + "1 QUOTExEQUITY 1096946 US2546871060 254687106 \n", + "2 QUOTExEQUITY 728548 US30231G1022 30231G102 \n", + "3 QUOTExEQUITY 1096631 US91324P1021 91324P102 \n", + "4 QUOTExEQUITY 1113813 US46625H1005 46625H100 \n", + "... ... ... ... ... ... \n", + "1934 QUOTExEQUITY 214389816 \n", + "1935 QUOTExEQUITY 237876615 \n", + "1936 QUOTExEQUITY 237876637 \n", + "1937 QUOTExEQUITY 237876655 \n", + "1938 QUOTExEQUITY 299363939 \n", "\n", - " CinCUSIP SEDOL CUSIP SolvencyMargin \n", - "0 G80827101 BP6MXD8 NaN \n", - "1 G12793108 0798059 NaN \n", - "2 G39420107 B4T3BW6 NaN \n", - "3 G0593M107 0989529 NaN \n", - "4 G4634U169 0540528 NaN \n", - "... ... ... ... ... \n", - "4995 G4969N103 NaN \n", - "4996 G8650C102 NaN \n", - "4997 G8295T239 NaN \n", - "4998 G80603106 NaN \n", - "4999 G34604101 NaN \n", + " SolvencyMargin \n", + "0 \n", + "1 \n", + "2 \n", + "3 24.05608 \n", + "4 \n", + "... ... \n", + "1934 \n", + "1935 \n", + "1936 \n", + "1937 \n", + "1938 \n", "\n", - "[5000 rows x 45 columns]" + "[1939 rows x 42 columns]" ] }, "metadata": {}, @@ -704,13 +676,13 @@ } ], "source": [ - "lse_equities = equity.search(exchange_name=\"London Stock Exchange\")\n", - "display(lse_equities)" + "nyse_equities = equity.search(exchange_name='NYSE Consolidated')\n", + "display(nyse_equities)" ] }, { "cell_type": "markdown", - "id": "8d74665e-3960-45f0-9fc6-dafc93ec04dc", + "id": "ab59a8eb-9d2f-4286-894b-4af21ef1c249", "metadata": { "tags": [] }, @@ -720,7 +692,7 @@ }, { "cell_type": "markdown", - "id": "14c677c5-8074-4a6a-90a4-22c42e718a99", + "id": "b077bd3f-a38b-4f6f-ab2f-ff6b15a0ed87", "metadata": { "tags": [] }, @@ -730,8 +702,8 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "d4616194-4a5d-41ce-bf70-77d6fcfea695", + "execution_count": 8, + "id": "e3411f1b-028f-45c5-9c79-a4311e89cce7", "metadata": {}, "outputs": [], "source": [ @@ -743,7 +715,7 @@ }, { "cell_type": "markdown", - "id": "3e818e9a-4365-4db0-9b3c-3a1f7942f0d8", + "id": "bd5e6d07-d25c-4df2-ba82-832178512b42", "metadata": { "tags": [] }, @@ -753,8 +725,8 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "823fe324-21fd-442f-9028-202d9732a4b3", + "execution_count": 9, + "id": "5c95c0f2-6f73-47d4-a783-da5d6cc092f8", "metadata": { "tags": [] }, @@ -780,1168 +752,426 @@ "text": "", "type": "scatter", "x": [ - "Apple Inc", - "Apple Inc", - "Microsoft Corp", - "Microsoft Corp", - "Alphabet Inc", - "Alphabet Inc", - "Alphabet Inc", - "Alphabet Inc", - "Amazon.com Inc", - "Amazon.com Inc", - "Tesla Inc", - "Tesla Inc", "Berkshire Hathaway Inc", "Berkshire Hathaway Inc", - "Berkshire Hathaway Inc", - "UnitedHealth Group Inc", "UnitedHealth Group Inc", "Johnson & Johnson", - "Johnson & Johnson", - "Exxon Mobil Corp", "Exxon Mobil Corp", "Visa Inc", - "Visa Inc", - "Meta Platforms Inc", - "Meta Platforms Inc", - "Walmart Inc", - "Walmart Inc", - "Tencent Holdings Ltd", - "Tencent Holdings Ltd", - "NVIDIA Corp", - "NVIDIA Corp", - "JPMorgan Chase & Co", "JPMorgan Chase & Co", + "Walmart Inc", + "Procter & Gamble Co", "Eli Lilly and Co", - "Eli Lilly and Co", - "LVMH Moet Hennessy Louis Vuitton SE", - "LVMH Moet Hennessy Louis Vuitton SE", - "Chevron Corp", + "Mastercard Inc", "Chevron Corp", - "Procter & Gamble Co", - "Procter & Gamble Co", - "Home Depot Inc", "Home Depot Inc", - "Nestle SA", - "Nestle SA", - "Nestle SA", - "Nestle SA", - "Mastercard Inc", - "Mastercard Inc", - "Roche Holding AG", - "Bank of America Corp", - "Bank of America Corp", "Abbvie Inc", - "Abbvie Inc", - "Pfizer Inc", + "Merck & Co Inc", "Pfizer Inc", + "Bank of America Corp", "Coca-Cola Co", - "Coca-Cola Co", - "PepsiCo Inc", - "PepsiCo Inc", - "Toyota Motor Corp", - "Toyota Motor Corp", - "Merck & Co Inc", - "Merck & Co Inc", + "Oracle Corp", "Thermo Fisher Scientific Inc", - "Costco Wholesale Corp", - "Costco Wholesale Corp", - "Broadcom Inc", - "Broadcom Inc", "Danaher Corp", - "Danaher Corp", - "ASML Holding NV", - "ASML Holding NV", - "Shell PLC", - "Shell PLC", - "Walt Disney Co", - "Walt Disney Co", - "Novo Nordisk A/S", - "Novo Nordisk A/S", - "Novartis AG", - "Novartis AG", - "Abbott Laboratories", "Abbott Laboratories", - "Oracle Corp", - "T-Mobile US Inc", - "McDonald's Corp", "McDonald's Corp", - "L'Oreal SA", - "L'Oreal SA", - "Accenture PLC", + "Nike Inc", "Accenture PLC", - "Cisco Systems Inc", - "Cisco Systems Inc", - "AstraZeneca PLC", - "AstraZeneca PLC", "Verizon Communications Inc", - "Wells Fargo & Co", - "Wells Fargo & Co", "Nextera Energy Inc", - "Salesforce Inc", - "Salesforce Inc", - "Texas Instruments Inc", - "Bristol-Myers Squibb Co", + "Walt Disney Co", + "Wells Fargo & Co", + "Philip Morris International Inc", + "Linde PLC", + "Charles Schwab Corp", "Bristol-Myers Squibb Co", - "Conocophillips", - "United Parcel Service Inc", "United Parcel Service Inc", - "Charles Schwab Corp", - "Charles Schwab Corp", - "Nike Inc", - "Nike Inc", - "Morgan Stanley", + "Raytheon Technologies Corp", "Morgan Stanley", - "Linde PLC", - "Linde PLC", - "Qualcomm Inc", - "Qualcomm Inc", - "Adobe Inc", - "Adobe Inc", - "Comcast Corp", - "Comcast Corp", - "Philip Morris International Inc", - "Hermes International SCA", - "Hermes International SCA", - "BHP Group Ltd", - "BHP Group Ltd", - "CVS Health Corp", - "CVS Health Corp", - "TotalEnergies SE", - "TotalEnergies SE", - "Royal Bank of Canada", + "Conocophillips", + "Salesforce Inc", + "AT&T Inc", "Royal Bank of Canada", - "Raytheon Technologies Corp", + "International Business Machines Corp", "Union Pacific Corp", - "Amgen Inc", + "Deere & Co", + "Caterpillar Inc", + "Lockheed Martin Corp", "Lowe's Companies Inc", - "Honeywell International Inc", - "Toronto-Dominion Bank", + "Boeing Co", + "CVS Health Corp", "Toronto-Dominion Bank", - "Intuit Inc", - "Elevance Health Inc", + "Goldman Sachs Group Inc", "Elevance Health Inc", - "International Business Machines Corp", - "International Business Machines Corp", - "AT&T Inc", - "AT&T Inc", - "Intel Corp", - "Intel Corp", - "Medtronic PLC", - "Medtronic PLC", - "Equinor ASA", - "Equinor ASA", - "Prosus NV", - "Prosus NV", - "Blackstone Inc", - "Unilever PLC", - "Unilever PLC", - "Christian Dior SE", - "Christian Dior SE", - "Advanced Micro Devices Inc", - "Advanced Micro Devices Inc", - "PayPal Holdings Inc", - "PayPal Holdings Inc", "American Express Co", - "American Express Co", - "Deere & Co", - "Deere & Co", - "S&P Global Inc", "S&P Global Inc", - "Lockheed Martin Corp", - "Lockheed Martin Corp", - "SAP SE", - "SAP SE", - "Goldman Sachs Group Inc", - "Goldman Sachs Group Inc", - "Netflix Inc", - "Netflix Inc", - "HSBC Holdings PLC", - "HSBC Holdings PLC", - "Starbucks Corp", - "Starbucks Corp", - "American Tower Corp", - "Automatic Data Processing Inc", - "Sanofi SA", - "Sanofi SA", - "Prologis Inc", - "BP PLC", - "BP PLC", - "BP PLC", - "BP PLC", - "Diageo PLC", - "Diageo PLC", - "Caterpillar Inc", - "Caterpillar Inc", - "BYD Co Ltd", - "BYD Co Ltd", - "Cigna Corp", - "Cigna Corp", "BlackRock Inc", - "BlackRock Inc", - "Siemens AG", - "Siemens AG", - "Deutsche Telekom AG", - "Deutsche Telekom AG", - "ServiceNow Inc", - "ServiceNow Inc", - "Citigroup Inc", - "Citigroup Inc", - "Gazprom PAO", - "JD.Com Inc", - "Gilead Sciences Inc", - "Gilead Sciences Inc", - "British American Tobacco PLC", - "British American Tobacco PLC", - "Stryker Corp", + "Prologis Inc", + "Medtronic PLC", + "American Tower Corp", "Stryker Corp", - "Regeneron Pharmaceuticals Inc", - "Regeneron Pharmaceuticals Inc", - "Estee Lauder Companies Inc", + "Cigna Corp", + "Blackstone Inc", "Estee Lauder Companies Inc", - "Anheuser-Busch Inbev SA", - "Anheuser-Busch Inbev SA", + "Chubb Ltd", + "TJX Companies Inc", + "Citigroup Inc", "Marsh & McLennan Companies Inc", - "Enbridge Inc", - "Enbridge Inc", - "Mondelez International Inc", - "Boeing Co", - "Boeing Co", - "Analog Devices Inc", - "Vertex Pharmaceuticals Inc", - "Volkswagen AG", - "Volkswagen AG", + "Canadian National Railway Co", "Altria Group Inc", - "Altria Group Inc", - "Applied Materials Inc", - "Applied Materials Inc", - "TJX Companies Inc", - "TJX Companies Inc", "Northrop Grumman Corp", - "General Electric Co", - "General Electric Co", - "EOG Resources Inc", - "Southern Co", "Duke Energy Corp", - "Zoetis Inc", - "Target Corp", - "Target Corp", - "Intuitive Surgical Inc", - "Intuitive Surgical Inc", - "Airbus SE", - "Airbus SE", + "Enbridge Inc", + "ServiceNow Inc", + "Southern Co", "Progressive Corp", - "Glencore PLC", - "Glencore PLC", - "Airbnb Inc", - "Airbnb Inc", - "Brookfield Asset Management Inc", - "Brookfield Asset Management Inc", - "Rio Tinto PLC", - "Rio Tinto PLC", - "Waste Management Inc", - "Booking Holdings Inc", - "Booking Holdings Inc", - "Schneider Electric SE", - "Schneider Electric SE", + "General Electric Co", + "Schlumberger NV", "Becton Dickinson and Co", - "EssilorLuxottica SA", - "EssilorLuxottica SA", - "Industria de Diseno Textil SA", - "Industria de Diseno Textil SA", - "Allianz SE", - "Allianz SE", - "3M Co", - "3M Co", - "SoftBank Group Corp", - "SoftBank Group Corp", - "PNC Financial Services Group Inc", - "CME Group Inc", - "Fiserv Inc", - "Humana Inc", - "Crown Castle Inc", - "Occidental Petroleum Corp", - "Occidental Petroleum Corp", + "EOG Resources Inc", + "Canadian Pacific Railway Ltd", "US Bancorp", + "HCA Healthcare Inc", + "Target Corp", + "Zoetis Inc", + "3M Co", + "UBS Group AG", + "Air Products and Chemicals Inc", + "Illinois Tool Works Inc", "General Dynamics Corp", + "Boston Scientific Corp", + "Colgate-Palmolive Co", + "PNC Financial Services Group Inc", + "Waste Management Inc", "Bank of Montreal", - "Bank of Montreal", - "L'Air Liquide Societe Anonyme pour l'Etude et l'Exploitation des Procedes George", - "L'Air Liquide Societe Anonyme pour l'Etude et l'Exploitation des Procedes George", - "Zurich Insurance Group AG", - "Zurich Insurance Group AG", - "Micron Technology Inc", - "Micron Technology Inc", - "Iberdrola SA", - "Iberdrola SA", - "GSK plc", - "GSK plc", - "Pioneer Natural Resources Co", - "Canadian Natural Resources Ltd", - "Illinois Tool Works Inc", + "Sherwin-Williams Co", + "Eaton Corporation PLC", "Aon PLC", - "CSX Corp", - "Colgate-Palmolive Co", - "Snowflake Inc.", - "Snowflake Inc.", - "Boston Scientific Corp", - "Schlumberger NV", - "Schlumberger NV", - "Bank of Nova Scotia", + "Humana Inc", + "Crown Castle Inc", + "Truist Financial Corp", "Bank of Nova Scotia", - "HCA Healthcare Inc", - "HCA Healthcare Inc", - "Activision Blizzard Inc", - "Activision Blizzard Inc", - "Uber Technologies Inc", - "Uber Technologies Inc", - "Eaton Corporation PLC", - "Dominion Energy Inc", - "Mercedes Benz Group AG", - "Mercedes Benz Group AG", - "Sherwin-Williams Co", - "Kering SA", - "Kering SA", - "Dollar General Corp", - "Lam Research Corp", - "Nintendo Co Ltd", - "Nintendo Co Ltd", - "Edwards Lifesciences Corp", - "Edwards Lifesciences Corp", - "Air Products and Chemicals Inc", - "Marathon Petroleum Corp", - "Keurig Dr Pepper Inc", - "AXA SA", - "Charter Communications Inc", - "BNP Paribas SA", - "BNP Paribas SA", - "Equinix Inc", - "Equinix Inc", - "Compagnie Financiere Richemont SA", - "Compagnie Financiere Richemont SA", - "UBS Group AG", - "UBS Group AG", - "Intercontinental Exchange Inc", + "Norfolk Southern Corp", "Intercontinental Exchange Inc", + "Canadian Natural Resources Ltd", "MetLife Inc", - "MetLife Inc", - "Norfolk Southern Corp", - "Public Storage", - "Thomson Reuters Corp", "Thomson Reuters Corp", + "Emerson Electric Co", + "Freeport-McMoRan Inc", + "Occidental Petroleum Corp", + "Dollar General Corp", + "Brookfield Corp", "Mckesson Corp", + "Pioneer Natural Resources Co", + "Dominion Energy Inc", + "VMware Inc", + "Moody's Corp", + "Marathon Petroleum Corp", + "Uber Technologies Inc", + "Constellation Brands Inc", + "General Mills Inc", "General Motors Co", - "General Motors Co", - "Abb Ltd", - "Abb Ltd", - "Heineken NV", - "Heineken NV", - "Ford Motor Co", + "Southern Copper Corp", + "Public Storage", + "Sempra Energy", + "Stellantis NV", "Ford Motor Co", - "Siemens Healthineers AG", - "Siemens Healthineers AG", - "Westpac Banking Corp", - "Moderna Inc", - "Moderna Inc", - "Synopsys Inc", - "Monster Beverage Corp", - "Atlas Copco AB", - "Atlas Copco AB", - "Atlas Copco AB", - "Atlas Copco AB", - "Relx PLC", - "Relx PLC", - "Fidelity National Information Services Inc", - "Investor AB", - "Investor AB", - "Archer-Daniels-Midland Co", + "Phillips 66", "Archer-Daniels-Midland Co", - "Sempra Energy", - "Dassault Systemes SE", - "Dassault Systemes SE", - "Moody's Corp", - "Marriott International Inc", - "Vinci SA", - "Vinci SA", - "London Stock Exchange Group PLC", - "London Stock Exchange Group PLC", - "Reckitt Benckiser Group PLC", - "Reckitt Benckiser Group PLC", - "Emerson Electric Co", - "MercadoLibre Inc", - "Pernod Ricard SA", - "Pernod Ricard SA", - "KLA Corp", - "Valero Energy Corp", + "American International Group Inc", + "Edwards Lifesciences Corp", + "Shopify Inc", + "Roper Technologies Inc", + "Kimberly-Clark Corp", + "Amphenol Corp", "Valero Energy Corp", - "Cadence Design Systems Inc", - "Devon Energy Corp", - "Devon Energy Corp", - "Bayerische Motoren Werke AG", - "Bayerische Motoren Werke AG", - "O'Reilly Automotive Inc", - "Centene Corp", - "Hershey Co", - "General Mills Inc", - "General Mills Inc", - "Bayer AG", - "Bayer AG", - "Electricite de France SA", - "Electricite de France SA", - "American Electric Power Company Inc", - "Nutrien Ltd", - "Nutrien Ltd", - "Republic Services Inc", - "Phillips 66", - "Phillips 66", - "Corteva Inc", - "Autodesk Inc", "Autozone Inc", - "Mitsubishi Corp", - "Mitsubishi Corp", - "Freeport-McMoRan Inc", - "Freeport-McMoRan Inc", - "Cheniere Energy Inc", - "Cheniere Energy Inc", - "Woodside Energy Group Ltd", - "Woodside Energy Group Ltd", - "Woodside Energy Group Ltd", - "Amphenol Corp", - "Adyen NV", - "Adyen NV", - "L3harris Technologies Inc", - "Fortinet Inc", - "Fortinet Inc", - "Chipotle Mexican Grill Inc", - "Cintas Corp", - "Takeda Pharmaceutical Co Ltd", - "Takeda Pharmaceutical Co Ltd", - "Banco Santander SA", - "Banco Santander SA", - "Safran SA", - "Safran SA", - "Kraft Heinz Co", - "Anglo American PLC", - "Anglo American PLC", - "Enel SpA", - "Paychex Inc", - "CrowdStrike Holdings Inc", - "CrowdStrike Holdings Inc", - "Eni SpA", - "Eni SpA", - "Canadian Imperial Bank of Commerce", - "Canadian Imperial Bank of Commerce", - "FedEx Corp", "FedEx Corp", - "Workday Inc", - "Roper Technologies Inc", - "Kinder Morgan Inc", - "Lululemon Athletica Inc", - "Lululemon Athletica Inc", - "Motorola Solutions Inc", - "Hess Corp", + "Hershey Co", + "Johnson Controls International PLC", + "Centene Corp", "Agilent Technologies Inc", - "Twitter Inc", - "Twitter Inc", - "American International Group Inc", - "Shopify Inc", - "Shopify Inc", - "Deutsche Post AG", - "Deutsche Post AG", - "Kimberly-Clark Corp", - "Stellantis NV", - "Stellantis NV", - "Exelon Corp", - "Biogen Inc", - "Arthur J. Gallagher & Co.", - "Sysco Corp", - "Lonza Group AG", - "Lonza Group AG", - "Travelers Companies Inc", - "Capital One Financial Corp", "Aflac Inc", - "Southern Copper Corp", - "Microchip Technology Inc", - "National Grid PLC", - "Williams Companies Inc", - "BASF SE", - "BASF SE", - "Arista Networks Inc", - "Arista Networks Inc", - "Ferrari NV", + "Travelers Companies Inc", + "Motorola Solutions Inc", + "Ecolab Inc", + "Corteva Inc", "Ferrari NV", + "Hess Corp", + "Snowflake Inc.", + "Simon Property Group Inc", + "KKR & Co Inc", + "Fidelity National Information Services Inc", + "Kinder Morgan Inc", + "BCE Inc", + "Newmont Corporation", + "Republic Services Inc", "Realty Income Corp", - "Johnson Controls International PLC", - "Block Inc", + "Suncor Energy Inc", + "Trane Technologies PLC", + "TC Energy Corp", + "Arthur J. Gallagher & Co.", + "Las Vegas Sands Corp", "Block Inc", + "Williams Companies Inc", + "L3harris Technologies Inc", "PG&E Corp", - "MSCI Inc", - "MSCI Inc", - "Allstate Corp", + "Sysco Corp", "IQVIA Holdings Inc", - "Compass Group PLC", - "Compass Group PLC", - "Trane Technologies PLC", - "Enphase Energy Inc", - "Enphase Energy Inc", - "Xcel Energy Inc", - "Neste Oyj", - "Neste Oyj", - "Prudential Financial Inc", - "Newmont Corporation", - "Newmont Corporation", - "AP Moeller - Maersk A/S", - "AP Moeller - Maersk A/S", - "AP Moeller - Maersk A/S", - "Hilton Worldwide Holdings Inc", - "Muenchener Rueckversicherungs Gesellschaft in Muenchen AG", - "Muenchener Rueckversicherungs Gesellschaft in Muenchen AG", - "Illumina Inc", - "Illumina Inc", - "Electronic Arts Inc", - "Electronic Arts Inc", - "Orsted A/S", - "Orsted A/S", - "Resmed Inc", - "Parker-Hannifin Corp", - "ING Groep NV", - "ING Groep NV", - "Universal Music Group NV", - "Universal Music Group NV", - "Bank of New York Mellon Corp", + "Devon Energy Corp", "Bank of New York Mellon Corp", - "Infineon Technologies AG", - "Infineon Technologies AG", - "M&T Bank Corp", - "Las Vegas Sands Corp", - "Las Vegas Sands Corp", - "Nordea Bank Abp", - "Nordea Bank Abp", - "Global Payments Inc", - "Sika AG", - "Sika AG", - "Albemarle Corp", - "Albemarle Corp", - "Brown-Forman Corp", - "Intesa Sanpaolo SpA", - "Intesa Sanpaolo SpA", - "Dollar Tree Inc", + "Chipotle Mexican Grill Inc", + "Parker-Hannifin Corp", + "MSCI Inc", + "Canadian Imperial Bank of Commerce", + "Nutrien Ltd", + "TE Connectivity Ltd", + "Prudential Financial Inc", + "Allstate Corp", + "Apollo Global Management Inc", + "Dow Inc", + "Capital One Financial Corp", "Yum! Brands Inc", - "Lloyds Banking Group PLC", - "Lloyds Banking Group PLC", - "Kroger Co", - "Deutsche Boerse AG", - "Deutsche Boerse AG", - "Sartorius Stedim Biotech SA", - "Sartorius Stedim Biotech SA", - "STMicroelectronics NV", - "STMicroelectronics NV", - "Danone SA", - "Danone SA", - "Cummins Inc", - "Paccar Inc", - "Hapag Lloyd AG", - "Cognizant Technology Solutions Corp", - "Simon Property Group Inc", - "Vodafone Group PLC", - "Vodafone Group PLC", - "Ross Stores Inc", - "SunTrust Banks Inc", - "Manulife Financial Corp", - "Manulife Financial Corp", - "Volvo AB", + "Carrier Global Corp", "Nucor Corp", - "Kuaishou Technology", - "Consolidated Edison Inc", - "SBA Communications Corp", + "Dupont De Nemours Inc", "Alcon AG", - "Alcon AG", - "Trade Desk Inc", - "Datadog Inc", - "Datadog Inc" + "Halliburton Co", + "Arista Networks Inc", + "Cenovus Energy Inc", + "Hilton Worldwide Holdings Inc", + "TransDigm Group Inc", + "Manulife Financial Corp", + "Consolidated Edison Inc", + "Waste 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", + "image/png": 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", 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