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@seschultz
Last active October 26, 2017 02:51
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Baseball Scatter Plot- Interactive
license: mit
border: yes
salary battingAverage onBase NumberRuns NumberHits Number of doubles Number of triples Number of home runs Number of runs batted in Number of walks Number of strike-outs Number of stolen bases Number of errors Free agent eligible? Free agent in 91/92? arbitration eligible? arbitration in 91/92?
3300 0.272 0.302 69 153 21 4 31 104 22 80 4 3 1 0 0 0
2600 0.269 0.335 58 111 17 2 18 66 39 69 0 3 1 1 0 0
2500 0.249 0.337 54 115 15 1 17 73 63 116 6 5 1 0 0 0
2475 0.26 0.292 59 128 22 7 12 50 23 64 21 21 0 0 1 0
2313 0.273 0.346 87 169 28 5 8 58 70 53 3 8 0 0 1 0
2175 0.291 0.379 104 170 32 2 26 100 87 89 22 4 1 0 0 0
600 0.258 0.37 34 86 14 1 14 38 15 45 0 10 1 0 0 0
460 0.228 0.279 16 38 7 2 3 21 11 32 2 3 0 0 0 0
240 0.25 0.327 40 61 11 0 1 18 24 26 14 2 0 0 0 0
200 0.203 0.24 39 64 10 1 10 33 14 96 13 6 0 0 0 0
177 0.262 0.283 7 38 5 0 0 10 5 18 2 7 0 0 0 0
140 0.222 0.307 21 45 9 0 6 22 19 56 3 3 0 0 0 0
117 0.227 0.28 4 5 2 0 1 3 2 1 0 0 0 0 0 0
115 0.261 0.37 1 6 0 0 0 2 4 3 0 0 0 0 0 0
2600 0.3 0.368 69 141 22 3 19 75 53 64 31 7 1 0 0 0
1907 0.225 0.292 60 130 22 1 13 73 50 100 2 14 1 0 0 0
1190 0.255 0.321 39 108 22 8 3 26 42 61 2 8 0 0 1 0
990 0.29 0.349 59 141 30 2 16 64 42 102 14 6 1 0 0 0
925 0.246 0.323 22 81 14 0 6 26 22 26 2 5 1 0 0 0
365 0.208 0.265 12 35 11 1 0 15 14 30 2 6 0 0 0 0
302 0.238 0.347 83 134 15 4 10 51 95 151 56 27 0 0 0 0
300 0.267 0.31 73 149 23 9 6 39 34 89 76 6 0 0 0 0
129 0.353 0.435 16 48 12 2 2 18 20 22 0 5 0 0 0 0
111 0.213 0.222 4 13 4 1 1 8 1 18 0 0 0 0 0 0
6100 0.302 0.391 102 174 44 6 18 100 90 67 2 15 1 1 0 0
4125 0.26 0.321 69 150 23 1 19 96 55 74 10 7 1 1 0 0
3213 0.255 0.347 45 71 7 5 1 17 39 47 37 3 1 0 0 0
2319 0.259 0.349 108 146 34 4 38 117 78 120 30 31 1 0 0 0
2000 0.223 0.307 43 84 10 4 10 40 36 56 7 4 1 0 0 0
1600 0.225 0.31 44 96 9 3 0 31 50 69 8 15 1 1 0 0
1394 0.258 0.381 58 108 23 0 4 51 83 50 1 5 1 0 0 0
935 0.275 0.351 40 70 16 4 4 21 30 42 15 3 1 1 0 0
850 0.327 0.424 60 141 14 3 0 54 75 38 4 20 1 1 0 0
775 0.272 0.3 18 62 14 2 5 35 9 19 0 3 0 0 1 0
760 0.241 0.32 33 84 16 2 6 36 40 53 2 14 0 0 1 1
629 0.293 0.355 32 79 17 0 1 30 24 43 2 0 0 0 0 0
275 0.257 0.315 51 96 10 1 6 34 33 57 13 8 0 0 0 0
120 0.225 0.33 7 20 2 0 0 5 14 19 1 2 0 0 0 0
2567 0.196 0.297 36 56 12 0 12 42 41 66 5 8 0 0 1 0
2500 0.252 0.309 66 137 33 1 28 81 48 93 1 5 1 0 0 0
2350 0.294 0.367 84 158 27 6 21 92 67 100 7 3 1 0 0 0
2317 0.297 0.391 48 73 13 5 3 12 37 20 24 4 1 0 0 0
2000 0.258 0.288 46 86 7 4 12 40 12 57 5 9 1 1 0 0
715 0.205 0.268 21 36 5 3 1 11 16 36 7 3 1 0 0 0
660 0.272 0.304 38 82 21 3 9 49 14 49 0 9 0 0 1 0
650 0.243 0.344 20 45 12 0 0 15 30 30 3 4 1 0 0 0
260 0.337 0.413 13 32 5 0 0 12 13 14 0 0 0 0 0 0
250 0.228 0.238 12 36 4 1 1 11 2 26 0 2 0 0 0 0
200 0.24 0.3 51 92 16 3 13 50 31 73 9 3 0 0 0 0
180 0.298 0.378 18 45 10 2 6 21 17 26 1 8 0 0 0 0
180 0.249 0.313 38 81 11 4 1 20 29 45 13 6 0 0 0 0
5150 0.292 0.41 95 149 28 5 25 116 107 73 43 3 0 0 1 0
4450 0.265 0.355 87 130 24 7 17 83 71 85 10 1 1 0 0 0
2000 0.265 0.306 53 133 16 6 3 54 30 56 7 9 0 0 1 1
1850 0.289 0.351 25 97 11 2 3 41 33 27 2 1 1 1 0 0
1192 0.295 0.363 19 65 17 1 1 29 21 32 1 5 1 0 0 0
875 0.27 0.33 96 164 32 8 16 67 52 99 10 24 0 0 1 1
825 0.246 0.324 45 62 12 2 7 24 28 39 17 6 1 0 0 0
525 0.288 0.366 24 47 7 0 7 24 18 23 2 3 0 0 0 0
367 0.273 0.344 23 51 11 2 4 23 19 34 9 1 0 0 0 0
325 0.239 0.328 16 26 1 1 4 18 14 15 3 2 0 0 0 0
320 0.244 0.281 7 20 4 0 1 11 5 17 4 2 0 0 0 0
150 0.275 0.373 83 113 17 2 10 50 64 81 8 12 0 0 0 0
113 0.34 0.381 15 36 7 0 0 7 7 17 3 6 0 0 0 0
113 0.25 0.28 2 6 0 2 0 1 1 8 0 1 0 0 0 0
2425 0.272 0.326 41 116 12 1 8 70 37 46 4 16 1 1 0 0
2367 0.219 0.268 34 82 13 2 9 33 23 86 5 9 1 0 0 0
2050 0.24 0.357 37 88 11 4 1 26 67 48 1 9 1 0 0 0
2000 0.285 0.38 96 157 30 3 3 50 83 36 35 8 1 0 0 0
1617 0.307 0.368 55 100 16 5 6 34 32 53 16 2 1 0 0 0
1167 0.24 0.3 29 58 8 4 6 36 22 34 15 5 1 0 0 0
992 0.264 0.319 38 121 24 5 2 57 36 63 9 7 0 0 1 0
400 0.227 0.26 21 47 10 2 1 15 10 29 12 2 0 0 0 0
315 0.305 0.36 69 173 40 6 8 77 50 113 20 3 0 0 0 0
315 0.28 0.353 76 158 36 3 11 81 62 94 17 25 0 0 0 0
230 0.251 0.301 83 142 23 15 9 69 41 114 44 6 0 0 0 0
135 0.216 0.316 28 58 7 2 5 28 39 33 14 1 0 0 0 0
130 0.243 0.322 38 45 8 3 5 17 18 45 15 6 0 0 0 0
3150 0.319 0.363 94 187 34 8 22 86 43 70 10 24 1 0 0 0
2785 0.297 0.371 81 119 10 1 0 26 47 40 72 3 1 1 0 0
2700 0.251 0.338 101 141 35 3 32 105 71 104 34 6 0 0 1 0
2400 0.253 0.313 32 67 12 0 11 45 25 31 0 3 1 0 0 0
1750 0.275 0.377 58 97 19 1 7 44 50 64 9 5 1 0 0 0
1262 0.32 0.368 41 98 17 2 3 32 23 19 2 15 0 0 1 0
940 0.259 0.358 49 91 14 3 11 54 54 59 5 17 0 0 1 0
555 0.275 0.377 67 109 25 1 21 87 65 81 8 7 0 0 0 0
500 0.249 0.296 36 88 9 2 0 27 22 63 3 18 0 0 1 0
370 0.188 0.243 13 30 7 0 5 14 11 42 1 8 0 0 1 0
350 0.241 0.316 46 99 25 0 6 44 44 48 1 4 0 0 0 0
148 0.242 0.284 7 23 6 0 4 23 6 20 1 3 0 0 0 0
146 0.251 0.296 32 68 16 1 12 50 17 48 0 8 0 0 0 0
4350 0.302 0.378 88 140 27 4 20 69 55 64 24 15 1 0 0 0
2833 0.28 0.359 51 101 12 2 6 35 46 39 5 7 1 0 0 0
2833 0.256 0.346 71 136 36 0 28 91 73 107 12 2 0 0 1 0
2750 0.301 0.354 91 175 35 3 26 88 44 79 19 12 0 0 1 0
1550 0.281 0.342 66 119 13 3 3 32 37 71 26 10 0 0 1 0
1300 0.234 0.301 13 36 5 0 6 19 16 39 0 6 0 0 1 0
1000 0.26 0.323 36 65 10 0 11 39 23 46 11 5 0 0 1 1
750 0.267 0.321 20 72 15 2 3 31 23 38 0 5 0 0 0 0
430 0.318 0.374 72 152 33 1 14 59 46 61 10 9 0 0 0 0
260 0.216 0.265 21 58 11 0 11 41 18 53 0 11 0 0 0 0
120 0.286 0.303 11 18 1 0 0 3 1 15 1 2 0 0 0 0
1500 0.253 0.312 65 145 30 3 13 80 46 85 4 23 0 0 1 0
1458 0.295 0.358 79 161 23 4 4 46 53 71 19 11 0 0 1 0
1210 0.285 0.331 84 170 28 10 8 54 42 65 34 5 0 0 1 0
935 0.262 0.319 44 121 20 7 4 50 40 49 9 10 0 0 0 0
800 0.214 0.29 38 72 12 1 11 38 36 92 1 3 1 1 0 0
395 0.218 0.327 26 31 3 1 1 11 24 17 16 0 0 0 0 0
350 0.294 0.387 79 163 26 4 15 82 75 116 7 12 0 0 0 0
285 0.254 0.32 51 120 28 9 13 69 40 101 10 5 0 0 0 0
139 0.243 0.27 27 61 13 2 9 36 9 74 4 18 0 0 0 0
133 0.153 0.227 11 18 6 0 1 7 12 41 1 1 0 0 0 0
4050 0.265 0.361 86 134 22 4 28 99 75 125 10 5 1 0 0 0
3600 0.235 0.353 39 67 10 0 11 33 48 92 14 3 1 0 0 0
3333 0.296 0.401 112 182 13 5 2 38 108 79 38 0 1 0 0 0
2183 0.264 0.353 39 91 16 2 8 40 47 32 4 7 1 0 0 0
1150 0.294 0.338 29 86 15 3 2 40 17 46 2 3 1 0 0 0
840 0.287 0.349 59 123 16 1 3 38 37 32 12 20 1 0 0 0
587 0.278 0.355 24 60 11 2 2 20 25 24 1 4 0 0 1 0
400 0.222 0.296 21 38 8 5 2 19 18 52 0 2 1 0 0 0
350 0.248 0.286 24 56 5 2 2 13 12 35 2 11 1 1 0 0
135 0.268 0.293 3 15 4 0 1 5 2 12 1 0 0 0 0 0
135 0.214 0.25 1 3 1 0 0 1 0 5 1 1 0 0 0 0
135 0.195 0.345 10 22 2 0 0 3 25 32 3 10 0 0 0 0
4075 0.278 0.396 84 147 19 1 31 106 105 135 4 14 1 0 0 0
3300 0.267 0.296 60 155 22 3 17 87 23 114 8 14 0 0 1 1
2387 0.317 0.355 69 158 27 11 4 62 34 19 8 3 1 0 0 0
2100 0.272 0.337 81 162 27 5 4 38 55 74 23 20 0 0 1 0
1750 0.265 0.322 44 102 17 1 6 51 33 56 3 18 1 1 0 0
805 0.262 0.315 51 94 12 1 21 49 27 66 5 2 0 0 1 0
725 0.194 0.277 25 34 12 2 2 22 19 15 5 8 0 0 1 0
687 0.217 0.319 41 74 16 0 12 44 51 77 9 9 1 1 0 0
200 0.228 0.295 26 84 16 0 10 47 31 90 2 2 0 0 0 0
130 0.286 0.444 0 2 0 0 0 0 2 3 0 0 0 0 0 0
125 0.269 0.345 4 7 2 1 0 5 3 4 0 0 0 0 1 1
120 0.246 0.267 5 14 2 0 0 9 1 9 2 2 0 0 0 0
117 0.275 0.298 6 25 3 0 1 6 2 14 0 7 0 0 0 0
114 0.243 0.308 13 26 7 2 2 8 9 27 1 1 0 0 0 0
4275 0.301 0.359 84 170 32 7 29 116 51 91 4 4 1 0 0 0
3563 0.312 0.357 67 155 30 3 4 43 34 74 17 6 1 0 0 0
2000 0.268 0.31 72 158 24 5 34 98 33 128 5 16 0 0 1 0
1600 0.262 0.352 74 129 24 5 19 48 63 95 14 11 1 0 0 0
1533 0.221 0.283 23 51 8 4 1 12 20 33 3 11 0 0 1 0
940 0.175 0.216 14 29 4 1 3 17 9 60 0 3 1 0 0 0
850 0.238 0.273 31 104 16 2 5 41 18 61 3 0 0 0 1 0
650 0.264 0.325 51 92 10 6 0 18 30 31 21 4 0 0 0 0
360 0.225 0.271 16 40 9 0 0 19 9 22 1 4 0 0 0 0
150 0.123 0.188 12 13 3 0 2 8 7 26 3 3 0 0 0 0
145 0.246 0.358 41 55 5 3 1 15 36 30 13 0 0 0 0 0
140 0.24 0.306 14 31 7 1 2 14 12 25 0 0 0 0 0 0
109 0.115 0.148 0 3 1 0 0 2 1 6 0 3 0 0 0 0
109 0.12 0.185 0 3 0 0 0 1 2 11 0 1 0 0 0 0
3415 0.227 0.307 29 40 9 1 10 28 16 29 4 8 1 1 0 0
2100 0.323 0.374 99 210 46 5 34 114 53 46 6 11 1 0 0 0
1300 0.278 0.321 57 135 22 1 5 43 28 45 6 1 1 0 0 0
1200 0.263 0.373 57 127 17 2 16 70 84 108 0 11 0 0 1 0
1025 0.26 0.313 82 158 27 10 19 59 47 115 16 3 1 0 0 0
730 0.216 0.253 24 62 11 1 0 14 15 31 0 7 0 0 1 0
687 0.233 0.326 45 74 16 0 23 61 41 99 0 0 0 0 0 0
380 0.204 0.255 29 42 9 0 7 18 13 49 0 4 0 0 0 0
365 0.23 0.336 40 59 12 3 2 27 36 44 12 3 0 0 0 0
175 0.243 0.304 36 83 15 0 11 31 29 61 0 1 0 0 0 0
150 0.233 0.302 40 91 17 2 16 45 40 82 1 7 0 0 0 0
150 0.278 0.316 15 59 7 0 2 22 12 19 1 3 0 0 0 0
140 0.269 0.303 32 58 12 1 13 33 11 51 1 2 0 0 0 0
3050 0.3 0.35 76 163 26 6 9 83 43 35 15 3 0 0 1 0
2900 0.249 0.374 75 120 18 1 26 87 96 133 0 0 1 0 0 0
2850 0.229 0.303 54 105 24 1 16 70 49 72 1 3 1 0 0 0
2700 0.332 0.421 93 181 42 2 8 51 89 32 1 12 1 0 0 0
2400 0.231 0.291 45 107 23 2 5 48 37 53 8 5 1 0 0 0
2300 0.251 0.314 56 119 33 3 14 56 39 81 6 2 1 0 0 0
1650 0.262 0.312 45 116 25 3 4 41 26 55 11 5 0 0 1 0
1600 0.283 0.349 87 175 42 2 5 60 60 53 6 14 0 0 1 1
1075 0.258 0.318 64 107 22 3 8 40 35 86 4 24 0 0 1 0
550 0.225 0.272 17 38 6 1 1 4 11 40 4 5 1 1 0 0
350 0.263 0.271 10 30 8 0 0 9 1 16 0 3 0 0 0 0
340 0.295 0.375 69 141 21 1 11 71 61 66 1 9 0 0 0 0
155 0.26 0.339 21 57 12 0 4 32 26 43 2 6 0 0 0 0
145 0.457 0.486 6 16 4 2 0 7 2 2 0 2 0 0 0 0
950 0.262 0.307 30 111 13 2 0 31 26 27 5 12 0 0 1 0
700 0.243 0.279 23 69 14 0 1 24 14 67 0 5 0 0 0 0
550 0.224 0.274 28 94 21 1 1 44 27 54 2 7 1 1 0 0
525 0.217 0.264 10 40 9 0 0 7 8 24 0 4 0 0 0 0
525 0.288 0.346 80 171 28 2 11 69 48 74 3 27 0 0 0 0
333 0.243 0.297 46 99 18 7 9 45 30 85 4 7 0 0 0 0
325 0.258 0.324 29 57 8 2 8 25 23 54 6 3 0 0 0 0
300 0.209 0.293 9 28 5 1 0 11 15 12 0 1 1 1 0 0
200 0.284 0.31 22 73 14 0 5 30 10 43 3 8 0 0 0 0
175 0.282 0.323 60 130 31 2 26 95 25 99 3 9 0 0 0 0
158 0.249 0.309 30 70 12 3 4 22 24 57 10 1 0 0 0 0
145 0.264 0.293 29 83 15 1 0 30 15 45 2 9 0 0 0 0
4500 0.261 0.347 102 163 25 0 44 133 78 151 0 8 1 0 0 0
3358 0.263 0.387 85 132 17 2 31 89 101 131 3 6 1 0 0 0
2400 0.248 0.32 57 93 20 0 9 55 37 39 11 9 1 0 0 0
2200 0.279 0.391 94 131 26 2 23 78 90 45 4 4 1 0 0 0
2017 0.179 0.314 64 60 14 2 25 64 89 175 1 7 1 0 0 0
1567 0.284 0.371 87 160 28 4 17 72 79 95 10 8 1 0 0 0
1050 0.247 0.306 65 114 14 9 6 52 36 60 15 3 1 1 0 0
375 0.237 0.351 23 46 10 1 7 29 35 40 1 1 1 1 0 0
355 0.26 0.293 18 66 6 0 4 21 12 26 2 3 1 0 0 0
300 0.259 0.309 65 144 36 3 21 91 40 149 12 23 0 0 0 0
230 0.257 0.335 77 122 15 7 3 33 52 92 41 6 0 0 0 0
150 0.289 0.325 29 46 13 2 5 17 9 24 10 2 0 0 0 0
120 0.291 0.341 19 37 5 0 2 11 10 25 2 2 0 0 0 0
109 0.216 0.341 37 61 7 5 0 19 54 91 29 6 1 0 0 0
3453 0.325 0.399 133 216 32 13 17 75 77 62 19 6 1 0 0 0
3200 0.26 0.332 66 131 20 4 10 77 54 79 6 2 1 0 0 0
2530 0.289 0.319 57 146 19 4 5 68 26 33 5 4 0 0 1 0
2167 0.213 0.282 48 77 16 2 11 38 35 71 13 9 1 0 0 0
1150 0.286 0.32 63 149 27 4 2 47 27 34 4 12 1 1 0 0
750 0.283 0.337 71 117 13 6 8 54 34 55 14 17 0 0 0 0
500 0.244 0.319 81 132 24 5 27 98 62 125 2 2 0 0 0 0
395 0.311 0.361 64 125 15 6 1 57 33 38 16 1 0 0 0 0
300 0.206 0.262 14 51 18 1 1 28 17 26 0 3 1 1 0 0
284 0.265 0.35 28 62 11 3 1 25 29 21 4 11 1 0 0 0
230 0.238 0.272 53 106 18 3 15 59 22 107 14 7 0 0 0 0
109 0.364 0.364 2 4 1 0 1 1 0 4 0 0 0 0 0 0
5300 0.316 0.397 78 153 35 3 31 100 65 121 6 7 1 1 0 0
3620 0.288 0.339 64 169 35 0 9 68 46 42 2 5 1 0 0 0
2500 0.268 0.308 52 122 20 0 24 77 25 49 3 6 1 0 0 0
2167 0.225 0.312 37 64 12 0 17 48 36 80 1 0 1 0 0 0
2150 0.267 0.333 68 130 22 2 20 69 45 77 32 4 0 0 1 0
1950 0.247 0.343 67 119 15 4 12 49 67 84 6 12 1 1 0 0
1300 0.285 0.321 67 140 23 2 19 80 26 40 0 3 0 0 1 0
360 0.245 0.322 19 45 11 1 1 15 18 43 3 15 0 0 0 0
280 0.23 0.257 34 106 23 1 12 53 16 75 3 15 0 0 0 0
255 0.22 0.333 69 110 14 1 23 63 83 128 5 6 0 0 0 0
147 0.242 0.288 35 72 12 4 3 23 15 52 12 18 0 0 0 0
125 0.238 0.336 43 76 19 4 3 34 48 57 10 5 0 0 0 0
109 0.308 0.31 4 8 1 0 0 3 1 3 0 0 0 0 0 0
3742 0.273 0.33 89 174 42 3 33 108 49 112 20 8 1 0 0 0
3633 0.252 0.308 58 108 18 2 20 65 31 70 12 13 1 0 0 0
2983 0.295 0.354 88 188 41 11 9 69 57 86 53 15 0 0 1 0
2383 0.282 0.342 110 181 40 10 17 60 55 135 33 1 1 0 0 0
2300 0.262 0.326 75 149 27 4 28 86 56 109 7 2 1 1 0 0
1375 0.25 0.342 37 72 15 0 12 48 36 76 4 2 1 0 0 0
1000 0.244 0.271 22 71 17 0 5 36 11 45 0 4 0 0 1 0
1000 0.234 0.274 41 104 18 3 0 29 24 107 7 19 0 0 1 0
900 0.216 0.318 20 40 5 1 1 21 29 21 0 3 1 0 0 0
775 0.25 0.364 27 60 12 1 2 24 44 44 0 0 1 0 0 0
600 0.243 0.286 27 85 6 2 0 27 22 49 5 22 1 1 0 0
387 0.256 0.353 64 116 30 1 17 68 68 84 0 5 0 0 0 0
117 0.275 0.361 17 44 7 0 4 20 19 43 0 14 0 0 0 0
2700 0.246 0.293 58 144 22 1 18 66 33 104 5 17 1 0 0 0
2317 0.238 0.322 48 85 11 1 16 50 44 62 3 5 1 0 0 0
1650 0.296 0.352 92 179 28 8 2 50 52 74 48 5 0 0 1 1
640 0.263 0.321 32 65 10 2 2 26 11 55 7 3 0 0 0 0
190 0.258 0.295 38 94 14 1 3 20 14 26 4 11 0 0 0 0
170 0.2 0.258 11 23 7 0 1 13 8 34 1 3 0 0 0 0
135 0.211 0.274 5 12 2 0 0 3 3 2 0 4 0 0 0 0
130 0.203 0.313 7 14 4 0 0 3 10 17 0 1 0 0 0 0
130 0.293 0.354 8 17 7 0 0 9 6 12 1 1 0 0 0 0
3650 0.285 0.323 63 159 27 0 25 86 32 62 2 10 1 0 0 0
3575 0.304 0.345 85 198 38 2 10 56 41 38 31 10 1 0 0 0
3500 0.268 0.359 102 163 20 6 5 50 83 68 51 3 1 0 0 0
2500 0.259 0.358 71 106 22 5 18 66 62 86 0 6 1 1 0 0
1900 0.273 0.284 52 143 20 3 3 49 11 38 21 21 0 0 1 0
1350 0.241 0.299 42 111 25 0 18 74 32 86 1 6 1 1 0 0
740 0.284 0.367 92 172 25 1 23 100 80 67 2 18 0 0 1 0
650 0.246 0.31 25 41 13 0 5 22 15 42 0 4 0 0 1 0
620 0.318 0.453 104 178 31 2 32 109 138 112 1 2 0 0 0 0
565 0.274 0.304 72 161 14 13 0 49 26 58 26 2 0 0 0 0
235 0.241 0.313 37 55 2 3 0 18 20 21 11 10 0 0 0 0
225 0.165 0.218 15 19 4 1 1 5 7 25 0 0 0 0 0 0
200 0.281 0.386 37 63 16 3 6 31 38 40 1 10 0 0 0 0
145 0.251 0.361 42 61 10 2 3 25 39 48 14 2 0 0 0 0
120 0.217 0.25 4 5 0 0 0 0 1 7 1 1 0 0 0 0
109 0.225 0.333 71 8 16 4 0 3 14 12 25 0 0 0 1 0
4200 0.301 0.36 79 166 34 3 21 96 52 66 2 8 1 1 0 0
3417 0.259 0.322 65 135 32 1 16 74 49 46 6 2 1 0 0 0
3100 0.255 0.327 77 129 40 2 10 61 58 75 2 1 1 0 0 0
1650 0.301 0.333 47 113 22 3 2 47 20 35 5 5 1 1 0 0
1150 0.272 0.338 59 132 19 2 9 62 47 38 26 17 0 0 1 0
900 0.25 0.279 11 57 10 0 1 23 11 46 0 1 1 0 0 0
740 0.277 0.33 34 74 18 2 13 41 17 52 1 3 0 0 1 0
575 0.28 0.336 41 77 22 1 4 23 23 44 14 10 0 0 0 0
425 0.252 0.301 15 35 5 1 5 22 10 23 1 0 0 0 1 0
400 0.188 0.243 20 36 9 1 2 18 15 40 2 2 1 1 0 0
287 0.277 0.32 24 51 9 0 2 13 11 42 15 4 0 0 0 0
275 0.261 0.289 86 164 28 9 8 64 24 99 20 3 0 0 0 0
183 0.217 0.283 45 80 16 4 5 34 30 75 17 16 0 0 0 0
170 0.251 0.315 22 58 8 0 3 31 23 42 2 6 0 0 0 0
153 0.216 0.267 20 51 7 0 1 17 16 45 3 12 0 0 0 0
109 0.271 0.328 74 161 22 6 12 58 49 133 23 17 1 1 0 0
3100 0.284 0.373 72 131 20 1 20 89 67 48 4 8 1 0 0 0
2992 0.319 0.352 92 195 29 6 15 89 31 78 11 6 1 0 0 0
2800 0.277 0.385 84 148 34 1 29 93 95 117 5 0 1 0 0 0
2500 0.311 0.336 54 137 28 1 10 69 14 22 1 8 1 1 0 0
1933 0.265 0.31 52 108 23 3 8 42 26 72 11 9 0 0 1 0
1200 0.279 0.322 36 102 20 0 6 36 21 55 1 11 1 1 0 0
1075 0.31 0.363 79 137 27 8 18 74 34 79 13 7 0 0 1 0
950 0.286 0.361 34 73 14 1 2 19 30 21 2 3 0 0 1 0
450 0.303 0.401 21 50 10 1 6 23 24 25 0 2 0 0 0 0
360 0.281 0.351 78 159 24 6 1 50 59 40 25 18 0 0 0 0
175 0.286 0.378 35 57 7 2 5 20 30 35 5 7 0 0 0 0
155 0.283 0.327 15 39 7 1 7 26 9 31 3 1 0 0 0 0
5000 0.307 0.357 110 203 44 5 25 116 56 91 16 7 0 0 1 1
3250 0.268 0.4 105 126 17 1 18 57 96 73 58 8 1 0 0 0
2825 0.201 0.33 62 97 22 0 22 75 93 116 2 4 1 0 0 0
2600 0.276 0.346 86 158 33 0 25 85 58 113 6 1 1 0 0 0
2050 0.274 0.312 50 125 31 1 6 67 22 70 2 15 0 0 1 0
1583 0.295 0.383 76 144 25 1 20 90 72 67 0 1 1 0 0 0
1150 0.063 0.063 0 1 0 0 0 1 0 2 0 0 1 1 0 0
1100 0.238 0.29 38 70 14 4 0 28 18 43 20 3 1 0 0 0
760 0.226 0.286 15 30 8 1 0 13 12 14 0 5 0 0 1 0
525 0.261 0.321 16 53 4 0 1 17 16 28 0 6 1 0 0 0
500 0.249 0.385 32 51 10 1 1 20 47 25 2 3 1 1 0 0
205 0.249 0.336 33 46 8 0 3 21 23 42 12 3 0 0 0 0
185 0.238 0.289 21 56 5 1 0 21 14 37 3 11 0 0 0 0
115 0.235 0.268 9 16 5 0 2 4 3 11 3 1 0 0 0 0
3750 0.256 0.338 52 95 13 1 27 69 43 57 2 6 1 0 0 0
2188 0.248 0.3 58 139 29 3 17 88 44 61 0 5 1 0 0 0
2167 0.254 0.332 95 160 34 6 3 57 72 63 28 18 0 0 1 0
2167 0.194 0.286 38 63 8 1 8 32 34 49 0 6 1 0 0 0
2050 0.327 0.399 76 179 42 1 22 100 71 82 18 4 0 0 1 0
1445 0.244 0.337 64 99 14 4 27 77 53 117 0 5 0 0 1 0
875 0.305 0.347 35 54 6 2 6 23 10 27 16 2 0 0 1 0
560 0.307 0.405 98 167 35 1 14 52 84 72 0 15 0 0 0 0
360 0.23 0.302 42 98 16 4 1 41 45 37 7 13 0 0 0 0
162 0.247 0.286 16 44 13 0 2 22 9 38 0 7 0 0 0 0
133 0.205 0.272 11 23 2 0 4 9 11 24 0 2 0 0 0 0
109 0.216 0.285 38 87 12 0 19 51 35 117 0 2 1 0 0 0
4300 0.266 0.359 115 152 32 1 44 122 78 152 26 9 1 0 0 0
3850 0.322 0.389 115 203 49 3 26 88 68 72 4 12 0 0 1 1
2387 0.341 0.408 108 201 27 3 15 78 65 78 36 14 1 0 0 0
950 0.278 0.377 76 113 17 2 17 49 58 70 1 0 1 1 0 0
675 0.271 0.339 21 54 8 1 2 20 21 25 2 11 1 1 0 0
600 0.252 0.283 44 136 18 4 9 44 25 84 11 21 1 1 0 0
287 0.264 0.321 78 144 34 1 27 102 42 118 4 6 0 0 0 0
230 0.269 0.332 46 106 22 0 20 69 33 93 0 6 0 0 0 0
215 0.194 0.27 8 28 3 2 1 11 16 23 1 1 0 0 0 0
183 0.213 0.312 36 57 8 3 2 26 39 32 8 15 0 0 0 0
170 0.111 0.138 3 3 0 0 0 1 1 7 0 0 0 0 0 0
160 0.264 0.318 24 48 7 0 1 22 15 18 0 7 0 0 0 0
142 0.187 0.281 38 50 9 2 15 37 32 98 0 9 0 0 0 0
140 0.264 0.27 24 74 16 0 3 27 5 42 0 10 0 0 0 0
109 0.258 0.395 6 8 1 0 1 6 7 11 0 0 0 0 0 0
<!DOCTYPE html>
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<title>Solution</title>
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<script src='https://unpkg.com/d3@4'></script>
<script src='https://unpkg.com/d3-component@3'></script>
<script src='https://unpkg.com/redux@3/dist/redux.min.js'></script>
<script src='https://unpkg.com/d3-tip@0.7.1'></script>
<script src='https://cdnjs.cloudflare.com/ajax/libs/babel-standalone/6.23.1/babel.min.js'></script>
<link rel='stylesheet' href='https://unpkg.com/bootstrap@4.0.0-alpha.6/dist/css/bootstrap.min.css'>
<style>
body {
margin: 0px;
}
.point {
fill: currentColor;
}
/* Tooltip styles copied from
http://bl.ocks.org/Caged/6476579 */
.d3-tip {
line-height: 1;
padding: 12px;
background: rgba(0, 0, 0, 0.8);
color: #fff;
border-radius: 2px;
}
.axis .tick line {
stroke-width: 1px;
stroke: #dddddd;
}
.axis .tick text {
font-size: 20px;
fill: #8E8883;
}
.axis .domain {
display: none;
}
.axis__label {
text-anchor: middle;
font-size: 30px;
fill: #635F5D;
}
.legend .tick text {
font-size: 20px;
fill: #8E8883;
font-family: sans-serif;
alignment-baseline: middle;
}
.legend__label {
font-size: 30px;
fill: #635F5D;
font-family: sans-serif;
}
</style>
</head>
<body>
<svg width="1200" height="500"></svg>
<script>
const xValue = d => d.battingAverage;
const yValue = d => d.numRuns;
const sizeValue = d => d.salary;
const sizeMax = 13;
const xLabel = "Batting Average";
const yLabel = "Number of Runs";
const margin = {top: 30, right: 500, bottom: 100, left: 100};
const svg = d3.select("svg");
const width = +svg.attr("width");
const height = +svg.attr("height");
const innerWidth = width - margin.left - margin.right;
const innerHeight = height - margin.top - margin.bottom;
const xScale = d3.scaleLinear().range([0, innerWidth]);
const yScale = d3.scaleLinear().range([innerHeight, 0]);
const sizeScale = d3.scaleSqrt()
.range([0, sizeMax]);
const xAxis = d3.axisBottom()
.scale(xScale)
.tickSizeInner(-innerHeight)
.tickPadding(15);
const yAxis = d3.axisLeft()
.scale(yScale)
.tickSizeInner(-innerWidth)
.ticks(5)
.tickPadding(10);
const g = svg.append("g")
.attr("transform", `translate(${margin.left}, ${margin.top})`);
const xAxisG = g.append("g")
.attr("class", "axis")
.attr("transform", `translate(0, ${innerHeight})`);
const yAxisG = g.append("g")
.attr("class", "axis");
xAxisG
.append("text")
.attr("class", "axis__label")
.attr("x", innerWidth / 2)
.attr("y", 85)
.text(xLabel);
yAxisG
.append("text")
.attr("class", "axis__label")
.attr("transform", "rotate(-90)")
.attr("x", -innerHeight / 2)
.attr("y", -45)
.text(yLabel);
function sizeLegend(selection, props){
const sizeScale = props.sizeScale;
const positionX = props.positionX;
const positionY = props.positionY;
const ticksCount = props.ticks;
const tickFill = props.tickFill;
const tickSpacing = props.tickSpacing;
const tickPadding = props.tickPadding;
const label = props.label;
const labelX = props.labelX;
const labelY = props.labelY;
let legendG = selection
.selectAll(".legend--size")
.data([null]);
legendG = legendG
.enter().append("g")
.attr("class", "legend legend--size")
.merge(legendG)
.attr("transform", `translate(${positionX}, ${positionY})`);
const legendLabel = legendG
.selectAll(".legend__label")
.data([null]);
legendLabel
.enter().append("text")
.attr("class", "legend__label")
.merge(legendLabel)
.attr("x", labelX)
.attr("y", labelY)
.text(label);
const ticks = legendG
.selectAll(".tick")
.data(sizeScale.ticks(ticksCount).filter(d => d));
const ticksEnter = ticks
.enter().append("g")
.attr("class", "tick");
ticksEnter
.merge(ticks)
.attr("transform", (d, i) => `translate(0, ${i * tickSpacing})`);
ticks.exit().remove();
ticksEnter
.append("circle")
.merge(ticks.select("circle"))
.attr("r", sizeScale)
.attr("fill", tickFill);
ticksEnter
.append("text")
.merge(ticks.select("text"))
.attr("x", tickPadding)
.text(d => d);
}
function render(data){
xScale
.domain(d3.extent(data, xValue))
.nice();
yScale
.domain(d3.extent(data, yValue))
.nice();
sizeScale
.domain([0, d3.max(data, sizeValue)]);
xAxisG.call(xAxis);
yAxisG.call(yAxis);
const circles = g.selectAll("circle").data(data);
circles.exit().remove();
circles
.enter().append("circle")
.attr("r", 5)
.merge(circles)
.attr("cx", d => xScale(xValue(d)))
.attr("cy", d => yScale(yValue(d)))
.attr("r", d => sizeScale(sizeValue(d)))
.attr("stroke", "white")
.attr("opacity", 0.6);
sizeLegend(svg, {
sizeScale: sizeScale,
positionX: 722,
positionY: 200,
ticks: 5,
tickFill: "black",
tickSpacing: 35,
tickPadding: 16,
label: "Salary (thousands)",
labelX: -20,
labelY: -30
});
}
function type(d){
d.salary = +d.salary;
d.battingAverage = +d.battingAverage;
d.onBase = +d.onBase;
d.numRuns=+d.NumberRuns;
return d;
}
d3.csv("baseball.csv", type, render);
</script>
</body>
</html>
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