31:T1d40,data = [ { "playerID": "aguaylu01", "teamID": "PHI", "HR": 1, "SO": 3, "AB": 47 }, { "playerID": "alexama01", "teamID": "PIT", "HR": 0, "SO": 0, "AB": 3 }, { "playerID": "avilera01", "teamID": "PHI", "HR": 2, "SO": 9, "AB": 101 }, { "playerID": "beallbo01", "teamID": "PIT", "HR": 0, "SO": 1, "AB": 3 }, { "playerID": "berrada01", "teamID": "PIT", "HR": 6, "SO": 52, "AB": 245 }, { "playerID": "bevacku01", "teamID": "PIT", "HR": 0, "SO": 7, "AB": 43 }, { "playerID": "bibbyji01", "teamID": "PIT", "HR": 1, "SO": 32, "AB": 77 }, { "playerID": "blylebe01", "teamID": "PIT", "HR": 0, "SO": 27, "AB": 61 }, { "playerID": "boonebo01", "teamID": "PHI", "HR": 9, "SO": 41, "AB": 480 }, { "playerID": "bowala01", "teamID": "PHI", "HR": 2, "SO": 28, "AB": 540 }, { "playerID": "brusswa01", "teamID": "PHI", "HR": 0, "SO": 1, "AB": 1 }, { "playerID": "bystrma01", "teamID": "PHI", "HR": 0, "SO": 9, "AB": 14 }, { "playerID": "candejo01", "teamID": "PIT", "HR": 0, "SO": 14, "AB": 77 }, { "playerID": "carbobe01", "teamID": "PIT", "HR": 0, "SO": 1, "AB": 6 }, { "playerID": "carltst01", "teamID": "PHI", "HR": 0, "SO": 21, "AB": 101 }, { "playerID": "chrisla01", "teamID": "PHI", "HR": 1, "SO": 9, "AB": 19 }, { "playerID": "davisma01", "teamID": "PHI", "HR": 0, "SO": 0, "AB": 2 }, { "playerID": "dernibo01", "teamID": "PHI", "HR": 0, "SO": 0, "AB": 7 }, { "playerID": "easlemi01", "teamID": "PIT", "HR": 21, "SO": 65, "AB": 393 }, { "playerID": "espinni01", "teamID": "PHI", "HR": 0, "SO": 9, "AB": 26 }, { "playerID": "foliti01", "teamID": "PIT", "HR": 3, "SO": 23, "AB": 495 }, { "playerID": "garneph01", "teamID": "PIT", "HR": 5, "SO": 53, "AB": 548 }, { "playerID": "grossgr01", "teamID": "PHI", "HR": 0, "SO": 7, "AB": 154 }, { "playerID": "hasslan01", "teamID": "PIT", "HR": 0, "SO": 1, "AB": 2 }, { "playerID": "isaleor01", "teamID": "PHI", "HR": 0, "SO": 0, "AB": 5 }, { "playerID": "jacksgr01", "teamID": "PIT", "HR": 0, "SO": 7, "AB": 10 }, { "playerID": "jeffeje01", "teamID": "PIT", "HR": 0, "SO": 1, "AB": 1 }, { "playerID": "lacyle01", "teamID": "PIT", "HR": 7, "SO": 33, "AB": 278 }, { "playerID": "lagrole01", "teamID": "PHI", "HR": 0, "SO": 1, "AB": 4 }, { "playerID": "larsoda01", "teamID": "PHI", "HR": 0, "SO": 1, "AB": 13 }, { "playerID": "lawva01", "teamID": "PIT", "HR": 0, "SO": 7, "AB": 74 }, { "playerID": "leema01", "teamID": "PIT", "HR": 0, "SO": 0, "AB": 0 }, { "playerID": "lerchra01", "teamID": "PHI", "HR": 0, "SO": 6, "AB": 45 }, { "playerID": "lovigja01", "teamID": "PHI", "HR": 0, "SO": 0, "AB": 5 }, { "playerID": "luzingr01", "teamID": "PHI", "HR": 19, "SO": 100, "AB": 368 }, { "playerID": "lylesp01", "teamID": "PHI", "HR": 0, "SO": 0, "AB": 0 }, { "playerID": "maddoga01", "teamID": "PHI", "HR": 11, "SO": 52, "AB": 549 }, { "playerID": "madlobi01", "teamID": "PIT", "HR": 10, "SO": 33, "AB": 494 }, { "playerID": "mahlemi01", "teamID": "PIT", "HR": 0, "SO": 0, "AB": 0 }, { "playerID": "mcbriba01", "teamID": "PHI", "HR": 9, "SO": 58, "AB": 554 }, { "playerID": "mccarti01", "teamID": "PHI", "HR": 0, "SO": 0, "AB": 5 }, { "playerID": "mccordo01", "teamID": "PHI", "HR": 0, "SO": 0, "AB": 1 }, { "playerID": "mcgratu01", "teamID": "PHI", "HR": 0, "SO": 2, "AB": 8 }, { "playerID": "milnejo01", "teamID": "PIT", "HR": 8, "SO": 29, "AB": 238 }, { "playerID": "morelke01", "teamID": "PHI", "HR": 4, "SO": 14, "AB": 159 }, { "playerID": "morenom01", "teamID": "PIT", "HR": 2, "SO": 101, "AB": 676 }, { "playerID": "munnisc01", "teamID": "PHI", "HR": 0, "SO": 0, "AB": 1 }, { "playerID": "nicosst01", "teamID": "PIT", "HR": 1, "SO": 16, "AB": 176 }, { "playerID": "nolesdi01", "teamID": "PHI", "HR": 0, "SO": 5, "AB": 13 }, { "playerID": "otted01", "teamID": "PIT", "HR": 8, "SO": 47, "AB": 392 }, { "playerID": "parkeda01", "teamID": "PIT", "HR": 17, "SO": 69, "AB": 518 }, { "playerID": "penato01", "teamID": "PIT", "HR": 0, "SO": 4, "AB": 21 }, { "playerID": "perezpa01", "teamID": "PIT", "HR": 0, "SO": 2, "AB": 4 }, { "playerID": "reedro01", "teamID": "PHI", "HR": 0, "SO": 2, "AB": 10 }, { "playerID": "rhoderi01", "teamID": "PIT", "HR": 1, "SO": 2, "AB": 40 }, { "playerID": "roberda05", "teamID": "PIT", "HR": 0, "SO": 0, "AB": 0 }, { "playerID": "robinbi02", "teamID": "PIT", "HR": 12, "SO": 45, "AB": 272 }, { "playerID": "robindo01", "teamID": "PIT", "HR": 1, "SO": 12, "AB": 57 }, { "playerID": "romoen01", "teamID": "PIT", "HR": 1, "SO": 2, "AB": 11 }, { "playerID": "rookeji01", "teamID": "PIT", "HR": 1, "SO": 2, "AB": 7 }, { "playerID": "rosepe01", "teamID": "PHI", "HR": 1, "SO": 33, "AB": 655 }, { "playerID": "ruthvdi01", "teamID": "PHI", "HR": 0, "SO": 22, "AB": 68 }, { "playerID": "sanguma01", "teamID": "PIT", "HR": 0, "SO": 1, "AB": 48 }, { "playerID": "saucike01", "teamID": "PHI", "HR": 0, "SO": 4, "AB": 8 }, { "playerID": "schmimi01", "teamID": "PHI", "HR": 48, "SO": 119, "AB": 548 }, { "playerID": "scurrro01", "teamID": "PIT", "HR": 0, "SO": 1, "AB": 4 }, { "playerID": "smithlo01", "teamID": "PHI", "HR": 3, "SO": 48, "AB": 298 }, { "playerID": "solomed01", "teamID": "PIT", "HR": 0, "SO": 11, "AB": 32 }, { "playerID": "stargwi01", "teamID": "PIT", "HR": 11, "SO": 52, "AB": 202 }, { "playerID": "tekulke01", "teamID": "PIT", "HR": 0, "SO": 7, "AB": 9 }, { "playerID": "trillma01", "teamID": "PHI", "HR": 7, "SO": 46, "AB": 531 }, { "playerID": "unserde01", "teamID": "PHI", "HR": 0, "SO": 21, "AB": 110 }, { "playerID": "virgioz02", "teamID": "PHI", "HR": 0, "SO": 1, "AB": 5 }, { "playerID": "vukovge01", "teamID": "PHI", "HR": 0, "SO": 9, "AB": 58 }, { "playerID": "vukovjo01", "teamID": "PHI", "HR": 0, "SO": 7, "AB": 62 }, { "playerID": "walkbo01", "teamID": "PHI", "HR": 0, "SO": 20, "AB": 50 } ] 32:[] 2f:{"title":"Mid-Term Question One","cells":[{"id":0,"value":"html`\n\n

Mid-Term Question One

PHI: ${PHIfilter.length}, PIT: ${PITfilter.length}

\n`","pinned":false,"hidden":false,"mode":"ojs"},{"id":372,"value":"vl.layer(circleplot,screen)\n.render()","pinned":false,"hidden":false,"mode":"ojs"},{"id":346,"value":"viewof sizeslider = slider({\n min:0,\n max:5000,\n step:1,\n title:\"Circle Size Slider\"\n})\n","pinned":false,"hidden":false,"mode":"ojs"},{"id":381,"value":"viewof screenslider = slider({\n min:0,\n max:140,\n step:1,\n title:\"Screen Size Slider\"\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":38,"value":"md`\n---\n## Appendix\n`","pinned":false,"hidden":false,"mode":"ojs"},{"id":56,"value":"import {printTable} from '@uwdata/data-utilities'","pinned":false,"hidden":false,"mode":"ojs"},{"id":61,"value":"import {vl} from '@vega/vega-lite-api'","pinned":false,"hidden":false,"mode":"ojs"},{"id":63,"value":"import {slider,button,select,text,radio,checkbox,number} from \"@jashkenas/inputs\"","pinned":false,"hidden":false,"mode":"ojs"},{"id":329,"value":"$31","pinned":false,"hidden":false,"mode":"ojs"},{"id":363,"value":"rectpoint = [\n {SO:screenslider,AB:5*screenslider}\n ]","pinned":false,"hidden":false,"mode":"ojs"},{"id":333,"value":"circleplot = vl.markCircle({stroke:\"black\"})\n.width(800)\n.height(335)\n.data(data)\n.title(\"Phillies vs Pirates\")\n.encode(\n vl.x().fieldQ(\"AB\").scale({domain:[0,700]}),\n vl.y().fieldQ(\"SO\").scale({domain:[0,140]}),\n vl.size().fieldQ(\"HR\").scale({range:[0,sizeslider]}),\n vl.color().fieldN(\"teamID\").scale({range:[\"red\",\"yellow\"]}).title(\"Team IDs\")\n )\n","pinned":false,"hidden":false,"mode":"ojs"},{"id":362,"value":"screen = vl.markRect({size:200,stroke:\"black\",fill:\"cornflowerblue\",opacity:.25})\n.data(rectpoint)\n.encode(\n vl.x().fieldQ(\"AB\"),\n vl.y().fieldQ(\"SO\").scale({domain:[0,140]}),\n )\n","pinned":false,"hidden":false,"mode":"ojs"},{"id":387,"value":"PHIfilter = data.filter(d=>d.SO<=screenslider && d.AB<=5*screenslider && d.teamID == \"PHI\")\n ","pinned":false,"hidden":false,"mode":"ojs"},{"id":391,"value":"PITfilter = data.filter(d=>d.SO<=screenslider && d.AB<=5*screenslider && d.teamID == \"PIT\")","pinned":false,"hidden":false,"mode":"ojs"},{"id":408,"value":"html`

midterm = Batting%>%\n  filter(teamID == \"PHI\"|teamID == \"PIT\")%>%\n  filter(yearID == \"1980\")%>%\n  select(playerID,teamID,HR,SO,AB)\n\nwrite_json(midterm,\"midterm.json\",pretty=TRUE)\n`","pinned":false,"hidden":false,"mode":"ojs"}],"files":"$W32","stdlib":"1","titling":"auto"}