Muthuraja18 commited on
Commit
4e8dc92
·
verified ·
1 Parent(s): 421b6f0
Files changed (3) hide show
  1. app.py +170 -0
  2. leaderboard.csv +68 -0
  3. requirements.txt +6 -0
app.py ADDED
@@ -0,0 +1,170 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import os
2
+ import pandas as pd
3
+ import streamlit as st
4
+ import random
5
+ import requests
6
+ import plotly.express as px
7
+ from transformers import pipeline # Hugging Face Transformers for AI models
8
+
9
+ # Groq API Endpoint and Key (Replace with your actual endpoint and API Key)
10
+ GROQ_API_KEY = "sk_9VSobViSwaWOpFGSWP5lWGdyb3FYIneUIyae233sZflxIOo1TW7m"
11
+ GROQ_API_URL = "https://api.groq.com/v1/query" # Example URL (you'll need to update based on the API documentation)
12
+
13
+ # File to store leaderboard data
14
+ LEADERBOARD_FILE = "leaderboard.csv"
15
+
16
+ # Define questions for multiple topics
17
+ questions_db = {
18
+ "Geography": [
19
+ ("What is the capital of France?", "Paris"),
20
+ ("What is the capital of Japan?", "Tokyo"),
21
+ ("What is the largest country in the world by land area?", "Russia"),
22
+ ("What is the capital of Australia?", "Canberra"),
23
+ ("Which continent is the Sahara Desert located in?", "Africa")
24
+ ],
25
+ "Science": [
26
+ ("What is the chemical symbol for water?", "H2O"),
27
+ ("What planet is known as the Red Planet?", "Mars"),
28
+ ("Who developed the theory of relativity?", "Albert Einstein"),
29
+ ("What is the speed of light?", "299792458 m/s"),
30
+ ("What is the powerhouse of the cell?", "Mitochondria")
31
+ ],
32
+ "Math": [
33
+ ("What is the square root of 64?", "8"),
34
+ ("What is 5 * 12?", "60"),
35
+ ("What is 100 / 4?", "25"),
36
+ ("What is the value of pi to two decimal places?", "3.14"),
37
+ ("What is 15 + 7?", "22")
38
+ ],
39
+ "IPL": [ # IPL questions added
40
+ ("Which IPL team won the 2020 IPL season?", "Mumbai Indians"),
41
+ ("Who is the all-time highest run-scorer in IPL history?", "Virat Kohli"),
42
+ ("Who won the IPL 2023 season?", "Gujarat Titans"),
43
+ ("Which IPL player has the most wickets?", "Dwayne Bravo"),
44
+ ("Which team has won the maximum number of IPL titles?", "Mumbai Indians"),
45
+ ("Who is known as the 'Captain Cool' in IPL?", "MS Dhoni"),
46
+ ("Which IPL franchise has the lowest win percentage?", "Royal Challengers Bangalore"),
47
+ ("Who hit the most sixes in IPL 2021?", "Chris Gayle"),
48
+ ("Which bowler has the most hat-tricks in IPL history?", "Shane Warne"),
49
+ ("Which team is known for its yellow jersey?", "Chennai Super Kings")
50
+ ]
51
+ }
52
+
53
+ # Function to load the leaderboard from the CSV file
54
+ def load_leaderboard():
55
+ if os.path.exists(LEADERBOARD_FILE):
56
+ try:
57
+ leaderboard_df = pd.read_csv(LEADERBOARD_FILE, names=['name', 'score', 'question', 'answer', 'correct', 'topic'], header=0)
58
+ return leaderboard_df
59
+ except pd.errors.ParserError:
60
+ st.error("Error reading the leaderboard CSV. Please check the file for formatting issues.")
61
+ return pd.DataFrame(columns=['name', 'score', 'question', 'answer', 'correct', 'topic'])
62
+ else:
63
+ return pd.DataFrame(columns=['name', 'score', 'question', 'answer', 'correct', 'topic'])
64
+
65
+ # Function to save the leaderboard to the CSV file
66
+ def save_leaderboard(leaderboard_df):
67
+ leaderboard_df.to_csv(LEADERBOARD_FILE, index=False)
68
+
69
+ # Function to display detailed winner charts
70
+ def display_winner_charts(leaderboard_df):
71
+ if not leaderboard_df.empty:
72
+ # Top Winners (By Score)
73
+ top_winners = leaderboard_df.sort_values(by='score', ascending=False).head(10)
74
+ st.subheader("Top 10 Winners")
75
+ fig_top_winners = px.bar(top_winners, x='name', y='score', title="Top 10 Winners", color='score', color_continuous_scale='Viridis')
76
+ st.plotly_chart(fig_top_winners)
77
+
78
+ # Topic-wise Winners (Average Score Per Topic)
79
+ topic_performance = leaderboard_df.groupby('topic')['score'].mean().reset_index()
80
+ st.subheader("Average Score Per Topic")
81
+ fig_topic_performance = px.bar(topic_performance, x='topic', y='score', title="Average Score Per Topic", color='score', color_continuous_scale='Blues')
82
+ st.plotly_chart(fig_topic_performance)
83
+
84
+ # Correct Answers Breakdown
85
+ correct_counts = leaderboard_df['correct'].value_counts()
86
+ st.subheader("Correct vs Incorrect Answers Breakdown")
87
+ fig_correctness = px.pie(names=correct_counts.index, values=correct_counts.values, title="Correctness Breakdown")
88
+ st.plotly_chart(fig_correctness)
89
+
90
+ # Score Distribution Over Time (Assumes each game play is a new row in leaderboard)
91
+ leaderboard_df['date'] = pd.to_datetime(leaderboard_df['score']) # Assuming the leaderboard stores the date or round of the game
92
+ st.subheader("Score Distribution Over Time")
93
+ fig_score_trend = px.line(leaderboard_df, x='date', y='score', title="Score Trend Over Time", line_group='name')
94
+ st.plotly_chart(fig_score_trend)
95
+ else:
96
+ st.write("No data available to generate charts.")
97
+
98
+ # Function to handle the game logic (dynamic number of questions based on user choice)
99
+ def start_game():
100
+ # Get selected topic
101
+ topic = st.selectbox("Choose a Topic", list(questions_db.keys()))
102
+ num_questions = st.selectbox("Select the number of questions", [5, 10, 15, 20])
103
+
104
+ if 'questions' not in st.session_state or st.session_state['topic'] != topic or len(st.session_state['questions']) != num_questions:
105
+ # Store selected questions in session state for consistency during game
106
+ st.session_state['topic'] = topic
107
+ st.session_state['questions'] = random.sample(questions_db[topic], num_questions)
108
+
109
+ # Show questions
110
+ questions = st.session_state['questions']
111
+ st.subheader(f"Playing Quiz on: {topic}")
112
+
113
+ # Get player's name
114
+ username = st.text_input("Enter your name:")
115
+
116
+ if username:
117
+ # Store answers in session state
118
+ if 'answers' not in st.session_state:
119
+ st.session_state['answers'] = [""] * len(questions) # Initialize answers list
120
+
121
+ score = 0
122
+ # Show text inputs for each question
123
+ for i, (question, correct_answer) in enumerate(questions):
124
+ st.session_state['answers'][i] = st.text_input(f"Question {i+1}: {question}", value=st.session_state['answers'][i], key=f"q{i}")
125
+
126
+ # Submit button after all answers are entered
127
+ submit_button = st.button("Submit Answers")
128
+
129
+ if submit_button:
130
+ answers = st.session_state['answers']
131
+ # Check answers and calculate score
132
+ for i, (question, correct_answer) in enumerate(questions):
133
+ user_answer = answers[i].strip().lower()
134
+ correct_answer_normalized = correct_answer.strip().lower()
135
+ if user_answer == correct_answer_normalized:
136
+ score += 10
137
+
138
+ st.success(f"Game Over! Your final score is {score}")
139
+
140
+ # Save the result to leaderboard
141
+ leaderboard_df = load_leaderboard()
142
+ new_row = pd.DataFrame({
143
+ 'name': [username],
144
+ 'score': [score],
145
+ 'question': [', '.join([q[0] for q in questions])],
146
+ 'answer': [', '.join(answers)],
147
+ 'correct': [', '.join(['Yes' if answers[i].strip().lower() == questions[i][1].lower() else 'No' for i in range(len(answers))])],
148
+ 'topic': [topic]
149
+ })
150
+
151
+ leaderboard_df = pd.concat([leaderboard_df, new_row], ignore_index=True)
152
+ leaderboard_df = leaderboard_df.sort_values(by='score', ascending=False).reset_index(drop=True)
153
+ save_leaderboard(leaderboard_df)
154
+
155
+ # Main function to handle Streamlit app
156
+ def main():
157
+ st.title('Kahoot-like Game')
158
+
159
+ mode = st.sidebar.selectbox("Select Mode", ["Game", "Dashboard"])
160
+
161
+ if mode == "Game":
162
+ start_game()
163
+
164
+ elif mode == "Dashboard":
165
+ leaderboard_df = load_leaderboard()
166
+ display_winner_charts(leaderboard_df)
167
+
168
+ # Ensure the main function is called when running the app
169
+ if __name__ == "__main__":
170
+ main()
leaderboard.csv ADDED
@@ -0,0 +1,68 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name,score,question,answer,correct,topic
2
+ faizal,30,"What is 15 + 7?, What is 100 / 4?, What is 5 * 12?, What is the square root of 64?, What is the value of pi to two decimal places?","22, , , 8, 3.14","Yes, No, No, Yes, Yes",Math
3
+ prasanna,20,"What is the capital of Japan?, What is the capital of France?, What is the capital of Australia?, Which continent is the Sahara Desert located in?, What is the largest country in the world by land area?","tokyo, paris, melbonne, asia, ","Yes, Yes, No, No, No",Geography
4
+ prasanna,20,"Which IPL player has the most wickets?, Who is the all-time highest run-scorer in IPL history?, Which bowler has the most hat-tricks in IPL history?, Who won the IPL 2023 season?, Which IPL franchise has the lowest win percentage?","dwayne bravo, virat kohil, shane warne, csk, rcb","Yes, No, Yes, No, No",IPL
5
+ ashif,20,"Which IPL franchise has the lowest win percentage?, Which team is known for its yellow jersey?, Which IPL player has the most wickets?, Which IPL team won the 2020 IPL season?, Which bowler has the most hat-tricks in IPL history?","rcb, csk, dwayne bravo, mi, shane warne","No, No, Yes, No, Yes",IPL
6
+ santhosh,10,"What is 5 * 12?, What is 15 + 7?, What is 100 / 4?, What is the value of pi to two decimal places?, What is the square root of 64?","22, 22, , 8, 3.14","No, Yes, No, No, No",Math
7
+ ashif,10,"Who is the all-time highest run-scorer in IPL history?, Which IPL team won the 2020 IPL season?, Which IPL player has the most wickets?, Who won the IPL 2023 season?, Who is known as the 'Captain Cool' in IPL?","srh, mi, chacal, csk, ms dhoni","No, No, No, No, Yes",IPL
8
+ muthuraja,10,"Who hit the most sixes in IPL 2021?, Who is known as the 'Captain Cool' in IPL?, Which team has won the maximum number of IPL titles?, Which team is known for its yellow jersey?, Who is the all-time highest run-scorer in IPL history?","russel, MS dhoni, mi, csk, virat kohil","No, Yes, No, No, No",IPL
9
+ pradeep,0,"What is the speed of light?, What planet is known as the Red Planet?, Who developed the theory of relativity?, What is the powerhouse of the cell?, What is the chemical symbol for water?",,,Science
10
+ muthuraja,0,"What is the powerhouse of the cell?, What is the speed of light?, What planet is known as the Red Planet?, What is the chemical symbol for water?, Who developed the theory of relativity?",No,No,Science
11
+ muthuraja,0,"What is the speed of light?, Who developed the theory of relativity?, What is the chemical symbol for water?, What planet is known as the Red Planet?, What is the powerhouse of the cell?",,,Science
12
+ pradeep,0,"Who developed the theory of relativity?, What is the speed of light?, What is the powerhouse of the cell?, What is the chemical symbol for water?, What planet is known as the Red Planet?",No,No,Science
13
+ muthuraja,0,"What is the powerhouse of the cell?, Who developed the theory of relativity?, What is the speed of light?, What planet is known as the Red Planet?, What is the chemical symbol for water?",,,Science
14
+ muthuraja,0,"What planet is known as the Red Planet?, What is the chemical symbol for water?, What is the speed of light?, What is the powerhouse of the cell?, Who developed the theory of relativity?",,,Science
15
+ muthuraja,0,"What is the speed of light?, What is the powerhouse of the cell?, Who developed the theory of relativity?, What is the chemical symbol for water?, What planet is known as the Red Planet?",,,Science
16
+ ashif,0,"Which continent is the Sahara Desert located in?, What is the capital of France?, What is the capital of Australia?, What is the capital of Japan?, What is the largest country in the world by land area?",,,Geography
17
+ faizal,0,"What is the chemical symbol for water?, What is the speed of light?, What is the powerhouse of the cell?, What planet is known as the Red Planet?, Who developed the theory of relativity?",,,Science
18
+ pradeep,0,"What is the chemical symbol for water?, What is the powerhouse of the cell?, What planet is known as the Red Planet?, What is the speed of light?, Who developed the theory of relativity?",,,Science
19
+ pradeep,0,"What is the powerhouse of the cell?, What planet is known as the Red Planet?, What is the chemical symbol for water?, What is the speed of light?, Who developed the theory of relativity?",,,Science
20
+ muthuraja,0,"Who developed the theory of relativity?, What is the chemical symbol for water?, What is the speed of light?, What is the powerhouse of the cell?, What planet is known as the Red Planet?",,,Science
21
+ khalid,0,"Which continent is the Sahara Desert located in?, What is the largest country in the world by land area?, What is the capital of Australia?, What is the capital of France?, What is the capital of Japan?",,,Geography
22
+ khalid,0,"What is the capital of Japan?, What is the capital of Australia?, What is the capital of France?, Which continent is the Sahara Desert located in?, What is the largest country in the world by land area?",,,Geography
23
+ khalid,0,"What is the capital of Japan?, What is the largest country in the world by land area?, What is the capital of France?, What is the capital of Australia?, Which continent is the Sahara Desert located in?",No,No,Geography
24
+ faizal,0,"What is the largest country in the world by land area?, Which continent is the Sahara Desert located in?, What is the capital of Japan?, What is the capital of France?, What is the capital of Australia?",,,Geography
25
+ pradeep,0,"What is the value of pi to two decimal places?, What is 100 / 4?, What is 5 * 12?, What is the square root of 64?, What is 15 + 7?",,,Math
26
+ pradeep,0,"What planet is known as the Red Planet?, Who developed the theory of relativity?, What is the powerhouse of the cell?, What is the speed of light?, What is the chemical symbol for water?",,,Science
27
+ pradeep,0,"What is the speed of light?, Who developed the theory of relativity?, What planet is known as the Red Planet?, What is the powerhouse of the cell?, What is the chemical symbol for water?",,,Science
28
+ faizal,0,"What is the capital of Australia?, What is the capital of Japan?, What is the largest country in the world by land area?, Which continent is the Sahara Desert located in?, What is the capital of France?",,,Geography
29
+ faizal,0,"What is the capital of France?, What is the largest country in the world by land area?, Which continent is the Sahara Desert located in?, What is the capital of Australia?, What is the capital of Japan?",No,No,Geography
30
+ prasanna,0,"What is the capital of Japan?, What is the capital of France?, What is the largest country in the world by land area?, What is the capital of Australia?, Which continent is the Sahara Desert located in?",,,Geography
31
+ muthuraja,0,"What is the speed of light?, Who developed the theory of relativity?, What is the powerhouse of the cell?, What planet is known as the Red Planet?, What is the chemical symbol for water?",No,No,Science
32
+ faizal,0,"What is the capital of Australia?, Which continent is the Sahara Desert located in?, What is the largest country in the world by land area?, What is the capital of Japan?, What is the capital of France?",,,Geography
33
+ santhosh,0,"What is the speed of light?, Who developed the theory of relativity?, What planet is known as the Red Planet?, What is the powerhouse of the cell?, What is the chemical symbol for water?",,,Science
34
+ faizal,0,"Who developed the theory of relativity?, What is the speed of light?, What planet is known as the Red Planet?, What is the chemical symbol for water?, What is the powerhouse of the cell?",,,Science
35
+ faizal,0,"What planet is known as the Red Planet?, What is the chemical symbol for water?, Who developed the theory of relativity?, What is the speed of light?, What is the powerhouse of the cell?",No,No,Science
36
+ khalid,0,"What is the capital of Japan?, What is the capital of Australia?, What is the largest country in the world by land area?, Which continent is the Sahara Desert located in?, What is the capital of France?",,,Geography
37
+ prasanna,0,"What is the capital of Australia?, Which continent is the Sahara Desert located in?, What is the capital of Japan?, What is the capital of France?, What is the largest country in the world by land area?",No,No,Geography
38
+ prasanna,0,"What is the capital of Japan?, What is the capital of Australia?, What is the capital of France?, Which continent is the Sahara Desert located in?, What is the largest country in the world by land area?",,,Geography
39
+ prasanna,0,"What is the capital of Australia?, What is the capital of France?, What is the capital of Japan?, Which continent is the Sahara Desert located in?, What is the largest country in the world by land area?",,,Geography
40
+ faizal,0,"Which continent is the Sahara Desert located in?, What is the capital of Australia?, What is the capital of Japan?, What is the largest country in the world by land area?, What is the capital of France?",No,No,Geography
41
+ santhosh,0,"What is the powerhouse of the cell?, What is the speed of light?, What planet is known as the Red Planet?, What is the chemical symbol for water?, Who developed the theory of relativity?",No,No,Science
42
+ prasanna,0,"What is the capital of Australia?, What is the capital of Japan?, Which continent is the Sahara Desert located in?, What is the capital of France?, What is the largest country in the world by land area?",,,Geography
43
+ santhosh,0,"What planet is known as the Red Planet?, What is the chemical symbol for water?, What is the speed of light?, What is the powerhouse of the cell?, Who developed the theory of relativity?",,,Science
44
+ prasanna,0,"What is the capital of Australia?, What is the capital of France?, What is the largest country in the world by land area?, What is the capital of Japan?, Which continent is the Sahara Desert located in?",,,Geography
45
+ prasanna,0,"Which continent is the Sahara Desert located in?, What is the capital of Japan?, What is the capital of Australia?, What is the capital of France?, What is the largest country in the world by land area?",,,Geography
46
+ prasanna,0,"What is the largest country in the world by land area?, What is the capital of Japan?, What is the capital of France?, Which continent is the Sahara Desert located in?, What is the capital of Australia?",No,No,Geography
47
+ prasanna,0,"What is the largest country in the world by land area?, What is the capital of France?, Which continent is the Sahara Desert located in?, What is the capital of Australia?, What is the capital of Japan?",No,No,Geography
48
+ prasanna,0,"What is the capital of Australia?, Which continent is the Sahara Desert located in?, What is the largest country in the world by land area?, What is the capital of France?, What is the capital of Japan?",,,Geography
49
+ prasanna,0,"What is the capital of Australia?, What is the largest country in the world by land area?, Which continent is the Sahara Desert located in?, What is the capital of Japan?, What is the capital of France?","No Answer, No Answer, No Answer, No Answer, No Answer","No Answer, No Answer, No Answer, No Answer, No Answer",Geography
50
+ faizal,0,"What is the capital of France?, What is the capital of Japan?, What is the capital of Australia?, What is the largest country in the world by land area?, Which continent is the Sahara Desert located in?",,,Geography
51
+ faizal,0,"What is the capital of Australia?, What is the capital of France?, What is the largest country in the world by land area?, What is the capital of Japan?, Which continent is the Sahara Desert located in?",,,Geography
52
+ prasanna,0,"What is the capital of France?, What is the capital of Australia?, What is the largest country in the world by land area?, What is the capital of Japan?, Which continent is the Sahara Desert located in?",No,No,Geography
53
+ saran,0,"What is the square root of 64?, What is the value of pi to two decimal places?, What is 5 * 12?, What is 100 / 4?, What is 15 + 7?","No, No, No, No, No","No, No, No, No, No",Math
54
+ prasanna,0,"What is the capital of France?, What is the largest country in the world by land area?, What is the capital of Australia?, What is the capital of Japan?, Which continent is the Sahara Desert located in?","No, No, No, No, No","No, No, No, No, No",Geography
55
+ prasanna,0,"What is the square root of 64?, What is 100 / 4?, What is the value of pi to two decimal places?, What is 15 + 7?, What is 5 * 12?","No Answer, No Answer, No Answer, No Answer, No Answer","No Answer, No Answer, No Answer, No Answer, No Answer",Math
56
+ nalla,0,"What is 100 / 4?, What is 5 * 12?, What is the square root of 64?, What is 15 + 7?, What is the value of pi to two decimal places?","No Answer, No Answer, No Answer, No Answer, No Answer","No Answer, No Answer, No Answer, No Answer, No Answer",Math
57
+ prasanna,0,"What is 15 + 7?, What is the value of pi to two decimal places?, What is 5 * 12?, What is the square root of 64?, What is 100 / 4?","No Answer, No Answer, No Answer, No Answer, No Answer","No Answer, No Answer, No Answer, No Answer, No Answer",Math
58
+ prasanna,0,"What is 100 / 4?, What is 5 * 12?, What is the square root of 64?, What is 15 + 7?, What is the value of pi to two decimal places?","No Answer, No Answer, No Answer, No Answer, No Answer","No Answer, No Answer, No Answer, No Answer, No Answer",Math
59
+ saran,0,"What is 15 + 7?, What is the square root of 64?, What is 100 / 4?, What is the value of pi to two decimal places?, What is 5 * 12?","No, No, No, No, No","No, No, No, No, No",Math
60
+ prasanna,0,"What is 15 + 7?, What is the square root of 64?, What is 100 / 4?, What is 5 * 12?, What is the value of pi to two decimal places?","No Answer, No Answer, No Answer, No Answer, No Answer","No Answer, No Answer, No Answer, No Answer, No Answer",Math
61
+ prasanna,0,"What is the square root of 64?, What is 15 + 7?, What is the value of pi to two decimal places?, What is 5 * 12?, What is 100 / 4?","No Answer, No Answer, No Answer, No Answer, No Answer","No Answer, No Answer, No Answer, No Answer, No Answer",Math
62
+ prasanna,0,"What is the value of pi to two decimal places?, What is 15 + 7?, What is the square root of 64?, What is 100 / 4?, What is 5 * 12?","No Answer, No Answer, No Answer, No Answer, No Answer","No Answer, No Answer, No Answer, No Answer, No Answer",Math
63
+ ashif,0,"Which team has won the most IPL titles?, Who won the IPL in 2020?, Who is the highest wicket-taker in IPL history?, Which player has the most runs in IPL history?, Which player hit the fastest century in IPL?",,,IPL
64
+ prasanna,0,"What is 100 / 4?, What is 5 * 12?, What is the value of pi to two decimal places?, What is 15 + 7?, What is the square root of 64?","No Answer, No Answer, No Answer, No Answer, No Answer","No Answer, No Answer, No Answer, No Answer, No Answer",Math
65
+ ashif,0,"Who is the highest wicket-taker in IPL history?, Which player has the most runs in IPL history?, Which team has won the most IPL titles?, Who won the IPL in 2020?, Which player hit the fastest century in IPL?",,,IPL
66
+ ashif,0,"Which player hit the fastest century in IPL?, Which player has the most runs in IPL history?, Who won the IPL in 2020?, Who is the highest wicket-taker in IPL history?, Which team has won the most IPL titles?",,,IPL
67
+ muthuraja,0,"Who is known as the 'Captain Cool' in IPL?, Who is the all-time highest run-scorer in IPL history?, Which bowler has the most hat-tricks in IPL history?, Which IPL player has the most wickets?, Who hit the most sixes in IPL 2021?","dhoni, virat kohil, chacal, chacal, russel","No, No, No, No, No",IPL
68
+ muthuraja,0,"Who is known as the 'Captain Cool' in IPL?, Who is the all-time highest run-scorer in IPL history?, Which bowler has the most hat-tricks in IPL history?, Which IPL player has the most wickets?, Who hit the most sixes in IPL 2021?","dhoni, virat kohil, chacal, chacal, russel","No, No, No, No, No",IPL
requirements.txt ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ pandas
2
+ streamlit
3
+ requests
4
+ plotly
5
+ transformers
6
+ reportlab