Eric Benjamin Seufert ESeufert

## LTV_and_Retention_Curves.py
import matplotlib.pyplot as plt
import matplotlib.ticker as ticker
import pandas as pd
import numpy as np
import random

def build_userbase( n, payer_percentage ):
    users = pd.DataFrame( columns=[ "user", "payer", "payment_probability", "payment" ] )
    for x in range( 1, n + 1 ):
        payer = True if random.randint( 1, 100 ) <= ( payer_percentage * 100 ) else 0

## get_optimal_rows_and_columns_for_matplotlib_multichart.py
# I had an annoying situation where I wanted a multi-chart matplotlib chart to look symmetrical given some number of max
# rows and columns
# eg. if I have 9 graphs I want to plot and the max number of (rows, columns) for the chart is (4, 4),
# I don't want 2 rows with 5 charts on the top and 4 on the bottom;
# I want 3 rows with 3 charts per row
# this algorithm returns a tuple of rows, columns given some parameters:
# this_length is the number of charts to plot
# max_cols is the maximum number of columns the chart can have (the matplotlib max is 4)
# max_rows is the maximum number of rows the chart can have (matplotlib max is 4)

## replacement_DAU_simulations.py
import matplotlib.pyplot as plt
import matplotlib.ticker as ticker
import matplotlib.colors as pltcolors
import pandas as pd
import numpy as np
import random
from mpl_toolkits.mplot3d import Axes3D
from matplotlib import colors as mcolors
from matplotlib import cm
from beautifultable import BeautifulTable

## ltv_confidence_intervals.py
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from sklearn.linear_model import Ridge
from sklearn.preprocessing import PolynomialFeatures
from sklearn.pipeline import make_pipeline
from scipy.optimize import curve_fit
import statsmodels.stats.api as sms
import math
import operator

## index.html
<html>
<meta http-equiv="Content-type" content="text/html;charset=UTF-8">
<head>
<title>D3.js Dashboard Introduction</title>
<script src="http://d3js.org/d3.v2.js"></script>
<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jquery/1.7.2/jquery.min.js"></script>
<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jqueryui/1.8.21/jquery-ui.min.js"></script>
<script>

function getMaxObjectValue(this_array, element) {

## Handset_Manufacturers_Q12013_and_Q12012.html
<html>
<meta http-equiv="Content-type" content="text/html;charset=UTF-8">
<head>
<title>Comparison -- Mobile Handset Manufacturers and Platforms, Q1 2013 and Q1 2013</title>

<link href="http://nvd3.org/src/nv.d3.css" rel="stylesheet">
<link href="http://nvd3.org/css/common.css" rel="stylesheet">
<link href="http://nvd3.org/css/syntax.css" rel="stylesheet">

<script type="text/javascript" src="http://d3js.org/d3.v2.js"></script>

## MVM_Template.html
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01//EN"
   "http://www.w3.org/TR/html4/strict.dtd">
<html>
<head>
<meta content="text/html;charset=utf-8" http-equiv="Content-Type">
<meta content="utf-8" http-equiv="encoding">
<title>
Minimum Viable Metrics dashboard template - ufert.se
</title>
<link href="https://raw.github.com/ESeufert/MVM-Dashboard-Template/master/nvd3-master/src/nv.d3.css" rel="stylesheet" type="text/css">

## tweetScroll.class.php
<?php

class tweet_scroll {
	/******************************************************************
	** database access constants                                     **
	** edit these                                                    **
	******************************************************************/
	private $dbName = 'YOUR MYSQL DATABASE NAME';
	private $dbHost = 'YOUR MYSQL DATABASE HOST';
	private $dbUser = 'YOUR MYSQL DATABASE USERNAME';

## index.html
<html>
<meta http-equiv="Content-type" content="text/html;charset=UTF-8">
<head>
<title>D3.js Dashboard Introduction</title>
<script src="http://d3js.org/d3.v2.js"></script>
<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jquery/1.7.2/jquery.min.js"></script>
<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jqueryui/1.8.21/jquery-ui.min.js"></script>
<script>

function getMaxObjectValue(metric, graph_metric) {

## index.html
<html>
<meta http-equiv="Content-type" content="text/html;charset=UTF-8">
<head>
<title>D3.js Dashboard Introduction</title>
<script src="http://d3js.org/d3.v2.js"></script>
<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jquery/1.7.2/jquery.min.js"></script>
<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jqueryui/1.8.21/jquery-ui.min.js"></script>
<script>

function getMaxObjectValue(metric, graph_metric) {
	import matplotlib.pyplot as plt
	import matplotlib.ticker as ticker
	import pandas as pd
	import numpy as np
	import random

	def build_userbase( n, payer_percentage ):
	users = pd.DataFrame( columns=[ "user", "payer", "payment_probability", "payment" ] )
	for x in range( 1, n + 1 ):
	payer = True if random.randint( 1, 100 ) <= ( payer_percentage * 100 ) else 0
	# I had an annoying situation where I wanted a multi-chart matplotlib chart to look symmetrical given some number of max
	# rows and columns
	# eg. if I have 9 graphs I want to plot and the max number of (rows, columns) for the chart is (4, 4),
	# I don't want 2 rows with 5 charts on the top and 4 on the bottom;
	# I want 3 rows with 3 charts per row
	# this algorithm returns a tuple of rows, columns given some parameters:
	# this_length is the number of charts to plot
	# max_cols is the maximum number of columns the chart can have (the matplotlib max is 4)
	# max_rows is the maximum number of rows the chart can have (matplotlib max is 4)
	import matplotlib.pyplot as plt
	import matplotlib.ticker as ticker
	import matplotlib.colors as pltcolors
	import pandas as pd
	import numpy as np
	import random
	from mpl_toolkits.mplot3d import Axes3D
	from matplotlib import colors as mcolors
	from matplotlib import cm
	from beautifultable import BeautifulTable
	<html>
	<meta http-equiv="Content-type" content="text/html;charset=UTF-8">
	<head>
	<title>D3.js Dashboard Introduction</title>
	<script src="http://d3js.org/d3.v2.js"></script>
	<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jquery/1.7.2/jquery.min.js"></script>
	<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jqueryui/1.8.21/jquery-ui.min.js"></script>
	<script>

	function getMaxObjectValue(this_array, element) {
	<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01//EN"
	"http://www.w3.org/TR/html4/strict.dtd">
	<html>
	<head>
	<meta content="text/html;charset=utf-8" http-equiv="Content-Type">
	<meta content="utf-8" http-equiv="encoding">
	<title>
	Minimum Viable Metrics dashboard template - ufert.se
	</title>
	<link href="https://raw.github.com/ESeufert/MVM-Dashboard-Template/master/nvd3-master/src/nv.d3.css" rel="stylesheet" type="text/css">
	<?php

	class tweet_scroll {
	/******************************************************************
	database access constants
	edit these
	******************************************************************/
	private $dbName = 'YOUR MYSQL DATABASE NAME';
	private $dbHost = 'YOUR MYSQL DATABASE HOST';
	private $dbUser = 'YOUR MYSQL DATABASE USERNAME';