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added analysis based on Bernd

This commit is contained in:
Zargham 2019-07-25 11:21:24 +02:00
parent a1afa7080f
commit 1014ebcc84
1 changed files with 94 additions and 14 deletions
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108
funding campaign demo.ipynb
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@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
@ -13,7 +13,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
@ -39,13 +39,13 @@
" 'cutoff_date': init_date+timedelta(days=365*6/12),\n",
" 'expected_time': timedelta(days=365*12/12)},\n",
" 4:{'name': 'Analytics',\n",
" 'multiplier': 1.0,\n",
" 'multiplier': 1.25,\n",
" 'min_raise': 780.0, \n",
" 'max_raise': 1500.0, \n",
" 'cutoff_date': init_date+timedelta(days=365*4/12.0),\n",
" 'expected_time': timedelta(days=365*16/12.0)},\n",
" 5:{'name': 'Mobile first',\n",
" 'multiplier': 1.0,\n",
" 'multiplier': 1.125,\n",
" 'min_raise': 1610.0, \n",
" 'max_raise': 2500.0, \n",
" 'cutoff_date': init_date+timedelta(days=365*8/12.0),\n",
@ -62,43 +62,123 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"total_min = sum([campaigns[i]['min_raise'] for i in campaigns.keys()])\n",
"total_max = sum([campaigns[i]['max_raise'] for i in campaigns.keys()])\n",
"\n",
"total_first3_at_max = sum([campaigns[i]['max_raise'] for i in campaigns.keys()if i<4] )"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"smallest outcome: 6740.0\n"
]
}
],
"source": [
"print(\"smallest outcome: \"+str(total_min))"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"largest outcome: 12000.0\n"
]
}
],
"source": [
"print(\"largest outcome: \"+str(total_max))"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"outcome at first 3 full amount: 5000.0\n"
]
}
],
"source": [
"print(\"outcome at first 3 full amount: \"+str(total_first3_at_max))"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"share of total budget covered by capping first 3: 0.7418397626112759\n"
]
}
],
"source": [
"print(\"share of total budget covered by capping first 3: \"+str(total_first3_at_max/total_min))"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{1: {'cutoff_date': datetime.datetime(2019, 9, 24, 6, 59, 26, 296512),\n",
"{1: {'cutoff_date': datetime.datetime(2019, 9, 24, 7, 14, 2, 789927),\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, 24, 2, 59, 26, 296512),\n",
" 2: {'cutoff_date': datetime.datetime(2019, 11, 24, 3, 14, 2, 789927),\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, 23, 22, 59, 26, 296512),\n",
" 3: {'cutoff_date': datetime.datetime(2020, 1, 23, 23, 14, 2, 789927),\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, 24, 2, 59, 26, 296512),\n",
" 4: {'cutoff_date': datetime.datetime(2019, 11, 24, 3, 14, 2, 789927),\n",
" 'expected_time': datetime.timedelta(486, 57600),\n",
" 'max_raise': 1500.0,\n",
" 'min_raise': 780.0,\n",
" 'multiplier': 1.0,\n",
" 'multiplier': 1.25,\n",
" 'name': 'Analytics'},\n",
" 5: {'cutoff_date': datetime.datetime(2020, 3, 24, 18, 59, 26, 296512),\n",
" 5: {'cutoff_date': datetime.datetime(2020, 3, 24, 19, 14, 2, 789927),\n",
" 'expected_time': datetime.timedelta(730),\n",
" 'max_raise': 2500.0,\n",
" 'min_raise': 1610.0,\n",
" 'multiplier': 1.0,\n",
" 'multiplier': 1.125,\n",
" 'name': 'Mobile first'},\n",
" 6: {'cutoff_date': datetime.datetime(2020, 1, 23, 22, 59, 26, 296512),\n",
" 6: {'cutoff_date': datetime.datetime(2020, 1, 23, 23, 14, 2, 789927),\n",
" 'expected_time': datetime.timedelta(912, 43200),\n",
" 'max_raise': 3000.0,\n",
" 'min_raise': 1500.0,\n",
@ -106,7 +186,7 @@
" 'name': 'Easy Deploy'}}"
]
},
"execution_count": 3,
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}