<snapdata remixID="10002047"><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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</thumbnail><stage 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="3"/></item></list></costumes><sounds><list struct="atomic" id="4"></list></sounds><variables></variables><blocks></blocks><scripts></scripts><sprites><sprite name="Sprite" idx="1" x="0.5365101578054237" y="-0.6487442334180287" heading="90" scale="1" volume="100" pan="0" rotation="1" draggable="true" hidden="true" costume="0" color="80,80,80,1" pen="tip" id="9"><costumes><list struct="atomic" id="10"></list></costumes><sounds><list struct="atomic" id="11"></list></sounds><blocks></blocks><variables></variables><scripts><script x="10" y="10"><block s="receiveGo"></block><custom-block s="set_data"><comment w="90" collapsed="true">change me with your data once you get everything working</comment></custom-block><block s="doSetVar"><l>mean</l><custom-block s="mean %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"/><comment w="90" collapsed="false">Why are we using map here?  Should it be inside the block?  Should we make a new variable with this information?  You need to finish this block.</comment></custom-block></custom-block></block><block s="doSetVar"><l>median</l><custom-block s="median %l"><block var="data"/></custom-block><comment w="90" collapsed="false">You need to finish this block</comment></block><block 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"><block s="reportMap"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data"/></block></custom-block><comment w="90" collapsed="false">You need to build this block</comment></block></script></scripts></sprite><watcher var="mean" style="normal" x="3.0443054199215567" y="206.5053822884969" color="243,118,29"/><watcher var="new list" style="normal" x="10.147684733072992" y="10.147684733072936" color="243,118,29" hidden="true"/><watcher var="median 2" style="normal" x="10" y="10" color="243,118,29" hidden="true"/><watcher var="median" style="normal" x="4.044305419921557" y="238.6035074869792" color="243,118,29"/><watcher var="standard_deviation" style="normal" x="4.0738423665363825" y="273.1942464192709" color="243,118,29"/><watcher var="p^hat" style="normal" x="7.088610839843909" y="307.72591145833354" color="243,118,29"/><watcher var="data" style="normal" x="4.867083740234534" y="3.103379313151052" color="243,118,29" extX="117.123046875" extY="106.99999999999999"/></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>Nov &apos;19</l><l>3.5</l></list></block><block s="reportNewList"><list><l>Dec &apos;19</l><l>3.5</l></list></block><block s="reportNewList"><list><l>Jan &apos;20</l><l>3.6</l></list></block><block s="reportNewList"><list><l>Feb &apos;20</l><l>3.5</l></list></block><block s="reportNewList"><list><l>Mar &apos;20</l><l>4.4</l></list></block><block s="reportNewList"><list><l>Apr &apos;20</l><l>14.7</l></list></block><block s="reportNewList"><list><l>May &apos;20</l><l>13.3</l></list></block><block s="reportNewList"><list><l>Jun &apos;20</l><l>11.1</l></list></block><block s="reportNewList"><list><l>Jul &apos;20</l><l>10.2</l></list></block><block s="reportNewList"><list><l>Aug &apos;20</l><l>8.4</l></list></block><block s="reportNewList"><list><l>Sep &apos;20</l><l>7.9</l></list></block><block s="reportNewList"><list><l>Oct &apos;20</l><l>6.9</l></list></block><block s="reportNewList"><list><l>Nov&apos;20</l><l>6.7</l></list></block></list></block><comment w="90" collapsed="false">sample data is year and graduation rate for PAUSD - has a minimum of 10 data points</comment></block></script></block-definition><block-definition s="mean %&apos;data_list&apos;" type="reporter" category="operators"><comment x="0" y="0" w="90" collapsed="false">Should report the mean value for your data.  With our sample data, this would return 94.47</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportQuotient"><custom-block s="combine with %repRing items of %l"><block s="reifyReporter"><autolambda><block s="reportSum"><l></l><l></l></block></autolambda><list></list></block><block var="data_list"/></custom-block><block s="reportListLength"><block var="data"/></block></block></block></script><scripts><script x="50.00000000000006" y="107.93333333333334"><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></script></scripts></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><comment w="90" collapsed="true">Weird glitch - couldn&apos;t rename the variable - you should!</comment></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="doReport"><block s="reportListItem"><l>1</l><block var="a"/></block></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="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></block></script><scripts><comment x="12.857142857142858" y="138.28571428571428" w="90" collapsed="false">Calculates the standard deviation.  You do NOT need to alter this block.</comment></scripts></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"><comment x="0" y="0" w="176.85714285714286" collapsed="false">This statistic is calculated by the (number of successes) / (total number of outcomes)</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><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="reportOr"><block s="reportLessThan"><block var="item"/><l>4</l></block><block s="reportEquals"><block var="item"/><l>4</l></block></block><script><block s="doChangeVar"><l>a</l><l>1</l></block></script></block></script></custom-block><block s="doReport"><block s="reportQuotient"><block var="a"/><block s="reportListLength"><block var="data"/></block></block></block></script><scripts><script x="324" y="152.93333333333334"><block s="reportGreaterThan"><l></l><l></l></block></script></scripts></block-definition><block-definition s="sort l%list" type="reporter" category="variables"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doReport"><l></l></block></script></block-definition><block-definition s="sort %list" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doReport"><l></l></block></script></block-definition></blocks><variables><variable name="data"><list id="1481"><item><list struct="atomic" id="1482">Nov &apos;19,3.5</list></item><item><list struct="atomic" id="1483">Dec &apos;19,3.5</list></item><item><list struct="atomic" id="1484">Jan &apos;20,3.6</list></item><item><list struct="atomic" id="1485">Feb &apos;20,3.5</list></item><item><list struct="atomic" id="1486">Mar &apos;20,4.4</list></item><item><list struct="atomic" id="1487">Apr &apos;20,14.7</list></item><item><list struct="atomic" id="1488">May &apos;20,13.3</list></item><item><list struct="atomic" id="1489">Jun &apos;20,11.1</list></item><item><list struct="atomic" id="1490">Jul &apos;20,10.2</list></item><item><list struct="atomic" id="1491">Aug &apos;20,8.4</list></item><item><list struct="atomic" id="1492">Sep &apos;20,7.9</list></item><item><list struct="atomic" id="1493">Oct &apos;20,6.9</list></item><item><list struct="atomic" id="1494">Nov&apos;20,6.7</list></item></list></variable><variable name="mean"><l>7.515384615384615</l></variable><variable name="median"><l>3.5</l></variable><variable name="standard_deviation"><l>3.7263812418703637</l></variable><variable name="p^hat"><l>0.3076923076923077</l></variable><variable name="new list"><l>0</l></variable><variable name="median 2"><l>0</l></variable></variables></project><media name="Unit 3 - Big Data Project" app="Snap! 6, https://snap.berkeley.edu" version="1"></media></snapdata>