This is an Exploratory Data Analysis of the top IMDB TV shows
Reading the data after importing the necessary libraries
The Family Man
A working man from the National Investigation Agency tries to protect the nation from terrorism, but he also needs to keep his family safe from his secret job.
Lucifer Morningstar has decided he's had enough of being the dutiful servant in Hell and decides to spend some time on Earth to better understand humanity. He settles in Los Angeles - the City of Angels.
The Handmaid's Tale
Set in a dystopian future, a woman is forced to live as a concubine under a fundamentalist theocratic dictatorship.
A desperate banker, a Haitian-American gang lord and a Cuban-American hacker are forced to work together to unwittingly create their version of the American dream - organized crime 2.0.
Ryan Hansen Solves Crimes on Television
A comedy centered around six 30-something friends who each think the other has it better.
Romantic anthology web series revolving around 12 stories of 12 months of young people on their paths to love.
Friends with Better Lives
This returns a random sample of rows/columns
Chacha Vidhayak Hain Humare
Through a combination of God-given talent and Boston grit, Cam Calloway and Reggie Vaughn have achieved fame and fortune that neither could have imagined growing up in one of the toughest ...
A pair of newlyweds move in next door to a veteran married couple of 25 years.
A programmer's mysterious disappearance leads to the reunion of old friends and the discovery that the strange stories she left behind may hold clues to an impending technological crisis.
Trolls: The Beat Goes On!
Adventures of an anti-terrorism special forces team.
['About', 'runtime', 'Actors']
The features above have missing values, imputation can be done but we aren't building a model. Hence imputing those features would result in misleading insights.
<class 'pandas.core.frame.DataFrame'> Int64Index: 2831 entries, 0 to 2969 Data columns (total 8 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 Title 2831 non-null object 1 About 2831 non-null object 2 runtime 2831 non-null float64 3 Genres 2831 non-null object 4 Actors 2831 non-null object 5 Rating 2831 non-null float64 6 Votes 2831 non-null int64 7 Years 2831 non-null object dtypes: float64(2), int64(1), object(5) memory usage: 199.1+ KB
Collecting wordcloud Downloading wordcloud-184.108.40.206-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (458 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 458.6/458.6 KB 34.9 MB/s eta 0:00:00 Requirement already satisfied: matplotlib in /shared-libs/python3.9/py/lib/python3.9/site-packages (from wordcloud) (3.6.0) Requirement already satisfied: pillow in /shared-libs/python3.9/py/lib/python3.9/site-packages (from wordcloud) (9.2.0) Requirement already satisfied: numpy>=1.6.1 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from wordcloud) (1.23.4) Requirement already satisfied: contourpy>=1.0.1 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from matplotlib->wordcloud) (1.0.5) Requirement already satisfied: kiwisolver>=1.0.1 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from matplotlib->wordcloud) (1.4.4) Requirement already satisfied: fonttools>=4.22.0 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from matplotlib->wordcloud) (4.37.4) Requirement already satisfied: cycler>=0.10 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from matplotlib->wordcloud) (0.11.0) Requirement already satisfied: packaging>=20.0 in /shared-libs/python3.9/py-core/lib/python3.9/site-packages (from matplotlib->wordcloud) (21.3) Requirement already satisfied: python-dateutil>=2.7 in /shared-libs/python3.9/py-core/lib/python3.9/site-packages (from matplotlib->wordcloud) (2.8.2) Requirement already satisfied: pyparsing>=2.2.1 in /shared-libs/python3.9/py-core/lib/python3.9/site-packages (from matplotlib->wordcloud) (3.0.9) Requirement already satisfied: six>=1.5 in /shared-libs/python3.9/py-core/lib/python3.9/site-packages (from python-dateutil>=2.7->matplotlib->wordcloud) (1.16.0) Installing collected packages: wordcloud Successfully installed wordcloud-220.127.116.11 WARNING: You are using pip version 22.0.4; however, version 22.3.1 is available. You should consider upgrading via the '/root/venv/bin/python -m pip install --upgrade pip' command.
Game of Thrones
The Walking Dead
The Big Bang Theory
How I Met Your Mother
A Little Late with Lilly Singh
Set in the 1960s, this British medical drama follows the staff and patients of St Aidan's Royal Free Hospital.
A Colombian remake of the U.S. TV show Breaking Bad. After he is diagnosed with cancer, Walter Blanco teams up with José Miguel Rosas in order to sell crystal meth.
Ben 10 is the fifth iteration of the Ben 10 franchise. It serves as a reboot of the television series loosely based upon the original series.
La rosa de Guadalupe
Stories about people who get into problems who use the help of Virgin Mary and where a rose appears and their problems are solved.
Keeping Up with the Kardashians
A peek inside the exploits and privileged private lives of the blended Kardashian-Jenner family, including sisters Kim, Kourtney, Khloé, Kendall and Kylie.
Four high school friends are not cool or popular, but not total dorks, either.
Follows a group of best friends living, working and playing in the gritty, diverse New York neighborhood of Washington Heights. Though fiercely proud of where they come from, the show ...
The Only Way Is Essex
Stinky the garbage truck and Dirty the backhoe loader are best friends who have lots of adventures together. They find themselves in some strange situations, and try to find resourceful solutions to problems.
In the near future, Norway is occupied by Russia on behalf of the European Union, due to the fact that the newly elected environmental friendly Norwegian government has stopped the all important oil- and gas-production in the North Sea.
Jack Driscoll moves back to the town on the west coast of Ireland where he was born. He takes over his retired father's Garda post, and solves different cases.