First Run Results¶
The first similarity runs on the data were very simple. Using N-Dimensional euclidean distance analyzing the stats:
| Stat | Abbrev | Qualifier |
|---|---|---|
| Plate Appearances | pa | > 502 |
| Hits | h | N/A |
| Homeruns | hr | N/A |
| Runs Batted In | rbi | N/A |
| Batting Average | ba | N/A |
"meta": {
"year": 2015,
"stats": [
"pa",
"h",
"hr",
"rbi",
"ba"
],
"date": "2016-02-14T07:47:40.385Z",
"distanceAlgorithm": "euclidean",
"similairtyAlgorith": "1/(1 + distance)",
"qualifier": "plate appearances > 502",
"pairs": 5565
},
Most Similar Players¶
| Player | Player | Distance | Similarity |
|---|---|---|---|
| Avisail García | Brett Lawrie | 5.1961532887319635 | 0.16139045523914872 |
| Christian Walker | Nick Castellanos | 5.291503000093641 | 0.15894453201168565 |
| Asdrubal Cabrera | Cameron Maybin | 6.557438829299134 | 0.13231995952426898 |
| Jean Segura | Andrelton Simmons | 6.708208702776025 | 0.12973182727134272 |
| Yunel Escobar | Cristhian Adames | 7.416211701401195 | 0.11881830394469668 |
| Matt Kemp | Jesús Aguilar | 7.549834700177216 | 0.11696132557735561 |
| Stefen Romero | Corey Seager | 7.615775469379333 | 0.11606616299995552 |
| Joe Mauer | Elvis Andrus | 7.681148937496265 | 0.1151921257427949 |
| Charlie Blackmon | Adam Eaton | 7.937253933193772 | 0.11189119247086728 |
| Cameron Maybin | Derek Norris | 8.062275671297776 | 0.11034755907583128 |
| Asdrubal Cabrera | Derek Norris | 8.831773604435295 | 0.101711048304538 |
| Alexei Ramírez | Kolten Wong | 9.165160609612904 | 0.09837522872529218 |
| Darnell Sweeney | Rob Refsnyder | 9.219544457292887 | 0.09785171972967724 |
| David Peralta | Alex Dickerson | 9.327380393229387 | 0.09682997642418578 |
| Billy Butler | Avisail García | 9.433983040052594 | 0.0958406771566843 |
| Francisco Cervelli | Leury García | 9.486836353600708 | 0.09535764326642181 |
| Francisco Cervelli | Daniel Castro | 9.94988889385203 | 0.09132512756010375 |
| Chris Coghlan | Pablo Sandoval | 10.049876864917302 | 0.0904987460244865 |
| Yangervis Solarte | Starlin Castro | 10.148892796753742 | 0.08969500543508438 |
| Yangervis Solarte | Keon Broxton | 10.246951205114621 | 0.08891298466247846 |
| Neil Walker | Nick Castellanos | 10.24696032977585 | 0.08891291252735571 |
| Jean Segura | Didi Gregorius | 10.295633249101291 | 0.08852978650661861 |
| Kyle Seager | Kole Calhoun | 10.295634997415167 | 0.08852977280417035 |
| Brandon Belt | Dariel Álvarez | 10.44030693993237 | 0.08741024215963139 |
| Freddy Galvis | Marcus Semien | 10.44030823299772 | 0.08741023227990148 |