<snapdata remixID="9979710"><project name="Unit 3 - Big Data Project" app="Snap! 6, https://snap.berkeley.edu" version="1"><notes></notes><thumbnail>data:image/png;base64,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name="Stage" width="480" height="360" costume="1" color="255,255,255,1" tempo="60" threadsafe="false" penlog="false" volume="100" pan="0" lines="round" ternary="false" hyperops="true" codify="false" inheritance="true" sublistIDs="false" scheduled="false" 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id="2"><item><costume name="Untitled" center-x="240" center-y="180" 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s="doSetVar"><l>standard_deviation</l><custom-block s="sd %l"><block var="data"/></custom-block></block><block s="doSetVar"><l>p^hat</l><custom-block s="phat %l"><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data"/></custom-block></custom-block></block></script><script x="18" y="206.42857142857147"><block s="receiveGo"></block><block s="clear"></block><block s="setColor"><color>0,217,33,1</color></block><block s="gotoXY"><l>-230</l><l>125</l></block><block s="write"><l>Data Statistics: North America Box Office Revenue 2009-2019</l><l>13</l></block><block s="gotoXY"><l>-225</l><l>100</l></block><block s="write"><block s="reportJoinWords"><list><l>Mean: </l><block var="mean"/></list></block><l>12</l></block><block s="gotoXY"><l>-225</l><l>75</l></block><block s="write"><block s="reportJoinWords"><list><l>Median: </l><block var="median"/></list></block><l>12</l></block><block s="gotoXY"><l>-225</l><l>50</l></block><block s="write"><block s="reportJoinWords"><list><l>Sandard Deviation: </l><block var="standard_deviation"/></list></block><l>12</l></block><block s="gotoXY"><l>-225</l><l>25</l></block><block s="write"><block s="reportJoinWords"><list><l>P^hat: </l><block var="p^hat"/><l>%</l></list></block><l>12</l></block><block s="gotoXY"><l>-225</l><l>0</l></block><block s="write"><l>What is your created sample data point?</l><l>12</l></block><block s="doAsk"><l></l></block><block s="doSetVar"><l>z-score</l><block s="reportQuotient"><block s="reportRound"><block s="reportProduct"><block s="reportQuotient"><block s="reportDifference"><block s="getLastAnswer"></block><block var="mean"/></block><block var="standard_deviation"/></block><l>100</l></block></block><l>100</l></block></block><block s="gotoXY"><l>-225</l><l>-25</l></block><block s="write"><block s="reportJoinWords"><list><l>Z-score: </l><block var="z-score"/></list></block><l>12</l></block><block s="gotoXY"><l>-225</l><l>-50</l></block><block s="write"><l>Z-score measures how far a data point is from the mean</l><l>12</l></block><block s="gotoXY"><l>-225</l><l>-75</l></block><block s="write"><l>If the revenue for a year exceeded 11 billion, it was counted</l><l>12</l></block><block s="gotoXY"><l>-225</l><l>-100</l></block><block s="write"><l>as a success</l><l>12</l></block></script></scripts></sprite><watcher var="data" style="normal" x="-9" y="7" color="243,118,29" hidden="true"/><watcher var="mean" style="normal" x="3" y="203.49999799999995" color="243,118,29" hidden="true"/><watcher var="median" style="normal" x="3" y="244" color="243,118,29" hidden="true"/><watcher var="standard_deviation" style="normal" x="5" y="284" color="243,118,29" hidden="true"/><watcher var="p^hat" style="normal" x="6" y="320" color="243,118,29" hidden="true"/><watcher var="add" style="normal" x="10" y="10" color="243,118,29" hidden="true"/><watcher var="success" style="normal" x="10" y="31.000001999999995" color="243,118,29" hidden="true"/><watcher var="z-score" style="normal" x="10" y="52.000003999999976" color="243,118,29" hidden="true"/></sprites></stage><hidden></hidden><headers></headers><code></code><blocks><block-definition s="set_data" type="command" category="lists"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doSetVar"><l>data</l><block s="reportNewList"><list><block s="reportNewList"><list><l>2009</l><l>10.60</l></list></block><block s="reportNewList"><list><l>2010</l><l>10.57</l></list></block><block s="reportNewList"><list><l>2011</l><l>10.17</l></list></block><block s="reportNewList"><list><l>2012</l><l>10.84</l></list></block><block s="reportNewList"><list><l>2013</l><l>10.92</l></list></block><block s="reportNewList"><list><l>2014</l><l>10.36</l></list></block><block s="reportNewList"><list><l>2015</l><l>11.13</l></list></block><block s="reportNewList"><list><l>2016</l><l>11.38</l></list></block><block s="reportNewList"><list><l>2017</l><l>11.07</l></list></block><block s="reportNewList"><list><l>2018</l><l>11.89</l></list></block><block s="reportNewList"><list><l>2019</l><l>11.32</l></list></block></list></block></block></script></block-definition><block-definition s="mean %&apos;data_list&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doSetVar"><l>add</l><block s="reportCombine"><block var="data_list"/><block s="reifyReporter"><autolambda><block s="reportSum"><l></l><l></l></block></autolambda><list></list></block></block></block><block s="doReport"><block s="reportQuotient"><block s="reportRound"><block s="reportProduct"><block s="reportQuotient"><block var="add"/><block s="reportListLength"><block var="data_list"/></block></block><l>100</l></block></block><l>100</l></block></block></script></block-definition><block-definition s="label %&apos;text&apos; of size %&apos;size&apos;" type="command" category="pen"><comment x="0" y="0" w="90" collapsed="false">LABEL will stamp text on the stage at the given font size. The direction of the text is the direction the sprite is facing, and color will match the pen color.</comment><header></header><code></code><translations>de:drucke _ in Größe _&#xD;ca:etiqueta _ de mida _&#xD;es:etiqueta _ de tamaño _&#xD;fr:étiquette _ d&apos;une taille de _&#xD;</translations><inputs><input type="%txt">Hello!</input><input type="%n">12</input></inputs><script><block s="doRun"><block s="reportJSFunction"><list><l>text</l><l>size</l><l>process</l></list><l>var stage = this.parentThatIsA(StageMorph);&#xD;&#xD;if (this == stage) {&#xD;    throw new Error(&#xD;     &apos;LABEL cannot be used from the stage because the stage does not have a postion.\n&apos;&#xD;     + &apos;Use LABEL from a sprite to draw text.&apos;);&#xD;}&#xD;&#xD;if (typeof text !== &apos;string&apos;) {&#xD;    throw new Error(&apos;LABEL can only draw text, not a &apos; + process.reportTypeOf(text)); &#xD;}&#xD;&#xD;var context = stage.penTrails().getContext(&apos;2d&apos;),&#xD;    rotation = radians(this.direction() - 90),&#xD;    trans = new Point(&#xD;      this.center().x - stage.left(),&#xD;      this.center().y - stage.top()&#xD;    ),&#xD;    isWarped = this.Warped,&#xD;    len,&#xD;    pos;&#xD;&#xD;if (isWarped) {endWarp(); }&#xD;context.save();&#xD;context.font = size + &apos;px monospace&apos;;&#xD;context.textAlign = &apos;left&apos;;&#xD;context.textBaseline = &apos;alphabetic&apos;;&#xD;context.fillStyle = this.color.toString();&#xD;len = context.measureText(text).width;&#xD;trans = trans.multiplyBy(1 / stage.scale);&#xD;context.translate(trans.x, trans.y);&#xD;context.rotate(rotation);&#xD;context.fillText(text, 0, 0);&#xD;context.translate(-trans.x, -trans.y);&#xD;context.restore();&#xD;pos = new Point(&#xD;  len * Math.sin(radians(this.direction())),&#xD;  len * Math.cos(radians(this.direction())));&#xD;pos = pos.add(new Point(this.xPosition(), this.yPosition()));&#xD;this.gotoXY(pos.x, pos.y, false);&#xD;this.changed();&#xD;if (isWarped) {this.startWarp(); }&#xD;stage.changed();&#xD;</l></block><list><block var="text"/><block var="size"/></list></block></script></block-definition><block-definition s="keep items such that %&apos;pred&apos; from %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:behalte Elemente, die _ aus _&#xD;ca:manté els elements on _ de _&#xD;es:mantener los elementos donde _ de _&#xD;fr:garder les items tels que _ de _&#xD;</translations><inputs><input type="%predRing"></input><input type="%l"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIfElse"><block s="evaluate"><block var="pred"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="keep items such that %predRing from %l"><block var="pred"/><block s="reportCDR"><block var="data"/></block></custom-block></block></block></script><script><block s="doReport"><custom-block s="keep items such that %predRing from %l"><block var="pred"/><block s="reportCDR"><block var="data"/></block></custom-block></block></script></block></script></block-definition><block-definition s="combine with %&apos;function&apos; items of %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:kombiniere mit _ die Elemente von _&#xD;ca:combina amb _ els elements de _&#xD;es:combinar con _ los elementos de _&#xD;fr:combine avec _ les items de _&#xD;</translations><inputs><input type="%repRing"></input><input type="%l"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block s="reportCDR"><block var="data"/></block></custom-block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="data"/></block></block></script></block><block s="doReport"><block s="evaluate"><block var="function"/><list><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="combine with %repRing items of %l"><block var="function"/><block s="reportCDR"><block var="data"/></block></custom-block></list></block></block></script></block-definition><block-definition s="if %&apos;test&apos; then %&apos;true&apos; else %&apos;false&apos;" type="reporter" category="control"><header></header><code></code><translations>de:wenn _ dann _ sonst _&#xD;ca:si _ llavors _ si no _&#xD;es:si _ entonces _ sino _&#xD;fr:si _ alors _ sinon _&#xD;</translations><inputs><input type="%b"></input><input type="%anyUE"></input><input type="%anyUE"></input></inputs><script><block s="doIfElse"><block var="test"/><script><block s="doReport"><block s="evaluate"><block var="true"/><list></list></block></block></script><script><block s="doReport"><block s="evaluate"><block var="false"/><list></list></block></block></script></block></script></block-definition><block-definition s="for %&apos;i&apos; = %&apos;start&apos; to %&apos;end&apos; %&apos;action&apos;" type="command" category="control"><header></header><code></code><translations>de:für _ = _ bis _ _&#xD;ca:per _ = _ fins _ _&#xD;es:para _ = _ hasta _ _&#xD;fr:pour _ allant de _ à _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%n">1</input><input type="%n">10</input><input type="%cs"></input></inputs><script><block s="doDeclareVariables"><list><l>step</l><l>tester</l></list></block><block s="doIfElse"><block s="reportGreaterThan"><block var="start"/><block var="end"/></block><script><block s="doSetVar"><l>step</l><l>-1</l></block><block s="doSetVar"><l>tester</l><block s="reifyReporter"><autolambda><block s="reportLessThan"><block var="i"/><block var="end"/></block></autolambda><list></list></block></block></script><script><block s="doSetVar"><l>step</l><l>1</l></block><block s="doSetVar"><l>tester</l><block s="reifyReporter"><autolambda><block s="reportGreaterThan"><block var="i"/><block var="end"/></block></autolambda><list></list></block></block></script></block><block s="doSetVar"><l>i</l><block var="start"/></block><block s="doUntil"><block s="evaluate"><block var="tester"/><list></list></block><script><block s="doRun"><block var="action"/><list></list></block><block s="doChangeVar"><l>i</l><block var="step"/></block></script></block></script></block-definition><block-definition s="join words %&apos;words&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:füge Wörter zusammen _&#xD;ca:uneix les paraules _&#xD;es:unir las palabras _&#xD;fr:fusionne les mots _&#xD;</translations><inputs><input type="%mult%txt"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block s="reportCDR"><block var="words"/></block></custom-block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="words"/></block></block></script></block><block s="doIf"><block s="reportEquals"><l></l><block s="reportListItem"><l>1</l><block var="words"/></block></block><script><block s="doReport"><custom-block s="join words %mult%txt"><block s="reportCDR"><block var="words"/></block></custom-block></block></script></block><block s="doIf"><block s="reportEquals"><l></l><block s="reportListItem"><l>2</l><block var="words"/></block></block><script><block s="doReport"><custom-block s="join words %mult%txt"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="words"/></block><block s="reportCDR"><block s="reportCDR"><block var="words"/></block></block></block></custom-block></block></script></block><block s="doReport"><block s="reportJoinWords"><list><block s="reportListItem"><l>1</l><block var="words"/></block><l> </l><custom-block s="join words %mult%txt"><block s="reportCDR"><block var="words"/></block></custom-block></list></block></block></script></block-definition><block-definition s="list $arrowRight sentence %&apos;data&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Liste $arrowRight Satz _&#xD;ca:llista $arrowRight frase _&#xD;es:lista $arrowRight frase _&#xD;fr:liste $arrowRight phrase _&#xD;</translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><custom-block s="join words %mult%txt"><block var="data"/></custom-block></block></script></block-definition><block-definition s="sentence $arrowRight list %&apos;text&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Satz $arrowRight Liste _&#xD;ca:frase $arrowRight llista _&#xD;es:frase $arrowRight lista _&#xD;fr:phrase $arrowRight liste _&#xD;</translations><inputs><input type="%txt"></input></inputs><script><block s="doReport"><block s="reportTextSplit"><block var="text"/><l><option>whitespace</option></l></block></block></script></block-definition><block-definition s="catch %&apos;tag&apos; %&apos;action&apos;" type="command" category="control"><header></header><code></code><translations>de:fange _ _&#xD;ca:agafa _ _&#xD;es:atrapar _ _&#xD;fr:attrape _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%cs"></input></inputs><script><block s="doCallCC"><block s="reifyScript"><script><block s="doSetVar"><l>tag</l><block var="cont"/></block><block s="doRun"><block var="action"/><list></list></block></script><list><l>cont</l></list></block></block><custom-block s="ignore %s"><l>3</l></custom-block></script></block-definition><block-definition s="throw %&apos;cont&apos;" type="command" category="control"><header></header><code></code><translations>de:wirf _&#xD;ca:llança _&#xD;es:lanzar _&#xD;fr:lance _&#xD;</translations><inputs><input type="%s">catchtag</input></inputs><script><block s="doRun"><block var="cont"/><list></list></block></script></block-definition><block-definition s="catch %&apos;tag&apos; %&apos;value&apos;" type="reporter" category="control"><header></header><code></code><translations>de:fange _ _&#xD;ca:agafa _ _&#xD;es:atrapar _ _&#xD;fr:attrape _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%anyUE"></input></inputs><script><block s="doCallCC"><block s="reifyScript"><script><block s="doSetVar"><l>tag</l><block var="cont"/></block><block s="doReport"><block s="evaluate"><block var="value"/><list></list></block></block></script><list><l>cont</l></list></block></block></script></block-definition><block-definition s="throw %&apos;tag&apos; %&apos;value&apos;" type="command" category="control"><header></header><code></code><translations>de:wirf _ _&#xD;ca:llança _ _&#xD;es:lanzar _ _&#xD;fr:lance _ _&#xD;</translations><inputs><input type="%s">catchtag</input><input type="%s"></input></inputs><script><block s="doRun"><block var="tag"/><list><block var="value"/></list></block></script></block-definition><block-definition s="for each %&apos;item&apos; of %&apos;data&apos; %&apos;action&apos;" type="command" category="lists"><header></header><code></code><translations>de:für jedes _ von _ _&#xD;ca:per cada _ de _ _&#xD;es:para cada _ de _ _&#xD;fr:pour chaque _ de _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%l"></input><input type="%cs"></input></inputs><script><block s="doUntil"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doSetVar"><l>item</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><block s="doRun"><block var="action"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block s="doSetVar"><l>data</l><block s="reportCDR"><block var="data"/></block></block></script></block></script></block-definition><block-definition s="if %&apos;test&apos; do %&apos;action&apos; and pause all $pause-1-255-220-0" type="command" category="control"><header></header><code></code><translations>de:falls _ dann _ und pause $pause-1-255-220-0&#xD;ca:si _ fes _ i atura-ho tot $pause-1-255-220-0&#xD;es:si _ haz _ y páralo todo $pause-1-255-220-0&#xD;fr:si _ faire _ et mettre tout en pause $pause-1-255-220-0&#xD;</translations><inputs><input type="%boolUE"></input><input type="%cs"></input></inputs><script><block s="doDeclareVariables"><list><l>breakpoint</l></list></block><block s="doIf"><block s="evaluate"><block var="test"/><list></list></block><script><block s="doSetVar"><l>breakpoint</l><block var="test"/></block><block s="doShowVar"><l>breakpoint</l></block><block s="doRun"><block var="action"/><list></list></block><block s="doPauseAll"></block><block s="doHideVar"><l></l></block></script></block></script></block-definition><block-definition s="word $arrowRight list %&apos;word&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Wort $arrowRight Liste _&#xD;ca:paraula $arrowRight llista _&#xD;es:palabra $arrowRight lista _&#xD;fr:mot $arrowRight liste _&#xD;</translations><inputs><input type="%txt"></input></inputs><script><block s="doReport"><block s="reportTextSplit"><block var="word"/><l><option>letter</option></l></block></block></script></block-definition><block-definition s="ignore %&apos;x&apos;" type="command" category="control"><header></header><code></code><translations>de:ignoriere _&#xD;ca:ignora _&#xD;es:ignorar _&#xD;fr:ignore _&#xD;</translations><inputs><input type="%s"></input></inputs></block-definition><block-definition s="list $arrowRight word %&apos;list&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Liste $arrowRight Wort _&#xD;ca:llista $arrowRight paraula _&#xD;es:lista $arrowRight palabra _&#xD;fr:liste $arrowRight mot _&#xD;</translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportJoinWords"><block var="list"/></block></block></script></block-definition><block-definition s="%&apos;x&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%s"></input></inputs><script><block s="doReport"><block var="x"/></block></script></block-definition><block-definition s="numbers from %&apos;from&apos; to %&apos;to&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:Zahlen von _ bis _&#xD;ca:nombres des de _ a _&#xD;es:números de _ a _&#xD;fr:nombres de _ à _&#xD;</translations><inputs><input type="%n">1</input><input type="%n">10</input></inputs><script><block s="doIf"><block s="reportGreaterThan"><block var="from"/><block var="to"/></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doReport"><block s="reportCONS"><block var="from"/><custom-block s="numbers from %n to %n"><block s="reportSum"><block var="from"/><l>1</l></block><block var="to"/></custom-block></block></block></script></block-definition><block-definition s="map %&apos;func&apos; over %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:wende _ an auf _&#xD;ca:mapeja _ sobre _&#xD;es:mapear _ sobre _&#xD;fr:appliquer _ à _&#xD;</translations><inputs><input type="%repRing"></input><input type="%l"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block var="data"/></block></script></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="func"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><custom-block s="map %repRing over %l"><block var="func"/><block s="reportCDR"><block var="data"/></block></custom-block></block></block></script></block-definition><block-definition s="median %&apos;data_list&apos;" type="reporter" category="operators"><comment x="0" y="0" w="90" collapsed="true">Reports the Median - ours is 94.5</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>a</l></list></block><block s="doSetVar"><l>a</l><custom-block s="sort %l ordering with %predRing"><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data_list"/></custom-block><block s="reifyPredicate"><autolambda><block s="reportLessThan"><l></l><l></l></block></autolambda><list></list></block></custom-block></block><block s="doIfElse"><block s="reportEquals"><block s="reportModulus"><block s="reportListLength"><block var="a"/></block><l>2</l></block><l>1</l></block><script><block s="doReport"><block s="reportListItem"><block s="reportRound"><block s="reportQuotient"><block s="reportListLength"><block var="a"/></block><l>2</l></block></block><block var="a"/></block></block></script><script><block s="doReport"><block s="reportQuotient"><block s="reportSum"><block s="reportListItem"><block s="reportRound"><block s="reportQuotient"><block s="reportListLength"><block var="a"/></block><l>2</l></block></block><block var="a"/></block><block s="reportListItem"><block s="reportSum"><block s="reportRound"><block s="reportQuotient"><block s="reportListLength"><block var="a"/></block><l>2</l></block></block><l>1</l></block><block var="a"/></block></block><l>2</l></block></block></script></block></script></block-definition><block-definition s="append %&apos;lists&apos;" type="reporter" category="lists"><comment x="0" y="0" w="287" collapsed="false">Take any number of input lists, and create a new list containing the items of the input lists.  So&#xD;              APPEND [A B] [C D]&#xD;where the [,,,] are lists reports the list&#xD;              [A B C D]&#xD;not [[A B] [C D]].</comment><header></header><code></code><translations></translations><inputs><input type="%mult%l"></input></inputs><script><block s="doWarp"><script><block s="doIf"><block s="reportEquals"><block var="lists"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block s="reportListLength"><block var="lists"/></block><l>1</l></block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="lists"/></block></block></script></block><block s="doIf"><block s="reportEquals"><block s="reportListItem"><l>1</l><block var="lists"/></block><block s="reportNewList"><list></list></block></block><script><block s="doReport"><custom-block s="append %mult%l"><block s="reportCDR"><block var="lists"/></block></custom-block></block></script></block><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="lists"/></block></block><custom-block s="append %mult%l"><block s="reportCONS"><block s="reportCDR"><block s="reportListItem"><l>1</l><block var="lists"/></block></block><block s="reportCDR"><block var="lists"/></block></block></custom-block></block></block></script></block></script></block-definition><block-definition s="reverse %&apos;data&apos;" type="reporter" category="lists"><comment x="0" y="0" w="223" collapsed="false">Reports a new list containing the items of the input list, but in the opposite order.</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>helper</l></list></block><block s="doSetVar"><l>helper</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><block var="input"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="result"/></block></script></block><block s="doReport"><block s="evaluate"><block var="helper"/><list><block s="reportCDR"><block var="input"/></block><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="input"/></block><block var="result"/></block></list></block></block></script><list><l>input</l><l>result</l></list></block></block><block s="doWarp"><script><block s="doReport"><block s="evaluate"><block var="helper"/><list><block var="data"/><block s="reportNewList"><list></list></block></list></block></block></script></block></script></block-definition><block-definition s="remove duplicates from %&apos;data&apos;" type="reporter" category="lists"><comment x="0" y="0" w="209" collapsed="false">Reports a new list whose items are the same as in the input list, except that if two or more equal items appear in the input list, only the last one is kept in the result.</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doWarp"><script><block s="doIf"><block s="reportEquals"><block var="data"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIfElse"><block s="reportListContainsItem"><block s="reportCDR"><block var="data"/></block><block s="reportListItem"><l>1</l><block var="data"/></block></block><script><block s="doReport"><custom-block s="remove duplicates from %l"><block s="reportCDR"><block var="data"/></block></custom-block></block></script><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="remove duplicates from %l"><block s="reportCDR"><block var="data"/></block></custom-block></block></block></script></block></script></block></script></block-definition><block-definition s="sort %&apos;data&apos; ordering with %&apos;function&apos;" type="reporter" category="lists"><comment x="0" y="0" w="204" collapsed="false">Reports a sorted version of the list in its first input slot, using the comparison function in the second input slot.  For a list of numbers, using &lt; as the comparison function will sort from low to high; using &gt; will sort from high to low.</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input><input type="%predRing"></input></inputs><script><block s="doDeclareVariables"><list><l>even items</l><l>odd items</l><l>merge</l></list></block><block s="doSetVar"><l>odd items</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><l></l><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><l/></block><block s="evaluate"><block var="even items"/><list><block s="reportCDR"><l/></block></list></block></block></block></script><list></list></block></block><block s="doSetVar"><l>even items</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><l></l><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doReport"><block s="evaluate"><block var="odd items"/><list><block s="reportCDR"><l/></block></list></block></block></script><list></list></block></block><block s="doSetVar"><l>merge</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><block var="#1"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="#2"/></block></script></block><block s="doIf"><block s="reportEquals"><block var="#2"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="#1"/></block></script></block><block s="doIfElse"><block s="evaluate"><block var="function"/><list><block s="reportListItem"><l>1</l><block var="#1"/></block><block s="reportListItem"><l>1</l><block var="#2"/></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="#1"/></block><block s="evaluate"><block var="merge"/><list><block s="reportCDR"><block var="#1"/></block><block var="#2"/></list></block></block></block></script><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="#2"/></block><block s="evaluate"><block var="merge"/><list><block var="#1"/><block s="reportCDR"><block var="#2"/></block></list></block></block></block></script></block></script><list><l>#1</l><l>#2</l></list></block></block><block s="doIf"><block s="reportEquals"><block var="data"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block s="reportCDR"><block var="data"/></block><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="data"/></block></script></block><block s="doReport"><block s="evaluate"><block var="merge"/><list><custom-block s="sort %l ordering with %predRing"><block s="evaluate"><block var="odd items"/><list><block var="data"/></list></block><block var="function"/></custom-block><custom-block s="sort %l ordering with %predRing"><block s="evaluate"><block var="even items"/><list><block var="data"/></list></block><block var="function"/></custom-block></list></block></block></script></block-definition><block-definition s="assoc %&apos;key&apos; %&apos;a-list&apos;" type="reporter" category="lists"><comment x="0" y="0" w="289.3333333333333" collapsed="false">The second input is an &quot;association list,&quot; a list of two-item lists.  Each of those smaller lists has a &quot;key&quot; as its first item and a &quot;value&quot; as its second.  ASSOC reports the first key-value pair in the association list whose key matches the first input.</comment><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%l"></input></inputs><script><block s="doIf"><block s="reportEquals"><block var="a-list"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block var="key"/><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="a-list"/></block></block></block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="a-list"/></block></block></script></block><block s="doReport"><custom-block s="assoc %s %l"><block var="key"/><block s="reportCDR"><block var="a-list"/></block></custom-block></block></script></block-definition><block-definition s="%&apos;#&apos; map %&apos;function&apos; over %&apos;lists&apos;" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs><input type="%upvar"></input><input type="%repRing"></input><input type="%mult%l"></input></inputs><script><block s="doWarp"><script><block s="doDeclareVariables"><list><l>mapone</l><l>mapmany</l></list></block><block s="doSetVar"><l>mapone</l><block s="reifyScript"><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doSetVar"><l>#</l><block var="count"/></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="function"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block s="evaluate"><block var="mapone"/><list><block s="reportCDR"><block var="data"/></block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></block></script><list><l>data</l><l>count</l></list></block></block><block s="doSetVar"><l>mapmany</l><block s="reifyScript"><script><block s="doIf"><custom-block s="empty? %l"><block s="reportListItem"><l>1</l><block var="data lists"/></block></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doSetVar"><l>#</l><block var="count"/></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="function"/><custom-block s="%upvar map %repRing over %mult%l"><l>#</l><block s="reifyReporter"><autolambda><block s="reportListItem"><l>1</l><l/></block></autolambda><list></list></block><list><block var="data lists"/></list></custom-block></block><block s="evaluate"><block var="mapmany"/><list><custom-block s="%upvar map %repRing over %mult%l"><l>#</l><block s="reifyReporter"><autolambda><block s="reportCDR"><l/></block></autolambda><list></list></block><list><block var="data lists"/></list></custom-block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></block></script><list><l>data lists</l><l>count</l></list></block></block><block s="doIfElse"><custom-block s="empty? %l"><block s="reportCDR"><block var="lists"/></block></custom-block><script><block s="doReport"><block s="evaluate"><block var="mapone"/><list><block s="reportListItem"><l>1</l><block var="lists"/></block><l>1</l></list></block></block></script><script><block s="doReport"><block s="evaluate"><block var="mapmany"/><list><block var="lists"/><l>1</l></list></block></block></script></block></script></block></script></block-definition><block-definition s="empty? %&apos;data&apos;" type="predicate" category="lists"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportEquals"><block var="data"/><block s="reportNewList"><list></list></block></block></block></script></block-definition><block-definition s="%&apos;#&apos; keep items such that %&apos;pred&apos; from %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs><input type="%upvar"></input><input type="%predRing"></input><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>keep-helper</l></list></block><block s="doSetVar"><l>keep-helper</l><block s="reifyScript"><script><block s="doWarp"><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doSetVar"><l>#</l><block var="count"/></block><block s="doIfElse"><block s="evaluate"><block var="pred"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><block s="evaluate"><block var="keep-helper"/><list><block s="reportCDR"><block var="data"/></block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></block></script><script><block s="doReport"><block s="evaluate"><block var="keep-helper"/><list><block s="reportCDR"><block var="data"/></block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></script></block></script></block></script><list><l>data</l><l>count</l></list></block></block><block s="doReport"><block s="evaluate"><block var="keep-helper"/><list><block var="data"/><l>1</l></list></block></block></script></block-definition><block-definition s="%&apos;#&apos; for each %&apos;item&apos; of %&apos;data&apos; %&apos;action&apos;" type="command" category="lists"><header></header><code></code><translations></translations><inputs><input type="%upvar"></input><input type="%upvar"></input><input type="%l"></input><input type="%cs"></input></inputs><script><block s="doSetVar"><l>#</l><l>1</l></block><block s="doUntil"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doSetVar"><l>item</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><block s="doRun"><block var="action"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block s="doSetVar"><l>data</l><block s="reportCDR"><block var="data"/></block></block><block s="doChangeVar"><l>#</l><l>1</l></block></script></block></script></block-definition><block-definition s="sd %&apos;data_list&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportQuotient"><block s="reportRound"><block s="reportProduct"><block s="reportMonadic"><l><option>sqrt</option></l><custom-block s="mean %l"><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><custom-block s="square %n"><block s="reportDifference"><l></l><block var="mean"/></block></custom-block></autolambda><list></list></block><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data_list"/></custom-block></custom-block></custom-block></block><l>100</l></block></block><l>100</l></block></block></script></block-definition><block-definition s="square %&apos;num&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%n"></input></inputs><script><block s="doReport"><block s="reportProduct"><block var="num"/><block var="num"/></block></block></script></block-definition><block-definition s="phat %&apos;data_list&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doSetVar"><l>success</l><l>0</l></block><custom-block s="for each %upvar of %l %cs"><l>item</l><block var="data_list"/><script><block s="doIf"><block s="reportNot"><block s="reportLessThan"><block var="item"/><l>11</l></block></block><script><block s="doChangeVar"><l>success</l><l>1</l></block></script></block></script></custom-block><block s="doReport"><block s="reportQuotient"><block s="reportRound"><block s="reportProduct"><block s="reportProduct"><block s="reportQuotient"><block var="success"/><block s="reportListLength"><block var="data"/></block></block><l>100</l></block><l>100</l></block></block><l>100</l></block></block></script></block-definition></blocks><variables><variable name="data"><list id="1632"><item><list struct="atomic" id="1633">2009,10.60</list></item><item><list struct="atomic" id="1634">2010,10.57</list></item><item><list struct="atomic" id="1635">2011,10.17</list></item><item><list struct="atomic" id="1636">2012,10.84</list></item><item><list struct="atomic" id="1637">2013,10.92</list></item><item><list struct="atomic" id="1638">2014,10.36</list></item><item><list struct="atomic" id="1639">2015,11.13</list></item><item><list struct="atomic" id="1640">2016,11.38</list></item><item><list struct="atomic" id="1641">2017,11.07</list></item><item><list struct="atomic" id="1642">2018,11.89</list></item><item><list struct="atomic" id="1643">2019,11.32</list></item></list></variable><variable name="mean"><l>10.93</l></variable><variable name="median"><l>10.92</l></variable><variable name="standard_deviation"><l>0.48</l></variable><variable name="p^hat"><l>45.45</l></variable><variable name="add"><l>2.485000000000003</l></variable><variable name="success"><l>5</l></variable><variable name="z-score"><l>2.23</l></variable></variables></project><media name="Unit 3 - Big Data Project" app="Snap! 6, https://snap.berkeley.edu" version="1"></media></snapdata>