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module3/exo3/exercice.ipynb
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{ {
"cells": [], "cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Install useful libraries"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here we install usefuls libraries for language processing."
]
},
{
"cell_type": "code",
"execution_count": 85,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: nltk==3.6.7 in /opt/conda/lib/python3.6/site-packages (3.6.7)\n",
"Requirement already satisfied: click in /opt/conda/lib/python3.6/site-packages (from nltk==3.6.7) (8.0.4)\n",
"Requirement already satisfied: tqdm in /opt/conda/lib/python3.6/site-packages (from nltk==3.6.7) (4.42.0)\n",
"Requirement already satisfied: regex>=2021.8.3 in /opt/conda/lib/python3.6/site-packages (from nltk==3.6.7) (2023.5.5)\n",
"Requirement already satisfied: joblib in /opt/conda/lib/python3.6/site-packages (from nltk==3.6.7) (1.1.1)\n",
"Requirement already satisfied: importlib-metadata; python_version < \"3.8\" in /opt/conda/lib/python3.6/site-packages (from click->nltk==3.6.7) (4.8.3)\n",
"Requirement already satisfied: zipp>=0.5 in /opt/conda/lib/python3.6/site-packages (from importlib-metadata; python_version < \"3.8\"->click->nltk==3.6.7) (2.1.0)\n",
"Requirement already satisfied: typing-extensions>=3.6.4; python_version < \"3.8\" in /opt/conda/lib/python3.6/site-packages (from importlib-metadata; python_version < \"3.8\"->click->nltk==3.6.7) (4.1.1)\n"
]
}
],
"source": [
"! pip install nltk==3.6.7 # Nltk is a simple but useful library for nlp"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Required Libraries"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here we export the required python libraries."
]
},
{
"cell_type": "code",
"execution_count": 211,
"metadata": {},
"outputs": [],
"source": [
"import os # Check gile existance\n",
"import urllib.request # Download files from the web\n",
"from bs4 import BeautifulSoup # Parse html files\n",
"import unicodedata # Normalize text\n",
"import re # Find regular expresions\n",
"import nltk # Natural Language Processing\n",
"import pandas as pd # Organize data in dataframes\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Misc Functions"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Miscelanious functions that will be used during the text processing"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
"# Take a text and remove any accents\n",
"def remove_accents(text):\n",
" normalized_text = unicodedata.normalize('NFD', text) # Untangle lettre and accent characters\n",
" non_accented_text = re.sub('[\\u0300-\\u036f]', '', normalized_text) # Removve accent characters\n",
" return non_accented_text"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Misc Data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"We download a punctuation file to preprocess text."
]
},
{
"cell_type": "code",
"execution_count": 88,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"[nltk_data] Downloading package punkt to /home/jovyan/nltk_data...\n",
"[nltk_data] Unzipping tokenizers/punkt.zip.\n"
]
},
{
"data": {
"text/plain": [
"True"
]
},
"execution_count": 88,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nltk.download('punkt')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Get a local version if not present"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If we do not have a local version of the html file that contains the play, we will download one."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"data_url = 'http://dramacode.github.io/html/moliere_avare.html' \n",
"data_file = 'moliere_avare.html'\n",
"if not os.path.exists(data_file):\n",
" urllib.request.urlretrieve(data_url, data_file)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load the data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now that we know there is a local version of the html file we can parse it with BeautifulSoup so it is easy to explore the document."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"with open('moliere_avare.html', 'rb') as file:\n",
" soup = BeautifulSoup(file, 'html.parser')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Characters Analysis"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Collect list of characters"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we can extract all the characters from the document"
]
},
{
"cell_type": "code",
"execution_count": 72,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['harpagon',\n",
" 'cleante',\n",
" 'elise',\n",
" 'valere',\n",
" 'mariane',\n",
" 'anselme',\n",
" 'frosine',\n",
" 'maitre simon',\n",
" 'maitre jacques',\n",
" 'la fleche',\n",
" 'dame claude',\n",
" 'brindavoine',\n",
" 'la merluche',\n",
" 'commissaire']"
]
},
"execution_count": 72,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"characters = [char for char in soup.find_all('li', {'class':'castItem'})] # Get characters from the cast list\n",
"characters = [char.find('span').get('id') for char in characters] # Extract id from character\n",
"characters = [char.replace('-',' ') for char in characters] # Clean character id\n",
"characters"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Collect characters' speech"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now that we have a list of characters, we can go over the play and collect the speech of each character."
]
},
{
"cell_type": "code",
"execution_count": 169,
"metadata": {},
"outputs": [
{
"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>act</th>\n",
" <th>scene</th>\n",
" <th>speaker</th>\n",
" <th>speech</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>valere</td>\n",
" <td>[[Hé, quoi, ,, charmante, Élise, ,, vous, deve...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>elise</td>\n",
" <td>[[Non, ,, Valère, ,, je, ne, puis, pas, me, re...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>valere</td>\n",
" <td>[[Hé, que, pouvez-vous, craindre, ,, Élise, ,,...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>elise</td>\n",
" <td>[[Hélas, !], [cent, choses, à, la, fois, :, L'...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>valere</td>\n",
" <td>[[Ah, !], [ne, me, faites, pas, ce, tort, ,, d...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" act scene speaker speech\n",
"0 I I01 valere [[Hé, quoi, ,, charmante, Élise, ,, vous, deve...\n",
"1 I I01 elise [[Non, ,, Valère, ,, je, ne, puis, pas, me, re...\n",
"2 I I01 valere [[Hé, que, pouvez-vous, craindre, ,, Élise, ,,...\n",
"3 I I01 elise [[Hélas, !], [cent, choses, à, la, fois, :, L'...\n",
"4 I I01 valere [[Ah, !], [ne, me, faites, pas, ce, tort, ,, d..."
]
},
"execution_count": 169,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Dictionary to collect all the speech data\n",
"speech_dict = {\n",
" 'act':[],\n",
" 'scene':[], \n",
" 'speaker':[],\n",
" 'speech':[]\n",
"}\n",
"\n",
"# Get the body of the page\n",
"body = soup.find('section', {'class':'body'})\n",
"\n",
"# Get all the acts\n",
"for act_body in body.find_all('section', {'class':'level2'}):\n",
" act = act_body.get('id')\n",
" # Get all the scenes of the act\n",
" for scene_body in act_body.find_all('section', {'class':'level3'}):\n",
" scene = scene_body.get('id')\n",
" # Get the speakers and speeches of the scene\n",
" for speech_body in scene_body.find_all('div', {'class':'sp'}):\n",
" speaker = speech_body.find('p', {'class':'speaker'}).text\n",
" # Clean t he speakers name\n",
" speaker = remove_accents(speaker).lower()\n",
" \n",
" # Map the given speaker to known characters\n",
" for char in characters:\n",
" if char in speaker:\n",
" speaker = char\n",
" break\n",
" \n",
" speech = speech_body.find('p', {'class':'p autofirst'}).text.strip()\n",
" # Split speech into sentences\n",
" speech = nltk.tokenize.sent_tokenize(speech, language='french')\n",
" speech = [nltk.tokenize.word_tokenize(sent, language='french') for sent in speech]\n",
" # Split sentences into tokens\n",
" \n",
" # Add the data to the Dictionary\n",
" speech_dict['act'].append(act)\n",
" speech_dict['scene'].append(scene)\n",
" speech_dict['speaker'].append(speaker)\n",
" speech_dict['speech'].append(speech)\n",
" \n",
"speech_df = pd.DataFrame(speech_dict)\n",
"speech_df.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Compute characters' statistics"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First we compute some basic statistics from the existing dataset"
]
},
{
"cell_type": "code",
"execution_count": 170,
"metadata": {},
"outputs": [
{
"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>act</th>\n",
" <th>scene</th>\n",
" <th>speaker</th>\n",
" <th>speech</th>\n",
" <th>sentences</th>\n",
" <th>tokens</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>valere</td>\n",
" <td>[[Hé, quoi, ,, charmante, Élise, ,, vous, deve...</td>\n",
" <td>4</td>\n",
" <td>65</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>elise</td>\n",
" <td>[[Non, ,, Valère, ,, je, ne, puis, pas, me, re...</td>\n",
" <td>3</td>\n",
" <td>76</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>valere</td>\n",
" <td>[[Hé, que, pouvez-vous, craindre, ,, Élise, ,,...</td>\n",
" <td>1</td>\n",
" <td>16</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>elise</td>\n",
" <td>[[Hélas, !], [cent, choses, à, la, fois, :, L'...</td>\n",
" <td>2</td>\n",
" <td>56</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>I</td>\n",
" <td>I01</td>\n",
" <td>valere</td>\n",
" <td>[[Ah, !], [ne, me, faites, pas, ce, tort, ,, d...</td>\n",
" <td>4</td>\n",
" <td>53</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" act scene speaker speech \\\n",
"0 I I01 valere [[Hé, quoi, ,, charmante, Élise, ,, vous, deve... \n",
"1 I I01 elise [[Non, ,, Valère, ,, je, ne, puis, pas, me, re... \n",
"2 I I01 valere [[Hé, que, pouvez-vous, craindre, ,, Élise, ,,... \n",
"3 I I01 elise [[Hélas, !], [cent, choses, à, la, fois, :, L'... \n",
"4 I I01 valere [[Ah, !], [ne, me, faites, pas, ce, tort, ,, d... \n",
"\n",
" sentences tokens \n",
"0 4 65 \n",
"1 3 76 \n",
"2 1 16 \n",
"3 2 56 \n",
"4 4 53 "
]
},
"execution_count": 170,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Count total sentences on each characters' line\n",
"speech_df['sentences'] = speech_df.speech.apply(len)\n",
"# Count total tokens on each characters' line\n",
"speech_df['tokens'] = speech_df.speech.apply(lambda speech:sum([len(sent) for sent in speech]))\n",
"speech_df.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then we can get overall values for each character"
]
},
{
"cell_type": "code",
"execution_count": 171,
"metadata": {
"scrolled": true
},
"outputs": [
{
"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>sentences</th>\n",
" <th>tokens</th>\n",
" <th>lines</th>\n",
" </tr>\n",
" <tr>\n",
" <th>speaker</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>harpagon</th>\n",
" <td>545</td>\n",
" <td>6180</td>\n",
" <td>355</td>\n",
" </tr>\n",
" <tr>\n",
" <th>cleante</th>\n",
" <td>234</td>\n",
" <td>3670</td>\n",
" <td>161</td>\n",
" </tr>\n",
" <tr>\n",
" <th>valere</th>\n",
" <td>160</td>\n",
" <td>2943</td>\n",
" <td>100</td>\n",
" </tr>\n",
" <tr>\n",
" <th>frosine</th>\n",
" <td>138</td>\n",
" <td>2360</td>\n",
" <td>59</td>\n",
" </tr>\n",
" <tr>\n",
" <th>maitre jacques</th>\n",
" <td>127</td>\n",
" <td>1739</td>\n",
" <td>85</td>\n",
" </tr>\n",
" <tr>\n",
" <th>la fleche</th>\n",
" <td>104</td>\n",
" <td>1684</td>\n",
" <td>66</td>\n",
" </tr>\n",
" <tr>\n",
" <th>elise</th>\n",
" <td>71</td>\n",
" <td>1179</td>\n",
" <td>51</td>\n",
" </tr>\n",
" <tr>\n",
" <th>mariane</th>\n",
" <td>53</td>\n",
" <td>1009</td>\n",
" <td>32</td>\n",
" </tr>\n",
" <tr>\n",
" <th>anselme</th>\n",
" <td>34</td>\n",
" <td>570</td>\n",
" <td>20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>commissaire</th>\n",
" <td>29</td>\n",
" <td>328</td>\n",
" <td>17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>maitre simon</th>\n",
" <td>10</td>\n",
" <td>221</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>la merluche</th>\n",
" <td>5</td>\n",
" <td>51</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>brindavoine</th>\n",
" <td>3</td>\n",
" <td>44</td>\n",
" <td>3</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" sentences tokens lines\n",
"speaker \n",
"harpagon 545 6180 355\n",
"cleante 234 3670 161\n",
"valere 160 2943 100\n",
"frosine 138 2360 59\n",
"maitre jacques 127 1739 85\n",
"la fleche 104 1684 66\n",
"elise 71 1179 51\n",
"mariane 53 1009 32\n",
"anselme 34 570 20\n",
"commissaire 29 328 17\n",
"maitre simon 10 221 5\n",
"la merluche 5 51 5\n",
"brindavoine 3 44 3"
]
},
"execution_count": 171,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Get the total score for each character\n",
"ammount_of_speech = speech_df[['speaker', 'sentences', 'tokens']].groupby('speaker').sum()\n",
"ammount_of_speech['lines'] = speech_df.speaker.value_counts()\n",
"# Sort the characters from more tokens spoken to least tokens spoken\n",
"ammount_of_speech = ammount_of_speech.sort_values('tokens', ascending=False)\n",
"ammount_of_speech"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Based on this data the answer to **Which character speaks the most?** is *Harpagon*"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The answer to **Which one does not speak at all?** we can fidn which characters dont have any line recorded:"
]
},
{
"cell_type": "code",
"execution_count": 141,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"dame claude\n"
]
}
],
"source": [
"for char in characters:\n",
" if char not in speech_df.speaker.unique():\n",
" print(char)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Based on this, *Dame Claude* does not speak at all."
]
},
{
"cell_type": "code",
"execution_count": 233,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"granular_ammount_of_speech = speech_df[['scene', 'speaker', 'tokens']].groupby(['scene', 'speaker']).sum()\n",
"granular_ammount_of_speech = granular_ammount_of_speech/granular_ammount_of_speech.groupby(level=0).transform('sum')\n",
"\n",
"scenes = granular_ammount_of_speech.index.levels[0]\n",
"tokens = {\n",
" char:[granular_ammount_of_speech.loc[scene, char].tokens if granular_ammount_of_speech.index.isin([(scene, char)]).any() else 0 for scene in scenes]\n",
" for char in granular_ammount_of_speech.index.levels[1]\n",
"}\n",
"width = 1\n",
"tokens\n",
"\n",
"fig, ax = plt.subplots(figsize=(12,8))\n",
"bottom = np.zeros(len(scenes))\n",
"\n",
"for boolean, tokens in tokens.items():\n",
" p = ax.bar(scenes, tokens, width, label=boolean, bottom=bottom)\n",
" bottom += tokens\n",
"\n",
"ax.set_title(\"Character participation on each scene\")\n",
"ax.legend(loc='center left', bbox_to_anchor=(1, 0.5))\n",
"plt.xticks(rotation = 45) \n",
"\n",
"plt.show()"
]
}
],
"metadata": { "metadata": {
"kernelspec": { "kernelspec": {
"display_name": "Python 3", "display_name": "Python 3",
...@@ -16,10 +789,9 @@ ...@@ -16,10 +789,9 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.6.3" "version": "3.6.4"
} }
}, },
"nbformat": 4, "nbformat": 4,
"nbformat_minor": 2 "nbformat_minor": 2
} }
module3/exo3/in_situ_co2.csv 0 → 100644
View file @ 2d155dd8
"-------------------------------------------------------------------------------------------"
" Atmospheric CO2 concentrations (ppm) derived from in situ air measurements "
" at Mauna Loa, Observatory, Hawaii: Latitude 19.5°N Longitude 155.6°W Elevation 3397m "
" "
" Source: R. F. Keeling, S. J. Walker, S. C. Piper and A. F. Bollenbacher "
" Scripps CO2 Program ( http://scrippsco2.ucsd.edu ) "
" Scripps Institution of Oceanography (SIO) "
" University of California "
" La Jolla, California USA 92093-0244 "
" "
" Status of data and correspondence: "
" "
" These data are subject to revision based on recalibration of standard gases. Questions "
" about the data should be directed to Dr. Ralph Keeling (rkeeling@ucsd.edu), Stephen Walker"
" (sjwalker@ucsd.edu) and Stephen Piper (scpiper@ucsd.edu), Scripps CO2 Program. "
" "
" Baseline data in this file through 10-May-2023 from archive dated 11-May-2023 12:03:39 "
" "
"-------------------------------------------------------------------------------------------"
" "
" Please cite as: "
" "
" C. D. Keeling, S. C. Piper, R. B. Bacastow, M. Wahlen, T. P. Whorf, M. Heimann, and "
" H. A. Meijer, Exchanges of atmospheric CO2 and 13CO2 with the terrestrial biosphere and "
" oceans from 1978 to 2000. I. Global aspects, SIO Reference Series, No. 01-06, Scripps "
" Institution of Oceanography, San Diego, 88 pages, 2001. "
" "
" If it is necessary to cite a peer-reviewed article, please cite as: "
" "
" C. D. Keeling, S. C. Piper, R. B. Bacastow, M. Wahlen, T. P. Whorf, M. Heimann, and "
" H. A. Meijer, Atmospheric CO2 and 13CO2 exchange with the terrestrial biosphere and "
" oceans from 1978 to 2000: observations and carbon cycle implications, pages 83-113, "
" in "A History of Atmospheric CO2 and its effects on Plants, Animals, and Ecosystems", "
" editors, Ehleringer, J.R., T. E. Cerling, M. D. Dearing, Springer Verlag, "
" New York, 2005. "
" "
"-------------------------------------------------------------------------------------------"
" "
" "
" The data file below contains 2 columns indicaing the date and CO2 "
" concentrations in micro-mol CO2 per mole (ppm), reported on the 2012 "
" SIO manometric mole fraction scale. These weekly values have been "
" adjusted to 12:00 hours at middle day of each weekly period as "
" indicated by the date in the first column. "
1958-03-29, 316.19
1958-04-05, 317.31
1958-04-12, 317.69
1958-04-19, 317.58
1958-04-26, 316.48
1958-05-03, 316.95
1958-05-17, 317.56
1958-05-24, 317.99
1958-07-05, 315.85
1958-07-12, 315.85
1958-07-19, 315.46
1958-07-26, 315.59
1958-08-02, 315.64
1958-08-09, 315.10
1958-08-16, 315.09
1958-08-30, 314.14
1958-09-06, 313.54
1958-11-08, 313.05
1958-11-15, 313.26
1958-11-22, 313.57
1958-11-29, 314.01
1958-12-06, 314.56
1958-12-13, 314.41
1958-12-20, 314.77
1958-12-27, 315.21
1959-01-03, 315.24
1959-01-10, 315.50
1959-01-17, 315.69
1959-01-24, 315.86
1959-01-31, 315.42
1959-02-14, 316.94
1959-02-21, 316.61
1959-02-28, 316.62
1959-03-07, 316.81
1959-03-21, 316.73
1959-03-28, 316.71
1959-04-04, 317.72
1959-04-11, 317.12
1959-04-18, 317.64
1959-04-25, 318.32
1959-05-02, 318.27
1959-05-09, 318.78
1959-05-16, 318.05
1959-05-23, 318.43
1959-06-06, 318.53
1959-06-13, 318.14
1959-06-20, 317.88
1959-06-27, 317.76
1959-07-04, 316.86
1959-07-11, 316.83
1959-07-18, 316.45
1959-07-25, 316.16
1959-08-01, 315.62
1959-08-08, 314.91
1959-08-22, 315.00
1959-08-29, 314.15
1959-09-05, 314.45
1959-09-12, 313.93
1959-09-19, 313.57
1959-09-26, 313.54
1959-10-03, 313.04
1959-10-10, 313.15
1959-10-17, 313.43
1959-10-24, 313.46
1959-10-31, 314.12
1959-11-07, 314.42
1959-11-14, 314.88
1959-11-21, 315.20
1959-11-28, 315.11
1959-12-05, 315.06
1959-12-12, 315.64
1959-12-19, 315.86
1959-12-26, 315.77
1960-01-02, 315.72
1960-01-09, 316.40
1960-01-16, 316.73
1960-01-23, 316.57
1960-01-30, 316.68
1960-02-06, 316.61
1960-02-13, 316.98
1960-02-20, 317.42
1960-02-27, 317.00
1960-03-05, 316.96
1960-03-12, 317.76
1960-03-19, 318.07
1960-03-26, 317.77
1960-04-02, 318.61
1960-04-09, 319.34
1960-04-16, 319.01
1960-04-23, 319.03
1960-04-30, 319.77
1960-05-07, 319.96
1960-05-14, 319.82
1960-05-21, 320.04
1960-05-28, 320.06
1960-06-04, 319.46
1960-06-11, 320.08
1960-06-18, 319.42
1960-06-25, 319.09
1960-07-02, 318.18
1960-07-09, 318.64
1960-07-16, 318.41
1960-07-23, 317.91
1960-07-30, 317.33
1960-08-06, 316.62
1960-08-13, 316.70
1960-08-20, 315.10
1960-08-27, 314.78
1960-09-03, 314.72
1960-09-10, 314.58
1960-09-17, 314.28
1960-09-24, 313.33
1960-10-01, 313.66
1960-10-08, 313.32
1960-10-15, 313.92
1960-10-22, 314.21
1960-10-29, 314.29
1960-11-05, 314.50
1960-11-12, 315.10
1960-11-19, 315.10
1960-11-26, 315.41
1960-12-03, 315.84
1960-12-10, 316.07
1960-12-17, 316.21
1960-12-24, 316.40
1960-12-31, 316.67
1961-01-07, 316.73
1961-01-14, 317.02
1961-01-21, 317.03
1961-01-28, 317.01
1961-02-04, 317.06
1961-02-11, 317.75
1961-02-18, 317.94
1961-02-25, 318.00
1961-03-04, 318.04
1961-03-11, 318.51
1961-03-18, 318.92
1961-03-25, 318.71
1961-04-01, 319.41
1961-04-08, 319.55
1961-04-15, 318.90
1961-04-22, 319.74
1961-04-29, 319.67
1961-05-06, 320.67
1961-05-13, 320.46
1961-05-20, 320.61
1961-05-27, 320.36
1961-06-03, 320.09
1961-06-10, 320.02
1961-06-17, 319.62
1961-06-24, 319.49
1961-07-01, 319.26
1961-07-08, 319.07
1961-07-15, 318.49
1961-07-22, 317.16
1961-07-29, 317.97
1961-08-05, 317.91
1961-08-12, 317.33
1961-08-19, 316.76
1961-08-26, 315.26
1961-09-02, 315.28
1961-09-09, 314.97
1961-09-16, 314.53
1961-09-23, 315.06
1961-09-30, 315.61
1961-10-07, 314.97
1961-10-14, 315.43
1961-10-21, 315.48
1961-10-28, 315.72
1961-11-04, 315.82
1961-11-11, 315.70
1961-11-18, 316.21
1961-11-25, 316.55
1961-12-02, 316.52
1961-12-09, 317.02
1961-12-16, 316.94
1961-12-23, 317.18
1961-12-30, 317.46
1962-01-06, 317.99
1962-01-13, 318.12
1962-01-20, 318.07
1962-01-27, 317.78
1962-02-03, 318.08
1962-02-10, 318.35
1962-02-17, 318.92
1962-02-24, 319.38
1962-03-03, 319.28
1962-03-10, 319.46
1962-03-17, 319.95
1962-03-24, 319.78
1962-03-31, 320.27
1962-04-07, 320.26
1962-04-14, 321.03
1962-04-21, 320.78
1962-04-28, 320.36
1962-05-05, 320.89
1962-05-12, 320.78
1962-05-19, 321.05
1962-05-26, 321.16
1962-06-02, 320.91
1962-06-09, 320.87
1962-06-16, 320.52
1962-06-23, 320.15
1962-06-30, 320.23
1962-07-07, 320.10
1962-07-14, 319.95
1962-07-21, 319.01
1962-07-28, 318.75
1962-08-04, 318.68
1962-08-11, 317.24
1962-08-18, 317.48
1962-09-15, 316.65
1962-09-22, 315.72
1962-09-29, 315.92
1962-10-06, 315.10
1962-10-13, 315.40
1962-10-20, 315.72
1962-10-27, 315.78
1962-11-03, 315.94
1962-11-10, 316.49
1962-11-17, 316.92
1962-11-24, 317.08
1962-12-01, 317.19
1962-12-08, 317.31
1962-12-15, 317.66
1962-12-22, 318.18
1963-01-05, 318.54
1963-01-12, 318.73
1963-01-19, 318.90
1963-01-26, 318.82
1963-02-02, 318.77
1963-02-09, 318.95
1963-02-23, 319.37
1963-03-02, 319.35
1963-03-09, 319.70
1963-03-16, 319.80
1963-03-23, 320.34
1963-03-30, 320.29
1963-04-06, 320.38
1963-04-13, 320.96
1963-04-20, 322.05
1963-04-27, 321.92
1963-05-11, 321.97
1963-05-18, 322.28
1963-05-25, 322.27
1963-06-01, 322.32
1963-06-08, 322.09
1963-06-15, 321.83
1963-06-22, 320.88
1963-06-29, 320.49
1963-07-06, 320.12
1963-07-13, 319.82
1963-07-20, 319.56
1963-07-27, 319.06
1963-08-03, 318.60
1963-08-10, 318.27
1963-08-17, 317.73
1963-08-24, 317.12
1963-08-31, 316.44
1963-09-07, 316.81
1963-09-14, 315.99
1963-09-21, 316.03
1963-09-28, 315.93
1963-10-05, 316.28
1963-10-12, 315.65
1963-10-19, 316.14
1963-10-26, 316.36
1963-11-02, 316.63
1963-11-09, 316.83
1963-11-16, 317.13
1963-11-30, 317.56
1963-12-07, 318.07
1963-12-14, 318.27
1963-12-21, 318.59
1963-12-28, 318.74
1964-01-04, 319.04
1964-01-11, 319.49
1964-01-18, 319.88
1964-05-30, 322.07
1964-06-06, 322.06
1964-06-27, 321.57
1964-07-04, 321.14
1964-07-11, 319.95
1964-07-18, 320.28
1964-07-25, 320.02
1964-08-01, 319.14
1964-08-15, 318.61
1964-08-22, 318.23
1964-08-29, 318.11
1964-09-05, 317.48
1964-09-12, 316.57
1964-09-19, 315.59
1964-09-26, 317.01
1964-10-03, 316.93
1964-10-10, 316.51
1964-10-17, 316.86
1964-10-24, 317.05
1964-10-31, 317.65
1964-11-07, 317.77
1964-11-14, 317.65
1964-11-21, 317.52
1964-11-28, 318.11
1964-12-05, 318.42
1964-12-12, 318.58
1964-12-19, 318.93
1964-12-26, 318.91
1965-01-02, 319.08
1965-01-09, 319.17
1965-01-16, 319.16
1965-01-23, 319.79
1965-01-30, 320.12
1965-02-06, 320.20
1965-02-13, 320.16
1965-02-20, 320.70
1965-02-27, 320.89
1965-03-06, 321.07
1965-03-13, 320.98
1965-03-20, 320.49
1965-03-27, 321.40
1965-04-03, 321.95
1965-04-10, 322.27
1965-04-17, 322.17
1965-04-24, 321.86
1965-05-01, 322.46
1965-05-08, 322.22
1965-05-15, 321.94
1965-05-22, 321.69
1965-05-29, 322.26
1965-06-05, 321.87
1965-06-12, 321.77
1965-06-19, 321.77
1965-06-26, 321.99
1965-07-03, 321.97
1965-07-10, 321.85
1965-07-17, 321.76
1965-07-24, 320.47
1965-07-31, 319.49
1965-08-07, 319.47
1965-08-14, 318.02
1965-08-21, 318.82
1965-08-28, 318.73
1965-09-04, 318.39
1965-09-11, 318.05
1965-09-18, 318.26
1965-09-25, 316.85
1965-10-02, 316.60
1965-10-09, 317.26
1965-10-16, 317.86
1965-10-23, 317.56
1965-10-30, 317.63
1965-11-06, 318.30
1965-11-13, 319.26
1965-11-20, 318.99
1965-11-27, 319.17
1965-12-04, 319.09
1965-12-11, 319.37
1965-12-18, 319.39
1965-12-25, 319.70
1966-01-01, 319.69
1966-01-08, 320.49
1966-01-15, 320.63
1966-01-22, 321.09
1966-01-29, 321.16
1966-02-05, 321.26
1966-02-12, 321.75
1966-02-19, 321.67
1966-02-26, 321.80
1966-03-05, 322.10
1966-03-12, 322.14
1966-03-19, 322.57
1966-03-26, 322.86
1966-04-02, 323.55
1966-04-09, 323.62
1966-04-16, 323.88
1966-04-23, 323.91
1966-04-30, 323.53
1966-05-07, 324.00
1966-05-14, 324.10
1966-05-21, 323.72
1966-05-28, 324.31
1966-06-04, 324.02
1966-06-11, 323.88
1966-06-18, 323.75
1966-06-25, 323.32
1966-07-02, 322.82
1966-07-09, 322.90
1966-08-06, 321.31
1966-08-13, 320.85
1966-08-20, 319.16
1966-08-27, 319.64
1966-09-03, 319.94
1966-09-10, 318.22
1966-09-17, 318.46
1966-09-24, 318.31
1966-10-01, 317.90
1966-10-08, 317.90
1966-10-15, 318.21
1966-10-22, 318.61
1966-10-29, 318.39
1966-11-12, 319.59
1966-11-19, 320.03
1966-11-26, 320.24
1966-12-03, 320.80
1966-12-10, 320.87
1966-12-17, 321.16
1966-12-24, 321.31
1966-12-31, 321.37
1967-01-07, 321.92
1967-01-14, 322.93
1967-02-04, 322.19
1967-02-11, 322.23
1967-02-18, 322.86
1967-02-25, 322.60
1967-03-04, 322.94
1967-03-11, 322.60
1967-03-18, 323.33
1967-03-25, 323.24
1967-04-01, 323.15
1967-04-08, 324.21
1967-04-15, 324.41
1967-04-22, 324.60
1967-04-29, 325.16
1967-05-06, 325.26
1967-05-13, 324.78
1967-05-20, 325.09
1967-05-27, 324.94
1967-06-03, 324.95
1967-06-10, 324.65
1967-06-17, 323.31
1967-06-24, 323.50
1967-07-01, 322.89
1967-07-08, 322.85
1967-07-15, 322.45
1967-07-22, 322.40
1967-07-29, 322.04
1967-08-05, 321.65
1967-08-12, 321.40
1967-08-19, 320.48
1967-08-26, 320.01
1967-09-02, 320.07
1967-09-09, 319.43
1967-09-16, 319.35
1967-09-23, 319.03
1967-09-30, 318.81
1967-10-07, 318.88
1967-10-14, 319.86
1967-10-21, 319.47
1967-10-28, 319.86
1967-11-04, 320.01
1967-11-11, 320.34
1967-11-18, 320.91
1967-11-25, 321.54
1967-12-02, 321.40
1967-12-09, 321.89
1967-12-16, 322.29
1967-12-23, 321.98
1967-12-30, 322.30
1968-01-06, 322.46
1968-01-13, 322.50
1968-01-20, 322.59
1968-01-27, 322.83
1968-02-03, 322.66
1968-02-10, 323.17
1968-02-17, 323.46
1968-02-24, 323.18
1968-03-02, 323.15
1968-03-09, 323.85
1968-03-16, 323.85
1968-03-23, 324.21
1968-03-30, 324.77
1968-04-06, 324.79
1968-04-13, 325.04
1968-04-20, 324.84
1968-04-27, 325.45
1968-05-04, 325.63
1968-05-11, 325.09
1968-05-18, 325.52
1968-05-25, 325.86
1968-06-01, 325.67
1968-06-08, 325.71
1968-06-15, 325.56
1968-06-22, 324.99
1968-06-29, 324.63
1968-07-06, 324.70
1968-07-13, 324.13
1968-07-20, 323.94
1968-07-27, 323.40
1968-08-03, 322.49
1968-08-10, 322.27
1968-08-17, 322.02
1968-08-24, 321.74
1968-08-31, 321.42
1968-09-07, 320.44
1968-09-14, 321.18
1968-09-21, 319.78
1968-09-28, 319.89
1968-10-05, 320.57
1968-10-12, 320.52
1968-10-19, 320.26
1968-10-26, 319.92
1968-11-02, 320.70
1968-11-09, 320.89
1968-11-16, 321.40
1968-11-23, 321.78
1968-11-30, 322.06
1968-12-07, 322.44
1968-12-14, 322.91
1968-12-21, 323.33
1968-12-28, 323.19
1969-01-04, 323.39
1969-01-11, 324.06
1969-01-18, 324.36
1969-01-25, 324.14
1969-02-01, 324.16
1969-02-08, 323.92
1969-02-15, 324.37
1969-02-22, 324.86
1969-03-01, 325.14
1969-03-08, 325.58
1969-03-15, 325.72
1969-03-22, 325.96
1969-03-29, 325.89
1969-04-05, 326.27
1969-04-12, 327.13
1969-04-19, 326.58
1969-04-26, 326.57
1969-05-03, 327.52
1969-05-10, 327.82
1969-05-17, 326.86
1969-05-24, 326.92
1969-05-31, 327.43
1969-06-07, 326.51
1969-06-14, 326.78
1969-06-21, 326.73
1969-06-28, 326.37
1969-07-05, 326.16
1969-07-12, 326.07
1969-07-19, 325.72
1969-07-26, 325.47
1969-08-02, 324.50
1969-08-09, 324.56
1969-08-16, 323.14
1969-08-23, 322.56
1969-08-30, 323.14
1969-09-06, 322.21
1969-09-13, 322.79
1969-09-20, 322.84
1969-09-27, 321.96
1969-10-04, 321.50
1969-10-11, 321.82
1969-10-18, 322.00
1969-10-25, 321.93
1969-11-01, 322.21
1969-11-08, 322.64
1969-11-15, 322.78
1969-11-22, 323.10
1969-11-29, 323.52
1969-12-06, 323.91
1969-12-13, 323.99
1969-12-20, 324.22
1969-12-27, 324.50
1970-01-03, 324.70
1970-01-10, 325.40
1970-01-17, 325.05
1970-01-24, 324.80
1970-01-31, 325.55
1970-02-07, 325.70
1970-02-14, 326.02
1970-02-21, 326.32
1970-02-28, 326.17
1970-03-07, 326.85
1970-03-14, 326.80
1970-03-21, 327.51
1970-03-28, 326.95
1970-04-04, 328.20
1970-04-11, 327.84
1970-04-18, 327.81
1970-04-25, 328.55
1970-05-02, 327.99
1970-05-09, 327.56
1970-05-16, 328.03
1970-05-23, 328.33
1970-05-30, 327.98
1970-06-06, 327.55
1970-06-13, 327.86
1970-06-20, 327.71
1970-06-27, 327.23
1970-07-04, 327.29
1970-07-11, 326.24
1970-07-18, 326.28
1970-07-25, 325.63
1970-08-01, 325.24
1970-08-08, 325.21
1970-08-15, 324.86
1970-08-22, 324.84
1970-08-29, 323.33
1970-09-05, 322.97
1970-09-12, 323.58
1970-09-19, 323.18
1970-09-26, 323.15
1970-10-03, 323.21
1970-10-10, 323.56
1970-10-17, 322.92
1970-10-24, 323.02
1970-10-31, 323.18
1970-11-07, 323.69
1970-11-14, 323.76
1970-11-21, 324.23
1970-11-28, 324.71
1970-12-05, 324.73
1970-12-12, 325.00
1970-12-19, 325.29
1970-12-26, 325.58
1971-01-02, 325.77
1971-01-09, 325.89
1971-01-16, 325.90
1971-01-23, 326.72
1971-01-30, 326.68
1971-02-06, 326.55
1971-02-13, 326.49
1971-02-20, 326.79
1971-02-27, 327.05
1971-03-06, 327.15
1971-03-13, 327.34
1971-03-20, 327.08
1971-03-27, 327.45
1971-04-03, 327.44
1971-04-10, 327.10
1971-04-17, 327.71
1971-04-24, 328.56
1971-05-01, 328.20
1971-05-08, 329.07
1971-05-15, 329.28
1971-05-22, 328.92
1971-05-29, 328.81
1971-06-05, 328.56
1971-06-12, 328.80
1971-06-19, 328.18
1971-06-26, 328.52
1971-07-03, 327.92
1971-07-10, 327.88
1971-07-17, 327.55
1971-07-24, 326.21
1971-07-31, 326.74
1971-08-07, 326.12
1971-08-14, 325.61
1971-08-21, 325.39
1971-08-28, 324.04
1971-09-04, 323.65
1971-09-11, 323.51
1971-09-18, 323.26
1971-09-25, 323.30
1971-10-02, 323.32
1971-10-09, 322.95
1971-10-16, 323.52
1971-10-23, 323.69
1971-10-30, 324.40
1971-11-06, 324.36
1971-11-13, 324.53
1971-11-20, 325.04
1971-11-27, 325.51
1971-12-04, 325.38
1971-12-11, 325.93
1971-12-18, 326.28
1971-12-25, 326.35
1972-01-01, 326.61
1972-01-08, 326.67
1972-01-15, 326.62
1972-01-22, 326.68
1972-01-29, 327.24
1972-02-05, 327.40
1972-02-12, 327.95
1972-02-19, 327.83
1972-02-26, 327.42
1972-03-04, 327.58
1972-03-11, 327.16
1972-03-18, 327.78
1972-03-25, 328.62
1972-04-01, 328.97
1972-04-08, 329.47
1972-04-15, 329.83
1972-04-22, 330.13
1972-04-29, 330.02
1972-05-06, 330.04
1972-05-13, 329.75
1972-05-20, 330.11
1972-05-27, 330.21
1972-06-03, 329.71
1972-06-10, 329.15
1972-06-17, 329.04
1972-06-24, 328.52
1972-07-01, 328.63
1972-07-08, 328.31
1972-07-15, 327.72
1972-07-22, 328.14
1972-07-29, 327.51
1972-08-05, 326.92
1972-08-12, 326.66
1972-08-19, 326.57
1972-08-26, 325.05
1972-09-02, 325.40
1972-09-09, 325.77
1972-09-16, 324.81
1972-09-23, 324.26
1972-09-30, 324.23
1972-10-07, 324.88
1972-10-14, 325.52
1972-10-21, 325.11
1972-10-28, 325.86
1972-11-04, 326.33
1972-11-11, 326.13
1972-11-18, 326.44
1972-11-25, 326.98
1972-12-02, 326.94
1972-12-09, 327.17
1972-12-16, 327.60
1972-12-23, 327.91
1972-12-30, 328.26
1973-01-06, 328.40
1973-01-13, 328.44
1973-01-20, 328.66
1973-01-27, 328.86
1973-02-03, 329.19
1973-02-10, 329.54
1973-02-17, 329.68
1973-02-24, 329.70
1973-03-03, 329.95
1973-03-10, 330.11
1973-03-17, 330.55
1973-03-24, 330.84
1973-03-31, 330.69
1973-04-07, 331.23
1973-04-14, 331.10
1973-04-21, 331.94
1973-04-28, 332.16
1973-05-05, 332.21
1973-05-12, 332.35
1973-05-19, 332.63
1973-05-26, 332.58
1973-06-02, 332.27
1973-06-09, 332.58
1973-06-16, 332.03
1973-06-23, 331.63
1973-06-30, 331.43
1973-07-07, 331.54
1973-07-14, 331.07
1973-07-21, 330.08
1973-07-28, 330.13
1973-08-04, 330.05
1973-08-11, 329.54
1973-08-18, 329.36
1973-08-25, 328.53
1973-09-01, 328.46
1973-09-08, 327.65
1973-09-15, 327.81
1973-09-22, 327.11
1973-09-29, 326.61
1973-10-06, 327.06
1973-10-13, 327.41
1973-10-20, 327.48
1973-10-27, 327.19
1973-11-03, 327.60
1973-11-10, 328.02
1973-11-17, 328.20
1973-11-24, 328.57
1973-12-01, 329.06
1973-12-08, 328.71
1973-12-15, 328.66
1973-12-22, 328.25
1973-12-29, 328.71
1974-01-05, 328.92
1974-01-12, 329.29
1974-01-19, 329.42
1974-01-26, 329.85
1974-02-02, 330.54
1974-02-09, 330.81
1974-02-16, 330.62
1974-02-23, 330.69
1974-03-02, 330.80
1974-03-09, 331.21
1974-03-16, 332.12
1974-03-23, 332.00
1974-03-30, 331.57
1974-04-06, 332.48
1974-04-13, 332.15
1974-04-20, 332.93
1974-04-27, 333.17
1974-05-04, 332.95
1974-05-11, 333.09
1974-05-18, 333.28
1974-05-25, 332.88
1974-06-01, 332.94
1974-06-08, 332.04
1974-06-15, 332.04
1974-06-22, 332.27
1974-06-29, 331.74
1974-07-06, 331.74
1974-07-13, 331.30
1974-07-20, 330.48
1974-07-27, 331.02
1974-08-03, 330.10
1974-08-10, 329.93
1974-08-17, 329.30
1974-08-24, 328.97
1974-08-31, 328.19
1974-09-07, 328.04
1974-09-14, 327.36
1974-09-21, 326.92
1974-09-28, 327.39
1974-10-05, 327.40
1974-10-12, 327.07
1974-10-19, 327.57
1974-10-26, 327.71
1974-11-02, 328.00
1974-11-09, 328.10
1974-11-16, 328.83
1974-11-23, 328.65
1974-11-30, 328.76
1974-12-07, 329.51
1974-12-14, 329.73
1974-12-21, 329.83
1974-12-28, 329.79
1975-01-04, 329.94
1975-01-11, 329.83
1975-01-18, 330.28
1975-01-25, 331.14
1975-02-01, 331.19
1975-02-08, 331.48
1975-02-15, 331.01
1975-02-22, 331.73
1975-03-01, 331.89
1975-03-08, 331.62
1975-03-15, 331.97
1975-03-22, 332.28
1975-03-29, 332.59
1975-04-05, 333.04
1975-04-12, 333.59
1975-04-19, 333.55
1975-04-26, 333.14
1975-05-03, 333.95
1975-05-10, 333.94
1975-05-17, 333.77
1975-05-24, 333.74
1975-05-31, 334.14
1975-06-07, 333.88
1975-06-14, 333.39
1975-06-21, 333.46
1975-06-28, 333.20
1975-07-05, 332.72
1975-07-12, 332.06
1975-07-19, 331.06
1975-07-26, 331.58
1975-08-02, 330.84
1975-08-09, 330.71
1975-08-16, 330.36
1975-08-23, 329.31
1975-08-30, 328.89
1975-09-06, 329.46
1975-09-13, 328.53
1975-09-20, 328.10
1975-09-27, 328.29
1975-10-04, 328.04
1975-10-11, 328.06
1975-10-18, 328.58
1975-10-25, 328.82
1975-11-01, 329.36
1975-11-08, 329.21
1975-11-15, 329.18
1975-11-22, 329.55
1975-11-29, 330.15
1975-12-06, 330.36
1975-12-13, 330.55
1975-12-20, 331.14
1975-12-27, 331.30
1976-01-03, 331.58
1976-01-10, 331.52
1976-01-17, 331.75
1976-01-24, 331.88
1976-01-31, 332.29
1976-02-07, 332.20
1976-02-14, 332.53
1976-02-21, 333.27
1976-02-28, 332.49
1976-03-06, 332.82
1976-03-13, 333.61
1976-03-20, 333.15
1976-03-27, 334.40
1976-04-03, 334.74
1976-04-10, 334.27
1976-04-17, 334.43
1976-04-24, 334.55
1976-05-01, 334.75
1976-05-08, 334.34
1976-05-15, 334.61
1976-05-22, 335.44
1976-05-29, 334.88
1976-06-05, 334.37
1976-06-12, 334.64
1976-06-19, 334.33
1976-07-03, 333.67
1976-07-10, 333.43
1976-07-17, 332.86
1976-07-24, 332.48
1976-07-31, 332.14
1976-08-07, 331.73
1976-08-14, 330.66
1976-08-21, 330.70
1976-08-28, 330.10
1976-09-04, 329.76
1976-09-11, 330.10
1976-09-18, 329.34
1976-09-25, 328.43
1976-10-02, 328.86
1976-10-09, 329.07
1976-10-16, 329.61
1976-10-23, 329.18
1976-10-30, 329.04
1976-11-06, 329.85
1976-11-13, 330.44
1976-11-20, 330.60
1976-11-27, 330.71
1976-12-04, 331.16
1976-12-11, 331.34
1976-12-18, 331.93
1976-12-25, 332.21
1977-01-01, 332.59
1977-01-08, 332.44
1977-01-15, 333.15
1977-01-22, 333.25
1977-01-29, 333.23
1977-02-05, 333.42
1977-02-12, 333.34
1977-02-19, 333.46
1977-02-26, 333.64
1977-03-05, 334.11
1977-03-12, 334.68
1977-03-19, 335.12
1977-03-26, 335.03
1977-04-02, 335.54
1977-04-09, 335.95
1977-04-16, 336.02
1977-04-23, 336.13
1977-04-30, 336.79
1977-05-07, 336.81
1977-05-14, 336.48
1977-05-21, 336.85
1977-05-28, 336.73
1977-06-04, 336.50
1977-06-11, 336.32
1977-06-18, 336.20
1977-06-25, 336.04
1977-07-02, 335.60
1977-07-09, 335.11
1977-07-16, 335.12
1977-07-23, 334.61
1977-07-30, 333.77
1977-08-06, 333.02
1977-08-13, 332.99
1977-08-20, 332.85
1977-08-27, 332.86
1977-09-03, 332.18
1977-09-10, 331.22
1977-09-17, 332.11
1977-09-24, 330.97
1977-10-01, 330.46
1977-10-08, 330.96
1977-10-15, 331.53
1977-10-22, 331.53
1977-10-29, 331.75
1977-11-05, 332.14
1977-11-12, 332.04
1977-11-19, 332.60
1977-11-26, 332.86
1977-12-03, 333.21
1977-12-10, 333.52
1977-12-17, 333.86
1977-12-24, 334.26
1977-12-31, 334.68
1978-01-07, 334.28
1978-01-14, 334.64
1978-01-21, 335.47
1978-01-28, 335.95
1978-02-04, 335.01
1978-02-11, 335.14
1978-02-18, 335.67
1978-02-25, 335.71
1978-03-04, 336.28
1978-03-11, 336.11
1978-03-18, 336.81
1978-03-25, 337.40
1978-04-01, 337.09
1978-04-08, 338.00
1978-04-15, 337.95
1978-04-22, 337.48
1978-04-29, 338.06
1978-05-06, 338.08
1978-05-13, 338.11
1978-05-20, 337.83
1978-05-27, 337.91
1978-06-03, 338.49
1978-06-10, 338.24
1978-06-17, 337.87
1978-06-24, 337.40
1978-07-01, 337.70
1978-07-08, 336.80
1978-07-15, 336.73
1978-07-22, 335.96
1978-07-29, 335.70
1978-08-05, 335.18
1978-08-12, 334.85
1978-08-19, 334.42
1978-08-26, 334.38
1978-09-02, 333.89
1978-09-09, 332.89
1978-09-16, 332.20
1978-09-23, 332.39
1978-09-30, 332.77
1978-10-07, 332.11
1978-10-14, 332.46
1978-10-21, 333.03
1978-10-28, 333.19
1978-11-04, 333.59
1978-11-11, 333.86
1978-11-18, 333.89
1978-11-25, 334.21
1978-12-02, 334.53
1978-12-09, 334.81
1978-12-16, 335.16
1978-12-23, 335.13
1978-12-30, 335.33
1979-01-06, 335.37
1979-01-13, 335.98
1979-01-20, 336.86
1979-01-27, 336.96
1979-02-03, 336.91
1979-02-10, 336.55
1979-02-17, 336.72
1979-02-24, 336.80
1979-03-03, 337.13
1979-03-10, 337.80
1979-03-17, 337.44
1979-03-24, 339.03
1979-03-31, 338.81
1979-04-07, 338.18
1979-04-14, 338.67
1979-04-21, 339.26
1979-04-28, 339.61
1979-05-05, 339.31
1979-05-12, 338.89
1979-05-19, 339.87
1979-05-26, 339.63
1979-06-02, 339.94
1979-06-09, 339.53
1979-06-16, 338.91
1979-06-23, 338.96
1979-06-30, 339.01
1979-07-07, 338.29
1979-07-14, 337.83
1979-07-21, 337.38
1979-07-28, 336.85
1979-08-04, 337.04
1979-08-11, 336.60
1979-08-18, 336.19
1979-08-25, 334.57
1979-09-01, 334.47
1979-09-08, 334.02
1979-09-15, 334.22
1979-09-22, 333.29
1979-09-29, 334.12
1979-10-06, 334.12
1979-10-13, 333.98
1979-10-20, 333.75
1979-10-27, 334.17
1979-11-03, 334.74
1979-11-10, 334.87
1979-11-17, 335.60
1979-11-24, 335.69
1979-12-01, 336.00
1979-12-08, 336.52
1979-12-15, 336.78
1979-12-22, 336.90
1979-12-29, 337.41
1980-01-05, 337.68
1980-01-12, 337.50
1980-01-19, 338.40
1980-01-26, 338.51
1980-02-02, 338.06
1980-02-09, 338.15
1980-02-16, 338.69
1980-02-23, 338.27
1980-03-01, 339.32
1980-03-08, 339.56
1980-03-15, 340.03
1980-03-22, 340.56
1980-03-29, 341.02
1980-04-05, 340.42
1980-04-12, 340.97
1980-04-19, 340.76
1980-04-26, 341.08
1980-05-03, 341.53
1980-05-10, 341.32
1980-05-17, 341.39
1980-05-24, 340.94
1980-05-31, 341.74
1980-06-07, 341.39
1980-06-14, 341.40
1980-06-21, 340.88
1980-06-28, 340.41
1980-07-05, 340.45
1980-07-12, 339.79
1980-07-19, 338.53
1980-07-26, 338.94
1980-08-02, 337.99
1980-08-09, 337.78
1980-08-16, 337.77
1980-08-23, 337.81
1980-08-30, 337.03
1980-09-06, 336.67
1980-09-13, 335.77
1980-09-20, 335.30
1980-09-27, 336.05
1980-10-04, 335.84
1980-10-11, 335.88
1980-10-18, 336.12
1980-10-25, 336.43
1980-11-01, 336.67
1980-11-08, 337.00
1980-11-15, 337.16
1980-11-22, 337.32
1980-11-29, 337.43
1980-12-06, 337.79
1980-12-13, 338.12
1980-12-20, 338.41
1980-12-27, 338.74
1981-01-03, 338.95
1981-01-10, 339.15
1981-01-17, 339.41
1981-01-24, 339.37
1981-01-31, 339.57
1981-02-07, 340.59
1981-02-14, 340.06
1981-02-21, 340.22
1981-02-28, 341.12
1981-03-07, 340.75
1981-03-14, 341.06
1981-03-21, 341.91
1981-03-28, 342.21
1981-04-04, 342.44
1981-04-11, 342.51
1981-04-18, 342.80
1981-04-25, 342.32
1981-05-02, 342.96
1981-05-09, 343.02
1981-05-16, 342.82
1981-05-23, 342.72
1981-05-30, 342.77
1981-06-06, 342.66
1981-06-13, 342.56
1981-06-20, 341.83
1981-06-27, 341.66
1981-07-04, 341.07
1981-07-11, 340.89
1981-07-18, 339.78
1981-07-25, 340.23
1981-08-01, 339.58
1981-08-08, 338.94
1981-08-15, 338.50
1981-08-22, 337.59
1981-08-29, 337.75
1981-09-05, 337.22
1981-09-12, 337.05
1981-09-19, 336.77
1981-09-26, 335.97
1981-10-03, 336.32
1981-10-10, 336.67
1981-10-17, 337.15
1981-10-24, 337.24
1981-10-31, 337.58
1981-11-07, 337.89
1981-11-14, 338.16
1981-11-21, 338.59
1981-11-28, 339.32
1981-12-05, 339.31
1981-12-12, 339.43
1981-12-19, 339.67
1981-12-26, 340.25
1982-01-02, 340.30
1982-01-09, 340.41
1982-01-16, 340.74
1982-01-23, 341.15
1982-01-30, 341.31
1982-02-06, 341.96
1982-02-13, 341.13
1982-02-20, 341.16
1982-02-27, 342.21
1982-03-06, 342.68
1982-03-13, 342.63
1982-03-20, 342.80
1982-03-27, 342.83
1982-04-03, 342.98
1982-04-10, 343.32
1982-04-17, 343.52
1982-04-24, 344.31
1982-05-01, 343.85
1982-05-08, 343.70
1982-05-15, 344.31
1982-05-22, 344.12
1982-05-29, 344.12
1982-06-05, 343.50
1982-06-12, 343.52
1982-06-19, 343.48
1982-06-26, 342.93
1982-07-03, 342.55
1982-07-10, 342.05
1982-07-17, 342.04
1982-07-24, 341.83
1982-07-31, 341.33
1982-08-07, 340.59
1982-08-14, 340.08
1982-08-21, 339.73
1982-08-28, 338.34
1982-09-04, 338.90
1982-09-11, 338.63
1982-09-18, 337.86
1982-09-25, 336.94
1982-10-02, 337.34
1982-10-09, 338.11
1982-10-16, 337.62
1982-10-23, 337.96
1982-10-30, 338.72
1982-11-06, 338.51
1982-11-13, 339.22
1982-11-20, 339.74
1982-11-27, 339.90
1982-12-04, 339.88
1982-12-11, 340.45
1982-12-18, 340.73
1982-12-25, 340.84
1983-01-01, 340.96
1983-01-08, 341.46
1983-01-15, 341.59
1983-01-22, 341.27
1983-01-29, 341.74
1983-02-05, 342.02
1983-02-12, 342.79
1983-02-19, 342.52
1983-02-26, 342.86
1983-03-05, 342.40
1983-03-12, 342.60
1983-03-19, 344.08
1983-03-26, 343.83
1983-04-02, 344.04
1983-04-09, 344.91
1983-04-16, 345.09
1983-04-23, 345.34
1983-04-30, 345.48
1983-05-07, 345.45
1983-05-14, 345.79
1983-05-21, 345.87
1983-05-28, 345.78
1983-06-04, 345.70
1983-06-11, 345.62
1983-06-18, 345.06
1983-06-25, 344.99
1983-07-02, 344.76
1983-07-09, 344.61
1983-07-16, 343.75
1983-07-23, 343.68
1983-07-30, 342.62
1983-08-06, 343.07
1983-08-13, 341.72
1983-08-20, 342.16
1983-08-27, 341.82
1983-09-03, 339.96
1983-09-10, 340.01
1983-09-17, 339.88
1983-09-24, 340.00
1983-10-01, 339.89
1983-10-08, 339.77
1983-10-15, 340.13
1983-10-22, 340.26
1983-10-29, 340.38
1983-11-05, 340.81
1983-11-12, 341.01
1983-11-19, 341.18
1983-11-26, 341.70
1983-12-03, 341.87
1983-12-10, 342.85
1983-12-17, 343.39
1983-12-24, 343.60
1983-12-31, 343.46
1984-01-07, 343.91
1984-01-14, 343.59
1984-01-21, 343.62
1984-01-28, 344.28
1984-02-04, 344.47
1984-02-11, 344.69
1984-02-18, 344.44
1984-02-25, 344.80
1984-03-03, 344.99
1984-03-10, 345.06
1984-03-17, 345.56
1984-03-24, 345.79
1984-04-28, 347.57
1984-05-05, 347.58
1984-05-12, 347.87
1984-05-19, 347.45
1984-05-26, 347.12
1984-06-02, 347.18
1984-06-09, 347.10
1984-06-16, 346.97
1984-06-23, 346.45
1984-06-30, 346.32
1984-07-07, 345.90
1984-07-14, 345.55
1984-07-21, 345.32
1984-07-28, 344.55
1984-08-04, 344.12
1984-08-11, 344.19
1984-08-18, 343.25
1984-08-25, 342.11
1984-09-01, 341.71
1984-09-08, 340.71
1984-09-15, 341.43
1984-09-22, 341.37
1984-09-29, 340.90
1984-10-06, 341.24
1984-10-13, 341.35
1984-10-20, 341.96
1984-10-27, 341.72
1984-11-03, 342.06
1984-11-10, 342.69
1984-11-17, 343.18
1984-11-24, 343.79
1984-12-01, 343.64
1984-12-08, 343.98
1984-12-15, 344.26
1984-12-22, 344.61
1984-12-29, 344.60
1985-01-05, 344.80
1985-01-12, 345.03
1985-01-19, 345.03
1985-01-26, 345.10
1985-02-02, 345.97
1985-02-09, 345.56
1985-02-16, 345.84
1985-02-23, 346.38
1985-03-02, 346.78
1985-03-09, 347.12
1985-03-16, 347.59
1985-03-23, 347.71
1985-03-30, 348.27
1985-04-06, 348.04
1985-04-13, 348.08
1985-04-20, 348.52
1985-04-27, 348.83
1985-05-04, 348.89
1985-05-11, 349.30
1985-05-18, 349.17
1985-05-25, 348.17
1985-06-01, 349.04
1985-06-08, 348.48
1985-06-15, 348.22
1985-06-22, 347.88
1985-06-29, 347.45
1985-07-06, 346.88
1985-07-13, 346.78
1985-07-20, 346.40
1985-07-27, 345.76
1985-08-10, 344.67
1985-08-17, 344.47
1985-08-24, 344.35
1985-08-31, 343.73
1985-09-07, 344.26
1985-09-14, 343.34
1985-09-21, 342.43
1985-09-28, 342.10
1985-10-05, 342.37
1985-10-12, 342.48
1985-10-19, 343.11
1985-10-26, 343.20
1985-11-02, 343.36
1985-11-09, 343.75
1985-11-16, 344.22
1985-11-23, 344.62
1985-11-30, 345.27
1985-12-07, 345.34
1985-12-14, 345.65
1985-12-21, 345.15
1985-12-28, 346.28
1986-01-04, 346.42
1986-01-11, 346.07
1986-01-18, 346.23
1986-01-25, 346.44
1986-02-01, 346.20
1986-02-08, 346.82
1986-02-15, 347.16
1986-02-22, 347.18
1986-03-01, 347.04
1986-03-08, 346.63
1986-03-15, 347.20
1986-03-22, 349.13
1986-03-29, 348.85
1986-04-05, 349.19
1986-04-12, 349.42
1986-04-19, 349.32
1986-04-26, 350.18
1986-05-03, 349.97
1986-05-10, 350.12
1986-05-17, 350.21
1986-05-24, 350.11
1986-05-31, 350.16
1986-06-07, 349.71
1986-06-14, 349.52
1986-06-21, 349.46
1986-06-28, 348.90
1986-07-05, 348.67
1986-07-12, 347.75
1986-07-19, 347.59
1986-07-26, 347.39
1986-08-02, 346.63
1986-08-09, 346.21
1986-08-16, 345.57
1986-08-23, 345.60
1986-08-30, 345.25
1986-09-06, 345.03
1986-09-13, 345.30
1986-09-20, 344.41
1986-09-27, 344.49
1986-10-04, 343.97
1986-10-11, 344.10
1986-10-18, 343.98
1986-10-25, 344.55
1986-11-01, 345.15
1986-11-08, 345.33
1986-11-15, 345.61
1986-11-22, 345.70
1986-11-29, 346.39
1986-12-06, 346.90
1986-12-13, 346.75
1986-12-20, 346.95
1986-12-27, 347.06
1987-01-03, 347.60
1987-01-10, 348.35
1987-01-17, 348.25
1987-01-24, 347.94
1987-01-31, 348.01
1987-02-07, 347.89
1987-02-14, 348.24
1987-02-21, 348.53
1987-02-28, 349.46
1987-03-07, 348.83
1987-03-14, 349.26
1987-03-21, 349.78
1987-03-28, 350.19
1987-04-04, 350.81
1987-04-11, 350.26
1987-04-18, 351.18
1987-04-25, 351.38
1987-05-02, 351.42
1987-05-09, 351.99
1987-05-16, 351.71
1987-05-23, 351.90
1987-05-30, 351.77
1987-06-06, 351.64
1987-06-13, 351.16
1987-06-20, 350.99
1987-06-27, 350.93
1987-07-04, 349.75
1987-07-11, 349.83
1987-07-18, 348.86
1987-07-25, 349.50
1987-08-01, 349.03
1987-08-08, 348.14
1987-08-15, 348.61
1987-08-22, 348.00
1987-08-29, 346.70
1987-09-05, 347.04
1987-09-12, 346.64
1987-09-19, 346.28
1987-09-26, 345.84
1987-10-03, 345.50
1987-10-10, 346.07
1987-10-17, 346.32
1987-10-24, 346.53
1987-10-31, 346.64
1987-11-07, 347.07
1987-11-14, 347.38
1987-11-21, 347.89
1987-11-28, 348.48
1987-12-05, 348.39
1987-12-12, 348.55
1987-12-19, 348.85
1987-12-26, 349.02
1988-01-02, 349.51
1988-01-09, 350.01
1988-01-16, 349.94
1988-01-23, 350.52
1988-01-30, 350.95
1988-02-06, 351.54
1988-02-13, 351.04
1988-02-20, 351.27
1988-02-27, 352.29
1988-03-05, 352.62
1988-03-12, 351.62
1988-03-19, 351.52
1988-03-26, 351.97
1988-04-02, 352.87
1988-04-09, 353.31
1988-04-16, 352.89
1988-04-23, 353.75
1988-04-30, 353.98
1988-05-07, 353.51
1988-05-14, 354.05
1988-05-21, 354.27
1988-05-28, 353.95
1988-06-04, 353.93
1988-06-11, 353.95
1988-06-18, 353.36
1988-06-25, 352.95
1988-07-02, 352.84
1988-07-09, 352.32
1988-07-16, 352.41
1988-07-23, 351.72
1988-07-30, 350.89
1988-08-06, 350.71
1988-08-13, 350.06
1988-08-20, 350.26
1988-08-27, 349.38
1988-09-03, 349.15
1988-09-10, 348.50
1988-09-17, 348.72
1988-09-24, 347.96
1988-10-01, 348.59
1988-10-08, 348.65
1988-10-15, 348.46
1988-10-22, 349.20
1988-10-29, 349.07
1988-11-05, 349.56
1988-11-12, 349.67
1988-11-19, 349.96
1988-11-26, 350.26
1988-12-03, 350.28
1988-12-10, 350.80
1988-12-17, 351.38
1988-12-24, 351.14
1988-12-31, 352.19
1989-01-07, 352.56
1989-01-14, 352.76
1989-01-21, 352.30
1989-01-28, 352.85
1989-02-04, 352.62
1989-02-11, 352.43
1989-02-18, 353.01
1989-02-25, 353.27
1989-03-04, 352.97
1989-03-11, 353.26
1989-03-18, 353.35
1989-03-25, 354.28
1989-04-01, 354.36
1989-04-08, 354.85
1989-04-15, 355.21
1989-04-22, 355.81
1989-04-29, 355.70
1989-05-06, 355.16
1989-05-13, 355.62
1989-05-20, 355.44
1989-05-27, 355.56
1989-06-03, 355.60
1989-06-10, 354.89
1989-06-17, 354.67
1989-06-24, 354.70
1989-07-01, 354.30
1989-07-08, 354.56
1989-07-15, 353.65
1989-07-22, 352.99
1989-07-29, 353.01
1989-08-05, 352.42
1989-08-12, 352.04
1989-08-19, 350.96
1989-08-26, 350.23
1989-09-02, 350.59
1989-09-09, 350.08
1989-09-16, 349.21
1989-09-23, 349.11
1989-09-30, 349.51
1989-10-07, 349.77
1989-10-14, 349.54
1989-10-21, 350.04
1989-10-28, 350.27
1989-11-04, 350.46
1989-11-11, 351.09
1989-11-18, 351.40
1989-11-25, 351.26
1989-12-02, 351.89
1989-12-09, 351.96
1989-12-16, 352.28
1989-12-23, 352.39
1989-12-30, 353.24
1990-01-06, 353.27
1990-01-13, 353.35
1990-01-20, 353.60
1990-01-27, 353.76
1990-02-03, 353.93
1990-02-10, 354.82
1990-02-17, 354.67
1990-02-24, 354.59
1990-03-03, 355.52
1990-03-10, 354.79
1990-03-17, 355.64
1990-03-24, 354.97
1990-03-31, 355.75
1990-04-07, 355.97
1990-04-14, 355.70
1990-04-21, 356.48
1990-04-28, 355.98
1990-05-05, 357.10
1990-05-12, 356.90
1990-05-19, 356.79
1990-05-26, 356.93
1990-06-02, 356.82
1990-06-09, 356.44
1990-06-16, 355.49
1990-06-23, 355.33
1990-06-30, 355.60
1990-07-07, 355.32
1990-07-14, 353.81
1990-07-21, 354.39
1990-07-28, 354.53
1990-08-04, 353.36
1990-08-11, 353.04
1990-08-18, 352.73
1990-08-25, 351.81
1990-09-01, 350.80
1990-09-08, 350.56
1990-09-15, 351.14
1990-09-22, 350.78
1990-09-29, 350.73
1990-10-06, 350.91
1990-10-13, 350.89
1990-10-20, 351.28
1990-10-27, 351.28
1990-11-03, 351.93
1990-11-10, 352.43
1990-11-17, 352.85
1990-11-24, 352.99
1990-12-01, 353.42
1990-12-08, 353.88
1990-12-15, 353.67
1990-12-22, 354.31
1990-12-29, 354.70
1991-01-05, 354.08
1991-01-12, 354.53
1991-01-19, 354.67
1991-01-26, 354.85
1991-02-02, 355.03
1991-02-09, 355.03
1991-02-16, 356.21
1991-02-23, 355.64
1991-03-02, 356.21
1991-03-09, 357.01
1991-03-16, 357.49
1991-03-23, 356.76
1991-03-30, 357.74
1991-04-06, 358.12
1991-04-13, 357.64
1991-04-20, 358.99
1991-04-27, 359.04
1991-05-04, 358.91
1991-05-11, 358.74
1991-05-18, 359.83
1991-05-25, 358.88
1991-06-01, 358.32
1991-06-08, 358.26
1991-06-15, 358.02
1991-06-22, 357.93
1991-06-29, 357.54
1991-07-06, 357.07
1991-07-13, 356.35
1991-07-20, 355.06
1991-07-27, 355.11
1991-08-03, 354.69
1991-08-10, 354.40
1991-08-17, 353.58
1991-08-24, 352.87
1991-08-31, 353.02
1991-09-07, 352.86
1991-09-14, 351.93
1991-09-21, 351.64
1991-09-28, 351.49
1991-10-05, 351.51
1991-10-12, 351.99
1991-10-19, 352.34
1991-10-26, 352.52
1991-11-02, 353.27
1991-11-09, 353.56
1991-11-16, 353.36
1991-11-23, 353.66
1991-11-30, 354.15
1991-12-07, 354.34
1991-12-14, 354.77
1991-12-21, 355.02
1991-12-28, 355.30
1992-01-04, 355.49
1992-01-11, 355.87
1992-01-18, 355.99
1992-01-25, 355.76
1992-02-01, 355.85
1992-02-08, 356.53
1992-02-15, 357.13
1992-02-22, 356.80
1992-02-29, 356.38
1992-03-07, 357.10
1992-03-14, 357.60
1992-03-21, 357.98
1992-03-28, 358.22
1992-04-04, 358.37
1992-04-11, 358.79
1992-04-18, 359.55
1992-04-25, 359.05
1992-05-02, 359.49
1992-05-09, 359.53
1992-05-16, 358.40
1992-05-23, 359.45
1992-05-30, 360.05
1992-06-06, 359.83
1992-06-13, 359.28
1992-06-20, 358.55
1992-06-27, 358.25
1992-07-04, 358.27
1992-07-11, 357.00
1992-07-18, 356.17
1992-07-25, 355.90
1992-08-01, 354.79
1992-08-08, 355.13
1992-08-15, 355.12
1992-08-22, 354.39
1992-08-29, 354.14
1992-09-05, 353.33
1992-09-12, 353.46
1992-09-19, 352.17
1992-09-26, 352.55
1992-10-03, 353.40
1992-10-10, 353.18
1992-10-17, 353.04
1992-10-24, 353.31
1992-10-31, 353.36
1992-11-07, 353.79
1992-11-14, 353.66
1992-11-21, 354.37
1992-11-28, 354.44
1992-12-05, 354.65
1992-12-12, 355.17
1992-12-19, 355.26
1992-12-26, 355.77
1993-01-02, 356.09
1993-01-09, 356.76
1993-01-16, 356.52
1993-01-23, 356.46
1993-01-30, 356.83
1993-02-06, 356.42
1993-02-13, 357.03
1993-02-20, 357.16
1993-02-27, 357.48
1993-03-06, 358.19
1993-03-13, 358.32
1993-03-20, 357.93
1993-03-27, 358.65
1993-04-03, 358.97
1993-04-10, 358.67
1993-04-17, 359.22
1993-04-24, 359.83
1993-05-01, 359.42
1993-05-08, 359.58
1993-05-15, 360.50
1993-05-22, 360.42
1993-05-29, 360.15
1993-06-05, 359.59
1993-06-12, 359.72
1993-06-19, 359.14
1993-06-26, 358.96
1993-07-03, 357.72
1993-07-10, 357.82
1993-07-17, 357.91
1993-07-24, 356.50
1993-07-31, 356.33
1993-08-07, 355.69
1993-08-14, 355.76
1993-08-21, 354.71
1993-08-28, 354.53
1993-09-04, 354.11
1993-09-11, 353.04
1993-09-18, 353.62
1993-09-25, 353.67
1993-10-02, 353.61
1993-10-09, 353.68
1993-10-16, 353.81
1993-10-23, 354.26
1993-10-30, 354.19
1993-11-06, 354.59
1993-11-13, 354.97
1993-11-20, 355.46
1993-11-27, 355.84
1993-12-04, 356.08
1993-12-11, 356.34
1993-12-18, 356.81
1993-12-25, 357.32
1994-01-01, 357.96
1994-01-08, 357.94
1994-01-15, 358.25
1994-01-22, 358.15
1994-01-29, 358.60
1994-02-05, 358.31
1994-02-12, 358.43
1994-02-19, 358.84
1994-02-26, 359.46
1994-03-05, 358.59
1994-03-12, 359.68
1994-03-19, 360.31
1994-03-26, 360.65
1994-04-02, 360.50
1994-04-09, 360.84
1994-04-16, 360.89
1994-04-23, 361.17
1994-04-30, 362.08
1994-05-07, 361.46
1994-05-14, 361.25
1994-05-21, 361.61
1994-05-28, 361.74
1994-06-04, 360.87
1994-06-11, 360.90
1994-06-18, 360.76
1994-06-25, 360.53
1994-07-02, 360.05
1994-07-09, 359.73
1994-07-16, 359.26
1994-07-23, 358.83
1994-07-30, 358.64
1994-08-06, 357.93
1994-08-13, 357.35
1994-08-20, 357.46
1994-08-27, 356.22
1994-09-03, 356.27
1994-09-10, 356.30
1994-09-17, 355.29
1994-09-24, 355.34
1994-10-01, 355.29
1994-10-08, 355.65
1994-10-15, 355.92
1994-10-22, 356.23
1994-10-29, 356.45
1994-11-05, 356.81
1994-11-12, 357.24
1994-11-19, 357.77
1994-11-26, 357.95
1994-12-03, 358.27
1994-12-10, 358.97
1994-12-17, 359.09
1994-12-24, 358.99
1994-12-31, 359.36
1995-01-07, 359.52
1995-01-14, 360.12
1995-01-21, 359.96
1995-01-28, 359.88
1995-02-04, 360.51
1995-02-11, 360.93
1995-02-18, 360.72
1995-02-25, 361.20
1995-03-04, 362.05
1995-03-11, 361.08
1995-03-18, 360.84
1995-03-25, 361.85
1995-04-01, 363.65
1995-04-08, 363.29
1995-04-15, 363.19
1995-04-22, 362.74
1995-04-29, 363.43
1995-05-06, 363.09
1995-05-13, 363.96
1995-05-20, 364.03
1995-05-27, 363.32
1995-06-03, 363.77
1995-06-10, 363.32
1995-06-17, 362.81
1995-06-24, 362.66
1995-07-01, 362.38
1995-07-08, 362.12
1995-07-15, 361.83
1995-07-22, 361.43
1995-07-29, 360.83
1995-08-05, 360.30
1995-08-12, 359.06
1995-08-19, 358.57
1995-08-26, 359.15
1995-09-02, 357.23
1995-09-09, 358.36
1995-09-16, 358.44
1995-09-23, 358.06
1995-09-30, 357.42
1995-10-07, 357.51
1995-10-14, 357.46
1995-10-21, 357.90
1995-10-28, 358.09
1995-11-04, 359.05
1995-11-11, 359.29
1995-11-18, 359.55
1995-11-25, 359.73
1995-12-02, 359.99
1995-12-09, 360.29
1995-12-16, 360.39
1995-12-23, 360.75
1995-12-30, 361.59
1996-01-06, 361.67
1996-01-13, 361.92
1996-01-20, 362.03
1996-01-27, 362.09
1996-02-03, 362.54
1996-02-10, 362.99
1996-02-17, 362.87
1996-02-24, 363.89
1996-03-02, 363.70
1996-03-09, 363.53
1996-03-16, 363.96
1996-03-23, 364.40
1996-03-30, 364.21
1996-04-06, 364.44
1996-04-13, 364.76
1996-04-20, 364.27
1996-04-27, 365.00
1996-05-04, 364.79
1996-05-11, 365.24
1996-05-18, 365.61
1996-05-25, 365.30
1996-06-01, 364.73
1996-06-08, 365.06
1996-06-15, 365.14
1996-06-22, 364.87
1996-06-29, 364.17
1996-07-06, 364.06
1996-07-13, 363.62
1996-07-20, 363.25
1996-07-27, 362.71
1996-08-03, 361.65
1996-08-10, 361.97
1996-08-17, 361.16
1996-08-24, 360.72
1996-08-31, 360.69
1996-09-07, 359.73
1996-09-14, 359.69
1996-09-21, 358.96
1996-09-28, 358.92
1996-10-05, 359.32
1996-10-12, 359.39
1996-10-19, 359.74
1996-10-26, 359.74
1996-11-02, 359.81
1996-11-09, 360.40
1996-11-16, 360.67
1996-11-23, 361.12
1996-11-30, 361.28
1996-12-07, 361.85
1996-12-14, 362.56
1996-12-21, 362.35
1996-12-28, 362.50
1997-01-04, 362.83
1997-01-11, 362.88
1997-01-18, 363.04
1997-01-25, 363.39
1997-02-01, 363.16
1997-02-08, 364.07
1997-02-15, 363.90
1997-02-22, 364.12
1997-03-01, 364.38
1997-03-08, 364.04
1997-03-15, 364.07
1997-03-22, 364.63
1997-03-29, 365.31
1997-04-05, 365.68
1997-04-12, 366.13
1997-04-19, 366.57
1997-04-26, 366.67
1997-05-03, 366.64
1997-05-10, 366.68
1997-05-17, 366.91
1997-05-24, 366.49
1997-05-31, 366.24
1997-06-07, 365.60
1997-06-14, 365.49
1997-06-21, 365.42
1997-06-28, 365.05
1997-07-05, 364.98
1997-07-12, 364.56
1997-07-19, 364.00
1997-07-26, 363.69
1997-08-02, 363.28
1997-08-09, 363.25
1997-08-16, 362.52
1997-08-23, 361.40
1997-08-30, 361.55
1997-09-06, 360.58
1997-09-13, 360.15
1997-09-20, 359.97
1997-09-27, 359.70
1997-10-04, 360.43
1997-10-11, 360.38
1997-10-18, 360.96
1997-10-25, 361.02
1997-11-01, 361.60
1997-11-08, 362.08
1997-11-15, 361.95
1997-11-22, 362.54
1997-11-29, 363.40
1997-12-06, 363.86
1997-12-13, 363.84
1997-12-20, 364.16
1997-12-27, 364.98
1998-01-03, 365.13
1998-01-10, 365.19
1998-01-17, 365.24
1998-01-24, 365.27
1998-01-31, 365.58
1998-02-07, 365.95
1998-02-14, 365.41
1998-02-21, 365.97
1998-02-28, 367.25
1998-03-07, 366.91
1998-03-14, 366.55
1998-03-21, 367.38
1998-03-28, 368.46
1998-04-04, 368.58
1998-04-11, 368.57
1998-04-18, 367.94
1998-04-25, 368.79
1998-05-02, 369.06
1998-05-09, 368.72
1998-05-16, 368.40
1998-05-23, 369.55
1998-05-30, 369.59
1998-06-06, 369.30
1998-06-13, 368.77
1998-06-20, 368.43
1998-06-27, 368.25
1998-07-04, 367.94
1998-07-11, 367.43
1998-07-18, 367.56
1998-07-25, 367.26
1998-08-01, 366.77
1998-08-08, 366.36
1998-08-15, 365.54
1998-08-22, 365.53
1998-08-29, 364.15
1998-09-05, 364.64
1998-09-12, 363.86
1998-09-19, 363.40
1998-09-26, 363.50
1998-10-03, 363.91
1998-10-10, 364.07
1998-10-17, 364.36
1998-10-24, 364.39
1998-10-31, 364.60
1998-11-07, 364.95
1998-11-14, 365.38
1998-11-21, 365.70
1998-11-28, 365.90
1998-12-05, 366.36
1998-12-12, 366.64
1998-12-19, 367.20
1998-12-26, 367.28
1999-01-02, 367.48
1999-01-09, 367.77
1999-01-16, 367.70
1999-01-23, 368.23
1999-01-30, 369.15
1999-02-06, 369.09
1999-02-13, 368.80
1999-02-20, 368.95
1999-02-27, 368.42
1999-03-06, 368.03
1999-03-13, 369.48
1999-03-20, 370.17
1999-03-27, 370.55
1999-04-03, 371.01
1999-04-10, 371.49
1999-04-17, 370.97
1999-04-24, 370.22
1999-05-01, 370.72
1999-05-08, 371.23
1999-05-15, 370.99
1999-05-22, 370.79
1999-05-29, 370.31
1999-06-05, 370.88
1999-06-12, 370.23
1999-06-19, 369.87
1999-06-26, 369.87
1999-07-03, 369.39
1999-07-10, 370.05
1999-07-17, 369.44
1999-07-24, 368.56
1999-07-31, 367.38
1999-08-07, 367.55
1999-08-14, 366.67
1999-08-21, 366.35
1999-08-28, 366.07
1999-09-04, 364.12
1999-09-11, 364.66
1999-09-18, 365.16
1999-09-25, 364.64
1999-10-02, 364.53
1999-10-09, 365.02
1999-10-16, 364.85
1999-10-23, 365.61
1999-10-30, 365.72
1999-11-06, 366.14
1999-11-13, 366.66
1999-11-20, 366.65
1999-11-27, 367.10
1999-12-04, 367.38
1999-12-11, 368.01
1999-12-18, 367.96
1999-12-25, 368.18
2000-01-01, 368.65
2000-01-08, 368.54
2000-01-15, 369.03
2000-01-22, 369.84
2000-01-29, 369.26
2000-02-05, 369.09
2000-02-12, 369.57
2000-02-19, 369.36
2000-02-26, 369.52
2000-03-04, 370.02
2000-03-11, 370.00
2000-03-18, 370.89
2000-03-25, 370.77
2000-04-01, 370.95
2000-04-08, 371.72
2000-04-15, 371.82
2000-04-22, 372.01
2000-04-29, 371.28
2000-05-06, 371.27
2000-05-13, 371.74
2000-05-20, 371.92
2000-05-27, 371.82
2000-06-03, 371.89
2000-06-10, 371.62
2000-06-17, 371.73
2000-06-24, 371.32
2000-07-01, 370.87
2000-07-08, 370.08
2000-07-15, 370.20
2000-07-22, 369.76
2000-07-29, 369.01
2000-08-05, 368.77
2000-08-12, 368.37
2000-08-19, 367.69
2000-08-26, 367.16
2000-09-02, 367.19
2000-09-09, 366.75
2000-09-16, 366.26
2000-09-23, 366.25
2000-09-30, 366.45
2000-10-07, 366.33
2000-10-14, 366.66
2000-10-21, 366.70
2000-10-28, 367.37
2000-11-04, 367.69
2000-11-11, 368.02
2000-11-18, 368.67
2000-11-25, 368.33
2000-12-02, 369.01
2000-12-09, 369.66
2000-12-16, 369.32
2000-12-23, 369.56
2000-12-30, 369.82
2001-01-06, 369.86
2001-01-13, 370.27
2001-01-20, 370.01
2001-01-27, 370.83
2001-02-03, 371.37
2001-02-10, 371.20
2001-02-17, 371.74
2001-02-24, 371.25
2001-03-03, 372.26
2001-03-10, 372.23
2001-03-17, 372.14
2001-03-24, 371.89
2001-03-31, 372.10
2001-04-07, 372.74
2001-04-14, 372.76
2001-04-21, 373.09
2001-04-28, 372.83
2001-05-05, 373.75
2001-05-12, 374.00
2001-05-19, 373.77
2001-05-26, 373.97
2001-06-02, 373.92
2001-06-09, 373.19
2001-06-16, 372.90
2001-06-23, 372.96
2001-06-30, 372.82
2001-07-07, 372.21
2001-07-14, 371.43
2001-07-21, 371.28
2001-07-28, 370.68
2001-08-04, 369.99
2001-08-11, 369.62
2001-08-18, 369.35
2001-08-25, 369.07
2001-09-01, 368.53
2001-09-08, 368.26
2001-09-15, 368.10
2001-09-22, 367.53
2001-09-29, 367.48
2001-10-06, 367.85
2001-10-13, 367.65
2001-10-20, 368.15
2001-10-27, 368.84
2001-11-03, 368.79
2001-11-10, 368.95
2001-11-17, 369.76
2001-11-24, 370.36
2001-12-01, 370.43
2001-12-08, 370.95
2001-12-15, 371.26
2001-12-22, 371.43
2001-12-29, 371.59
2002-01-05, 371.86
2002-01-12, 372.18
2002-01-19, 372.96
2002-01-26, 372.38
2002-02-02, 372.77
2002-02-09, 372.85
2002-02-16, 372.76
2002-02-23, 373.32
2002-03-02, 373.21
2002-03-09, 373.39
2002-03-16, 373.29
2002-03-23, 373.43
2002-03-30, 374.22
2002-04-06, 374.42
2002-04-13, 374.47
2002-04-20, 374.98
2002-04-27, 375.40
2002-05-04, 375.71
2002-05-11, 374.88
2002-05-18, 375.17
2002-05-25, 375.85
2002-06-01, 375.71
2002-06-08, 375.59
2002-06-15, 375.05
2002-06-22, 375.43
2002-06-29, 374.40
2002-07-06, 374.55
2002-07-13, 374.06
2002-07-20, 373.61
2002-07-27, 373.09
2002-08-03, 372.86
2002-08-10, 371.66
2002-08-17, 370.96
2002-08-24, 370.80
2002-08-31, 370.05
2002-09-07, 371.32
2002-09-14, 371.09
2002-09-21, 370.38
2002-09-28, 369.90
2002-10-05, 369.61
2002-10-12, 369.97
2002-10-19, 370.99
2002-10-26, 370.37
2002-11-02, 371.60
2002-11-09, 371.48
2002-11-16, 372.01
2002-11-23, 372.62
2002-11-30, 372.58
2002-12-07, 373.25
2002-12-14, 373.37
2002-12-21, 374.09
2002-12-28, 374.53
2003-01-04, 374.42
2003-01-11, 374.39
2003-01-18, 374.75
2003-01-25, 374.82
2003-02-01, 375.16
2003-02-08, 374.74
2003-02-15, 375.63
2003-02-22, 376.29
2003-03-01, 375.75
2003-03-08, 375.82
2003-03-15, 375.69
2003-03-22, 376.37
2003-03-29, 376.75
2003-04-05, 376.74
2003-04-12, 377.23
2003-04-19, 378.04
2003-04-26, 378.39
2003-05-03, 378.04
2003-05-10, 377.42
2003-05-17, 378.72
2003-05-24, 378.64
2003-05-31, 378.22
2003-06-07, 378.33
2003-06-21, 377.28
2003-06-28, 377.79
2003-07-05, 376.37
2003-07-12, 376.99
2003-07-19, 376.64
2003-07-26, 375.92
2003-08-02, 375.41
2003-08-09, 374.61
2003-08-16, 374.00
2003-08-23, 374.41
2003-08-30, 373.42
2003-09-06, 373.03
2003-09-13, 372.70
2003-09-20, 373.02
2003-09-27, 372.97
2003-10-04, 372.81
2003-10-25, 373.27
2003-11-01, 373.44
2003-11-08, 373.70
2003-11-15, 374.39
2003-11-22, 375.15
2003-11-29, 374.66
2003-12-06, 374.41
2003-12-13, 376.09
2003-12-20, 375.99
2003-12-27, 376.37
2004-01-03, 376.11
2004-01-10, 376.11
2004-01-17, 376.95
2004-01-24, 377.23
2004-01-31, 377.43
2004-02-07, 377.41
2004-02-14, 376.94
2004-02-21, 377.29
2004-02-28, 377.61
2004-03-06, 377.99
2004-03-13, 379.34
2004-03-20, 378.41
2004-03-27, 378.44
2004-04-03, 380.03
2004-04-10, 380.35
2004-04-17, 380.50
2004-04-24, 380.65
2004-05-01, 380.22
2004-05-08, 380.98
2004-05-15, 380.45
2004-05-22, 380.27
2004-05-29, 380.60
2004-06-05, 379.56
2004-06-12, 379.94
2004-06-19, 379.24
2004-06-26, 379.01
2004-07-03, 378.38
2004-07-10, 377.98
2004-07-17, 377.28
2004-07-24, 376.94
2004-07-31, 377.30
2004-08-07, 376.50
2004-08-14, 375.78
2004-08-21, 375.64
2004-08-28, 374.57
2004-09-04, 373.77
2004-09-11, 374.51
2004-09-18, 374.09
2004-09-25, 373.75
2004-10-02, 373.96
2004-10-09, 373.90
2004-10-16, 374.00
2004-10-23, 374.53
2004-10-30, 374.97
2004-11-06, 375.01
2004-11-13, 376.08
2004-11-20, 376.41
2004-11-27, 376.08
2004-12-04, 377.04
2004-12-11, 377.32
2004-12-18, 377.45
2004-12-25, 377.63
2005-01-01, 378.01
2005-01-08, 378.16
2005-01-15, 378.31
2005-01-22, 378.29
2005-01-29, 378.61
2005-02-05, 378.97
2005-02-12, 379.26
2005-02-19, 380.20
2005-03-26, 380.54
2005-04-02, 382.04
2005-04-09, 382.22
2005-04-16, 381.32
2005-04-23, 382.05
2005-04-30, 382.35
2005-05-07, 381.48
2005-05-14, 382.50
2005-05-21, 382.11
2005-05-28, 382.55
2005-06-04, 382.33
2005-06-11, 382.28
2005-06-18, 382.09
2005-06-25, 381.45
2005-07-02, 381.12
2005-07-09, 380.87
2005-07-16, 380.60
2005-07-23, 380.32
2005-07-30, 379.83
2005-08-06, 379.17
2005-08-13, 378.94
2005-08-20, 378.37
2005-08-27, 377.66
2005-09-03, 377.79
2005-09-10, 376.29
2005-09-17, 376.10
2005-09-24, 375.92
2005-10-01, 376.30
2005-10-08, 376.41
2005-10-15, 377.08
2005-10-22, 377.28
2005-10-29, 377.21
2005-11-05, 377.73
2005-11-12, 378.03
2005-11-19, 378.71
2005-11-26, 378.74
2005-12-03, 379.38
2005-12-10, 380.06
2005-12-17, 380.05
2005-12-24, 380.10
2005-12-31, 380.40
2006-01-07, 381.25
2006-01-14, 381.38
2006-01-21, 381.54
2006-01-28, 381.44
2006-02-04, 382.00
2006-02-25, 381.83
2006-03-04, 382.36
2006-03-11, 382.52
2006-03-18, 382.71
2006-03-25, 382.51
2006-04-01, 382.93
2006-04-08, 384.62
2006-04-15, 384.64
2006-04-22, 384.68
2006-04-29, 384.59
2006-05-06, 384.88
2006-05-13, 384.84
2006-05-20, 385.31
2006-05-27, 384.27
2006-06-03, 384.26
2006-06-10, 384.28
2006-06-17, 384.03
2006-06-24, 383.52
2006-07-01, 382.97
2006-07-08, 382.75
2006-07-15, 381.24
2006-07-22, 381.78
2006-07-29, 381.52
2006-08-05, 381.18
2006-08-12, 380.60
2006-08-19, 380.17
2006-08-26, 379.73
2006-09-02, 379.48
2006-09-09, 378.63
2006-09-16, 378.76
2006-09-23, 378.46
2006-09-30, 378.96
2006-10-07, 378.75
2006-10-14, 379.11
2006-10-21, 379.19
2006-10-28, 379.54
2006-11-04, 379.64
2006-11-11, 379.78
2006-11-18, 379.95
2006-11-25, 381.39
2006-12-02, 381.28
2006-12-09, 381.57
2006-12-16, 381.77
2006-12-23, 381.93
2006-12-30, 381.73
2007-01-06, 382.61
2007-01-13, 382.32
2007-01-20, 381.81
2007-02-03, 383.06
2007-02-10, 383.57
2007-02-17, 384.19
2007-02-24, 383.73
2007-03-03, 383.68
2007-03-10, 383.61
2007-03-17, 384.25
2007-03-24, 384.93
2007-03-31, 385.90
2007-04-07, 385.43
2007-04-14, 386.27
2007-04-21, 386.97
2007-04-28, 386.39
2007-05-05, 385.82
2007-05-12, 386.51
2007-05-19, 386.00
2007-05-26, 386.90
2007-06-02, 386.57
2007-06-09, 386.20
2007-06-16, 386.26
2007-06-23, 384.92
2007-06-30, 384.82
2007-07-07, 384.89
2007-07-14, 384.72
2007-07-21, 383.94
2007-07-28, 383.38
2007-08-04, 382.48
2007-08-11, 381.69
2007-08-18, 381.57
2007-08-25, 381.64
2007-09-01, 381.66
2007-09-08, 380.71
2007-09-15, 380.72
2007-09-22, 380.90
2007-09-29, 380.77
2007-10-06, 380.65
2007-10-13, 380.65
2007-10-20, 381.07
2007-10-27, 381.33
2007-11-03, 381.73
2007-11-10, 381.89
2007-11-17, 382.40
2007-11-24, 382.88
2007-12-01, 382.87
2007-12-08, 383.28
2007-12-15, 383.76
2007-12-22, 383.87
2007-12-29, 384.01
2008-01-05, 384.33
2008-01-12, 384.38
2008-01-19, 385.44
2008-01-26, 386.03
2008-02-02, 386.16
2008-02-09, 385.69
2008-02-16, 385.55
2008-02-23, 385.21
2008-03-01, 384.85
2008-03-08, 385.85
2008-03-15, 385.61
2008-03-22, 386.14
2008-03-29, 386.67
2008-04-05, 387.97
2008-04-12, 385.87
2008-04-19, 386.35
2008-04-26, 387.16
2008-05-03, 386.91
2008-05-10, 388.87
2008-05-17, 388.81
2008-05-24, 388.51
2008-05-31, 388.46
2008-06-07, 388.13
2008-06-14, 387.76
2008-06-21, 387.51
2008-06-28, 388.08
2008-07-05, 387.05
2008-07-12, 386.08
2008-07-19, 385.70
2008-07-26, 385.93
2008-08-02, 384.87
2008-08-09, 384.65
2008-08-16, 383.87
2008-08-23, 383.52
2008-08-30, 383.13
2008-09-06, 383.15
2008-09-13, 383.33
2008-09-20, 382.95
2008-09-27, 382.89
2008-10-04, 382.63
2008-10-11, 382.69
2008-10-18, 382.93
2008-10-25, 382.91
2008-11-01, 383.58
2008-11-08, 383.58
2008-11-15, 384.00
2008-11-22, 384.29
2008-11-29, 384.43
2008-12-06, 384.75
2008-12-13, 384.87
2008-12-20, 385.12
2008-12-27, 385.77
2009-01-03, 385.98
2009-01-10, 386.51
2009-01-17, 386.61
2009-01-24, 387.02
2009-01-31, 387.23
2009-02-07, 386.49
2009-02-14, 387.42
2009-02-21, 387.38
2009-02-28, 387.46
2009-03-07, 388.52
2009-03-14, 388.62
2009-03-21, 388.41
2009-03-28, 389.15
2009-04-04, 389.37
2009-04-11, 389.71
2009-04-18, 388.65
2009-04-25, 390.34
2009-05-02, 390.14
2009-05-09, 389.86
2009-05-16, 390.28
2009-05-23, 390.74
2009-05-30, 389.33
2009-06-06, 390.44
2009-06-13, 389.99
2009-06-20, 388.87
2009-06-27, 388.70
2009-07-04, 388.29
2009-07-11, 388.66
2009-07-18, 388.01
2009-07-25, 387.46
2009-08-01, 387.14
2009-08-08, 386.65
2009-08-15, 385.25
2009-08-22, 386.04
2009-08-29, 385.63
2009-09-05, 385.28
2009-09-12, 384.47
2009-09-19, 384.59
2009-09-26, 384.50
2009-10-03, 383.41
2009-10-10, 384.27
2009-10-17, 384.55
2009-10-24, 384.79
2009-10-31, 385.17
2009-11-07, 385.60
2009-11-14, 386.09
2009-11-21, 386.31
2009-11-28, 386.73
2009-12-05, 386.91
2009-12-12, 386.81
2009-12-19, 388.04
2009-12-26, 388.19
2010-01-02, 388.41
2010-01-09, 388.17
2010-01-16, 388.69
2010-01-23, 388.59
2010-01-30, 389.04
2010-02-06, 390.92
2010-02-13, 389.78
2010-02-20, 390.84
2010-02-27, 389.38
2010-03-06, 391.08
2010-03-13, 391.37
2010-03-20, 391.56
2010-03-27, 390.09
2010-04-03, 391.16
2010-04-10, 391.61
2010-04-17, 393.28
2010-04-24, 393.28
2010-05-01, 393.01
2010-05-08, 392.99
2010-05-15, 393.15
2010-05-22, 393.57
2010-05-29, 393.04
2010-06-05, 393.10
2010-06-12, 392.37
2010-06-19, 391.75
2010-06-26, 391.48
2010-07-03, 391.03
2010-07-10, 390.22
2010-07-17, 389.92
2010-07-24, 390.13
2010-07-31, 389.51
2010-08-07, 389.07
2010-08-14, 388.77
2010-08-21, 388.13
2010-08-28, 387.44
2010-09-04, 386.92
2010-09-11, 386.86
2010-09-18, 386.98
2010-09-25, 386.88
2010-10-02, 386.76
2010-10-09, 386.99
2010-10-16, 387.04
2010-10-23, 387.83
2010-10-30, 387.81
2010-11-06, 387.98
2010-11-13, 388.29
2010-11-20, 389.14
2010-11-27, 389.62
2010-12-04, 389.90
2010-12-11, 389.78
2010-12-18, 389.61
2010-12-25, 389.99
2011-01-01, 390.53
2011-01-08, 391.64
2011-01-15, 391.09
2011-01-22, 391.28
2011-01-29, 392.03
2011-02-05, 391.93
2011-02-12, 391.55
2011-02-19, 391.86
2011-02-26, 392.54
2011-03-05, 391.63
2011-03-12, 391.97
2011-03-19, 392.47
2011-03-26, 394.15
2011-04-02, 393.44
2011-04-09, 392.75
2011-04-16, 393.77
2011-04-23, 393.26
2011-04-30, 393.63
2011-05-07, 393.40
2011-05-14, 393.89
2011-05-21, 395.17
2011-05-28, 394.54
2011-06-04, 394.13
2011-06-11, 393.47
2011-06-18, 393.97
2011-06-25, 393.42
2011-07-02, 393.36
2011-07-09, 393.66
2011-07-16, 392.69
2011-07-23, 391.18
2011-07-30, 391.82
2011-08-06, 390.80
2011-08-13, 390.57
2011-08-20, 389.86
2011-08-27, 389.44
2011-09-03, 389.28
2011-09-10, 389.22
2011-09-17, 389.19
2011-09-24, 388.90
2011-10-01, 388.95
2011-10-08, 388.78
2011-10-15, 388.96
2011-10-22, 389.15
2011-10-29, 389.50
2011-11-05, 389.70
2011-11-12, 390.29
2011-11-19, 390.49
2011-11-26, 390.83
2011-12-03, 391.14
2011-12-10, 391.76
2011-12-17, 392.30
2011-12-24, 392.14
2011-12-31, 392.32
2012-01-07, 392.99
2012-01-14, 393.67
2012-01-21, 393.10
2012-01-28, 393.09
2012-02-04, 392.49
2012-02-11, 393.51
2012-02-18, 394.04
2012-02-25, 393.69
2012-03-03, 394.24
2012-03-10, 393.45
2012-03-17, 394.87
2012-03-24, 395.23
2012-03-31, 394.98
2012-04-07, 396.53
2012-04-14, 396.46
2012-04-21, 396.64
2012-04-28, 396.78
2012-05-05, 397.17
2012-05-12, 397.37
2012-05-19, 396.65
2012-05-26, 396.37
2012-06-02, 396.12
2012-06-09, 396.11
2012-06-16, 395.95
2012-06-23, 395.82
2012-06-30, 395.50
2012-07-07, 394.94
2012-07-14, 394.67
2012-07-21, 394.43
2012-07-28, 393.68
2012-08-04, 393.47
2012-08-11, 393.00
2012-08-18, 392.38
2012-08-25, 391.77
2012-09-01, 392.05
2012-09-08, 391.08
2012-09-15, 391.10
2012-09-22, 391.09
2012-09-29, 391.06
2012-10-20, 391.36
2012-10-27, 391.54
2012-11-03, 391.83
2012-11-10, 392.84
2012-11-17, 393.50
2012-11-24, 393.44
2012-12-01, 393.69
2012-12-08, 394.13
2012-12-15, 394.54
2012-12-22, 394.92
2012-12-29, 394.70
2013-01-05, 395.08
2013-01-12, 395.66
2013-01-19, 396.30
2013-01-26, 395.73
2013-02-02, 396.48
2013-02-09, 396.55
2013-02-16, 397.41
2013-02-23, 396.97
2013-03-02, 397.23
2013-03-09, 396.73
2013-03-16, 397.34
2013-03-23, 397.30
2013-03-30, 398.49
2013-04-06, 398.14
2013-04-13, 397.52
2013-04-20, 398.86
2013-04-27, 399.43
2013-05-04, 399.73
2013-05-11, 399.86
2013-05-18, 400.12
2013-05-25, 400.30
2013-06-01, 399.52
2013-06-08, 399.00
2013-06-15, 398.66
2013-06-22, 398.58
2013-06-29, 398.73
2013-07-06, 397.64
2013-07-13, 397.57
2013-07-20, 396.92
2013-07-27, 397.06
2013-08-03, 396.69
2013-08-10, 395.63
2013-08-17, 395.32
2013-08-24, 394.81
2013-08-31, 394.41
2013-09-07, 393.60
2013-09-14, 393.33
2013-09-21, 393.61
2013-09-28, 393.30
2013-10-05, 393.54
2013-10-12, 393.60
2013-10-19, 394.01
2013-10-26, 394.21
2013-11-02, 394.47
2013-11-09, 395.33
2013-11-16, 394.93
2013-11-23, 395.74
2013-11-30, 396.14
2013-12-07, 396.35
2013-12-14, 396.60
2013-12-21, 397.38
2013-12-28, 397.67
2014-01-04, 397.98
2014-01-11, 397.90
2014-01-18, 398.21
2014-01-25, 397.84
2014-02-01, 398.10
2014-02-08, 398.06
2014-02-15, 397.87
2014-02-22, 398.32
2014-03-01, 398.01
2014-03-08, 398.97
2014-03-15, 400.78
2014-03-22, 399.72
2014-03-29, 400.44
2014-04-05, 401.43
2014-04-12, 401.32
2014-04-19, 401.41
2014-04-26, 401.53
2014-05-03, 401.84
2014-05-10, 401.61
2014-05-17, 402.29
2014-05-24, 401.54
2014-05-31, 402.23
2014-06-07, 401.65
2014-06-14, 401.41
2014-06-21, 401.32
2014-06-28, 400.68
2014-07-05, 400.17
2014-07-12, 399.68
2014-07-19, 398.63
2014-07-26, 397.95
2014-08-02, 397.95
2014-08-09, 397.55
2014-08-16, 397.32
2014-08-23, 396.84
2014-08-30, 396.46
2014-09-06, 396.44
2014-09-13, 394.88
2014-09-20, 395.41
2014-09-27, 395.64
2014-10-04, 395.66
2014-10-11, 395.57
2014-10-18, 395.81
2014-10-25, 396.00
2014-11-01, 396.61
2014-11-08, 396.99
2014-11-15, 397.43
2014-11-22, 397.33
2014-11-29, 398.20
2014-12-06, 398.35
2014-12-13, 399.02
2014-12-20, 399.19
2014-12-27, 399.11
2015-01-03, 400.02
2015-01-10, 399.96
2015-01-17, 399.82
2015-01-24, 400.07
2015-01-31, 400.28
2015-02-07, 400.10
2015-02-14, 400.23
2015-02-21, 400.45
2015-02-28, 401.11
2015-03-07, 401.71
2015-03-14, 401.88
2015-03-21, 400.87
2015-03-28, 402.59
2015-04-04, 402.83
2015-04-11, 403.97
2015-04-18, 403.88
2015-04-25, 403.26
2015-05-02, 404.01
2015-05-09, 404.02
2015-05-16, 404.24
2015-05-23, 403.78
2015-05-30, 403.74
2015-06-06, 403.38
2015-06-13, 402.65
2015-06-20, 402.56
2015-06-27, 402.29
2015-07-04, 402.18
2015-07-11, 401.64
2015-07-18, 400.95
2015-07-25, 401.22
2015-08-01, 398.67
2015-08-08, 399.14
2015-08-15, 399.05
2015-08-22, 398.96
2015-08-29, 398.73
2015-09-05, 398.09
2015-09-12, 397.03
2015-09-19, 397.50
2015-09-26, 397.35
2015-10-03, 397.67
2015-10-10, 398.44
2015-10-17, 398.54
2015-10-24, 398.36
2015-10-31, 398.80
2015-11-07, 399.46
2015-11-14, 400.68
2015-11-21, 400.35
2015-11-28, 400.76
2015-12-05, 400.84
2015-12-12, 402.33
2015-12-19, 402.25
2015-12-26, 401.94
2016-01-02, 402.18
2016-01-09, 402.16
2016-01-16, 402.61
2016-01-23, 403.20
2016-01-30, 402.72
2016-02-06, 404.91
2016-02-13, 403.15
2016-02-20, 404.52
2016-02-27, 403.91
2016-03-05, 403.92
2016-03-12, 404.45
2016-03-19, 404.94
2016-03-26, 406.09
2016-04-02, 405.64
2016-04-09, 408.49
2016-04-16, 408.09
2016-04-23, 407.63
2016-04-30, 407.77
2016-05-07, 407.44
2016-05-14, 407.48
2016-05-21, 407.34
2016-05-28, 407.85
2016-06-04, 407.46
2016-06-11, 406.93
2016-06-18, 406.95
2016-06-25, 406.33
2016-07-02, 405.89
2016-07-09, 404.86
2016-07-16, 403.57
2016-07-23, 403.64
2016-07-30, 403.69
2016-08-06, 403.15
2016-08-13, 402.04
2016-08-20, 401.71
2016-08-27, 401.36
2016-09-03, 401.20
2016-09-10, 401.06
2016-09-17, 401.18
2016-09-24, 400.78
2016-10-01, 400.75
2016-10-08, 401.13
2016-10-15, 401.63
2016-10-22, 401.75
2016-10-29, 402.31
2016-11-05, 403.08
2016-11-12, 403.06
2016-11-19, 403.88
2016-11-26, 404.37
2016-12-03, 404.09
2016-12-10, 404.21
2016-12-17, 404.56
2016-12-24, 404.59
2016-12-31, 405.31
2017-01-07, 405.88
2017-01-14, 405.84
2017-01-21, 406.30
2017-01-28, 406.28
2017-02-04, 406.13
2017-02-11, 405.95
2017-02-18, 406.10
2017-02-25, 408.00
2017-03-04, 406.99
2017-03-11, 406.46
2017-03-18, 406.66
2017-03-25, 407.82
2017-04-01, 408.59
2017-04-08, 407.12
2017-04-15, 409.05
2017-04-22, 409.82
2017-04-29, 408.98
2017-05-06, 409.47
2017-05-13, 409.76
2017-05-20, 410.11
2017-05-27, 409.82
2017-06-03, 409.61
2017-06-10, 409.55
2017-06-17, 408.76
2017-06-24, 408.36
2017-07-01, 407.70
2017-07-08, 407.61
2017-07-15, 407.04
2017-07-22, 406.70
2017-07-29, 406.43
2017-08-05, 405.86
2017-08-12, 405.48
2017-08-19, 404.75
2017-08-26, 404.47
2017-09-02, 404.03
2017-09-09, 403.32
2017-09-16, 403.37
2017-09-23, 402.88
2017-09-30, 402.66
2017-10-07, 403.12
2017-10-14, 403.53
2017-10-21, 403.98
2017-10-28, 404.18
2017-11-04, 404.21
2017-11-11, 404.44
2017-11-18, 405.46
2017-11-25, 406.29
2017-12-02, 406.78
2017-12-09, 406.09
2017-12-16, 406.43
2017-12-23, 407.00
2017-12-30, 407.17
2018-01-06, 407.89
2018-01-13, 408.01
2018-01-20, 408.20
2018-01-27, 407.98
2018-02-03, 407.53
2018-02-10, 408.73
2018-02-17, 408.38
2018-02-24, 408.64
2018-03-03, 408.96
2018-03-10, 409.52
2018-03-17, 408.74
2018-03-24, 409.73
2018-03-31, 409.63
2018-04-07, 409.34
2018-04-14, 410.04
2018-04-21, 411.29
2018-04-28, 410.51
2018-05-05, 409.68
2018-05-12, 411.55
2018-05-19, 411.36
2018-05-26, 411.74
2018-06-02, 411.08
2018-06-09, 411.18
2018-06-16, 410.50
2018-06-23, 410.75
2018-06-30, 410.13
2018-07-07, 409.21
2018-07-14, 409.01
2018-07-21, 408.42
2018-07-28, 408.01
2018-08-04, 407.28
2018-08-11, 407.21
2018-08-18, 407.00
2018-08-25, 406.56
2018-09-01, 405.92
2018-09-08, 405.54
2018-09-15, 405.53
2018-09-22, 405.63
2018-09-29, 405.49
2018-10-06, 405.49
2018-10-13, 405.85
2018-10-20, 406.35
2018-10-27, 406.44
2018-11-03, 406.76
2018-11-10, 407.62
2018-11-17, 409.03
2018-11-24, 408.39
2018-12-01, 408.50
2018-12-08, 408.85
2018-12-15, 409.51
2018-12-22, 409.66
2018-12-29, 409.20
2019-01-05, 410.25
2019-01-12, 409.66
2019-01-19, 412.24
2019-01-26, 410.84
2019-02-02, 410.91
2019-02-09, 412.05
2019-02-16, 411.72
2019-02-23, 411.39
2019-03-02, 412.01
2019-03-09, 412.19
2019-03-16, 412.77
2019-03-23, 410.69
2019-03-30, 412.16
2019-04-06, 412.57
2019-04-13, 413.30
2019-04-20, 413.88
2019-04-27, 414.21
2019-05-04, 414.35
2019-05-11, 414.88
2019-05-18, 415.01
2019-05-25, 414.59
2019-06-01, 414.14
2019-06-08, 414.38
2019-06-15, 413.77
2019-06-22, 413.61
2019-06-29, 413.31
2019-07-06, 412.62
2019-07-13, 412.23
2019-07-20, 411.69
2019-07-27, 410.25
2019-08-03, 410.44
2019-08-10, 410.41
2019-08-17, 409.98
2019-08-24, 409.45
2019-08-31, 409.25
2019-09-07, 408.73
2019-09-14, 408.54
2019-09-21, 408.43
2019-09-28, 408.21
2019-10-05, 407.92
2019-10-12, 408.54
2019-10-19, 408.71
2019-10-26, 408.72
2019-11-02, 409.79
2019-11-09, 410.08
2019-11-16, 409.92
2019-11-23, 410.41
2019-11-30, 410.85
2019-12-07, 411.20
2019-12-14, 411.60
2019-12-21, 412.23
2019-12-28, 412.63
2020-01-04, 413.12
2020-01-11, 413.32
2020-01-25, 413.29
2020-02-01, 413.93
2020-02-08, 414.76
2020-02-15, 413.74
2020-02-22, 414.14
2020-02-29, 413.87
2020-03-07, 413.93
2020-03-14, 414.23
2020-03-21, 414.57
2020-03-28, 415.50
2020-04-04, 415.54
2020-04-11, 416.40
2020-04-18, 416.54
2020-04-25, 415.79
2020-05-02, 417.13
2020-05-09, 416.84
2020-05-16, 416.80
2020-05-23, 417.41
2020-05-30, 417.13
2020-06-06, 416.43
2020-06-13, 416.43
2020-06-20, 416.09
2020-06-27, 415.88
2020-07-04, 415.13
2020-07-11, 414.84
2020-07-18, 414.22
2020-07-25, 413.56
2020-08-01, 413.35
2020-08-08, 412.78
2020-08-15, 412.67
2020-08-22, 412.17
2020-08-29, 411.72
2020-09-05, 411.48
2020-09-12, 411.37
2020-09-19, 411.09
2020-09-26, 410.99
2020-10-03, 410.95
2020-10-10, 411.05
2020-10-17, 411.09
2020-10-24, 411.48
2020-10-31, 411.75
2020-11-07, 412.30
2020-11-14, 412.61
2020-11-21, 412.91
2020-11-28, 414.25
2020-12-05, 413.00
2020-12-12, 413.60
2020-12-19, 414.34
2020-12-26, 414.64
2021-01-02, 415.19
2021-01-09, 414.83
2021-01-16, 414.84
2021-01-23, 415.39
2021-01-30, 415.68
2021-02-06, 416.91
2021-02-13, 416.46
2021-02-20, 416.16
2021-02-27, 416.45
2021-03-06, 417.56
2021-03-13, 416.54
2021-03-20, 418.00
2021-03-27, 416.43
2021-04-03, 417.69
2021-04-10, 419.02
2021-04-17, 417.66
2021-04-24, 418.54
2021-05-01, 419.65
2021-05-08, 418.16
2021-05-15, 419.02
2021-05-22, 417.98
2021-05-29, 419.49
2021-06-05, 419.46
2021-06-12, 418.90
2021-06-19, 418.49
2021-06-26, 417.82
2021-07-03, 417.70
2021-07-10, 417.08
2021-07-17, 416.91
2021-07-24, 415.92
2021-07-31, 414.94
2021-08-07, 414.56
2021-08-14, 414.66
2021-08-21, 414.42
2021-08-28, 412.68
2021-09-04, 412.58
2021-09-11, 413.15
2021-09-18, 413.09
2021-09-25, 413.05
2021-10-02, 413.05
2021-10-09, 413.56
2021-10-16, 413.97
2021-10-23, 413.97
2021-10-30, 413.64
2021-11-06, 414.32
2021-11-13, 414.77
2021-11-20, 414.91
2021-11-27, 415.59
2021-12-04, 415.77
2021-12-11, 415.91
2021-12-18, 416.58
2021-12-25, 417.36
2022-01-01, 417.17
2022-01-08, 417.38
2022-01-15, 418.03
2022-01-22, 418.33
2022-01-29, 419.08
2022-02-05, 418.74
2022-02-12, 418.90
2022-02-19, 418.79
2022-02-26, 419.55
2022-03-05, 418.35
2022-03-12, 418.56
2022-03-19, 417.95
2022-03-26, 419.00
2022-04-02, 419.91
2022-04-09, 419.38
2022-04-16, 420.57
2022-04-23, 420.11
2022-04-30, 419.81
2022-05-07, 419.64
2022-05-14, 421.36
2022-05-21, 420.55
2022-05-28, 421.34
2022-06-04, 421.18
2022-06-11, 420.90
2022-06-18, 420.45
2022-06-25, 420.16
2022-07-02, 419.89
2022-07-09, 418.92
2022-07-16, 418.47
2022-07-23, 418.02
2022-07-30, 417.64
2022-08-06, 417.42
2022-08-13, 416.84
2022-08-20, 416.24
2022-08-27, 416.11
2022-09-03, 415.74
2022-09-10, 415.85
2022-09-17, 415.75
2022-09-24, 414.82
2022-10-01, 415.12
2022-10-08, 414.85
2022-10-15, 415.31
2022-10-22, 415.60
2022-10-29, 416.07
2022-11-05, 416.30
2022-11-12, 416.81
2022-11-19, 417.41
2022-11-26, 417.73
2022-12-17, 418.41
2022-12-24, 419.29
2022-12-31, 419.19
2023-01-07, 419.09
2023-01-14, 419.32
2023-01-21, 419.18
2023-01-28, 419.66
2023-02-04, 419.68
2023-02-11, 420.63
2023-02-18, 420.19
2023-02-25, 420.76
2023-03-04, 421.12
2023-03-11, 420.16
2023-03-18, 419.96
2023-03-25, 420.87
2023-04-01, 421.33
2023-04-08, 422.20
2023-04-15, 423.02
2023-04-22, 422.99
2023-04-29, 423.95
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