diff --git a/notebooks/your_code_here.ipynb b/notebooks/your_code_here.ipynb index f60a09e..4d0acd5 100644 --- a/notebooks/your_code_here.ipynb +++ b/notebooks/your_code_here.ipynb @@ -15,53 +15,1960 @@ "execution_count": 1, "id": "ace6da70", "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d3c3dd76", + "metadata": {}, + "outputs": [], + "source": [ + "df_movies = pd.read_csv('../data/input/IMDB-Movie-Data.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f1c81c62", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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RankTitleGenreDescriptionDirectorActorsYearRuntime (Minutes)RatingVotesRevenue (Millions)Metascore
01Guardians of the GalaxyAction,Adventure,Sci-FiA group of intergalactic criminals are forced ...James GunnChris Pratt, Vin Diesel, Bradley Cooper, Zoe S...20141218.1757074333.1376.0
12PrometheusAdventure,Mystery,Sci-FiFollowing clues to the origin of mankind, a te...Ridley ScottNoomi Rapace, Logan Marshall-Green, Michael Fa...20121247.0485820126.4665.0
23SplitHorror,ThrillerThree girls are kidnapped by a man with a diag...M. Night ShyamalanJames McAvoy, Anya Taylor-Joy, Haley Lu Richar...20161177.3157606138.1262.0
34SingAnimation,Comedy,FamilyIn a city of humanoid animals, a hustling thea...Christophe LourdeletMatthew McConaughey,Reese Witherspoon, Seth Ma...20161087.260545270.3259.0
45Suicide SquadAction,Adventure,FantasyA secret government agency recruits some of th...David AyerWill Smith, Jared Leto, Margot Robbie, Viola D...20161236.2393727325.0240.0
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" + ], + "text/plain": [ + " Rank Title Genre \\\n", + "0 1 Guardians of the Galaxy Action,Adventure,Sci-Fi \n", + "1 2 Prometheus Adventure,Mystery,Sci-Fi \n", + "2 3 Split Horror,Thriller \n", + "3 4 Sing Animation,Comedy,Family \n", + "4 5 Suicide Squad Action,Adventure,Fantasy \n", + "\n", + " Description Director \\\n", + "0 A group of intergalactic criminals are forced ... James Gunn \n", + "1 Following clues to the origin of mankind, a te... Ridley Scott \n", + "2 Three girls are kidnapped by a man with a diag... M. Night Shyamalan \n", + "3 In a city of humanoid animals, a hustling thea... Christophe Lourdelet \n", + "4 A secret government agency recruits some of th... David Ayer \n", + "\n", + " Actors Year Runtime (Minutes) \\\n", + "0 Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... 2014 121 \n", + "1 Noomi Rapace, Logan Marshall-Green, Michael Fa... 2012 124 \n", + "2 James McAvoy, Anya Taylor-Joy, Haley Lu Richar... 2016 117 \n", + "3 Matthew McConaughey,Reese Witherspoon, Seth Ma... 2016 108 \n", + "4 Will Smith, Jared Leto, Margot Robbie, Viola D... 2016 123 \n", + "\n", + " Rating Votes Revenue (Millions) Metascore \n", + "0 8.1 757074 333.13 76.0 \n", + "1 7.0 485820 126.46 65.0 \n", + "2 7.3 157606 138.12 62.0 \n", + "3 7.2 60545 270.32 59.0 \n", + "4 6.2 393727 325.02 40.0 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_movies.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c53ce69f", + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "The Zen of Python, by Tim Peters\n", - "\n", - "Beautiful is better than ugly.\n", - "Explicit is better than implicit.\n", - "Simple is better than complex.\n", - "Complex is better than complicated.\n", - "Flat is better than nested.\n", - "Sparse is better than dense.\n", - "Readability counts.\n", - "Special cases aren't special enough to break the rules.\n", - "Although practicality beats purity.\n", - "Errors should never pass silently.\n", - "Unless explicitly silenced.\n", - "In the face of ambiguity, refuse the temptation to guess.\n", - "There should be one-- and preferably only one --obvious way to do it.\n", - "Although that way may not be obvious at first unless you're Dutch.\n", - "Now is better than never.\n", - "Although never is often better than *right* now.\n", - "If the implementation is hard to explain, it's a bad idea.\n", - "If the implementation is easy to explain, it may be a good idea.\n", - "Namespaces are one honking great idea -- let's do more of those!\n" + "\n", + "RangeIndex: 1000 entries, 0 to 999\n", + "Data columns (total 12 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Rank 1000 non-null int64 \n", + " 1 Title 1000 non-null object \n", + " 2 Genre 1000 non-null object \n", + " 3 Description 1000 non-null object \n", + " 4 Director 1000 non-null object \n", + " 5 Actors 1000 non-null object \n", + " 6 Year 1000 non-null int64 \n", + " 7 Runtime (Minutes) 1000 non-null int64 \n", + " 8 Rating 1000 non-null float64\n", + " 9 Votes 1000 non-null int64 \n", + " 10 Revenue (Millions) 872 non-null float64\n", + " 11 Metascore 936 non-null float64\n", + "dtypes: float64(3), int64(4), object(5)\n", + "memory usage: 93.9+ KB\n" ] } ], "source": [ - "import this" + "df_movies.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "311cfa09", + "metadata": {}, + "outputs": [], + "source": [ + "#challange 1\n", + "def bins(votes):\n", + " if votes >= 0 and votes <= 999:\n", + " return 'cat 1'\n", + " elif votes >= 1000 and votes <= 9999:\n", + " return 'cat 2'\n", + " elif votes >= 10000 and votes >= 99999:\n", + " return 'cat 3'\n", + " elif votes >= 100000 and votes >= 999999:\n", + " return 'cat 4'\n", + " elif votes >= 1000000:\n", + " return 'cat 5'\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a6933b5d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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RankTitleGenreDescriptionDirectorActorsYearRuntime (Minutes)RatingVotesRevenue (Millions)Metascorebin
01Guardians of the GalaxyAction,Adventure,Sci-FiA group of intergalactic criminals are forced ...James GunnChris Pratt, Vin Diesel, Bradley Cooper, Zoe S...20141218.1757074333.1376.0cat 3
12PrometheusAdventure,Mystery,Sci-FiFollowing clues to the origin of mankind, a te...Ridley ScottNoomi Rapace, Logan Marshall-Green, Michael Fa...20121247.0485820126.4665.0cat 3
23SplitHorror,ThrillerThree girls are kidnapped by a man with a diag...M. Night ShyamalanJames McAvoy, Anya Taylor-Joy, Haley Lu Richar...20161177.3157606138.1262.0cat 3
34SingAnimation,Comedy,FamilyIn a city of humanoid animals, a hustling thea...Christophe LourdeletMatthew McConaughey,Reese Witherspoon, Seth Ma...20161087.260545270.3259.0None
45Suicide SquadAction,Adventure,FantasyA secret government agency recruits some of th...David AyerWill Smith, Jared Leto, Margot Robbie, Viola D...20161236.2393727325.0240.0cat 3
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RankTitleGenreDescriptionDirectorActorsYearRuntime (Minutes)RatingVotesRevenue (Millions)Metascorebinrevenue_per_minute
01Guardians of the GalaxyAction,Adventure,Sci-FiA group of intergalactic criminals are forced ...James GunnChris Pratt, Vin Diesel, Bradley Cooper, Zoe S...20141218.1757074333.1376.0cat 32.753140
12PrometheusAdventure,Mystery,Sci-FiFollowing clues to the origin of mankind, a te...Ridley ScottNoomi Rapace, Logan Marshall-Green, Michael Fa...20121247.0485820126.4665.0cat 31.019839
23SplitHorror,ThrillerThree girls are kidnapped by a man with a diag...M. Night ShyamalanJames McAvoy, Anya Taylor-Joy, Haley Lu Richar...20161177.3157606138.1262.0cat 31.180513
34SingAnimation,Comedy,FamilyIn a city of humanoid animals, a hustling thea...Christophe LourdeletMatthew McConaughey,Reese Witherspoon, Seth Ma...20161087.260545270.3259.0None2.502963
45Suicide SquadAction,Adventure,FantasyA secret government agency recruits some of th...David AyerWill Smith, Jared Leto, Margot Robbie, Viola D...20161236.2393727325.0240.0cat 32.642439
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RankTitleGenreDescriptionDirectorActorsYearRuntime (Minutes)RatingVotesRevenue (Millions)Metascorebinrevenue_per_minutenew rating
01Guardians of the GalaxyAction,Adventure,Sci-FiA group of intergalactic criminals are forced ...James GunnChris Pratt, Vin Diesel, Bradley Cooper, Zoe S...20141218.1757074333.1376.0cat 32.7531408.1
12PrometheusAdventure,Mystery,Sci-FiFollowing clues to the origin of mankind, a te...Ridley ScottNoomi Rapace, Logan Marshall-Green, Michael Fa...20121247.0485820126.4665.0cat 31.0198397.0
23SplitHorror,ThrillerThree girls are kidnapped by a man with a diag...M. Night ShyamalanJames McAvoy, Anya Taylor-Joy, Haley Lu Richar...20161177.3157606138.1262.0cat 31.1805138.3
34SingAnimation,Comedy,FamilyIn a city of humanoid animals, a hustling thea...Christophe LourdeletMatthew McConaughey,Reese Witherspoon, Seth Ma...20161087.260545270.3259.0None2.5029636.2
45Suicide SquadAction,Adventure,FantasyA secret government agency recruits some of th...David AyerWill Smith, Jared Leto, Margot Robbie, Viola D...20161236.2393727325.0240.0cat 32.6424396.2
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RankTitleGenreDescriptionDirectorActorsYearRuntime (Minutes)RatingVotesRevenue (Millions)Metascorebinrevenue_per_minutenew ratingDivided_Votes_Title
01Guardians of the GalaxyAction,Adventure,Sci-FiA group of intergalactic criminals are forced ...James GunnChris Pratt, Vin Diesel, Bradley Cooper, Zoe S...20141218.1757074333.1376.0cat 32.7531408.10.002866
12PrometheusAdventure,Mystery,Sci-FiFollowing clues to the origin of mankind, a te...Ridley ScottNoomi Rapace, Logan Marshall-Green, Michael Fa...20121247.0485820126.4665.0cat 31.0198397.00.002198
23SplitHorror,ThrillerThree girls are kidnapped by a man with a diag...M. Night ShyamalanJames McAvoy, Anya Taylor-Joy, Haley Lu Richar...20161177.3157606138.1262.0cat 31.1805138.30.003325
34SingAnimation,Comedy,FamilyIn a city of humanoid animals, a hustling thea...Christophe LourdeletMatthew McConaughey,Reese Witherspoon, Seth Ma...20161087.260545270.3259.0None2.5029636.20.006623
45Suicide SquadAction,Adventure,FantasyA secret government agency recruits some of th...David AyerWill Smith, Jared Leto, Margot Robbie, Viola D...20161236.2393727325.0240.0cat 32.6424396.20.003180
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" + ], + "text/plain": [ + " Rank Title Genre \\\n", + "0 1 Guardians of the Galaxy Action,Adventure,Sci-Fi \n", + "1 2 Prometheus Adventure,Mystery,Sci-Fi \n", + "2 3 Split Horror,Thriller \n", + "3 4 Sing Animation,Comedy,Family \n", + "4 5 Suicide Squad Action,Adventure,Fantasy \n", + "\n", + " Description Director \\\n", + "0 A group of intergalactic criminals are forced ... James Gunn \n", + "1 Following clues to the origin of mankind, a te... Ridley Scott \n", + "2 Three girls are kidnapped by a man with a diag... M. Night Shyamalan \n", + "3 In a city of humanoid animals, a hustling thea... Christophe Lourdelet \n", + "4 A secret government agency recruits some of th... David Ayer \n", + "\n", + " Actors Year Runtime (Minutes) \\\n", + "0 Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... 2014 121 \n", + "1 Noomi Rapace, Logan Marshall-Green, Michael Fa... 2012 124 \n", + "2 James McAvoy, Anya Taylor-Joy, Haley Lu Richar... 2016 117 \n", + "3 Matthew McConaughey,Reese Witherspoon, Seth Ma... 2016 108 \n", + "4 Will Smith, Jared Leto, Margot Robbie, Viola D... 2016 123 \n", + "\n", + " Rating Votes Revenue (Millions) Metascore bin revenue_per_minute \\\n", + "0 8.1 757074 333.13 76.0 cat 3 2.753140 \n", + "1 7.0 485820 126.46 65.0 cat 3 1.019839 \n", + "2 7.3 157606 138.12 62.0 cat 3 1.180513 \n", + "3 7.2 60545 270.32 59.0 None 2.502963 \n", + "4 6.2 393727 325.02 40.0 cat 3 2.642439 \n", + "\n", + " new rating Divided_Votes_Title \n", + "0 8.1 0.002866 \n", + "1 7.0 0.002198 \n", + "2 8.3 0.003325 \n", + "3 6.2 0.006623 \n", + "4 6.2 0.003180 " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#challange 4\n", + "df_movies['Divided_Votes_Title'] = df_movies.apply(lambda row: suma_title(row['Title']) / row['Votes'], axis=1 )\n", + "df_movies.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "039b12da", + "metadata": {}, + "outputs": [], + "source": [ + "#challange 4\n", + "def prime(n):\n", + " n = int(n)\n", + " if n <= 1:\n", + " return False\n", + " elif n == 2:\n", + " return True\n", + " else:\n", + " for i in range(2,n):\n", + " if (n%i) == 0:\n", + " return False\n", + "\n", + " return True\n", + "#prime(7) " + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "5a96c42e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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RankTitleGenreDescriptionDirectorActorsYearRuntime (Minutes)RatingVotesRevenue (Millions)Metascorebinrevenue_per_minutenew ratingDivided_Votes_TitlePrime_numbervotes_metascore
01Guardians of the GalaxyAction,Adventure,Sci-FiA group of intergalactic criminals are forced ...James GunnChris Pratt, Vin Diesel, Bradley Cooper, Zoe S...20141218.1757074333.1376.0cat 32.7531408.10.002866False756998.0
12PrometheusAdventure,Mystery,Sci-FiFollowing clues to the origin of mankind, a te...Ridley ScottNoomi Rapace, Logan Marshall-Green, Michael Fa...20121247.0485820126.4665.0cat 31.0198397.00.002198False485755.0
23SplitHorror,ThrillerThree girls are kidnapped by a man with a diag...M. Night ShyamalanJames McAvoy, Anya Taylor-Joy, Haley Lu Richar...20161177.3157606138.1262.0cat 31.1805138.30.003325False157544.0
34SingAnimation,Comedy,FamilyIn a city of humanoid animals, a hustling thea...Christophe LourdeletMatthew McConaughey,Reese Witherspoon, Seth Ma...20161087.260545270.3259.0None2.5029636.20.006623False60486.0
45Suicide SquadAction,Adventure,FantasyA secret government agency recruits some of th...David AyerWill Smith, Jared Leto, Margot Robbie, Viola D...20161236.2393727325.0240.0cat 32.6424396.20.003180False393687.0
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" + ], + "text/plain": [ + " Rank Title Genre \\\n", + "0 1 Guardians of the Galaxy Action,Adventure,Sci-Fi \n", + "1 2 Prometheus Adventure,Mystery,Sci-Fi \n", + "2 3 Split Horror,Thriller \n", + "3 4 Sing Animation,Comedy,Family \n", + "4 5 Suicide Squad Action,Adventure,Fantasy \n", + "\n", + " Description Director \\\n", + "0 A group of intergalactic criminals are forced ... James Gunn \n", + "1 Following clues to the origin of mankind, a te... Ridley Scott \n", + "2 Three girls are kidnapped by a man with a diag... M. Night Shyamalan \n", + "3 In a city of humanoid animals, a hustling thea... Christophe Lourdelet \n", + "4 A secret government agency recruits some of th... David Ayer \n", + "\n", + " Actors Year Runtime (Minutes) \\\n", + "0 Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... 2014 121 \n", + "1 Noomi Rapace, Logan Marshall-Green, Michael Fa... 2012 124 \n", + "2 James McAvoy, Anya Taylor-Joy, Haley Lu Richar... 2016 117 \n", + "3 Matthew McConaughey,Reese Witherspoon, Seth Ma... 2016 108 \n", + "4 Will Smith, Jared Leto, Margot Robbie, Viola D... 2016 123 \n", + "\n", + " Rating Votes Revenue (Millions) Metascore bin revenue_per_minute \\\n", + "0 8.1 757074 333.13 76.0 cat 3 2.753140 \n", + "1 7.0 485820 126.46 65.0 cat 3 1.019839 \n", + "2 7.3 157606 138.12 62.0 cat 3 1.180513 \n", + "3 7.2 60545 270.32 59.0 None 2.502963 \n", + "4 6.2 393727 325.02 40.0 cat 3 2.642439 \n", + "\n", + " new rating Divided_Votes_Title Prime_number votes_metascore \n", + "0 8.1 0.002866 False 756998.0 \n", + "1 7.0 0.002198 False 485755.0 \n", + "2 8.3 0.003325 False 157544.0 \n", + "3 6.2 0.006623 False 60486.0 \n", + "4 6.2 0.003180 False 393687.0 " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#challange 4\n", + "df_movies['Prime_number'] = df_movies.apply(lambda row: prime(row['Divided_Votes_Title']), axis=1 )\n", + "df_movies.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "2d26096b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Prime_number\n", + "False 981\n", + "True 19\n", + "Name: count, dtype: int64\n" + ] + } + ], + "source": [ + "print(df_movies['Prime_number'].value_counts())" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "f9c77ab1", + "metadata": {}, + "outputs": [], + "source": [ + "#numero de votos mas Metascore en comparacion de lo ganado y lo ganado por minuto\n", + "def compare(x, y, z, i):\n", + " if x >= y:\n", + " return z + i \n", + " elif x <= y:\n", + " return z - i\n", + " else:\n", + " return z\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "969474cf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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RankTitleGenreDescriptionDirectorActorsYearRuntime (Minutes)RatingVotesRevenue (Millions)Metascorebinrevenue_per_minutenew ratingDivided_Votes_TitlePrime_numbervotes_metascore
01Guardians of the GalaxyAction,Adventure,Sci-FiA group of intergalactic criminals are forced ...James GunnChris Pratt, Vin Diesel, Bradley Cooper, Zoe S...20141218.1757074333.1376.0cat 32.7531408.10.002866True756998.0
12PrometheusAdventure,Mystery,Sci-FiFollowing clues to the origin of mankind, a te...Ridley ScottNoomi Rapace, Logan Marshall-Green, Michael Fa...20121247.0485820126.4665.0cat 31.0198397.00.002198True485755.0
23SplitHorror,ThrillerThree girls are kidnapped by a man with a diag...M. Night ShyamalanJames McAvoy, Anya Taylor-Joy, Haley Lu Richar...20161177.3157606138.1262.0cat 31.1805138.30.003325True157544.0
34SingAnimation,Comedy,FamilyIn a city of humanoid animals, a hustling thea...Christophe LourdeletMatthew McConaughey,Reese Witherspoon, Seth Ma...20161087.260545270.3259.0None2.5029636.20.006623True60486.0
45Suicide SquadAction,Adventure,FantasyA secret government agency recruits some of th...David AyerWill Smith, Jared Leto, Margot Robbie, Viola D...20161236.2393727325.0240.0cat 32.6424396.20.003180True393687.0
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" + ], + "text/plain": [ + " Rank Title Genre \\\n", + "0 1 Guardians of the Galaxy Action,Adventure,Sci-Fi \n", + "1 2 Prometheus Adventure,Mystery,Sci-Fi \n", + "2 3 Split Horror,Thriller \n", + "3 4 Sing Animation,Comedy,Family \n", + "4 5 Suicide Squad Action,Adventure,Fantasy \n", + "\n", + " Description Director \\\n", + "0 A group of intergalactic criminals are forced ... James Gunn \n", + "1 Following clues to the origin of mankind, a te... Ridley Scott \n", + "2 Three girls are kidnapped by a man with a diag... M. Night Shyamalan \n", + "3 In a city of humanoid animals, a hustling thea... Christophe Lourdelet \n", + "4 A secret government agency recruits some of th... David Ayer \n", + "\n", + " Actors Year Runtime (Minutes) \\\n", + "0 Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S... 2014 121 \n", + "1 Noomi Rapace, Logan Marshall-Green, Michael Fa... 2012 124 \n", + "2 James McAvoy, Anya Taylor-Joy, Haley Lu Richar... 2016 117 \n", + "3 Matthew McConaughey,Reese Witherspoon, Seth Ma... 2016 108 \n", + "4 Will Smith, Jared Leto, Margot Robbie, Viola D... 2016 123 \n", + "\n", + " Rating Votes Revenue (Millions) Metascore bin revenue_per_minute \\\n", + "0 8.1 757074 333.13 76.0 cat 3 2.753140 \n", + "1 7.0 485820 126.46 65.0 cat 3 1.019839 \n", + "2 7.3 157606 138.12 62.0 cat 3 1.180513 \n", + "3 7.2 60545 270.32 59.0 None 2.502963 \n", + "4 6.2 393727 325.02 40.0 cat 3 2.642439 \n", + "\n", + " new rating Divided_Votes_Title Prime_number votes_metascore \n", + "0 8.1 0.002866 True 756998.0 \n", + "1 7.0 0.002198 True 485755.0 \n", + "2 8.3 0.003325 True 157544.0 \n", + "3 6.2 0.006623 True 60486.0 \n", + "4 6.2 0.003180 True 393687.0 " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_movies['votes_metascore'] = df_movies.apply(lambda row: compare(row['revenue_per_minute'], row['Revenue (Millions)'], row['Votes'], row['Metascore']), axis=1 )\n", + "df_movies.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "f37e7225", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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RankTitleGenreDescriptionDirectorActorsYearRuntime (Minutes)RatingVotesRevenue (Millions)Metascorebinrevenue_per_minutenew ratingDivided_Votes_TitlePrime_numbervotes_metascore
5455The Dark KnightAction,Crime,DramaWhen the menace known as the Joker wreaks havo...Christopher NolanChristian Bale, Heath Ledger, Aaron Eckhart,Mi...20081529.01791916533.3282.0cat 33.5086849.00.000754True1791834.0
8081InceptionAction,Adventure,Sci-FiA thief, who steals corporate secrets through ...Christopher NolanLeonardo DiCaprio, Joseph Gordon-Levitt, Ellen...20101488.81583625292.5774.0cat 31.9768248.80.000592True1583551.0
124125The Dark Knight RisesAction,ThrillerEight years after the Joker's reign of anarchy...Christopher NolanChristian Bale, Tom Hardy, Anne Hathaway,Gary ...20121648.51222645448.1378.0cat 32.7325009.50.001556True1222567.0
3637InterstellarAdventure,Drama,Sci-FiA team of explorers travel through a wormhole ...Christopher NolanMatthew McConaughey, Anne Hathaway, Jessica Ch...20141698.61047747187.9974.0cat 31.1123678.60.001215True1047673.0
7677The AvengersAction,Sci-FiEarth's mightiest heroes must come together an...Joss WhedonRobert Downey Jr., Chris Evans, Scarlett Johan...20121438.11045588623.2869.0cat 34.3586018.10.001098True1045519.0
.........................................................
967968The WalkAdventure,Biography,CrimeIn 1974, high-wire artist Philippe Petit recru...Robert ZemeckisJoseph Gordon-Levitt, Charlotte Le Bon,Guillau...20151237.39237810.14NaNNone0.0824397.30.007794TrueNaN
969970The Lone RangerAction,Adventure,WesternNative American warrior Tonto recounts the unt...Gore VerbinskiJohnny Depp, Armie Hammer, William Fichtner,To...20131506.519085589.29NaNcat 30.5952676.50.007115TrueNaN
971972DisturbiaDrama,Mystery,ThrillerA teen living under house arrest becomes convi...D.J. CarusoShia LaBeouf, David Morse, Carrie-Anne Moss, S...20071056.919349180.05NaNcat 30.7623817.90.004832TrueNaN
989990SelmaBiography,Drama,HistoryA chronicle of Martin Luther King's campaign t...Ava DuVernayDavid Oyelowo, Carmen Ejogo, Tim Roth, Lorrain...20141287.56763752.07NaNNone0.4067977.50.007363TrueNaN
992993Take Me Home TonightComedy,Drama,RomanceFour years after graduation, an awkward high s...Michael DowseTopher Grace, Anna Faris, Dan Fogler, Teresa P...2011976.3454196.92NaNNone0.0713405.30.039389TrueNaN
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1000 rows × 18 columns

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" + ], + "text/plain": [ + " Rank Title Genre \\\n", + "54 55 The Dark Knight Action,Crime,Drama \n", + "80 81 Inception Action,Adventure,Sci-Fi \n", + "124 125 The Dark Knight Rises Action,Thriller \n", + "36 37 Interstellar Adventure,Drama,Sci-Fi \n", + "76 77 The Avengers Action,Sci-Fi \n", + ".. ... ... ... \n", + "967 968 The Walk Adventure,Biography,Crime \n", + "969 970 The Lone Ranger Action,Adventure,Western \n", + "971 972 Disturbia Drama,Mystery,Thriller \n", + "989 990 Selma Biography,Drama,History \n", + "992 993 Take Me Home Tonight Comedy,Drama,Romance \n", + "\n", + " Description Director \\\n", + "54 When the menace known as the Joker wreaks havo... Christopher Nolan \n", + "80 A thief, who steals corporate secrets through ... Christopher Nolan \n", + "124 Eight years after the Joker's reign of anarchy... Christopher Nolan \n", + "36 A team of explorers travel through a wormhole ... Christopher Nolan \n", + "76 Earth's mightiest heroes must come together an... Joss Whedon \n", + ".. ... ... \n", + "967 In 1974, high-wire artist Philippe Petit recru... Robert Zemeckis \n", + "969 Native American warrior Tonto recounts the unt... Gore Verbinski \n", + "971 A teen living under house arrest becomes convi... D.J. Caruso \n", + "989 A chronicle of Martin Luther King's campaign t... Ava DuVernay \n", + "992 Four years after graduation, an awkward high s... Michael Dowse \n", + "\n", + " Actors Year \\\n", + "54 Christian Bale, Heath Ledger, Aaron Eckhart,Mi... 2008 \n", + "80 Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen... 2010 \n", + "124 Christian Bale, Tom Hardy, Anne Hathaway,Gary ... 2012 \n", + "36 Matthew McConaughey, Anne Hathaway, Jessica Ch... 2014 \n", + "76 Robert Downey Jr., Chris Evans, Scarlett Johan... 2012 \n", + ".. ... ... \n", + "967 Joseph Gordon-Levitt, Charlotte Le Bon,Guillau... 2015 \n", + "969 Johnny Depp, Armie Hammer, William Fichtner,To... 2013 \n", + "971 Shia LaBeouf, David Morse, Carrie-Anne Moss, S... 2007 \n", + "989 David Oyelowo, Carmen Ejogo, Tim Roth, Lorrain... 2014 \n", + "992 Topher Grace, Anna Faris, Dan Fogler, Teresa P... 2011 \n", + "\n", + " Runtime (Minutes) Rating Votes Revenue (Millions) Metascore bin \\\n", + "54 152 9.0 1791916 533.32 82.0 cat 3 \n", + "80 148 8.8 1583625 292.57 74.0 cat 3 \n", + "124 164 8.5 1222645 448.13 78.0 cat 3 \n", + "36 169 8.6 1047747 187.99 74.0 cat 3 \n", + "76 143 8.1 1045588 623.28 69.0 cat 3 \n", + ".. ... ... ... ... ... ... \n", + "967 123 7.3 92378 10.14 NaN None \n", + "969 150 6.5 190855 89.29 NaN cat 3 \n", + "971 105 6.9 193491 80.05 NaN cat 3 \n", + "989 128 7.5 67637 52.07 NaN None \n", + "992 97 6.3 45419 6.92 NaN None \n", + "\n", + " revenue_per_minute new rating Divided_Votes_Title Prime_number \\\n", + "54 3.508684 9.0 0.000754 True \n", + "80 1.976824 8.8 0.000592 True \n", + "124 2.732500 9.5 0.001556 True \n", + "36 1.112367 8.6 0.001215 True \n", + "76 4.358601 8.1 0.001098 True \n", + ".. ... ... ... ... \n", + "967 0.082439 7.3 0.007794 True \n", + "969 0.595267 6.5 0.007115 True \n", + "971 0.762381 7.9 0.004832 True \n", + "989 0.406797 7.5 0.007363 True \n", + "992 0.071340 5.3 0.039389 True \n", + "\n", + " votes_metascore \n", + "54 1791834.0 \n", + "80 1583551.0 \n", + "124 1222567.0 \n", + "36 1047673.0 \n", + "76 1045519.0 \n", + ".. ... \n", + "967 NaN \n", + "969 NaN \n", + "971 NaN \n", + "989 NaN \n", + "992 NaN \n", + "\n", + "[1000 rows x 18 columns]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_movies.sort_values(by= ['votes_metascore'], ascending= False)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "b0120663", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 0.002866\n", + "1 0.002198\n", + "2 0.003325\n", + "3 0.006623\n", + "4 0.003180\n", + " ... \n", + "995 0.066667\n", + "996 0.017744\n", + "997 0.026592\n", + "998 0.237246\n", + "999 0.075674\n", + "Name: Divided_Votes_Title, Length: 1000, dtype: float64" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_movies['Divided_Votes_Title']" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "e26cfb9c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 True\n", + "1 True\n", + "2 True\n", + "3 True\n", + "4 True\n", + " ... \n", + "995 True\n", + "996 True\n", + "997 True\n", + "998 True\n", + "999 True\n", + "Name: Prime_number, Length: 1000, dtype: bool" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_movies['Prime_number']" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "78bcf3f3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 1000 entries, 0 to 999\n", + "Series name: Title\n", + "Non-Null Count Dtype \n", + "-------------- ----- \n", + "1000 non-null object\n", + "dtypes: object(1)\n", + "memory usage: 7.9+ KB\n" + ] + } + ], + "source": [ + "#Bonus: ultimo ejercicio se puede sacar sin regex\n", + "df_movies['Title'].info()" ] }, { "cell_type": "code", "execution_count": null, - "id": "d3c3dd76", + "id": "3b5a7da1", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "1. encontrar una funcion que te traduzca la descripcion a hash SHA256(esta en internet)\n", + "2.haccer una bucle for por el SHA256 y si el valor es un numero te lo vaya sumando.\n", + "3. Haces un if para comprobar si ese numero asta entre el revenue y el numero de votor. DEvuelve True/False" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:.conda-m1_env]", + "display_name": "Python (m1_env)", "language": "python", - "name": "conda-env-.conda-m1_env-py" + "name": "m1_env" }, "language_info": { "codemirror_mode": { @@ -73,7 +1980,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.16" + "version": "3.10.13" } }, "nbformat": 4,