33:T408e,morehrdata = [ { "playerID": "ruthba01", "yearID": 1914, "HR": 0 }, { "playerID": "ruthba01", "yearID": 1915, "HR": 4 }, { "playerID": "ruthba01", "yearID": 1916, "HR": 3 }, { "playerID": "ruthba01", "yearID": 1917, "HR": 2 }, { "playerID": "ruthba01", "yearID": 1918, "HR": 11 }, { "playerID": "ruthba01", "yearID": 1919, "HR": 29 }, { "playerID": "ruthba01", "yearID": 1920, "HR": 54 }, { "playerID": "ruthba01", "yearID": 1921, "HR": 59 }, { "playerID": "ruthba01", "yearID": 1922, "HR": 35 }, { "playerID": "ruthba01", "yearID": 1923, "HR": 41 }, { "playerID": "ruthba01", "yearID": 1924, "HR": 46 }, { "playerID": "foxxji01", "yearID": 1925, "HR": 0 }, { "playerID": "ruthba01", "yearID": 1925, "HR": 25 }, { "playerID": "foxxji01", "yearID": 1926, "HR": 0 }, { "playerID": "ruthba01", "yearID": 1926, "HR": 47 }, { "playerID": "foxxji01", "yearID": 1927, "HR": 3 }, { "playerID": "ruthba01", "yearID": 1927, "HR": 60 }, { "playerID": "foxxji01", "yearID": 1928, "HR": 13 }, { "playerID": "ruthba01", "yearID": 1928, "HR": 54 }, { "playerID": "foxxji01", "yearID": 1929, "HR": 33 }, { "playerID": "ruthba01", "yearID": 1929, "HR": 46 }, { "playerID": "foxxji01", "yearID": 1930, "HR": 37 }, { "playerID": "greenha01", "yearID": 1930, "HR": 0 }, { "playerID": "ruthba01", "yearID": 1930, "HR": 49 }, { "playerID": "foxxji01", "yearID": 1931, "HR": 30 }, { "playerID": "ruthba01", "yearID": 1931, "HR": 46 }, { "playerID": "foxxji01", "yearID": 1932, "HR": 58 }, { "playerID": "ruthba01", "yearID": 1932, "HR": 41 }, { "playerID": "foxxji01", "yearID": 1933, "HR": 48 }, { "playerID": "greenha01", "yearID": 1933, "HR": 12 }, { "playerID": "ruthba01", "yearID": 1933, "HR": 34 }, { "playerID": "foxxji01", "yearID": 1934, "HR": 44 }, { "playerID": "greenha01", "yearID": 1934, "HR": 26 }, { "playerID": "ruthba01", "yearID": 1934, "HR": 22 }, { "playerID": "foxxji01", "yearID": 1935, "HR": 36 }, { "playerID": "greenha01", "yearID": 1935, "HR": 36 }, { "playerID": "ruthba01", "yearID": 1935, "HR": 6 }, { "playerID": "foxxji01", "yearID": 1936, "HR": 41 }, { "playerID": "greenha01", "yearID": 1936, "HR": 1 }, { "playerID": "foxxji01", "yearID": 1937, "HR": 36 }, { "playerID": "greenha01", "yearID": 1937, "HR": 40 }, { "playerID": "foxxji01", "yearID": 1938, "HR": 50 }, { "playerID": "greenha01", "yearID": 1938, "HR": 58 }, { "playerID": "foxxji01", "yearID": 1939, "HR": 35 }, { "playerID": "greenha01", "yearID": 1939, "HR": 33 }, { "playerID": "foxxji01", "yearID": 1940, "HR": 36 }, { "playerID": "greenha01", "yearID": 1940, "HR": 41 }, { "playerID": "foxxji01", "yearID": 1941, "HR": 19 }, { "playerID": "greenha01", "yearID": 1941, "HR": 2 }, { "playerID": "foxxji01", "yearID": 1942, "HR": 5 }, { "playerID": "foxxji01", "yearID": 1942, "HR": 3 }, { "playerID": "foxxji01", "yearID": 1944, "HR": 0 }, { "playerID": "foxxji01", "yearID": 1945, "HR": 7 }, { "playerID": "greenha01", "yearID": 1945, "HR": 13 }, { "playerID": "greenha01", "yearID": 1946, "HR": 44 }, { "playerID": "kinerra01", "yearID": 1946, "HR": 23 }, { "playerID": "greenha01", "yearID": 1947, "HR": 25 }, { "playerID": "kinerra01", "yearID": 1947, "HR": 51 }, { "playerID": "kinerra01", "yearID": 1948, "HR": 40 }, { "playerID": "kinerra01", "yearID": 1949, "HR": 54 }, { "playerID": "kinerra01", "yearID": 1950, "HR": 47 }, { "playerID": "kinerra01", "yearID": 1951, "HR": 42 }, { "playerID": "mayswi01", "yearID": 1951, "HR": 20 }, { "playerID": "kinerra01", "yearID": 1952, "HR": 37 }, { "playerID": "mayswi01", "yearID": 1952, "HR": 4 }, { "playerID": "kinerra01", "yearID": 1953, "HR": 7 }, { "playerID": "kinerra01", "yearID": 1953, "HR": 28 }, { "playerID": "aaronha01", "yearID": 1954, "HR": 13 }, { "playerID": "killeha01", "yearID": 1954, "HR": 0 }, { "playerID": "kinerra01", "yearID": 1954, "HR": 22 }, { "playerID": "mayswi01", "yearID": 1954, "HR": 41 }, { "playerID": "aaronha01", "yearID": 1955, "HR": 27 }, { "playerID": "killeha01", "yearID": 1955, "HR": 4 }, { "playerID": "kinerra01", "yearID": 1955, "HR": 18 }, { "playerID": "mayswi01", "yearID": 1955, "HR": 51 }, { "playerID": "aaronha01", "yearID": 1956, "HR": 26 }, { "playerID": "killeha01", "yearID": 1956, "HR": 5 }, { "playerID": "mayswi01", "yearID": 1956, "HR": 36 }, { "playerID": "aaronha01", "yearID": 1957, "HR": 44 }, { "playerID": "killeha01", "yearID": 1957, "HR": 2 }, { "playerID": "mayswi01", "yearID": 1957, "HR": 35 }, { "playerID": "aaronha01", "yearID": 1958, "HR": 30 }, { "playerID": "killeha01", "yearID": 1958, "HR": 0 }, { "playerID": "mayswi01", "yearID": 1958, "HR": 29 }, { "playerID": "aaronha01", "yearID": 1959, "HR": 39 }, { "playerID": "killeha01", "yearID": 1959, "HR": 42 }, { "playerID": "mayswi01", "yearID": 1959, "HR": 34 }, { "playerID": "aaronha01", "yearID": 1960, "HR": 40 }, { "playerID": "killeha01", "yearID": 1960, "HR": 31 }, { "playerID": "mayswi01", "yearID": 1960, "HR": 29 }, { "playerID": "aaronha01", "yearID": 1961, "HR": 34 }, { "playerID": "killeha01", "yearID": 1961, "HR": 46 }, { "playerID": "mayswi01", "yearID": 1961, "HR": 40 }, { "playerID": "aaronha01", "yearID": 1962, "HR": 45 }, { "playerID": "killeha01", "yearID": 1962, "HR": 48 }, { "playerID": "mayswi01", "yearID": 1962, "HR": 49 }, { "playerID": "aaronha01", "yearID": 1963, "HR": 44 }, { "playerID": "killeha01", "yearID": 1963, "HR": 45 }, { "playerID": "mayswi01", "yearID": 1963, "HR": 38 }, { "playerID": "aaronha01", "yearID": 1964, "HR": 24 }, { "playerID": "killeha01", "yearID": 1964, "HR": 49 }, { "playerID": "mayswi01", "yearID": 1964, "HR": 47 }, { "playerID": "aaronha01", "yearID": 1965, "HR": 32 }, { "playerID": "killeha01", "yearID": 1965, "HR": 25 }, { "playerID": "mayswi01", "yearID": 1965, "HR": 52 }, { "playerID": "aaronha01", "yearID": 1966, "HR": 44 }, { "playerID": "killeha01", "yearID": 1966, "HR": 39 }, { "playerID": "mayswi01", "yearID": 1966, "HR": 37 }, { "playerID": "aaronha01", "yearID": 1967, "HR": 39 }, { "playerID": "killeha01", "yearID": 1967, "HR": 44 }, { "playerID": "mayswi01", "yearID": 1967, "HR": 22 }, { "playerID": "aaronha01", "yearID": 1968, "HR": 29 }, { "playerID": "killeha01", "yearID": 1968, "HR": 17 }, { "playerID": "mayswi01", "yearID": 1968, "HR": 23 }, { "playerID": "aaronha01", "yearID": 1969, "HR": 44 }, { "playerID": "killeha01", "yearID": 1969, "HR": 49 }, { "playerID": "mayswi01", "yearID": 1969, "HR": 13 }, { "playerID": "aaronha01", "yearID": 1970, "HR": 38 }, { "playerID": "killeha01", "yearID": 1970, "HR": 41 }, { "playerID": "mayswi01", "yearID": 1970, "HR": 28 }, { "playerID": "aaronha01", "yearID": 1971, "HR": 47 }, { "playerID": "killeha01", "yearID": 1971, "HR": 28 }, { "playerID": "mayswi01", "yearID": 1971, "HR": 18 }, { "playerID": "aaronha01", "yearID": 1972, "HR": 34 }, { "playerID": "killeha01", "yearID": 1972, "HR": 26 }, { "playerID": "mayswi01", "yearID": 1972, "HR": 0 }, { "playerID": "mayswi01", "yearID": 1972, "HR": 8 }, { "playerID": "schmimi01", "yearID": 1972, "HR": 1 }, { "playerID": "aaronha01", "yearID": 1973, "HR": 40 }, { "playerID": "killeha01", "yearID": 1973, "HR": 5 }, { "playerID": "mayswi01", "yearID": 1973, "HR": 6 }, { "playerID": "schmimi01", "yearID": 1973, "HR": 18 }, { "playerID": "aaronha01", "yearID": 1974, "HR": 20 }, { "playerID": "killeha01", "yearID": 1974, "HR": 13 }, { "playerID": "schmimi01", "yearID": 1974, "HR": 36 }, { "playerID": "aaronha01", "yearID": 1975, "HR": 12 }, { "playerID": "killeha01", "yearID": 1975, "HR": 14 }, { "playerID": "schmimi01", "yearID": 1975, "HR": 38 }, { "playerID": "aaronha01", "yearID": 1976, "HR": 10 }, { "playerID": "schmimi01", "yearID": 1976, "HR": 38 }, { "playerID": "schmimi01", "yearID": 1977, "HR": 38 }, { "playerID": "schmimi01", "yearID": 1978, "HR": 21 }, { "playerID": "schmimi01", "yearID": 1979, "HR": 45 }, { "playerID": "schmimi01", "yearID": 1980, "HR": 48 }, { "playerID": "schmimi01", "yearID": 1981, "HR": 31 }, { "playerID": "schmimi01", "yearID": 1982, "HR": 35 }, { "playerID": "schmimi01", "yearID": 1983, "HR": 40 }, { "playerID": "schmimi01", "yearID": 1984, "HR": 36 }, { "playerID": "schmimi01", "yearID": 1985, "HR": 33 }, { "playerID": "bondsba01", "yearID": 1986, "HR": 16 }, { "playerID": "mcgwima01", "yearID": 1986, "HR": 3 }, { "playerID": "schmimi01", "yearID": 1986, "HR": 37 }, { "playerID": "bondsba01", "yearID": 1987, "HR": 25 }, { "playerID": "mcgwima01", "yearID": 1987, "HR": 49 }, { "playerID": "schmimi01", "yearID": 1987, "HR": 35 }, { "playerID": "bondsba01", "yearID": 1988, "HR": 24 }, { "playerID": "mcgwima01", "yearID": 1988, "HR": 32 }, { "playerID": "schmimi01", "yearID": 1988, "HR": 12 }, { "playerID": "bondsba01", "yearID": 1989, "HR": 19 }, { "playerID": "mcgwima01", "yearID": 1989, "HR": 33 }, { "playerID": "schmimi01", "yearID": 1989, "HR": 6 }, { "playerID": "bondsba01", "yearID": 1990, "HR": 33 }, { "playerID": "mcgwima01", "yearID": 1990, "HR": 39 }, { "playerID": "bondsba01", "yearID": 1991, "HR": 25 }, { "playerID": "mcgwima01", "yearID": 1991, "HR": 22 }, { "playerID": "bondsba01", "yearID": 1992, "HR": 34 }, { "playerID": "mcgwima01", "yearID": 1992, "HR": 42 }, { "playerID": "bondsba01", "yearID": 1993, "HR": 46 }, { "playerID": "mcgwima01", "yearID": 1993, "HR": 9 }, { "playerID": "bondsba01", "yearID": 1994, "HR": 37 }, { "playerID": "mcgwima01", "yearID": 1994, "HR": 9 }, { "playerID": "rodrial01", "yearID": 1994, "HR": 0 }, { "playerID": "bondsba01", "yearID": 1995, "HR": 33 }, { "playerID": "mcgwima01", "yearID": 1995, "HR": 39 }, { "playerID": "rodrial01", "yearID": 1995, "HR": 5 }, { "playerID": "bondsba01", "yearID": 1996, "HR": 42 }, { "playerID": "mcgwima01", "yearID": 1996, "HR": 52 }, { "playerID": "rodrial01", "yearID": 1996, "HR": 36 }, { "playerID": "bondsba01", "yearID": 1997, "HR": 40 }, { "playerID": "mcgwima01", "yearID": 1997, "HR": 34 }, { "playerID": "mcgwima01", "yearID": 1997, "HR": 24 }, { "playerID": "ortizda01", "yearID": 1997, "HR": 1 }, { "playerID": "rodrial01", "yearID": 1997, "HR": 23 }, { "playerID": "bondsba01", "yearID": 1998, "HR": 37 }, { "playerID": "mcgwima01", "yearID": 1998, "HR": 70 }, { "playerID": "ortizda01", "yearID": 1998, "HR": 9 }, { "playerID": "rodrial01", "yearID": 1998, "HR": 42 }, { "playerID": "bondsba01", "yearID": 1999, "HR": 34 }, { "playerID": "mcgwima01", "yearID": 1999, "HR": 65 }, { "playerID": "ortizda01", "yearID": 1999, "HR": 0 }, { "playerID": "rodrial01", "yearID": 1999, "HR": 42 }, { "playerID": "bondsba01", "yearID": 2000, "HR": 49 }, { "playerID": "mcgwima01", "yearID": 2000, "HR": 32 }, { "playerID": "ortizda01", "yearID": 2000, "HR": 10 }, { "playerID": "rodrial01", "yearID": 2000, "HR": 41 }, { "playerID": "bondsba01", "yearID": 2001, "HR": 73 }, { "playerID": "mcgwima01", "yearID": 2001, "HR": 29 }, { "playerID": "ortizda01", "yearID": 2001, "HR": 18 }, { "playerID": "rodrial01", "yearID": 2001, "HR": 52 }, { "playerID": "bondsba01", "yearID": 2002, "HR": 46 }, { "playerID": "ortizda01", "yearID": 2002, "HR": 20 }, { "playerID": "rodrial01", "yearID": 2002, "HR": 57 }, { "playerID": "bondsba01", "yearID": 2003, "HR": 45 }, { "playerID": "ortizda01", "yearID": 2003, "HR": 31 }, { "playerID": "rodrial01", "yearID": 2003, "HR": 47 }, { "playerID": "bondsba01", "yearID": 2004, "HR": 45 }, { "playerID": "ortizda01", "yearID": 2004, "HR": 41 }, { "playerID": "rodrial01", "yearID": 2004, "HR": 36 }, { "playerID": "bondsba01", "yearID": 2005, "HR": 5 }, { "playerID": "ortizda01", "yearID": 2005, "HR": 47 }, { "playerID": "rodrial01", "yearID": 2005, "HR": 48 }, { "playerID": "bondsba01", "yearID": 2006, "HR": 26 }, { "playerID": "ortizda01", "yearID": 2006, "HR": 54 }, { "playerID": "rodrial01", "yearID": 2006, "HR": 35 }, { "playerID": "bondsba01", "yearID": 2007, "HR": 28 }, { "playerID": "ortizda01", "yearID": 2007, "HR": 35 }, { "playerID": "rodrial01", "yearID": 2007, "HR": 54 }, { "playerID": "ortizda01", "yearID": 2008, "HR": 23 }, { "playerID": "rodrial01", "yearID": 2008, "HR": 35 }, { "playerID": "ortizda01", "yearID": 2009, "HR": 28 }, { "playerID": "rodrial01", "yearID": 2009, "HR": 30 }, { "playerID": "ortizda01", "yearID": 2010, "HR": 32 }, { "playerID": "rodrial01", "yearID": 2010, "HR": 30 }, { "playerID": "ortizda01", "yearID": 2011, "HR": 29 }, { "playerID": "rodrial01", "yearID": 2011, "HR": 16 }, { "playerID": "ortizda01", "yearID": 2012, "HR": 23 }, { "playerID": "rodrial01", "yearID": 2012, "HR": 18 }, { "playerID": "ortizda01", "yearID": 2013, "HR": 30 }, { "playerID": "rodrial01", "yearID": 2013, "HR": 7 }, { "playerID": "ortizda01", "yearID": 2014, "HR": 35 }, { "playerID": "ortizda01", "yearID": 2015, "HR": 37 }, { "playerID": "rodrial01", "yearID": 2015, "HR": 33 }, { "playerID": "ortizda01", "yearID": 2016, "HR": 38 }, { "playerID": "rodrial01", "yearID": 2016, "HR": 9 } ] 34:[] 32:{"title":"More Hitters","cells":[{"id":0,"value":"html`\n\n\n

More Hitters

\n`","pinned":false,"hidden":false,"mode":"ojs"},{"id":347,"value":"html`\n_______________________________________________________________________________________________\n

Column Graph Attempt

\n_______________________________________________________________________________________________\n`","pinned":false,"hidden":false,"mode":"ojs"},{"id":260,"value":"baseline = vl.markArea({opacity:\"0.5\",interpolate:\"monotone\",stroke:\"black\",fill:\"darkred\"})\n.width(55)\n.height(335)\n.data(morehrdata)\n.encode(\n vl.x().fieldQ(\"yearID\").axis({format:\".0f\",title:\"Year\"}),\n vl.y().fieldQ(\"HR\").axis({title:\"Home-Runs\"}),\n vl.column().fieldN(\"playerID\").title(\"Player's Lahman ID\"),\n vl.color().fieldN(\"playerID\").title(\"Player's Lahman ID\")\n )\n.resolve({scale:{x:\"independent\"}})\n.title(\"Home-runs by some of the most prolific hitters in history\")\n.render()","pinned":false,"hidden":false,"mode":"ojs"},{"id":354,"value":"html`\n_______________________________________________________________________________________________\n

Mesh Graph Attempt

\n_______________________________________________________________________________________________\n`","pinned":false,"hidden":false,"mode":"ojs"},{"id":308,"value":"baseline2 = vl.markArea({opacity:\"0.5\",interpolate:\"monotone\",stroke:\"black\",fill:\"darkred\"})\n.width(800)\n.height(335)\n.data(morehrdata)\n.encode(\n vl.x().fieldQ(\"yearID\").axis({format:\".0f\",title:\"Year\"}),\n vl.y().fieldQ(\"HR\").axis({title:\"Home-Runs\"}),\n vl.color().fieldN(\"playerID\").title(\"Player's Lahman ID\")\n )\n.resolve({scale:{x:\"independent\"}})\n.title(\"Home-runs by some of the most prolific hitters in history\")\n.render()","pinned":false,"hidden":false,"mode":"ojs"},{"id":357,"value":"html`\n_______________________________________________________________________________________________\n

Single Player graph

\n_______________________________________________________________________________________________\n`","pinned":false,"hidden":false,"mode":"ojs"},{"id":320,"value":"baseline3 = vl.markArea({opacity:\"0.5\",interpolate:\"monotone\",stroke:\"black\",fill:\"darkred\"})\n.width(800)\n.height(335)\n.data(morehrdata)\n.transform(\n vl.filter(`datum.playerID == \"${player}\"`)\n )\n.encode(\n vl.x().fieldQ(\"yearID\").axis({format:\".0f\",title:\"Year\"}),\n vl.y().fieldQ(\"HR\").axis({title:\"Home-Runs\"}),\n vl.color().fieldN(\"playerID\").title(\"Player's Lahman ID\")\n )\n.resolve({scale:{x:\"independent\"}})\n.title(\"Home-runs by some of the most prolific hitters in history\")\n.render()","pinned":false,"hidden":false,"mode":"ojs"},{"id":318,"value":"viewof player = radio({options:choices,value:\"ruthba01\"})","pinned":false,"hidden":false,"mode":"ojs"},{"id":370,"value":"html`\n

Notes

\nHow to find any Player ID:\n

Master%>%\n  filter(nameLast == \"Muir\")%>%\n  select(playerID,nameFirst,nameLast)

\n`","pinned":true,"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":257,"value":"$33","pinned":false,"hidden":false,"mode":"ojs"},{"id":290,"value":"choices = [\n {label:\"Babe Ruth\",value:\"ruthba01\"},\n {label:\"Jimmie Foxx\",value:\"foxxji01\"},\n {label:\"Barry Bonds\",value:\"bondsba01\"},\n {label:\"Hank Greenberg\",value:\"greenha01\"},\n {label:\"Harmon Killebrew\",value:\"killeha01\"},\n {label:\"Mike Schmidt\",value:\"schmimi01\"},\n {label:\"Willie Mays\",value:\"mayswi01\"},\n {label:\"Alex Rodriguez\",value:\"rodrial01\"},\n {label:\"David Ortiz\",value:\"ortizda01\"},\n {label:\"Mark McGwire\",value:\"mcgwima01\"},\n {label:\"Hank Aaron\",value:\"aaronha01\"},\n {label:\"Ralph Kiner\",value:\"kinerra01\"}\n ]","pinned":false,"hidden":false,"mode":"ojs"}],"files":"$W34","stdlib":"1","titling":"auto"}