city,ride_type,total_rides,avg_final_price,avg_distance_km,avg_rating,cancellation_rate,avg_price_per_km,total_reviews,avg_compound_score,pct_positive
Berlin,Bus-Connect,39,4.925,4.99,3.923,0.077,2.463,23,0.131,52.174
Berlin,E-Bike,118,4.499,4.26,3.847,0.076,2.249,19,0.058,47.368
Berlin,E-Scooter,177,4.293,4.228,4.045,0.04,1.975,27,0.011,44.444
Berlin,Shared-EV,67,4.681,4.405,3.94,0.149,2.305,27,0.006,48.148
Madrid,Bus-Connect,43,4.517,4.081,3.93,0.093,1.56,15,0.158,53.333
Madrid,E-Bike,107,4.411,4.688,4.019,0.075,1.677,21,0.274,66.667
Madrid,E-Scooter,149,4.553,4.497,4.06,0.094,2.094,30,0.123,53.333
Madrid,Shared-EV,80,4.66,4.408,3.925,0.038,2.153,30,0.219,56.667
Paris,Bus-Connect,35,4.924,4.269,3.8,0.057,2.277,20,0.237,60.0
Paris,E-Bike,128,4.536,4.223,3.898,0.055,1.972,24,0.21,54.167
Paris,E-Scooter,157,4.731,4.74,3.828,0.096,2.121,32,0.104,50.0
Paris,Shared-EV,95,4.835,4.219,4.021,0.095,2.28,18,-0.213,22.222
Turin,Bus-Connect,29,4.474,3.758,3.517,0.069,3.066,32,0.254,65.625
Turin,E-Bike,121,4.788,4.492,3.917,0.083,2.301,34,0.053,47.059
Turin,E-Scooter,149,4.538,4.292,3.859,0.054,1.965,31,0.36,70.968
Turin,Shared-EV,110,4.594,4.549,4.073,0.064,2.363,18,0.456,77.778
Warsaw,Bus-Connect,39,4.086,5.103,4.256,0.077,1.935,24,0.091,50.0
Warsaw,E-Bike,129,4.331,3.939,3.853,0.078,2.056,24,0.206,62.5
Warsaw,E-Scooter,166,4.585,4.557,4.078,0.072,2.13,29,0.043,44.828
Warsaw,Shared-EV,62,4.438,4.517,4.048,0.081,2.418,22,0.041,45.455