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app.py
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44 lines (32 loc) · 1.18 KB
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from flask import Flask, jsonify, request
from flask_cors import CORS
import pandas as pd
app = Flask(__name__)
CORS(app)
df = pd.read_csv("merged_stackoverflow.csv")
@app.route('/')
def home():
return jsonify({"message": "Welcome to StackOverflow JSON API!"})
@app.route('/languages', methods=['GET'])
def get_languages():
unique_languages = df['Language'].dropna().unique()
return jsonify(sorted(unique_languages))
@app.route('/data', methods=['GET'])
def get_data():
year = request.args.get('year')
language = request.args.get('language')
filtered_df = df.copy()
if year:
filtered_df = filtered_df[filtered_df['Date'].str.startswith(year)]
if language:
filtered_df = filtered_df[filtered_df['Language'].str.lower() == language.lower()]
result = filtered_df.to_dict(orient='records')
return jsonify(result)
@app.route('/trend', methods=['GET'])
def get_trend():
df['Year'] = pd.to_datetime(df['Date']).dt.year
trend_data = df.groupby(['Year', 'Language']).size().reset_index(name='Count')
result = trend_data.to_dict(orient='records')
return jsonify(result)
if __name__ == '__main__':
app.run(debug=True)