| Station_id,Station_name,Station latitude,Station longitude,Distance to nearest subway stop (m),Distance to nearest bus stop (m),Distance to nearest university (m),Distance to nearest business district,Distance to nearest residential area,Population density around station,Employment density around station,Number of restaurants/cafes nearby,Restaurant/cafes density around station,Number of tourist attractions nearby,Proximity to bike lanes,Proximity to parks,Station ID frequency (historical usage),Month,Day of week,Hour of day,Member vs casual ratio at station,Average trip duration from station,Number of unique riders starting at station,Score | |
| 1,MIT at Mass Ave / Amherst St,42.3581,-71.0932,755.954,69.938,127.114,0.748797,0.867521,Med,Very High,12,Med,,,,,,,,1.573841211,15.55247842,7906, | |
| 2,Central Square at Mass Ave / Essex St,42.3651,-71.1036,46.018,26.653,1072.683,1.464405,0.715443,High,Med,76,High,,,,,,,,1.775185162,15.70541466,7899, | |
| 3,MIT Pacific St at Purrington St,42.3592,-71.1017,719.991,251.767,696.29,1.325459,0.500373,High,Low,5,Low,,,,,,,,6.469401593,11.03166392,7831, | |
| 4,Harvard Square at Mass Ave / Dunster St,42.3732,-71.1185,41.565,70.279,142.161,2.918573,0.712685,High,Med,107,Very High,,,,,,,,0.8321365342,26.32768578,7886, | |
| 5,Boylston St at Massachusetts Ave,42.3473,-71.088,69.79,42.197,122.862,1.685385,0.615818,High,High,77,High,,,,,,,,1.027064522,32.58198747,7828, | |
| 6,Charles St at Cambridge St,42.3612,-71.0706,4.426,72.313,721.926,1.105503,0.37911,High,High,24,Med,,,,,,,,0.8784002212,25.8714158,7873, | |
| 7,Forsyth St at Huntington Ave,42.3397,-71.0883,88.348,70.994,51.222,2.527448,0.705455,Very High,High,33,High,,,,,,,,1.953410729,21.4654511,4917, | |
| 8,Boylston St at Fairfield St,42.3480,-71.0824,276.328,71.401,283.066,1.629905,0.352641,High,High,110,Very High,,,,,,,,0.957861416,26.949852,7666, | |
| 9,Christian Science Plaza – Massachusetts Ave at Westland Ave,42.3438,-71.0859,141.874,77.872,318.965,2.066239,0.322139,High,High,77,High,,,,,,,,0.8517531342,27.51624063,7860, | |
| 10,MIT Stata Center at Vassar St / Main St,42.3621,-71.0908,382.396,152.389,375.041,0.380407,0.488144,High,Very High,42,Med,,,,,,,,4.237293378,12.14373408,7715, | |
| 11,Mass Ave at Albany St,42.3614,-71.0967,739.528,95.382,372.83,0.87209,0.529813,High,Med,8,High,,,,,,,,2.314225286,14.44358947,7924, | |
| 12,Mass Ave/Lafayette Square,42.3635,-71.1006,343.474,107.789,768.86,1.192524,0.538442,High,Med,76,High,,,,,,,,1.823297686,16.69952159,7889, | |
| 13,Cambridge St at Joy St,42.3612,-71.0653,268.725,318.042,479.473,0.788292,0.435478,Very High,High,31,Med,,,,,,,,1.207102351,24.01597295,7777, | |
| 14,Copley Square – Dartmouth St at Boylston St,42.3499,-71.0775,9.31,13.549,497.928,1.562593,0.313199,High,High,155,Very High,,,,,,,,0.527184446,38.87469615,7863, | |
| 15,South Station – 700 Atlantic Ave,42.3522,-71.0552,8.616,8.616,676.969,0.515546,0.266441,Very High,Very High,85,High,,,,,,,,0.9337659806,25.62978201,7866, | |
| 16,Valenti Way at Haverhill St,42.3644,-71.0605,146.087,134.461,522.917,0.991391,0.295919,Very High,Very High,45,Med,,,,,,,,0.7787633943,31.23160153,7915, | |
| 17,Commonwealth Ave at Agganis Way,42.3517,-71.1183,133.78,52.891,853.636,2.899401,0.997261,High,Low,28,Med,,,,,,,,1.108183572,22.65646844,7615, | |
| 18,Nashua Street at Red Auerbach Way,42.3656,-71.0643,156.414,21.279,712.48,1.186846,0.071082,Very High,High,45,Med,,,,,,,,1.059627329,23.94711092,7824, | |
| 19,Cambridge City Hall at Mass Ave / Pleasant St,42.3667,-71.106,225.459,12.408,1330.355,1.699548,0.674652,High,Med,76,High,,,,,,,,1.412494071,19.30474344,7834, |