diff --git a/funding campaign demo.ipynb b/funding campaign demo.ipynb
index 1c442b9..e9eb885 100644
--- a/funding campaign demo.ipynb	
+++ b/funding campaign demo.ipynb	
@@ -2,18 +2,18 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
     "import pandas as pd\n",
     "import numpy as np\n",
-    "from datetime import datetime, timedelta\n"
+    "from datetime import datetime, timedelta"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -62,45 +62,51 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "{1: {'cutoff_date': datetime.datetime(2019, 9, 21, 7, 16, 2, 960914),\n",
+       "{1: {'cutoff_date': datetime.datetime(2019, 9, 24, 6, 59, 26, 296512),\n",
        "  'expected_time': datetime.timedelta(243, 28800),\n",
        "  'max_raise': 1500.0,\n",
        "  'min_raise': 984.0,\n",
+       "  'multiplier': 2.5,\n",
        "  'name': 'ABC field test'},\n",
-       " 2: {'cutoff_date': datetime.datetime(2019, 11, 21, 3, 16, 2, 960914),\n",
+       " 2: {'cutoff_date': datetime.datetime(2019, 11, 24, 2, 59, 26, 296512),\n",
        "  'expected_time': datetime.timedelta(182, 43200),\n",
        "  'max_raise': 1500.0,\n",
        "  'min_raise': 726.0,\n",
+       "  'multiplier': 2.0,\n",
        "  'name': 'Giveth field test'},\n",
-       " 3: {'cutoff_date': datetime.datetime(2020, 1, 20, 23, 16, 2, 960914),\n",
+       " 3: {'cutoff_date': datetime.datetime(2020, 1, 23, 22, 59, 26, 296512),\n",
        "  'expected_time': datetime.timedelta(365),\n",
        "  'max_raise': 2000.0,\n",
        "  'min_raise': 1140.0,\n",
+       "  'multiplier': 1.5,\n",
        "  'name': 'CV field test'},\n",
-       " 4: {'cutoff_date': datetime.datetime(2019, 11, 21, 3, 16, 2, 960914),\n",
+       " 4: {'cutoff_date': datetime.datetime(2019, 11, 24, 2, 59, 26, 296512),\n",
        "  'expected_time': datetime.timedelta(486, 57600),\n",
        "  'max_raise': 1500.0,\n",
        "  'min_raise': 780.0,\n",
+       "  'multiplier': 1.0,\n",
        "  'name': 'Analytics'},\n",
-       " 5: {'cutoff_date': datetime.datetime(2020, 3, 21, 19, 16, 2, 960914),\n",
+       " 5: {'cutoff_date': datetime.datetime(2020, 3, 24, 18, 59, 26, 296512),\n",
        "  'expected_time': datetime.timedelta(730),\n",
        "  'max_raise': 2500.0,\n",
        "  'min_raise': 1610.0,\n",
+       "  'multiplier': 1.0,\n",
        "  'name': 'Mobile first'},\n",
-       " 6: {'cutoff_date': datetime.datetime(2020, 1, 20, 23, 16, 2, 960914),\n",
+       " 6: {'cutoff_date': datetime.datetime(2020, 1, 23, 22, 59, 26, 296512),\n",
        "  'expected_time': datetime.timedelta(912, 43200),\n",
        "  'max_raise': 3000.0,\n",
        "  'min_raise': 1500.0,\n",
+       "  'multiplier': 1.0,\n",
        "  'name': 'Easy Deploy'}}"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -111,7 +117,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -122,7 +128,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -139,7 +145,7 @@
        "  6: {'raised': 0, 'status': 'not_started'}}}"
       ]
      },
-     "execution_count": 27,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -150,7 +156,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -174,9 +180,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 7,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "IndentationError",
+     "evalue": "expected an indented block (<ipython-input-7-391e9e4fe3a3>, line 12)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-7-391e9e4fe3a3>\"\u001b[0;36m, line \u001b[0;32m12\u001b[0m\n\u001b[0;31m    elif week > campaigns[ct]['cutoff_date']:\u001b[0m\n\u001b[0m       ^\u001b[0m\n\u001b[0;31mIndentationError\u001b[0m\u001b[0;31m:\u001b[0m expected an indented block\n"
+     ]
+    }
+   ],
    "source": [
     "  \n",
     "def tranche_iter_logic(week, state):\n",
@@ -192,7 +207,7 @@
     "    elif week > campaigns[ct]['cutoff_date']:\n",
     "    \n",
     "    #is the cap reached\n",
-    "    elif \n",
+    "    elif :\n",
     "    \n",
     "    \n",
     "    \n",
@@ -201,32 +216,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "['active',\n",
-       " 'not_started',\n",
-       " 'not_started',\n",
-       " 'not_started',\n",
-       " 'not_started',\n",
-       " 'not_started']"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "tranch_status"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [