https://www.xstats.org/articles daily 0.75 2022-02-28 https://www.xstats.org/articles/2022/2/28/the-most-insane-out-of-the-box-baseball-proposal-dual-league-restructuring monthly 0.5 2022-02-28 https://www.xstats.org/articles/2021/8/27/scraping-the-mlb-api-using-node monthly 0.5 2021-09-01 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1630337650942-FDO4J9V1K62NOJ1TTTP3/scrapeMLBapi-wide.png Articles - How to Scrape The MLB API With Node! - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1630265009180-LWPHY1MBILW8JXEIZ6L6/image_2021-08-29_152328.png Articles - How to Scrape The MLB API With Node! - Make it stand out https://statsapi.mlb.com/api/v1.1/game/565323/feed/live, beautified https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1630264948452-VF9XB1KN3D995OPXR3FW/image_2021-08-29_152227.png Articles - How to Scrape The MLB API With Node! - Make it stand out https://statsapi.mlb.com/api/v1/schedule?sportId=1, beautified https://www.xstats.org/articles/2018/4/20/battedballclasses monthly 0.5 2018-04-20 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1524265766818-CVL9CCY87JBQD7FNLZWY/image-asset.gif Articles - New Batted Ball Classes https://www.xstats.org/articles/2018/3/30/xstatsx2-9 monthly 0.5 2018-03-30 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1522440367120-TRWT2RAUBPZK9FJNVKWX/image-asset.png Articles - Introducing xStats version 2.9 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1522440173559-6RPHS21HTSVBMYUB8GBC/batters3.PNG Articles - Introducing xStats version 2.9 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1522439868634-MTRUIONO5WPFD38PNAH4/image-asset.png Articles - Introducing xStats version 2.9 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1522440702054-9TDMZIL0IBP4VSYTC3OS/image-asset.png Articles - Introducing xStats version 2.9 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1522441219710-67ZTTZDYPZXNWJPKQXSO/image-asset.png Articles - Introducing xStats version 2.9 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1522440290091-0NKEYTFJX01DC2RKXY2G/image-asset.png Articles - Introducing xStats version 2.9 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1522441299885-2D6L5DXBVCI63IGEUHL4/image-asset.png Articles - Introducing xStats version 2.9 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1522437133308-TN3K2C736VFBC3GJ76GP/image-asset.png Articles - Introducing xStats version 2.9 https://www.xstats.org/articles/2017/12/4/the-new-player-search-tool monthly 0.5 2017-12-05 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1512422283909-WRALX22P0YKLIFYKBAFV/image-asset.png Articles - The New Player Search Tool. https://www.xstats.org/articles/2017/11/17/i1plrko56m7oyj5sehf8kwer20awlo monthly 0.5 2017-12-05 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952478003-7DDFJPY5H9Z3194N6YSQ/DB+BIP.PNG Articles - Leaderboards For The Six Batted Ball Types - Dribble Balls Sorted by BIP Many of the guys on this list are speedsters. Dee Gordon, LeMahieu, Yelich, Inciarte, Simmons, Gardner, Altuve, and Lindor, to name a few. Most of these guys are aiming to either hit the ball into the ground (Gordon) or on shallow line drives (Yelich). The natural result of which will increase the DB rate, whether intentionally or otherwise. Others on the list simply produce such a huge volume of balls in play that DB occur by chance (Altuve). https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952514136-NFHKGGC8GMBY7WYBTU3X/DB+wOBA.PNG Articles - Leaderboards For The Six Batted Ball Types - Dribble Balls Sorted by wOBA: This list is a little more puzzling. Many of them are sluggers, so perhaps infielders have a deeper average position, leading to more hits on weakly hit balls. There are a few batters here who are fast runners (deShields, Kiermaier, Bellinger), so they may simply be beating out balls using their legs. However, considering that this list is mostly composed of harder hitting batters, clearly Exit Velocity is playing a large factor. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952783064-VPETM744OV1BWPKFTA5A/image-asset.png Articles - Leaderboards For The Six Batted Ball Types - Fly Balls Sorted by wOBA Most of the batters on this list are elite batters, especially once you set a higher threshold for minimum BIP. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952599780-UKS3U1PIWM6VVBKNW056/image-asset.png Articles - Leaderboards For The Six Batted Ball Types - Ground Balls Sorted by wOBA: This is not a great list of players, which I think points towards the contextual component of the GB type. Most of these batters had mediocre seasons, with a few obvious exceptions. You see Judge making his mark, his success on this batted ball type is likely what helped sustain his high batting average. Nelson Cruz and Tommy Pham also had solid seasons. Generally speaking, though, you don't want GB wOBA to be your claim to fame, it isn't valuable enough. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952832766-MFVES3BV5VYV7QR6MMDW/image-asset.png Articles - Leaderboards For The Six Batted Ball Types - Pop Ups Sorted by wOBA Not even sorting by wOBA (which we can likely attribute to luck) can make the PU type seem redeemable. Devers hit three homers in this launch angle range. Gallo hit four. Good for them, I guess. You don't want to hit these balls, you want to lower the launch angle into a Fly Ball or ideally a High Drive. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952670350-VKZ2TE35UDPYLFKHBFRV/image-asset.png Articles - Leaderboards For The Six Batted Ball Types - Line Drives Sorted by wOBA: Elite power hitters can have production in one of three areas: Line Drives, High Drives, and Fly Balls. Generally speaking, the guys with the highest exit velocity live in the Line Drives range, and that is why you see Judge and Stanton on this list. I find the other names on this list a bit confusing. You have a few upcoming power hitters like Bellinger and Bryant. Then you have relatively weak hitters like Mike Zunino and Alcides Escobar. It is a weird list. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952624639-Q2U71JXQ1C0GACH2YR0E/image-asset.png Articles - Leaderboards For The Six Batted Ball Types - Line Drives Sorted by BIP: Line Drives are the second most valuable batted ball type, and only slightly less valuable than the High Drives. Due to the physics of baseball batters often create their maximum Exit Velocity in this range of launch angles. As a result, even batters with lower average Exit Velocities can have good success rates on their Line Drives. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952732267-BI0PEAWFIRF54MV9CMAY/image-asset.png Articles - Leaderboards For The Six Batted Ball Types - High Drives Sorted by wOBA: Yowzers. Look at those wOBAs! Look at those batting averages! Donaldson hit over .900! The chart speaks for itself. Hit more HD. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952560030-A1V2C70HDGKA2G4QCZUU/GB+BIP.PNG Articles - Leaderboards For The Six Batted Ball Types - Ground Balls Sorted by BIP: The Ground Ball batted ball type is difficult to write about, since it depends on context. It is difficult for a power hitter to have a good season without hitting a certain minimum number of Ground Balls; you cannot live off Dribble Balls, their success rates are too low. On the flip side, batters who hit too many Ground Balls are generally lacking in power. It is all about balance. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952699463-ILLXLRXOY0T3XO3LKT3Y/image-asset.png Articles - Leaderboards For The Six Batted Ball Types - High Drives Sorted by BIP: High Drives are the most valuable of the six types of batted ball. They are hit on angles that promote doubles and home runs, and are generally hit with an excellent Exit Velocity. This group of batters contains many elite hitters: Arenado, Betts, Altuve, Bryant, Votto and Blackmon. Wow, what a group of names. You want to hit as many balls in this area as you can, they are very valuable. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952758036-MHJJ6EA8AUL5OMPOSWOG/image-asset.png Articles - Leaderboards For The Six Batted Ball Types - Fly Balls Sorted by BIP Most of the players on this list are great hitters. Hitting more of these types of balls is clearly a positive sign. Obviously Exit Velocity is also important, so you should set an appropriate minimum Exit Velocity before looking at this group, so you can weed out batters like Eduardo Escobar and Kevin Pillar. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1510952805713-C566V5AFWQNH044PUU0Z/image-asset.png Articles - Leaderboards For The Six Batted Ball Types - Pop Ups Sorted by BIP This is obviously the weakest batted ball type. They are almost guaranteed outs, very occasionally carrying enough to leave the park or bounce off the ball for a double. You do not want to hit many of these balls. https://www.xstats.org/articles/2017/7/31/jonathon-lucroy-is-a-rockie-how-will-his-batted-balls-change monthly 0.5 2017-12-05 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1501539299867-XHNEGWS8S6N5N414ZBKY/image-asset.png Articles - Projecting Lucroy's Rest of Season Stats. https://www.xstats.org/articles/2017/6/4/a-new-stat monthly 0.5 2017-12-20 https://www.xstats.org/articles/2017/6/9/dexter-fowlers-added-power monthly 0.5 2017-12-05 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1496982920689-DH67ELIW0LUBPHBJRAL8/image-asset.jpeg Articles - Dexter Fowler’s Added Power https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1496983014683-6KK10MQFQDFTESZ0HOJG/2.jpg Articles - Dexter Fowler’s Added Power - 2016 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1496983016891-UJVIQU7V701R7DWHUMTM/3.jpg Articles - Dexter Fowler’s Added Power - 2017 https://www.xstats.org/articles/2017/6/1/zack-godley-and-his-fastball-are-for-real monthly 0.5 2017-12-05 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1496368137979-LAXWCK6R2X0VC6I4T1NX/image-asset.jpeg Articles - Zack Godley And His Fastball Are For Real https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1496411069041-WSB2B5HZ161G6UANJOSX/media-20170602.jpg Articles - Zack Godley And His Fastball Are For Real - 2016 Heatmap https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1496411061095-0IY0ZX7HNZCEF8LBW2IV/media-20170602+%281%29.jpg Articles - Zack Godley And His Fastball Are For Real - 2017 Heatmap https://www.xstats.org/articles/2017/5/25/the-struggles-of-johnny-cueto monthly 0.5 2017-12-05 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1495719782971-M9ZMPI9VJCK0GY1CJF32/image-asset.jpeg Articles - The Struggles of Johnny Cueto 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https://www.xstats.org/articles/tag/Francisco+Lindor monthly 0.5 https://www.xstats.org/articles/tag/Dual+League+Structure monthly 0.5 https://www.xstats.org/articles/tag/v2.9 monthly 0.5 https://www.xstats.org/articles/tag/Dexter+Fowler monthly 0.5 https://www.xstats.org/articles/tag/Awards monthly 0.5 https://www.xstats.org/articles/tag/RotoGraphs monthly 0.5 https://www.xstats.org/articles/tag/Player+Search+Tool monthly 0.5 https://www.xstats.org/articles/tag/MLB+API monthly 0.5 https://www.xstats.org/articles/tag/Player+Analysis monthly 0.5 https://www.xstats.org/articles/tag/node+mlb+scraper monthly 0.5 https://www.xstats.org/articles/tag/bbFIP monthly 0.5 https://www.xstats.org/trivia daily 0.75 2017-02-12 https://www.xstats.org/trivia/2017/2/12/syndergaards-fastballs-are-insane monthly 0.5 2017-02-13 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486945500879-U2RFE453G3HX3Z822KR0/image-asset.png Essays - Syndergaard's Fastballs Are Insane Orange = Curveball, Red = Slider, Blue = Changeup, Black = Fastball https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486949676090-FWODZ9GF6K7E27QHM92I/image-asset.gif Essays - Syndergaard's Fastballs Are Insane I included Syndergaard's slider, too, just to rub it in. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486943429911-ZTA1YHEVX36U7X93WOJX/image-asset.png Essays - Syndergaard's Fastballs Are Insane This chart looks a lot like a map, with the blue area's looking like sea and the green like land. That wide blue area in the middle is the Sea of Fastballs, as you may notice going forward. https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486944092555-YV0IYJKG4BZF5F8YW6IA/image-asset.png Essays - Syndergaard's Fastballs Are Insane https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486948429268-C4TB8E86NO4L1V61VCDB/image-asset.gif Essays - Syndergaard's Fastballs Are Insane The algorithm that rendered this gif, which was designed to have a smooth transition between 100% and 0% opacity, introduced this weird pixelation effect. It is unintentional, but it looks kinda cool. https://www.xstats.org/side-projects daily 0.75 2017-12-18 https://www.xstats.org/side-projects/2017/12/18/distance-calculator monthly 0.5 2017-12-19 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1513623154436-KF0ZQREFO90FFE099390/image-asset.png Side Projects - Distance Calculator https://www.xstats.org/side-projects/2017/12/4/the-no-nulls-appendix monthly 0.5 2017-12-05 https://www.xstats.org/side-projects/2017/12/4/batted-ball-type-frequency-changes-from-2016-to-2017 monthly 0.5 2017-12-05 https://www.xstats.org/side-projects/2017/12/4/dejuiced-balls monthly 0.5 2017-12-04 https://www.xstats.org/side-projects/tag/Distance+Calculator monthly 0.5 https://www.xstats.org/xstats daily 1.0 2018-07-23 https://www.xstats.org/about daily 0.75 2017-02-10 https://www.xstats.org/tools daily 0.75 2017-04-24 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1487999104311-96WLITVCZZJD67P8HT68/pitchmovementtool Tools Pitch Movement Tool https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486330633894-FKNDU11SW3U02H7S77AI/donuts.PNG Tools Launch Angle And Exit Velocity Tool https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486330617592-LQJVY1OY6E7Y0TRTX9WA/zonechart.PNG Tools Batted Ball Value By Pitch Zone Chart https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486330728636-0WC7HTKJ46D7K29CD1T8/vlaunch.png Tools Vertical Launch Angle Tool https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486332088781-T8L1GA2OU2G9V2TZKIF5/homeruntool.png Tools Home Run Tool https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486331307182-WMW8CMKO83XM9LT5UD3U/spinratetool Tools Spin Rate And Movement Tool https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1486330981440-Q7Q3NB78YL8TSFEL8EWQ/pitcherspinratetool Tools Pitcher Spin Rate and Movement Tool https://www.xstats.org/pitch-stats daily 0.75 2018-01-16 https://www.xstats.org/contact daily 0.75 2017-04-19 https://www.xstats.org/projections daily 0.75 2017-12-18 https://www.xstats.org/glossary daily 0.75 2018-12-05 https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1524770391606-T9TC5OLROU69MXWH2901/LD.png Glossary https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1524770329133-YTZURTUUULB58SF849YW/image-asset.png Glossary https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1524770409677-0F9L2NGV213INHX9RHDT/HD.png Glossary https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1524770361835-4R5HXVJUA9DS0FVU68QR/GB.png Glossary https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1524770424679-ORUC3G17SVOPZ1RZSJKL/image-asset.png Glossary https://images.squarespace-cdn.com/content/v1/58978d29725e2590c7c6964f/1524770443099-JU3KF1242S0SQJLIS1O8/image-asset.png Glossary https://www.xstats.org/contribution daily 0.75 2017-04-19 https://www.xstats.org/biptypes daily 0.75 2018-12-05 https://www.xstats.org/new-page daily 0.75 2018-07-20 https://www.xstats.org/all-styles daily 0.75 2025-05-12