865 lines
499 KiB
Plaintext
865 lines
499 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Competitors Analysis"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Requirement already satisfied: openpyxl in /opt/python/lib/python3.13/site-packages (3.1.5)\n",
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"Requirement already satisfied: et-xmlfile in /opt/python/lib/python3.13/site-packages (from openpyxl) (2.0.0)\n"
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]
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}
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],
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"source": [
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"import pandas as pd\n",
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"!pip install openpyxl\n",
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"import os\n",
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"import s3fs\n",
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"import seaborn as sns\n",
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"import plotly.express as px\n",
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"import re"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"fs = s3fs.S3FileSystem(\n",
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" client_kwargs={'endpoint_url': 'https://'+'minio-simple.lab.groupe-genes.fr'},\n",
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" key = os.environ[\"AWS_ACCESS_KEY_ID\"], \n",
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" secret = os.environ[\"AWS_SECRET_ACCESS_KEY\"], \n",
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" token = os.environ[\"AWS_SESSION_TOKEN\"])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"with fs.open('s3://projet-bdc-data/carmignac/Data Modélisation/competitors/weekly_perf_full.csv', 'rb') as f:\n",
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" weekly_perf = pd.read_csv(f, sep=\";\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"weekly_perf[\"Date\"] = pd.to_datetime(weekly_perf['Date'])"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Time span of each competitor fund"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" First_Appearance Last_Appearance\n",
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"shareClass_name \n",
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"AB EM Multi-Asset A EUR H 2012-12-01 2025-09-27\n",
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"AB European Growth A EUR 2024-03-23 2025-09-27\n",
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"AB European Income A2 EUR 2012-12-01 2025-09-27\n",
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"AB Event Driven S1 EUR H 2020-03-21 2025-09-27\n",
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"AB Global Dynamic Bond I2 GBP 2014-06-21 2025-09-27\n",
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"... ... ...\n",
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"iShares MSCI EM ex China ETF USD Acc 2021-05-29 2025-09-27\n",
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"iShares € Aggt Bd ESG SRI ETF EUR Dist 2012-12-01 2025-09-27\n",
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"iShares € Corp Bd 0-3yr ESG SRI ETF€Dist 2016-02-06 2025-09-27\n",
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"iShares € Govt Bond 1-3yr ETF EUR Dist 2012-12-01 2025-09-27\n",
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"ÖkoWorld ÖkoVision Classic C 2015-01-07 2015-12-30\n",
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"\n",
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"[1012 rows x 2 columns]\n"
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]
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}
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],
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"source": [
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"span_df = weekly_perf.groupby('shareClass_name')['Date'].agg(['min', 'max'])\n",
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"\n",
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"span_df.columns = ['First_Appearance', 'Last_Appearance']\n",
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"\n",
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"print(span_df)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {},
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"outputs": [],
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"source": [
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"carmignac_funds = weekly_perf[weekly_perf['shareClass_name'].str.contains(\"Carmignac\", case=False, na=False)]\n",
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"carmignac_span = carmignac_funds.groupby('shareClass_name')['Date'].agg(['min', 'max'])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"metadata": {},
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"outputs": [],
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"source": [
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"carmignac_weekly_perf_head = carmignac_funds.head(150)\n",
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"carmignac_weekly_perf_head.to_csv(\"weekly_perf_head.csv\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>min</th>\n",
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" <th>max</th>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>shareClass_name</th>\n",
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" <th></th>\n",
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" <th></th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>AXA Sel Carmignac Convictions Instl I €</th>\n",
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" <td>2015-01-07</td>\n",
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" <td>2015-12-30</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>AXA Sel Carmignac Convictions Rtl R EUR</th>\n",
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" <td>2015-01-07</td>\n",
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" <td>2015-12-30</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>Best Carmignac FI</th>\n",
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" <td>2015-01-07</td>\n",
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" <td>2015-12-30</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>Carmignac Absolute Ret Eur A EUR Acc</th>\n",
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" <td>2012-12-01</td>\n",
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" <td>2025-09-27</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>Carmignac Absolute Ret Eur A EUR Ydis</th>\n",
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" <td>2015-01-07</td>\n",
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" <td>2015-12-30</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>...</th>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>Multimgrs Equilibre-Carmignac Patrim I</th>\n",
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" <td>2015-01-07</td>\n",
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" <td>2015-12-30</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>Multimgrs Equilibre-Carmignac Patrim P</th>\n",
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" <td>2015-01-07</td>\n",
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" <td>2015-12-30</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>Multimgrs Equilibre-Carmignac Patrim S</th>\n",
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" <td>2015-01-07</td>\n",
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" <td>2015-12-30</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>Nomura Carmignac Fund A</th>\n",
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" <td>2015-01-07</td>\n",
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" <td>2015-12-30</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>Nomura Carmignac Fund B</th>\n",
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" <td>2015-01-07</td>\n",
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" <td>2015-12-30</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"<p>224 rows × 2 columns</p>\n",
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"</div>"
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],
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"text/plain": [
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" min max\n",
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"shareClass_name \n",
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"AXA Sel Carmignac Convictions Instl I € 2015-01-07 2015-12-30\n",
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"AXA Sel Carmignac Convictions Rtl R EUR 2015-01-07 2015-12-30\n",
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"Best Carmignac FI 2015-01-07 2015-12-30\n",
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"Carmignac Absolute Ret Eur A EUR Acc 2012-12-01 2025-09-27\n",
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"Carmignac Absolute Ret Eur A EUR Ydis 2015-01-07 2015-12-30\n",
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"... ... ...\n",
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"Multimgrs Equilibre-Carmignac Patrim I 2015-01-07 2015-12-30\n",
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"Multimgrs Equilibre-Carmignac Patrim P 2015-01-07 2015-12-30\n",
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"Multimgrs Equilibre-Carmignac Patrim S 2015-01-07 2015-12-30\n",
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"Nomura Carmignac Fund A 2015-01-07 2015-12-30\n",
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"Nomura Carmignac Fund B 2015-01-07 2015-12-30\n",
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"\n",
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"[224 rows x 2 columns]"
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]
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},
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"carmignac_span_filtered = carmignac_span[carmignac_span[\"max\"] >= 2025-12]"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Other"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" Date perfPeriod shareClass_name \\\n",
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"4 2012-12-29 1YrRet Carmignac Pf Asia Discovery A EUR Acc \n",
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"11 2012-12-29 1YrRet Carmignac Pf Asia Discovery F EUR Acc \n",
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"16 2013-01-05 1YrRet Carmignac Pf Asia Discovery F EUR Acc \n",
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"26 2013-01-05 1YrRet Carmignac Pf Asia Discovery A EUR Acc \n",
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"32 2013-01-12 1YrRet Carmignac Pf Asia Discovery F EUR Acc \n",
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"... ... ... ... \n",
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"2370113 2015-12-30 WeeklyRet Carmignac Pf Global Bond A EUR Acc \n",
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"2370124 2015-12-30 WeeklyRet Carmignac Pf Asia Discovery F EUR Acc \n",
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"2370142 2015-12-30 WeeklyRet Carmignac Pf Investissement A EUR Acc \n",
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"2370150 2015-12-30 WeeklyRet Carmignac Patrimoine A EUR Acc \n",
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"2370157 2015-12-30 WeeklyRet Carmignac Pf Sécurité FW EUR Acc \n",
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"\n",
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" return percentile max_date \n",
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"4 15.370509 2.0 2025-09-27 \n",
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"11 15.364424 2.0 2025-09-27 \n",
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"16 15.487607 2.0 2025-09-27 \n",
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"26 15.487613 2.0 2025-09-27 \n",
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"32 10.613214 6.0 2025-09-27 \n",
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"... ... ... ... \n",
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"2370113 0.014101 51.0 2025-09-27 \n",
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"2370124 -0.179625 90.0 2025-09-27 \n",
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"2370142 0.387834 68.0 2025-09-27 \n",
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"2370150 0.105970 72.0 2025-09-27 \n",
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"2370157 0.019303 51.0 2025-09-27 \n",
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"\n",
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"[140423 rows x 6 columns]\n"
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]
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}
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],
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"source": [
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"df = weekly_perf\n",
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"\n",
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"# 1. Ensure Date is datetime format [cite: 1, 2]\n",
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"df['Date'] = pd.to_datetime(df['Date'])\n",
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"\n",
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"# 2. Create the 'max' (Last Appearance) column for each fund [cite: 1, 2]\n",
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"df['max_date'] = df.groupby('shareClass_name')['Date'].transform('max')\n",
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"\n",
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"# 3. Define your target date\n",
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"target_value = pd.to_datetime('2025-01-01')\n",
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"\n",
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"# 4. Filter for Carmignac funds that appeared AFTER the target value\n",
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"# This keeps all historical rows for funds whose LAST appearance > target\n",
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"filtered_carmignac = df[\n",
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" (df['shareClass_name'].str.contains(\"Carmignac\", case=False)) & \n",
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" (df['max_date'] > target_value)\n",
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"]\n",
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"\n",
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"print(filtered_carmignac)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Rest"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"fig, ax = plt.subplots(figsize=(10, 5))\n",
|
||
"aum_by_asset_type.plot(kind='bar', ax=ax, color='steelblue', edgecolor='navy', alpha=0.8)\n",
|
||
"ax.set_title('AUM Distribution by Product - Asset Type')\n",
|
||
"ax.set_xlabel('Product - Asset Type')\n",
|
||
"ax.set_ylabel('Total AUM (€)')\n",
|
||
"ax.tick_params(axis='x', rotation=45)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# For each asset type: AUM per account (sum across funds/dates)\n",
|
||
"aum_per_account = stocks.groupby(['Product - Asset Type', 'Registrar Account - ID'], dropna=False)['Value - AUM €'].sum().reset_index()\n",
|
||
"\n",
|
||
"# Build cumulative concentration curves per asset type\n",
|
||
"fig, ax = plt.subplots(figsize=(10, 6))\n",
|
||
"\n",
|
||
"for asset_type in aum_per_account['Product - Asset Type'].unique():\n",
|
||
" subset = aum_per_account[aum_per_account['Product - Asset Type'] == asset_type].copy()\n",
|
||
" subset = subset.sort_values('Value - AUM €', ascending=False).reset_index(drop=True)\n",
|
||
" \n",
|
||
" total_aum = subset['Value - AUM €'].sum()\n",
|
||
" if total_aum == 0:\n",
|
||
" continue\n",
|
||
" \n",
|
||
" subset['cumsum_aum'] = subset['Value - AUM €'].cumsum()\n",
|
||
" subset['cumsum_pct'] = 100 * subset['cumsum_aum'] / total_aum\n",
|
||
" subset['n_accounts'] = range(1, len(subset) + 1)\n",
|
||
" \n",
|
||
" ax.plot(subset['n_accounts'], subset['cumsum_pct'], label=asset_type if pd.notna(asset_type) else '(empty)', linewidth=2)\n",
|
||
"\n",
|
||
"ax.axhline(y=90, color='gray', linestyle='--', alpha=0.5, label='90% threshold')\n",
|
||
"ax.set_xlabel('Number of accounts (sorted by AUM, largest first)')\n",
|
||
"ax.set_ylabel('Cumulative % of total AUM')\n",
|
||
"ax.set_title('Account concentration: how many accounts hold X% of each asset type?')\n",
|
||
"ax.legend(loc='lower right')\n",
|
||
"ax.grid(True, alpha=0.3)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
|
||
"</style>\n",
|
||
"<table border=\"1\" class=\"dataframe\">\n",
|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>Product - Asset Type</th>\n",
|
||
" <th>50% of AUM</th>\n",
|
||
" <th>75% of AUM</th>\n",
|
||
" <th>90% of AUM</th>\n",
|
||
" <th>95% of AUM</th>\n",
|
||
" <th>99% of AUM</th>\n",
|
||
" <th>Total accounts</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>Alternative</td>\n",
|
||
" <td>19</td>\n",
|
||
" <td>80</td>\n",
|
||
" <td>193</td>\n",
|
||
" <td>309</td>\n",
|
||
" <td>667</td>\n",
|
||
" <td>2679</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>Diversified</td>\n",
|
||
" <td>36</td>\n",
|
||
" <td>113</td>\n",
|
||
" <td>289</td>\n",
|
||
" <td>480</td>\n",
|
||
" <td>1100</td>\n",
|
||
" <td>8846</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>Equity</td>\n",
|
||
" <td>35</td>\n",
|
||
" <td>125</td>\n",
|
||
" <td>331</td>\n",
|
||
" <td>556</td>\n",
|
||
" <td>1378</td>\n",
|
||
" <td>9123</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>Fixed Income</td>\n",
|
||
" <td>33</td>\n",
|
||
" <td>114</td>\n",
|
||
" <td>307</td>\n",
|
||
" <td>514</td>\n",
|
||
" <td>1132</td>\n",
|
||
" <td>7348</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>Private Assets</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>18</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" Product - Asset Type 50% of AUM 75% of AUM 90% of AUM 95% of AUM \\\n",
|
||
"0 Alternative 19 80 193 309 \n",
|
||
"1 Diversified 36 113 289 480 \n",
|
||
"2 Equity 35 125 331 556 \n",
|
||
"3 Fixed Income 33 114 307 514 \n",
|
||
"4 Private Assets 1 1 1 1 \n",
|
||
"\n",
|
||
" 99% of AUM Total accounts \n",
|
||
"0 667 2679 \n",
|
||
"1 1100 8846 \n",
|
||
"2 1378 9123 \n",
|
||
"3 1132 7348 \n",
|
||
"4 3 18 "
|
||
]
|
||
},
|
||
"execution_count": 10,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Summary: number of accounts holding X% of each asset type\n",
|
||
"thresholds = [50, 75, 90, 95, 99]\n",
|
||
"results = []\n",
|
||
"\n",
|
||
"for asset_type in aum_per_account['Product - Asset Type'].unique():\n",
|
||
" subset = aum_per_account[aum_per_account['Product - Asset Type'] == asset_type].copy()\n",
|
||
" subset = subset.sort_values('Value - AUM €', ascending=False).reset_index(drop=True)\n",
|
||
" total_aum = subset['Value - AUM €'].sum()\n",
|
||
" if total_aum == 0:\n",
|
||
" continue\n",
|
||
" \n",
|
||
" cumsum_pct = 100 * subset['Value - AUM €'].cumsum() / total_aum\n",
|
||
" \n",
|
||
" row = {'Product - Asset Type': asset_type if pd.notna(asset_type) else '(empty)'}\n",
|
||
" for pct in thresholds:\n",
|
||
" n_accounts = (cumsum_pct >= pct).idxmax() + 1 if (cumsum_pct >= pct).any() else len(subset)\n",
|
||
" row[f'{pct}% of AUM'] = n_accounts\n",
|
||
" row['Total accounts'] = len(subset)\n",
|
||
" results.append(row)\n",
|
||
"\n",
|
||
"pd.DataFrame(results)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Alternative: 309 accounts (95% AUM) → 50947 rows → aum_95pct_by_asset_type/aum_alternative_95pct.csv\n",
|
||
"Diversified: 480 accounts (95% AUM) → 354694 rows → aum_95pct_by_asset_type/aum_diversified_95pct.csv\n",
|
||
"Equity: 556 accounts (95% AUM) → 431011 rows → aum_95pct_by_asset_type/aum_equity_95pct.csv\n",
|
||
"Fixed Income: 514 accounts (95% AUM) → 345213 rows → aum_95pct_by_asset_type/aum_fixed_income_95pct.csv\n",
|
||
"Private Assets: 1 accounts (95% AUM) → 88 rows → aum_95pct_by_asset_type/aum_private_assets_95pct.csv\n",
|
||
"nan: 4 accounts (95% AUM) → 3076 rows → aum_95pct_by_asset_type/aum_empty_95pct.csv\n",
|
||
"\n",
|
||
"Done. Files saved in 'aum_95pct_by_asset_type/'\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"OUTPUT_DIR = 'aum_95pct_by_asset_type'\n",
|
||
"os.makedirs(OUTPUT_DIR, exist_ok=True)\n",
|
||
"\n",
|
||
"def safe_filename(asset_type):\n",
|
||
" \"\"\"Convert asset type to a safe filename.\"\"\"\n",
|
||
" if pd.isna(asset_type) or str(asset_type).strip() == '':\n",
|
||
" return 'empty'\n",
|
||
" return re.sub(r'[^\\w\\-]', '_', str(asset_type).strip().lower().replace(' ', '_'))\n",
|
||
"\n",
|
||
"# For each asset type: get accounts holding 95% of AUM\n",
|
||
"for asset_type in aum_per_account['Product - Asset Type'].unique():\n",
|
||
" if pd.isna(asset_type):\n",
|
||
" subset = aum_per_account[aum_per_account['Product - Asset Type'].isna()].copy()\n",
|
||
" else:\n",
|
||
" subset = aum_per_account[aum_per_account['Product - Asset Type'] == asset_type].copy()\n",
|
||
" subset = subset.sort_values('Value - AUM €', ascending=False).reset_index(drop=True)\n",
|
||
" total_aum = subset['Value - AUM €'].sum()\n",
|
||
" \n",
|
||
" if total_aum == 0:\n",
|
||
" n_accounts_95 = 0\n",
|
||
" accounts_95 = set()\n",
|
||
" else:\n",
|
||
" cumsum_pct = 100 * subset['Value - AUM €'].cumsum() / total_aum\n",
|
||
" n_accounts_95 = (cumsum_pct >= 95).idxmax() + 1 if (cumsum_pct >= 95).any() else len(subset)\n",
|
||
" accounts_95 = set(subset.head(n_accounts_95)['Registrar Account - ID'])\n",
|
||
" \n",
|
||
" # Extract all rows from original df for these accounts AND this asset type\n",
|
||
" if pd.isna(asset_type):\n",
|
||
" type_mask = stocks['Product - Asset Type'].isna()\n",
|
||
" else:\n",
|
||
" type_mask = stocks['Product - Asset Type'] == asset_type\n",
|
||
" mask = type_mask & (stocks['Registrar Account - ID'].isin(accounts_95))\n",
|
||
" df_subset = stocks.loc[mask]\n",
|
||
" \n",
|
||
" filename = f\"aum_{safe_filename(asset_type)}_95pct.csv\"\n",
|
||
" filepath = os.path.join(OUTPUT_DIR, filename)\n",
|
||
" df_subset.to_csv(filepath, index=False)\n",
|
||
" \n",
|
||
" print(f\"{asset_type or '(empty)'}: {len(accounts_95)} accounts (95% AUM) → {len(df_subset)} rows → {filepath}\")\n",
|
||
"\n",
|
||
"print(f\"\\nDone. Files saved in '{OUTPUT_DIR}/'\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Sum of AUM by Product - Fund"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"AUM (€) by Product - Fund:\n",
|
||
"Product - Fund\n",
|
||
"Carmignac Patrimoine 1.838372e+12\n",
|
||
"Carmignac Sécurité 1.053010e+12\n",
|
||
"Carmignac Investissement 5.300035e+11\n",
|
||
"Carmignac Portfolio Sécurité 2.562135e+11\n",
|
||
"Carmignac Portfolio Flexible Bond 2.223185e+11\n",
|
||
"Carmignac Portfolio Patrimoine 2.035761e+11\n",
|
||
"Carmignac Emergents 1.218833e+11\n",
|
||
"Carmignac Portfolio Global Bond 1.119945e+11\n",
|
||
"Carmignac Portfolio Credit 8.413277e+10\n",
|
||
"Carmignac Court Terme 8.224046e+10\n",
|
||
"Carmignac Portfolio Emerging Patrimoine 7.216283e+10\n",
|
||
"Carmignac Portfolio Grande Europe 6.404670e+10\n",
|
||
"Carmignac Portfolio Long-Short European Equities 6.162365e+10\n",
|
||
"Carmignac Portfolio Climate Transition 5.125412e+10\n",
|
||
"Carmignac Absolute Return Europe 4.100414e+10\n",
|
||
"Carmignac Credit 2027 3.937522e+10\n",
|
||
"Carmignac Portfolio Patrimoine Europe 3.880186e+10\n",
|
||
"Carmignac Portfolio Investissement 3.643094e+10\n",
|
||
"Carmignac Investissement Latitude 3.474053e+10\n",
|
||
"Carmignac Portfolio Emergents 2.942745e+10\n",
|
||
"Carmignac Portfolio Asia Discovery 2.934378e+10\n",
|
||
"Carmignac Multi Expertise 2.633552e+10\n",
|
||
"Carmignac Euro-Entrepreneurs 2.522512e+10\n",
|
||
"Carmignac Credit 2029 1.738790e+10\n",
|
||
"Carmignac Portfolio Grandchildren 1.627555e+10\n",
|
||
"Carmignac Credit 2025 1.547217e+10\n",
|
||
"Fonditalia Carmignac Active Allocation 1.452571e+10\n",
|
||
"Carmignac Portfolio EM Debt 1.231814e+10\n",
|
||
"UFF Grande Europe 0-100 1.222263e+10\n",
|
||
"Carmignac Profil Réactif 75 1.178726e+10\n",
|
||
"Carmignac Global Active 1.079949e+10\n",
|
||
"Carmignac Profil Réactif 100 1.032957e+10\n",
|
||
"FP Carmignac European Leaders 8.759356e+09\n",
|
||
"Mapfre Carmignac F.P. 8.205244e+09\n",
|
||
"Carmignac Portfolio Flexible Allocation 2024 6.464648e+09\n",
|
||
"Carmignac China New Economy 5.961919e+09\n",
|
||
"Carmignac Portfolio Investissement Latitude 5.955304e+09\n",
|
||
"Carmignac Credit 2031 5.310328e+09\n",
|
||
"FP Carmignac Global Equity Compounders 4.482628e+09\n",
|
||
"Carmignac Portfolio Merger Arbitrage Plus 4.335203e+09\n",
|
||
"Credit Suisse Carmignac Emerging Markets Multi-Asset Fund 3.920236e+09\n",
|
||
"Carmignac Portfolio Euro-Entrepreneurs 3.670384e+09\n",
|
||
"Carmignac Portfolio Merger Arbitrage 3.643225e+09\n",
|
||
"Carmignac Portfolio Human Xperience 3.477910e+09\n",
|
||
"Carmignac Alts ICAV Carmignac Credit Opportunities 3.294673e+09\n",
|
||
"Carmignac Alts ICAV European Long Short 3.260443e+09\n",
|
||
"Carmignac Portfolio Capital Cube 2.773859e+09\n",
|
||
"Carmignac Portfolio China New Economy 2.757754e+09\n",
|
||
"FP Carmignac Emerging Markets 2.224219e+09\n",
|
||
"FP Carmignac Global Bond 2.208401e+09\n",
|
||
"Carmignac S.A. SICAV - PART II UCI Private Evergreen 2.205183e+09\n",
|
||
"Carmignac Portfolio Family Governed 2.104642e+09\n",
|
||
"Carmignac Portfolio Tech Solutions 1.812327e+09\n",
|
||
"FP Carmignac Emerging Patrimoine 1.486110e+09\n",
|
||
"Carmignac Portfolio Long-Short Global Equities 1.450546e+09\n",
|
||
"FP Carmignac Patrimoine 1.367843e+09\n",
|
||
"FP Carmignac Emerging Discovery 1.315189e+09\n",
|
||
"Carmignac Portfolio Global Market Neutral 8.912455e+08\n",
|
||
"Carmignac Portfolio China 8.898217e+08\n",
|
||
"Carmignac Portfolio Inflation Solution 8.063914e+08\n",
|
||
"Carmignac Portfolio Absolute Return Europe 7.929928e+08\n",
|
||
"Solys - Carmignac Equity Selection 6.677506e+08\n",
|
||
"LUX IM - Carmignac Emerging Flexible Bond 6.397498e+08\n",
|
||
"Carmignac Portfolio Evolution 5.464840e+08\n",
|
||
"Carmignac Portfolio Alpha Themes 5.085499e+08\n",
|
||
"Carmignac Portfolio Active Risk Allocation 3.816403e+08\n",
|
||
"Carmignac Portfolio Cross Asset Opportunities 2.291751e+08\n",
|
||
"Carmignac Portfolio Sustainable Bond 6.016398e+07\n",
|
||
"Carmignac Epargne Actions Monde ISR 1.858147e+07\n",
|
||
"CFP 1 2.300000e+02\n",
|
||
"Carmignac Innovation 0.000000e+00\n",
|
||
"Carmignac Euro-Investissement 0.000000e+00\n",
|
||
"Carmignac Portfolio Infotech 0.000000e+00\n",
|
||
"Carmignac Portfolio Market Neutral 0.000000e+00\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<div>\n",
|
||
"<style scoped>\n",
|
||
" .dataframe tbody tr th:only-of-type {\n",
|
||
" vertical-align: middle;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe tbody tr th {\n",
|
||
" vertical-align: top;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe thead th {\n",
|
||
" text-align: right;\n",
|
||
" }\n",
|
||
"</style>\n",
|
||
"<table border=\"1\" class=\"dataframe\">\n",
|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>Product - Fund</th>\n",
|
||
" <th>Total AUM (€)</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>Carmignac Patrimoine</td>\n",
|
||
" <td>1.838372e+12</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>Carmignac Sécurité</td>\n",
|
||
" <td>1.053010e+12</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>Carmignac Investissement</td>\n",
|
||
" <td>5.300035e+11</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>Carmignac Portfolio Sécurité</td>\n",
|
||
" <td>2.562135e+11</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>Carmignac Portfolio Flexible Bond</td>\n",
|
||
" <td>2.223185e+11</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>69</th>\n",
|
||
" <td>CFP 1</td>\n",
|
||
" <td>2.300000e+02</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>70</th>\n",
|
||
" <td>Carmignac Innovation</td>\n",
|
||
" <td>0.000000e+00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>71</th>\n",
|
||
" <td>Carmignac Euro-Investissement</td>\n",
|
||
" <td>0.000000e+00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>72</th>\n",
|
||
" <td>Carmignac Portfolio Infotech</td>\n",
|
||
" <td>0.000000e+00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>73</th>\n",
|
||
" <td>Carmignac Portfolio Market Neutral</td>\n",
|
||
" <td>0.000000e+00</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>74 rows × 2 columns</p>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" Product - Fund Total AUM (€)\n",
|
||
"0 Carmignac Patrimoine 1.838372e+12\n",
|
||
"1 Carmignac Sécurité 1.053010e+12\n",
|
||
"2 Carmignac Investissement 5.300035e+11\n",
|
||
"3 Carmignac Portfolio Sécurité 2.562135e+11\n",
|
||
"4 Carmignac Portfolio Flexible Bond 2.223185e+11\n",
|
||
".. ... ...\n",
|
||
"69 CFP 1 2.300000e+02\n",
|
||
"70 Carmignac Innovation 0.000000e+00\n",
|
||
"71 Carmignac Euro-Investissement 0.000000e+00\n",
|
||
"72 Carmignac Portfolio Infotech 0.000000e+00\n",
|
||
"73 Carmignac Portfolio Market Neutral 0.000000e+00\n",
|
||
"\n",
|
||
"[74 rows x 2 columns]"
|
||
]
|
||
},
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Sum Value - AUM € per Product - Fund\n",
|
||
"aum_by_fund = stocks.groupby('Product - Fund', dropna=False)['Value - AUM €'].sum().sort_values(ascending=False)\n",
|
||
"\n",
|
||
"print(\"AUM (€) by Product - Fund:\")\n",
|
||
"print(aum_by_fund.to_string())\n",
|
||
"\n",
|
||
"# Display as DataFrame for nicer formatting\n",
|
||
"aum_by_fund_df = aum_by_fund.reset_index()\n",
|
||
"aum_by_fund_df.columns = ['Product - Fund', 'Total AUM (€)']\n",
|
||
"aum_by_fund_df"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x800 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"fig, ax = plt.subplots(figsize=(10, 8))\n",
|
||
"aum_by_fund.plot(kind='barh', ax=ax, color='coral', edgecolor='darkred', alpha=0.8)\n",
|
||
"ax.set_title('AUM Distribution by Product - Fund')\n",
|
||
"ax.set_xlabel('Total AUM (€)')\n",
|
||
"ax.set_ylabel('Product - Fund')\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3",
|
||
"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": "3.13.12"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 4
|
||
}
|