In [10]:
import pandas as pd
kohli=pd.read_csv('kohli_ipl.csv')
print(kohli)
type(kohli)
0
1
2
3
4
..
210
211
212
213
214
match_no
1
2
3
4
5
...
211
212
213
214
215
runs
1
23
13
12
1
...
0
20
73
25
7
[215 rows x 2 columns]
Out[10]: pandas.core.frame.DataFrame
In [11]:
# Making DataFrame to DataSeries
kohli=pd.read_csv('kohli_ipl.csv',index_col='match_no',squeeze=True)
print(kohli)
type(kohli)
match_no
1
1
2
23
3
13
4
12
5
1
..
211
0
212
20
213
73
214
25
215
7
Name: runs, Length: 215, dtype: int64
Out[11]: pandas.core.series.Series
In [29]:
#Sorting Values Ascending
kohli=kohli.sort_values(ascending=True)
In [31]:
#Kohli's Lowest 10 Scoring Match
kohli.head(10)
Out[31]: match_no
87
0
93
0
207
0
206
0
135
0
211
0
8
0
130
0
91
0
204
1
Name: runs, dtype: int64
In [33]:
kohli1=kohli.sort_values(ascending=False)
In [34]:
#Kohli's Top 10 Scoring Match
kohli1.head(10)
Out[34]: match_no
128
113
126
109
123
108
120
100
164
100
82
99
81
93
145
92
178
90
160
84
Name: runs, dtype: int64
In [38]:
kohli[kohli.values==0].shape[0]
Out[38]: 9
In [41]:
#How Many times kohli is out in nervous 90
kohli[(kohli.values>90) & (kohli.values<100)]
Out[41]: match_no
145
92
81
93
82
99
Name: runs, dtype: int64
In [1]:
#########################################################################
In [2]:
import pandas as pd
movies=pd.read_csv("movies.csv")
print(movies)
0
1
2
3
4
...
1624
1625
1626
1627
1628
title_x
Uri: The Surgical Strike
Battalion 609
The Accidental Prime Minister (film)
Why Cheat India
Evening Shadows
...
Tera Mera Saath Rahen
Yeh Zindagi Ka Safar
Sabse Bada Sukh
Daaka
Humsafar
imdb_id
tt8291224
tt9472208
tt6986710
tt8108208
tt6028796
...
tt0301250
tt0298607
tt0069204
tt10833860
tt2403201
0
1
2
3
4
...
1624
1625
1626
1627
poster_path
https://upload.wikimedia.org/wikipedia/en/thum...
NaN
https://upload.wikimedia.org/wikipedia/en/thum...
https://upload.wikimedia.org/wikipedia/en/thum...
NaN
...
https://upload.wikimedia.org/wikipedia/en/2/2b...
https://upload.wikimedia.org/wikipedia/en/thum...
NaN
https://upload.wikimedia.org/wikipedia/en/thum...
\
\
1628
https://upload.wikimedia.org/wikipedia/en/thum...
0
1
2
3
4
...
1624
1625
1626
1627
1628
wiki_link
https://en.wikipedia.org/wiki/Uri:_The_Surgica...
https://en.wikipedia.org/wiki/Battalion_609
https://en.wikipedia.org/wiki/The_Accidental_P...
https://en.wikipedia.org/wiki/Why_Cheat_India
https://en.wikipedia.org/wiki/Evening_Shadows
...
https://en.wikipedia.org/wiki/Tera_Mera_Saath_...
https://en.wikipedia.org/wiki/Yeh_Zindagi_Ka_S...
https://en.wikipedia.org/wiki/Sabse_Bada_Sukh
https://en.wikipedia.org/wiki/Daaka
https://en.wikipedia.org/wiki/Humsafar
0
1
2
3
4
...
1624
1625
1626
1627
1628
title_y
Uri: The Surgical Strike
Battalion 609
The Accidental Prime Minister
Why Cheat India
Evening Shadows
...
Tera Mera Saath Rahen
Yeh Zindagi Ka Safar
Sabse Bada Sukh
Daaka
Humsafar
0
1
2
3
4
...
1624
1625
1626
1627
1628
year_of_release runtime
2019
138
2019
131
2019
112
2019
121
2018
102
...
...
2001
148
2001
146
2018
\N
2019
136
2011
35
0
1
2
3
4
...
1624
1625
1626
1627
1628
story
Divided over five chapters the film chronicle...
The story revolves around a cricket match betw...
Based on the memoir by Indian policy analyst S...
The movie focuses on existing malpractices in ...
While gay rights and marriage equality has bee...
...
Raj Dixit lives with his younger brother Rahu...
Hindi pop-star Sarina Devan lives a wealthy ...
Village born Lalloo re-locates to Bombay and ...
Shinda tries robbing a bank so he can be wealt...
Sara and Ashar are childhood friends who share...
0
1
2
3
4
...
1624
1625
1626
1627
summary tagline
Indian army special forces execute a covert op...
NaN
The story of Battalion 609 revolves around a c...
NaN
Explores Manmohan Singh's tenure as the Prime ...
NaN
The movie focuses on existing malpractices in ...
NaN
Under the 'Evening Shadows' truth often plays...
NaN
...
...
A man is torn between his handicapped brother ...
NaN
A singer finds out she was adopted when the ed...
NaN
Village born Lalloo re-locates to Bombay and ...
NaN
Shinda tries robbing a bank so he can be wealt...
NaN
\
original_title
Uri: The Surgical Strike
Battalion 609
The Accidental Prime Minister
Why Cheat India
Evening Shadows
...
Tera Mera Saath Rahen
Yeh Zindagi Ka Safar
Sabse Bada Sukh
Daaka
Humsafar
genres
Action|Drama|War
War
Biography|Drama
Crime|Drama
Drama
...
Drama
Drama
Comedy|Drama
Action
Drama|Romance
imdb_rating
8.4
4.1
6.1
6.0
7.3
...
4.9
3.0
6.1
7.4
9.0
is_adult
0
0
0
0
0
...
0
0
0
0
0
imdb_votes
35112
73
5549
1891
280
...
278
133
13
38
2968
\
\
\
\
1628
Ashar and Khirad are forced to get married due...
0
1
2
3
4
...
1624
1625
1626
1627
1628
actors
Vicky Kaushal|Paresh Rawal|Mohit Raina|Yami Ga...
Vicky Ahuja|Shoaib Ibrahim|Shrikant Kamat|Elen...
Anupam Kher|Akshaye Khanna|Aahana Kumra|Atul S...
Emraan Hashmi|Shreya Dhanwanthary|Snighdadeep ...
Mona Ambegaonkar|Ananth Narayan Mahadevan|Deva...
...
Ajay Devgn|Sonali Bendre|Namrata Shirodkar|Pre...
Ameesha Patel|Jimmy Sheirgill|Nafisa Ali|Gulsh...
Vijay Arora|Asrani|Rajni Bala|Kumud Damle|Utpa...
Gippy Grewal|Zareen Khan|
Fawad Khan|
0
1
2
3
4
...
1624
1625
1626
1627
1628
wins_nominations
4 wins
NaN
NaN
NaN
17 wins & 1 nomination
...
NaN
NaN
NaN
NaN
NaN
NaN
\
release_date
11 January 2019 (USA)
11 January 2019 (India)
11 January 2019 (USA)
18 January 2019 (USA)
11 January 2019 (India)
...
7 November 2001 (India)
16 November 2001 (India)
NaN
1 November 2019 (USA)
TV Series (2011–2012)
[1629 rows x 18 columns]
In [3]:
#How Many Movie Released in Year 2019
movies[movies['year_of_release']==2019]
title_x
imdb_id
poster_path
0
Uri: The
Surgical
Strike
tt8291224
https://upload.wikimedia.org/wikipedia/en/thum...
https://en.wikipedia.org/wiki/
1
Battalion
609
tt9472208
NaN
https://en.wikipedia.org/w
2
The
Accidental
Prime
Minister
(film)
tt6986710
https://upload.wikimedia.org/wikipedia/en/thum...
https://en.wikipedia.org/wiki/T
3
Why Cheat
India
tt8108208
https://upload.wikimedia.org/wikipedia/en/thum...
https://en.wikipedia.org/wiki
tt5013008
https://upload.wikimedia.org/wikipedia/en/thum...
https://en.wikipedia.org/w
Out[3]:
6
Fraud
Saiyaan
title_x
imdb_id
poster_path
...
...
...
...
76
Commando
3 (film)
tt8983168
https://upload.wikimedia.org/wikipedia/en/thum...
https://en.wikipedia.org/wiki/Co
77
Mardaani 2
tt5668770
https://upload.wikimedia.org/wikipedia/en/thum...
https://en.wikipedia.org
78
Dabangg 3
tt7059844
https://upload.wikimedia.org/wikipedia/en/thum...
https://en.wikipedia.org
79
Good
Newwz
tt8504014
NaN
https://en.wikipedia.org/w
1627
Daaka
tt10833860
https://upload.wikimedia.org/wikipedia/en/thum...
https://en.wikiped
75 rows × 18 columns
In [4]:
movies[movies['year_of_release']==2019].shape[0]
Out[4]: 75
In [5]:
#Movie List with IMDB Rating > 7
movies[movies["imdb_rating"]>=7].shape[0]
Out[5]: 361
In [6]:
#List out the movies with title and story whose imdb votes > 20000
story=movies[(movies['imdb_votes']>20000)]
story[['original_title','story','wiki_link']]
Out[6]:
0
original_title
story
wiki_link
Uri: The Surgical Strike
Divided over five chapters
the film chronicle...
https://en.wikipedia.org/wiki/Uri:_The_Surgica...
original_title
story
wiki_link
11
Gully Boy
Gully Boy is a film about a
22-year-old boy "M...
https://en.wikipedia.org/wiki/Gully_Boy
36
Kabir Singh
This Sandeep Vanga
directorial is a remake of ...
https://en.wikipedia.org/wiki/Kabir_Singh
74
Dil Bechara
A love story about two
cancer patients.
https://en.wikipedia.org/wiki/Dil_Bechara
88
Padmaavat
This fictional story is set in
13th century me...
https://en.wikipedia.org/wiki/Padmaavat
...
...
...
...
1490
Devdas
Devdas Mukherji is blacklisted by his multi-m...
https://en.wikipedia.org/wiki/Devdas_(2002_Hin...
1565
Kabhi Khushi Kabhie
Gham...
Yashvardhan Raichand lives a
very wealthy life...
https://en.wikipedia.org/wiki/Kabhi_Khushi_Kab...
1567
Lagaan: Once Upon a
Time in India
This is the story about the
resilience shown b...
https://en.wikipedia.org/wiki/Lagaan
1568
Lagaan: Once Upon a
Time in India
This is the story about the
resilience shown b...
https://en.wikipedia.org/wiki/Lagaan:_Once_Upo...
1571
Dil Chahta Hai
Three young men Akash
Sameer and Siddharth a...
https://en.wikipedia.org/wiki/Dil_Chahta_Hai
105 rows × 3 columns
In [9]:
#Movie Title with Wikipedia Link
j=0
for i in movies['original_title']:
print(i,':',movies['wiki_link'][j])
j=j+1
In [ ]:
#Movie Title with genres Data
j=0
for i in movies['original_title']:
print(i,':',movies['genres'][j])
j=j+1
In [ ]:
#Movie Title with actors Data
j=0
for i in movies['original_title']:
print(i,':',movies['actors'][j])
j=j+1
In [10]:
#How Many Movie Released in Year 2019 , Give the Data or Movie Title with Release Date
release=movies[movies['year_of_release']==2019]
j=0
release=release.reset_index(drop=True)
for i in release["original_title"]:
print(i,":",release['release_date'][j])
j=j+1
Uri: The Surgical Strike : 11 January 2019 (USA)
Battalion 609 : 11 January 2019 (India)
The Accidental Prime Minister : 11 January 2019 (USA)
Why Cheat India : 18 January 2019 (USA)
Fraud Saiyyan : 18 January 2019 (India)
Bombairiya : 18 January 2019 (India)
Manikarnika: The Queen of Jhansi : 25 January 2019 (USA)
Thackeray : 25 January 2019 (India)
Amavas : 8 February 2019 (India)
Gully Boy : 14 February 2019 (USA)
Hum chaar : 15 February 2019 (India)
Total Dhamaal : 22 February 2019 (India)
Sonchiriya : 1 March 2019 (India)
Badla : 8 March 2019 (India)
Photograph : 17 May 2019 (USA)
Risknamaa : 15 March 2019 (India)
22 Yards : 15 March 2019 (India)
Kesari : 21 March 2019 (USA)
Notebook : 29 March 2019 (USA)
Junglee : 29 March 2019 (USA)
Gone Kesh : 29 March 2019 (India)
Albert Pinto Ko Gussa Kyun Aata Hai? : 12 April 2019 (India)
The Tashkent Files : 12 April 2019 (India)
Kalank : 17 April 2019 (USA)
Setters : 3 May 2019 (India)
Student of the Year 2 : 10 May 2019 (USA)
PM Narendra Modi : 24 May 2019 (USA)
De De Pyaar De : 17 May 2019 (USA)
India's Most Wanted : 24 May 2019 (USA)
Khamoshi : 14 June 2019 (India)
Kabir Singh : 20 June 2019 (USA)
Article 15 : 28 June 2019 (USA)
One Day: Justice Delivered : 5 July 2019 (India)
Hume Tumse Pyaar Kitna : 5 July 2019 (India)
Super 30 : 12 July 2019 (USA)
Family of Thakurganj : 19 July 2019 (India)
Batla House : 15 August 2019 (USA)
Jhootha Kahin Ka : 19 July 2019 (India)
Judgementall Hai Kya : 26 July 2019 (USA)
Chicken Curry Law : 9 August 2019 (India)
Arjun Patiala : 26 July 2019 (USA)
Jabariya Jodi : 9 August 2019 (USA)
Pranaam : nan
The Sky Is Pink : 11 October 2019 (USA)
Mission Mangal : 15 August 2019 (USA)
Saaho : 30 August 2019 (USA)
Dream Girl : 13 September 2019 (USA)
Section 375 : 13 September 2019 (USA)
The Zoya Factor : 20 September 2019 (USA)
Pal Pal Dil Ke Paas : 20 September 2019 (USA)
Prassthanam : 20 September 2019 (USA)
P Se Pyaar F Se Faraar : 18 October 2019 (India)
Ghost : 18 October 2019 (India)
Bala : 7 November 2019 (USA)
#Yaaram : nan
Housefull 4 : 25 October 2019 (USA)
Saand Ki Aankh : 25 October 2019 (USA)
Made in China : 25 October 2019 (USA)
Ujda Chaman : 1 November 2019 (USA)
Bypass Road : 8 November 2019 (USA)
Satellite Shankar : 8 November 2019 (India)
Jhalki : nan
Marjaavaan : 15 November 2019 (USA)
Motichoor Chaknachoor : 15 November 2019 (USA)
Keep Safe Distance : nan
Pagalpanti : nan
Ramprasad Ki Tehrvi : nan
Yeh Saali Aashiqui : nan
Dil Bechara : nan
Pati Patni Aur Woh : nan
Commando 3 : nan
Mardaani 2 : nan
Dabangg 3 : nan
Good Newwz : nan
Daaka : 1 November 2019 (USA)
In [11]:
####################################################################################
In [12]:
import pandas as pd
ipl=pd.read_csv('ipl-matches.csv')
In [13]:
# How many matches gone in superover
ipl[ipl['SuperOver']=="Y"].shape[0]
Out[13]: 14
In [14]:
# How many matches won by Toss Winner of the match
ipl[ipl['TossWinner']==ipl['WinningTeam']].shape[0]
Out[14]: 489
In [15]:
#How Many Matches won by Chennai Super Kings at Kolkata
ipl[(ipl['City']=='Kolkata') & (ipl['WinningTeam']=="Chennai Super Kings")].shape[0]
Out[15]: 5
In [16]:
#In How Many Matches Hardik Pandya is Player of Match Vs Rajasthan Royals
ipl[(ipl['Player_of_Match']=='HH Pandya') & ((ipl['Team1']=="Rajasthan Royals")|(ipl['T
Out[16]: 2
In [17]:
#In How Many Matches Gujarat Titans won the Toss and Elected to Bat
ipl[(ipl['TossWinner']=='Gujarat Titans') & (ipl['TossDecision']=='bat')]
Out[17]:
7
17
ID
City
Date
Season
MatchNumber
Team1
Team2
Venue
TossWinner
1304113
Mumbai
202205-19
2022
67
Gujarat
Titans
Royal
Challengers
Bangalore
Wankhede
Stadium,
Mumbai
Gujarat
Titans
57
Gujarat
Titans
Lucknow
Super
Giants
Maharashtra
Cricket
Association
Stadium,
Pune
Gujarat
Titans
2022
48
Gujarat
Titans
Punjab
Kings
Dr DY Patil
Sports
Academy,
Mumbai
Gujarat
Titans
2022
35
Gujarat
Titans
Kolkata
Knight
Riders
Dr DY Patil
Sports
Gujarat
Titans
1304103
26
1304094
39
1304081
Pune
202205-10
Navi 2022Mumbai 05-03
Navi 2022Mumbai 04-23
2022
Toss
ID
City
Date
Season
MatchNumber
Team1
Team2
Venue
TossWinner
Toss
Academy,
Mumbai
In [18]:
#In How Many Matches Gujarat Titans won the Toss and Elected to Bat and won the match
ipl[(ipl['TossWinner']=='Gujarat Titans') & (ipl['TossDecision']=='bat') & (ipl['Winnin
ID
Out[18]:
17
39
In [19]:
1304103
1304081
City
Pune
Date
Season
202205-10
Navi 2022Mumbai 04-23
MatchNumber
2022
2022
Team1
Team2
Venue
TossWinner
57
Gujarat
Titans
Lucknow
Super
Giants
Maharashtra
Cricket
Association
Stadium,
Pune
Gujarat
Titans
35
Gujarat
Titans
Kolkata
Knight
Riders
Dr DY Patil
Sports
Academy,
Mumbai
Gujarat
Titans
TossDe
#How Many Matches Gujarat Titans Played
ipl[(ipl['Team1']=='Gujarat Titans') | (ipl['Team2']=='Gujarat Titans')]
ID
Out[19]:
City
Date
Season
MatchNumber
Team1
Team2
Venue
TossWinn
2022
Final
Rajasthan
Royals
Gujarat
Titans
Narendra
Modi
Stadium,
Ahmedabad
Rajastha
Roya
0
1312200
Ahmedabad
202205-29
3
1312197
Kolkata
202205-24
2022
Qualifier 1
Rajasthan
Royals
Gujarat
Titans
Eden
Gardens,
Kolkata
Gujar
Titan
7
1304113
Mumbai
202205-19
2022
67
Gujarat
Titans
Royal
Challengers
Bangalore
Wankhede
Stadium,
Mumbai
Gujar
Titan
12
1304108
Mumbai
202205-15
2022
62
Chennai
Super
Kings
Gujarat
Titans
Wankhede
Stadium,
Mumbai
Chenn
Super King
Gujarat
Titans
Lucknow
Super
Giants
Maharashtra
Cricket
Association
Stadium,
Pune
Gujar
Titan
Mumbai
Indians
Gujarat
Titans
Brabourne
Stadium,
Gujar
Titan
17
1304103
23
1304097
Pune
202205-10
Mumbai 202205-06
2022
57
2022
51
ID
City
Date
Season
MatchNumber
Team1
Team2
Venue
TossWinn
Mumbai
48
Gujarat
Titans
Punjab
Kings
Dr DY Patil
Sports
Academy,
Mumbai
Gujar
Titan
26
1304094
Navi 2022Mumbai 05-03
31
1304089
Mumbai
202204-30
2022
43
Royal
Challengers
Bangalore
Gujarat
Titans
Brabourne
Stadium,
Mumbai
Roy
Challenge
Bangalo
34
1304086
Mumbai
202204-27
2022
40
Sunrisers
Hyderabad
Gujarat
Titans
Wankhede
Stadium,
Mumbai
Gujar
Titan
1304081
Navi 2022Mumbai 04-23
35
Gujarat
Titans
Kolkata
Knight
Riders
Dr DY Patil
Sports
Academy,
Mumbai
Gujar
Titan
29
Chennai
Super
Kings
Gujarat
Titans
Maharashtra
Cricket
Association
Stadium,
Pune
Gujar
Titan
24
Gujarat
Titans
Rajasthan
Royals
Dr DY Patil
Sports
Academy,
Mumbai
Rajastha
Roya
Sunrisers
Hyderabad
Dr DY Patil
Sports
Academy,
Mumbai
Sunrise
Hyderaba
Gujarat
Titans
Brabourne
Stadium,
Mumbai
Gujar
Titan
Del
Capita
Gujar
Titan
39
45
1304075
Pune
202204-17
2022
2022
2022
1304070
2022Mumbai
04-14
53
1304067
2022Mumbai
04-11
2022
21
Gujarat
Titans
58
1304062
Mumbai
202204-08
2022
16
Punjab
Kings
50
2022
64
1304056
Pune
202204-02
2022
10
Gujarat
Titans
Delhi
Capitals
Maharashtra
Cricket
Association
Stadium,
Pune
70
1304050
Mumbai
202203-28
2022
4
Lucknow
Super
Giants
Gujarat
Titans
Wankhede
Stadium,
Mumbai
In [20]:
#How Many Matches Gujarat Titans Played
ipl[(ipl['Team1']=='Gujarat Titans') | (ipl['Team2']=='Gujarat Titans')].shape[0]
Out[20]: 16
In [21]:
#In how many matches Gujarat Titans Won
ipl[ipl['WinningTeam']=='Gujarat Titans']
ID
Out[21]:
City
Date
Season
MatchNumber
Team1
Team2
Venue
TossWinner
2022
Final
Rajasthan
Royals
Gujarat
Titans
Narendra
Modi
Stadium,
Ahmedabad
Rajasthan
Royals
0
1312200
Ahmedabad
202205-29
3
1312197
Kolkata
202205-24
2022
Qualifier 1
Rajasthan
Royals
Gujarat
Titans
Eden
Gardens,
Kolkata
Gujarat
Titans
12
1304108
Mumbai
202205-15
2022
62
Chennai
Super
Kings
Gujarat
Titans
Wankhede
Stadium,
Mumbai
Chennai
Super Kings
Maharashtra
Cricket
Association
Stadium,
Pune
Gujarat
Titans
17
1304103
Pune
202205-10
2022
57
Gujarat
Titans
Lucknow
Super
Giants
31
1304089
Mumbai
202204-30
2022
43
Royal
Challengers
Bangalore
Gujarat
Titans
Brabourne
Stadium,
Mumbai
Royal
Challengers
Bangalore
34
1304086
Mumbai
202204-27
2022
40
Sunrisers
Hyderabad
Gujarat
Titans
Wankhede
Stadium,
Mumbai
Gujarat
Titans
1304081
Navi 2022Mumbai 04-23
35
Gujarat
Titans
Kolkata
Knight
Riders
Dr DY Patil
Sports
Academy,
Mumbai
Gujarat
Titans
2022
29
Chennai
Super
Kings
Gujarat
Titans
Maharashtra
Cricket
Association
Stadium,
Pune
Gujarat
Titans
2022
24
Gujarat
Titans
Rajasthan
Royals
39
45
1304075
50
1304070
Pune
202204-17
Mumbai 202204-14
2022
Dr DY Patil
Sports
Academy,
Mumbai
Rajasthan
Royals
58
In [22]:
ID
City
Date
Season
MatchNumber
Team1
Team2
Venue
TossWinner
1304062
Mumbai
202204-08
2022
16
Punjab
Kings
Gujarat
Titans
Brabourne
Stadium,
Mumbai
Gujarat
Titans
Delhi
Capitals
Gujarat
Titans
64
1304056
Pune
202204-02
2022
10
Gujarat
Titans
Delhi
Capitals
Maharashtra
Cricket
Association
Stadium,
Pune
70
1304050
Mumbai
202203-28
2022
4
Lucknow
Super
Giants
Gujarat
Titans
Wankhede
Stadium,
Mumbai
#In how many matches Gujarat Titans Won
ipl[ipl['WinningTeam']=='Gujarat Titans'].shape[0]
Out[22]: 12
In [23]:
###############################################################################
In [24]:
import pandas as pd
bollywood=pd.read_csv('bollywood.csv')
print(bollywood)
0
1
2
3
4
...
1495
1496
1497
1498
1499
movie
Uri: The Surgical Strike
Battalion 609
The Accidental Prime Minister (film)
Why Cheat India
Evening Shadows
...
Hum Tumhare Hain Sanam
Aankhen (2002 film)
Saathiya (film)
Company (film)
Awara Paagal Deewana
lead
Vicky Kaushal
Vicky Ahuja
Anupam Kher
Emraan Hashmi
Mona Ambegaonkar
...
Shah Rukh Khan
Amitabh Bachchan
Vivek Oberoi
Ajay Devgn
Akshay Kumar
[1500 rows x 2 columns]
In [25]:
bollywood[bollywood['lead']=='Vicky Kaushal']
movie
lead
0
Uri: The Surgical Strike
Vicky Kaushal
86
Love per Square Foot
Vicky Kaushal
Out[25]:
In [26]:
bollywood[bollywood['lead']=='Amitabh Bachchan']
movie
lead
15
Badla (2019 film)
Amitabh Bachchan
184
Begum Jaan
Amitabh Bachchan
188
Sarkar 3
Amitabh Bachchan
296
Te3n
Amitabh Bachchan
352
Ki & Ka
Amitabh Bachchan
Out[26]:
378
Shamitabh Amitabh Bachchan
486
Bhoothnath Returns
Amitabh Bachchan
628
Satyagraha (film)
Amitabh Bachchan
736
Bol Bachchan
Amitabh Bachchan
776
Bbuddah... Hoga Terra Baap
Amitabh Bachchan
790
Aarakshan
Amitabh Bachchan
825
Rann (film)
Amitabh Bachchan
832
Teen Patti (film)
Amitabh Bachchan
966
Aladin (film)
Amitabh Bachchan
972
Paa (film)
Amitabh Bachchan
985
Bhoothnath Amitabh Bachchan
986
Sarkar Raj
Amitabh Bachchan
1014
God Tussi Great Ho
Amitabh Bachchan
1023
The Last Lear
Amitabh Bachchan
1045
Aag (2007 film)
Amitabh Bachchan
1064
Cheeni Kum Amitabh Bachchan
1080
Eklavya: The Royal Guard
Amitabh Bachchan
1110
Nishabd
Amitabh Bachchan
1125
Shootout at Lokhandwala
Amitabh Bachchan
1146
Baabul (2006 film)
Amitabh Bachchan
1159
Darna Zaroori Hai
Amitabh Bachchan
1167
Family (2006 film)
Amitabh Bachchan
1183
Kabhi Alvida Naa Kehna
Amitabh Bachchan
1227
Black (2005 film)
Amitabh Bachchan
1243
Dil Jo Bhi Kahey...
Amitabh Bachchan
1249
Ek Ajnabee
Amitabh Bachchan
1297
Sarkar (2005 film)
Amitabh Bachchan
1312
Viruddh... Family Comes First
Amitabh Bachchan
1313
Waqt: The Race Against Time
Amitabh Bachchan
In [27]:
movie
lead
1322
Khakee
Amitabh Bachchan
1328
Aetbaar
Amitabh Bachchan
1329
Ab Tumhare Hawale Watan Saathiyo
Amitabh Bachchan
1336
Deewaar (2004 film)
Amitabh Bachchan
1337
Dev (2004 film)
Amitabh Bachchan
1363
Kyun! Ho Gaya Na... Amitabh Bachchan
1404
Baghban (2003 film)
Amitabh Bachchan
1415
Boom (film)
Amitabh Bachchan
1419
Armaan (2003 film)
Amitabh Bachchan
1494
Kaante
Amitabh Bachchan
1496
Aankhen (2002 film)
Amitabh Bachchan
bollywood[bollywood['movie']=="Kaante"]['lead']
Amitabh Bachchan
Out[27]: 1494
Name: lead, dtype: object
In [28]:
bollywood[bollywood['lead']=="Akshay Kumar"]['movie']
Out[28]: 22
50
61
79
122
211
256
365
366
367
368
429
519
523
552
579
626
639
705
735
752
815
856
869
903
913
964
971
981
996
1053
1107
1135
Kesari (film)
Mission Mangal
Housefull 4
Good Newwz
Gold (2018 film)
Toilet: Ek Prem Katha
Airlift (film)
Baby (2015 Hindi film)
Singh Is Bliing
Gabbar Is Back
Gabbar Is Back
Brothers (2015 film)
Holiday: A Soldier Is Never Off Duty
Entertainment (2014 film)
The Shaukeens
Special 26
Once Upon ay Time in Mumbai Dobaara!
Boss (2013 Hindi film)
Joker (2012 film)
Housefull 2
Thank You (2011 film)
Desi Boyz
Housefull (2010 film)
Khatta Meetha (2010 film)
Tees Maar Khan (2010 film)
Action Replayy
Blue (2009 film)
De Dana Dan
Singh Is Kinng
Tashan (film)
Bhool Bhulaiyaa
Namastey London
Welcome (2007 film)
1152
Bhagam Bhag
1174
Humko Deewana Kar Gaye
1193
Phir Hera Pheri
1195
Mere Jeevan Saathi (2006 film)
1240
Deewane Huye Paagal
1244
Dosti: Friends Forever
1255
Garam Masala (2005 film)
1259
Insan
1327
Aitraaz
1349
Hatya (2004 film)
1373
Meri Biwi Ka Jawaab Nahin
1379
Police Force: An Inside Story
1417
Andaaz
1418
Andaaz
1499
Awara Paagal Deewana
Name: movie, dtype: object
In [ ]: