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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## [Fájlkezelés](https://docs.python.org/3/tutorial/inputoutput.html#reading-and-writing-files)\n",
"\n",
"- A fájl valamilyen adathordozón tárolt, logikailag összefüggő adatok összessége.\n",
"- Egy fájl életciklusa a következő lépésekből áll:\n",
" 1. megnyitás\n",
" 2. olvasás, írás, pozícionálás, ...\n",
" 3. bezárás"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# Fájl megnyitása (precízebben: létező fájl megnyitása olvasásra).\n",
"f = open('example_file.txt')"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"_io.TextIOWrapper"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"type(f)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# Fájl bezárása.\n",
"f.close()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"# example data\n",
"apple,10\n",
"pear,20\n",
"cherry,30\n",
"\n"
]
}
],
"source": [
"# Fájl tartalmának beolvasása sztringbe.\n",
"f = open('example_file.txt')\n",
"s = f.read()\n",
"f.close()\n",
"print(s)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"# example data\n",
"apple,10\n",
"pear,20\n",
"cherry,30\n",
"\n"
]
}
],
"source": [
"# ...ugyenez rövidebben:\n",
"s = open('example_file.txt').read()\n",
"print(s)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Megjegyzés: CPython értelmező esetén a fájl automatikusan bezáródik, ha minden hivatkozás megszűnik rá."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"# example data\n",
"\n",
"apple,10\n",
"\n"
]
}
],
"source": [
"# Első 2 sor beolvasása.\n",
"f = open('example_file.txt')\n",
"print(f.readline())\n",
"print(f.readline())\n",
"f.close()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'# example data\\n'"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Megjegyzés: A readline a sortörést is beteszi az eredménybe.\n",
"line = open('example_file.txt').readline()\n",
"line"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'# example data'"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# A sortörést pl. a strip függvénnyel vághatjuk le:\n",
"line.strip()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['# example data\\n', 'apple,10\\n', 'pear,20\\n', 'cherry,30\\n']"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Fájl sorainak beolvasása sztringlistába.\n",
"open('example_file.txt').readlines()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['aa', 'bb', 'ccc']"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Sztring darabolása egy határoló jelsorozat mentén (tokenizálás).\n",
"line = 'aa,bb,ccc'\n",
"line.split(',')"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['aa', 'bb', 'ccc']"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Alapértelmezés szerint a split fehér karakterek mentén darabol.\n",
"line = 'aa bb\\tccc\\n'\n",
"line.split()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"# example data\n",
"\n",
"apple,10\n",
"\n",
"pear,20\n",
"\n",
"cherry,30\n",
"\n"
]
}
],
"source": [
"# Iterálás egy szövegfájl sorain.\n",
"for line in open('example_file.txt'):\n",
" print(line)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"# Fájl első sorának átugrása, a további sorok tokenizálása.\n",
"f = open('example_file.txt')\n",
"f.readline() # első sor átugrása\n",
"data = []\n",
"for line in f: # végigmegyünk a további sorokon\n",
" tok = line.strip().split(',')\n",
" rec = tok[0], int(tok[1])\n",
" data.append(rec)\n",
"f.close()"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[('apple', 10), ('pear', 20), ('cherry', 30)]"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"# Sztring fájlba írása.\n",
"f = open('example_file_2.txt', 'w')\n",
"f.write('Apple\\nBanana\\n')\n",
"f.close()"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"13"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# ...ugyanez tömörebben:\n",
"open('example_file_2.txt', 'w').write('Apple\\nBanana\\n')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"(CPython értelmező esetén a fájl azonnal bezáródik, mivel nincsen rá több hivatkozás.)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"# Celsius-Fahrenheit táblázatot tartalmazó fájl elkészítése.\n",
"file = open('celsius_fahrenheit.txt', 'w')\n",
"file.write(f' °C °F\\n')\n",
"for c in range(-40, 41, 5):\n",
" f = c * 9 / 5 + 32\n",
" file.write(f'{c:8}{f:8}\\n')\n",
"file.close()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'a',\n",
" 'az',\n",
" 'csinálja',\n",
" 'egyáltalán',\n",
" 'fortranban',\n",
" 'gépidőelszámolást',\n",
" 'ha',\n",
" 'igazi',\n",
" 'intelligencia',\n",
" 'manipulációt',\n",
" 'megcsinálja',\n",
" 'mesterséges',\n",
" 'már',\n",
" 'programokat',\n",
" 'programozó',\n",
" 'szimbólum',\n",
" 'szövegkezelést'}"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Határozzuk meg az igazi.txt szövegfájlban található szavak halmazát!\n",
"{line.strip() for line in open('igazi.txt', encoding='utf-8')}"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[[0, 1, 1, 0, 1, 0, 1, 1, 0, 1],\n",
" [0, 0, 1, 0, 1, 1, 0, 1, 0, 1],\n",
" [0, 0, 1, 0, 0, 0, 1, 1, 0, 0],\n",
" [0, 1, 0, 0, 1, 0, 1, 1, 0, 0],\n",
" [1, 0, 1, 1, 0, 0, 1, 0, 1, 1],\n",
" [1, 0, 1, 0, 0, 1, 1, 0, 1, 0],\n",
" [1, 1, 1, 0, 1, 1, 1, 0, 1, 1],\n",
" [0, 0, 0, 0, 0, 1, 0, 1, 0, 1],\n",
" [1, 1, 0, 1, 0, 1, 1, 1, 0, 0],\n",
" [1, 0, 1, 0, 1, 0, 0, 1, 0, 1]]"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Olvassuk be a matrix.txt szövegfájl tartalmát egész számok listájának listájába!\n",
"matrix = []\n",
"for line in open('matrix.txt'):\n",
" row = [int(x) for x in line.split()]\n",
" matrix.append(row)\n",
"matrix"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[[0, 1, 1, 0, 1, 0, 1, 1, 0, 1],\n",
" [0, 0, 1, 0, 1, 1, 0, 1, 0, 1],\n",
" [0, 0, 1, 0, 0, 0, 1, 1, 0, 0],\n",
" [0, 1, 0, 0, 1, 0, 1, 1, 0, 0],\n",
" [1, 0, 1, 1, 0, 0, 1, 0, 1, 1],\n",
" [1, 0, 1, 0, 0, 1, 1, 0, 1, 0],\n",
" [1, 1, 1, 0, 1, 1, 1, 0, 1, 1],\n",
" [0, 0, 0, 0, 0, 1, 0, 1, 0, 1],\n",
" [1, 1, 0, 1, 0, 1, 1, 1, 0, 0],\n",
" [1, 0, 1, 0, 1, 0, 0, 1, 0, 1]]"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Ugyanez dupla comprehension-nel:\n",
"matrix = [[int(x) for x in l.split()]\n",
" for l in open('matrix.txt')]\n",
"matrix"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Gyakorlás: Szóstatisztika\n",
"\n",
"A [hamlet.txt](hamlet.txt) fájl a [Hamlet](https://hu.wikipedia.org/wiki/Hamlet,_d%C3%A1n_kir%C3%A1lyfi) angol nyelvű szövegkönyvét tartalmazza. Készítsünk programot, amely kiszámítja majd kiírja a szövegkönyvben szereplő 30 leggyakoribb szót! A szó definíciója a következő legyen:\n",
"\n",
"- A szavakat a fehér karakterek (szóköz, tabulátor, soremelés) választják el egymástól.\n",
"- A kis- és nagybetűk ne számítsanak különbözőnek!\n",
"- A szó elején és végén található központozás karakterek ne számítsanak bele a szóba!"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"# Beolvasás kisbetűs szavak listájába.\n",
"words = open('hamlet.txt').read().lower().split()"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"# Központozás karakterek eltávolítása.\n",
"import string\n",
"words = [w.strip(string.punctuation) for w in words]"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"# Szógyakoriságok kiszámítása.\n",
"freq = {} # kulcs: szó, érték: előfordulások száma\n",
"for w in words:\n",
" if w in freq: freq[w] += 1\n",
" else: freq[w] = 1"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"freq2 = sorted([(x[1], x[0]) for x in freq.items()], reverse=True)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(1145, 'the')\n",
"(973, 'and')\n",
"(736, 'to')\n",
"(674, 'of')\n",
"(565, 'i')\n",
"(539, 'you')\n",
"(534, 'a')\n",
"(513, 'my')\n",
"(431, 'in')\n",
"(409, 'it')\n",
"(381, 'that')\n",
"(358, 'ham')\n",
"(339, 'is')\n",
"(310, 'not')\n",
"(297, 'this')\n",
"(297, 'his')\n",
"(268, 'with')\n",
"(258, 'but')\n",
"(248, 'for')\n",
"(241, 'your')\n",
"(231, 'me')\n",
"(223, 'lord')\n",
"(219, 'as')\n",
"(216, 'be')\n",
"(213, 'he')\n",
"(200, 'what')\n",
"(195, 'king')\n",
"(195, 'him')\n",
"(194, 'so')\n",
"(180, 'have')\n"
]
}
],
"source": [
"# Kiírás.\n",
"for i in range(30):\n",
" print(freq2[i])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Gyakorlás: Premier League tabella\n",
"\n",
"A [pl.txt](pl.txt) szövegfájl a Premier League 2011-12-es szezonjának eredményeit tartalmazza. Készítsünk programot, amely:\n",
"\n",
"- kiírja, hogy a mérkőzések hány százalékán esett gól,\n",
"- kiírja, hogy melyik mérkőzésen esett a legtöbb gól,\n",
"- bekéri a felhasználótól n értékét, majd kiírja a bajnokság állását az n. forduló után (rendezési szempontok: pontszám, gólkülönbség, több rúgott gól)!"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"# Adatok beolvasása szótárak listájába.\n",
"games = []\n",
"f = open('pl.txt')\n",
"\n",
"# első 6 sor átugrása\n",
"for i in range(6): f.readline()\n",
" \n",
"# további sorok feldolgozása\n",
"for line in f:\n",
" tok = line.split('\\t')\n",
" rec = {\n",
" 'round': int(tok[0]),\n",
" 'hteam': tok[1],\n",
" 'ateam': tok[2],\n",
" 'hgoals': int(tok[3]),\n",
" 'agoals': int(tok[4])\n",
" }\n",
" games.append(rec)\n",
" \n",
"f.close()"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[{'round': 1,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 1,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 1,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 1,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 0,\n",
" 'agoals': 4},\n",
" {'round': 1,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 1,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 1,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 1,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 1,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 4,\n",
" 'agoals': 0},\n",
" {'round': 1,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 2,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 2,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 2,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 2,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 2,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 2,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 2,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 2,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 2,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 2,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 3,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 3,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 3,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 3,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 3,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 3,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 3,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 3,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 1,\n",
" 'agoals': 5},\n",
" {'round': 3,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 3,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 8,\n",
" 'agoals': 2},\n",
" {'round': 4,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 4,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 4,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 4,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 4,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 4,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 4,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 0,\n",
" 'agoals': 5},\n",
" {'round': 4,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 4,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 4,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 5,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 4,\n",
" 'agoals': 3},\n",
" {'round': 5,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 5,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 5,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 5,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 5,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 0,\n",
" 'agoals': 3},\n",
" {'round': 5,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 4,\n",
" 'agoals': 0},\n",
" {'round': 5,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 5,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 4,\n",
" 'agoals': 0},\n",
" {'round': 5,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 6,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 6,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 6,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 4,\n",
" 'agoals': 1},\n",
" {'round': 6,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 6,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 6,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 6,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 6,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 6,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 6,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 7,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 7,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 7,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 0,\n",
" 'agoals': 4},\n",
" {'round': 7,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 7,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 7,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 7,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 5},\n",
" {'round': 7,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 6,\n",
" 'agoals': 0},\n",
" {'round': 7,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 7,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 8,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 8,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 4,\n",
" 'agoals': 1},\n",
" {'round': 8,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 8,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 8,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 8,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 1,\n",
" 'agoals': 3},\n",
" {'round': 8,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 8,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 8,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 8,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 9,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 9,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 9,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 9,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 9,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 9,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 9,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 3},\n",
" {'round': 9,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 1,\n",
" 'agoals': 6},\n",
" {'round': 9,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 9,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 10,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 10,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 5},\n",
" {'round': 10,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 10,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 3,\n",
" 'agoals': 3},\n",
" {'round': 10,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 10,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 10,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 10,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 10,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 10,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 1,\n",
" 'agoals': 3},\n",
" {'round': 11,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 11,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 11,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 3,\n",
" 'agoals': 2},\n",
" {'round': 11,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 11,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 11,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 11,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 11,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 11,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 5,\n",
" 'agoals': 0},\n",
" {'round': 11,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 1,\n",
" 'agoals': 3},\n",
" {'round': 12,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 12,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 12,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 12,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 12,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 12,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 12,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 3,\n",
" 'agoals': 3},\n",
" {'round': 12,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 12,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 12,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 13,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 13,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 13,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 13,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 13,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 13,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 13,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 1,\n",
" 'agoals': 3},\n",
" {'round': 13,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 13,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 13,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 14,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 3},\n",
" {'round': 14,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 4,\n",
" 'agoals': 2},\n",
" {'round': 14,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 5,\n",
" 'agoals': 1},\n",
" {'round': 14,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 14,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 14,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 4},\n",
" {'round': 14,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 14,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 14,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 14,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 15,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 15,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 15,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 15,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 4,\n",
" 'agoals': 1},\n",
" {'round': 15,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 4,\n",
" 'agoals': 2},\n",
" {'round': 15,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 15,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 15,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 15,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 15,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 16,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 16,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 16,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 16,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 16,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 16,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 16,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 16,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 16,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 16,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 17,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 17,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 17,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 17,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 17,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 17,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 17,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 17,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 17,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 0,\n",
" 'agoals': 5},\n",
" {'round': 17,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 18,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 18,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 18,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 18,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 5,\n",
" 'agoals': 0},\n",
" {'round': 18,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 18,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 18,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 18,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 18,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 18,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 19,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 19,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 19,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 19,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 19,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 1,\n",
" 'agoals': 3},\n",
" {'round': 19,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 19,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 19,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 19,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 19,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 20,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 20,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 20,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 20,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 20,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 20,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 20,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 1,\n",
" 'agoals': 4},\n",
" {'round': 20,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 20,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 20,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 21,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 21,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 21,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 21,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 21,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 21,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 21,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 21,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 21,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 2},\n",
" {'round': 21,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 22,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 22,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 22,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 5,\n",
" 'agoals': 2},\n",
" {'round': 22,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 22,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 22,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 22,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 22,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 22,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 3,\n",
" 'agoals': 2},\n",
" {'round': 22,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 23,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 23,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 23,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 3},\n",
" {'round': 23,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 23,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 23,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 23,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 23,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 23,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 23,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 24,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 7,\n",
" 'agoals': 1},\n",
" {'round': 24,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 24,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 24,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 24,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 24,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 24,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 24,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 24,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 3,\n",
" 'agoals': 3},\n",
" {'round': 24,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 25,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 25,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 3,\n",
" 'agoals': 2},\n",
" {'round': 25,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 25,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 25,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 25,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 25,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 25,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 5,\n",
" 'agoals': 0},\n",
" {'round': 25,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 1,\n",
" 'agoals': 5},\n",
" {'round': 25,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 26,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 26,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 26,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 26,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 4,\n",
" 'agoals': 0},\n",
" {'round': 26,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 26,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 26,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 5,\n",
" 'agoals': 2},\n",
" {'round': 26,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 26,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 26,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 27,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 27,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 27,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 27,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 27,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 27,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 27,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 27,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 27,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 5,\n",
" 'agoals': 0},\n",
" {'round': 27,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 1,\n",
" 'agoals': 3},\n",
" {'round': 28,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 28,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 28,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 28,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 28,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 28,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 28,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 28,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 28,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 28,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 29,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 0,\n",
" 'agoals': 3},\n",
" {'round': 29,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 29,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 0,\n",
" 'agoals': 5},\n",
" {'round': 29,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 29,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 29,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 29,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 29,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 29,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 3,\n",
" 'agoals': 2},\n",
" {'round': 29,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 30,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 30,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 30,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 30,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 30,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 30,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 30,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 30,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 30,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 1,\n",
" 'agoals': 3},\n",
" {'round': 30,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 31,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 4},\n",
" {'round': 31,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 31,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 31,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 3,\n",
" 'agoals': 3},\n",
" {'round': 31,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 31,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 31,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 31,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 31,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 31,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 32,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 32,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 32,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 3},\n",
" {'round': 32,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 32,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 32,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 32,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 32,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 32,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 32,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 33,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 4,\n",
" 'agoals': 0},\n",
" {'round': 33,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 33,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 33,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 33,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 33,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 33,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 4,\n",
" 'agoals': 0},\n",
" {'round': 33,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 33,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 3},\n",
" {'round': 33,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 34,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 1,\n",
" 'agoals': 6},\n",
" {'round': 34,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 34,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 34,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 34,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 4,\n",
" 'agoals': 0},\n",
" {'round': 34,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 1,\n",
" 'agoals': 2},\n",
" {'round': 34,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 34,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 34,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 34,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 1,\n",
" 'agoals': 4},\n",
" {'round': 35,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 35,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 35,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 35,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 35,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 35,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 3,\n",
" 'agoals': 0},\n",
" {'round': 35,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 35,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 4,\n",
" 'agoals': 4},\n",
" {'round': 35,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 35,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 36,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 4,\n",
" 'agoals': 0},\n",
" {'round': 36,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 36,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 36,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 4,\n",
" 'agoals': 4},\n",
" {'round': 36,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 36,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 4,\n",
" 'agoals': 0},\n",
" {'round': 36,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 3},\n",
" {'round': 36,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 6,\n",
" 'agoals': 1},\n",
" {'round': 36,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 36,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 37,\n",
" 'hteam': 'Arsenal FC',\n",
" 'ateam': 'Norwich City',\n",
" 'hgoals': 3,\n",
" 'agoals': 3},\n",
" {'round': 37,\n",
" 'hteam': 'Newcastle United',\n",
" 'ateam': 'Manchester City',\n",
" 'hgoals': 0,\n",
" 'agoals': 2},\n",
" {'round': 37,\n",
" 'hteam': 'Aston Villa',\n",
" 'ateam': 'Tottenham Hotspur',\n",
" 'hgoals': 1,\n",
" 'agoals': 1},\n",
" {'round': 37,\n",
" 'hteam': 'Bolton Wanderers',\n",
" 'ateam': 'West Bromwich Albion',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 37,\n",
" 'hteam': 'Fulham FC',\n",
" 'ateam': 'Sunderland AFC',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 37,\n",
" 'hteam': 'Queens Park Rangers',\n",
" 'ateam': 'Stoke City',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 37,\n",
" 'hteam': 'Wolverhampton Wanderers',\n",
" 'ateam': 'Everton FC',\n",
" 'hgoals': 0,\n",
" 'agoals': 0},\n",
" {'round': 37,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Swansea City',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 37,\n",
" 'hteam': 'Blackburn Rovers',\n",
" 'ateam': 'Wigan Athletic',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 37,\n",
" 'hteam': 'Liverpool FC',\n",
" 'ateam': 'Chelsea FC',\n",
" 'hgoals': 4,\n",
" 'agoals': 1},\n",
" {'round': 38,\n",
" 'hteam': 'Chelsea FC',\n",
" 'ateam': 'Blackburn Rovers',\n",
" 'hgoals': 2,\n",
" 'agoals': 1},\n",
" {'round': 38,\n",
" 'hteam': 'Everton FC',\n",
" 'ateam': 'Newcastle United',\n",
" 'hgoals': 3,\n",
" 'agoals': 1},\n",
" {'round': 38,\n",
" 'hteam': 'Manchester City',\n",
" 'ateam': 'Queens Park Rangers',\n",
" 'hgoals': 3,\n",
" 'agoals': 2},\n",
" {'round': 38,\n",
" 'hteam': 'Norwich City',\n",
" 'ateam': 'Aston Villa',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 38,\n",
" 'hteam': 'Stoke City',\n",
" 'ateam': 'Bolton Wanderers',\n",
" 'hgoals': 2,\n",
" 'agoals': 2},\n",
" {'round': 38,\n",
" 'hteam': 'Sunderland AFC',\n",
" 'ateam': 'Manchester United',\n",
" 'hgoals': 0,\n",
" 'agoals': 1},\n",
" {'round': 38,\n",
" 'hteam': 'Swansea City',\n",
" 'ateam': 'Liverpool FC',\n",
" 'hgoals': 1,\n",
" 'agoals': 0},\n",
" {'round': 38,\n",
" 'hteam': 'Tottenham Hotspur',\n",
" 'ateam': 'Fulham FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 0},\n",
" {'round': 38,\n",
" 'hteam': 'West Bromwich Albion',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 2,\n",
" 'agoals': 3},\n",
" {'round': 38,\n",
" 'hteam': 'Wigan Athletic',\n",
" 'ateam': 'Wolverhampton Wanderers',\n",
" 'hgoals': 3,\n",
" 'agoals': 2}]"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"games"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"92.89473684210526"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# A mérkőzések hány százalékán esett gól?\n",
"count = 0\n",
"for g in games:\n",
" if g['hgoals'] + g['agoals'] > 0:\n",
" count += 1\n",
"count / len(games) * 100"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"92.89473684210526"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# ...ugyanez tömörebben:\n",
"sum([g['hgoals'] + g['agoals'] > 0 for g in games]) / len(games) * 100"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'round': 3,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 8,\n",
" 'agoals': 2}"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Melyik mérkőzésen esett a legtöbb gól?\n",
"maxgoals = 0\n",
"for g in games:\n",
" goals = g['hgoals'] + g['hgoals']\n",
" if goals > maxgoals:\n",
" maxgoals = goals\n",
" bestgame = g\n",
"bestgame"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'round': 3,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 8,\n",
" 'agoals': 2}"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# ...ugyanez tömörebben:\n",
"max([(g['hgoals'] + g['agoals'], g) for g in games], key=lambda x: x[0])[1]"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'round': 3,\n",
" 'hteam': 'Manchester United',\n",
" 'ateam': 'Arsenal FC',\n",
" 'hgoals': 8,\n",
" 'agoals': 2}"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# ...még tömörebben:\n",
"max(games, key=lambda g: g['hgoals'] + g['agoals'])"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"n: 2\n"
]
}
],
"source": [
"# A bajnokság állása az n. forduló után (rendezési szempontok: pontszám, gólkülönbség, több rúgott gól).\n",
"# - a győztes 3, a vesztes 0 pontot kap\n",
"# - döntetlen esetén mindkét csapat 1 pontot kap\n",
"\n",
"# n bekérése\n",
"n = int(input('n: '))"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [],
"source": [
"teams = {} # kulcs: csapatnév, érték: [pontszám, gólkülönbség, rúgott gólok száma] - az n. forduló után\n",
"\n",
"# csapatok felvétele\n",
"for g in games:\n",
" teams[g['hteam']] = [0, 0, 0]\n",
" \n",
"# statisztikák frissítése\n",
"for g in games:\n",
" if g['round'] <= n:\n",
" hstats = teams[g['hteam']]\n",
" astats = teams[g['ateam']]\n",
" \n",
" # pontszám frissítése\n",
" if g['hgoals'] > g['agoals']:\n",
" hstats[0] += 3\n",
" elif g['hgoals'] == g['agoals']:\n",
" hstats[0] += 1\n",
" astats[0] += 1\n",
" else:\n",
" astats[0] += 3\n",
" \n",
" # gólkülönbség frissítése\n",
" gdiff = g['hgoals'] - g['agoals']\n",
" hstats[1] += gdiff\n",
" astats[1] -= gdiff\n",
" \n",
" # rúgott gólok számának frissítése\n",
" hstats[2] += g['hgoals']\n",
" astats[2] += g['agoals']"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'Blackburn Rovers': [0, -3, 2],\n",
" 'Fulham FC': [1, -2, 0],\n",
" 'Liverpool FC': [4, 2, 3],\n",
" 'Queens Park Rangers': [3, -3, 1],\n",
" 'Wigan Athletic': [2, 0, 1],\n",
" 'Newcastle United': [4, 1, 1],\n",
" 'Stoke City': [2, 0, 1],\n",
" 'West Bromwich Albion': [0, -2, 2],\n",
" 'Manchester City': [6, 5, 7],\n",
" 'Tottenham Hotspur': [3, -1, 2],\n",
" 'Sunderland AFC': [1, -1, 1],\n",
" 'Arsenal FC': [1, -2, 0],\n",
" 'Aston Villa': [4, 2, 3],\n",
" 'Everton FC': [0, -3, 0],\n",
" 'Swansea City': [1, -4, 0],\n",
" 'Chelsea FC': [4, 1, 2],\n",
" 'Norwich City': [2, 0, 2],\n",
" 'Wolverhampton Wanderers': [6, 3, 4],\n",
" 'Bolton Wanderers': [3, 3, 6],\n",
" 'Manchester United': [6, 4, 5]}"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"teams"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
"# A statisztikák frissítése, tömörebben:\n",
"\n",
"teams = {} # kulcs: csapatnév, érték: [pontszám, gólkülönbség, rúgott gólok száma] - az n. forduló után\n",
"for g in games:\n",
" teams[g['hteam']] = [0, 0, 0] # inicializálás\n",
"\n",
"def update_stats(mgoals, ogoals, stats):\n",
" if mgoals > ogoals: stats[0] += 3\n",
" elif mgoals == ogoals: stats[0] += 1\n",
" \n",
" stats[1] += mgoals - ogoals\n",
" stats[2] += mgoals\n",
"\n",
"# statisztikák frissítése\n",
"for g in games:\n",
" if g['round'] <= n:\n",
" update_stats(g['hgoals'], g['agoals'], teams[g['hteam']]) # hazai \"nézőpont\"\n",
" update_stats(g['agoals'], g['hgoals'], teams[g['ateam']]) # vendég \"nézőpont\""
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'Blackburn Rovers': [0, -3, 2],\n",
" 'Fulham FC': [1, -2, 0],\n",
" 'Liverpool FC': [4, 2, 3],\n",
" 'Queens Park Rangers': [3, -3, 1],\n",
" 'Wigan Athletic': [2, 0, 1],\n",
" 'Newcastle United': [4, 1, 1],\n",
" 'Stoke City': [2, 0, 1],\n",
" 'West Bromwich Albion': [0, -2, 2],\n",
" 'Manchester City': [6, 5, 7],\n",
" 'Tottenham Hotspur': [3, -1, 2],\n",
" 'Sunderland AFC': [1, -1, 1],\n",
" 'Arsenal FC': [1, -2, 0],\n",
" 'Aston Villa': [4, 2, 3],\n",
" 'Everton FC': [0, -3, 0],\n",
" 'Swansea City': [1, -4, 0],\n",
" 'Chelsea FC': [4, 1, 2],\n",
" 'Norwich City': [2, 0, 2],\n",
" 'Wolverhampton Wanderers': [6, 3, 4],\n",
" 'Bolton Wanderers': [3, 3, 6],\n",
" 'Manchester United': [6, 4, 5]}"
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"teams"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [],
"source": [
"# rendezés\n",
"ranking = sorted(teams, key=lambda t: teams[t], reverse=True)"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" 1. Manchester City 5 7 6\n",
" 2. Manchester United 4 5 6\n",
" 3. Wolverhampton Wanderers 3 4 6\n",
" 4. Liverpool FC 2 3 4\n",
" 5. Aston Villa 2 3 4\n",
" 6. Chelsea FC 1 2 4\n",
" 7. Newcastle United 1 1 4\n",
" 8. Bolton Wanderers 3 6 3\n",
" 9. Tottenham Hotspur -1 2 3\n",
"10. Queens Park Rangers -3 1 3\n",
"11. Norwich City 0 2 2\n",
"12. Wigan Athletic 0 1 2\n",
"13. Stoke City 0 1 2\n",
"14. Sunderland AFC -1 1 1\n",
"15. Fulham FC -2 0 1\n",
"16. Arsenal FC -2 0 1\n",
"17. Swansea City -4 0 1\n",
"18. West Bromwich Albion -2 2 0\n",
"19. Blackburn Rovers -3 2 0\n",
"20. Everton FC -3 0 0\n"
]
}
],
"source": [
"# formázott kiírás\n",
"idx = 0\n",
"for t in ranking:\n",
" idx += 1\n",
" s = teams[t]\n",
" print(f'{idx:2}. {t:25} {s[1]:4} {s[2]:4} {s[0]:4}')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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