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simgeekiz/boxofficeproje1.ipynb

Created October 8, 2014 20:49
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boxofficeproje1.ipynb
{
"metadata": {
"name": "",
"signature": "sha256:4ad72f3fd43d5e4aa8040d5ee5408d942e2d6276d4215af5d2955d40de9fc9e8"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from pandas import DataFrame, read_csv, concat\n",
"from numpy import random\n",
"import numpy.numarray as na\n",
"from pylab import *\n",
"from __future__ import division\n",
"import pandas as pd\n",
"%pylab inline"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"WARNING: pylab import has clobbered these variables: ['linalg', 'draw_if_interactive', 'random', 'power', 'info', 'fft']\n",
"`%matplotlib` prevents importing * from pylab and numpy\n"
]
}
],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"data=pd.read_csv('items4.csv') # verilerimizi csv dosyas\u0131ndan okuyoruz."
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# Baz\u0131lar\u0131 ilk ba\u015fta float oldu\u011fu i\u00e7in replace methodunu kullanam\u0131yorduk stringe cevirdik ve replace methodunu kullanabildik.\n",
"data.ilkhaftasonuseyirci=data.ilkhaftasonuseyirci.astype(str) \n",
"data.toplamhasilat=data.toplamhasilat.astype(str)\n",
"data.toplamseyirci=data.toplamseyirci.astype(str)\n",
"data.ilkhaftasonuhasilat=data.ilkhaftasonuhasilat.astype(str)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"a=0 # Orjinal data str ve format\u0131 71.353.657,88 do\u011fru bir \u015fekilde order olmuyordu\n",
"for i in range ((len(data))):\n",
" try:\n",
" data.toplamhasilat[i]=data.toplamhasilat[i].replace('.','')\n",
" data.toplamhasilat[i]=data.toplamhasilat[i].replace(',','.')\n",
" \n",
" data.ilkhaftasonuhasilat[i]=data.ilkhaftasonuhasilat[i].replace('.','')\n",
" data.ilkhaftasonuhasilat[i]=data.ilkhaftasonuhasilat[i].replace(',','.')\n",
" \n",
" data.ilkhaftasonuseyirci[i]=data.ilkhaftasonuseyirci[i].replace('.','')\n",
" data.toplamseyirci[i]=data.toplamseyirci[i].replace('.','')\n",
" except:\n",
" a=a+1\n",
"print a "
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"0\n"
]
}
],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"data.toplamhasilat=data.toplamhasilat.astype(float)\n",
"data.ilkhaftasonuseyirci=data.ilkhaftasonuseyirci.astype(float) # sort d\u00fczg\u00fcn \u00e7al\u0131\u015fmas\u0131 i\u00e7in float a \u00e7eviriyoruz\n",
"data.ilkhaftasonuhasilat=data.ilkhaftasonuhasilat.astype(float)\n",
"data.toplamseyirci=data.toplamseyirci.astype(float)\n",
"data.imdbpuan=data.imdbpuan.astype(float)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"data['filmin_turu']=data['filmin_turu'].fillna('Girilmemis')\n",
"data['toplamhasilat']=data['toplamhasilat'].fillna(0)\n",
"data['toplamseyirci']=data['toplamseyirci'].fillna(0)\n",
"data['ilkhaftasonuhasilat']=data['toplamseyirci'].fillna(0)\n",
"data['ilkhaftasonuseyirci']=data['toplamseyirci'].fillna(0)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"veri=data\n",
"data[:4]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>kopya</th>\n",
" <th>filmin_turu</th>\n",
" <th>dagitim</th>\n",
" <th>toplamhasilat</th>\n",
" <th>vizyon_tarihi</th>\n",
" <th>ilkhaftasonuhasilat</th>\n",
" <th>ilkhaftasonuseyirci</th>\n",
" <th>yili</th>\n",
" <th>baslik</th>\n",
" <th>ulke</th>\n",
" <th>sirket</th>\n",
" <th>toplamseyirci</th>\n",
" <th>imdbpuan</th>\n",
" <th>sure</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 250</td>\n",
" <td> Komedi, Gen\u00e7lik</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 15377292.0</td>\n",
" <td> 14 Ocak 2005</td>\n",
" <td> 2587824</td>\n",
" <td> 2587824</td>\n",
" <td> 2005</td>\n",
" <td> Hababam S\u0131n\u0131f\u0131 Askerde</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Fida Film, Arzu Film</td>\n",
" <td> 2587824</td>\n",
" <td>NaN</td>\n",
" <td> 110 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td> 25</td>\n",
" <td> Dram</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 466216.5</td>\n",
" <td> 02 Aral\u0131k 2005</td>\n",
" <td> 51608</td>\n",
" <td> 51608</td>\n",
" <td> 2005</td>\n",
" <td> Yerinde Olsam</td>\n",
" <td> ABD</td>\n",
" <td> 20th Century Fox</td>\n",
" <td> 51608</td>\n",
" <td>NaN</td>\n",
" <td> 130 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td> NaN</td>\n",
" <td> Dram</td>\n",
" <td> Warner Bros.</td>\n",
" <td> 401633.0</td>\n",
" <td> 25 Kas\u0131m 2005</td>\n",
" <td> 49166</td>\n",
" <td> 49166</td>\n",
" <td> 2005</td>\n",
" <td> Kutsal Y\u00fcrek</td>\n",
" <td> \u0130talya</td>\n",
" <td> AFS</td>\n",
" <td> 49166</td>\n",
" <td>NaN</td>\n",
" <td> 120 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td> NaN</td>\n",
" <td> Gerilim, Komedi</td>\n",
" <td> Warner Bros.</td>\n",
" <td> 268483.0</td>\n",
" <td> 11 \u015eubat 2005</td>\n",
" <td> 4786</td>\n",
" <td> 4786</td>\n",
" <td> 2004</td>\n",
" <td> Bebek</td>\n",
" <td> Romanya</td>\n",
" <td> Film Pop</td>\n",
" <td> 4786</td>\n",
" <td>NaN</td>\n",
" <td> 87 dakika</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>4 rows \u00d7 14 columns</p>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 7,
"text": [
" kopya filmin_turu dagitim toplamhasilat vizyon_tarihi \\\n",
"0 250 Komedi, Gen\u00e7lik \u00d6zen Film 15377292.0 14 Ocak 2005 \n",
"1 25 Dram \u00d6zen Film 466216.5 02 Aral\u0131k 2005 \n",
"2 NaN Dram Warner Bros. 401633.0 25 Kas\u0131m 2005 \n",
"3 NaN Gerilim, Komedi Warner Bros. 268483.0 11 \u015eubat 2005 \n",
"\n",
" ilkhaftasonuhasilat ilkhaftasonuseyirci yili baslik \\\n",
"0 2587824 2587824 2005 Hababam S\u0131n\u0131f\u0131 Askerde \n",
"1 51608 51608 2005 Yerinde Olsam \n",
"2 49166 49166 2005 Kutsal Y\u00fcrek \n",
"3 4786 4786 2004 Bebek \n",
"\n",
" ulke sirket toplamseyirci imdbpuan sure \n",
"0 T\u00fcrkiye Fida Film, Arzu Film 2587824 NaN 110 dakika \n",
"1 ABD 20th Century Fox 51608 NaN 130 dakika \n",
"2 \u0130talya AFS 49166 NaN 120 dakika \n",
"3 Romanya Film Pop 4786 NaN 87 dakika \n",
"\n",
"[4 rows x 14 columns]"
]
}
],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"\n"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"\n",
"renkler=[]\n",
"def ciz(year,y,n):\n",
" c=veri[veri['yili']==year]\n",
" c=c.sort(y,ascending=False).head(n)\n",
" c=c.reset_index()\n",
" d=c[['toplamhasilat','baslik']]\n",
" d=d.set_index('baslik')\n",
" for i in range(len(c)):\n",
" if c['ulke'][i]=='T\u00fcrkiye':\n",
" renkler.append('r')\n",
" else:\n",
" renkler.append('b')\n",
" renkler\n",
" c=c[[y,'baslik']]\n",
" c=c.set_index('baslik')\n",
" c.plot(kind='bar',figsize=(15,6),color=renkler)\n",
" \n",
"ciz(2014,'toplamseyirci',20)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
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/JAwKTwbeFPe/FvgosA9huuibgQfj59qDxwXA5sCn4/5PAP8FnB0fY17cPxu4HNh1RK9r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\nlCdrGAAAAABJRU5ErkJggg==\n",
"text": [
"<matplotlib.figure.Figure at 0x7fbf18b0ed10>"
]
}
],
"prompt_number": 8
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"3 parametreli ciz fonksiyonun \u00f6zellikleri\n",
"1-)ilk parametre y\u0131l 2001 den 2014 e kadar y\u0131l de\u011ferlerini alabilir.\n",
"2-)ikinci parametre ise neye g\u00f6re s\u0131raya koyaca\u011f\u0131m\u0131z\u0131 belirtir.Alabilece\u011fi parametreler a\u015fa\u011f\u0131daki gibidir.\n",
"tek t\u0131rnak i\u00e7inde yaz\u0131lmas\u0131 tercih edilir.\n",
"(toplamhasilat,toplamseyirci,ilkhaftasonuseyirci,ilkhaftasonuhasilat,imdbpuan)\n",
"3-)ve son parametremizde ilk ka\u00e7 filmi g\u00f6sterece\u011fini belirler."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"veri=data\n",
"veri['toplamhasilat']=veri['toplamhasilat'].fillna(0)\n",
"veri['toplamseyirci']=veri['toplamseyirci'].fillna(0)\n",
"renkler=[]\n",
"\n",
"def ciz(year,tur,y,n):\n",
" c=veri[veri['yili']==year]\n",
" if(tur!=\"all\"):\n",
" c=c[c['filmin_turu'].apply(lambda l: tur in l)]\n",
" c=c.sort(y,ascending=False).head(n)\n",
" c=c.reset_index()\n",
" \n",
" d=c[['toplamhasilat','baslik']]\n",
" d=d.set_index('baslik')\n",
" for i in range(len(c)):\n",
" if c['ulke'][i]=='T\u00fcrkiye':\n",
" renkler.append('r')\n",
" else:\n",
" renkler.append('b')\n",
" renkler\n",
" c=c[[y,'baslik']]\n",
" c=c.set_index('baslik')\n",
" c.plot(kind='bar',figsize=(15,6),color=renkler)\n",
" \n"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 9
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"4 parametreli ciz fonksiyonun \u00f6zellikleri\n",
"1-)ilk parametre y\u0131l 2001 den 2014 e kadar y\u0131l de\u011ferlerini alabilir.\n",
"2-)ikinci parametremiz Film T\u00fcr\u00fc alabilece\u011fi parametreler a\u015fa\u011f\u0131daki gibidir.\u00e7ift t\u0131rnak i\u00e7inde yaz\u0131lmas\u0131 tercih edilir.\n",
"(Dram,\u00c7izgi Film,Aksiyon,Su\u00e7,Gerilim,Komedi,Gen\u00e7lik,Belgesel,3 Boyutlu,Bilim-Kurgu,Tarihi,A\u015fk,Biyografi,Korku)\n",
"3-)\u00fc\u00e7\u00fcnc\u00fc parametre ise neye g\u00f6re s\u0131raya koyaca\u011f\u0131m\u0131z\u0131 belirtir.Alabilece\u011fi parametreler a\u015fa\u011f\u0131daki gibidir.\n",
"tek t\u0131rnak i\u00e7inde yaz\u0131lmas\u0131 tercih edilir.\n",
"(toplamhasilat,toplamseyirci,ilkhaftasonuseyirci,ilkhaftasonuhasilat,imdbpuan)\n",
"4-)ve son parametremizde ilk ka\u00e7 filmi g\u00f6sterece\u011fini belirler."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ciz(2007,\"Dram\",'toplamseyirci',20)\n"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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hpxnTKSGnGdMpIacZ67EQlCRJkqQB4xhBHCMoSZIkafZxjKAkSZIkaZSFYJ9a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\nkiRJkiRJktRq/heEyqXxOxXfegAAAABJRU5ErkJggg==\n",
"text": [
"<matplotlib.figure.Figure at 0x7fbf18b6f150>"
]
}
],
"prompt_number": 10
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ciz(2014,\"\u00c7izgi Film\",'imdbpuan',20)\n"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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gwZxwSZIkSVKX2MOlDvaJ1MNa1sV61sMertrYw1UPe7hqYg+XJEmSJA0AJ1w9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\nn3SNASeFJdL2WjXD86M9yKB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"text": [
"<matplotlib.figure.Figure at 0x7fbf18f4b850>"
]
}
],
"prompt_number": 11
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ciz(2014,\"Aksiyon\",'toplamseyirci',20)\n"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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xPTV0ltA404HgvsDPgfOA64GPAdsBuwD3NR9zX3MfYHdgZc/nrwT2mGb7Xc12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"text": [
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{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>kopya</th>\n",
" <th>filmin_turu</th>\n",
" <th>dagitim</th>\n",
" <th>toplamhasilat</th>\n",
" <th>vizyon_tarihi</th>\n",
" <th>ilkhaftasonuhasilat</th>\n",
" <th>ilkhaftasonuseyirci</th>\n",
" <th>yili</th>\n",
" <th>baslik</th>\n",
" <th>ulke</th>\n",
" <th>sirket</th>\n",
" <th>toplamseyirci</th>\n",
" <th>imdbpuan</th>\n",
" <th>sure</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0 </th>\n",
" <td> 250</td>\n",
" <td> Komedi, Gen\u00e7lik</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 15377292.00</td>\n",
" <td> 14 Ocak 2005</td>\n",
" <td> 2587824</td>\n",
" <td> 2587824</td>\n",
" <td> 2005</td>\n",
" <td> Hababam S\u0131n\u0131f\u0131 Askerde</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Fida Film, Arzu Film</td>\n",
" <td> 2587824</td>\n",
" <td> NaN</td>\n",
" <td> 110 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1 </th>\n",
" <td> 25</td>\n",
" <td> Dram</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 466216.50</td>\n",
" <td> 02 Aral\u0131k 2005</td>\n",
" <td> 51608</td>\n",
" <td> 51608</td>\n",
" <td> 2005</td>\n",
" <td> Yerinde Olsam</td>\n",
" <td> ABD</td>\n",
" <td> 20th Century Fox</td>\n",
" <td> 51608</td>\n",
" <td> NaN</td>\n",
" <td> 130 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2 </th>\n",
" <td> NaN</td>\n",
" <td> Dram</td>\n",
" <td> Warner Bros.</td>\n",
" <td> 401633.00</td>\n",
" <td> 25 Kas\u0131m 2005</td>\n",
" <td> 49166</td>\n",
" <td> 49166</td>\n",
" <td> 2005</td>\n",
" <td> Kutsal Y\u00fcrek</td>\n",
" <td> \u0130talya</td>\n",
" <td> AFS</td>\n",
" <td> 49166</td>\n",
" <td> NaN</td>\n",
" <td> 120 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3 </th>\n",
" <td> NaN</td>\n",
" <td> Gerilim, Komedi</td>\n",
" <td> Warner Bros.</td>\n",
" <td> 268483.00</td>\n",
" <td> 11 \u015eubat 2005</td>\n",
" <td> 4786</td>\n",
" <td> 4786</td>\n",
" <td> 2004</td>\n",
" <td> Bebek</td>\n",
" <td> Romanya</td>\n",
" <td> Film Pop</td>\n",
" <td> 4786</td>\n",
" <td> NaN</td>\n",
" <td> 87 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4 </th>\n",
" <td> NaN</td>\n",
" <td> Dram</td>\n",
" <td> Barbar Film</td>\n",
" <td> 0.00</td>\n",
" <td> 21 Ocak 2005</td>\n",
" <td> 559765</td>\n",
" <td> 559765</td>\n",
" <td> 2004</td>\n",
" <td> Alacakaranl\u0131k Samuray\u0131</td>\n",
" <td> Japonya</td>\n",
" <td> -</td>\n",
" <td> 559765</td>\n",
" <td> NaN</td>\n",
" <td> 129 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5 </th>\n",
" <td> 5</td>\n",
" <td> Dram</td>\n",
" <td> Bir Film</td>\n",
" <td> 10482.50</td>\n",
" <td> 09 Kas\u0131m 2007</td>\n",
" <td> 2364</td>\n",
" <td> 2364</td>\n",
" <td> 2007</td>\n",
" <td> Fikret Bey</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Saran</td>\n",
" <td> 2364</td>\n",
" <td> NaN</td>\n",
" <td> 93 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6 </th>\n",
" <td> 1</td>\n",
" <td> Belgesel</td>\n",
" <td> Nada Film</td>\n",
" <td> 0.00</td>\n",
" <td> 26 Kas\u0131m 2010</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 2010</td>\n",
" <td> Joenjoy</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Nada Film</td>\n",
" <td> 0</td>\n",
" <td> NaN</td>\n",
" <td> NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7 </th>\n",
" <td> 1</td>\n",
" <td> Belgesel</td>\n",
" <td> Surela Film</td>\n",
" <td> 0.00</td>\n",
" <td> 07 Ocak 2011</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 2010</td>\n",
" <td> 5 No'lu Cezaevi</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Surela Film</td>\n",
" <td> 0</td>\n",
" <td> NaN</td>\n",
" <td> 96 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8 </th>\n",
" <td> 8</td>\n",
" <td> Konser, 3 Boyutlu</td>\n",
" <td> Mars</td>\n",
" <td> 0.00</td>\n",
" <td> 13 Mart 2009</td>\n",
" <td> 10363341</td>\n",
" <td> 10363341</td>\n",
" <td> 2007</td>\n",
" <td> U2 3D</td>\n",
" <td> ABD</td>\n",
" <td> Mars Cinema Group</td>\n",
" <td> 10363341</td>\n",
" <td> 8.3</td>\n",
" <td> 85 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9 </th>\n",
" <td> 1</td>\n",
" <td> Belgesel</td>\n",
" <td> SineMAnus</td>\n",
" <td> 0.00</td>\n",
" <td> 21 Eyl\u00fcl 2012</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 2012</td>\n",
" <td> Sabah Y\u0131ld\u0131z\u0131: Sabahattin Ali</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> SineMAnus</td>\n",
" <td> 0</td>\n",
" <td> NaN</td>\n",
" <td> 116 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td> 1</td>\n",
" <td> Dram</td>\n",
" <td> Oyuncular Production</td>\n",
" <td> 0.00</td>\n",
" <td> 19 Nisan 2013</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 2012</td>\n",
" <td> Bahar \u0130syanc\u0131d\u0131r</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Oyuncular Production</td>\n",
" <td> 0</td>\n",
" <td> NaN</td>\n",
" <td> NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td> 18</td>\n",
" <td> Komedi</td>\n",
" <td> Medyavizyon</td>\n",
" <td> 0.00</td>\n",
" <td> 14 Mart 2014</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 2014</td>\n",
" <td> Dursun \u00c7avu\u015f</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Evrensel Medya</td>\n",
" <td> 0</td>\n",
" <td> NaN</td>\n",
" <td> 98 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td> 90</td>\n",
" <td> \u00c7izgi Film, 3 Boyutlu</td>\n",
" <td> Pinema</td>\n",
" <td> 10.00</td>\n",
" <td> 16 May\u0131s 2014</td>\n",
" <td> 1</td>\n",
" <td> 1</td>\n",
" <td> 2013</td>\n",
" <td> Uzay Kuvvetleri 2911</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Animaj</td>\n",
" <td> 1</td>\n",
" <td> NaN</td>\n",
" <td> 90 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td> 1</td>\n",
" <td> Dram</td>\n",
" <td> \u00c7elik Film</td>\n",
" <td> 548.00</td>\n",
" <td> 23 May\u0131s 2014</td>\n",
" <td> 56</td>\n",
" <td> 56</td>\n",
" <td> 2014</td>\n",
" <td> Mavi Adam</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> \u00c7elik Film</td>\n",
" <td> 56</td>\n",
" <td> 7.2</td>\n",
" <td> 81 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td> 1</td>\n",
" <td> Belgesel</td>\n",
" <td> Osman \u00d6zcan</td>\n",
" <td> 0.00</td>\n",
" <td> 09 May\u0131s 2014</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 2014</td>\n",
" <td> M\u00fcsl\u00fcm Baba'n\u0131n Evlatlar\u0131</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Osman \u00d6zcan</td>\n",
" <td> 0</td>\n",
" <td> NaN</td>\n",
" <td> NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td> 11</td>\n",
" <td> Dram</td>\n",
" <td> Duka Film</td>\n",
" <td> 0.00</td>\n",
" <td> 28 Mart 2014</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" <td> 2013</td>\n",
" <td> Meddah</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> \u0130klim Film</td>\n",
" <td> 0</td>\n",
" <td> NaN</td>\n",
" <td> 98 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td> 6</td>\n",
" <td> Gerilim, Su\u00e7</td>\n",
" <td> M3 Film</td>\n",
" <td> 4845.55</td>\n",
" <td> 11 Temmuz 2014</td>\n",
" <td> 419</td>\n",
" <td> 419</td>\n",
" <td> 2014</td>\n",
" <td> \u0130nce Buz, Kara K\u00f6m\u00fcr</td>\n",
" <td> \u00c7in</td>\n",
" <td> Bir Film</td>\n",
" <td> 419</td>\n",
" <td> 6.9</td>\n",
" <td> 106 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td> 13</td>\n",
" <td> Gerilim, Dram</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 5011.00</td>\n",
" <td> 25 Nisan 2014</td>\n",
" <td> 585</td>\n",
" <td> 585</td>\n",
" <td> 2014</td>\n",
" <td> Mutlak Adalet</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Katarsis Film</td>\n",
" <td> 585</td>\n",
" <td> NaN</td>\n",
" <td> 84 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td> 9</td>\n",
" <td> Bilim-Kurgu, \u00c7izgi Film, Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 7098.50</td>\n",
" <td> 30 May\u0131s 2014</td>\n",
" <td> 590</td>\n",
" <td> 590</td>\n",
" <td> 2013</td>\n",
" <td> Son \u015eans</td>\n",
" <td> Fransa</td>\n",
" <td> Mars Production</td>\n",
" <td> 590</td>\n",
" <td> 6.7</td>\n",
" <td> 122 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td> 14</td>\n",
" <td> Gerilim</td>\n",
" <td> Pinema</td>\n",
" <td> 6560.00</td>\n",
" <td> 06 Haziran 2014</td>\n",
" <td> 611</td>\n",
" <td> 611</td>\n",
" <td> 2013</td>\n",
" <td> Karde\u015fim \u0130\u00e7in</td>\n",
" <td> ABD</td>\n",
" <td> Pinema</td>\n",
" <td> 611</td>\n",
" <td> 6.8</td>\n",
" <td> 116 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td> 4</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 8202.78</td>\n",
" <td> 10 Ocak 2014</td>\n",
" <td> 703</td>\n",
" <td> 703</td>\n",
" <td> 2013</td>\n",
" <td> FerahFeza</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Muhtelif Yap\u0131mlar</td>\n",
" <td> 703</td>\n",
" <td> 5.5</td>\n",
" <td> 97 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td> 4</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 7886.46</td>\n",
" <td> 27 Haziran 2014</td>\n",
" <td> 667</td>\n",
" <td> 667</td>\n",
" <td> 2014</td>\n",
" <td> Sevgilinin Ard\u0131ndan</td>\n",
" <td> \u0130ngiltere</td>\n",
" <td> Bir Film</td>\n",
" <td> 667</td>\n",
" <td> 7.4</td>\n",
" <td> 91 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td> 5</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 10333.61</td>\n",
" <td> 23 May\u0131s 2014</td>\n",
" <td> 902</td>\n",
" <td> 902</td>\n",
" <td> 2013</td>\n",
" <td> Zay\u0131fl\u0131\u011f\u0131n Esareti</td>\n",
" <td> Fransa</td>\n",
" <td> Codex Medya</td>\n",
" <td> 902</td>\n",
" <td> 6.5</td>\n",
" <td> 105 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td> 31</td>\n",
" <td> Gerilim</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 10330.50</td>\n",
" <td> 11 Temmuz 2014</td>\n",
" <td> 1129</td>\n",
" <td> 1129</td>\n",
" <td> 2013</td>\n",
" <td> Bela</td>\n",
" <td> Hollanda</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 1129</td>\n",
" <td> 6.9</td>\n",
" <td> 113 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td> 5</td>\n",
" <td> Komedi, Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 9993.88</td>\n",
" <td> 16 May\u0131s 2014</td>\n",
" <td> 873</td>\n",
" <td> 873</td>\n",
" <td> 2014</td>\n",
" <td> Frank</td>\n",
" <td> \u0130rlanda</td>\n",
" <td> Bir Film</td>\n",
" <td> 873</td>\n",
" <td> 7.3</td>\n",
" <td> 95 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td> 21</td>\n",
" <td> Gerilim</td>\n",
" <td> M3 Film</td>\n",
" <td> 17827.50</td>\n",
" <td> 04 Temmuz 2014</td>\n",
" <td> 1388</td>\n",
" <td> 1388</td>\n",
" <td> 2013</td>\n",
" <td> Gece Plan\u0131</td>\n",
" <td> ABD</td>\n",
" <td> Calinos</td>\n",
" <td> 1388</td>\n",
" <td> 6.6</td>\n",
" <td> 112 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td> 5</td>\n",
" <td> Dram, Tarihi</td>\n",
" <td> M3 Film</td>\n",
" <td> 15340.09</td>\n",
" <td> 28 Mart 2014</td>\n",
" <td> 1322</td>\n",
" <td> 1322</td>\n",
" <td> 2013</td>\n",
" <td> Adalet \u0130\u00e7in</td>\n",
" <td> Fransa</td>\n",
" <td> Calinos</td>\n",
" <td> 1322</td>\n",
" <td> 6.2</td>\n",
" <td> 122 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td> 3</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 17101.27</td>\n",
" <td> 28 \u015eubat 2014</td>\n",
" <td> 1482</td>\n",
" <td> 1482</td>\n",
" <td> 2012</td>\n",
" <td> Kapital</td>\n",
" <td> Fransa</td>\n",
" <td> Mars Production</td>\n",
" <td> 1482</td>\n",
" <td> 6.5</td>\n",
" <td> 114 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td> 3</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 18254.75</td>\n",
" <td> 10 Ocak 2014</td>\n",
" <td> 1554</td>\n",
" <td> 1554</td>\n",
" <td> 2013</td>\n",
" <td> \u00c7ocuk Pozu</td>\n",
" <td> Romanya</td>\n",
" <td> Codex Medya</td>\n",
" <td> 1554</td>\n",
" <td> 7.6</td>\n",
" <td> 112 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td> 6</td>\n",
" <td> Gerilim, Dram</td>\n",
" <td> Pinema</td>\n",
" <td> 27295.00</td>\n",
" <td> 20 Haziran 2014</td>\n",
" <td> 1687</td>\n",
" <td> 1687</td>\n",
" <td> 2013</td>\n",
" <td> \u00d6teki</td>\n",
" <td> \u0130ngiltere</td>\n",
" <td> Mars Cinema Group</td>\n",
" <td> 1687</td>\n",
" <td> 7.5</td>\n",
" <td> 93 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td> 9</td>\n",
" <td> Bilim-Kurgu, Aksiyon</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 13380.00</td>\n",
" <td> 24 Ocak 2014</td>\n",
" <td> 1606</td>\n",
" <td> 1606</td>\n",
" <td> 2008</td>\n",
" <td> Uzak \u00c7\u0131\u011fl\u0131k</td>\n",
" <td> Almanya</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 1606</td>\n",
" <td> 3.2</td>\n",
" <td> 95 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td> 7</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 15820.48</td>\n",
" <td> 21 Mart 2014</td>\n",
" <td> 1582</td>\n",
" <td> 1582</td>\n",
" <td> 2013</td>\n",
" <td> Mavi Ring</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Fer Film, Mitos Film</td>\n",
" <td> 1582</td>\n",
" <td> 5.1</td>\n",
" <td> 87 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td> 4</td>\n",
" <td> A\u015fk, Dram</td>\n",
" <td> Medyavizyon</td>\n",
" <td> 20811.70</td>\n",
" <td> 21 \u015eubat 2014</td>\n",
" <td> 1808</td>\n",
" <td> 1808</td>\n",
" <td> 2013</td>\n",
" <td> Yasak A\u015fk</td>\n",
" <td> Fransa</td>\n",
" <td> Medyavizyon</td>\n",
" <td> 1808</td>\n",
" <td> 6.2</td>\n",
" <td> 100 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td> 14</td>\n",
" <td> Komedi, Su\u00e7</td>\n",
" <td> M3 Film</td>\n",
" <td> 20162.24</td>\n",
" <td> 27 Haziran 2014</td>\n",
" <td> 1721</td>\n",
" <td> 1721</td>\n",
" <td> 2013</td>\n",
" <td> Pislik</td>\n",
" <td> \u0130ngiltere</td>\n",
" <td> Bir Film</td>\n",
" <td> 1721</td>\n",
" <td> 7.1</td>\n",
" <td> 97 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td> 9</td>\n",
" <td> Dram</td>\n",
" <td> PinemArt</td>\n",
" <td> 7163.00</td>\n",
" <td> 27 Haziran 2014</td>\n",
" <td> 782</td>\n",
" <td> 782</td>\n",
" <td> 2013</td>\n",
" <td> G\u00f6l Zaman\u0131</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Focus Film</td>\n",
" <td> 782</td>\n",
" <td> 4.6</td>\n",
" <td> 103 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td> 4</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 11077.79</td>\n",
" <td> 06 Haziran 2014</td>\n",
" <td> 991</td>\n",
" <td> 991</td>\n",
" <td> 2013</td>\n",
" <td> Y\u00fcksek Risk</td>\n",
" <td> \u0130ngiltere</td>\n",
" <td> Bir Film</td>\n",
" <td> 991</td>\n",
" <td> 7.8</td>\n",
" <td> 106 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td> 11</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 25819.60</td>\n",
" <td> 02 May\u0131s 2014</td>\n",
" <td> 2055</td>\n",
" <td> 2055</td>\n",
" <td> 2013</td>\n",
" <td> D\u00fc\u015f ve Ger\u00e7ek</td>\n",
" <td> ABD</td>\n",
" <td> Calinos</td>\n",
" <td> 2055</td>\n",
" <td> 6.6</td>\n",
" <td> 117 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td> 14</td>\n",
" <td> Komedi, Dram</td>\n",
" <td> Pinema</td>\n",
" <td> 18536.00</td>\n",
" <td> 04 Nisan 2014</td>\n",
" <td> 1215</td>\n",
" <td> 1215</td>\n",
" <td> 2013</td>\n",
" <td> \u00c7ocuk B\u00fcy\u00fctme Rehberi</td>\n",
" <td> Meksika</td>\n",
" <td> Pinema</td>\n",
" <td> 1215</td>\n",
" <td> 7.7</td>\n",
" <td> 115 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td> 11</td>\n",
" <td> Gerilim, Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 19557.60</td>\n",
" <td> 20 Haziran 2014</td>\n",
" <td> 169</td>\n",
" <td> 169</td>\n",
" <td> 2013</td>\n",
" <td> Tom \u00c7iftlikte</td>\n",
" <td> Fransa</td>\n",
" <td> Kurmaca</td>\n",
" <td> 169</td>\n",
" <td> 7.5</td>\n",
" <td> 102 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td> 3</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 26467.76</td>\n",
" <td> 24 Ocak 2014</td>\n",
" <td> 2729</td>\n",
" <td> 2729</td>\n",
" <td> 2012</td>\n",
" <td> K\u0131r\u0131k \u00c7ember</td>\n",
" <td> Bel\u00e7ika</td>\n",
" <td> Kurmaca</td>\n",
" <td> 2729</td>\n",
" <td> 7.8</td>\n",
" <td> 111 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td> 23</td>\n",
" <td> Gerilim, Aksiyon</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 22100.00</td>\n",
" <td> 06 Haziran 2014</td>\n",
" <td> 2766</td>\n",
" <td> 2766</td>\n",
" <td> 2014</td>\n",
" <td> Tamaya \u0130frit</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Kutlubay Film</td>\n",
" <td> 2766</td>\n",
" <td> NaN</td>\n",
" <td> 90 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td> 9</td>\n",
" <td> Gerilim, Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 19194.87</td>\n",
" <td> 24 Ocak 2014</td>\n",
" <td> 1721</td>\n",
" <td> 1721</td>\n",
" <td> 2013</td>\n",
" <td> \u015e\u00f6hret Tepesi</td>\n",
" <td> ABD</td>\n",
" <td> D Productions</td>\n",
" <td> 1721</td>\n",
" <td> 5.3</td>\n",
" <td> 99 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td> 4</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 22592.66</td>\n",
" <td> 07 Mart 2014</td>\n",
" <td> 2895</td>\n",
" <td> 2895</td>\n",
" <td> 2013</td>\n",
" <td> \u00d6mer</td>\n",
" <td> Filistin</td>\n",
" <td> Filmart\u0131</td>\n",
" <td> 2895</td>\n",
" <td> 7.6</td>\n",
" <td> 96 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td> 7</td>\n",
" <td> Dram, Belgesel</td>\n",
" <td> M3 Film</td>\n",
" <td> 30883.82</td>\n",
" <td> 28 \u015eubat 2014</td>\n",
" <td> 3131</td>\n",
" <td> 3131</td>\n",
" <td> 2013</td>\n",
" <td> Meydan</td>\n",
" <td> ABD</td>\n",
" <td> Bir Film</td>\n",
" <td> 3131</td>\n",
" <td> 8.2</td>\n",
" <td> 108 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td> 29</td>\n",
" <td> Korku</td>\n",
" <td> M3 Film</td>\n",
" <td> 22491.93</td>\n",
" <td> 11 Temmuz 2014</td>\n",
" <td> 2349</td>\n",
" <td> 2349</td>\n",
" <td> 2013</td>\n",
" <td> Ayin</td>\n",
" <td> ABD</td>\n",
" <td> Calinos</td>\n",
" <td> 2349</td>\n",
" <td> 6.3</td>\n",
" <td> 95 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td> 10</td>\n",
" <td> Komedi, Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 41215.00</td>\n",
" <td> 06 Haziran 2014</td>\n",
" <td> 3383</td>\n",
" <td> 3383</td>\n",
" <td> 2013</td>\n",
" <td> Paris'te Bir Hafta Sonu</td>\n",
" <td> \u0130ngiltere</td>\n",
" <td> Bir Film</td>\n",
" <td> 3383</td>\n",
" <td> 6.5</td>\n",
" <td> 93 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td> 25</td>\n",
" <td> Komedi</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 20083.00</td>\n",
" <td> 13 Haziran 2014</td>\n",
" <td> 3858</td>\n",
" <td> 3858</td>\n",
" <td> 2014</td>\n",
" <td> Tutturamayanlar</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Sinetik</td>\n",
" <td> 3858</td>\n",
" <td> 3.7</td>\n",
" <td> NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td> 5</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 16897.80</td>\n",
" <td> 07 \u015eubat 2014</td>\n",
" <td> 1838</td>\n",
" <td> 1838</td>\n",
" <td> 2014</td>\n",
" <td> Daire</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Lacivert Film</td>\n",
" <td> 1838</td>\n",
" <td> 6.4</td>\n",
" <td> 108 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td> 5</td>\n",
" <td> A\u015fk, Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 41368.29</td>\n",
" <td> 25 Nisan 2014</td>\n",
" <td> 3962</td>\n",
" <td> 3962</td>\n",
" <td> 2013</td>\n",
" <td> Sefer Tas\u0131</td>\n",
" <td> ABD</td>\n",
" <td> Filmart\u0131</td>\n",
" <td> 3962</td>\n",
" <td> 7.9</td>\n",
" <td> 104 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td> 33</td>\n",
" <td> Dram</td>\n",
" <td> UIP</td>\n",
" <td> 50487.00</td>\n",
" <td> 11 Temmuz 2014</td>\n",
" <td> 4165</td>\n",
" <td> 4165</td>\n",
" <td> 2014</td>\n",
" <td> Yetenek Avc\u0131s\u0131</td>\n",
" <td> ABD</td>\n",
" <td> Walt Disney</td>\n",
" <td> 4165</td>\n",
" <td> 7.5</td>\n",
" <td> 124 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td> 19</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 54051.82</td>\n",
" <td> 09 May\u0131s 2014</td>\n",
" <td> 4411</td>\n",
" <td> 4411</td>\n",
" <td> 2013</td>\n",
" <td> Umudun Pe\u015finde</td>\n",
" <td> ABD</td>\n",
" <td> Calinos</td>\n",
" <td> 4411</td>\n",
" <td> 7.7</td>\n",
" <td> 98 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td> 40</td>\n",
" <td> Komedi</td>\n",
" <td> Bir Film</td>\n",
" <td> 45589.29</td>\n",
" <td> 04 Temmuz 2014</td>\n",
" <td> 442</td>\n",
" <td> 442</td>\n",
" <td> 2013</td>\n",
" <td> \u00c7aylaklar \u00c7etesi</td>\n",
" <td> \u0130spanya</td>\n",
" <td> Siyah Beyaz Movies</td>\n",
" <td> 442</td>\n",
" <td> 5.7</td>\n",
" <td> 90 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td> 13</td>\n",
" <td> A\u015fk, Dram, Biyografi</td>\n",
" <td> Pinema</td>\n",
" <td> 30245.00</td>\n",
" <td> 09 May\u0131s 2014</td>\n",
" <td> 2064</td>\n",
" <td> 2064</td>\n",
" <td> 2013</td>\n",
" <td> G\u00f6r\u00fcnmeyen Kad\u0131n</td>\n",
" <td> \u0130ngiltere</td>\n",
" <td> Mars Cinema Group</td>\n",
" <td> 2064</td>\n",
" <td> 6.2</td>\n",
" <td> 111 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td> 21</td>\n",
" <td> Dram, Biyografi</td>\n",
" <td> Pinema</td>\n",
" <td> 67379.00</td>\n",
" <td> 30 May\u0131s 2014</td>\n",
" <td> 4513</td>\n",
" <td> 4513</td>\n",
" <td> 2013</td>\n",
" <td> Ba\u015fkanlar\u0131n Hizmetkar\u0131</td>\n",
" <td> ABD</td>\n",
" <td> Tanweer</td>\n",
" <td> 4513</td>\n",
" <td> 7.1</td>\n",
" <td> 132 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td> 24</td>\n",
" <td> Gerilim</td>\n",
" <td> M3 Film</td>\n",
" <td> 50198.13</td>\n",
" <td> 13 Haziran 2014</td>\n",
" <td> 4526</td>\n",
" <td> 4526</td>\n",
" <td> 2013</td>\n",
" <td> Locke</td>\n",
" <td> ABD</td>\n",
" <td> Calinos</td>\n",
" <td> 4526</td>\n",
" <td> 7.5</td>\n",
" <td> 85 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td> 39</td>\n",
" <td> Korku, 3 Boyutlu</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 30932.50</td>\n",
" <td> 27 Haziran 2014</td>\n",
" <td> 367</td>\n",
" <td> 367</td>\n",
" <td> 2010</td>\n",
" <td> Derindeki Yarat\u0131k</td>\n",
" <td> Hollanda</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 367</td>\n",
" <td> 3.7</td>\n",
" <td> 83 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td> 27</td>\n",
" <td> Komedi</td>\n",
" <td> \u00d6zen Film</td>\n",
" <td> 39448.25</td>\n",
" <td> 14 \u015eubat 2014</td>\n",
" <td> 4699</td>\n",
" <td> 4699</td>\n",
" <td> 2014</td>\n",
" <td> Balay\u0131</td>\n",
" <td> T\u00fcrkiye</td>\n",
" <td> Reis Film</td>\n",
" <td> 4699</td>\n",
" <td> NaN</td>\n",
" <td> NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td> 6</td>\n",
" <td> Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 26633.19</td>\n",
" <td> 11 Nisan 2014</td>\n",
" <td> 4493</td>\n",
" <td> 4493</td>\n",
" <td> 2013</td>\n",
" <td> Joe</td>\n",
" <td> ABD</td>\n",
" <td> Bir Film</td>\n",
" <td> 4493</td>\n",
" <td> 7.5</td>\n",
" <td> 117 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td> 20</td>\n",
" <td> Dram, Aksiyon</td>\n",
" <td> Mir Yap\u0131m</td>\n",
" <td> 47567.00</td>\n",
" <td> 02 May\u0131s 2014</td>\n",
" <td> 4714</td>\n",
" <td> 4714</td>\n",
" <td> 2012</td>\n",
" <td> \u015eansl\u0131 Say\u0131lar</td>\n",
" <td> \u0130spanya</td>\n",
" <td> Siyah Beyaz Movies</td>\n",
" <td> 4714</td>\n",
" <td> 5.3</td>\n",
" <td> 100 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td> 4</td>\n",
" <td> Komedi, Dram</td>\n",
" <td> M3 Film</td>\n",
" <td> 60235.26</td>\n",
" <td> 07 \u015eubat 2014</td>\n",
" <td> 5078</td>\n",
" <td> 5078</td>\n",
" <td> 2013</td>\n",
" <td> Muhte\u015fem G\u00fczellik</td>\n",
" <td> Fransa</td>\n",
" <td> Calinos</td>\n",
" <td> 5078</td>\n",
" <td> 7.7</td>\n",
" <td> 142 dakika</td>\n",
" </tr>\n",
" <tr>\n",
" <th></th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>2192 rows \u00d7 14 columns</p>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 13,
"text": [
" kopya filmin_turu dagitim toplamhasilat \\\n",
"0 250 Komedi, Gen\u00e7lik \u00d6zen Film 15377292.00 \n",
"1 25 Dram \u00d6zen Film 466216.50 \n",
"2 NaN Dram Warner Bros. 401633.00 \n",
"3 NaN Gerilim, Komedi Warner Bros. 268483.00 \n",
"4 NaN Dram Barbar Film 0.00 \n",
"5 5 Dram Bir Film 10482.50 \n",
"6 1 Belgesel Nada Film 0.00 \n",
"7 1 Belgesel Surela Film 0.00 \n",
"8 8 Konser, 3 Boyutlu Mars 0.00 \n",
"9 1 Belgesel SineMAnus 0.00 \n",
"10 1 Dram Oyuncular Production 0.00 \n",
"11 18 Komedi Medyavizyon 0.00 \n",
"12 90 \u00c7izgi Film, 3 Boyutlu Pinema 10.00 \n",
"13 1 Dram \u00c7elik Film 548.00 \n",
"14 1 Belgesel Osman \u00d6zcan 0.00 \n",
"15 11 Dram Duka Film 0.00 \n",
"16 6 Gerilim, Su\u00e7 M3 Film 4845.55 \n",
"17 13 Gerilim, Dram \u00d6zen Film 5011.00 \n",
"18 9 Bilim-Kurgu, \u00c7izgi Film, Dram M3 Film 7098.50 \n",
"19 14 Gerilim Pinema 6560.00 \n",
"20 4 Dram M3 Film 8202.78 \n",
"21 4 Dram M3 Film 7886.46 \n",
"22 5 Dram M3 Film 10333.61 \n",
"23 31 Gerilim \u00d6zen Film 10330.50 \n",
"24 5 Komedi, Dram M3 Film 9993.88 \n",
"25 21 Gerilim M3 Film 17827.50 \n",
"26 5 Dram, Tarihi M3 Film 15340.09 \n",
"27 3 Dram M3 Film 17101.27 \n",
"28 3 Dram M3 Film 18254.75 \n",
"29 6 Gerilim, Dram Pinema 27295.00 \n",
"30 9 Bilim-Kurgu, Aksiyon \u00d6zen Film 13380.00 \n",
"31 7 Dram M3 Film 15820.48 \n",
"32 4 A\u015fk, Dram Medyavizyon 20811.70 \n",
"33 14 Komedi, Su\u00e7 M3 Film 20162.24 \n",
"34 9 Dram PinemArt 7163.00 \n",
"35 4 Dram M3 Film 11077.79 \n",
"36 11 Dram M3 Film 25819.60 \n",
"37 14 Komedi, Dram Pinema 18536.00 \n",
"38 11 Gerilim, Dram M3 Film 19557.60 \n",
"39 3 Dram M3 Film 26467.76 \n",
"40 23 Gerilim, Aksiyon \u00d6zen Film 22100.00 \n",
"41 9 Gerilim, Dram M3 Film 19194.87 \n",
"42 4 Dram M3 Film 22592.66 \n",
"43 7 Dram, Belgesel M3 Film 30883.82 \n",
"44 29 Korku M3 Film 22491.93 \n",
"45 10 Komedi, Dram M3 Film 41215.00 \n",
"46 25 Komedi \u00d6zen Film 20083.00 \n",
"47 5 Dram M3 Film 16897.80 \n",
"48 5 A\u015fk, Dram M3 Film 41368.29 \n",
"49 33 Dram UIP 50487.00 \n",
"50 19 Dram M3 Film 54051.82 \n",
"51 40 Komedi Bir Film 45589.29 \n",
"52 13 A\u015fk, Dram, Biyografi Pinema 30245.00 \n",
"53 21 Dram, Biyografi Pinema 67379.00 \n",
"54 24 Gerilim M3 Film 50198.13 \n",
"55 39 Korku, 3 Boyutlu \u00d6zen Film 30932.50 \n",
"56 27 Komedi \u00d6zen Film 39448.25 \n",
"57 6 Dram M3 Film 26633.19 \n",
"58 20 Dram, Aksiyon Mir Yap\u0131m 47567.00 \n",
"59 4 Komedi, Dram M3 Film 60235.26 \n",
" ... ... ... ... \n",
"\n",
" vizyon_tarihi ilkhaftasonuhasilat ilkhaftasonuseyirci yili \\\n",
"0 14 Ocak 2005 2587824 2587824 2005 \n",
"1 02 Aral\u0131k 2005 51608 51608 2005 \n",
"2 25 Kas\u0131m 2005 49166 49166 2005 \n",
"3 11 \u015eubat 2005 4786 4786 2004 \n",
"4 21 Ocak 2005 559765 559765 2004 \n",
"5 09 Kas\u0131m 2007 2364 2364 2007 \n",
"6 26 Kas\u0131m 2010 0 0 2010 \n",
"7 07 Ocak 2011 0 0 2010 \n",
"8 13 Mart 2009 10363341 10363341 2007 \n",
"9 21 Eyl\u00fcl 2012 0 0 2012 \n",
"10 19 Nisan 2013 0 0 2012 \n",
"11 14 Mart 2014 0 0 2014 \n",
"12 16 May\u0131s 2014 1 1 2013 \n",
"13 23 May\u0131s 2014 56 56 2014 \n",
"14 09 May\u0131s 2014 0 0 2014 \n",
"15 28 Mart 2014 0 0 2013 \n",
"16 11 Temmuz 2014 419 419 2014 \n",
"17 25 Nisan 2014 585 585 2014 \n",
"18 30 May\u0131s 2014 590 590 2013 \n",
"19 06 Haziran 2014 611 611 2013 \n",
"20 10 Ocak 2014 703 703 2013 \n",
"21 27 Haziran 2014 667 667 2014 \n",
"22 23 May\u0131s 2014 902 902 2013 \n",
"23 11 Temmuz 2014 1129 1129 2013 \n",
"24 16 May\u0131s 2014 873 873 2014 \n",
"25 04 Temmuz 2014 1388 1388 2013 \n",
"26 28 Mart 2014 1322 1322 2013 \n",
"27 28 \u015eubat 2014 1482 1482 2012 \n",
"28 10 Ocak 2014 1554 1554 2013 \n",
"29 20 Haziran 2014 1687 1687 2013 \n",
"30 24 Ocak 2014 1606 1606 2008 \n",
"31 21 Mart 2014 1582 1582 2013 \n",
"32 21 \u015eubat 2014 1808 1808 2013 \n",
"33 27 Haziran 2014 1721 1721 2013 \n",
"34 27 Haziran 2014 782 782 2013 \n",
"35 06 Haziran 2014 991 991 2013 \n",
"36 02 May\u0131s 2014 2055 2055 2013 \n",
"37 04 Nisan 2014 1215 1215 2013 \n",
"38 20 Haziran 2014 169 169 2013 \n",
"39 24 Ocak 2014 2729 2729 2012 \n",
"40 06 Haziran 2014 2766 2766 2014 \n",
"41 24 Ocak 2014 1721 1721 2013 \n",
"42 07 Mart 2014 2895 2895 2013 \n",
"43 28 \u015eubat 2014 3131 3131 2013 \n",
"44 11 Temmuz 2014 2349 2349 2013 \n",
"45 06 Haziran 2014 3383 3383 2013 \n",
"46 13 Haziran 2014 3858 3858 2014 \n",
"47 07 \u015eubat 2014 1838 1838 2014 \n",
"48 25 Nisan 2014 3962 3962 2013 \n",
"49 11 Temmuz 2014 4165 4165 2014 \n",
"50 09 May\u0131s 2014 4411 4411 2013 \n",
"51 04 Temmuz 2014 442 442 2013 \n",
"52 09 May\u0131s 2014 2064 2064 2013 \n",
"53 30 May\u0131s 2014 4513 4513 2013 \n",
"54 13 Haziran 2014 4526 4526 2013 \n",
"55 27 Haziran 2014 367 367 2010 \n",
"56 14 \u015eubat 2014 4699 4699 2014 \n",
"57 11 Nisan 2014 4493 4493 2013 \n",
"58 02 May\u0131s 2014 4714 4714 2012 \n",
"59 07 \u015eubat 2014 5078 5078 2013 \n",
" ... ... ... ... \n",
"\n",
" baslik ulke sirket \\\n",
"0 Hababam S\u0131n\u0131f\u0131 Askerde T\u00fcrkiye Fida Film, Arzu Film \n",
"1 Yerinde Olsam ABD 20th Century Fox \n",
"2 Kutsal Y\u00fcrek \u0130talya AFS \n",
"3 Bebek Romanya Film Pop \n",
"4 Alacakaranl\u0131k Samuray\u0131 Japonya - \n",
"5 Fikret Bey T\u00fcrkiye Saran \n",
"6 Joenjoy T\u00fcrkiye Nada Film \n",
"7 5 No'lu Cezaevi T\u00fcrkiye Surela Film \n",
"8 U2 3D ABD Mars Cinema Group \n",
"9 Sabah Y\u0131ld\u0131z\u0131: Sabahattin Ali T\u00fcrkiye SineMAnus \n",
"10 Bahar \u0130syanc\u0131d\u0131r T\u00fcrkiye Oyuncular Production \n",
"11 Dursun \u00c7avu\u015f T\u00fcrkiye Evrensel Medya \n",
"12 Uzay Kuvvetleri 2911 T\u00fcrkiye Animaj \n",
"13 Mavi Adam T\u00fcrkiye \u00c7elik Film \n",
"14 M\u00fcsl\u00fcm Baba'n\u0131n Evlatlar\u0131 T\u00fcrkiye Osman \u00d6zcan \n",
"15 Meddah T\u00fcrkiye \u0130klim Film \n",
"16 \u0130nce Buz, Kara K\u00f6m\u00fcr \u00c7in Bir Film \n",
"17 Mutlak Adalet T\u00fcrkiye Katarsis Film \n",
"18 Son \u015eans Fransa Mars Production \n",
"19 Karde\u015fim \u0130\u00e7in ABD Pinema \n",
"20 FerahFeza T\u00fcrkiye Muhtelif Yap\u0131mlar \n",
"21 Sevgilinin Ard\u0131ndan \u0130ngiltere Bir Film \n",
"22 Zay\u0131fl\u0131\u011f\u0131n Esareti Fransa Codex Medya \n",
"23 Bela Hollanda \u00d6zen Film \n",
"24 Frank \u0130rlanda Bir Film \n",
"25 Gece Plan\u0131 ABD Calinos \n",
"26 Adalet \u0130\u00e7in Fransa Calinos \n",
"27 Kapital Fransa Mars Production \n",
"28 \u00c7ocuk Pozu Romanya Codex Medya \n",
"29 \u00d6teki \u0130ngiltere Mars Cinema Group \n",
"30 Uzak \u00c7\u0131\u011fl\u0131k Almanya \u00d6zen Film \n",
"31 Mavi Ring T\u00fcrkiye Fer Film, Mitos Film \n",
"32 Yasak A\u015fk Fransa Medyavizyon \n",
"33 Pislik \u0130ngiltere Bir Film \n",
"34 G\u00f6l Zaman\u0131 T\u00fcrkiye Focus Film \n",
"35 Y\u00fcksek Risk \u0130ngiltere Bir Film \n",
"36 D\u00fc\u015f ve Ger\u00e7ek ABD Calinos \n",
"37 \u00c7ocuk B\u00fcy\u00fctme Rehberi Meksika Pinema \n",
"38 Tom \u00c7iftlikte Fransa Kurmaca \n",
"39 K\u0131r\u0131k \u00c7ember Bel\u00e7ika Kurmaca \n",
"40 Tamaya \u0130frit T\u00fcrkiye Kutlubay Film \n",
"41 \u015e\u00f6hret Tepesi ABD D Productions \n",
"42 \u00d6mer Filistin Filmart\u0131 \n",
"43 Meydan ABD Bir Film \n",
"44 Ayin ABD Calinos \n",
"45 Paris'te Bir Hafta Sonu \u0130ngiltere Bir Film \n",
"46 Tutturamayanlar T\u00fcrkiye Sinetik \n",
"47 Daire T\u00fcrkiye Lacivert Film \n",
"48 Sefer Tas\u0131 ABD Filmart\u0131 \n",
"49 Yetenek Avc\u0131s\u0131 ABD Walt Disney \n",
"50 Umudun Pe\u015finde ABD Calinos \n",
"51 \u00c7aylaklar \u00c7etesi \u0130spanya Siyah Beyaz Movies \n",
"52 G\u00f6r\u00fcnmeyen Kad\u0131n \u0130ngiltere Mars Cinema Group \n",
"53 Ba\u015fkanlar\u0131n Hizmetkar\u0131 ABD Tanweer \n",
"54 Locke ABD Calinos \n",
"55 Derindeki Yarat\u0131k Hollanda \u00d6zen Film \n",
"56 Balay\u0131 T\u00fcrkiye Reis Film \n",
"57 Joe ABD Bir Film \n",
"58 \u015eansl\u0131 Say\u0131lar \u0130spanya Siyah Beyaz Movies \n",
"59 Muhte\u015fem G\u00fczellik Fransa Calinos \n",
" ... ... ... \n",
"\n",
" toplamseyirci imdbpuan sure \n",
"0 2587824 NaN 110 dakika \n",
"1 51608 NaN 130 dakika \n",
"2 49166 NaN 120 dakika \n",
"3 4786 NaN 87 dakika \n",
"4 559765 NaN 129 dakika \n",
"5 2364 NaN 93 dakika \n",
"6 0 NaN NaN \n",
"7 0 NaN 96 dakika \n",
"8 10363341 8.3 85 dakika \n",
"9 0 NaN 116 dakika \n",
"10 0 NaN NaN \n",
"11 0 NaN 98 dakika \n",
"12 1 NaN 90 dakika \n",
"13 56 7.2 81 dakika \n",
"14 0 NaN NaN \n",
"15 0 NaN 98 dakika \n",
"16 419 6.9 106 dakika \n",
"17 585 NaN 84 dakika \n",
"18 590 6.7 122 dakika \n",
"19 611 6.8 116 dakika \n",
"20 703 5.5 97 dakika \n",
"21 667 7.4 91 dakika \n",
"22 902 6.5 105 dakika \n",
"23 1129 6.9 113 dakika \n",
"24 873 7.3 95 dakika \n",
"25 1388 6.6 112 dakika \n",
"26 1322 6.2 122 dakika \n",
"27 1482 6.5 114 dakika \n",
"28 1554 7.6 112 dakika \n",
"29 1687 7.5 93 dakika \n",
"30 1606 3.2 95 dakika \n",
"31 1582 5.1 87 dakika \n",
"32 1808 6.2 100 dakika \n",
"33 1721 7.1 97 dakika \n",
"34 782 4.6 103 dakika \n",
"35 991 7.8 106 dakika \n",
"36 2055 6.6 117 dakika \n",
"37 1215 7.7 115 dakika \n",
"38 169 7.5 102 dakika \n",
"39 2729 7.8 111 dakika \n",
"40 2766 NaN 90 dakika \n",
"41 1721 5.3 99 dakika \n",
"42 2895 7.6 96 dakika \n",
"43 3131 8.2 108 dakika \n",
"44 2349 6.3 95 dakika \n",
"45 3383 6.5 93 dakika \n",
"46 3858 3.7 NaN \n",
"47 1838 6.4 108 dakika \n",
"48 3962 7.9 104 dakika \n",
"49 4165 7.5 124 dakika \n",
"50 4411 7.7 98 dakika \n",
"51 442 5.7 90 dakika \n",
"52 2064 6.2 111 dakika \n",
"53 4513 7.1 132 dakika \n",
"54 4526 7.5 85 dakika \n",
"55 367 3.7 83 dakika \n",
"56 4699 NaN NaN \n",
"57 4493 7.5 117 dakika \n",
"58 4714 5.3 100 dakika \n",
"59 5078 7.7 142 dakika \n",
" ... ... ... \n",
"\n",
"[2192 rows x 14 columns]"
]
}
],
"prompt_number": 13
}
],
"metadata": {}
}
]
}
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