<snapdata remixID="14345002"><project name="XU_U5L3_DATA_PROCESSING" app="Snap! 10.7.1, https://snap.berkeley.edu" 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</thumbnail><scenes select="1"><scene name="XU_U5L3_DATA_PROCESSING"><notes></notes><hidden></hidden><headers></headers><code></code><blocks><block-definition s="record %&apos;number&apos; of table %&apos;title&apos;" type="reporter" category="variables"><header></header><code></code><translations></translations><inputs><input type="%s" initial="1"></input><input type="%l" initial="1"></input></inputs><script><block s="doReport"><block s="reportListItem"><block var="number"/><block var="title"/></block></block></script></block-definition><block-definition s="field %&apos;number&apos; of record %&apos;title&apos;" type="reporter" category="variables"><header></header><code></code><translations></translations><inputs><input type="%s" initial="1"></input><input type="%l" initial="1"></input></inputs><script><block s="doReport"><block s="reportListItem"><block var="number"/><block var="title"/></block></block></script></block-definition><block-definition s="column %&apos;number&apos; of table %&apos;title&apos;" type="reporter" category="variables"><header></header><code></code><translations></translations><inputs><input type="%s" initial="1"></input><input type="%s" initial="1"></input></inputs><script><block s="doDeclareVariables"><list><l>column</l></list></block><block s="doSetVar"><l>column</l><block s="reportNewList"><list><l></l></list></block></block><block s="doForEach"><l>item</l><block var="title"/><script><block s="doAddToList"><custom-block s="field %s of record %l"><block var="number"/><block var="item"/></custom-block><block var="column"/></block></script></block><block s="doReport"><block var="column"/></block></script></block-definition><block-definition s="bar chart of table %&apos;data&apos; grouped by field: %&apos;field&apos; from: %&apos;floor&apos; to: %&apos;ceiling&apos; interval: %&apos;interval&apos;" type="reporter" category="lists"><comment x="0" y="0" w="344.6666666666667" collapsed="false">Takes a table (typically from a CSV data set) as input and reports a summary of the table grouped by the field in the specified column number.  The remaining three inputs are used only if the field values are numbers, in which case they can be grouped into buckets (e.g., decades, centuries, etc.).  Those three inputs specify the smallest and largest values of interest and, most importantly, the width of a bucket (10 for decades, 100 for centuries).  If the field isn&apos;t numeric, leave these three inputs empty or set them to zero.  In that case, each string value of the field is its own bucket, and they appear sorted alphabetically.&#xD;&#xD;The block reports a new table with three columns.  The first column contains the bucket name or smallest number.  The second column contains a nonnegative integer that says how many records in the input table fall into this bucket.  The third column is a subtable containing the actual records from the original table that fall into the bucket.&#xD;&#xD;If your buckets aren&apos;t of constant width, or you want to group by some function of more than one field, load the &quot;Frequency Distribution Analysis&quot; library instead. </comment><header></header><code></code><translations>ca:gràfica de la taula _ agrupada pel camp: _ des de: _ fins: _ interval: _&#xD;</translations><inputs><input type="%l"></input><input type="%n"></input><input type="%n"></input><input type="%n"></input><input type="%n"></input></inputs><script><block s="doDeclareVariables"><list><l>sorted</l></list></block><block s="doSetVar"><l>sorted</l><custom-block s="sort table %l on field %n in %s order"><custom-block s="group table %l by field %n by intervals of: %n"><block var="data"/><block var="field"/><block var="interval"/></custom-block><l>1</l><l>ascending</l></custom-block></block><block s="doIf"><block s="reportVariadicEquals"><list><block var="interval"/><l>0</l></list></block><script><block s="doReport"><block var="sorted"/></block></script><list></list></block><block s="doReport"><block s="reportMap"><block s="reifyReporter"><autolambda><block s="reportCONS"><block s="reportVariadicProduct"><list><block s="reportListItem"><l>1</l><l/></block><block var="interval"/></list></block><block s="reportCDR"><l/></block></block></autolambda><list></list></block><custom-block s="bar chart helper function to fill %l key: %repRing from: %n to: %n interval: %repRing with: %repRing"><block var="sorted"/><block s="reifyReporter"><autolambda><block s="reportListItem"><l>1</l><l/></block></autolambda><list></list></block><block s="reportMonadic"><l><option>ceiling</option></l><block s="reportQuotient"><block var="floor"/><block var="interval"/></block></block><block s="reportMonadic"><l><option>ceiling</option></l><block s="reportQuotient"><block var="ceiling"/><block var="interval"/></block></block><block s="reifyReporter"><autolambda><block s="reportVariadicSum"><list><l></l><l>1</l></list></block></autolambda><list></list></block><block s="reifyReporter"><autolambda><block s="reportNewList"><list><l></l><l>0</l><block s="reportNewList"><list></list></block></list></block></autolambda><list></list></block></custom-block></block></block></script></block-definition><block-definition s="bar chart helper function to fill %&apos;data&apos; key: %&apos;key&apos; from: %&apos;floor&apos; to: %&apos;ceiling&apos; interval: %&apos;interval&apos; with: %&apos;generator&apos;" type="reporter" category="lists"><comment x="0" y="0" w="103" collapsed="false">add missing entries to a sorted list. Used for histograms</comment><header></header><code></code><translations>pt:os itens de _ com a chave _ entre _ e _ com passo _ completados por _&#xD;ca:gràfica omplint _ amb clau: _ des de: _ fins: _ interval: _ amb _&#xD;</translations><inputs><input type="%l"></input><input type="%repRing"></input><input type="%n"></input><input type="%n"></input><input type="%repRing"></input><input type="%repRing"></input></inputs><script><block s="doIf"><block s="reportVariadicGreaterThan"><list><block var="floor"/><block var="ceiling"/></list></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script><list></list></block><block s="doIf"><block s="reportVariadicEquals"><list><block var="data"/><block s="reportNewList"><list></list></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="generator"/><list><block var="floor"/></list></block><custom-block s="bar chart helper function to fill %l key: %repRing from: %n to: %n interval: %repRing with: %repRing"><block var="data"/><block var="key"/><block s="evaluate"><block var="interval"/><list><block var="floor"/></list></block><block var="ceiling"/><block var="interval"/><block var="generator"/></custom-block></block></block></script><list></list></block><block s="doIf"><block s="reportVariadicLessThan"><list><block s="evaluate"><block var="key"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block var="floor"/></list></block><script><block s="doReport"><custom-block s="bar chart helper function to fill %l key: %repRing from: %n to: %n interval: %repRing with: %repRing"><block s="reportCDR"><block var="data"/></block><block var="key"/><block var="floor"/><block var="ceiling"/><block var="interval"/><block var="generator"/></custom-block></block></script><list></list></block><block s="doIf"><block s="reportVariadicEquals"><list><block s="evaluate"><block var="key"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block var="floor"/></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="bar chart helper function to fill %l key: %repRing from: %n to: %n interval: %repRing with: %repRing"><block s="reportCDR"><block var="data"/></block><block var="key"/><block s="evaluate"><block var="interval"/><list><block var="floor"/></list></block><block var="ceiling"/><block var="interval"/><block var="generator"/></custom-block></block></block></script><list></list></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="generator"/><list><block var="floor"/></list></block><custom-block s="bar chart helper function to fill %l key: %repRing from: %n to: %n interval: %repRing with: %repRing"><block var="data"/><block var="key"/><block s="evaluate"><block var="interval"/><list><block var="floor"/></list></block><block var="ceiling"/><block var="interval"/><block var="generator"/></custom-block></block></block></script></block-definition><block-definition s="plot bar chart %&apos;data&apos; bars at x: %&apos;left&apos; y: %&apos;bottom&apos; width: %&apos;width&apos; height: %&apos;height&apos;" type="command" category="pen"><header></header><code></code><translations>pt:desenha gráfico de barras de _ em (x: _ , y: _ ) com largura _ e altura _&#xD;ca:dibuixa gràfic _ a x: _ y: _ amplada: _ alçada: _&#xD;</translations><inputs><input type="%l"></input><input type="%n">-200</input><input type="%n">-100</input><input type="%n">400</input><input type="%n">200</input></inputs><script><block s="doDeclareVariables"><list><l>ratio</l><l>step</l><l>flat line ends</l><l>col</l><l>sorted</l><l>min</l><l>digit12</l><l>saved pentrails</l><l>digit10</l><l>x label width</l><l>saved position</l><l>label delta y</l><l>max y</l></list></block><block s="doSetVar"><l>flat line ends</l><block s="reportGlobalFlag"><l><option>flat line ends</option></l></block></block><block s="doSetGlobalFlag"><l><option>flat line ends</option></l><l><bool>true</bool></l></block><block s="doSetVar"><l>saved pentrails</l><block s="reportPenTrailsAsCostume"></block></block><block s="clear"></block><block s="up"><comment w="105.33333333333333" collapsed="false">find out how wide a digit is at two sizes</comment></block><block s="doGotoObject"><l><option>center</option></l></block><block s="write"><l>1234567890</l><l>12</l></block><block s="doSetVar"><l>digit12</l><block s="reportQuotient"><block s="xPosition"></block><l>10</l></block></block><block s="clear"></block><block s="up"></block><block s="doGotoObject"><l><option>center</option></l></block><block s="write"><l>1234567890</l><l>10</l></block><block s="doSetVar"><l>digit10</l><block s="reportQuotient"><block s="xPosition"></block><l>10</l></block></block><block s="clear"></block><block s="doSwitchToCostume"><block var="saved pentrails"/></block><block s="doStamp"></block><block s="doSwitchToCostume"><l><option>Turtle</option></l></block><block s="doSetVar"><l>x label width</l><block s="reportMonadic"><l><option>ceiling</option></l><block s="reportMonadic"><l><option>log</option></l><block s="reportListItem"><l>1</l><block s="reportListItem"><l><option>last</option></l><block var="data"/></block></block></block></block></block><block s="doSetVar"><l>sorted</l><block s="reportMap"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><custom-block s="sort table %l on field %n in %s order"><block var="data"/><l>2</l><l>descending</l></custom-block></block></block><block s="doIfElse"><block s="reportVariadicLessThan"><list><block s="reportListItem"><l><option>last</option></l><block var="sorted"/></block><l>0</l></list></block><script><block s="doSetVar"><l>min</l><block s="reportListItem"><l><option>last</option></l><block var="sorted"/></block></block></script><script><block s="doSetVar"><l>min</l><l>0</l></block></script><comment w="142" collapsed="false">If smallest value &lt; 0, the x axis isn&apos;t at the bottom.&#xD;Note that sort is by &gt; not by &lt;.&#xD;Not clear this can happen in a&#xD;histogram!</comment></block><block s="doSetVar"><l>max y</l><block s="reportListItem"><l>1</l><block var="sorted"/></block></block><block s="doSetVar"><l>ratio</l><block s="reportQuotient"><block var="height"/><block s="reportDifference"><block s="reportListItem"><l>1</l><block var="sorted"/></block><block var="min"/></block></block></block><block s="doSetVar"><l>label delta y</l><block s="reportVariadicProduct"><list><block s="reportRound"><block s="reportQuotient"><block var="max y"/><l>50</l></block></block><l>10</l></list></block></block><block s="doSetVar"><l>step</l><block s="reportQuotient"><block var="width"/><block s="reportListAttribute"><l><option>length</option></l><block var="data"/></block></block></block><block s="doIfElse"><block s="reportVariadicGreaterThan"><list><block var="step"/><l>2</l></list></block><script><block s="doSetVar"><l>col</l><block s="reportDifference"><block var="step"/><l>1</l></block></block></script><script><block s="doSetVar"><l>col</l><block s="reportVariadicProduct"><list><block var="step"/><l>0.8</l></list></block></block></script></block><block s="gotoXY"><block var="left"/><block s="reportDifference"><block var="bottom"/><block s="reportVariadicProduct"><list><block var="min"/><block var="ratio"/></list></block></block></block><block s="setSize"><l>1</l></block><block s="down"></block><block s="setHeading"><l>90</l></block><block s="forward"><block var="width"/><comment w="110.66666666666667" collapsed="true">draw x axis at y=0</comment></block><block s="up"></block><block s="gotoXY"><block var="left"/><block var="bottom"/></block><block s="setHeading"><l>0</l></block><block s="down"></block><block s="forward"><block var="height"/><comment w="74.66666666666667" collapsed="true">draw y axis</comment></block><block s="up"></block><block s="setHeading"><l>90</l></block><block s="gotoXY"><block s="reportDifference"><block var="left"/><block s="reportVariadicSum"><list><block var="digit12"/><l>2</l></list></block></block><block s="reportDifference"><block var="bottom"/><block s="reportVariadicProduct"><list><block var="min"/><block var="ratio"/></list></block></block></block><block s="write"><l>0</l><l>12</l></block><block s="doFor"><l>i</l><l>1</l><l>5</l><script><block s="changeYPosition"><block s="reportVariadicProduct"><list><block s="reportDifference"><block var="label delta y"/><block var="min"/></block><block var="ratio"/></list></block></block><block s="setXPosition"><block s="reportDifference"><block var="left"/><block s="reportVariadicSum"><list><block s="reportVariadicProduct"><list><block var="digit12"/><block s="reportTextAttribute"><l><option>length</option></l><block s="reportVariadicProduct"><list><block var="label delta y"/><block var="i"/></list></block></block></list></block><l>2</l></list></block></block></block><block s="write"><block s="reportVariadicProduct"><list><block var="label delta y"/><block var="i"/></list></block><l>12</l></block></script></block><block s="gotoXY"><block var="left"/><block var="bottom"/><comment w="112" collapsed="true">Ready to draw bars.</comment></block><block s="changeXPosition"><block s="reportQuotient"><block var="step"/><l>2</l></block></block><block s="setSize"><block var="col"/></block><block s="doWarp"><script><block s="doUntil"><block s="reportVariadicEquals"><list><block s="reportListAttribute"><l><option>length</option></l><block var="data"/></block><l>0</l></list></block><script><block s="down"></block><block s="changeYPosition"><block s="reportVariadicProduct"><list><block s="reportDifference"><block s="reportListItem"><l>2</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><block var="min"/></block><block var="ratio"/></list></block></block><block s="up"></block><block s="setYPosition"><block var="bottom"/></block><block s="doSetVar"><l>saved position</l><block s="reportNewList"><list><block s="xPosition"></block><block s="yPosition"></block></list></block></block><block s="doIfElse"><block s="reportVariadicLessThan"><list><block var="col"/><l>15</l></list><comment w="319.3333333333333" collapsed="true">Choose label format depending on label width vs. bar width.</comment></block><script><block s="setYPosition"><block s="reportDifference"><block var="bottom"/><l>2</l></block></block><block s="changeXPosition"><block s="reportDifference"><block s="reportQuotient"><block var="step"/><l>2</l></block><l>8</l></block></block><block s="setHeading"><l>180</l></block><block s="write"><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><l>10</l></block></script><script><block s="doIfElse"><block s="reportVariadicLessThan"><list><block var="col"/><block s="reportVariadicProduct"><list><block s="reportVariadicProduct"><list><block var="digit10"/><block var="x label width"/></list></block><l>2.5</l></list></block></list></block><script><block s="setYPosition"><block s="reportDifference"><block var="bottom"/><l>2</l></block></block><block s="changeXPosition"><block s="reportDifference"><block s="reportQuotient"><block var="step"/><l>2</l></block><l>10</l></block></block><block s="setHeading"><l>180</l></block><block s="write"><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><l>12</l></block></script><script><block s="doIfElse"><block s="reportVariadicLessThan"><list><block var="col"/><block s="reportVariadicProduct"><list><block s="reportVariadicProduct"><list><block var="digit12"/><block var="x label width"/></list></block><l>2.5</l></list></block></list></block><script><block s="setYPosition"><block s="reportDifference"><block var="bottom"/><l>10</l></block></block><block s="setHeading"><l>90</l></block><block s="forward"><block s="reportDifference"><block s="reportDifference"><block s="reportQuotient"><block var="step"/><l>2</l></block><block s="reportVariadicProduct"><list><block var="digit10"/><block s="reportMonadic"><l><option>ceiling</option></l><block s="reportMonadic"><l><option>log</option></l><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="data"/></block></block></block></block></list></block></block><l>2</l></block></block><block s="write"><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><l>10</l></block></script><script><block s="setYPosition"><block s="reportDifference"><block var="bottom"/><l>12</l></block></block><block s="setHeading"><l>90</l></block><block s="forward"><block s="reportDifference"><block s="reportDifference"><block s="reportQuotient"><block var="step"/><l>2</l></block><block s="reportVariadicProduct"><list><block var="digit12"/><block s="reportMonadic"><l><option>ceiling</option></l><block s="reportMonadic"><l><option>log</option></l><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="data"/></block></block></block></block></list></block></block><l>2</l></block></block><block s="write"><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><l>12</l></block></script></block></script></block></script></block><block s="doSetVar"><l>data</l><block s="reportCDR"><block var="data"/></block></block><block s="setHeading"><l>90</l></block><block s="doGotoObject"><block var="saved position"/></block><block s="changeXPosition"><block var="step"/></block></script></block></script></block><block s="doSetGlobalFlag"><l><option>flat line ends</option></l><block var="flat line ends"/></block></script></block-definition><block-definition s="sort table %&apos;data&apos; on field %&apos;field number&apos; in %&apos;order&apos; order" type="reporter" category="lists"><header></header><code></code><translations>ca:ordena taula _ pel camp _ en ordre _&#xD;</translations><inputs><input type="%l"></input><input type="%n"></input><input type="%s" readonly="true"><options>ascending&#xD;descending</options></input></inputs><script><block s="doReport"><block s="reportApplyExtension"><l>lst_sort(list, fn)</l><list><block var="data"/><block s="reportIfElse"><block s="reportVariadicEquals"><list><block var="order"/><l>ascending</l></list></block><block s="reifyPredicate"><autolambda><block s="reportVariadicLessThan"><list><block s="reportListItem"><block var="field number"/><l/></block><block s="reportListItem"><block var="field number"/><l/></block></list></block></autolambda><list></list></block><block s="reifyPredicate"><autolambda><block s="reportVariadicGreaterThan"><list><block s="reportListItem"><block var="field number"/><l/></block><block s="reportListItem"><block var="field number"/><l/></block></list></block></autolambda><list></list></block></block></list></block></block></script></block-definition><block-definition s="group table %&apos;data&apos; by field %&apos;number&apos; by intervals of: %&apos;interval&apos;" type="reporter" category="lists"><header></header><code></code><translations>ca:agrupa taula _ pel camp _ per intervals de _&#xD;</translations><inputs><input type="%l"></input><input type="%n"></input><input type="%n"></input></inputs><script><block s="doReport"><block s="reportApplyExtension"><l>dta_group(list, fn)</l><list><block var="data"/><block s="reportIfElse"><block s="reportVariadicEquals"><list><block var="interval"/><l>0</l></list></block><block s="reifyReporter"><autolambda><block s="reportListItem"><block var="number"/><l/></block></autolambda><list></list></block><block s="reifyReporter"><autolambda><block s="reportMonadic"><l><option>ceiling</option></l><block s="reportQuotient"><block s="reportListItem"><block var="number"/><l/></block><block var="interval"/></block></block></autolambda><list></list></block></block></list></block></block></script></block-definition></blocks><primitives></primitives><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="true" hyperops="true" codify="false" inheritance="true" sublistIDs="false" 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id="932"><item><ref mediaID="XU_U5L3_DATA_PROCESSING_Stage_cst_Flag_Map_of_The_World"></ref></item></list></costumes><sounds><list struct="atomic" id="933"></list></sounds><variables></variables><blocks></blocks><scripts></scripts><sprites select="1"><sprite name="Sprite" idx="1" x="220" y="-100" heading="90" scale="1" volume="100" pan="0" rotation="1" draggable="true" costume="0" color="80,80,80,1" pen="tip" id="938"><costumes><list struct="atomic" id="939"></list></costumes><sounds><list struct="atomic" id="940"></list></sounds><blocks></blocks><variables></variables><scripts><script x="354" y="122.66666666666674"><block s="reportListIndex"><l>thing</l><l/></block></script><script x="61.1103515625" y="252.66666666666669"><block s="reportListContainsItem"><l/><l>A</l></block></script><script x="113" y="505.9999999999999"><custom-block s="group table %l by field %n by intervals of: %n"><block var="coffee"/><l>1</l><l></l><comment w="90" collapsed="false">code for ques 11</comment></custom-block></script><script x="51" y="51.33333333333334"><block s="receiveGo"></block><block s="clearEffects"></block><block s="clear"></block><block s="doAsk"><l>what would you like to see a graph of coffee (location (1), year (2), owner of data (3))?</l></block><block s="doIf"><block s="reportVariadicEquals"><list><block s="getLastAnswer"></block><l>1</l></list></block><script><custom-block s="plot bar chart %l bars at x: %n y: %n width: %n height: %n"><custom-block s="bar chart of table %l grouped by field: %n from: %n to: %n interval: %n"><block var="coffee"/><l>1</l><l></l><l></l><l></l></custom-block><l>-200</l><l>-100</l><l>400</l><l>200</l></custom-block></script><list></list></block><block s="doIf"><block s="reportVariadicEquals"><list><block s="getLastAnswer"></block><l>2</l></list></block><script><custom-block s="plot bar chart %l bars at x: %n y: %n width: %n height: %n"><custom-block s="bar chart of table %l grouped by field: %n from: %n to: %n interval: %n"><block var="coffee"/><l>6</l><l></l><l></l><l></l></custom-block><l>-200</l><l>-100</l><l>400</l><l>200</l></custom-block></script><list></list></block><block s="doIf"><block s="reportVariadicEquals"><list><block s="getLastAnswer"></block><l>3</l></list></block><script><custom-block s="plot bar chart %l bars at x: %n y: %n width: %n height: %n"><custom-block s="bar chart of table %l grouped by field: %n from: %n to: %n interval: %n"><block var="coffee"/><l>7</l><l></l><l></l><l></l></custom-block><l>-200</l><l>-100</l><l>400</l><l>200</l></custom-block></script><list></list></block></script><script x="328" y="42.666666666666686"><block s="doSetVar"><l>new list</l><block s="reportKeep"><block s="reifyPredicate"><autolambda><block s="reportVariadicLessThan"><list><l></l><l>5</l></list></block></autolambda><list></list></block><custom-block s="column %s of table %s"><l>11</l><block var="coffee"/></custom-block></block><comment w="90" collapsed="false">code for ques 9</comment></block></script><comment x="595.8486328125" y="182" w="90" collapsed="false">code for question 8</comment><script x="561" y="162"><custom-block s="column %s of table %s"><l>1</l><block var="coffee"/></custom-block></script><script x="412" y="468"><custom-block s="field %s of record %l"><l>1</l><custom-block s="record %s of table %l"><l>6</l><block var="coffee"/></custom-block></custom-block></script></scripts></sprite><watcher var="coffee" style="normal" x="0" y="10" color="243,118,29" extX="462" extY="247" hidden="true"/><watcher var="new list" style="normal" x="24" y="172.000002" color="243,118,29" extX="94.6845703125" extY="150" hidden="true"/></sprites></stage><variables><variable name="coffee"><list id="1062"><item><list struct="atomic" id="1063">Location.Country,Location.Region,Location.Altitude.Min,Location.Altitude.Max,Location.Altitude.Average,Year,Data.Owner,Data.Type.Species,Data.Type.Variety,Data.Type.Processing method,Data.Production.Number of bags,Data.Production.Bag weight,Data.Scores.Aroma,Data.Scores.Flavor,Data.Scores.Aftertaste,Data.Scores.Acidity,Data.Scores.Body,Data.Scores.Balance,Data.Scores.Uniformity,Data.Scores.Sweetness,Data.Scores.Moisture,Data.Scores.Total,Data.Color</list></item><item><list struct="atomic" id="1064">United States,kona,0,0,0,2010,kona pacific farmers cooperative,Arabica,nan,nan,25,45.3592,8.25,8.42,8.08,7.75,7.67,7.83,10.0,10.0,0.0,86.25,Unknown</list></item><item><list struct="atomic" id="1065">Brazil,sul de minas - carmo de minas,12,12,12,2010,jacques pereira carneiro,Arabica,Yellow Bourbon,nan,300,60.0,8.17,7.92,7.92,7.75,8.33,8.0,10.0,10.0,0.08,86.17,Unknown</list></item><item><list struct="atomic" id="1066">Brazil,sul de minas - carmo de minas,12,12,12,2010,jacques pereira carneiro,Arabica,Yellow Bourbon,nan,300,60.0,8.42,7.92,8.0,7.75,7.92,8.0,10.0,10.0,0.01,86.17,Unknown</list></item><item><list struct="atomic" id="1067">Ethiopia,sidamo,0,0,0,2010,ethiopia commodity exchange,Arabica,nan,nan,360,6.0,7.67,8.0,7.83,8.0,7.92,7.83,10.0,10.0,0.0,85.08,Unknown</list></item><item><list struct="atomic" id="1068">Ethiopia,sidamo,0,0,0,2010,ethiopia commodity exchange,Arabica,nan,nan,300,6.0,7.58,7.83,7.58,8.0,7.83,7.5,10.0,10.0,0.1,83.83,Unknown</list></item><item><list struct="atomic" id="1069">United States,kona,0,0,0,2010,kona pacific farmers cooperative,Arabica,nan,nan,12,60.0,7.5,7.92,7.42,7.67,7.83,7.58,10.0,10.0,0.01,83.42,Unknown</list></item><item><list struct="atomic" id="1070">Indonesia,dolok sanggul,1300,1400,1350,2010,specialty coffee association of indonesia,Arabica,nan,nan,10,60.0,7.67,7.58,7.5,7.58,7.67,7.58,10.0,10.0,0.0,83.08,Unknown</list></item><item><list struct="atomic" id="1071">Ethiopia,kelem welega,0,0,0,2010,ethiopia commodity exchange,Arabica,nan,nan,360,6.0,7.25,7.25,7.25,7.33,7.5,8.0,9.33,10.0,0.1,80.33,Unknown</list></item><item><list struct="atomic" id="1072">Ethiopia,limu,0,0,0,2010,ethiopia commodity exchange,Arabica,nan,nan,300,6.0,7.42,7.42,7.5,7.92,7.75,7.58,8.67,8.67,0.05,80.0,Unknown</list></item><item><list struct="atomic" id="1073">Haiti,marmelade,640,1400,1020,2010,myriam kaplan-pasternak,Arabica,nan,nan,85,58.96696,6.92,6.75,7.08,7.17,7.33,6.67,10.0,8.67,0.08,72.33,Unknown</list></item><item><list struct="atomic" id="1074">Brazil,south of minas,1250,1250,1250,2011,nucoffee,Arabica,Bourbon,Natural / Dry,3,60.0,8.5,8.5,8.0,8.0,8.0,8.0,10.0,10.0,0.12,86.92,Green</list></item><item><list struct="atomic" id="1075">Brazil,vale da grama,1300,1300,1300,2011,nucoffee,Arabica,Bourbon,Natural / Dry,29,60.0,8.5,8.17,8.0,7.75,8.0,8.0,10.0,10.0,0.12,86.42,Green</list></item><item><list struct="atomic" id="1076">Brazil,south of minas,1250,1250,1250,2011,nucoffee,Arabica,Bourbon,Semi-washed / Semi-pulped,7,60.0,8.33,8.0,8.0,8.0,7.75,8.0,10.0,10.0,0.11,86.08,Blue-Green</list></item><item><list struct="atomic" id="1077">Brazil,south of minas,1250,1250,1250,2011,nucoffee,Arabica,Bourbon,Semi-washed / Semi-pulped,5,60.0,8.0,8.0,8.0,7.67,7.75,8.0,10.0,10.0,0.11,85.42,Blue-Green</list></item><item><list struct="atomic" id="1078">Brazil,south of minas,1200,1200,1200,2011,nucoffee,Arabica,Bourbon,Natural / Dry,4,60.0,8.0,7.92,7.75,7.75,8.0,7.75,10.0,10.0,0.11,84.92,Green</list></item><item><list struct="atomic" id="1079">Brazil,south of minas,1000,1000,1000,2011,nucoffee,Arabica,Catuai,Natural / Dry,10,60.0,8.0,8.0,7.75,8.0,7.5,7.75,10.0,10.0,0.12,84.92,Green</list></item><item><list struct="atomic" id="1080">Brazil,vale da grama,1300,1300,1300,2011,nucoffee,Arabica,Bourbon,Semi-washed / Semi-pulped,37,60.0,8.0,8.0,7.75,7.75,7.58,7.75,10.0,10.0,0.12,84.58,Green</list></item><item><list struct="atomic" id="1081">Brazil,mountains of minas gerais,1100,1100,1100,2011,nucoffee,Arabica,Catuai,Semi-washed / Semi-pulped,35,60.0,8.5,8.0,7.5,7.75,7.5,7.83,10.0,10.0,0.11,84.58,Blue-Green</list></item><item><list struct="atomic" id="1082">Brazil,vale da grama,1200,1350,1275,2011,nucoffee,Arabica,Yellow Bourbon,nan,75,60.0,8.17,8.0,7.5,7.75,7.5,7.67,10.0,10.0,0.0,84.33,Unknown</list></item><item><list struct="atomic" id="1083">Brazil,south of minas,900,1200,1050,2011,nucoffee,Arabica,nan,nan,80,60.0,8.0,8.0,7.5,7.5,7.67,7.75,10.0,10.0,0.02,84.33,Unknown</list></item><item><list struct="atomic" id="1084">Thailand,nan,0,0,0,2011,doi tung development project,Arabica,nan,nan,1,60.0,7.58,7.75,7.58,7.75,7.58,7.75,10.0,10.0,0.06,84.0,Unknown</list></item><item><list struct="atomic" id="1085">Thailand,&quot;doi chaang village, chiang rai, thialand&quot;,1499,1499,1499,2011,doi chaang coffee company,Arabica,nan,nan,175,50.0,7.75,7.75,7.58,8.0,7.67,7.58,10.0,10.0,0.02,83.83,Unknown</list></item><item><list struct="atomic" id="1086">Thailand,nan,0,0,0,2011,doi tung development project,Arabica,nan,nan,1,60.0,7.5,7.83,7.58,7.58,7.75,7.83,10.0,10.0,0.01,83.83,Unknown</list></item><item><list struct="atomic" id="1087">Brazil,south of minas,1000,1000,1000,2011,nucoffee,Arabica,Mundo Novo,Semi-washed / Semi-pulped,25,60.0,7.75,7.5,7.58,7.5,7.75,7.5,10.0,10.0,0.12,83.17,Blue-Green</list></item><item><list struct="atomic" id="1088">Brazil,south of minas,900,900,900,2011,nucoffee,Arabica,nan,nan,90,60.0,7.58,7.75,7.67,7.5,7.67,7.58,10.0,10.0,0.02,83.17,Unknown</list></item><item><list struct="atomic" id="1089">Colombia,la plata,1600,1950,1775,2011,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,121,1.0,7.67,7.67,7.58,7.5,7.67,7.42,10.0,10.0,0.12,83.0,Bluish-Green</list></item><item><list struct="atomic" id="1090">Thailand,nan,0,0,0,2011,doi tung development project,Arabica,nan,nan,1,60.0,7.33,7.67,7.58,7.5,7.75,7.67,10.0,10.0,0.28,83.0,Unknown</list></item><item><list struct="atomic" id="1091">Brazil,south of minas,900,1050,975,2011,nucoffee,Arabica,Mundo Novo,nan,42,60.0,7.58,7.5,7.33,7.75,7.5,7.5,10.0,10.0,0.0,82.58,Unknown</list></item><item><list struct="atomic" id="1092">Colombia,huila,1750,1750,1750,2011,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.33,7.58,7.17,7.58,7.42,7.58,10.0,10.0,0.0,82.42,Green</list></item><item><list struct="atomic" id="1093">Brazil,cerrado,900,950,925,2011,nucoffee,Arabica,Mundo Novo,nan,58,60.0,7.33,7.67,7.25,7.5,7.5,7.25,10.0,10.0,0.02,81.83,Unknown</list></item><item><list struct="atomic" id="1094">Colombia,huila,1750,1750,1750,2011,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.33,7.42,7.33,7.33,7.5,7.67,10.0,10.0,0.0,81.75,Green</list></item><item><list struct="atomic" id="1095">Thailand,&quot;doi chaang village, chiang rai, thialand&quot;,1499,1499,1499,2011,doi chaang coffee company,Arabica,nan,nan,12,50.0,7.08,7.33,7.58,7.58,7.17,7.5,10.0,10.0,0.01,81.58,Unknown</list></item><item><list struct="atomic" id="1096">Thailand,nan,0,0,0,2011,doi tung development project,Arabica,nan,nan,1,60.0,7.33,7.33,7.17,7.5,7.58,7.33,10.0,10.0,0.2,81.58,Unknown</list></item><item><list struct="atomic" id="1097">Colombia,huila,1750,1750,1750,2011,exportadora de cafe condor s.a,Arabica,Caturra,Natural / Dry,250,70.0,7.5,7.42,7.25,7.17,7.17,7.75,10.0,10.0,0.11,81.42,Green</list></item><item><list struct="atomic" id="1098">United States,kona,0,0,0,2011,kona pacific farmers cooperative,Arabica,Arusha,Natural / Dry,3,0.907184,7.08,7.33,7.17,7.25,7.33,7.67,10.0,10.0,0.13,80.75,Bluish-Green</list></item><item><list struct="atomic" id="1099">Indonesia,indonesia,3500,3500,3500,2011,william ho,Arabica,Other,Natural / Dry,15,2.0,7.33,7.0,6.5,6.08,7.58,6.33,9.33,9.33,0.12,76.17,None</list></item><item><list struct="atomic" id="1100">Peru,nan,0,0,0,2012,hugo valdivia,Arabica,Other,Washed / Wet,100,69.0,8.42,8.5,8.33,8.5,8.25,8.25,10.0,10.0,0.11,88.75,Bluish-Green</list></item><item><list struct="atomic" id="1101">Mexico,xalapa,1320,1320,1320,2012,roberto licona franco,Arabica,Other,Washed / Wet,14,1.0,8.17,8.25,8.17,8.0,7.83,8.17,10.0,10.0,0.13,87.17,Green</list></item><item><list struct="atomic" id="1102">&quot;Tanzania, United Republic Of&quot;,nan,0,0,0,2012,specialty coffee-korea,Arabica,nan,Natural / Dry,100,60.0,8.42,8.17,8.17,8.0,7.58,8.0,10.0,10.0,0.11,86.5,Bluish-Green</list></item><item><list struct="atomic" id="1103">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,10,45.3592,8.08,8.17,8.0,7.92,7.92,7.83,10.0,10.0,0.0,86.25,Unknown</list></item><item><list struct="atomic" id="1104">Thailand,chiang rai,1300,1300,1300,2012,itdp international,Arabica,Caturra,Washed / Wet,53,1.0,7.83,8.33,7.83,8.25,7.58,7.92,10.0,10.0,0.1,86.17,Green</list></item><item><list struct="atomic" id="1105">Uganda,&quot;sipi, mt elgon&quot;,1400,1900,1650,2012,afca,Arabica,Other,Washed / Wet,1,60.0,8.25,8.0,7.83,8.08,8.0,7.92,10.0,10.0,0.1,86.0,Blue-Green</list></item><item><list struct="atomic" id="1106">Guatemala,acatenango,1524,1524,1524,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,150,1.0,7.83,8.0,8.0,8.17,7.83,8.0,10.0,10.0,0.12,85.83,Green</list></item><item><list struct="atomic" id="1107">Guatemala,nuevo oriente,1417,1417,1417,2012,juan luis alvarado romero,Arabica,Catuai,Washed / Wet,275,1.0,8.0,8.0,7.83,8.33,7.83,7.83,10.0,10.0,0.1,85.83,Bluish-Green</list></item><item><list struct="atomic" id="1108">Papua New Guinea,eastern highlands province,1700,1700,1700,2012,&quot;colbran coffeelands, ltd.&quot;,Arabica,nan,Washed / Wet,7,60.0,8.33,8.42,7.83,8.33,8.0,8.25,9.33,10.0,0.12,85.75,Bluish-Green</list></item><item><list struct="atomic" id="1109">El Salvador,&quot;ataco, apaneca - ilamatepec mountain range&quot;,1300,1400,1350,2012,lusso lab,Arabica,Bourbon,Semi-washed / Semi-pulped,19,1.0,7.83,8.0,8.0,7.75,7.92,8.17,10.0,10.0,0.11,85.58,None</list></item><item><list struct="atomic" id="1110">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,8,45.3592,7.83,8.0,7.92,7.75,8.08,8.0,10.0,10.0,0.0,85.58,Unknown</list></item><item><list struct="atomic" id="1111">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,8,45.3592,7.92,7.92,7.75,7.92,7.75,7.92,10.0,10.0,0.0,85.42,Unknown</list></item><item><list struct="atomic" id="1112">Kenya,central kenya,1600,1600,1600,2012,rashid moledina &amp; co. (msa) ltd.,Arabica,SL34,Washed / Wet,20,60.0,7.83,8.08,7.75,8.08,7.92,7.75,10.0,10.0,0.0,85.33,Green</list></item><item><list struct="atomic" id="1113">Kenya,central kenya,1200,1200,1200,2012,ibero kenya limited,Arabica,SL34,Washed / Wet,300,60.0,8.0,7.92,7.92,8.08,7.83,7.75,10.0,10.0,0.0,85.33,Green</list></item><item><list struct="atomic" id="1114">Indonesia,lintong,1250,1400,1325,2012,&quot;nomura trading co., ltd.&quot;,Arabica,Sumatra Lintong,Semi-washed / Semi-pulped,54,60.0,7.75,7.83,7.67,8.0,8.08,7.83,10.0,10.0,0.11,85.17,Green</list></item><item><list struct="atomic" id="1115">Guatemala,huehuetenango,1400,1400,1400,2012,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.0,8.25,8.0,7.67,7.92,7.75,7.67,10.0,10.0,0.0,85.17,Unknown</list></item><item><list struct="atomic" id="1116">Colombia,cundinamarca,2136,2136,2136,2012,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.83,8.0,7.75,7.75,7.83,7.83,10.0,10.0,0.11,85.08,Green</list></item><item><list struct="atomic" id="1117">Kenya,central kenya,1580,1580,1580,2012,rashid moledina &amp; co. (msa) ltd.,Arabica,SL34,Washed / Wet,38,60.0,7.75,7.83,7.75,8.08,8.0,7.75,10.0,10.0,0.0,85.0,Green</list></item><item><list struct="atomic" id="1118">Brazil,grama valley,1100,1100,1100,2012,nucoffee,Arabica,Mundo Novo,Natural / Dry,31,60.0,8.0,8.0,7.83,7.83,7.67,7.67,10.0,10.0,0.12,85.0,Green</list></item><item><list struct="atomic" id="1119">Colombia,huila,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,50,70.0,7.75,7.92,7.83,7.75,7.75,8.0,10.0,10.0,0.11,84.92,Green</list></item><item><list struct="atomic" id="1120">Mexico,coatepec,1200,1200,1200,2012,artemio zapata tejeda,Arabica,Typica,Semi-washed / Semi-pulped,25,1.0,7.75,8.0,7.75,7.83,7.5,7.92,10.0,10.0,0.11,84.92,Unknown</list></item><item><list struct="atomic" id="1121">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,14,45.3592,7.67,7.75,7.75,7.75,7.83,8.0,10.0,10.0,0.0,84.83,Unknown</list></item><item><list struct="atomic" id="1122">Costa Rica,nan,0,0,0,2012,rob tuttle,Arabica,nan,Washed / Wet,1,2.0,8.08,7.83,7.75,7.83,7.92,8.0,10.0,9.33,0.0,84.67,Green</list></item><item><list struct="atomic" id="1123">Kenya,nyeri,2000,2000,2000,2012,dream together,Arabica,SL28,Washed / Wet,235,60.0,7.75,7.92,7.83,8.0,7.58,7.75,10.0,10.0,0.11,84.67,Bluish-Green</list></item><item><list struct="atomic" id="1124">Guatemala,oriente,1310,1310,1310,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,8.0,7.83,7.67,7.83,7.67,8.0,10.0,10.0,0.11,84.67,Green</list></item><item><list struct="atomic" id="1125">Guatemala,acatenango,1524,1524,1524,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,125,1.0,7.67,7.83,7.67,8.0,7.67,7.83,10.0,10.0,0.12,84.67,Green</list></item><item><list struct="atomic" id="1126">Mexico,el remudadero,1200,1200,1200,2012,organizaciones de productores de cafe colimense,Arabica,Typica,Washed / Wet,80,1.0,7.83,7.58,7.67,7.92,7.92,7.83,10.0,10.0,0.13,84.67,Unknown</list></item><item><list struct="atomic" id="1127">Uganda,mbale,1700,1850,1775,2012,afca,Arabica,Other,Washed / Wet,320,60.0,7.92,7.83,7.75,7.92,7.67,7.75,10.0,10.0,0.11,84.67,Blue-Green</list></item><item><list struct="atomic" id="1128">Colombia,huila,1750,1750,1750,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.67,7.83,7.83,8.0,7.58,7.92,10.0,10.0,0.0,84.58,Green</list></item><item><list struct="atomic" id="1129">Costa Rica,tres rios,1450,1700,1575,2012,lusso lab,Arabica,Bourbon,Semi-washed / Semi-pulped,1,1.0,7.75,7.83,7.75,8.0,7.83,7.67,10.0,10.0,0.12,84.58,Bluish-Green</list></item><item><list struct="atomic" id="1130">Colombia,huila,1800,1800,1800,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.42,7.67,7.75,7.75,8.08,7.83,10.0,10.0,0.11,84.58,Green</list></item><item><list struct="atomic" id="1131">Kenya,nyeri,2000,2000,2000,2012,dream together,Arabica,SL28,Washed / Wet,235,60.0,7.92,7.83,7.67,8.0,7.67,7.75,10.0,10.0,0.11,84.5,Blue-Green</list></item><item><list struct="atomic" id="1132">Mexico,hustusco,1350,1350,1350,2012,maria imelda uscanga martinez,Arabica,Typica,Washed / Wet,56,1.0,8.0,7.92,7.42,8.08,7.5,7.67,10.0,10.0,0.12,84.5,Green</list></item><item><list struct="atomic" id="1133">Mexico,jaltenango,1500,1500,1500,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.92,7.83,7.75,7.75,7.75,7.83,10.0,10.0,0.11,84.5,Unknown</list></item><item><list struct="atomic" id="1134">Guatemala,&quot;el tumbador, san marcos&quot;,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.67,8.0,7.67,8.0,7.5,7.83,10.0,10.0,0.11,84.5,Green</list></item><item><list struct="atomic" id="1135">Taiwan,&quot;mountain ali, taiwan&quot;,1200,1200,1200,2012,kao ming lee,Arabica,Typica,Washed / Wet,2,2.0,7.83,7.83,7.75,8.0,7.5,7.75,10.0,10.0,0.11,84.42,Blue-Green</list></item><item><list struct="atomic" id="1136">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,5,45.3592,7.92,7.92,7.5,7.83,7.5,7.92,10.0,10.0,0.11,84.42,Blue-Green</list></item><item><list struct="atomic" id="1137">Mexico,tapachula,900,900,900,2012,maria amalia guadalupe toriello elorza,Arabica,Pacamara,Washed / Wet,69,1.0,7.75,7.92,7.75,7.67,7.83,7.67,10.0,10.0,0.12,84.42,Unknown</list></item><item><list struct="atomic" id="1138">Mexico,tuxtla gutierrez,1700,1700,1700,2012,victor hugo melchor cordova,Arabica,Typica,Washed / Wet,100,80.0,8.0,7.75,7.75,7.83,7.5,7.67,10.0,10.0,0.12,84.33,Blue-Green</list></item><item><list struct="atomic" id="1139">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,7,45.3592,7.33,7.92,7.92,7.92,7.92,8.08,10.0,9.33,0.11,84.25,Bluish-Green</list></item><item><list struct="atomic" id="1140">Mexico,veracruz,1170,1170,1170,2012,manuel herrera juarez,Arabica,Bourbon,Washed / Wet,20,1.0,7.83,7.83,7.75,7.67,7.83,7.58,10.0,10.0,0.12,84.25,Green</list></item><item><list struct="atomic" id="1141">Mexico,&quot;la concordia, chiapas&quot;,1400,1400,1400,2012,alfredo bojalil,Arabica,Bourbon,Washed / Wet,250,1.0,7.83,7.92,7.67,7.75,7.5,7.75,10.0,10.0,0.1,84.25,Bluish-Green</list></item><item><list struct="atomic" id="1142">Uganda,kasese,1700,1700,1700,2012,afca,Arabica,Other,Natural / Dry,1,60.0,8.17,7.75,7.58,7.67,7.83,7.58,10.0,10.0,0.13,84.25,Green</list></item><item><list struct="atomic" id="1143">Colombia,huila,1750,1750,1750,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.75,7.75,7.75,7.75,7.83,7.75,10.0,10.0,0.0,84.17,Green</list></item><item><list struct="atomic" id="1144">Guatemala,guatemala,0,0,0,2012,juan luis alvarado romero,Arabica,Catuai,Natural / Dry,275,1.0,7.83,7.5,7.5,8.0,7.83,7.83,10.0,10.0,0.11,84.17,Bluish-Green</list></item><item><list struct="atomic" id="1145">Uganda,mt. rwenzori,1500,1700,1600,2012,afca,Arabica,Other,Washed / Wet,320,60.0,7.83,7.75,7.5,7.83,7.83,7.75,10.0,10.0,0.11,84.17,Green</list></item><item><list struct="atomic" id="1146">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,14,45.3592,7.83,7.75,7.83,7.83,7.42,8.08,9.33,10.0,0.11,84.08,Green</list></item><item><list struct="atomic" id="1147">Mexico,santo domingo cacalotepec,1480,1480,1480,2012,andres martinez leon,Arabica,Typica,Washed / Wet,300,1.0,7.67,7.75,7.67,7.75,7.67,7.75,10.0,10.0,0.11,84.08,Green</list></item><item><list struct="atomic" id="1148">Ethiopia,&quot;ethiopia, sidamo&quot;,1800,1800,1800,2012,steven kil,Arabica,Other,Natural / Dry,100,60.0,7.92,7.92,7.83,8.0,7.92,7.92,10.0,8.67,0.09,84.08,Unknown</list></item><item><list struct="atomic" id="1149">Kenya,blend,1200,1200,1200,2012,ibero kenya limited,Arabica,SL34,Washed / Wet,300,60.0,7.67,7.83,7.5,7.75,7.92,7.67,10.0,10.0,0.0,84.0,Green</list></item><item><list struct="atomic" id="1150">Thailand,thailand,0,0,0,2012,doi tung development project,Arabica,Other,Washed / Wet,2,1.0,7.92,8.17,8.17,8.42,8.08,8.17,8.67,9.33,0.12,84.0,Green</list></item><item><list struct="atomic" id="1151">Kenya,central kenya,1650,1650,1650,2012,taylor winch (coffee) ltd.,Arabica,SL28,Washed / Wet,150,9000.0,7.67,7.75,7.67,7.75,7.83,7.67,10.0,10.0,0.0,84.0,Bluish-Green</list></item><item><list struct="atomic" id="1152">Uganda,kasese,1700,1700,1700,2012,afca,Arabica,Other,Washed / Wet,320,60.0,7.92,7.75,7.58,7.67,7.67,7.83,10.0,10.0,0.1,84.0,Green</list></item><item><list struct="atomic" id="1153">Mexico,xicotepec de juarez,900,900,900,2012,oscar ortega carballo,Arabica,Typica,Washed / Wet,48,1.0,7.67,7.75,7.58,7.67,7.75,7.83,10.0,10.0,0.12,83.92,Blue-Green</list></item><item><list struct="atomic" id="1154">Mexico,la concordia,1500,1500,1500,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.5,7.67,7.58,7.83,7.75,7.75,10.0,10.0,0.11,83.92,Unknown</list></item><item><list struct="atomic" id="1155">Mexico,la yerbabuena,1400,1400,1400,2012,organizaciones de productores de cafe colimense,Arabica,Typica,Washed / Wet,20,1.0,7.75,7.92,7.83,7.92,7.75,7.67,9.33,10.0,0.0,83.92,Green</list></item><item><list struct="atomic" id="1156">Mexico,petatlan,1218,1218,1218,2012,filemon mendoza campos,Arabica,Bourbon,Natural / Dry,20,1.0,7.67,8.0,7.67,7.42,7.67,7.5,10.0,10.0,0.1,83.83,Green</list></item><item><list struct="atomic" id="1157">Mexico,&quot;la concordia, chiapas&quot;,1300,1300,1300,2012,alfredo bojalil,Arabica,Pacas,Natural / Dry,250,1.0,7.67,7.58,7.5,7.75,7.75,7.75,10.0,10.0,0.11,83.83,Unknown</list></item><item><list struct="atomic" id="1158">Mexico,&quot;huazalingo, hidalgo&quot;,700,700,700,2012,saul m. hernandez ramirez,Arabica,Caturra,Natural / Dry,10,1.0,7.83,7.58,7.58,7.5,7.75,7.67,10.0,10.0,0.13,83.75,None</list></item><item><list struct="atomic" id="1159">Guatemala,quetzaltenango,1300,1300,1300,2012,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.360776,7.67,7.58,7.58,7.67,7.75,7.75,10.0,10.0,0.11,83.75,Bluish-Green</list></item><item><list struct="atomic" id="1160">Colombia,huila,1750,1750,1750,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.75,7.75,7.58,7.83,7.17,7.75,10.0,10.0,0.11,83.67,Green</list></item><item><list struct="atomic" id="1161">Guatemala,oriente,1450,1450,1450,2012,the coffee source inc.,Arabica,Caturra,Natural / Dry,250,1.0,8.17,8.17,7.83,7.67,8.08,7.75,9.33,9.33,0.11,83.67,Green</list></item><item><list struct="atomic" id="1162">Guatemala,oriente,1310,1310,1310,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.67,8.17,7.5,7.42,7.58,7.83,10.0,10.0,0.11,83.67,Green</list></item><item><list struct="atomic" id="1163">Mexico,xicotepec de juarez,1100,1100,1100,2012,juan luis ortega carballo,Arabica,Typica,Washed / Wet,48,1.0,7.67,7.5,7.5,7.33,7.83,8.25,10.0,10.0,0.12,83.67,Green</list></item><item><list struct="atomic" id="1164">Indonesia,east java,1200,1600,1400,2012,ekai international company ltd.,Arabica,Typica,Washed / Wet,10,60.0,8.17,7.67,7.58,7.58,7.42,7.67,10.0,10.0,0.12,83.67,Green</list></item><item><list struct="atomic" id="1165">Guatemala,&quot;sacatepequez, guatemala&quot;,1524,1524,1524,2012,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,250,69.0,7.67,7.5,7.33,8.0,7.67,7.67,10.0,10.0,0.1,83.67,Green</list></item><item><list struct="atomic" id="1166">Colombia,huila,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.67,7.67,7.58,7.67,7.75,7.58,10.0,10.0,0.11,83.58,Green</list></item><item><list struct="atomic" id="1167">Mexico,xalapa,1000,1000,1000,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.83,7.67,7.58,7.58,7.67,7.58,10.0,10.0,0.12,83.58,Unknown</list></item><item><list struct="atomic" id="1168">Colombia,cundinamarca,2136,2136,2136,2012,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.67,7.58,7.58,7.58,7.67,7.75,10.0,10.0,0.11,83.58,Green</list></item><item><list struct="atomic" id="1169">Brazil,south of minas,1100,1100,1100,2012,nucoffee,Arabica,Catuai,Semi-washed / Semi-pulped,33,60.0,7.83,7.75,7.5,7.75,7.5,7.58,10.0,10.0,0.12,83.58,Blue-Green</list></item><item><list struct="atomic" id="1170">Mexico,xalapa,1170,1170,1170,2012,manuel herrera juarez,Arabica,Bourbon,Natural / Dry,10,1.0,7.83,7.58,7.25,7.5,7.5,7.42,10.0,10.0,0.13,83.5,Green</list></item><item><list struct="atomic" id="1171">Mexico,totutla,1400,1400,1400,2012,gabriel bernardo rivas ross,Arabica,Pacamara,Washed / Wet,15,1.0,7.75,7.67,7.67,7.75,7.33,7.5,10.0,10.0,0.12,83.5,Green</list></item><item><list struct="atomic" id="1172">Guatemala,atitlan,1524,1524,1524,2012,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,275,69.0,7.83,7.5,7.5,8.0,7.67,7.5,10.0,10.0,0.1,83.5,Green</list></item><item><list struct="atomic" id="1173">Colombia,huila,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,175,70.0,7.67,7.58,7.58,7.67,7.67,7.67,10.0,10.0,0.11,83.5,Green</list></item><item><list struct="atomic" id="1174">Guatemala,oriente,1402,1402,1402,2012,felipe isaza,Arabica,Bourbon,Washed / Wet,250,2.0,7.5,7.5,7.75,7.5,8.0,7.67,10.0,10.0,0.0,83.5,Green</list></item><item><list struct="atomic" id="1175">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,13,45.3592,7.42,7.75,7.67,7.58,7.67,7.67,10.0,10.0,0.0,83.42,Green</list></item><item><list struct="atomic" id="1176">Colombia,cundinamarca,1450,1450,1450,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.5,7.75,7.58,7.5,7.67,7.75,10.0,10.0,0.11,83.42,Green</list></item><item><list struct="atomic" id="1177">Haiti,&quot;thiotte, haiti&quot;,1280,1280,1280,2012,itiah coffee llc,Arabica,Typica,Washed / Wet,2,1.814368,7.58,7.5,7.67,7.5,7.83,7.42,10.0,10.0,0.11,83.33,Green</list></item><item><list struct="atomic" id="1178">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,7,45.3592,7.92,7.5,7.58,7.83,7.67,7.67,9.33,10.0,0.1,83.33,Bluish-Green</list></item><item><list struct="atomic" id="1179">Burundi,kayanza,1880,1880,1880,2012,steven kil,Arabica,Bourbon,Washed / Wet,220,60.0,7.75,7.67,7.33,7.5,7.5,7.75,10.0,10.0,0.0,83.33,Unknown</list></item><item><list struct="atomic" id="1180">Colombia,huila,1750,1750,1750,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.5,7.67,7.67,7.58,7.67,7.58,10.0,10.0,0.0,83.33,Green</list></item><item><list struct="atomic" id="1181">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,11,45.3592,7.58,7.75,7.83,8.0,8.08,7.67,9.33,9.33,0.11,83.25,Bluish-Green</list></item><item><list struct="atomic" id="1182">Mexico,veracruz,0,0,0,2012,ernesto rodriguez luna,Arabica,Mundo Novo,Washed / Wet,10,1.0,7.75,7.58,7.58,7.58,7.5,7.58,10.0,10.0,0.13,83.25,Green</list></item><item><list struct="atomic" id="1183">Guatemala,oriente,1310,1310,1310,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.83,7.58,7.08,7.83,7.42,8.08,10.0,10.0,0.11,83.25,Green</list></item><item><list struct="atomic" id="1184">Brazil,grama valley,1200,1200,1200,2012,nucoffee,Arabica,Yellow Bourbon,Semi-washed / Semi-pulped,30,60.0,7.75,7.67,7.5,7.58,7.58,7.58,10.0,10.0,0.11,83.25,Blue-Green</list></item><item><list struct="atomic" id="1185">Colombia,huila,175,175,175,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.67,7.58,7.58,7.42,7.83,7.58,10.0,10.0,0.12,83.25,Green</list></item><item><list struct="atomic" id="1186">Colombia,la plata,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,175,70.0,7.67,7.67,7.5,7.5,7.58,7.67,10.0,10.0,0.11,83.25,Green</list></item><item><list struct="atomic" id="1187">Mexico,&quot;tlanchinol, hidalgo&quot;,532,532,532,2012,saul m. hernandez ramirez,Arabica,Typica,Washed / Wet,10,1.0,7.75,7.67,7.58,7.5,7.42,7.58,10.0,10.0,0.12,83.17,None</list></item><item><list struct="atomic" id="1188">Mexico,san bartolo tutotepec,1089,1089,1089,2012,saul m. hernandez ramirez,Arabica,Pacamara,Washed / Wet,10,1.0,7.58,7.75,7.42,7.67,7.5,7.58,10.0,10.0,0.14,83.17,None</list></item><item><list struct="atomic" id="1189">Colombia,huila,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.67,7.5,7.5,7.5,7.58,8.17,10.0,10.0,0.11,83.17,Green</list></item><item><list struct="atomic" id="1190">Mexico,san isidro,700,700,700,2012,fernando mendoza aparicio,Arabica,Typica,Washed / Wet,15,1.0,7.75,7.5,7.42,7.75,7.58,7.58,10.0,10.0,0.13,83.17,Green</list></item><item><list struct="atomic" id="1191">Colombia,huila,1750,1750,1750,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.58,7.67,7.5,7.58,7.67,7.67,10.0,10.0,0.11,83.17,Blue-Green</list></item><item><list struct="atomic" id="1192">Mexico,la concordia,1380,1380,1380,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.5,7.75,7.58,7.58,7.67,7.5,10.0,10.0,0.11,83.17,Unknown</list></item><item><list struct="atomic" id="1193">Brazil,south of minas,1000,1000,1000,2012,nucoffee,Arabica,Mundo Novo,Natural / Dry,50,60.0,7.75,7.67,7.58,7.5,7.58,7.58,10.0,10.0,0.12,83.17,Green</list></item><item><list struct="atomic" id="1194">Brazil,mogiana,950,950,950,2012,nucoffee,Arabica,Mundo Novo,Natural / Dry,100,60.0,7.92,7.58,7.5,7.58,7.42,7.5,10.0,10.0,0.11,83.17,Green</list></item><item><list struct="atomic" id="1195">Guatemala,oriente,1402,1402,1402,2012,felipe isaza,Arabica,Bourbon,Washed / Wet,250,2.0,7.75,7.5,7.67,7.5,7.92,8.0,10.0,9.33,0.0,83.17,Green</list></item><item><list struct="atomic" id="1196">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,6,45.3592,7.83,7.83,7.33,7.17,7.75,7.67,10.0,10.0,0.1,83.08,Bluish-Green</list></item><item><list struct="atomic" id="1197">Mexico,santa catarina juquila,1400,1400,1400,2012,maria luisa del carmen rojas narvaez,Arabica,Other,Washed / Wet,10,1.0,7.75,7.67,7.42,7.75,7.5,7.5,10.0,10.0,0.1,83.08,Unknown</list></item><item><list struct="atomic" id="1198">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,7,45.3592,7.67,7.58,7.5,7.67,7.92,8.0,9.33,10.0,0.0,83.08,Unknown</list></item><item><list struct="atomic" id="1199">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Washed / Wet,6,45.3592,7.33,7.58,7.58,7.92,7.67,7.58,10.0,10.0,0.12,83.08,Green</list></item><item><list struct="atomic" id="1200">Colombia,huila,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.5,7.5,7.42,7.58,7.75,7.58,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1201">Mexico,coatepec,750,750,750,2012,rosa aurora falcon fernandez,Arabica,Typica,Washed / Wet,15,1.0,7.67,7.58,7.42,7.5,7.67,7.58,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1202">Mexico,atoyac de alvarez,1200,1200,1200,2012,santiago solis ayerdi,Arabica,Typica,Semi-washed / Semi-pulped,20,1.0,7.67,7.83,7.5,7.58,7.58,7.67,9.33,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1203">Mexico,coatepec,1200,1200,1200,2012,alfredo bojalil,Arabica,Bourbon,Washed / Wet,250,1.0,7.5,7.67,7.5,7.5,7.58,7.58,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1204">Colombia,nan,0,0,0,2012,exportadora de cafe condor s.a,Arabica,Arusha,Natural / Dry,250,70.0,7.67,7.58,7.5,7.5,7.75,7.5,10.0,10.0,0.0,83.0,Unknown</list></item><item><list struct="atomic" id="1205">Colombia,huila,1500,1750,1625,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.75,7.58,7.5,7.67,7.83,7.75,9.33,10.0,0.0,83.0,Green</list></item><item><list struct="atomic" id="1206">Colombia,huila,1750,1750,1750,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.67,7.58,7.58,7.58,7.67,7.42,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1207">Guatemala,&quot;la reforma, san marcos&quot;,1371,1371,1371,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,275,1.0,7.5,7.67,7.5,7.67,7.5,7.83,10.0,10.0,0.1,83.0,Green</list></item><item><list struct="atomic" id="1208">Guatemala,nan,0,0,0,2012,rob tuttle,Arabica,nan,Washed / Wet,1,2.0,7.58,7.58,7.25,7.58,7.58,7.58,10.0,10.0,0.1,82.92,Green</list></item><item><list struct="atomic" id="1209">Mexico,petatlan,1248,1248,1248,2012,maria guadalupe gomez anzo,Arabica,Typica,Natural / Dry,15,1.0,7.58,7.58,7.33,7.25,7.58,7.75,10.0,10.0,0.1,82.92,Green</list></item><item><list struct="atomic" id="1210">Vietnam,don duong,1040,1040,1040,2012,royal base corporation,Arabica,Other,Natural / Dry,1,2.0,7.67,7.33,7.17,7.58,8.08,7.42,10.0,10.0,0.0,82.92,None</list></item><item><list struct="atomic" id="1211">Mexico,la cumbre,1400,1400,1400,2012,veronica lopez castillejos,Arabica,Typica,Washed / Wet,100,1.0,8.0,7.92,7.67,7.17,7.67,7.42,9.33,10.0,0.14,82.92,Green</list></item><item><list struct="atomic" id="1212">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Washed / Wet,8,45.3592,7.5,7.5,7.5,7.42,7.67,7.83,10.0,10.0,0.1,82.92,Green</list></item><item><list struct="atomic" id="1213">&quot;Tanzania, United Republic Of&quot;,arusha,1400,1400,1400,2012,edwin agasso,Arabica,Arusha,Washed / Wet,300,2.0,7.67,7.5,7.33,7.25,7.58,7.75,10.0,10.0,0.11,82.83,Green</list></item><item><list struct="atomic" id="1214">Mexico,la concordia,1550,1550,1550,2012,armando luis pohlenz martinez,Arabica,Caturra,Washed / Wet,250,1.0,7.58,7.67,7.5,7.58,7.5,7.5,10.0,10.0,0.12,82.83,Green</list></item><item><list struct="atomic" id="1215">Mexico,veracruz,1250,1250,1250,2012,alfredo bojalil,Arabica,Bourbon,Washed / Wet,250,1.0,7.67,7.58,7.42,7.75,7.42,7.42,10.0,10.0,0.12,82.83,Blue-Green</list></item><item><list struct="atomic" id="1216">Guatemala,oriente,1310,1310,1310,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.67,7.67,7.33,7.5,7.33,7.92,10.0,10.0,0.11,82.83,Green</list></item><item><list struct="atomic" id="1217">Mexico,la concordia,1380,1380,1380,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.58,7.58,7.5,7.42,7.67,7.58,10.0,10.0,0.11,82.83,Unknown</list></item><item><list struct="atomic" id="1218">Mexico,veracruz,1200,1200,1200,2012,sergio de la vequia bernardi,Arabica,Typica,Washed / Wet,250,1.0,7.58,7.58,7.33,7.75,7.25,7.58,10.0,10.0,0.12,82.75,Unknown</list></item><item><list struct="atomic" id="1219">Mexico,atoyac de alvarez,1200,1200,1200,2012,romulo bello flores,Arabica,Typica,Natural / Dry,21,1.0,8.08,8.17,8.0,8.0,7.83,7.92,6.67,10.0,0.12,82.75,Unknown</list></item><item><list struct="atomic" id="1220">Colombia,south huila,1400,1850,1625,2012,nan,Arabica,Caturra,Washed / Wet,250,70.0,7.5,7.58,7.42,7.67,7.5,7.58,10.0,10.0,0.0,82.75,Blue-Green</list></item><item><list struct="atomic" id="1221">Colombia,huila,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,100,70.0,7.67,7.58,7.58,7.58,7.5,7.42,10.0,10.0,0.11,82.75,Green</list></item><item><list struct="atomic" id="1222">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Washed / Wet,6,45.3592,7.25,7.75,7.5,7.83,7.67,7.67,9.33,10.0,0.12,82.75,Green</list></item><item><list struct="atomic" id="1223">Panama,boquete,1100,1100,1100,2012,rachel peterson,Arabica,Catuai,Washed / Wet,300,2.0,7.42,7.42,7.5,7.58,7.5,7.75,10.0,10.0,0.0,82.75,Green</list></item><item><list struct="atomic" id="1224">Colombia,huila,1800,1800,1800,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.75,7.58,7.67,7.25,7.58,7.42,10.0,10.0,0.11,82.67,Bluish-Green</list></item><item><list struct="atomic" id="1225">El Salvador,nan,0,0,0,2012,adam kline,Arabica,Other,Washed / Wet,288,1.0,7.92,8.0,7.5,6.75,7.92,7.58,10.0,9.33,0.0,82.67,None</list></item><item><list struct="atomic" id="1226">Guatemala,antigua,1500,1500,1500,2012,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,275,69.0,7.67,7.67,7.17,7.67,7.5,7.5,10.0,10.0,0.11,82.67,Green</list></item><item><list struct="atomic" id="1227">Thailand,thailand,0,0,0,2012,doi tung development project,Arabica,Other,Washed / Wet,2,1.0,7.83,7.33,7.83,7.33,7.58,7.83,10.0,9.33,0.12,82.67,Bluish-Green</list></item><item><list struct="atomic" id="1228">Mexico,nan,1100,1100,1100,2012,montegrande,Arabica,Other,Washed / Wet,36,1.0,7.58,7.58,7.42,7.58,7.42,7.5,10.0,10.0,0.11,82.67,Unknown</list></item><item><list struct="atomic" id="1229">Mexico,mahuixtlan,950,950,950,2012,grupo cafetalero los brujos spr de rl,Arabica,Typica,Washed / Wet,23,1.0,7.5,7.58,7.58,7.58,7.42,7.42,10.0,10.0,0.12,82.67,Unknown</list></item><item><list struct="atomic" id="1230">Guatemala,nan,0,0,0,2012,brent hall,Arabica,nan,Natural / Dry,1,2.0,7.5,7.58,7.42,7.58,7.42,7.58,10.0,10.0,0.0,82.58,Blue-Green</list></item><item><list struct="atomic" id="1231">Colombia,huila,1750,1750,1750,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.75,7.5,7.75,7.25,7.33,7.58,10.0,10.0,0.11,82.58,Unknown</list></item><item><list struct="atomic" id="1232">Mexico,oaxaca,1250,1250,1250,2012,guillermo rojas saldana,Arabica,Typica,Washed / Wet,50,1.0,7.5,7.58,7.5,7.5,7.42,7.5,10.0,10.0,0.1,82.58,Green</list></item><item><list struct="atomic" id="1233">Mexico,colima,1150,1150,1150,2012,organizaciones de productores de cafe colimense,Arabica,Typica,Washed / Wet,70,1.0,7.67,7.58,7.58,7.75,7.67,6.83,10.0,10.0,0.12,82.58,Green</list></item><item><list struct="atomic" id="1234">Colombia,huila,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.33,7.42,7.58,7.42,7.67,7.5,10.0,10.0,0.11,82.58,Green</list></item><item><list struct="atomic" id="1235">Mexico,san bartolo tutotepec,1679,1679,1679,2012,saul m. hernandez ramirez,Arabica,Typica,Washed / Wet,10,1.0,7.5,7.58,7.5,7.5,7.42,7.42,10.0,10.0,0.13,82.5,None</list></item><item><list struct="atomic" id="1236">Mexico,zapotitlan de mendez,1100,1100,1100,2012,enrique mitre lopez,Arabica,Typica,Washed / Wet,10,1.0,7.67,7.5,7.33,7.67,7.5,7.33,10.0,10.0,0.12,82.5,Green</list></item><item><list struct="atomic" id="1237">Mexico,la concordia,1650,1650,1650,2012,enrique eduardo lopez aguilar,Arabica,Typica,Semi-washed / Semi-pulped,28,1.0,7.92,7.5,7.33,7.58,7.25,7.42,10.0,10.0,0.11,82.5,Unknown</list></item><item><list struct="atomic" id="1238">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Caturra,Natural / Dry,275,1.0,7.67,7.33,7.33,7.33,7.5,7.83,10.0,10.0,0.11,82.5,Green</list></item><item><list struct="atomic" id="1239">Colombia,huila,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.67,7.5,7.33,7.5,7.25,7.67,10.0,10.0,0.11,82.5,Green</list></item><item><list struct="atomic" id="1240">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Washed / Wet,7,45.3592,7.33,7.42,7.33,7.75,7.42,7.67,10.0,10.0,0.12,82.5,Green</list></item><item><list struct="atomic" id="1241">Brazil,south of minas,1000,1000,1000,2012,nucoffee,Arabica,Catuai,Semi-washed / Semi-pulped,39,60.0,7.58,7.67,7.33,7.5,7.5,7.42,10.0,10.0,0.12,82.42,Blue-Green</list></item><item><list struct="atomic" id="1242">Honduras,nan,0,0,0,2012,brent hall,Arabica,nan,Washed / Wet,1,2.0,7.25,7.67,7.42,7.17,7.75,7.5,10.0,10.0,0.09,82.42,None</list></item><item><list struct="atomic" id="1243">Mexico,xalapa,1170,1170,1170,2012,manuel herrera juarez,Arabica,Caturra,Washed / Wet,10,1.0,7.75,7.33,7.25,7.58,7.58,7.33,10.0,10.0,0.13,82.42,Green</list></item><item><list struct="atomic" id="1244">Mexico,zihuatanejo de azueta,1300,1300,1300,2012,dario cesar galeana sanchez,Arabica,Typica,Washed / Wet,74,1.0,7.5,7.58,7.33,7.5,7.5,7.5,10.0,10.0,0.11,82.42,Green</list></item><item><list struct="atomic" id="1245">Mexico,veracruz,1350,1350,1350,2012,jose daniel cobilt castro,Arabica,Pacamara,Washed / Wet,26,1.0,7.58,7.58,7.17,7.5,7.5,7.5,10.0,10.0,0.14,82.42,Green</list></item><item><list struct="atomic" id="1246">Mexico,xicotepec de juarez,1150,1150,1150,2012,alvaro quiros perez,Arabica,Caturra,Washed / Wet,10,1.0,7.58,7.33,7.33,7.58,7.5,7.5,10.0,10.0,0.11,82.42,Green</list></item><item><list struct="atomic" id="1247">Mexico,progreso santa rosa teocelo,1250,1250,1250,2012,olivia hernandez virves,Arabica,Bourbon,Washed / Wet,1,1.0,7.67,7.58,7.33,7.42,7.58,7.33,10.0,10.0,0.13,82.42,Unknown</list></item><item><list struct="atomic" id="1248">Mexico,fln mirador,1450,1450,1450,2012,finca las nieves,Arabica,Typica,Washed / Wet,10,1.0,7.83,7.5,7.42,7.67,7.17,7.33,10.0,10.0,0.12,82.42,Bluish-Green</list></item><item><list struct="atomic" id="1249">Colombia,huila,442,442,442,2012,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.67,7.33,7.25,7.42,7.5,7.67,10.0,10.0,0.0,82.42,Unknown</list></item><item><list struct="atomic" id="1250">Brazil,south of minas,0,0,0,2012,nucoffee,Arabica,Arusha,Natural / Dry,51,60.0,7.75,7.5,7.42,7.42,7.5,7.42,10.0,10.0,0.11,82.42,Blue-Green</list></item><item><list struct="atomic" id="1251">Guatemala,jalapa,1676,1828,1752,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,275,69.0,7.67,7.5,7.33,7.67,7.5,7.33,10.0,10.0,0.11,82.33,Green</list></item><item><list struct="atomic" id="1252">Mexico,&quot;jaltocan, hidalgo&quot;,441,441,441,2012,saul m. hernandez ramirez,Arabica,Typica,Natural / Dry,10,1.0,7.58,7.67,7.58,7.33,7.0,7.58,10.0,10.0,0.15,82.33,None</list></item><item><list struct="atomic" id="1253">Mexico,veracruz,1170,1170,1170,2012,manuel herrera juarez,Arabica,Bourbon,Washed / Wet,10,1.0,7.67,7.58,7.5,7.58,7.5,7.5,10.0,10.0,0.13,82.33,Green</list></item><item><list struct="atomic" id="1254">Guatemala,oriente,1310,1310,1310,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.5,7.67,7.33,7.5,7.33,7.5,10.0,10.0,0.1,82.33,Green</list></item><item><list struct="atomic" id="1255">Brazil,grama valley,1100,1100,1100,2012,nucoffee,Arabica,Mundo Novo,Natural / Dry,16,60.0,7.58,7.5,7.42,7.5,7.5,7.42,10.0,10.0,0.12,82.33,Green</list></item><item><list struct="atomic" id="1256">Mexico,santa catarina juquila,1200,1400,1300,2012,maria luisa del carmen rojas narvaez,Arabica,Typica,Washed / Wet,10,1.0,8.0,7.75,7.33,7.33,7.08,7.67,9.33,10.0,0.11,82.33,Green</list></item><item><list struct="atomic" id="1257">Brazil,south of minas,950,950,950,2012,nucoffee,Arabica,Mundo Novo,Washed / Wet,44,60.0,7.58,7.58,7.25,7.58,7.42,7.5,10.0,10.0,0.11,82.33,Green</list></item><item><list struct="atomic" id="1258">Colombia,huila,442,442,442,2012,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.83,7.58,7.33,7.25,7.58,7.42,10.0,10.0,0.0,82.33,Green</list></item><item><list struct="atomic" id="1259">Mexico,&quot;calnali, hidalgo&quot;,533,533,533,2012,saul m. hernandez ramirez,Arabica,Bourbon,Washed / Wet,10,1.0,7.58,7.58,7.5,7.17,7.42,7.42,10.0,10.0,0.16,82.25,None</list></item><item><list struct="atomic" id="1260">Mexico,veracruz,1170,1170,1170,2012,manuel herrera juarez,Arabica,Bourbon,Washed / Wet,10,1.0,7.5,7.58,7.42,7.67,7.33,7.42,10.0,10.0,0.13,82.25,Green</list></item><item><list struct="atomic" id="1261">Mexico,juquila,1250,1250,1250,2012,guillermo rojas saldana,Arabica,Typica,Washed / Wet,40,1.0,7.67,7.58,7.33,7.5,7.42,7.42,10.0,10.0,0.12,82.25,Green</list></item><item><list struct="atomic" id="1262">El Salvador,nan,0,0,0,2012,adam kline,Arabica,Other,Washed / Wet,288,1.0,7.75,7.33,7.33,7.5,7.5,7.5,10.0,10.0,0.0,82.25,Green</list></item><item><list struct="atomic" id="1263">Mexico,veracruz,1100,1100,1100,2012,sergio de la vequia bernardi,Arabica,Typica,Washed / Wet,250,1.0,7.33,7.58,7.42,7.67,7.33,7.5,10.0,10.0,0.11,82.25,Green</list></item><item><list struct="atomic" id="1264">Mexico,canoas,900,900,900,2012,organizaciones de productores de cafe colimense,Arabica,Typica,Washed / Wet,250,1.0,7.42,7.5,7.42,7.58,7.42,7.5,10.0,10.0,0.1,82.25,Green</list></item><item><list struct="atomic" id="1265">Colombia,huila,1750,1750,1750,2012,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.5,7.42,7.67,7.33,7.58,7.33,10.0,10.0,0.12,82.25,Green</list></item><item><list struct="atomic" id="1266">Colombia,huila,1600,1950,1775,2012,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,100,70.0,7.67,7.33,7.33,7.33,7.5,7.5,10.0,10.0,0.11,82.25,Green</list></item><item><list struct="atomic" id="1267">Brazil,nan,0,0,0,2012,nucoffee,Arabica,Arusha,Natural / Dry,84,60.0,7.67,7.58,7.42,7.0,7.5,7.58,10.0,10.0,0.12,82.25,Green</list></item><item><list struct="atomic" id="1268">Mexico,san bartolo tutotepec,1144,1144,1144,2012,saul m. hernandez ramirez,Arabica,Typica,Washed / Wet,10,1.0,7.5,7.67,7.0,7.5,7.33,7.5,10.0,10.0,0.15,82.17,None</list></item><item><list struct="atomic" id="1269">Guatemala,oriente,1350,1350,1350,2012,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.0,7.25,7.75,7.0,7.75,8.17,7.75,10.0,9.33,0.12,82.17,None</list></item><item><list struct="atomic" id="1270">Mexico,altotonga,1000,1000,1000,2012,salvador caro carrion,Arabica,Typica,Washed / Wet,200,1.0,7.5,7.58,7.25,7.5,7.5,7.33,10.0,10.0,0.12,82.17,Green</list></item><item><list struct="atomic" id="1271">Mexico,colima,1200,1200,1200,2012,organizaciones de productores de cafe colimense,Arabica,Typica,Washed / Wet,60,1.0,7.0,7.67,7.5,7.5,7.42,7.5,10.0,10.0,0.1,82.17,Green</list></item><item><list struct="atomic" id="1272">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,4,45.3592,7.25,7.58,7.58,7.25,7.5,7.42,10.0,10.0,0.11,82.08,Bluish-Green</list></item><item><list struct="atomic" id="1273">Mexico,tapachula,1800,1800,1800,2012,julio perez hernandez,Arabica,Typica,Washed / Wet,250,1.0,7.5,7.42,7.42,7.5,7.25,7.5,10.0,10.0,0.13,82.08,Green</list></item><item><list struct="atomic" id="1274">Mexico,coatepec,1250,1250,1250,2012,rosa aurora falcon fernandez,Arabica,Typica,Washed / Wet,15,1.0,7.67,7.5,7.25,7.58,7.42,7.33,10.0,10.0,0.11,82.08,Green</list></item><item><list struct="atomic" id="1275">Vietnam,don duong,1040,1040,1040,2012,royal base corporation,Arabica,Other,Natural / Dry,1,2.0,7.67,8.0,7.17,7.08,7.67,7.08,10.0,10.0,0.12,82.08,Green</list></item><item><list struct="atomic" id="1276">Mexico,veracruz,1250,1250,1250,2012,sergio de la vequia bernardi,Arabica,Typica,Washed / Wet,250,1.0,7.58,7.42,7.25,7.75,7.33,7.42,10.0,10.0,0.11,82.08,Green</list></item><item><list struct="atomic" id="1277">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Washed / Wet,10,45.3592,7.33,7.5,7.33,7.58,7.08,7.83,10.0,10.0,0.1,82.08,Green</list></item><item><list struct="atomic" id="1278">Mexico,coscomatepec,940,940,940,2012,jorge octavio escamilla prado,Arabica,Typica,Washed / Wet,15,1.0,7.67,7.33,7.25,7.5,7.42,7.42,10.0,10.0,0.12,82.0,Green</list></item><item><list struct="atomic" id="1279">Brazil,south of minas,1000,1000,1000,2012,nucoffee,Arabica,Mundo Novo,Natural / Dry,50,60.0,7.42,7.5,7.33,7.5,7.33,7.5,10.0,10.0,0.12,82.0,Green</list></item><item><list struct="atomic" id="1280">Brazil,cerrado,1050,1050,1050,2012,nucoffee,Arabica,Catuai,Semi-washed / Semi-pulped,75,60.0,7.42,7.5,7.25,7.5,7.5,7.42,10.0,10.0,0.11,82.0,Blue-Green</list></item><item><list struct="atomic" id="1281">Guatemala,san marcos,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Natural / Dry,250,1.0,7.33,7.33,7.33,7.5,7.67,7.67,10.0,10.0,0.11,82.0,Green</list></item><item><list struct="atomic" id="1282">Brazil,south of minas,950,950,950,2012,nucoffee,Arabica,Mundo Novo,Semi-washed / Semi-pulped,53,60.0,7.58,7.5,7.17,7.5,7.5,7.42,10.0,10.0,0.12,82.0,Green</list></item><item><list struct="atomic" id="1283">Guatemala,oriente,1402,1402,1402,2012,felipe isaza,Arabica,Bourbon,Washed / Wet,250,2.0,7.75,7.33,7.33,7.42,7.75,7.67,10.0,9.33,0.0,82.0,Green</list></item><item><list struct="atomic" id="1284">Honduras,nan,0,0,0,2012,rob tuttle,Arabica,nan,Washed / Wet,1,2.0,7.42,7.33,7.33,7.58,7.33,7.5,10.0,10.0,0.11,81.92,Green</list></item><item><list struct="atomic" id="1285">Mexico,&quot;chapulhuacan, hidalgo&quot;,981,981,981,2012,saul m. hernandez ramirez,Arabica,Typica,Semi-washed / Semi-pulped,10,1.0,7.5,7.5,7.25,7.25,7.5,7.5,10.0,10.0,0.13,81.92,None</list></item><item><list struct="atomic" id="1286">Mexico,&quot;huazalingo, hidalgo&quot;,690,690,690,2012,saul m. hernandez ramirez,Arabica,Mundo Novo,Washed / Wet,10,1.0,7.5,7.42,7.25,7.5,7.33,7.33,10.0,10.0,0.14,81.92,None</list></item><item><list struct="atomic" id="1287">Mexico,veracruz,1650,1650,1650,2012,juan hermilio sampieri carcamo,Arabica,Other,Washed / Wet,30,1.0,7.33,7.58,7.17,7.58,7.42,7.33,10.0,10.0,0.12,81.92,Green</list></item><item><list struct="atomic" id="1288">Brazil,grama valley,1100,1100,1100,2012,nucoffee,Arabica,Mundo Novo,Natural / Dry,8,60.0,7.42,7.58,7.25,7.5,7.33,7.5,10.0,10.0,0.12,81.92,Green</list></item><item><list struct="atomic" id="1289">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,19,45.3592,7.83,7.83,7.83,8.0,7.83,7.83,10.0,10.0,0.0,81.83,Bluish-Green</list></item><item><list struct="atomic" id="1290">Mexico,veracruz,1500,1500,1500,2012,christina dusing,Arabica,Bourbon,Washed / Wet,302,1.0,7.83,7.33,7.25,7.58,7.25,7.33,10.0,10.0,0.12,81.83,Green</list></item><item><list struct="atomic" id="1291">Mexico,coatepec,1250,1250,1250,2012,jorge francisco martinez hachity,Arabica,Typica,Semi-washed / Semi-pulped,15,1.0,7.33,7.33,7.25,7.5,7.5,7.5,10.0,10.0,0.12,81.83,Green</list></item><item><list struct="atomic" id="1292">Mexico,&quot;tenango de doria, hidalgo&quot;,774,774,774,2012,saul m. hernandez ramirez,Arabica,Bourbon,Washed / Wet,10,1.0,7.5,7.5,7.33,7.42,7.25,7.25,10.0,10.0,0.13,81.75,None</list></item><item><list struct="atomic" id="1293">Mexico,tepictla,1250,1250,1250,2012,sergio landa alarcon,Arabica,Mundo Novo,Washed / Wet,100,1.0,7.42,7.5,7.17,7.67,7.33,7.42,10.0,10.0,0.13,81.75,Green</list></item><item><list struct="atomic" id="1294">Mexico,oaxaca,1100,1100,1100,2012,diego manuel woolrich ramirez,Arabica,Typica,Washed / Wet,42,1.0,7.42,7.5,7.33,7.58,7.33,7.33,10.0,10.0,0.11,81.75,Green</list></item><item><list struct="atomic" id="1295">Mexico,la concordia,1550,1550,1550,2012,armando luis pohlenz martinez,Arabica,Caturra,Washed / Wet,250,1.0,7.33,7.42,7.33,7.67,7.42,7.25,10.0,10.0,0.12,81.75,Green</list></item><item><list struct="atomic" id="1296">Mexico,la concordia,1650,1650,1650,2012,enrique eduardo lopez aguilar,Arabica,Typica,Washed / Wet,28,1.0,7.5,7.42,7.25,7.33,7.67,7.25,10.0,10.0,0.12,81.75,Unknown</list></item><item><list struct="atomic" id="1297">Guatemala,jalapa,1676,1828,1752,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,275,69.0,7.5,7.67,7.33,7.33,7.33,7.33,10.0,10.0,0.11,81.67,Green</list></item><item><list struct="atomic" id="1298">Mexico,tuxtla gutierrez,1650,1650,1650,2012,virginia gordillo gordillo,Arabica,Typica,Washed / Wet,100,1.0,7.25,7.67,7.58,7.67,7.67,7.58,8.67,10.0,0.13,81.67,Green</list></item><item><list struct="atomic" id="1299">Mexico,yajalon,1400,1400,1400,2012,jose luis munoz guerrero,Arabica,Bourbon,Washed / Wet,15,1.0,7.67,7.25,7.17,7.75,7.5,7.25,10.0,10.0,0.11,81.67,Green</list></item><item><list struct="atomic" id="1300">Mexico,veracruz,1200,1200,1200,2012,christina dusing,Arabica,Bourbon,Washed / Wet,275,1.0,7.5,7.42,7.33,7.42,7.42,7.42,10.0,10.0,0.11,81.67,Green</list></item><item><list struct="atomic" id="1301">Mexico,&quot;la concordia, chiapas&quot;,1400,1400,1400,2012,alfredo bojalil,Arabica,Bourbon,Washed / Wet,250,1.0,7.58,7.42,7.25,7.58,7.25,7.17,10.0,10.0,0.11,81.67,Green</list></item><item><list struct="atomic" id="1302">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Washed / Wet,13,45.3592,7.42,7.33,7.33,7.33,7.17,7.83,10.0,10.0,0.1,81.67,Green</list></item><item><list struct="atomic" id="1303">Mexico,la concordia,1600,1600,1600,2012,enrique eduardo lopez aguilar,Arabica,Marigojipe,Natural / Dry,28,1.0,7.33,7.5,7.25,7.5,7.5,7.17,10.0,10.0,0.11,81.58,Unknown</list></item><item><list struct="atomic" id="1304">Mexico,la concordia,1650,1650,1650,2012,enrique eduardo lopez aguilar,Arabica,Typica,Natural / Dry,28,1.0,7.67,7.58,7.42,7.58,7.58,7.42,10.0,8.67,0.11,81.58,Unknown</list></item><item><list struct="atomic" id="1305">Mexico,amatenango de la frontera,1600,1600,1600,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.58,7.42,7.25,7.42,7.33,7.33,10.0,10.0,0.12,81.5,Green</list></item><item><list struct="atomic" id="1306">Mexico,temaxcalapa,1100,1100,1100,2012,jose luis munoz guerrero,Arabica,Catuai,Washed / Wet,30,1.0,7.42,7.25,7.17,7.42,7.17,8.0,10.0,10.0,0.12,81.5,Green</list></item><item><list struct="atomic" id="1307">Mexico,manzanillo,1000,1000,1000,2012,jose luis munoz guerrero,Arabica,Typica,Semi-washed / Semi-pulped,20,1.0,7.33,7.5,7.33,7.33,7.33,7.42,10.0,10.0,0.11,81.5,Green</list></item><item><list struct="atomic" id="1308">Mexico,tapachula,1250,1250,1250,2012,tomas edelmann blass,Arabica,Bourbon,Washed / Wet,50,80.0,7.42,7.42,7.33,7.17,7.25,7.42,10.0,10.0,0.13,81.5,Green</list></item><item><list struct="atomic" id="1309">Mexico,atoyac de alvarez,1100,1100,1100,2012,maria de la paz aguilar guillen,Arabica,Typica,Natural / Dry,15,1.0,7.5,7.5,7.25,7.5,7.42,7.58,9.33,10.0,0.11,81.5,Green</list></item><item><list struct="atomic" id="1310">Indonesia,ijen,1200,1600,1400,2012,specialty coffee association of indonesia,Arabica,Other,Washed / Wet,10,60.0,7.75,7.17,7.17,7.33,7.58,7.33,10.0,10.0,0.12,81.5,Green</list></item><item><list struct="atomic" id="1311">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.33,7.5,7.33,7.42,7.17,7.33,10.0,10.0,0.11,81.5,Green</list></item><item><list struct="atomic" id="1312">Mexico,&quot;huazalingo, hidalgo&quot;,763,763,763,2012,saul m. hernandez ramirez,Arabica,Caturra,Washed / Wet,10,1.0,7.42,7.33,7.25,7.17,7.25,7.42,10.0,10.0,0.13,81.42,None</list></item><item><list struct="atomic" id="1313">Mexico,&quot;coatepec, coatepec&quot;,1100,1100,1100,2012,grupo cafetalero los brujos spr de rl,Arabica,Typica,Washed / Wet,20,1.0,7.42,7.42,7.25,7.25,7.5,7.33,10.0,10.0,0.13,81.42,Unknown</list></item><item><list struct="atomic" id="1314">Mexico,tapachula,1800,1800,1800,2012,julio perez hernandez,Arabica,Typica,Washed / Wet,250,1.0,7.58,7.42,7.25,7.33,7.25,7.25,10.0,10.0,0.13,81.33,Green</list></item><item><list struct="atomic" id="1315">Mexico,veracruz,1000,1000,1000,2012,hector gabriel barreda nader,Arabica,Typica,Washed / Wet,70,1.0,7.33,7.25,7.17,7.42,7.58,7.33,10.0,10.0,0.12,81.33,None</list></item><item><list struct="atomic" id="1316">Mexico,motozintla,1500,1500,1500,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.42,7.42,7.33,7.33,7.5,7.42,9.33,10.0,0.12,81.25,Green</list></item><item><list struct="atomic" id="1317">Mexico,tapachula,1800,1800,1800,2012,julio perez hernandez,Arabica,Typica,Natural / Dry,250,1.0,7.42,7.25,7.08,7.75,7.42,7.17,10.0,10.0,0.13,81.17,Green</list></item><item><list struct="atomic" id="1318">Guatemala,oriente,1450,1450,1450,2012,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.0,7.42,7.25,7.33,7.25,7.25,7.42,10.0,10.0,0.12,81.17,Green</list></item><item><list struct="atomic" id="1319">Brazil,south of minas,1000,1000,1000,2012,nucoffee,Arabica,Mundo Novo,Natural / Dry,17,60.0,7.42,7.33,7.25,7.42,7.5,7.17,10.0,10.0,0.12,81.17,Green</list></item><item><list struct="atomic" id="1320">Mexico,san fernando,1650,1650,1650,2012,obed rendon ponce,Arabica,Typica,Washed / Wet,100,1.0,7.25,7.42,7.33,7.33,7.17,7.33,10.0,10.0,0.13,81.08,None</list></item><item><list struct="atomic" id="1321">Mexico,santo reyes nopala,1300,1300,1300,2012,diego manuel woolrich ramirez,Arabica,Typica,Washed / Wet,30,1.0,7.33,7.25,7.33,7.42,7.25,7.42,10.0,10.0,0.12,81.08,Green</list></item><item><list struct="atomic" id="1322">Mexico,santa maria sitepec,1642,1642,1642,2012,gerardo hernandez valderrabano,Arabica,Typica,Washed / Wet,40,1.0,7.33,7.33,7.25,7.42,7.25,7.25,10.0,10.0,0.11,81.08,Green</list></item><item><list struct="atomic" id="1323">Mexico,talpa de allende,1200,1200,1200,2012,balbino ramirez flores,Arabica,Typica,Washed / Wet,15,1.0,7.42,7.33,7.25,7.42,7.17,7.25,10.0,10.0,0.1,81.08,Green</list></item><item><list struct="atomic" id="1324">United States,nan,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Washed / Wet,2,45.3592,7.42,7.42,7.25,7.58,6.92,7.17,10.0,10.0,0.06,81.08,Blue-Green</list></item><item><list struct="atomic" id="1325">Thailand,thailand,800,800,800,2012,doi tung development project,Arabica,nan,Washed / Wet,2,1.0,7.33,7.42,7.25,7.42,7.25,7.17,10.0,10.0,0.0,81.0,Green</list></item><item><list struct="atomic" id="1326">Mexico,&quot;motozintla, chiapas&quot;,950,950,950,2012,alejandro garcia palacios,Arabica,Other,Washed / Wet,10,1.0,7.08,7.33,7.33,7.33,7.42,7.25,10.0,10.0,0.12,81.0,Green</list></item><item><list struct="atomic" id="1327">Mexico,adolfo lopez mateos,1100,1100,1100,2012,organizaciones de productores de cafe colimense,Arabica,Typica,Washed / Wet,200,1.0,7.58,7.67,7.5,7.67,7.58,7.5,8.0,10.0,0.0,81.0,Green</list></item><item><list struct="atomic" id="1328">Mexico,ixhuatlan del cafe,1186,1186,1186,2012,eduardo luis augusto velazquez solis,Arabica,Typica,Washed / Wet,60,1.0,7.58,7.33,7.08,7.5,7.17,7.25,10.0,10.0,0.13,80.92,Green</list></item><item><list struct="atomic" id="1329">Mexico,motozintla,1210,1210,1210,2012,luis roberto fermoso beltran,Arabica,Catuai,Semi-washed / Semi-pulped,15,1.0,7.17,7.08,7.25,7.42,7.25,7.33,10.0,10.0,0.13,80.83,Green</list></item><item><list struct="atomic" id="1330">Mexico,veracruz,100,100,100,2012,christina dusing,Arabica,Bourbon,Washed / Wet,100,1.0,7.5,7.17,7.33,7.25,7.17,7.17,10.0,10.0,0.13,80.83,Green</list></item><item><list struct="atomic" id="1331">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Washed / Wet,7,45.3592,7.42,7.33,7.0,7.25,7.33,7.5,10.0,10.0,0.1,80.83,Blue-Green</list></item><item><list struct="atomic" id="1332">Mexico,oaxaca,1200,1200,1200,2012,diego manuel woolrich ramirez,Arabica,Typica,Washed / Wet,30,1.0,7.58,7.33,7.42,7.25,7.5,7.5,9.33,10.0,0.11,80.75,Green</list></item><item><list struct="atomic" id="1333">Haiti,haiti,1000,1000,1000,2012,myriam kaplan-pasternak,Arabica,Typica,Washed / Wet,1,2.0,7.42,7.0,7.42,7.25,7.08,7.33,10.0,10.0,0.12,80.75,Green</list></item><item><list struct="atomic" id="1334">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.0,7.33,7.5,7.33,7.0,7.33,10.0,10.0,0.11,80.67,Green</list></item><item><list struct="atomic" id="1335">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.0,7.5,7.33,7.17,7.17,7.17,10.0,10.0,0.11,80.67,Green</list></item><item><list struct="atomic" id="1336">Mexico,zaragoza itundujia,1450,1450,1450,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,18,1.0,7.25,7.25,7.08,7.33,7.25,7.17,10.0,10.0,0.15,80.5,None</list></item><item><list struct="atomic" id="1337">Mexico,pochutla,1050,1050,1050,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,6.92,7.17,7.08,7.5,7.33,7.17,10.0,10.0,0.1,80.42,Green</list></item><item><list struct="atomic" id="1338">Mexico,la concordia,1550,1550,1550,2012,armando luis pohlenz martinez,Arabica,Caturra,Washed / Wet,250,1.0,7.42,7.08,7.08,7.33,7.25,7.17,10.0,10.0,0.12,80.42,Green</list></item><item><list struct="atomic" id="1339">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Washed / Wet,10,45.3592,7.17,7.5,6.92,7.33,7.67,7.33,9.33,10.0,0.12,80.33,Green</list></item><item><list struct="atomic" id="1340">Colombia,nan,0,0,0,2012,honor dela fuente,Arabica,Typica,Washed / Wet,1,2.0,7.42,8.0,7.83,7.75,8.08,7.58,8.67,8.67,0.1,80.25,Green</list></item><item><list struct="atomic" id="1341">Guatemala,oriente,1400,1400,1400,2012,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.0,7.0,7.17,7.33,7.33,7.0,7.17,10.0,10.0,0.11,80.25,Green</list></item><item><list struct="atomic" id="1342">Mexico,&quot;calnali, hidalgo&quot;,808,808,808,2012,saul m. hernandez ramirez,Arabica,Caturra,Washed / Wet,10,1.0,7.58,7.33,7.17,7.25,6.75,7.0,10.0,10.0,0.11,80.25,None</list></item><item><list struct="atomic" id="1343">Mexico,zaragoza itundujia,1550,1550,1550,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,15,1.0,7.58,7.42,7.33,7.5,7.08,7.17,8.67,10.0,0.14,80.17,Green</list></item><item><list struct="atomic" id="1344">Mexico,veracruz,1000,1000,1000,2012,marco virgilio ramirez teliz,Arabica,Bourbon,Washed / Wet,15,1.0,7.33,7.33,7.17,7.08,7.25,7.0,10.0,10.0,0.12,80.17,Green</list></item><item><list struct="atomic" id="1345">Guatemala,oriente,1310,1310,1310,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.33,7.33,7.0,7.33,7.0,7.0,10.0,10.0,0.11,80.17,Green</list></item><item><list struct="atomic" id="1346">Mexico,zaragoza itundujia,1300,1300,1300,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,13,1.0,7.33,7.17,7.25,7.08,7.08,7.08,10.0,10.0,0.15,80.08,None</list></item><item><list struct="atomic" id="1347">Mexico,escuitla,1300,1300,1300,2012,federico pacheco perez,Arabica,Typica,Washed / Wet,10,1.0,7.25,7.08,7.0,7.17,7.33,7.17,10.0,10.0,0.14,80.08,Green</list></item><item><list struct="atomic" id="1348">Thailand,thailand,800,800,800,2012,doi tung development project,Arabica,nan,Washed / Wet,2,1.0,7.33,6.67,7.08,7.42,7.42,7.08,10.0,10.0,0.0,80.0,Green</list></item><item><list struct="atomic" id="1349">Mexico,coatepec,1250,1250,1250,2012,pablo enrique martinez gama,Arabica,Typica,Washed / Wet,20,1.0,7.25,7.25,7.08,7.17,7.33,7.33,9.33,10.0,0.12,80.0,Green</list></item><item><list struct="atomic" id="1350">Mexico,san miguel del puerto,1100,1100,1100,2012,semiramis casas velazquez,Arabica,Other,Washed / Wet,256,1.0,7.08,7.33,7.0,7.33,7.08,7.0,10.0,10.0,0.11,80.0,Green</list></item><item><list struct="atomic" id="1351">Mexico,&quot;motozintla, chiapas&quot;,1100,1100,1100,2012,alejandro garcia palacios,Arabica,Other,Washed / Wet,10,1.0,7.17,7.17,6.92,7.25,7.33,7.08,10.0,10.0,0.12,79.92,Green</list></item><item><list struct="atomic" id="1352">Mexico,veracruz,1100,1100,1100,2012,christina dusing,Arabica,Bourbon,Washed / Wet,82,1.0,7.5,7.17,7.0,7.17,7.25,7.08,10.0,10.0,0.0,79.92,Unknown</list></item><item><list struct="atomic" id="1353">Mexico,jaltenango,1100,1100,1100,2012,montegrande,Arabica,Catuai,Washed / Wet,250,1.0,7.17,7.08,7.08,7.08,7.5,7.33,9.33,10.0,0.11,79.92,Green</list></item><item><list struct="atomic" id="1354">Mexico,coatepec,1250,1250,1250,2012,pablo enrique martinez gama,Arabica,Typica,Natural / Dry,100,1.0,7.33,7.25,7.0,7.42,7.17,7.17,9.33,10.0,0.12,79.92,Green</list></item><item><list struct="atomic" id="1355">Mexico,veracruz,1300,1300,1300,2012,sergio de la vequia bernardi,Arabica,Typica,Washed / Wet,250,1.0,7.17,7.08,7.0,7.25,7.5,7.0,10.0,10.0,0.12,79.83,Green</list></item><item><list struct="atomic" id="1356">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,12,45.3592,7.58,7.08,6.83,7.17,7.5,7.17,9.33,10.0,0.12,79.83,Blue-Green</list></item><item><list struct="atomic" id="1357">Mexico,zaragoza itundujia,1450,1450,1450,2012,israel eduardo paz garcia,Arabica,Bourbon,Washed / Wet,12,1.0,7.25,7.17,7.17,7.08,7.17,7.0,10.0,10.0,0.14,79.75,None</list></item><item><list struct="atomic" id="1358">Mexico,pochutla,1050,1050,1050,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.33,7.25,7.0,7.08,7.08,7.0,10.0,10.0,0.1,79.75,Green</list></item><item><list struct="atomic" id="1359">Guatemala,antigua,0,0,0,2012,lusso lab,Arabica,Bourbon,Washed / Wet,275,69.0,7.58,7.33,7.5,7.33,7.0,7.33,9.33,9.33,0.0,79.75,Green</list></item><item><list struct="atomic" id="1360">Mexico,tuxtla gutierrez,1100,1100,1100,2012,montegrande,Arabica,Typica,Washed / Wet,36,1.0,7.25,6.83,6.92,7.08,7.25,7.08,10.0,10.0,0.12,79.75,Unknown</list></item><item><list struct="atomic" id="1361">Mexico,&quot;tenango de doria, hidalgo&quot;,975,975,975,2012,saul m. hernandez ramirez,Arabica,Caturra,Washed / Wet,10,1.0,7.33,7.17,7.0,6.75,7.08,7.0,10.0,10.0,0.13,79.67,None</list></item><item><list struct="atomic" id="1362">Mexico,&quot;coatepec, coatepec&quot;,1264,1264,1264,2012,alfredo bojalil,Arabica,Mundo Novo,Washed / Wet,253,1.0,6.92,7.17,7.17,7.17,7.08,7.08,10.0,10.0,0.0,79.67,Unknown</list></item><item><list struct="atomic" id="1363">Mexico,tepetzingo,1250,1250,1250,2012,obed rendon ponce,Arabica,Typica,Washed / Wet,50,1.0,7.08,7.0,6.92,7.33,7.25,7.08,10.0,10.0,0.12,79.58,None</list></item><item><list struct="atomic" id="1364">Mexico,la concordia,1550,1550,1550,2012,armando luis pohlenz martinez,Arabica,Caturra,Washed / Wet,250,1.0,7.25,6.92,6.92,7.33,7.25,7.0,10.0,10.0,0.13,79.58,Green</list></item><item><list struct="atomic" id="1365">Mexico,la concordia,1550,1550,1550,2012,armando luis pohlenz martinez,Arabica,Caturra,Washed / Wet,250,1.0,7.25,7.08,6.92,7.25,7.58,7.08,9.33,10.0,0.12,79.5,Green</list></item><item><list struct="atomic" id="1366">Mexico,&quot;coatepec, coatepec&quot;,1100,1100,1100,2012,mario jose fernandez,Arabica,Typica,Washed / Wet,127,1.0,7.25,7.33,7.0,7.25,7.17,7.17,9.33,10.0,0.12,79.5,Bluish-Green</list></item><item><list struct="atomic" id="1367">Mexico,zentla,950,950,950,2012,eric jesus cordoba arroyo,Arabica,Typica,Washed / Wet,30,1.0,7.0,7.0,6.83,7.33,7.42,6.92,10.0,10.0,0.14,79.33,None</list></item><item><list struct="atomic" id="1368">Mexico,zentla,750,750,750,2012,eric jesus cordoba arroyo,Arabica,Typica,Washed / Wet,50,1.0,7.42,7.17,7.08,7.17,7.08,7.08,9.33,10.0,0.14,79.33,Green</list></item><item><list struct="atomic" id="1369">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.17,6.5,6.33,7.25,7.58,7.33,10.0,10.0,0.11,79.33,Green</list></item><item><list struct="atomic" id="1370">Mexico,veracruz,1000,1000,1000,2012,marco virgilio ramirez teliz,Arabica,Bourbon,Washed / Wet,12,1.0,7.0,7.0,6.92,7.17,7.17,7.08,10.0,10.0,0.13,79.25,Green</list></item><item><list struct="atomic" id="1371">Costa Rica,san rafael,0,0,0,2012,brent hall,Arabica,Catuai,Washed / Wet,1,2.0,7.17,7.42,7.5,8.0,7.25,7.83,10.0,6.67,0.1,79.17,None</list></item><item><list struct="atomic" id="1372">Mexico,zaragoza itundujia,1550,1550,1550,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,10,1.0,7.25,7.08,6.92,7.08,7.17,7.17,9.33,10.0,0.14,79.17,None</list></item><item><list struct="atomic" id="1373">Mexico,yajalon,1450,1450,1450,2012,julio cesar robles flores,Arabica,Typica,Washed / Wet,53,1.0,7.17,6.92,6.92,7.08,7.17,7.0,10.0,10.0,0.14,79.17,Green</list></item><item><list struct="atomic" id="1374">Mexico,zaragoza itundujia,1500,1500,1500,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,13,1.0,7.33,7.0,6.92,7.25,7.33,7.08,9.33,10.0,0.16,79.08,None</list></item><item><list struct="atomic" id="1375">Mexico,talpa de allende,1200,1200,1200,2012,balbino ramirez flores,Arabica,Typica,Washed / Wet,10,1.0,7.17,7.25,7.25,7.17,7.25,7.08,9.33,10.0,0.1,79.08,Bluish-Green</list></item><item><list struct="atomic" id="1376">Peru,san ignacio,1400,1400,1400,2012,sustainable harvest coffee,Arabica,Typica,Washed / Wet,280,69.0,7.67,7.17,7.08,7.25,8.0,7.5,8.67,9.33,0.0,79.0,Unknown</list></item><item><list struct="atomic" id="1377">Mexico,zaragoza itundujia,1550,1550,1550,2012,israel eduardo paz garcia,Arabica,Typica,Semi-washed / Semi-pulped,16,1.0,7.5,7.17,6.92,7.5,7.25,7.0,8.67,10.0,0.14,79.0,Green</list></item><item><list struct="atomic" id="1378">Mexico,zaragoza itundujia,1400,1400,1400,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,14,1.0,7.5,7.0,6.92,7.08,6.92,6.75,10.0,10.0,0.16,78.92,None</list></item><item><list struct="atomic" id="1379">Mexico,veracruz,1320,1320,1320,2012,octavio augusto diaz trejo,Arabica,Typica,Washed / Wet,20,1.0,7.25,6.83,6.83,7.0,7.17,7.0,10.0,10.0,0.14,78.75,Green</list></item><item><list struct="atomic" id="1380">Mexico,veracruz,1250,1250,1250,2012,damaso martinez perez,Arabica,Typica,Semi-washed / Semi-pulped,35,1.0,7.25,7.33,7.17,7.25,7.08,7.0,8.67,10.0,0.14,78.75,None</list></item><item><list struct="atomic" id="1381">Mexico,&quot;ohuapan, tlaltetela&quot;,1350,1350,1350,2012,&quot;productores de especialidad emiliano zapeata, spr.&quot;,Arabica,Bourbon,Washed / Wet,10,1.0,7.67,7.17,6.83,7.33,7.58,7.17,9.33,8.67,0.12,78.75,Unknown</list></item><item><list struct="atomic" id="1382">Mexico,yecuatla,1150,1150,1150,2012,juan garcia hernandez,Arabica,Caturra,Washed / Wet,20,1.0,6.92,6.92,6.67,7.25,7.17,6.92,10.0,10.0,0.13,78.67,None</list></item><item><list struct="atomic" id="1383">Mexico,tapachula,1400,1400,1400,2012,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.0,7.0,6.75,7.33,6.92,6.92,10.0,10.0,0.13,78.58,Green</list></item><item><list struct="atomic" id="1384">Mexico,cofradia de suchitlan,1300,1300,1300,2012,organizaciones de productores de cafe colimense,Arabica,Typica,Washed / Wet,50,1.0,7.92,7.58,7.58,7.92,7.92,7.5,8.0,10.0,0.1,78.58,Unknown</list></item><item><list struct="atomic" id="1385">Mexico,los angeles,1200,1200,1200,2012,francisco ruiz nunez,Arabica,Caturra,Washed / Wet,20,1.0,7.25,7.17,7.0,6.83,7.58,7.08,8.67,10.0,0.13,78.5,Green</list></item><item><list struct="atomic" id="1386">Mexico,zaragoza itundujia,1500,1500,1500,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,10,1.0,7.58,7.17,7.0,7.17,7.33,7.0,8.0,10.0,0.14,78.42,None</list></item><item><list struct="atomic" id="1387">Guatemala,oriente,1310,1310,1310,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.17,7.17,6.5,7.17,7.0,6.83,10.0,10.0,0.11,78.33,Green</list></item><item><list struct="atomic" id="1388">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.17,6.08,6.17,7.25,7.33,7.33,10.0,10.0,0.11,78.33,Green</list></item><item><list struct="atomic" id="1389">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,5,45.3592,7.42,7.33,7.33,7.5,7.67,7.75,8.0,9.33,0.11,78.25,Green</list></item><item><list struct="atomic" id="1390">Mexico,cordoba,1050,1050,1050,2012,gustavo amieva gonzalez,Arabica,Typica,Washed / Wet,320,1.0,7.08,6.83,6.67,7.25,7.25,6.92,10.0,10.0,0.11,78.08,Green</list></item><item><list struct="atomic" id="1391">Mexico,&quot;motozintla, chiapas&quot;,850,850,850,2012,alejandro garcia palacios,Arabica,Other,Washed / Wet,10,1.0,7.25,7.33,7.0,7.0,7.25,7.08,10.0,8.0,0.12,78.0,Green</list></item><item><list struct="atomic" id="1392">Mexico,petatlan,1248,1248,1248,2012,gustavo abarca solis,Arabica,Typica,Washed / Wet,50,1.0,7.42,7.25,7.0,7.0,7.25,7.08,8.0,10.0,0.11,77.92,Green</list></item><item><list struct="atomic" id="1393">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.17,6.17,6.17,7.08,7.33,6.83,10.0,10.0,0.11,77.92,Green</list></item><item><list struct="atomic" id="1394">Mexico,coatepec,1300,1300,1300,2012,stephany escamilla femat,Arabica,Typica,Washed / Wet,23,1.0,7.17,6.75,6.58,6.75,6.83,6.75,10.0,10.0,0.13,77.5,Green</list></item><item><list struct="atomic" id="1395">Mexico,zaragoza itundujia,1500,1500,1500,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,10,1.0,7.33,7.0,6.67,7.0,6.92,6.92,9.33,10.0,0.15,77.33,None</list></item><item><list struct="atomic" id="1396">Mexico,&quot;motozintla, chiapas&quot;,1200,1200,1200,2012,alejandro garcia palacios,Arabica,Other,Washed / Wet,10,1.0,7.08,7.0,7.0,7.25,7.33,7.25,8.67,10.0,0.12,77.17,Green</list></item><item><list struct="atomic" id="1397">Mexico,coatepec,1100,1100,1100,2012,homero antonio de anda andrade,Arabica,Typica,Washed / Wet,10,1.0,7.17,6.58,6.58,7.0,7.25,6.58,9.33,10.0,0.13,76.42,Green</list></item><item><list struct="atomic" id="1398">Guatemala,oriente,1310,1310,1310,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.5,7.0,6.83,7.5,7.17,7.33,8.67,8.67,0.11,76.33,Green</list></item><item><list struct="atomic" id="1399">Mexico,zaragoza itundujia,1400,1400,1400,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,11,1.0,7.42,7.0,6.83,7.08,6.92,6.83,7.33,10.0,0.16,76.17,None</list></item><item><list struct="atomic" id="1400">Philippines,&quot;benguet, mountain province&quot;,1000,1000,1000,2012,ana gonzales,Arabica,nan,Washed / Wet,1,2.0,6.83,6.5,6.5,6.92,6.75,7.0,9.33,9.33,0.12,75.83,Green</list></item><item><list struct="atomic" id="1401">Guatemala,oriente,1310,1310,1310,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.92,7.58,7.17,7.58,7.33,7.17,8.0,8.0,0.11,75.58,Green</list></item><item><list struct="atomic" id="1402">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,6.67,6.5,6.33,7.0,7.17,6.75,8.67,10.0,0.12,75.58,Unknown</list></item><item><list struct="atomic" id="1403">Mexico,ocosingo,1200,1200,1200,2012,francisco hernandez lorenzo,Arabica,Mundo Novo,Washed / Wet,100,1.0,7.17,6.92,6.67,6.83,7.25,7.75,10.0,10.0,0.11,75.17,Green</list></item><item><list struct="atomic" id="1404">Mexico,nan,1100,1100,1100,2012,montegrande,Arabica,Other,Washed / Wet,36,1.0,7.25,6.83,6.67,7.08,7.17,6.83,10.0,10.0,0.12,75.17,Unknown</list></item><item><list struct="atomic" id="1405">Mexico,huautla de jimenez,1280,1280,1280,2012,martin jimenez casiano,Arabica,Typica,Washed / Wet,18,1.0,7.17,7.17,6.83,7.17,7.42,6.67,8.67,10.0,0.13,75.17,Bluish-Green</list></item><item><list struct="atomic" id="1406">Mexico,menglian,850,850,850,2012,&quot;grupo juvenil magtayani, ac&quot;,Arabica,Typica,Washed / Wet,43,1.0,7.0,6.92,6.75,6.92,7.17,6.83,10.0,10.0,0.14,75.0,Green</list></item><item><list struct="atomic" id="1407">Mexico,zaragoza itundujia,1500,1500,1500,2012,israel eduardo paz garcia,Arabica,Typica,Washed / Wet,14,1.0,7.08,6.75,6.58,7.0,7.0,6.75,8.67,10.0,0.17,74.92,None</list></item><item><list struct="atomic" id="1408">Mexico,coatepec,1250,1250,1250,2012,pablo enrique martinez gama,Arabica,Typica,Washed / Wet,20,1.0,7.33,6.75,6.67,7.25,7.5,7.0,10.0,10.0,0.12,74.83,Green</list></item><item><list struct="atomic" id="1409">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,6.75,6.5,6.17,7.0,7.25,6.75,8.0,10.0,0.11,74.75,Unknown</list></item><item><list struct="atomic" id="1410">Guatemala,oriente,0,0,0,2012,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,6.75,6.67,6.17,7.17,7.0,6.58,8.0,10.0,0.11,74.75,Unknown</list></item><item><list struct="atomic" id="1411">Mexico,&quot;chocaman, veracruz&quot;,1140,1140,1140,2012,jorge octavio escamilla prado,Arabica,Typica,Washed / Wet,20,1.0,7.0,6.58,6.67,6.83,7.08,6.83,10.0,10.0,0.14,74.33,Green</list></item><item><list struct="atomic" id="1412">Mexico,xalapa,1200,1200,1200,2012,myrna roxana galvez gonzalez,Arabica,Typica,Washed / Wet,100,1.0,6.92,6.42,6.17,7.33,7.25,6.75,10.0,10.0,0.13,74.0,None</list></item><item><list struct="atomic" id="1413">Mexico,coatepec,1250,1250,1250,2012,eugene holman pew,Arabica,Typica,Washed / Wet,20,1.0,7.67,7.0,7.17,7.58,7.33,7.33,10.0,10.0,0.12,73.83,Green</list></item><item><list struct="atomic" id="1414">United States,kona,0,0,0,2012,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,22,45.3592,7.17,7.17,7.17,7.58,7.67,6.92,9.33,6.67,0.0,73.67,Unknown</list></item><item><list struct="atomic" id="1415">Mexico,tlatlauquitepec,800,800,800,2012,jose armando norberto borzani lemini,Arabica,Mundo Novo,Washed / Wet,10,1.0,6.92,6.92,6.92,6.92,7.17,7.0,10.0,10.0,0.12,71.08,Green</list></item><item><list struct="atomic" id="1416">Mexico,veracruz,1800,1800,1800,2012,ricardo aaron sampieri marini,Arabica,Bourbon,Washed / Wet,25,1.0,6.5,6.67,6.42,7.17,7.33,6.5,8.0,10.0,0.11,71.0,Green</list></item><item><list struct="atomic" id="1417">Mexico,juchique de ferrer,900,900,900,2012,juan carlos garcia lopez,Arabica,Bourbon,Washed / Wet,12,1.0,7.08,6.83,6.25,7.42,7.25,6.75,10.0,10.0,0.11,68.33,None</list></item><item><list struct="atomic" id="1418">Haiti,&quot;department d&apos;artibonite , haiti&quot;,350,350,350,2012,myriam kaplan-pasternak,Arabica,Typica,Natural / Dry,1,2.0,6.75,6.58,6.42,6.67,7.08,6.67,9.33,6.0,0.14,67.92,Blue-Green</list></item><item><list struct="atomic" id="1419">Guatemala,nuevo oriente,1417,1417,1417,2012,juan luis alvarado romero,Arabica,Catuai,Washed / Wet,275,1.0,7.5,6.67,6.67,7.67,7.33,6.67,8.0,1.33,0.1,59.83,Green</list></item><item><list struct="atomic" id="1420">India,chikmagalur,3000,3000,3000,2012,andrew hetzel,Robusta,nan,nan,200,1.0,8.0,7.92,7.67,8.0,7.75,7.92,10.0,7.75,0.0,82.75,Green</list></item><item><list struct="atomic" id="1421">United States,chikmagalur,3000,3000,3000,2012,andrew hetzel,Robusta,Arusha,Natural / Dry,100,1.0,7.92,7.5,7.42,7.42,7.42,7.42,9.33,7.58,0.0,79.33,Green</list></item><item><list struct="atomic" id="1422">Brazil,nan,0,0,0,2013,ji-ae ahn,Arabica,nan,Natural / Dry,100,30.0,8.58,8.42,8.42,8.5,8.25,8.33,10.0,10.0,0.11,88.83,Bluish-Green</list></item><item><list struct="atomic" id="1423">Ethiopia,sidamo,0,0,0,2013,ji-ae ahn,Arabica,nan,Natural / Dry,100,60.0,8.42,8.17,7.92,8.17,8.33,8.0,10.0,10.0,0.11,87.08,Bluish-Green</list></item><item><list struct="atomic" id="1424">Uganda,kapchorwa eastern,1950,1950,1950,2013,kabum trading company,Arabica,SL14,Washed / Wet,100,60.0,8.42,8.17,8.17,8.17,7.83,7.92,10.0,10.0,0.12,86.83,Green</list></item><item><list struct="atomic" id="1425">Kenya,muranga,1800,1800,1800,2013,daniel magu,Arabica,SL34,Washed / Wet,320,1.0,8.08,8.0,8.0,8.25,7.92,7.92,10.0,10.0,0.12,86.25,Blue-Green</list></item><item><list struct="atomic" id="1426">Colombia,tolima,900,1500,1200,2013,lusso lab,Arabica,Caturra,Washed / Wet,1,2.0,7.75,7.92,7.83,8.08,8.08,8.17,10.0,10.0,0.12,86.0,Green</list></item><item><list struct="atomic" id="1427">Kenya,kiambu,1520,2200,1860,2013,lusso lab,Arabica,SL28,Washed / Wet,1,1.0,7.92,8.17,7.83,8.5,7.5,7.92,10.0,10.0,0.11,86.0,Green</list></item><item><list struct="atomic" id="1428">Uganda,eastern,1400,1900,1650,2013,kawacom uganda ltd,Arabica,SL14,Natural / Dry,1,60.0,8.17,8.17,7.92,8.08,7.83,7.75,10.0,10.0,0.12,85.92,Green</list></item><item><list struct="atomic" id="1429">Colombia,huila,1800,1800,1800,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,275,70.0,8.0,8.0,8.0,8.17,7.83,8.0,10.0,10.0,0.0,85.92,Blue-Green</list></item><item><list struct="atomic" id="1430">Peru,cajamarca,0,0,0,2013,dane loraas,Arabica,nan,Washed / Wet,280,2.26796,8.0,8.0,8.0,8.08,7.92,7.75,10.0,10.0,0.1,85.75,Green</list></item><item><list struct="atomic" id="1431">El Salvador,apaneca,1500,1500,1500,2013,atlantic specialty coffee,Arabica,Bourbon,Washed / Wet,275,2.0,7.92,8.17,8.0,7.92,7.75,7.83,10.0,10.0,0.1,85.58,Blue-Green</list></item><item><list struct="atomic" id="1432">Uganda,bulambuli eastern region,1600,1600,1600,2013,kyagalanyi ltd,Arabica,SL14,Washed / Wet,320,60.0,8.33,7.92,7.67,7.92,7.67,7.92,10.0,10.0,0.12,85.5,Green</list></item><item><list struct="atomic" id="1433">Guatemala,huehuetenango,1706,1755,1731,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,8.0,7.83,7.67,8.33,7.83,8.0,10.0,10.0,0.11,85.5,Green</list></item><item><list struct="atomic" id="1434">Uganda,kapchorwa,1950,1950,1950,2013,great lakes coffee uganda,Arabica,SL14,Washed / Wet,150,60.0,8.08,8.0,7.83,7.67,8.0,7.83,10.0,10.0,0.12,85.42,Green</list></item><item><list struct="atomic" id="1435">Uganda,eastern,1400,1900,1650,2013,kawacom uganda ltd,Arabica,SL14,Natural / Dry,1,60.0,7.75,7.92,7.67,7.67,8.25,7.75,10.0,10.0,0.12,84.83,Green</list></item><item><list struct="atomic" id="1436">Kenya,nyeri,1800,1800,1800,2013,daniel magu,Arabica,Peaberry,Washed / Wet,100,60.0,7.83,7.83,7.83,7.75,7.58,7.83,10.0,10.0,0.1,84.58,Bluish-Green</list></item><item><list struct="atomic" id="1437">Colombia,huila,1600,1900,1750,2013,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,75,70.0,7.75,7.75,7.83,7.75,7.58,8.0,10.0,10.0,0.0,84.58,Unknown</list></item><item><list struct="atomic" id="1438">Kenya,nan,0,0,0,2013,taylor winch (coffee) ltd.,Arabica,SL28,Washed / Wet,11,660.0,7.75,7.75,7.75,8.08,7.75,7.75,10.0,10.0,0.0,84.58,Green</list></item><item><list struct="atomic" id="1439">China,yunnan,1100,1100,1100,2013,eric wu,Arabica,Other,Washed / Wet,1,2.0,7.67,8.0,7.75,7.83,7.75,7.58,10.0,10.0,0.0,84.5,Green</list></item><item><list struct="atomic" id="1440">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,8.17,7.83,7.67,7.83,7.67,7.83,10.0,10.0,0.11,84.5,Green</list></item><item><list struct="atomic" id="1441">Colombia,huila,1800,1800,1800,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,275,70.0,7.75,7.58,7.33,7.83,7.58,8.08,10.0,10.0,0.0,84.33,Green</list></item><item><list struct="atomic" id="1442">Colombia,cauca,1700,1700,1700,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.58,7.5,7.75,7.83,7.92,7.83,10.0,10.0,0.11,84.25,Green</list></item><item><list struct="atomic" id="1443">Guatemala,nan,0,0,0,2013,chris finch,Arabica,nan,Washed / Wet,275,2.26796,7.67,7.75,7.67,7.75,7.75,7.75,10.0,10.0,0.11,84.17,Bluish-Green</list></item><item><list struct="atomic" id="1444">Kenya,kenya,1,500,250,2013,itochu corporation,Arabica,SL28,Washed / Wet,300,18000.0,7.58,7.75,7.75,7.75,7.75,7.83,10.0,10.0,0.08,84.17,Green</list></item><item><list struct="atomic" id="1445">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.92,7.75,7.67,7.67,7.83,7.92,10.0,10.0,0.11,84.17,Green</list></item><item><list struct="atomic" id="1446">El Salvador,apaneca,1500,1500,1500,2013,atlantic specialty coffee,Arabica,Bourbon,Natural / Dry,275,2.0,8.42,8.08,7.5,7.17,7.58,8.17,9.33,10.0,0.11,84.17,Bluish-Green</list></item><item><list struct="atomic" id="1447">Ethiopia,sidamo,1550,1550,1550,2013,lusso lab,Arabica,Other,Natural / Dry,50,60.0,7.75,7.75,7.5,7.58,7.67,7.92,10.0,10.0,0.09,84.0,Green</list></item><item><list struct="atomic" id="1448">Colombia,cauca,1700,1700,1700,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,270,70.0,7.67,7.83,7.67,7.75,7.67,7.75,10.0,10.0,0.11,84.0,Green</list></item><item><list struct="atomic" id="1449">Costa Rica,central valley,1200,1400,1300,2013,eric thormaehlen,Arabica,Catuai,Washed / Wet,250,1.0,7.83,7.42,7.5,7.83,7.75,7.83,10.0,10.0,0.1,83.83,Green</list></item><item><list struct="atomic" id="1450">Ecuador,&quot;province of manabi, ecuador&quot;,800,800,800,2013,garet alban,Arabica,nan,Natural / Dry,1,2.26796,7.5,7.67,7.58,7.75,7.83,7.83,10.0,10.0,0.09,83.83,Bluish-Green</list></item><item><list struct="atomic" id="1451">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.67,7.58,7.58,7.83,7.58,7.67,10.0,10.0,0.11,83.83,Green</list></item><item><list struct="atomic" id="1452">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.5,7.83,7.5,7.83,7.83,7.67,10.0,10.0,0.11,83.83,Green</list></item><item><list struct="atomic" id="1453">Uganda,west nile,1400,1400,1400,2013,nile highland arabica coffee farmers,Arabica,Bourbon,Natural / Dry,320,60.0,8.0,7.92,7.58,7.75,7.33,7.5,10.0,10.0,0.12,83.75,Green</list></item><item><list struct="atomic" id="1454">United States,yauco region,853,853,853,2013,german negron,Arabica,Other,Washed / Wet,18,2.26796,7.83,7.83,7.83,7.67,8.0,8.17,9.33,10.0,0.12,83.75,Green</list></item><item><list struct="atomic" id="1455">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.58,7.67,7.75,7.67,7.67,7.67,10.0,10.0,0.0,83.75,Blue-Green</list></item><item><list struct="atomic" id="1456">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,275,70.0,7.75,7.67,7.75,7.58,7.42,8.0,10.0,10.0,0.11,83.75,Green</list></item><item><list struct="atomic" id="1457">United States,kona,0,0,0,2013,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,12,45.3592,7.25,7.42,7.67,7.58,7.83,8.25,10.0,10.0,0.0,83.75,Bluish-Green</list></item><item><list struct="atomic" id="1458">Colombia,huila supremo,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.83,7.75,7.67,7.58,7.58,7.67,10.0,10.0,0.0,83.67,Green</list></item><item><list struct="atomic" id="1459">Colombia,huila,1800,2000,1900,2013,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,250,70.0,7.67,7.67,7.67,7.67,7.33,7.75,10.0,10.0,0.0,83.67,Green</list></item><item><list struct="atomic" id="1460">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.67,7.67,7.42,7.67,8.0,7.75,10.0,10.0,0.12,83.67,Green</list></item><item><list struct="atomic" id="1461">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.83,7.67,7.33,7.67,7.67,7.83,10.0,10.0,0.11,83.67,Green</list></item><item><list struct="atomic" id="1462">Uganda,eastern,1800,1800,1800,2013,bulamburi coffee farmers association,Arabica,SL14,Washed / Wet,100,60.0,7.67,7.67,7.42,7.75,7.75,7.67,10.0,10.0,0.12,83.58,Green</list></item><item><list struct="atomic" id="1463">Guatemala,atitlan,1400,1400,1400,2013,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.0,7.58,7.75,7.5,7.83,7.42,7.67,10.0,10.0,0.1,83.5,Green</list></item><item><list struct="atomic" id="1464">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.58,7.75,7.42,7.67,7.75,7.67,10.0,10.0,0.0,83.5,Green</list></item><item><list struct="atomic" id="1465">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.58,7.67,7.58,7.75,7.58,7.75,10.0,10.0,0.11,83.5,Green</list></item><item><list struct="atomic" id="1466">Guatemala,oriente,1219,1219,1219,2013,juan luis alvarado romero,Arabica,Bourbon,Natural / Dry,250,69.0,7.75,7.83,7.33,7.83,7.5,7.67,10.0,10.0,0.1,83.42,Green</list></item><item><list struct="atomic" id="1467">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.67,7.5,7.75,7.42,7.75,7.75,10.0,10.0,0.11,83.42,Green</list></item><item><list struct="atomic" id="1468">Costa Rica,central valley,1100,1300,1200,2013,eric thormaehlen,Arabica,Catuai,Washed / Wet,250,1.0,7.5,7.67,7.67,7.5,7.83,7.17,10.0,10.0,0.11,83.33,Green</list></item><item><list struct="atomic" id="1469">Peru,nan,0,0,0,2013,dane loraas,Arabica,nan,Washed / Wet,280,2.26796,7.83,7.75,7.58,7.83,7.92,7.58,9.33,10.0,0.12,83.33,Green</list></item><item><list struct="atomic" id="1470">Colombia,pitalito,1000,1000,1000,2013,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.67,7.67,7.5,7.67,7.92,7.42,10.0,10.0,0.11,83.33,Green</list></item><item><list struct="atomic" id="1471">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.83,7.67,7.17,7.67,7.67,7.67,10.0,10.0,0.11,83.33,Green</list></item><item><list struct="atomic" id="1472">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,275,70.0,7.83,7.5,7.67,7.33,7.67,7.67,10.0,10.0,0.11,83.25,Green</list></item><item><list struct="atomic" id="1473">Mexico,chiapas,1300,1300,1300,2013,calixto guillen vazquez,Arabica,Bourbon,Washed / Wet,200,1.0,7.58,7.75,7.5,7.5,7.58,7.58,10.0,10.0,0.12,83.25,Green</list></item><item><list struct="atomic" id="1474">Honduras,san marcos,1450,1450,1450,2013,mayra yessenia torres,Arabica,Catuai,Natural / Dry,275,1.0,7.5,7.5,7.5,7.67,7.67,7.67,10.0,10.0,0.1,83.17,Green</list></item><item><list struct="atomic" id="1475">United States,kona,0,0,0,2013,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,6,45.3592,7.5,7.5,7.58,7.42,7.92,7.67,10.0,10.0,0.11,83.17,Bluish-Green</list></item><item><list struct="atomic" id="1476">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.67,7.83,7.33,7.67,7.5,7.67,10.0,10.0,0.11,83.17,Green</list></item><item><list struct="atomic" id="1477">Mexico,chiapas,1500,1500,1500,2013,nestor mendez gomez,Arabica,Typica,Washed / Wet,45,1.0,7.75,7.58,7.58,7.58,7.5,7.42,10.0,10.0,0.11,83.17,Green</list></item><item><list struct="atomic" id="1478">United States,kona,0,0,0,2013,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,16,45.3592,7.33,7.75,7.58,7.33,7.83,7.67,10.0,10.0,0.12,83.08,Bluish-Green</list></item><item><list struct="atomic" id="1479">Uganda,kapchorwa,1800,1800,1800,2013,star cafe ltd,Arabica,SL14,Washed / Wet,300,60.0,7.83,7.58,7.5,7.5,7.58,7.5,10.0,10.0,0.12,83.0,Green</list></item><item><list struct="atomic" id="1480">United States,yauco region,853,853,853,2013,german negron,Arabica,Other,Washed / Wet,17,2.26796,7.67,7.5,7.67,7.83,7.75,7.83,10.0,9.33,0.0,83.0,Bluish-Green</list></item><item><list struct="atomic" id="1481">Costa Rica,central valley,1100,1300,1200,2013,eric thormaehlen,Arabica,Catuai,Washed / Wet,250,1.0,7.67,7.58,7.5,7.58,7.5,7.5,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1482">Colombia,huila,1600,1950,1775,2013,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,120,70.0,7.75,7.42,7.33,7.5,7.58,7.17,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1483">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.83,7.5,7.58,7.33,7.5,7.67,10.0,10.0,0.0,83.0,Green</list></item><item><list struct="atomic" id="1484">Colombia,pitalito,1000,1000,1000,2013,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.33,7.67,7.75,7.42,7.75,7.58,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1485">Colombia,pitalito,1000,1000,1000,2013,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.58,7.75,7.42,7.67,7.58,7.42,10.0,10.0,0.0,83.0,Green</list></item><item><list struct="atomic" id="1486">Uganda,eastern,1400,1900,1650,2013,kawacom uganda ltd,Arabica,SL14,Washed / Wet,1,60.0,8.0,7.5,7.5,7.58,7.33,7.42,10.0,10.0,0.12,82.92,Green</list></item><item><list struct="atomic" id="1487">Uganda,west nile,1400,1400,1400,2013,nyapea coffee farmers association,Arabica,SL14,Washed / Wet,1,60.0,7.75,7.58,7.58,7.5,7.5,7.5,10.0,10.0,0.12,82.92,Green</list></item><item><list struct="atomic" id="1488">Colombia,huila,1800,2000,1900,2013,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,250,70.0,7.58,7.5,7.75,7.33,7.58,7.58,10.0,10.0,0.11,82.92,Green</list></item><item><list struct="atomic" id="1489">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Natural / Dry,250,70.0,7.75,7.5,7.25,7.5,7.75,7.5,10.0,10.0,0.0,82.92,Bluish-Green</list></item><item><list struct="atomic" id="1490">Guatemala,huehuetenango,1658,1755,1706,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.83,7.75,7.25,7.92,7.5,7.17,10.0,10.0,0.11,82.92,Green</list></item><item><list struct="atomic" id="1491">Colombia,antioquia,1450,1450,1450,2013,olam agro colombia,Arabica,Other,Washed / Wet,250,70.0,7.83,7.67,7.42,7.42,7.5,7.58,10.0,10.0,0.11,82.92,Green</list></item><item><list struct="atomic" id="1492">Colombia,santander,1800,1800,1800,2013,&quot;coffeebythebag.com , inc&quot;,Arabica,Typica,Natural / Dry,40,1.0,7.5,7.42,7.58,7.5,7.58,7.58,10.0,10.0,0.0,82.83,Green</list></item><item><list struct="atomic" id="1493">Colombia,huila,1600,1950,1775,2013,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,125,70.0,7.83,7.5,7.5,7.42,7.5,7.5,10.0,10.0,0.11,82.83,Green</list></item><item><list struct="atomic" id="1494">United States,kona,0,0,0,2013,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,10,36.28736,7.67,7.58,7.42,7.83,7.33,7.5,10.0,10.0,0.1,82.75,Blue-Green</list></item><item><list struct="atomic" id="1495">United States,kona,0,0,0,2013,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,6,45.3592,7.58,7.83,7.75,7.75,7.42,8.0,9.33,10.0,0.1,82.75,Green</list></item><item><list struct="atomic" id="1496">Colombia,antioquia,1300,1300,1300,2013,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.0,7.58,7.33,7.17,7.33,7.25,8.58,10.0,10.0,0.1,82.75,Green</list></item><item><list struct="atomic" id="1497">Mexico,chiapas,1550,1550,1550,2013,nestor mendez gomez,Arabica,Typica,Washed / Wet,32,1.0,7.58,7.58,7.5,7.5,7.5,7.5,10.0,10.0,0.12,82.75,Green</list></item><item><list struct="atomic" id="1498">Uganda,mt elgon,1400,1900,1650,2013,kawacom uganda ltd,Arabica,SL14,Washed / Wet,1,60.0,7.67,7.5,7.33,7.67,7.5,7.5,10.0,10.0,0.12,82.67,Green</list></item><item><list struct="atomic" id="1499">Uganda,eastern,1400,1900,1650,2013,kawacom uganda ltd,Arabica,SL14,Natural / Dry,1,60.0,7.83,7.5,7.42,7.58,7.42,7.42,10.0,10.0,0.12,82.58,Green</list></item><item><list struct="atomic" id="1500">Costa Rica,central valley,1200,1400,1300,2013,eric thormaehlen,Arabica,Catuai,Washed / Wet,250,1.0,7.67,7.42,7.5,7.67,7.0,7.75,10.0,10.0,0.11,82.58,Green</list></item><item><list struct="atomic" id="1501">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.75,7.25,7.33,7.42,7.5,7.83,10.0,10.0,0.11,82.58,Blue-Green</list></item><item><list struct="atomic" id="1502">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.58,7.5,7.42,7.58,7.67,7.42,10.0,10.0,0.11,82.58,Green</list></item><item><list struct="atomic" id="1503">Mexico,chiapas,1500,1700,1600,2013,lusso lab,Arabica,Other,Washed / Wet,2,2.0,7.42,7.58,7.5,7.67,7.25,7.5,10.0,10.0,0.0,82.5,Green</list></item><item><list struct="atomic" id="1504">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.83,7.42,7.33,7.67,7.42,7.5,10.0,10.0,0.12,82.5,Green</list></item><item><list struct="atomic" id="1505">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.5,7.5,7.42,7.42,7.58,7.58,10.0,10.0,0.11,82.5,Green</list></item><item><list struct="atomic" id="1506">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.83,7.67,7.17,7.33,7.5,7.67,10.0,10.0,0.11,82.5,Green</list></item><item><list struct="atomic" id="1507">Guatemala,atitlan,1400,1400,1400,2013,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.0,7.5,7.5,7.5,7.67,7.42,7.5,10.0,10.0,0.1,82.42,Green</list></item><item><list struct="atomic" id="1508">Peru,peru,0,0,0,2013,dane loraas,Arabica,nan,Washed / Wet,320,2.26796,7.58,7.58,7.58,7.75,7.5,7.58,9.33,10.0,0.0,82.42,Green</list></item><item><list struct="atomic" id="1509">Mexico,veracruz,1170,1170,1170,2013,manuel herrera juarez,Arabica,Bourbon,Washed / Wet,10,1.0,7.5,7.58,7.5,7.92,7.42,7.67,9.33,10.0,0.12,82.42,Green</list></item><item><list struct="atomic" id="1510">Colombia,huila,1600,1950,1775,2013,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,250,70.0,7.67,7.42,7.33,7.5,7.58,7.5,10.0,10.0,0.11,82.42,Green</list></item><item><list struct="atomic" id="1511">Mexico,chiapas,1560,1560,1560,2013,nestor mendez gomez,Arabica,Typica,Washed / Wet,49,1.0,7.5,7.42,7.42,7.67,7.42,7.58,10.0,10.0,0.12,82.42,Green</list></item><item><list struct="atomic" id="1512">Colombia,antioquia,1300,1300,1300,2013,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,3.0,7.42,7.33,7.5,7.17,7.08,8.33,10.0,10.0,0.1,82.33,Green</list></item><item><list struct="atomic" id="1513">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.5,7.42,7.58,7.5,7.5,7.58,10.0,10.0,0.12,82.33,Green</list></item><item><list struct="atomic" id="1514">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.5,7.42,7.5,7.5,7.5,7.58,10.0,10.0,0.0,82.33,Green</list></item><item><list struct="atomic" id="1515">Mexico,&quot;la concordia, chiapas&quot;,1300,1300,1300,2013,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.67,7.5,7.42,7.5,7.42,7.42,10.0,10.0,0.12,82.33,Green</list></item><item><list struct="atomic" id="1516">Mexico,veracruz,1338,1338,1338,2013,jesus carlos cardenas valdivia,Arabica,Mundo Novo,Washed / Wet,150,1.0,7.58,7.58,7.42,7.42,7.42,7.42,10.0,10.0,0.12,82.25,Blue-Green</list></item><item><list struct="atomic" id="1517">United States,kona,0,0,0,2013,kona pacific farmers cooperative,Arabica,Hawaiian Kona,Natural / Dry,6,45.3592,7.33,7.42,7.5,7.67,7.5,7.42,10.0,10.0,0.0,82.25,Bluish-Green</list></item><item><list struct="atomic" id="1518">Mexico,&quot;la concordia, chiapas&quot;,1200,1600,1400,2013,lusso lab,Arabica,Other,Washed / Wet,2,2.0,7.5,7.5,7.33,7.42,7.5,7.42,10.0,10.0,0.1,82.17,None</list></item><item><list struct="atomic" id="1519">Colombia,huila,1750,1750,1750,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.33,7.25,7.25,7.58,7.75,7.5,10.0,10.0,0.0,82.17,Bluish-Green</list></item><item><list struct="atomic" id="1520">Colombia,nan,0,0,0,2013,cafe politico,Arabica,nan,Washed / Wet,1,2.26796,7.5,7.42,7.42,7.42,7.67,7.42,10.0,10.0,0.11,82.08,Green</list></item><item><list struct="atomic" id="1521">Costa Rica,turrialba,13,13,13,2013,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,150,69.0,7.58,7.33,7.33,7.33,7.5,7.67,10.0,10.0,0.11,82.08,Green</list></item><item><list struct="atomic" id="1522">Thailand,thailand,800,800,800,2013,doi tung development project,Arabica,nan,Washed / Wet,1,1.0,7.58,7.5,7.42,7.42,7.33,7.42,10.0,10.0,0.11,82.0,Green</list></item><item><list struct="atomic" id="1523">Costa Rica,central valley,1200,1400,1300,2013,eric thormaehlen,Arabica,Catuai,Washed / Wet,250,1.0,7.5,7.25,7.33,7.33,7.75,7.5,10.0,10.0,0.1,82.0,Green</list></item><item><list struct="atomic" id="1524">Colombia,huila,1800,2000,1900,2013,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,250,70.0,7.33,7.33,7.58,7.5,7.5,7.58,10.0,10.0,0.11,82.0,Green</list></item><item><list struct="atomic" id="1525">Nicaragua,nan,0,0,0,2013,chris finch,Arabica,nan,Washed / Wet,275,2.26796,7.58,7.42,7.25,7.17,7.5,7.67,10.0,10.0,0.12,81.92,Green</list></item><item><list struct="atomic" id="1526">Mexico,chiapas,1300,1300,1300,2013,calixto guillen vazquez,Arabica,Bourbon,Washed / Wet,450,1.0,7.58,7.5,7.25,7.58,7.5,7.25,10.0,10.0,0.12,81.92,Green</list></item><item><list struct="atomic" id="1527">Colombia,huila,1600,1950,1775,2013,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,50,70.0,7.5,7.5,7.0,7.42,7.5,7.58,10.0,10.0,0.0,81.83,Bluish-Green</list></item><item><list struct="atomic" id="1528">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.83,7.67,7.33,7.33,7.67,7.83,9.33,9.33,0.11,81.83,Green</list></item><item><list struct="atomic" id="1529">Brazil,nan,0,0,0,2013,cafe politico,Arabica,nan,Natural / Dry,1,2.26796,7.17,7.25,7.17,7.25,7.42,8.25,10.0,10.0,0.1,81.75,Bluish-Green</list></item><item><list struct="atomic" id="1530">&quot;Tanzania, United Republic Of&quot;,&quot;ilomba vilage, mbozi&quot;,1700,1700,1700,2013,tembo coffee company ltd,Arabica,Other,Washed / Wet,10,60.0,7.33,7.33,7.5,7.25,7.42,7.33,10.0,10.0,0.12,81.67,Green</list></item><item><list struct="atomic" id="1531">Indonesia,bener meriah,0,0,0,2013,chris finch,Arabica,Sumatra,Semi-washed / Semi-pulped,320,4.0,7.17,7.42,7.33,7.42,7.33,7.42,10.0,10.0,0.11,81.67,Bluish-Green</list></item><item><list struct="atomic" id="1532">Costa Rica,tarrazu,1850,1850,1850,2013,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,275,69.0,7.5,7.17,7.17,7.17,7.5,7.08,10.0,10.0,0.11,81.67,Green</list></item><item><list struct="atomic" id="1533">Mexico,&quot;la concordia, chiapas&quot;,1400,1400,1400,2013,fredy gordillo reyes,Arabica,Typica,Washed / Wet,310,1.0,7.5,7.42,7.08,7.58,7.33,7.33,10.0,10.0,0.12,81.67,Green</list></item><item><list struct="atomic" id="1534">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.42,7.33,7.17,7.58,7.42,7.5,10.0,10.0,0.12,81.58,Green</list></item><item><list struct="atomic" id="1535">Mexico,&quot;la concordia, chiapas&quot;,1400,1400,1400,2013,fredy gordillo reyes,Arabica,Typica,Washed / Wet,310,1.0,7.67,7.5,7.42,7.5,6.75,7.42,10.0,10.0,0.12,81.58,Green</list></item><item><list struct="atomic" id="1536">Haiti,&quot;dondon, haiti&quot;,400,1250,825,2013,myriam kaplan-pasternak,Arabica,Blue Mountain,Washed / Wet,300,1.814368,7.42,7.33,7.25,7.42,7.42,7.33,10.0,10.0,0.11,81.5,Bluish-Green</list></item><item><list struct="atomic" id="1537">Mexico,&quot;la concordia, chiapas&quot;,1150,1150,1150,2013,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.33,7.33,7.17,7.42,7.5,7.5,10.0,10.0,0.13,81.5,Green</list></item><item><list struct="atomic" id="1538">Peru,puno,0,0,0,2013,dane loraas,Arabica,nan,Washed / Wet,280,2.26796,7.42,7.42,7.17,7.33,7.42,7.42,10.0,10.0,0.1,81.42,Bluish-Green</list></item><item><list struct="atomic" id="1539">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.42,7.33,7.25,7.42,7.42,7.5,10.0,10.0,0.12,81.42,Green</list></item><item><list struct="atomic" id="1540">Guatemala,&quot;sacatepequez, guatemala&quot;,1524,1524,1524,2013,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,250,69.0,7.5,7.33,7.5,7.58,7.0,7.25,10.0,10.0,0.11,81.25,Green</list></item><item><list struct="atomic" id="1541">Brazil,monte carmelo,0,0,0,2013,bourbon specialty coffees,Arabica,Catuai,Natural / Dry,300,1.0,7.42,7.42,7.17,7.42,7.33,7.25,10.0,10.0,0.11,81.17,Green</list></item><item><list struct="atomic" id="1542">United States,yauco region,853,853,853,2013,german negron,Arabica,Other,Washed / Wet,18,2.26796,7.67,7.75,7.67,7.58,7.58,7.67,6.67,10.0,0.0,81.08,Green</list></item><item><list struct="atomic" id="1543">Uganda,eastern,1700,1700,1700,2013,kyagalanyi ltd,Arabica,SL14,Natural / Dry,320,60.0,7.33,6.92,7.17,7.33,7.42,7.42,10.0,10.0,0.12,81.0,Green</list></item><item><list struct="atomic" id="1544">Nicaragua,matagalpa,700,1400,1050,2013,chris finch,Arabica,Caturra,Washed / Wet,275,0.453592,7.33,7.08,7.25,7.0,7.5,7.42,10.0,10.0,0.1,80.92,Green</list></item><item><list struct="atomic" id="1545">Guatemala,orient,1200,1200,1200,2013,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.0,7.67,7.25,7.08,7.33,7.17,7.25,10.0,10.0,0.11,80.83,Green</list></item><item><list struct="atomic" id="1546">Guatemala,&quot;san lucas toliman, solola&quot;,1550,1550,1550,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.67,7.17,7.0,7.5,7.0,7.0,10.0,10.0,0.12,80.67,Green</list></item><item><list struct="atomic" id="1547">United States,kona,0,0,0,2013,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,10,45.3592,7.42,7.33,7.33,7.58,7.58,7.42,8.67,10.0,0.11,80.5,Green</list></item><item><list struct="atomic" id="1548">Guatemala,huehuetenango,1859,1859,1859,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.5,7.5,7.0,7.67,7.17,7.0,10.0,10.0,0.12,80.5,Green</list></item><item><list struct="atomic" id="1549">El Salvador,&quot;department of ahuachapan, municipality of apanecallamatepec mountain&quot;,1450,1450,1450,2013,lusso lab,Arabica,Bourbon,Washed / Wet,2,2.0,7.33,7.17,7.08,7.08,7.33,7.17,10.0,10.0,0.0,80.42,Green</list></item><item><list struct="atomic" id="1550">China,yunnan,1700,1700,1700,2013,adam ciruli ye,Arabica,Other,Washed / Wet,1,2.0,7.25,7.08,7.25,7.17,7.33,7.17,10.0,10.0,0.17,80.42,Green</list></item><item><list struct="atomic" id="1551">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.33,7.33,6.83,7.5,7.0,7.17,10.0,10.0,0.11,80.33,Green</list></item><item><list struct="atomic" id="1552">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.33,7.33,7.0,7.17,7.17,7.17,10.0,10.0,0.11,80.17,Green</list></item><item><list struct="atomic" id="1553">Nicaragua,nan,0,0,0,2013,honor dela fuente,Arabica,nan,Natural / Dry,1,2.26796,7.25,7.17,6.92,7.25,7.17,7.25,10.0,10.0,0.1,80.08,Green</list></item><item><list struct="atomic" id="1554">Mexico,chiapas,1300,1300,1300,2013,calixto guillen vazquez,Arabica,Bourbon,Washed / Wet,400,1.0,7.33,7.08,7.08,7.33,7.42,7.17,9.33,10.0,0.12,79.92,Green</list></item><item><list struct="atomic" id="1555">Thailand,thailand,800,800,800,2013,doi tung development project,Arabica,nan,Washed / Wet,1,1.0,7.25,7.08,6.92,7.5,7.08,6.92,10.0,10.0,0.12,79.75,Green</list></item><item><list struct="atomic" id="1556">Peru,huanuco,0,0,0,2013,dane loraas,Arabica,nan,Washed / Wet,320,2.26796,7.0,7.08,7.0,7.25,7.5,7.42,9.33,10.0,0.12,79.75,Green</list></item><item><list struct="atomic" id="1557">Costa Rica,brunca,1100,1100,1100,2013,the coffee source inc.,Arabica,Catuai,Washed / Wet,275,2.0,7.58,7.5,7.67,7.75,7.67,7.58,8.0,10.0,0.1,79.75,Bluish-Green</list></item><item><list struct="atomic" id="1558">Mexico,&quot;la concordia, chiapas&quot;,1400,1400,1400,2013,fredy gordillo reyes,Arabica,Typica,Washed / Wet,310,1.0,7.58,7.08,7.0,7.0,7.5,6.92,10.0,10.0,0.12,79.75,Green</list></item><item><list struct="atomic" id="1559">Mexico,chiapas,1022,1022,1022,2013,leonides de la cruz lopez,Arabica,Bourbon,Washed / Wet,275,1.0,7.58,7.08,6.92,7.58,7.5,6.92,10.0,10.0,0.13,79.75,Green</list></item><item><list struct="atomic" id="1560">Mexico,chiapas,1300,1300,1300,2013,calixto guillen vazquez,Arabica,Bourbon,Washed / Wet,380,1.0,7.25,7.08,7.0,7.17,7.17,7.08,10.0,10.0,0.12,79.75,Green</list></item><item><list struct="atomic" id="1561">Thailand,thailand,800,800,800,2013,doi tung development project,Arabica,nan,Washed / Wet,1,1.0,6.92,7.17,6.83,7.42,7.17,7.08,10.0,10.0,0.12,79.67,Blue-Green</list></item><item><list struct="atomic" id="1562">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.5,7.0,6.83,7.08,7.08,7.17,10.0,10.0,0.11,79.67,Green</list></item><item><list struct="atomic" id="1563">Mexico,&quot;la concordia, chiapas&quot;,1400,1400,1400,2013,fredy gordillo reyes,Arabica,Typica,Washed / Wet,310,1.0,7.42,7.25,6.83,7.58,7.17,6.58,10.0,10.0,0.12,79.67,Green</list></item><item><list struct="atomic" id="1564">Colombia,cundinamarca,1550,1550,1550,2013,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,250,70.0,7.83,7.5,7.42,7.42,7.67,7.5,10.0,10.0,0.0,79.5,Green</list></item><item><list struct="atomic" id="1565">Guatemala,oriente,1219,1219,1219,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.08,7.33,7.25,7.58,7.33,7.42,9.33,9.33,0.1,79.42,Green</list></item><item><list struct="atomic" id="1566">Colombia,pereira,1200,1200,1200,2013,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.360776,7.42,7.25,6.75,7.25,7.42,7.25,9.33,10.0,0.0,79.33,Green</list></item><item><list struct="atomic" id="1567">United States,yauco region,853,853,853,2013,german negron,Arabica,Other,Washed / Wet,18,2.26796,7.42,7.08,6.75,7.33,7.33,6.92,10.0,10.0,0.13,79.08,Green</list></item><item><list struct="atomic" id="1568">Mexico,&quot;la concordia, chiapas&quot;,1300,1300,1300,2013,alfredo bojalil,Arabica,Typica,Washed / Wet,250,1.0,7.33,7.0,6.75,7.08,7.17,7.25,9.33,10.0,0.12,78.92,Green</list></item><item><list struct="atomic" id="1569">United States,kona,0,0,0,2013,eileen koyanagi,Arabica,nan,Natural / Dry,11,0.907184,7.5,6.92,6.92,7.25,7.58,7.42,9.33,9.33,0.12,78.75,Green</list></item><item><list struct="atomic" id="1570">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.33,7.08,6.33,7.25,7.0,7.0,10.0,10.0,0.12,78.75,Green</list></item><item><list struct="atomic" id="1571">China,yunnan,1850,1850,1850,2013,adam ciruli ye,Arabica,Typica,Washed / Wet,1,2.0,7.0,6.92,6.83,7.17,7.17,7.17,10.0,9.33,0.0,78.67,Green</list></item><item><list struct="atomic" id="1572">China,yunnan,1200,1200,1200,2013,samuel eli gurel,Arabica,Typica,Washed / Wet,16,2.0,7.33,7.17,6.92,7.08,7.33,7.0,9.33,9.33,0.1,78.0,Green</list></item><item><list struct="atomic" id="1573">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.0,6.83,6.83,7.17,6.67,6.83,10.0,10.0,0.11,78.0,Green</list></item><item><list struct="atomic" id="1574">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.0,6.83,6.67,7.17,6.83,6.83,10.0,10.0,0.11,77.83,Green</list></item><item><list struct="atomic" id="1575">United States,kona,0,0,0,2013,kona pacific farmers cooperative,Arabica,nan,Natural / Dry,5,45.3592,7.58,7.67,7.58,7.67,7.42,7.42,9.33,6.0,0.12,77.58,Green</list></item><item><list struct="atomic" id="1576">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,1.0,7.08,6.92,6.33,7.0,6.92,7.0,10.0,10.0,0.11,77.42,Green</list></item><item><list struct="atomic" id="1577">Haiti,&quot;dondon, haiti&quot;,400,1250,825,2013,myriam kaplan-pasternak,Arabica,Typica,Washed / Wet,1,1.814368,6.83,6.83,6.83,6.75,6.92,6.92,9.33,10.0,0.1,77.25,Unknown</list></item><item><list struct="atomic" id="1578">United States,kona,0,0,0,2013,eileen koyanagi,Arabica,nan,Natural / Dry,9,0.907184,7.08,6.92,6.83,6.67,7.58,7.42,8.67,10.0,0.12,77.25,Green</list></item><item><list struct="atomic" id="1579">United States,kona,0,0,0,2013,eileen koyanagi,Arabica,nan,Natural / Dry,6,45.3592,7.5,7.33,7.33,7.58,7.67,7.25,8.0,8.0,0.0,76.17,Bluish-Green</list></item><item><list struct="atomic" id="1580">Mexico,chiapas,1700,1700,1700,2013,nestor mendez gomez,Arabica,Typica,Washed / Wet,275,1.0,7.08,7.0,6.83,7.5,7.33,6.83,8.0,10.0,0.12,74.67,Green</list></item><item><list struct="atomic" id="1581">Guatemala,oriente,1310,1310,1310,2013,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,6.5,6.33,6.5,7.5,7.33,6.83,8.67,8.67,0.11,74.33,Green</list></item><item><list struct="atomic" id="1582">Colombia,nan,0,0,0,2013,honor dela fuente,Arabica,nan,Natural / Dry,1,2.26796,8.0,7.33,7.75,7.33,7.42,7.67,6.67,6.67,0.0,72.83,Bluish-Green</list></item><item><list struct="atomic" id="1583">Uganda,sheema south western,1488,1488,1488,2013,ankole coffee producers coop,Robusta,nan,nan,300,60.0,7.83,8.08,7.75,7.92,8.25,7.92,10.0,8.0,0.12,83.75,Green</list></item><item><list struct="atomic" id="1584">Uganda,central,1212,1212,1212,2013,ugacof,Robusta,nan,nan,320,60.0,8.0,7.92,7.92,7.75,7.83,7.75,10.0,7.75,0.12,83.0,Green</list></item><item><list struct="atomic" id="1585">Uganda,luwero central region,1200,1300,1250,2013,katuka development trust ltd,Robusta,nan,nan,1,60.0,8.33,7.83,7.83,7.75,8.25,7.75,10.0,7.58,0.12,83.0,Green</list></item><item><list struct="atomic" id="1586">Uganda,eastern,1367,1367,1367,2013,kasozi coffee farmers association,Robusta,nan,nan,1,60.0,8.0,7.75,7.75,7.58,7.67,7.5,10.0,7.58,0.11,81.5,Green</list></item><item><list struct="atomic" id="1587">India,chikmagalur,750,750,750,2013,andrew hetzel,Robusta,nan,Natural / Dry,140,2.0,7.5,7.5,7.25,7.83,7.67,7.83,10.0,7.83,0.13,81.25,Blue-Green</list></item><item><list struct="atomic" id="1588">Uganda,western,1600,1600,1600,2013,kawacom uganda ltd,Robusta,nan,nan,1,60.0,7.33,7.58,7.5,7.75,7.75,7.67,10.0,7.75,0.12,80.92,Green</list></item><item><list struct="atomic" id="1589">Uganda,western,1745,1745,1745,2013,nitubaasa ltd,Robusta,nan,nan,20,60.0,7.83,7.58,7.33,7.67,7.5,7.5,10.0,7.75,0.12,80.58,Green</list></item><item><list struct="atomic" id="1590">Uganda,southern,1200,1200,1200,2013,mannya coffee project,Robusta,nan,nan,6,60.0,7.75,7.42,7.33,7.58,7.67,7.58,10.0,7.67,0.12,80.5,Green</list></item><item><list struct="atomic" id="1591">India,chikmagalur,750,750,750,2013,andrew hetzel,Robusta,nan,Natural / Dry,250,2.0,7.58,7.42,7.42,7.83,7.42,7.5,10.0,7.42,0.0,80.17,Green</list></item><item><list struct="atomic" id="1592">India,nan,0,0,0,2013,cafe politico,Robusta,nan,Natural / Dry,1,2.26796,7.42,6.83,6.75,7.17,7.25,7.0,9.33,7.08,0.1,75.08,Green</list></item><item><list struct="atomic" id="1593">Vietnam,nan,0,0,0,2013,cafe politico,Robusta,nan,Natural / Dry,1,2.26796,6.75,6.67,6.5,6.83,6.92,6.83,9.33,6.67,0.12,73.75,None</list></item><item><list struct="atomic" id="1594">Ethiopia,guji-hambela,1950,2200,2075,2014,metad plc,Arabica,nan,Washed / Wet,300,60.0,8.67,8.83,8.67,8.75,8.5,8.42,10.0,10.0,0.12,90.58,Green</list></item><item><list struct="atomic" id="1595">Ethiopia,guji-hambela,1950,2200,2075,2014,metad plc,Arabica,Other,Washed / Wet,300,60.0,8.75,8.67,8.5,8.58,8.42,8.42,10.0,10.0,0.12,89.92,Green</list></item><item><list struct="atomic" id="1596">Ethiopia,oromia,1800,2200,2000,2014,yidnekachew dabessa,Arabica,nan,Natural / Dry,320,60.0,8.17,8.58,8.42,8.42,8.5,8.25,10.0,10.0,0.11,89.0,Green</list></item><item><list struct="atomic" id="1597">Ethiopia,guji-hambela,1950,2200,2075,2014,metad plc,Arabica,Other,Washed / Wet,300,60.0,8.25,8.5,8.25,8.5,8.42,8.33,10.0,10.0,0.12,88.83,Green</list></item><item><list struct="atomic" id="1598">Ethiopia,&quot;snnp/kaffa zone,gimbowereda&quot;,1795,1850,1822,2014,diamond enterprise plc,Arabica,Other,Natural / Dry,50,60.0,8.08,8.58,8.5,8.5,7.67,8.42,10.0,10.0,0.1,88.25,Green</list></item><item><list struct="atomic" id="1599">Ethiopia,oromia,1855,1955,1905,2014,mohammed lalo,Arabica,nan,Natural / Dry,300,60.0,8.17,8.67,8.25,8.5,7.75,8.17,10.0,10.0,0.1,88.08,Unknown</list></item><item><list struct="atomic" id="1600">United States,antioquia,1872,1872,1872,2014,cqi q coffee sample representative,Arabica,Other,Washed / Wet,10,1.0,8.25,8.42,8.17,8.33,8.08,8.17,10.0,10.0,0.0,87.92,Unknown</list></item><item><list struct="atomic" id="1601">United States,antioquia,1943,1943,1943,2014,cqi q coffee sample representative,Arabica,Other,Washed / Wet,10,1.0,8.08,8.67,8.33,8.42,8.0,8.08,10.0,10.0,0.0,87.92,Unknown</list></item><item><list struct="atomic" id="1602">United States,antioquia,2080,2080,2080,2014,cqi q coffee sample representative,Arabica,Other,Washed / Wet,10,1.0,8.0,8.5,8.58,8.17,8.17,8.0,10.0,10.0,0.0,87.58,Unknown</list></item><item><list struct="atomic" id="1603">Ethiopia,gedio,1700,2000,1850,2014,essencecoffee,Arabica,Ethiopian Yirgacheffe,Natural / Dry,250,60.0,8.17,8.17,8.0,8.17,8.08,8.33,10.0,10.0,0.0,87.25,Unknown</list></item><item><list struct="atomic" id="1604">United States,antioquia,2019,2019,2019,2014,cqi q coffee sample representative,Arabica,Other,Washed / Wet,10,1.0,8.0,8.25,8.08,8.5,8.25,8.0,10.0,10.0,0.0,87.25,None</list></item><item><list struct="atomic" id="1605">Costa Rica,san ramon,1300,1300,1300,2014,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.360776,8.08,8.25,8.0,8.17,8.0,8.33,10.0,10.0,0.11,87.17,Green</list></item><item><list struct="atomic" id="1606">United States,antioquia,2112,2112,2112,2014,cqi q coffee sample representative,Arabica,Other,Washed / Wet,10,1.0,8.25,8.33,8.17,8.17,7.83,8.17,10.0,10.0,0.0,87.08,Unknown</list></item><item><list struct="atomic" id="1607">Ethiopia,oromia,1750,1800,1775,2014,hider abamecha,Arabica,nan,Natural / Dry,320,60.0,8.0,8.08,7.92,8.0,8.08,8.08,10.0,10.0,0.1,86.25,Green</list></item><item><list struct="atomic" id="1608">United States,antioquia,1941,1941,1941,2014,cqi q coffee sample representative,Arabica,Other,Washed / Wet,10,1.0,7.67,8.17,8.0,8.0,8.17,8.08,10.0,10.0,0.0,86.17,Unknown</list></item><item><list struct="atomic" id="1609">Kenya,nyeri,1754,1754,1754,2014,jungle estate,Arabica,SL28,Natural / Dry,12,60.0,8.08,8.08,8.0,8.0,7.83,8.08,10.0,10.0,0.11,86.08,Bluish-Green</list></item><item><list struct="atomic" id="1610">Uganda,eastern uganda,0,0,0,2014,great lakes coffee uganda,Arabica,nan,Semi-washed / Semi-pulped,1,60.0,8.08,8.08,7.83,7.92,8.08,7.92,10.0,10.0,0.0,86.0,Unknown</list></item><item><list struct="atomic" id="1611">Ethiopia,oromia,1800,2000,1900,2014,ibrahim hussien speciality coffee producer &amp;export,Arabica,nan,Washed / Wet,320,60.0,7.83,8.08,7.92,8.08,8.0,7.92,10.0,10.0,0.1,85.83,Green</list></item><item><list struct="atomic" id="1612">Panama,boquete,1680,1680,1680,2014,essencecoffee,Arabica,Caturra,Natural / Dry,100,60.0,8.0,7.75,7.83,7.83,7.67,8.58,10.0,10.0,0.09,85.5,Unknown</list></item><item><list struct="atomic" id="1613">Kenya,kirinyaga,1900,1900,1900,2014,essencecoffee,Arabica,SL28,Natural / Dry,16,60.0,7.92,7.92,7.83,8.08,7.83,7.92,10.0,10.0,0.1,85.5,Green</list></item><item><list struct="atomic" id="1614">Guatemala,huehuetenango,1770,1770,1770,2014,essencecoffee,Arabica,Pacamara,Natural / Dry,36,30.0,7.83,7.75,7.83,7.67,7.83,8.58,10.0,10.0,0.11,85.33,Green</list></item><item><list struct="atomic" id="1615">Costa Rica,west valley,1300,1300,1300,2014,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.360776,7.92,8.08,8.0,7.92,8.0,8.08,10.0,9.33,0.0,85.33,Bluish-Green</list></item><item><list struct="atomic" id="1616">Costa Rica,san ramon,1300,1300,1300,2014,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.360776,8.0,7.58,7.58,7.67,8.08,8.5,10.0,10.0,0.1,85.33,Bluish-Green</list></item><item><list struct="atomic" id="1617">Ethiopia,aricha,1700,1700,1700,2014,steven kil,Arabica,nan,Natural / Dry,100,60.0,8.42,8.0,7.42,8.0,7.92,7.92,9.33,10.0,0.1,85.08,Green</list></item><item><list struct="atomic" id="1618">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,12,45.3592,7.58,7.83,7.83,7.92,7.83,8.17,10.0,10.0,0.11,85.08,Bluish-Green</list></item><item><list struct="atomic" id="1619">&quot;Tanzania, United Republic Of&quot;,mbeya,1620,1620,1620,2014,taylor winch (t) ltd,Arabica,Other,Washed / Wet,134,60.0,8.0,7.83,7.83,7.92,7.75,7.75,10.0,10.0,0.12,84.92,Green</list></item><item><list struct="atomic" id="1620">Kenya,nyeri,1800,1800,1800,2014,lydiah mwangi,Arabica,SL34,Washed / Wet,150,60.0,7.92,7.83,7.58,7.92,7.75,7.83,10.0,10.0,0.13,84.75,Green</list></item><item><list struct="atomic" id="1621">Honduras,marcala,1450,1450,1450,2014,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.83,7.75,8.0,7.67,7.67,7.67,10.0,10.0,0.11,84.75,Green</list></item><item><list struct="atomic" id="1622">Ethiopia,yirgacheffe,1900,1900,1900,2014,essencecoffee,Arabica,Ethiopian Yirgacheffe,Washed / Wet,250,30.0,8.08,7.83,7.75,7.83,7.58,7.67,10.0,10.0,0.1,84.67,Unknown</list></item><item><list struct="atomic" id="1623">Costa Rica,costa rica,1750,1750,1750,2014,essencecoffee,Arabica,Other,Other,20,69.0,7.67,7.58,7.75,7.75,7.67,8.58,10.0,10.0,0.08,84.67,Green</list></item><item><list struct="atomic" id="1624">Costa Rica,west valley,1200,1200,1200,2014,eric thormaehlen,Arabica,Catuai,Washed / Wet,275,1.0,8.0,7.58,7.83,7.75,7.75,7.75,10.0,10.0,0.11,84.67,Green</list></item><item><list struct="atomic" id="1625">Guatemala,jalapa,1524,1524,1524,2014,juan luis alvarado romero,Arabica,Pacas,Washed / Wet,250,69.0,7.75,7.83,7.67,7.92,7.75,7.83,10.0,10.0,0.11,84.58,Green</list></item><item><list struct="atomic" id="1626">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,8.0,7.92,7.67,7.58,7.58,7.67,10.0,10.0,0.09,84.58,Green</list></item><item><list struct="atomic" id="1627">Colombia,huila,1600,1950,1775,2014,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.92,7.75,7.67,7.92,7.67,7.75,10.0,10.0,0.0,84.42,Green</list></item><item><list struct="atomic" id="1628">&quot;Tanzania, United Republic Of&quot;,shizingo village,1620,1620,1620,2014,tembo coffee company ltd,Arabica,Other,Washed / Wet,10,60.0,7.83,7.67,7.75,7.83,7.67,7.67,10.0,10.0,0.12,84.25,Green</list></item><item><list struct="atomic" id="1629">&quot;Tanzania, United Republic Of&quot;,mbeya,1600,1600,1600,2014,taylor winch (t) ltd,Arabica,Other,Washed / Wet,65,60.0,7.83,7.75,7.75,7.75,7.67,7.75,10.0,10.0,0.12,84.25,Green</list></item><item><list struct="atomic" id="1630">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Bourbon,Other,250,69.0,7.83,7.83,7.5,7.92,7.58,7.75,10.0,10.0,0.1,84.25,Green</list></item><item><list struct="atomic" id="1631">Costa Rica,tarrazu,1850,1850,1850,2014,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,320,69.0,7.67,7.75,7.67,7.75,7.5,8.0,10.0,10.0,0.0,84.17,Blue-Green</list></item><item><list struct="atomic" id="1632">Ethiopia,snnprg; kafa; telo woreda; shada kebele,1545,1668,1606,2014,asefa dukamo keroma,Arabica,Gesha,Natural / Dry,320,60.0,7.5,7.92,7.58,7.83,7.75,7.83,10.0,10.0,0.1,84.17,Green</list></item><item><list struct="atomic" id="1633">&quot;Tanzania, United Republic Of&quot;,arusha,1400,1400,1400,2014,selian coffee estate,Arabica,Other,Washed / Wet,10,60.0,7.92,7.75,7.75,7.75,7.75,7.58,10.0,10.0,0.13,84.17,Green</list></item><item><list struct="atomic" id="1634">Colombia,huila,1600,1950,1775,2014,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,200,70.0,7.92,7.75,7.67,7.75,7.67,7.67,10.0,10.0,0.0,84.08,Unknown</list></item><item><list struct="atomic" id="1635">Guatemala,&quot;aldea xeucalvitz, ixil region, quiche department&quot;,1550,1550,1550,2014,lusso lab,Arabica,Bourbon,Washed / Wet,1,2.0,7.58,7.75,7.67,8.0,7.75,7.67,10.0,10.0,0.1,84.08,Bluish-Green</list></item><item><list struct="atomic" id="1636">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Bourbon,Natural / Dry,250,69.0,7.92,7.67,7.42,7.92,7.75,7.83,10.0,10.0,0.1,84.0,Green</list></item><item><list struct="atomic" id="1637">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Bourbon,Other,250,69.0,7.75,7.83,7.5,7.83,7.58,7.67,10.0,10.0,0.1,84.0,Green</list></item><item><list struct="atomic" id="1638">Colombia,huila,1480,1480,1480,2014,olam agro colombia,Arabica,nan,Washed / Wet,250,1.0,7.67,7.75,7.67,7.67,7.67,7.75,10.0,10.0,0.12,84.0,Green</list></item><item><list struct="atomic" id="1639">Colombia,huila,1600,1950,1775,2014,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,138,70.0,7.67,7.67,7.5,7.5,7.67,7.67,10.0,10.0,0.12,84.0,Green</list></item><item><list struct="atomic" id="1640">Colombia,huila,0,0,0,2014,federacion nacional de cafeteros,Arabica,nan,Washed / Wet,275,2.0,7.83,7.75,7.58,7.58,7.75,7.75,10.0,10.0,0.0,83.92,None</list></item><item><list struct="atomic" id="1641">Colombia,huila,1600,1950,1775,2014,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.75,7.58,7.67,7.83,7.83,7.67,10.0,10.0,0.0,83.92,Green</list></item><item><list struct="atomic" id="1642">Ethiopia,oromia,1650,1703,1676,2014,yasmin cofffee plantation plc,Arabica,nan,Natural / Dry,320,60.0,7.75,7.75,7.67,7.67,7.58,7.67,10.0,10.0,0.12,83.83,Green</list></item><item><list struct="atomic" id="1643">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.58,7.83,7.33,8.0,7.58,7.75,10.0,10.0,0.1,83.83,Green</list></item><item><list struct="atomic" id="1644">Colombia,huila,1600,1950,1775,2014,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,100,70.0,7.67,7.67,7.67,7.92,7.5,7.67,10.0,10.0,0.0,83.75,Green</list></item><item><list struct="atomic" id="1645">Colombia,huila,1500,1600,1550,2014,olam agro colombia,Arabica,Other,Washed / Wet,250,70.0,7.67,7.42,7.42,7.42,8.0,8.33,10.0,10.0,0.0,83.75,Green</list></item><item><list struct="atomic" id="1646">Thailand,thailand,800,800,800,2014,doi tung development project,Arabica,nan,Washed / Wet,1,1.0,7.5,7.75,7.58,7.83,7.67,7.58,10.0,10.0,0.12,83.67,Bluish-Green</list></item><item><list struct="atomic" id="1647">Guatemala,huehuetenango,1356,1356,1356,2014,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,275,69.0,8.0,7.5,7.33,8.0,8.0,8.0,9.33,10.0,0.1,83.67,Green</list></item><item><list struct="atomic" id="1648">Ethiopia,yirgacheffe,1700,2000,1850,2014,essencecoffee,Arabica,Other,Washed / Wet,250,60.0,7.75,7.67,7.58,7.67,7.5,7.67,10.0,10.0,0.0,83.58,Unknown</list></item><item><list struct="atomic" id="1649">Ethiopia,oromia,1600,1600,1600,2014,debesa agro industry plc,Arabica,nan,Natural / Dry,320,60.0,7.67,7.75,7.5,7.58,7.75,7.67,10.0,10.0,0.1,83.5,Unknown</list></item><item><list struct="atomic" id="1650">Colombia,huila,0,0,0,2014,federacion nacional de cafeteros,Arabica,nan,Washed / Wet,275,2.0,7.67,7.42,7.67,7.83,7.58,7.67,10.0,10.0,0.0,83.5,Unknown</list></item><item><list struct="atomic" id="1651">Colombia,huila,1850,1850,1850,2014,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,275,70.0,8.0,7.58,7.25,7.58,7.92,7.58,10.0,10.0,0.11,83.5,Green</list></item><item><list struct="atomic" id="1652">Brazil,vale da grama,0,0,0,2014,bourbon specialty coffees,Arabica,Yellow Bourbon,Semi-washed / Semi-pulped,300,60.0,7.33,7.83,7.75,7.5,7.42,7.83,10.0,10.0,0.12,83.42,Green</list></item><item><list struct="atomic" id="1653">&quot;Tanzania, United Republic Of&quot;,karatu northern,1600,1600,1600,2014,ngila estate ltd,Arabica,Bourbon,Washed / Wet,39,60.0,7.75,7.67,7.58,7.67,7.58,7.58,10.0,10.0,0.13,83.42,Green</list></item><item><list struct="atomic" id="1654">Guatemala,antigua,1500,1500,1500,2014,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,250,69.0,7.67,7.75,7.5,7.83,7.58,7.5,10.0,10.0,0.1,83.42,Green</list></item><item><list struct="atomic" id="1655">&quot;Tanzania, United Republic Of&quot;,arusha,1700,1700,1700,2014,afca,Arabica,Other,Semi-washed / Semi-pulped,10,60.0,7.75,7.58,7.67,7.58,7.58,7.58,10.0,10.0,0.12,83.33,Green</list></item><item><list struct="atomic" id="1656">Costa Rica,san ramon,1300,1300,1300,2014,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.360776,7.67,7.67,7.42,7.67,7.67,7.67,10.0,10.0,0.12,83.33,Green</list></item><item><list struct="atomic" id="1657">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,12,45.3592,7.83,7.58,7.83,7.67,7.92,8.0,9.33,9.33,0.11,83.33,Bluish-Green</list></item><item><list struct="atomic" id="1658">Guatemala,antigua,1500,1500,1500,2014,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,26,69.0,7.5,7.67,7.58,7.67,7.67,7.5,10.0,10.0,0.1,83.25,Green</list></item><item><list struct="atomic" id="1659">Kenya,kenya,1,500,250,2014,taylor winch (coffee) ltd.,Arabica,SL28,Washed / Wet,300,2.0,7.83,7.75,7.67,7.75,7.83,8.5,9.33,9.33,0.1,83.17,Bluish-Green</list></item><item><list struct="atomic" id="1660">Thailand,thailand,800,800,800,2014,doi tung development project,Arabica,nan,Washed / Wet,1,1.0,7.67,7.58,7.58,7.75,7.42,7.67,10.0,10.0,0.12,83.17,Bluish-Green</list></item><item><list struct="atomic" id="1661">&quot;Tanzania, United Republic Of&quot;,mbinga,1653,1653,1653,2014,tutunze kahawa ltd,Arabica,Other,Washed / Wet,180,60.0,7.58,7.67,7.67,7.58,7.42,7.58,10.0,10.0,0.13,83.17,Bluish-Green</list></item><item><list struct="atomic" id="1662">Colombia,huila,1600,1950,1775,2014,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,232,70.0,7.58,7.5,7.5,7.67,7.5,7.67,10.0,10.0,0.0,83.17,Unknown</list></item><item><list struct="atomic" id="1663">Uganda,eastern,1800,1800,1800,2014,kabum trading company,Arabica,SL14,Washed / Wet,84,60.0,8.0,7.67,7.5,7.42,7.33,7.58,10.0,10.0,0.1,83.17,Bluish-Green</list></item><item><list struct="atomic" id="1664">Colombia,nan,0,0,0,2014,cafe politico,Arabica,nan,Washed / Wet,1,1.814368,7.58,7.75,7.5,7.58,7.58,7.58,10.0,10.0,0.11,83.17,Green</list></item><item><list struct="atomic" id="1665">Guatemala,san marcos,1524,1524,1524,2014,juan luis alvarado romero,Arabica,Catuai,Washed / Wet,200,69.0,7.33,7.83,7.17,8.17,7.33,7.67,10.0,10.0,0.09,83.17,Green</list></item><item><list struct="atomic" id="1666">&quot;Tanzania, United Republic Of&quot;,kilimanjaro,1800,1800,1800,2014,balam hinyula,Arabica,Bourbon,Washed / Wet,300,1.0,7.58,7.5,7.58,7.75,7.58,7.58,10.0,10.0,0.12,83.17,Green</list></item><item><list struct="atomic" id="1667">Costa Rica,central valley,1200,1400,1300,2014,eric thormaehlen,Arabica,Catuai,Washed / Wet,250,1.0,7.83,7.33,7.5,7.67,7.58,7.67,10.0,10.0,0.1,83.08,Green</list></item><item><list struct="atomic" id="1668">Vietnam,vietnam cau dat,1550,1550,1550,2014,&quot;sunvirtue co., ltd.&quot;,Arabica,Caturra,Other,2,2.0,7.75,7.67,7.58,7.58,7.42,7.67,9.33,10.0,0.0,83.0,Green</list></item><item><list struct="atomic" id="1669">Brazil,high mogiana,900,1100,1000,2014,irene alves santos,Arabica,Catuai,Natural / Dry,305,2.0,7.67,7.67,7.67,7.5,7.42,7.5,10.0,10.0,0.0,83.0,Green</list></item><item><list struct="atomic" id="1670">Guatemala,antigua,1500,1500,1500,2014,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,26,69.0,7.67,7.67,7.42,7.83,7.5,7.5,10.0,10.0,0.1,83.0,Green</list></item><item><list struct="atomic" id="1671">Philippines,asia pacific,1600,1600,1600,2014,zarah zamora perez,Arabica,Other,Washed / Wet,4,2.0,8.08,7.5,7.67,7.42,7.33,7.5,10.0,10.0,0.0,82.92,Bluish-Green</list></item><item><list struct="atomic" id="1672">Guatemala,antigua,1500,1500,1500,2014,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.75,7.5,7.42,7.58,7.67,7.5,10.0,10.0,0.1,82.92,Green</list></item><item><list struct="atomic" id="1673">Guatemala,antigua,1500,1500,1500,2014,juan luis alvarado romero,Arabica,Caturra,Natural / Dry,26,69.0,7.67,7.83,7.42,7.5,7.33,7.5,10.0,10.0,0.1,82.92,Green</list></item><item><list struct="atomic" id="1674">Vietnam,vietnam tutra,1040,1040,1040,2014,&quot;sunvirtue co., ltd.&quot;,Arabica,Other,Other,3,2.0,7.25,7.58,7.5,7.42,7.75,7.42,10.0,10.0,0.11,82.83,Green</list></item><item><list struct="atomic" id="1675">Colombia,huila,1200,2000,1600,2014,essencecoffee,Arabica,Other,Washed / Wet,100,24.0,7.83,7.67,7.5,7.58,7.5,7.67,10.0,10.0,0.0,82.83,Unknown</list></item><item><list struct="atomic" id="1676">United States,berastagi,1200,1200,1200,2014,joshua marsceau,Arabica,Other,Other,300,60.0,7.42,7.58,7.25,7.5,7.75,7.75,10.0,10.0,0.0,82.83,Unknown</list></item><item><list struct="atomic" id="1677">Guatemala,antigua,1500,1500,1500,2014,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.67,7.67,7.75,7.67,7.42,7.17,10.0,10.0,0.1,82.83,Green</list></item><item><list struct="atomic" id="1678">Colombia,huila,1600,1950,1775,2014,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,250,70.0,7.5,7.58,7.58,7.75,7.33,7.5,10.0,10.0,0.0,82.75,Blue-Green</list></item><item><list struct="atomic" id="1679">Malawi,mzuzu,1442,1442,1442,2014,afca,Arabica,Gesha,Washed / Wet,29,60.0,7.75,7.58,7.42,7.5,7.33,7.5,10.0,10.0,0.12,82.75,Bluish-Green</list></item><item><list struct="atomic" id="1680">Guatemala,jalapa,1524,1524,1524,2014,juan luis alvarado romero,Arabica,Pacas,Washed / Wet,250,69.0,7.75,7.42,7.25,7.75,7.5,7.67,10.0,10.0,0.13,82.75,Green</list></item><item><list struct="atomic" id="1681">Colombia,huila,165,165,165,2014,coffee export,Arabica,Typica,Washed / Wet,275,1.0,7.67,7.42,7.42,7.58,7.33,7.67,10.0,10.0,0.12,82.75,Green</list></item><item><list struct="atomic" id="1682">Brazil,monte carmelo,0,0,0,2014,bourbon specialty coffees,Arabica,Catuai,Natural / Dry,300,60.0,7.33,7.5,7.58,7.58,7.67,7.5,10.0,10.0,0.12,82.67,Unknown</list></item><item><list struct="atomic" id="1683">&quot;Tanzania, United Republic Of&quot;,karatu arusha,1700,1700,1700,2014,nitin coffee estate,Arabica,Other,Washed / Wet,93,60.0,7.5,7.5,7.5,7.5,7.5,7.58,10.0,10.0,0.12,82.67,Green</list></item><item><list struct="atomic" id="1684">&quot;Tanzania, United Republic Of&quot;,mbinga,1550,1550,1550,2014,taylor winch (t) ltd,Arabica,Bourbon,Washed / Wet,77,60.0,7.58,7.5,7.5,7.58,7.33,7.58,10.0,10.0,0.12,82.67,Green</list></item><item><list struct="atomic" id="1685">Mexico,la yerba,1296,1296,1296,2014,productos y servicios chilindron s.a. de c.v.,Arabica,Typica,Natural / Dry,11,1.0,7.67,7.58,7.42,7.5,7.42,7.5,10.0,10.0,0.11,82.67,Green</list></item><item><list struct="atomic" id="1686">Thailand,thailand,800,800,800,2014,doi tung development project,Arabica,nan,Washed / Wet,1,1.0,7.75,7.33,7.42,7.67,7.42,7.5,10.0,10.0,0.12,82.58,Green</list></item><item><list struct="atomic" id="1687">&quot;Tanzania, United Republic Of&quot;,ikand village,1317,1317,1317,2014,tembo coffee company ltd,Arabica,Other,Washed / Wet,10,60.0,7.75,7.42,7.33,7.5,7.58,7.5,10.0,10.0,0.12,82.58,Unknown</list></item><item><list struct="atomic" id="1688">Mexico,veracruz,0,0,0,2014,dane loraas,Arabica,nan,Washed / Wet,320,2.26796,7.58,7.58,7.42,7.75,7.67,7.67,9.33,10.0,0.0,82.58,Green</list></item><item><list struct="atomic" id="1689">Thailand,thailand,800,800,800,2014,doi tung development project,Arabica,nan,Washed / Wet,1,1.0,7.5,7.83,7.5,7.75,7.33,7.42,9.33,10.0,0.12,82.5,Green</list></item><item><list struct="atomic" id="1690">&quot;Tanzania, United Republic Of&quot;,karatu arusha,1600,1600,1600,2014,shah plantations,Arabica,Other,Washed / Wet,37,60.0,7.67,7.42,7.33,7.58,7.5,7.5,10.0,10.0,0.12,82.5,Green</list></item><item><list struct="atomic" id="1691">&quot;Tanzania, United Republic Of&quot;,moshi,0,0,0,2014,amkeni gourmet coffee group,Arabica,Other,Washed / Wet,5,60.0,7.75,7.0,7.42,7.58,7.58,7.58,10.0,10.0,0.12,82.5,Bluish-Green</list></item><item><list struct="atomic" id="1692">Mexico,la yerba,1296,1296,1296,2014,productos y servicios chilindron s.a. de c.v.,Arabica,Typica,Washed / Wet,10,1.0,7.42,7.5,7.42,7.58,7.42,7.5,10.0,10.0,0.11,82.42,Green</list></item><item><list struct="atomic" id="1693">Malawi,mzuzu,1450,1450,1450,2014,afca,Arabica,Gesha,Washed / Wet,10,60.0,7.33,7.58,7.42,7.58,7.33,7.5,10.0,10.0,0.12,82.33,Green</list></item><item><list struct="atomic" id="1694">Guatemala,jalapa,1524,1524,1524,2014,juan luis alvarado romero,Arabica,Pacas,Washed / Wet,250,69.0,7.58,7.67,7.5,7.58,7.75,7.5,9.33,10.0,0.12,82.33,Green</list></item><item><list struct="atomic" id="1695">Mexico,veracruz,0,0,0,2014,dane loraas,Arabica,nan,Washed / Wet,320,2.26796,7.33,7.58,7.42,7.5,7.5,7.5,10.0,10.0,0.11,82.33,Green</list></item><item><list struct="atomic" id="1696">Malawi,mzuzu,1180,1180,1180,2014,afca,Arabica,Gesha,Washed / Wet,10,60.0,7.58,7.42,7.33,7.42,7.58,7.5,10.0,10.0,0.13,82.25,Blue-Green</list></item><item><list struct="atomic" id="1697">Thailand,thailand,800,800,800,2014,doi tung development project,Arabica,nan,Washed / Wet,1,1.0,7.42,7.42,7.17,7.75,7.25,7.67,10.0,10.0,0.12,82.17,Bluish-Green</list></item><item><list struct="atomic" id="1698">Guatemala,atitlan,1500,1500,1500,2014,essencecoffee,Arabica,Bourbon,Washed / Wet,250,69.0,7.42,7.42,7.5,7.5,7.42,7.5,10.0,10.0,0.09,82.17,Blue-Green</list></item><item><list struct="atomic" id="1699">Brazil,cerrado,0,0,0,2014,bourbon specialty coffees,Arabica,Mundo Novo,Natural / Dry,300,60.0,7.58,7.5,7.42,7.25,7.5,7.42,10.0,10.0,0.12,82.17,Green</list></item><item><list struct="atomic" id="1700">&quot;Tanzania, United Republic Of&quot;,&quot;ilomba vilage, mbozi&quot;,1700,1700,1700,2014,tembo coffee company ltd,Arabica,Other,Washed / Wet,10,60.0,7.75,7.42,7.42,7.58,7.33,7.42,10.0,10.0,0.12,82.17,Green</list></item><item><list struct="atomic" id="1701">&quot;Tanzania, United Republic Of&quot;,kilimanjaro,1500,1500,1500,2014,balam hinyula,Arabica,Bourbon,Washed / Wet,300,2.0,7.42,7.33,7.42,7.42,7.5,7.58,10.0,10.0,0.12,82.08,Green</list></item><item><list struct="atomic" id="1702">&quot;Tanzania, United Republic Of&quot;,ngorogoro,1500,1700,1600,2014,ngorogoro convenant estate,Arabica,Other,Washed / Wet,1,60.0,7.42,7.5,7.5,7.33,7.33,7.5,10.0,10.0,0.12,82.08,Green</list></item><item><list struct="atomic" id="1703">&quot;Tanzania, United Republic Of&quot;,meru,1300,1400,1350,2014,finca estate,Arabica,Other,Washed / Wet,1,60.0,7.42,7.42,7.33,7.58,7.33,7.42,10.0,10.0,0.12,82.0,Green</list></item><item><list struct="atomic" id="1704">Malawi,mzuzu,2500,2500,2500,2014,afca,Arabica,Gesha,Washed / Wet,16,60.0,7.5,7.42,7.33,7.58,7.33,7.5,10.0,10.0,0.13,82.0,Bluish-Green</list></item><item><list struct="atomic" id="1705">Honduras,occidental,1400,1400,1400,2014,beneficio santa rosa,Arabica,Caturra,Washed / Wet,275,69.0,7.33,7.33,7.33,7.5,7.5,7.83,10.0,10.0,0.11,82.0,Green</list></item><item><list struct="atomic" id="1706">&quot;Tanzania, United Republic Of&quot;,mbeya,1877,1877,1877,2014,mcomafa co ltd,Arabica,Other,Washed / Wet,114,60.0,7.33,7.33,7.33,7.42,7.5,7.58,10.0,10.0,0.12,81.92,Green</list></item><item><list struct="atomic" id="1707">Zambia,mubuyu estate,1000,1500,1250,2014,lusso lab,Arabica,SL28,Washed / Wet,13,2.0,7.67,7.08,7.42,7.33,7.75,7.42,10.0,10.0,0.0,81.92,Unknown</list></item><item><list struct="atomic" id="1708">Indonesia,lington nihuta,1300,1300,1300,2014,essencecoffee,Arabica,Typica,Other,300,10.0,7.42,7.42,7.42,7.33,7.42,7.42,10.0,10.0,0.11,81.83,None</list></item><item><list struct="atomic" id="1709">Malawi,kakoma,1556,1556,1556,2014,afca,Arabica,Gesha,Washed / Wet,24,60.0,7.58,7.42,7.33,7.33,7.33,7.42,10.0,10.0,0.13,81.83,Green</list></item><item><list struct="atomic" id="1710">Honduras,comayagua,1350,1350,1350,2014,nan,Arabica,Caturra,Natural / Dry,275,1.0,7.5,7.5,7.33,7.33,7.33,7.33,10.0,10.0,0.1,81.83,Green</list></item><item><list struct="atomic" id="1711">Mexico,&quot;siltepec el triunfo, chiapas, mexico&quot;,1550,1550,1550,2014,kurt kappeli,Arabica,Typica,Washed / Wet,280,2.0,7.42,7.42,7.25,7.5,7.33,7.42,10.0,10.0,0.11,81.83,Green</list></item><item><list struct="atomic" id="1712">Vietnam,vietnam,1040,1040,1040,2014,&quot;sunvirtue co., ltd.&quot;,Arabica,Caturra,Washed / Wet,1,2.0,7.0,7.08,7.33,7.5,7.5,7.33,10.0,10.0,0.12,81.75,Bluish-Green</list></item><item><list struct="atomic" id="1713">&quot;Tanzania, United Republic Of&quot;,ngorogoro,1500,1700,1600,2014,ngorogoro convenant estate,Arabica,Other,Washed / Wet,1,60.0,7.42,7.42,7.42,7.42,7.33,7.33,10.0,10.0,0.12,81.75,Bluish-Green</list></item><item><list struct="atomic" id="1714">&quot;Tanzania, United Republic Of&quot;,mbinga,1200,1800,1500,2014,dae ltd company,Arabica,Other,Washed / Wet,20,60.0,7.42,7.33,7.25,7.42,7.5,7.42,10.0,10.0,0.12,81.67,Green</list></item><item><list struct="atomic" id="1715">Honduras,comayagua,1400,1400,1400,2014,nan,Arabica,Caturra,Natural / Dry,275,1.0,7.5,7.33,7.5,7.5,7.17,7.17,10.0,10.0,0.1,81.67,Green</list></item><item><list struct="atomic" id="1716">Mexico,veracruz,0,0,0,2014,dane loraas,Arabica,nan,Washed / Wet,320,2.26796,7.42,7.42,7.67,8.0,7.58,7.5,9.33,10.0,0.0,81.67,Green</list></item><item><list struct="atomic" id="1717">&quot;Tanzania, United Republic Of&quot;,&quot;oldeani , mongola&quot;,1800,1800,1800,2014,acacia hills ltd,Arabica,Other,Washed / Wet,100,60.0,7.42,7.42,7.33,7.42,7.42,7.33,10.0,10.0,0.12,81.58,Green</list></item><item><list struct="atomic" id="1718">Malawi,mzuzu,1100,1100,1100,2014,afca,Arabica,Gesha,Washed / Wet,10,60.0,7.42,7.42,7.17,7.58,7.33,7.33,10.0,10.0,0.13,81.58,Green</list></item><item><list struct="atomic" id="1719">Costa Rica,occidental,1200,1200,1200,2014,santa laura exportadora de cafe s.l.e.c. s.a.,Arabica,Caturra,Washed / Wet,250,1.0,7.83,7.33,7.08,7.08,7.33,7.5,10.0,10.0,0.12,81.5,Green</list></item><item><list struct="atomic" id="1720">Malawi,mzuzu,1599,1599,1599,2014,afca,Arabica,Gesha,Washed / Wet,15,60.0,7.67,7.42,6.92,7.5,7.5,7.17,10.0,10.0,0.12,81.5,Green</list></item><item><list struct="atomic" id="1721">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Other,Washed / Wet,250,69.0,7.5,7.42,7.17,7.58,7.25,7.42,10.0,10.0,0.12,81.5,Green</list></item><item><list struct="atomic" id="1722">Malawi,mzuzu,1422,1422,1422,2014,afca,Arabica,Gesha,Washed / Wet,12,60.0,7.58,7.17,7.33,7.42,7.08,7.42,10.0,10.0,0.12,81.42,Bluish-Green</list></item><item><list struct="atomic" id="1723">Guatemala,&quot;san lucas toliman, solola&quot;,1550,1550,1550,2014,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.42,7.5,7.17,7.42,7.42,7.42,10.0,10.0,0.1,81.42,Green</list></item><item><list struct="atomic" id="1724">Mexico,siltepec el triunfo,1550,1550,1550,2014,kurt kappeli,Arabica,Typica,Washed / Wet,280,2.0,7.67,7.33,7.25,7.17,7.25,7.42,10.0,10.0,0.0,81.42,Green</list></item><item><list struct="atomic" id="1725">Philippines,&quot;davao city, region 11&quot;,1400,1400,1400,2014,victoria,Arabica,Other,Washed / Wet,2,2.0,7.08,7.33,7.42,7.33,7.33,7.5,10.0,10.0,0.14,81.33,Green</list></item><item><list struct="atomic" id="1726">Malawi,mzuzu,1200,1200,1200,2014,afca,Arabica,Gesha,Washed / Wet,31,60.0,7.75,7.33,7.08,7.33,7.33,7.25,10.0,10.0,0.13,81.33,Green</list></item><item><list struct="atomic" id="1727">Honduras,san marcos,1450,1450,1450,2014,mayra yessenia torres,Arabica,Catuai,Washed / Wet,275,1.0,7.33,7.33,7.17,7.33,7.5,7.33,10.0,10.0,0.12,81.33,Green</list></item><item><list struct="atomic" id="1728">Guatemala,huehuetenango,1700,1700,1700,2014,essencecoffee,Arabica,Pacamara,Washed / Wet,36,24.94756,7.33,7.42,7.17,7.25,7.42,7.33,10.0,10.0,0.09,81.25,Bluish-Green</list></item><item><list struct="atomic" id="1729">&quot;Tanzania, United Republic Of&quot;,karatu ngorogoro,1700,1700,1700,2014,shangrilla estate ltd,Arabica,Other,Washed / Wet,100,60.0,7.33,7.17,7.17,7.5,7.25,7.42,10.0,10.0,0.13,81.25,Green</list></item><item><list struct="atomic" id="1730">Philippines,corillera administrative,1200,1200,1200,2014,victoria,Arabica,Typica,Natural / Dry,2,2.0,7.25,7.25,7.25,7.08,7.58,7.5,10.0,10.0,0.0,81.17,None</list></item><item><list struct="atomic" id="1731">&quot;Tanzania, United Republic Of&quot;,mbinga,1550,1550,1550,2014,taylor winch (t) ltd,Arabica,Bourbon,Washed / Wet,320,60.0,7.58,7.17,7.17,7.33,7.33,7.25,10.0,10.0,0.12,81.17,Bluish-Green</list></item><item><list struct="atomic" id="1732">Malawi,southern- zomba,990,1000,995,2014,afca,Arabica,Caturra,Washed / Wet,300,60.0,7.58,7.25,7.33,7.08,7.33,7.33,10.0,10.0,0.12,81.17,Green</list></item><item><list struct="atomic" id="1733">Costa Rica,central valley,1200,1400,1300,2014,eric thormaehlen,Arabica,Catuai,Washed / Wet,250,1.0,7.33,7.08,7.33,7.25,7.33,7.58,10.0,10.0,0.11,81.17,Green</list></item><item><list struct="atomic" id="1734">United States,central america,1706,1706,1706,2014,wali ali,Arabica,Pache Comun,Natural / Dry,1,2.26796,7.42,7.17,7.33,7.42,7.25,7.33,10.0,10.0,0.0,81.08,Unknown</list></item><item><list struct="atomic" id="1735">&quot;Tanzania, United Republic Of&quot;,&quot;iwala village, mbeya rural&quot;,1456,1456,1456,2014,taylor winch (t) ltd,Arabica,Other,Washed / Wet,54,60.0,7.42,7.33,7.33,7.25,7.25,7.33,10.0,10.0,0.13,81.08,Green</list></item><item><list struct="atomic" id="1736">Costa Rica,naranjo,1500,1500,1500,2014,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.0,7.42,7.25,7.17,7.25,7.25,7.58,10.0,10.0,0.13,81.08,Green</list></item><item><list struct="atomic" id="1737">Honduras,san marcos,1350,1350,1350,2014,mayra yessenia torres,Arabica,Caturra,Natural / Dry,275,18975.0,7.42,7.25,7.25,7.33,7.25,7.17,10.0,10.0,0.12,81.0,Green</list></item><item><list struct="atomic" id="1738">Brazil,cerrado,0,0,0,2014,bourbon specialty coffees,Arabica,Mundo Novo,Natural / Dry,300,60.0,7.67,7.75,7.83,7.75,7.83,7.75,10.0,10.0,0.12,81.0,Green</list></item><item><list struct="atomic" id="1739">&quot;Tanzania, United Republic Of&quot;,arusha,1525,1525,1525,2014,mlimani ngarashi,Arabica,Other,Washed / Wet,1,60.0,7.33,7.33,7.08,7.42,7.17,7.33,10.0,10.0,0.12,81.0,Green</list></item><item><list struct="atomic" id="1740">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,7,45.3592,7.42,7.08,7.17,7.17,7.58,7.25,10.0,10.0,0.1,80.92,Bluish-Green</list></item><item><list struct="atomic" id="1741">&quot;Tanzania, United Republic Of&quot;,&quot;manyara, karatu&quot;,1700,1700,1700,2014,karatu estate,Arabica,Other,Washed / Wet,250,60.0,7.33,7.17,7.17,7.25,7.42,7.33,10.0,10.0,0.12,80.92,Green</list></item><item><list struct="atomic" id="1742">Guatemala,jalapa,1524,1524,1524,2014,juan luis alvarado romero,Arabica,Pacas,Washed / Wet,250,69.0,7.58,7.42,6.92,7.5,7.25,7.17,10.0,10.0,0.12,80.92,Green</list></item><item><list struct="atomic" id="1743">Panama,boquete,1680,1680,1680,2014,essencecoffee,Arabica,Caturra,Other,100,60.0,7.25,7.33,7.17,7.33,7.33,7.17,10.0,10.0,0.11,80.75,Green</list></item><item><list struct="atomic" id="1744">Costa Rica,san ramon,1300,1300,1300,2014,the coffee source inc.,Arabica,Caturra,Washed / Wet,250,1.360776,7.33,7.33,7.25,7.25,7.17,7.17,10.0,10.0,0.11,80.75,Green</list></item><item><list struct="atomic" id="1745">Malawi,southern- zomba,990,1000,995,2014,afca,Arabica,Caturra,Washed / Wet,100,60.0,7.5,7.25,7.17,7.17,7.25,7.17,10.0,10.0,0.12,80.67,Bluish-Green</list></item><item><list struct="atomic" id="1746">Mexico,&quot;el desmoronado, talpan de allende jalisco&quot;,1200,1200,1200,2014,cafe de don balbino s.c. de r.l. de c.v.,Arabica,Typica,Washed / Wet,20,1.0,7.25,7.17,7.17,7.25,7.17,7.42,10.0,10.0,0.12,80.67,Green</list></item><item><list struct="atomic" id="1747">&quot;Tanzania, United Republic Of&quot;,arusha,1400,1400,1400,2014,burka coffee estate,Arabica,Other,Washed / Wet,10,60.0,7.25,7.08,7.08,7.33,7.33,7.25,10.0,10.0,0.12,80.58,Bluish-Green</list></item><item><list struct="atomic" id="1748">Honduras,occidental,1400,1400,1400,2014,beneficio santa rosa,Arabica,Caturra,Washed / Wet,275,69.0,7.5,7.17,7.0,7.42,7.33,7.0,10.0,10.0,0.11,80.58,Green</list></item><item><list struct="atomic" id="1749">Guatemala,huehuetenango,1383,1383,1383,2014,juan luis alvarado romero,Arabica,Bourbon,Natural / Dry,275,69.0,7.17,7.42,6.83,7.5,7.17,7.25,10.0,10.0,0.11,80.58,Green</list></item><item><list struct="atomic" id="1750">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Other,Washed / Wet,275,69.0,7.5,7.17,6.83,7.5,7.17,7.17,10.0,10.0,0.11,80.5,Green</list></item><item><list struct="atomic" id="1751">&quot;Tanzania, United Republic Of&quot;,arusha,0,0,0,2014,kongoni estate,Arabica,Other,Washed / Wet,1,60.0,7.25,7.17,7.25,7.25,7.25,7.08,10.0,10.0,0.12,80.33,Bluish-Green</list></item><item><list struct="atomic" id="1752">Myanmar,ywar ngan,4287,4287,4287,2014,u htun htun,Arabica,Catuai,Natural / Dry,1,2.0,7.42,7.0,7.08,7.0,7.17,7.33,10.0,10.0,0.0,80.25,Green</list></item><item><list struct="atomic" id="1753">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,2,45.3592,7.5,7.08,7.67,7.67,7.42,7.58,9.33,9.33,0.12,80.25,Green</list></item><item><list struct="atomic" id="1754">Mexico,&quot;sierra fraylesca, chiapas&quot;,1300,1500,1400,2014,kurt kappeli,Arabica,Typica,Washed / Wet,280,2.0,7.58,7.75,7.42,7.5,7.5,7.5,8.67,10.0,0.0,80.0,Green</list></item><item><list struct="atomic" id="1755">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,12,100.0,7.5,7.0,7.0,6.92,7.33,7.17,10.0,10.0,0.11,79.92,Green</list></item><item><list struct="atomic" id="1756">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Other,Washed / Wet,275,69.0,7.25,7.33,6.83,7.0,7.0,7.17,10.0,10.0,0.1,79.42,Green</list></item><item><list struct="atomic" id="1757">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Other,Washed / Wet,250,69.0,7.33,7.17,6.58,7.42,7.08,6.83,10.0,10.0,0.12,79.0,Green</list></item><item><list struct="atomic" id="1758">Honduras,intibuca,1350,1350,1350,2014,cafes finos de exportacion s de r.l.,Arabica,Pacas,Washed / Wet,275,2.0,7.0,7.0,7.0,7.0,7.0,7.0,10.0,10.0,0.11,79.0,Green</list></item><item><list struct="atomic" id="1759">Nicaragua,nan,0,0,0,2014,&quot;exportadora atlantic, s.a.&quot;,Arabica,nan,Natural / Dry,275,2.0,6.83,7.08,6.92,6.75,7.25,7.08,10.0,10.0,0.11,78.58,Green</list></item><item><list struct="atomic" id="1760">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Other,Washed / Wet,250,69.0,7.33,7.17,6.92,7.58,7.25,7.17,8.67,10.0,0.12,78.58,Green</list></item><item><list struct="atomic" id="1761">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,5,45.3592,7.5,7.75,7.58,7.83,7.92,7.92,7.33,8.67,0.1,78.33,Bluish-Green</list></item><item><list struct="atomic" id="1762">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Other,Washed / Wet,275,69.0,7.17,6.5,6.67,7.0,7.17,7.17,10.0,10.0,0.1,78.33,Green</list></item><item><list struct="atomic" id="1763">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,18,45.3592,7.5,7.5,7.33,7.58,7.5,7.42,8.67,8.67,0.11,78.25,Green</list></item><item><list struct="atomic" id="1764">Honduras,intibuca,1350,1350,1350,2014,cafes finos de exportacion s de r.l.,Arabica,Pacas,Natural / Dry,275,2.0,6.83,7.0,6.67,7.0,7.0,6.83,10.0,10.0,0.11,78.0,Green</list></item><item><list struct="atomic" id="1765">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,5,45.3592,7.58,7.33,7.5,7.42,7.5,7.33,8.0,9.33,0.12,78.0,Green</list></item><item><list struct="atomic" id="1766">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Other,Washed / Wet,275,69.0,7.42,7.25,6.83,7.33,7.0,6.92,9.33,9.33,0.1,78.0,Green</list></item><item><list struct="atomic" id="1767">Costa Rica,occidental,1200,1200,1200,2014,santa laura exportadora de cafe s.l.e.c. s.a.,Arabica,Caturra,Washed / Wet,250,1.0,7.5,7.25,7.42,7.0,7.08,6.83,8.67,10.0,0.12,77.92,Green</list></item><item><list struct="atomic" id="1768">Brazil,nan,0,0,0,2014,cafe politico,Arabica,nan,Washed / Wet,1,2.26796,7.0,6.75,6.67,6.83,7.08,6.83,10.0,10.0,0.11,77.83,Unknown</list></item><item><list struct="atomic" id="1769">Guatemala,oriente,1219,1219,1219,2014,juan luis alvarado romero,Arabica,Other,Washed / Wet,275,69.0,7.33,7.0,6.83,7.17,7.17,7.17,9.33,9.33,0.1,77.33,Green</list></item><item><list struct="atomic" id="1770">Peru,san ignacio,900,1500,1200,2014,andrew bowman,Arabica,Caturra,Washed / Wet,275,2.0,7.42,7.75,7.42,7.67,7.92,7.83,8.67,9.33,0.0,77.0,Green</list></item><item><list struct="atomic" id="1771">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,2,45.3592,7.25,7.08,6.83,7.17,7.33,6.83,8.67,9.33,0.0,76.25,Green</list></item><item><list struct="atomic" id="1772">Honduras,intibuca,1350,1350,1350,2014,cafes finos de exportacion s de r.l.,Arabica,Pacas,Natural / Dry,275,2.0,6.83,6.83,6.67,6.83,7.0,6.83,9.33,10.0,0.11,76.0,Green</list></item><item><list struct="atomic" id="1773">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,3,45.3592,7.5,7.25,7.0,7.25,7.42,7.33,8.0,6.67,0.0,74.42,Blue-Green</list></item><item><list struct="atomic" id="1774">Honduras,intibuca,1350,1350,1350,2014,cafes finos de exportacion s de r.l.,Arabica,Pacas,Washed / Wet,275,2.0,7.0,7.17,6.83,7.17,7.0,7.17,8.0,8.0,0.11,73.42,Green</list></item><item><list struct="atomic" id="1775">Mexico,sierra alta mixe y zapoteca,1200,1200,1200,2014,kurt kappeli,Arabica,Typica,Washed / Wet,280,69.0,7.08,7.08,6.92,7.08,6.92,6.92,8.0,8.0,0.0,72.92,Unknown</list></item><item><list struct="atomic" id="1776">United States,kona,0,0,0,2014,eileen koyanagi,Arabica,Hawaiian Kona,Natural / Dry,11,45.3592,6.92,6.92,6.92,7.5,7.58,7.17,6.67,9.33,0.11,72.58,Green</list></item><item><list struct="atomic" id="1777">Costa Rica,occidental,1200,1200,1200,2014,santa laura exportadora de cafe s.l.e.c. s.a.,Arabica,Caturra,Washed / Wet,250,1.0,6.33,6.5,6.33,6.83,6.33,6.5,10.0,10.0,0.11,71.75,Green</list></item><item><list struct="atomic" id="1778">Mexico,&quot;sierra norte yajalon, chiapas&quot;,1000,1000,1000,2014,kurt kappeli,Arabica,Typica,Washed / Wet,280,2.0,6.92,7.0,6.83,6.92,7.42,6.92,6.0,10.0,0.12,70.75,Green</list></item><item><list struct="atomic" id="1779">Honduras,marcala,1450,1450,1450,2014,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,6.67,6.5,6.17,6.67,6.83,6.17,8.0,8.0,0.1,69.33,Green</list></item><item><list struct="atomic" id="1780">Honduras,marcala,1450,1450,1450,2014,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.0,6.17,6.17,6.67,6.5,6.17,8.0,8.0,0.1,69.17,Green</list></item><item><list struct="atomic" id="1781">Honduras,marcala,1450,1450,1450,2014,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.0,6.33,6.17,6.5,6.67,6.17,8.0,8.0,0.1,69.17,Green</list></item><item><list struct="atomic" id="1782">India,chikmagalur,750,750,750,2014,andrew hetzel,Robusta,nan,nan,320,2.0,7.67,7.75,7.83,7.83,7.92,7.75,10.0,8.0,0.0,82.58,Green</list></item><item><list struct="atomic" id="1783">Uganda,western,900,1300,1100,2014,ugacof,Robusta,nan,nan,320,60.0,7.67,7.83,7.83,7.83,7.92,7.75,10.0,7.75,0.12,82.42,Green</list></item><item><list struct="atomic" id="1784">Uganda,iganga namadrope eastern,1095,1095,1095,2014,ugacof,Robusta,nan,nan,320,60.0,7.58,7.92,7.75,7.83,7.5,7.67,10.0,7.67,0.12,81.75,Green</list></item><item><list struct="atomic" id="1785">India,chikmagalur,750,750,750,2014,andrew hetzel,Robusta,nan,nan,100,2.0,7.58,7.58,7.67,7.58,7.67,7.67,10.0,7.5,0.0,81.58,Green</list></item><item><list struct="atomic" id="1786">Uganda,south western,1488,1488,1488,2014,ankole coffee producers coop,Robusta,nan,nan,320,60.0,8.0,7.67,7.75,7.5,7.67,7.58,10.0,7.58,0.12,81.5,Green</list></item><item><list struct="atomic" id="1787">India,chikmagalur,750,750,750,2014,andrew hetzel,Robusta,nan,nan,100,2.0,7.67,7.67,7.5,7.33,7.58,7.5,10.0,7.42,0.0,80.17,Bluish-Green</list></item><item><list struct="atomic" id="1788">United States,&quot;kwanza norte province, angola&quot;,795,795,795,2014,james moore,Robusta,nan,Natural / Dry,1,1.0,7.33,7.33,7.17,7.42,7.5,7.17,9.33,7.42,0.0,77.17,Unknown</list></item><item><list struct="atomic" id="1789">China,yunnan,1450,1450,1450,2015,yunnan coffee exchange,Arabica,Catimor,Washed / Wet,3,60.0,8.42,8.25,8.08,8.17,7.92,8.0,10.0,10.0,0.1,87.25,Green</list></item><item><list struct="atomic" id="1790">Ethiopia,oromia,1800,2000,1900,2015,assefa belay coffee producer,Arabica,Other,Natural / Dry,320,60.0,7.83,8.0,7.83,7.92,7.83,8.08,10.0,10.0,0.12,85.5,Green</list></item><item><list struct="atomic" id="1791">Ethiopia,oromia,1800,2000,1900,2015,assefa belay coffee producer,Arabica,nan,Washed / Wet,320,60.0,7.75,7.83,7.83,8.17,7.92,7.83,10.0,10.0,0.1,85.42,Green</list></item><item><list struct="atomic" id="1792">China,yunnan,1700,1700,1700,2015,yunnan coffee exchange,Arabica,Catimor,Natural / Dry,3,60.0,8.0,8.0,8.0,7.83,7.83,7.75,10.0,10.0,0.1,85.33,Green</list></item><item><list struct="atomic" id="1793">Colombia,santander,1550,1550,1550,2015,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,275,70.0,8.17,7.92,7.83,8.0,7.58,7.83,10.0,10.0,0.11,85.25,Green</list></item><item><list struct="atomic" id="1794">Colombia,pasto,2560,2560,2560,2015,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,8.17,7.83,7.58,8.08,8.0,7.75,10.0,10.0,0.0,85.08,Unknown</list></item><item><list struct="atomic" id="1795">Kenya,nan,1,1,1,2015,simon mahinda,Arabica,nan,Washed / Wet,170,60.0,8.17,7.83,7.92,7.75,7.67,7.83,10.0,10.0,0.11,85.0,Green</list></item><item><list struct="atomic" id="1796">Colombia,huila,1600,1950,1775,2015,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,252,70.0,7.92,7.83,7.75,7.83,7.75,8.0,10.0,10.0,0.12,84.92,Green</list></item><item><list struct="atomic" id="1797">Costa Rica,tarrazu,1150,1150,1150,2015,rodrigo soto,Arabica,Catuai,Washed / Wet,15,69.0,8.08,7.75,7.67,7.83,7.5,7.92,10.0,10.0,0.1,84.67,Blue-Green</list></item><item><list struct="atomic" id="1798">Guatemala,acatenango,1600,1600,1600,2015,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,120,34.0,7.75,7.83,7.58,8.0,7.92,7.75,10.0,10.0,0.1,84.67,Green</list></item><item><list struct="atomic" id="1799">China,yunnan,1680,1680,1680,2015,yunnan coffee exchange,Arabica,Catimor,Washed / Wet,3,60.0,7.75,7.92,7.67,7.83,7.75,7.67,10.0,10.0,0.1,84.5,Green</list></item><item><list struct="atomic" id="1800">Colombia,huila,442,442,442,2015,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.75,7.67,8.0,7.67,8.08,7.83,10.0,10.0,0.11,84.33,Green</list></item><item><list struct="atomic" id="1801">Guatemala,huehuetenango,1099,1099,1099,2015,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,275,69.0,7.75,7.92,7.5,8.08,7.58,7.67,10.0,10.0,0.1,84.25,Green</list></item><item><list struct="atomic" id="1802">China,yunnan,1400,1400,1400,2015,yunnan coffee exchange,Arabica,Catimor,Natural / Dry,3,60.0,7.83,7.83,7.58,7.75,7.75,7.75,10.0,10.0,0.1,84.25,Green</list></item><item><list struct="atomic" id="1803">Colombia,huila,1600,1950,1775,2015,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.67,7.67,7.75,7.75,7.67,7.92,10.0,10.0,0.11,84.25,Green</list></item><item><list struct="atomic" id="1804">Colombia,huila,1600,1950,1775,2015,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,248,70.0,7.83,7.67,7.75,7.58,7.92,7.75,10.0,10.0,0.12,84.25,Green</list></item><item><list struct="atomic" id="1805">Colombia,huila,442,442,442,2015,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.42,7.67,7.83,7.75,7.92,7.83,10.0,10.0,0.12,84.25,Green</list></item><item><list struct="atomic" id="1806">Colombia,huila,1600,1950,1775,2015,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,8.0,7.5,7.5,7.67,8.0,7.83,10.0,10.0,0.0,84.17,Bluish-Green</list></item><item><list struct="atomic" id="1807">Nicaragua,jinotega,900,1100,1000,2015,cooperativa el gorrion r.l,Arabica,Caturra,Natural / Dry,275,2.0,7.67,7.83,7.83,7.5,7.67,7.83,10.0,10.0,0.12,84.17,Bluish-Green</list></item><item><list struct="atomic" id="1808">Guatemala,huehuetenango,1658,1755,1706,2015,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,275,69.0,7.67,7.83,7.58,7.92,7.75,7.67,10.0,10.0,0.12,84.0,Green</list></item><item><list struct="atomic" id="1809">Thailand,chiangrai,1350,1350,1350,2015,sarawut premjit,Arabica,Catimor,Natural / Dry,45,40.0,7.67,7.75,7.5,7.67,7.67,7.83,10.0,10.0,0.1,83.92,Bluish-Green</list></item><item><list struct="atomic" id="1810">Colombia,huila,0,0,0,2015,federacion nacional de cafeteros,Arabica,nan,Washed / Wet,275,2.0,7.92,7.67,7.5,7.83,7.58,7.67,10.0,10.0,0.0,83.92,Unknown</list></item><item><list struct="atomic" id="1811">Costa Rica,tarrazu,1850,1850,1850,2015,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,275,69.0,7.67,7.67,7.75,7.67,7.5,7.75,10.0,10.0,0.0,83.83,Blue-Green</list></item><item><list struct="atomic" id="1812">China,yunnan,1650,1650,1650,2015,yunnan coffee exchange,Arabica,Catimor,Washed / Wet,3,60.0,7.83,7.75,7.67,7.5,7.58,7.67,10.0,10.0,0.1,83.75,Green</list></item><item><list struct="atomic" id="1813">China,yunnan,1100,1100,1100,2015,yunnan coffee exchange,Arabica,Catimor,Washed / Wet,3,60.0,7.67,7.58,7.58,7.58,7.67,7.75,10.0,10.0,0.1,83.58,Green</list></item><item><list struct="atomic" id="1814">Colombia,huila,1600,1950,1775,2015,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.67,7.75,7.58,7.67,7.75,7.58,10.0,10.0,0.12,83.58,Green</list></item><item><list struct="atomic" id="1815">Costa Rica,tarrazu,1850,1850,1850,2015,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,245,69.0,7.92,7.42,7.5,7.67,7.5,7.67,10.0,10.0,0.0,83.5,Blue-Green</list></item><item><list struct="atomic" id="1816">Colombia,huila,1600,1950,1775,2015,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,180,70.0,7.58,7.58,7.58,7.58,7.75,7.67,10.0,10.0,0.12,83.5,Green</list></item><item><list struct="atomic" id="1817">&quot;Tanzania, United Republic Of&quot;,nkure- meru,1400,1400,1400,2015,damari absalome,Arabica,Ruiru 11,Washed / Wet,5,60.0,7.75,7.67,7.58,7.67,7.67,7.58,10.0,10.0,0.13,83.5,Green</list></item><item><list struct="atomic" id="1818">Indonesia,bener meriah,1500,1500,1500,2015,aulia arif syahri,Arabica,Sumatra,Semi-washed / Semi-pulped,200,30.0,7.25,7.67,7.58,7.92,7.83,7.58,10.0,10.0,0.13,83.5,Bluish-Green</list></item><item><list struct="atomic" id="1819">Uganda,eastern,1800,1800,1800,2015,bugisu cooperative union,Arabica,SL14,Washed / Wet,20,1218.0,7.58,7.75,7.33,7.75,7.67,7.58,10.0,10.0,0.11,83.42,Green</list></item><item><list struct="atomic" id="1820">Colombia,huila,442,442,442,2015,carcafe ltda ci,Arabica,Caturra,Natural / Dry,275,70.0,7.58,7.67,7.58,7.67,7.58,7.67,10.0,10.0,0.12,83.42,Green</list></item><item><list struct="atomic" id="1821">Colombia,santander,1650,1650,1650,2015,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,275,70.0,7.67,7.75,7.42,7.83,7.83,7.42,10.0,10.0,0.11,83.33,Green</list></item><item><list struct="atomic" id="1822">Costa Rica,tarrazu,0,0,0,2015,rodrigo soto,Arabica,nan,Washed / Wet,275,69.0,7.83,7.5,7.42,7.67,7.5,7.67,10.0,10.0,0.11,83.25,Unknown</list></item><item><list struct="atomic" id="1823">Uganda,&quot;sipi, mt elgon&quot;,0,0,0,2015,kawacom uganda ltd,Arabica,SL14,Washed / Wet,150,9000.0,7.5,7.67,7.67,7.42,7.67,7.67,10.0,10.0,0.12,83.25,Green</list></item><item><list struct="atomic" id="1824">China,yunnan,1200,1200,1200,2015,yunnan coffee exchange,Arabica,Catimor,Washed / Wet,3,60.0,7.5,7.67,7.33,7.67,7.67,7.67,10.0,10.0,0.11,83.17,Green</list></item><item><list struct="atomic" id="1825">China,dehong prefecture,1600,1600,1600,2015,yunnan coffee exchange,Arabica,Catimor,Washed / Wet,3,60.0,7.67,7.67,7.5,7.67,7.42,7.58,10.0,10.0,0.1,83.17,Green</list></item><item><list struct="atomic" id="1826">Guatemala,antigua,1500,1500,1500,2015,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,150,69.0,7.5,7.75,7.5,7.83,7.58,7.5,10.0,10.0,0.11,83.17,Green</list></item><item><list struct="atomic" id="1827">Guatemala,oriente,1400,1900,1650,2015,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,100,69.0,7.92,7.67,7.42,7.75,7.5,7.5,10.0,10.0,0.12,83.17,Green</list></item><item><list struct="atomic" id="1828">Brazil,south of minas,905,905,905,2015,ipanema coffees,Arabica,Yellow Bourbon,Pulped natural / honey,320,60.0,7.58,7.58,7.58,7.5,7.67,7.58,10.0,10.0,0.11,83.08,Bluish-Green</list></item><item><list struct="atomic" id="1829">Uganda,&quot;kasese, mt. rwenzori&quot;,1473,1473,1473,2015,ucfa,Arabica,Bourbon,Washed / Wet,310,60.0,7.67,7.58,7.42,7.42,7.83,7.5,10.0,10.0,0.12,83.0,Green</list></item><item><list struct="atomic" id="1830">Uganda,&quot;kasese, mt. rwenzori&quot;,1645,1645,1645,2015,ucfa,Arabica,Bourbon,Natural / Dry,325,60.0,7.67,7.67,7.5,7.58,7.42,7.5,10.0,10.0,0.12,83.0,Green</list></item><item><list struct="atomic" id="1831">Guatemala,nuevo oriente,1300,1800,1550,2015,juan luis alvarado romero,Arabica,Catuai,Washed / Wet,275,69.0,7.67,7.75,7.33,7.92,7.42,7.5,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1832">Guatemala,&quot;el tumbador, san marcos&quot;,1371,1371,1371,2015,juan luis alvarado romero,Arabica,Catuai,Washed / Wet,200,69.0,7.75,7.67,7.33,7.75,7.5,7.42,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1833">Guatemala,antigua,1500,1500,1500,2015,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.83,7.67,7.25,7.67,7.75,7.5,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1834">Philippines,&quot;bukidnon, mindanao, philppines&quot;,1200,1200,1200,2015,renee a. perrine,Arabica,Other,Washed / Wet,250,2.0,7.58,7.58,7.67,7.58,7.5,7.5,10.0,10.0,0.11,82.92,Blue-Green</list></item><item><list struct="atomic" id="1835">Mexico,chiapas,1300,1300,1300,2015,andrew bowman,Arabica,Bourbon,Washed / Wet,275,2.0,7.75,7.67,7.42,7.42,7.75,7.5,10.0,10.0,0.12,82.92,Bluish-Green</list></item><item><list struct="atomic" id="1836">Brazil,south of minas,905,905,905,2015,ipanema coffees,Arabica,Yellow Bourbon,Pulped natural / honey,320,60.0,7.67,7.58,7.58,7.5,7.5,7.42,10.0,10.0,0.11,82.83,Bluish-Green</list></item><item><list struct="atomic" id="1837">Rwanda,gicumbi,1900,1900,1900,2015,samuel muhirwa,Arabica,Bourbon,Washed / Wet,150,60.0,7.83,7.92,7.75,7.83,7.75,7.75,9.33,9.33,0.11,82.83,Bluish-Green</list></item><item><list struct="atomic" id="1838">Guatemala,oriente,1219,1219,1219,2015,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,80,69.0,7.58,7.58,7.33,7.67,7.67,7.5,10.0,10.0,0.11,82.83,Green</list></item><item><list struct="atomic" id="1839">Brazil,south of minas,905,905,905,2015,ipanema coffees,Arabica,Yellow Bourbon,Pulped natural / honey,320,60.0,7.5,7.5,7.58,7.5,7.58,7.58,10.0,10.0,0.11,82.75,Bluish-Green</list></item><item><list struct="atomic" id="1840">China,yunnan,1100,1100,1100,2015,yunnan coffee exchange,Arabica,Catimor,Natural / Dry,3,60.0,7.67,7.5,7.33,7.33,7.67,7.67,10.0,10.0,0.1,82.75,Green</list></item><item><list struct="atomic" id="1841">China,menglian,1500,1500,1500,2015,yunnan coffee exchange,Arabica,Catimor,Washed / Wet,3,60.0,7.5,7.67,7.42,7.67,7.5,7.5,10.0,10.0,0.11,82.75,Green</list></item><item><list struct="atomic" id="1842">Colombia,huila,0,0,0,2015,federacion nacional de cafeteros,Arabica,nan,Washed / Wet,1,2.0,7.75,7.5,7.33,7.58,7.33,7.75,10.0,10.0,0.0,82.67,Green</list></item><item><list struct="atomic" id="1843">Indonesia,aceh,1200,1300,1250,2015,andry simarmata,Arabica,Typica,Semi-washed / Semi-pulped,150,2.0,7.83,7.58,7.42,7.33,7.42,7.5,10.0,10.0,0.13,82.58,Blue-Green</list></item><item><list struct="atomic" id="1844">China,yunnan,1600,1600,1600,2015,yunnan coffee exchange,Arabica,Catimor,Washed / Wet,3,60.0,7.67,7.42,7.42,7.5,7.42,7.42,10.0,10.0,0.1,82.42,Green</list></item><item><list struct="atomic" id="1845">Costa Rica,tarrazu,1850,1850,1850,2015,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,100,69.0,7.75,7.5,7.25,7.25,7.42,7.67,10.0,10.0,0.1,82.33,Bluish-Green</list></item><item><list struct="atomic" id="1846">Costa Rica,tarrazu,1550,1550,1550,2015,rodrigo soto,Arabica,Catuai,Washed / Wet,130,69.0,7.75,7.33,7.5,7.5,7.33,7.58,10.0,10.0,0.0,82.33,Green</list></item><item><list struct="atomic" id="1847">China,xishuangbanna prefecture,1580,1580,1580,2015,yunnan coffee exchange,Arabica,Catimor,Pulped natural / honey,3,60.0,7.5,7.58,7.42,7.5,7.42,7.42,10.0,10.0,0.12,82.33,Green</list></item><item><list struct="atomic" id="1848">Guatemala,huehuetenango,1676,1676,1676,2015,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,275,69.0,7.5,7.42,7.17,7.83,7.5,7.5,10.0,10.0,0.1,82.33,Green</list></item><item><list struct="atomic" id="1849">Honduras,marcala,1350,1350,1350,2015,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.58,7.5,7.42,7.58,7.42,7.42,10.0,10.0,0.11,82.25,Green</list></item><item><list struct="atomic" id="1850">Honduras,comayagua,1500,1500,1500,2015,bismarck castro,Arabica,Caturra,Washed / Wet,200,69.0,7.5,7.5,7.17,7.42,7.5,7.5,10.0,10.0,0.11,82.17,Bluish-Green</list></item><item><list struct="atomic" id="1851">&quot;Tanzania, United Republic Of&quot;,ruvuma,1500,1800,1650,2015,langiro farm group,Arabica,Bourbon,Washed / Wet,30,80.0,7.58,7.42,7.42,7.33,7.5,7.42,10.0,10.0,0.13,82.17,Green</list></item><item><list struct="atomic" id="1852">Honduras,marcala,1350,1350,1350,2015,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.67,7.5,7.25,7.42,7.58,7.42,10.0,10.0,0.11,82.17,Green</list></item><item><list struct="atomic" id="1853">Costa Rica,tres rios,1200,1400,1300,2015,&quot;cafetalera internacional cafinter, s.a.&quot;,Arabica,Caturra,Washed / Wet,275,350.0,7.75,7.42,7.42,7.25,7.17,7.42,10.0,10.0,0.0,82.08,Blue-Green</list></item><item><list struct="atomic" id="1854">&quot;Tanzania, United Republic Of&quot;,kilimanjaro,1500,1800,1650,2015,didas,Arabica,Other,Washed / Wet,2,80.0,7.67,7.33,7.33,7.42,7.42,7.42,10.0,10.0,0.13,82.0,Green</list></item><item><list struct="atomic" id="1855">Laos,lao p.d.r.,1250,1250,1250,2015,minwook ku,Arabica,Other,Washed / Wet,1,2.0,7.42,7.5,7.25,7.33,7.5,7.5,10.0,10.0,0.12,82.0,Blue-Green</list></item><item><list struct="atomic" id="1856">Indonesia,bali,1250,1250,1250,2015,aulia arif syahri,Arabica,Other,Other,166,30.0,7.75,7.83,7.58,7.75,7.92,7.83,10.0,10.0,0.11,81.83,Green</list></item><item><list struct="atomic" id="1857">Guatemala,norte,3280,3280,3280,2015,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,130,69.0,7.58,7.5,7.33,7.42,7.58,7.25,10.0,10.0,0.1,81.83,Green</list></item><item><list struct="atomic" id="1858">Myanmar,ywar ngan,4001,4001,4001,2015,u mg mg,Arabica,Catuai,Washed / Wet,1,2.0,7.33,7.58,7.5,7.42,7.33,7.33,10.0,10.0,0.0,81.83,Green</list></item><item><list struct="atomic" id="1859">Mexico,chiapas,1350,1500,1425,2015,viridiana,Arabica,Catuai,Washed / Wet,250,2.0,7.58,7.5,7.33,7.5,7.17,7.33,10.0,10.0,0.11,81.83,Green</list></item><item><list struct="atomic" id="1860">Honduras,marcala,1400,1400,1400,2015,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.5,7.5,7.33,7.5,7.42,7.25,10.0,10.0,0.12,81.83,Green</list></item><item><list struct="atomic" id="1861">Costa Rica,tres rios,1200,1400,1300,2015,&quot;cafetalera internacional cafinter, s.a.&quot;,Arabica,Caturra,Washed / Wet,275,18975.0,7.67,7.5,7.5,7.25,7.08,7.42,10.0,10.0,0.09,81.83,Green</list></item><item><list struct="atomic" id="1862">Costa Rica,turrialba,13,13,13,2015,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,250,69.0,7.58,7.42,7.5,7.17,7.08,7.58,10.0,10.0,0.12,81.58,Green</list></item><item><list struct="atomic" id="1863">Myanmar,ywar ngan township,1219,1219,1219,2015,genius coffee,Arabica,Catuai,Washed / Wet,1,1.0,7.25,7.42,7.25,7.5,7.33,7.33,10.0,10.0,0.0,81.5,Green</list></item><item><list struct="atomic" id="1864">Honduras,marcala,1400,1400,1400,2015,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.5,7.33,7.17,7.25,7.5,7.42,10.0,10.0,0.12,81.42,Green</list></item><item><list struct="atomic" id="1865">Honduras,marcala,1350,1350,1350,2015,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.58,7.42,7.17,7.42,7.17,7.17,10.0,10.0,0.09,81.33,Green</list></item><item><list struct="atomic" id="1866">Nicaragua,jinotega,1100,1100,1100,2015,&quot;comercial internacional exportadora, s.a.&quot;,Arabica,Catuai,Washed / Wet,275,69.0,7.08,7.5,7.33,7.17,7.42,7.25,10.0,10.0,0.1,81.25,Green</list></item><item><list struct="atomic" id="1867">Honduras,marcala,1400,1400,1400,2015,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.42,7.17,7.17,7.5,7.33,7.25,10.0,10.0,0.12,81.25,Green</list></item><item><list struct="atomic" id="1868">Costa Rica,tres rios,1200,1400,1300,2015,&quot;cafetalera internacional cafinter, s.a.&quot;,Arabica,Caturra,Washed / Wet,275,18975.0,7.5,7.5,7.33,7.17,7.08,7.17,10.0,10.0,0.11,81.17,Bluish-Green</list></item><item><list struct="atomic" id="1869">Honduras,central region,1450,1450,1450,2015,nan,Arabica,Catuai,Natural / Dry,275,1.0,7.42,7.33,7.0,7.42,7.33,7.33,10.0,10.0,0.13,81.17,Green</list></item><item><list struct="atomic" id="1870">Nicaragua,jinotega,1100,1100,1100,2015,rolando lacayo,Arabica,Other,Washed / Wet,275,69.0,7.33,7.33,7.33,7.42,7.33,7.33,10.0,10.0,0.11,81.08,Unknown</list></item><item><list struct="atomic" id="1871">Guatemala,oriente,1219,1219,1219,2015,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.5,7.25,7.0,7.25,7.5,7.25,10.0,10.0,0.11,81.0,Green</list></item><item><list struct="atomic" id="1872">Myanmar,pyinoolwin,1066,1066,1066,2015,min hlaing,Arabica,Other,Other,2,2.0,7.17,7.42,7.0,7.58,7.33,7.0,10.0,10.0,0.0,80.92,Unknown</list></item><item><list struct="atomic" id="1873">Myanmar,ywar ngan,3825,3825,3825,2015,u soe,Arabica,Catuai,Washed / Wet,1,2.0,6.92,7.5,7.0,7.58,7.5,7.08,10.0,10.0,0.0,80.75,Green</list></item><item><list struct="atomic" id="1874">Guatemala,huehuetenango,1658,1755,1706,2015,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,275,69.0,7.5,7.33,7.0,7.42,7.17,7.17,10.0,10.0,0.12,80.75,Green</list></item><item><list struct="atomic" id="1875">Nicaragua,jinotega,110000,110000,110000,2015,&quot;comercial internacional exportadora, s.a.&quot;,Arabica,Other,Washed / Wet,275,69.0,7.25,7.25,7.17,7.25,7.33,7.25,10.0,10.0,0.12,80.75,Green</list></item><item><list struct="atomic" id="1876">Honduras,&quot;siguatepeque, comayagua&quot;,1450,1450,1450,2015,bismarck castro,Arabica,Caturra,Natural / Dry,275,1.0,7.5,7.33,7.0,7.42,7.25,7.17,10.0,10.0,0.11,80.75,Green</list></item><item><list struct="atomic" id="1877">Honduras,marcala,1350,1350,1350,2015,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.42,7.17,7.08,7.42,7.25,7.25,10.0,10.0,0.09,80.75,Green</list></item><item><list struct="atomic" id="1878">Honduras,central region,1450,1450,1450,2015,nan,Arabica,Catuai,Natural / Dry,275,1.0,7.25,7.33,7.08,7.5,7.25,7.33,10.0,10.0,0.13,80.75,Green</list></item><item><list struct="atomic" id="1879">Indonesia,sumatra brastagi,1200,1500,1350,2015,aulia arif syahri,Arabica,Mandheling,Semi-washed / Semi-pulped,200,30.0,7.58,7.42,7.0,7.67,7.5,7.5,9.33,10.0,0.13,80.67,Blue-Green</list></item><item><list struct="atomic" id="1880">Costa Rica,tarrazu,185,185,185,2015,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,240,1.0,7.83,7.5,7.67,7.67,7.83,7.5,6.67,10.0,0.11,80.67,Blue-Green</list></item><item><list struct="atomic" id="1881">Myanmar,pyin oo lwin,3800,3800,3800,2015,shwe yin mar coffee,Arabica,Other,Washed / Wet,1,2.0,7.17,7.33,7.17,7.42,7.25,7.08,10.0,10.0,0.0,80.5,Green</list></item><item><list struct="atomic" id="1882">Myanmar,&quot;yauk sauk, shan state&quot;,914,914,914,2015,bob mccauley,Arabica,Other,Natural / Dry,2,2.0,8.0,7.08,7.0,7.33,7.08,6.92,10.0,10.0,0.11,80.25,Green</list></item><item><list struct="atomic" id="1883">Nicaragua,jinotega,1100,1275,1187,2015,&quot;exportadora atlantic, s.a.&quot;,Arabica,Caturra,Washed / Wet,275,2.0,7.17,7.08,7.08,7.33,7.25,7.08,10.0,10.0,0.11,80.17,Unknown</list></item><item><list struct="atomic" id="1884">Honduras,marcala,1400,1400,1400,2015,cadexsa,Arabica,Catuai,Washed / Wet,275,1.0,7.25,7.25,7.0,7.17,7.08,7.08,10.0,10.0,0.11,80.17,Green</list></item><item><list struct="atomic" id="1885">Myanmar,&quot;doe kwin, pyin oo lwin&quot;,3845,3845,3845,2015,ngu shwe li,Arabica,Other,Washed / Wet,1,2.0,7.17,7.33,7.0,7.42,7.17,7.0,10.0,10.0,0.0,80.0,Green</list></item><item><list struct="atomic" id="1886">Colombia,huila,0,0,0,2015,federacion nacional de cafeteros,Arabica,nan,Washed / Wet,275,2.0,7.83,7.67,7.58,7.75,7.83,7.17,6.67,10.0,0.0,79.92,Green</list></item><item><list struct="atomic" id="1887">Nicaragua,jinotega,1050,1050,1050,2015,cooperativa el gorrion r.l,Arabica,Caturra,Natural / Dry,275,69.0,6.92,6.92,7.0,7.42,7.25,7.0,10.0,10.0,0.12,79.5,Green</list></item><item><list struct="atomic" id="1888">Guatemala,nuevo oriente,1300,1800,1550,2015,juan luis alvarado romero,Arabica,Catuai,Washed / Wet,275,69.0,7.25,7.17,6.75,7.25,7.0,6.92,10.0,10.0,0.11,79.17,Green</list></item><item><list struct="atomic" id="1889">India,chikmagalur,1000,1000,1000,2015,andrew hetzel,Robusta,nan,nan,300,2.0,7.92,7.83,7.92,8.0,7.83,7.92,10.0,7.83,0.0,83.25,Green</list></item><item><list struct="atomic" id="1890">India,chikmagalur karnataka,1000,1000,1000,2015,nishant gurjer,Robusta,Other,Washed / Wet,320,60.0,7.67,7.75,7.58,7.83,7.83,8.0,10.0,7.92,0.09,82.5,Green</list></item><item><list struct="atomic" id="1891">India,chikmagalur karnataka,1000,1000,1000,2015,nishant gurjer,Robusta,Other,Natural / Dry,320,60.0,7.67,7.83,7.75,7.5,7.75,7.58,10.0,7.75,0.11,81.58,Green</list></item><item><list struct="atomic" id="1892">India,chikmagalur,1000,1000,1000,2015,andrew hetzel,Robusta,nan,nan,300,1.0,7.75,7.75,7.67,7.67,7.58,7.58,10.0,7.58,0.0,81.42,Green</list></item><item><list struct="atomic" id="1893">Honduras,comayagua,1400,1400,1400,2016,bismarck castro,Arabica,Caturra,nan,275,69.0,8.17,8.08,8.08,8.0,8.08,8.0,10.0,10.0,0.1,86.67,Green</list></item><item><list struct="atomic" id="1894">Guatemala,nuevo oriente,0,0,0,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,80,69.0,7.92,8.08,7.92,8.08,8.08,7.83,10.0,10.0,0.1,85.92,Green</list></item><item><list struct="atomic" id="1895">Guatemala,oriente,0,0,0,2016,juan luis alvarado romero,Arabica,Bourbon,nan,250,69.0,8.0,7.92,7.75,8.0,7.92,7.83,10.0,10.0,0.1,85.25,Green</list></item><item><list struct="atomic" id="1896">Ethiopia,&quot;kefa zone, gimbo distict, at a place called woka araba, south west ethiopia.&quot;,0,0,0,2016,seid damtew coffee planataion,Arabica,Other,Natural / Dry,320,19200.0,7.75,8.0,7.58,8.0,8.0,7.92,10.0,10.0,0.11,85.08,Green</list></item><item><list struct="atomic" id="1897">Uganda,eastern uganda,1800,1800,1800,2016,kyagalanyi coffee ltd,Arabica,SL14,Washed / Wet,200,60.0,8.17,7.92,7.75,7.75,7.67,7.75,10.0,10.0,0.11,85.0,Green</list></item><item><list struct="atomic" id="1898">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,135,70.0,8.0,7.92,7.75,7.92,7.75,7.83,10.0,10.0,0.0,85.0,Green</list></item><item><list struct="atomic" id="1899">Costa Rica,tarrazu,1900,1900,1900,2016,troy quimby,Arabica,Catuai,Washed / Wet,36,46.0,7.83,8.0,7.58,7.92,7.92,7.83,10.0,10.0,0.12,85.0,Green</list></item><item><list struct="atomic" id="1900">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,243,70.0,7.92,7.92,7.67,7.83,7.92,7.83,10.0,10.0,0.0,84.92,Unknown</list></item><item><list struct="atomic" id="1901">Indonesia,&quot;temanggung, indonesia&quot;,1200,1200,1200,2016,sanjava coffee,Arabica,Java,Washed / Wet,2,1.0,7.92,7.83,7.75,7.75,7.75,7.75,10.0,10.0,0.12,84.67,Green</list></item><item><list struct="atomic" id="1902">Colombia,santander,1500,1500,1500,2016,racafe &amp; cia s.c.a,Arabica,Other,Washed / Wet,250,70.0,7.83,7.67,7.58,7.92,7.67,7.83,10.0,10.0,0.0,84.58,Blue-Green</list></item><item><list struct="atomic" id="1903">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,125,70.0,7.92,7.83,7.58,8.0,7.83,7.67,10.0,10.0,0.0,84.58,Green</list></item><item><list struct="atomic" id="1904">Uganda,eastern uganda,1750,1750,1750,2016,ecom japan limited,Arabica,SL14,Washed / Wet,200,12000.0,7.92,7.75,7.67,7.75,7.83,7.75,10.0,10.0,0.11,84.5,Green</list></item><item><list struct="atomic" id="1905">Honduras,comayagua,1500,1500,1500,2016,bismarck castro,Arabica,Caturra,nan,275,66.0,7.92,8.0,7.75,7.67,7.67,7.75,10.0,10.0,0.1,84.33,Green</list></item><item><list struct="atomic" id="1906">Honduras,central region,1500,1500,1500,2016,bismarck castro,Arabica,Catuai,Washed / Wet,275,69.0,7.58,7.92,7.58,7.75,7.92,7.75,10.0,10.0,0.11,84.33,Green</list></item><item><list struct="atomic" id="1907">Colombia,la plata,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,nan,nan,275,70.0,7.67,7.67,7.75,7.83,7.75,7.83,10.0,10.0,0.0,84.33,Unknown</list></item><item><list struct="atomic" id="1908">Guatemala,antigua,1500,1500,1500,2016,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,230,69.0,7.75,7.75,7.58,7.92,7.75,7.75,10.0,10.0,0.11,84.25,Green</list></item><item><list struct="atomic" id="1909">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,250,70.0,7.83,7.75,7.58,7.67,7.75,7.83,10.0,10.0,0.0,84.17,Green</list></item><item><list struct="atomic" id="1910">Costa Rica,tarrazu,1700,1700,1700,2016,wayner jimenez,Arabica,Caturra,Washed / Wet,150,69.0,7.92,7.75,7.67,7.67,7.5,7.67,10.0,10.0,0.09,84.17,Bluish-Green</list></item><item><list struct="atomic" id="1911">Guatemala,huehuetenango,1116,1116,1116,2016,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,275,69.0,7.75,7.75,7.58,8.0,7.67,7.83,10.0,10.0,0.11,84.17,Green</list></item><item><list struct="atomic" id="1912">Guatemala,solola,1565,1565,1565,2016,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,377,69.0,7.75,7.92,7.58,7.92,7.67,7.67,10.0,10.0,0.1,84.17,Green</list></item><item><list struct="atomic" id="1913">Guatemala,norte,3280,3280,3280,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,130,69.0,7.58,7.83,7.58,7.83,7.83,7.67,10.0,10.0,0.1,84.17,Green</list></item><item><list struct="atomic" id="1914">Guatemala,oriente,0,0,0,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,8.0,7.75,7.5,7.58,7.92,7.67,10.0,10.0,0.1,84.08,Green</list></item><item><list struct="atomic" id="1915">Brazil,south of minas,934,934,934,2016,ipanema coffees,Arabica,Bourbon,Natural / Dry,320,60.0,7.58,7.67,7.67,7.75,7.58,7.83,10.0,10.0,0.11,83.92,Green</list></item><item><list struct="atomic" id="1916">Colombia,huila,442,442,442,2016,carcafe ltda ci,Arabica,nan,nan,250,70.0,7.75,7.67,7.5,7.75,7.83,7.75,10.0,10.0,0.11,83.92,Green</list></item><item><list struct="atomic" id="1917">Colombia,la plata,0,0,0,2016,almacafe,Arabica,nan,nan,226,70.0,7.75,7.58,7.5,7.83,7.75,7.92,10.0,10.0,0.0,83.92,Unknown</list></item><item><list struct="atomic" id="1918">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,nan,275,70.0,7.83,7.67,7.5,7.75,7.75,7.75,10.0,10.0,0.0,83.83,Green</list></item><item><list struct="atomic" id="1919">Guatemala,antigua,1500,1500,1500,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,100,69.0,7.75,7.75,7.5,7.75,7.83,7.58,10.0,10.0,0.11,83.83,Green</list></item><item><list struct="atomic" id="1920">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,nan,Washed / Wet,275,70.0,7.92,7.75,7.5,7.67,7.75,7.5,10.0,10.0,0.0,83.75,Green</list></item><item><list struct="atomic" id="1921">Honduras,comayagua,1400,1400,1400,2016,bismarck castro,Arabica,Caturra,Washed / Wet,285,69.0,7.5,7.5,7.67,7.67,8.0,8.0,10.0,10.0,0.1,83.67,Green</list></item><item><list struct="atomic" id="1922">Nicaragua,jinotega,1250,1250,1250,2016,&quot;comercial internacional exportadora, s.a.&quot;,Arabica,Caturra,Washed / Wet,275,69.0,7.67,7.75,7.67,7.67,7.83,7.58,10.0,10.0,0.1,83.67,Green</list></item><item><list struct="atomic" id="1923">Brazil,south of minas,934,934,934,2016,ipanema coffees,Arabica,Bourbon,Natural / Dry,320,60.0,7.58,7.75,7.58,7.75,7.58,7.58,10.0,10.0,0.11,83.67,Green</list></item><item><list struct="atomic" id="1924">Guatemala,huehuetenango,1128,1128,1128,2016,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,275,69.0,7.75,7.75,7.5,7.83,7.58,7.58,10.0,10.0,0.11,83.58,Green</list></item><item><list struct="atomic" id="1925">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.75,7.75,7.58,7.58,7.67,7.58,10.0,10.0,0.11,83.58,Green</list></item><item><list struct="atomic" id="1926">Colombia,cundinamarca,1799,1799,1799,2016,carcafe ltda ci,Arabica,Caturra,Washed / Wet,50,70.0,7.75,7.58,7.58,7.75,7.75,7.5,10.0,10.0,0.0,83.5,Bluish-Green</list></item><item><list struct="atomic" id="1927">Colombia,pitalito,1000,1000,1000,2016,carcafe ltda ci,Arabica,Caturra,Natural / Dry,250,70.0,7.75,7.58,7.58,7.5,7.75,7.75,10.0,10.0,0.0,83.5,Green</list></item><item><list struct="atomic" id="1928">Guatemala,oriente,1219,1219,1219,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.67,7.75,7.5,7.83,7.58,7.58,10.0,10.0,0.1,83.5,Bluish-Green</list></item><item><list struct="atomic" id="1929">Colombia,huila,442,442,442,2016,carcafe ltda ci,Arabica,Caturra,Washed / Wet,600,29.0,7.67,7.67,7.5,7.67,7.67,7.58,10.0,10.0,0.11,83.42,Green</list></item><item><list struct="atomic" id="1930">Costa Rica,tarrazu,1850,1850,1850,2016,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,275,69.0,7.58,7.5,7.42,7.92,7.5,7.67,10.0,10.0,0.09,83.42,Blue-Green</list></item><item><list struct="atomic" id="1931">Colombia,huila,1650,1650,1650,2016,exportadora de cafe condor s.a,Arabica,Caturra,Washed / Wet,275,70.0,7.75,7.5,7.75,7.58,7.58,7.58,10.0,10.0,0.0,83.33,Unknown</list></item><item><list struct="atomic" id="1932">Colombia,guayata,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,130,70.0,7.67,7.58,7.58,7.42,7.67,7.75,10.0,10.0,0.0,83.33,Blue-Green</list></item><item><list struct="atomic" id="1933">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.83,7.58,7.58,7.58,7.5,7.58,10.0,10.0,0.0,83.33,Green</list></item><item><list struct="atomic" id="1934">Costa Rica,tarrazu,1900,1900,1900,2016,troy quimby,Arabica,Catuai,Pulped natural / honey,29,46.0,7.5,7.5,7.83,7.5,7.67,7.67,10.0,10.0,0.11,83.25,Green</list></item><item><list struct="atomic" id="1935">Guatemala,nuevo oriente,2100,2100,2100,2016,juan luis alvarado romero,Arabica,Pacas,Washed / Wet,275,0.0,7.5,7.58,7.42,7.83,7.67,7.58,10.0,10.0,0.11,83.25,Green</list></item><item><list struct="atomic" id="1936">Brazil,campos altos - cerrado,0,0,0,2016,bourbon specialty coffees,Arabica,nan,nan,300,60.0,7.58,7.67,7.42,7.5,7.67,7.42,10.0,10.0,0.12,83.25,Green</list></item><item><list struct="atomic" id="1937">&quot;Tanzania, United Republic Of&quot;,moshi,168,168,168,2016,taylor winch (t) ltd,Arabica,Bourbon,Washed / Wet,320,60.0,7.67,7.58,7.42,7.67,7.67,7.58,10.0,10.0,0.12,83.17,Green</list></item><item><list struct="atomic" id="1938">Guatemala,antigua,1500,1500,1500,2016,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,250,1500.0,7.67,7.75,7.42,7.75,7.58,7.5,10.0,10.0,0.11,83.17,Green</list></item><item><list struct="atomic" id="1939">Honduras,marcala,1450,1450,1450,2016,cadexsa,Arabica,Catuai,Washed / Wet,275,69.0,7.67,7.67,7.5,7.67,7.5,7.67,10.0,10.0,0.11,83.17,Blue-Green</list></item><item><list struct="atomic" id="1940">Colombia,cundinamarca,1799,1799,1799,2016,carcafe ltda ci,Arabica,Caturra,Washed / Wet,275,70.0,7.58,7.67,7.33,7.67,7.75,7.58,10.0,10.0,0.0,83.08,Green</list></item><item><list struct="atomic" id="1941">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,275,70.0,7.75,7.5,7.5,7.42,8.0,7.75,10.0,10.0,0.0,83.08,Green</list></item><item><list struct="atomic" id="1942">Brazil,south of minas,894,894,894,2016,ipanema coffees,Arabica,Bourbon,Natural / Dry,320,60.0,7.5,7.58,7.58,7.67,7.58,7.5,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1943">Brazil,south of minas,872,872,872,2016,ipanema coffees,Arabica,Bourbon,Natural / Dry,320,60.0,7.5,7.67,7.58,7.67,7.58,7.42,10.0,10.0,0.11,83.0,Bluish-Green</list></item><item><list struct="atomic" id="1944">Colombia,huila,442,442,442,2016,carcafe ltda ci,Arabica,nan,nan,25,70.0,7.67,7.67,7.33,7.67,7.5,7.58,10.0,10.0,0.11,83.0,Green</list></item><item><list struct="atomic" id="1945">Costa Rica,tarrazu,1850,1850,1850,2016,&quot;ceca, s.a.&quot;,Arabica,Caturra,Washed / Wet,250,69.0,7.58,7.5,7.42,7.67,7.42,7.5,10.0,10.0,0.09,82.75,Bluish-Green</list></item><item><list struct="atomic" id="1946">Brazil,south of minas,934,934,934,2016,ipanema coffees,Arabica,Bourbon,Natural / Dry,320,60.0,7.5,7.58,7.5,7.67,7.5,7.42,10.0,10.0,0.11,82.67,Bluish-Green</list></item><item><list struct="atomic" id="1947">Brazil,south of minas,0,0,0,2016,gabriel barbara,Arabica,nan,Pulped natural / honey,198,59.0,7.5,7.58,7.42,7.5,7.75,7.33,10.0,10.0,0.11,82.58,Green</list></item><item><list struct="atomic" id="1948">Brazil,campos altos - cerrado,0,0,0,2016,bourbon specialty coffees,Arabica,nan,nan,300,60.0,7.42,7.42,7.5,7.33,7.25,7.67,10.0,10.0,0.0,82.58,Green</list></item><item><list struct="atomic" id="1949">Guatemala,oriente,1219,1219,1219,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.5,7.5,7.33,7.5,7.67,7.5,10.0,10.0,0.1,82.5,Green</list></item><item><list struct="atomic" id="1950">Guatemala,san marcos,1700,1700,1700,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.67,7.58,7.25,7.67,7.42,7.33,10.0,10.0,0.12,82.42,Green</list></item><item><list struct="atomic" id="1951">Colombia,guayata,1600,1600,1600,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,43,70.0,5.08,7.75,7.83,7.75,7.83,8.08,10.0,10.0,0.11,82.42,Green</list></item><item><list struct="atomic" id="1952">Brazil,campos altos - cerrado,0,0,0,2016,bourbon specialty coffees,Arabica,nan,nan,300,60.0,7.42,7.5,7.33,7.5,7.25,7.42,10.0,10.0,0.11,82.42,Green</list></item><item><list struct="atomic" id="1953">Brazil,cerrado,982,982,982,2016,pedro santos e silva,Arabica,Catuai,Natural / Dry,320,2.0,7.33,7.5,7.5,7.33,7.5,7.5,10.0,10.0,0.11,82.33,Green</list></item><item><list struct="atomic" id="1954">Brazil,south of minas,934,934,934,2016,ipanema coffees,Arabica,Bourbon,Natural / Dry,320,60.0,7.5,7.5,7.42,7.5,7.42,7.5,10.0,10.0,0.11,82.33,Bluish-Green</list></item><item><list struct="atomic" id="1955">Guatemala,nuevo oriente,1450,1450,1450,2016,juan luis alvarado romero,Arabica,Pacas,Washed / Wet,275,69.0,7.67,7.5,7.25,7.67,7.42,7.42,10.0,10.0,0.11,82.25,Green</list></item><item><list struct="atomic" id="1956">Brazil,south of minas,934,934,934,2016,ipanema coffees,Arabica,Bourbon,Natural / Dry,320,60.0,7.42,7.42,7.5,7.42,7.42,7.5,10.0,10.0,0.11,82.17,Green</list></item><item><list struct="atomic" id="1957">Brazil,south of minas,894,894,894,2016,ipanema coffees,Arabica,Bourbon,Natural / Dry,320,60.0,7.42,7.58,7.42,7.5,7.42,7.25,10.0,10.0,0.11,82.08,Green</list></item><item><list struct="atomic" id="1958">Brazil,south of minas,944,944,944,2016,ipanema coffees,Arabica,Bourbon,Natural / Dry,230,60.0,7.5,7.33,7.42,7.5,7.33,7.42,10.0,10.0,0.11,82.0,Green</list></item><item><list struct="atomic" id="1959">Costa Rica,tarrazu,1900,1900,1900,2016,troy quimby,Arabica,Catuai,Pulped natural / honey,15,46.0,7.25,7.33,7.5,7.33,7.67,7.42,10.0,10.0,0.0,81.83,Green</list></item><item><list struct="atomic" id="1960">Brazil,monte carmelo,973,973,973,2016,gabriel barbara,Arabica,Mundo Novo,Natural / Dry,200,59.0,7.42,7.5,7.42,7.5,7.42,7.25,10.0,10.0,0.11,81.83,Green</list></item><item><list struct="atomic" id="1961">Honduras,marcala,1450,1450,1450,2016,cadexsa,Arabica,Catuai,Washed / Wet,275,69.0,7.58,7.5,7.33,7.33,7.42,7.25,10.0,10.0,0.11,81.67,Blue-Green</list></item><item><list struct="atomic" id="1962">&quot;Tanzania, United Republic Of&quot;,mbinga,1800,1800,1800,2016,taylor winch (coffee) ltd.,Arabica,nan,nan,320,60.0,7.17,7.33,7.33,7.42,7.5,7.33,10.0,10.0,0.0,81.67,Green</list></item><item><list struct="atomic" id="1963">Colombia,la plata,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,nan,nan,165,70.0,7.75,7.75,7.75,7.67,5.25,7.83,10.0,10.0,0.0,81.67,Unknown</list></item><item><list struct="atomic" id="1964">Guatemala,san marcos,1371,1371,1371,2016,juan luis alvarado romero,Arabica,Catuai,Washed / Wet,450,69.0,7.42,7.33,7.08,7.58,7.33,7.25,10.0,10.0,0.1,81.42,Green</list></item><item><list struct="atomic" id="1965">Colombia,huila,0,0,0,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,230,70.0,7.5,7.33,7.33,7.17,7.33,7.42,10.0,10.0,0.0,81.33,Unknown</list></item><item><list struct="atomic" id="1966">Mexico,veracruz,1130,1130,1130,2016,angel oscar medina rodriguez,Arabica,nan,nan,220,69.0,7.67,7.42,7.0,7.42,7.58,7.08,10.0,10.0,0.12,81.33,Green</list></item><item><list struct="atomic" id="1967">Nicaragua,&quot;dipilto, nueva segovia&quot;,1200,1200,1200,2016,&quot;exportadora atlantic, s.a.&quot;,Arabica,nan,Washed / Wet,275,69.0,7.33,7.5,7.17,7.17,7.58,7.17,10.0,10.0,0.09,81.17,Green</list></item><item><list struct="atomic" id="1968">Ethiopia,sidamo,0,0,0,2016,kerchanshe,Arabica,nan,Natural / Dry,300,60.0,7.42,7.33,7.17,7.33,7.42,7.17,10.0,10.0,0.11,81.08,Unknown</list></item><item><list struct="atomic" id="1969">Brazil,alta paulista (sao paulo),695,695,695,2016,gregorio sebba,Arabica,Mundo Novo,Natural / Dry,500,60.0,7.58,7.42,7.5,7.25,7.75,7.58,9.33,9.33,0.11,81.08,Green</list></item><item><list struct="atomic" id="1970">Guatemala,norte,3280,3280,3280,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,120,69.0,7.42,7.25,7.17,7.5,7.25,7.17,10.0,10.0,0.09,81.0,Green</list></item><item><list struct="atomic" id="1971">Colombia,guayata,1600,1600,1600,2016,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,43,70.0,7.67,7.5,7.42,5.25,7.67,7.75,10.0,10.0,0.0,81.0,Green</list></item><item><list struct="atomic" id="1972">Brazil,monte carmelo,0,0,0,2016,bourbon specialty coffees,Arabica,nan,nan,94,60.0,7.33,7.25,7.33,7.08,7.58,7.25,9.33,10.0,0.11,80.58,Green</list></item><item><list struct="atomic" id="1973">Nicaragua,nueva segovia,0,0,0,2016,&quot;exportadora atlantic, s.a.&quot;,Arabica,nan,nan,275,69.0,7.08,7.5,7.0,7.25,7.42,7.0,10.0,10.0,0.11,80.58,Green</list></item><item><list struct="atomic" id="1974">Honduras,marcala,1450,1450,1450,2016,cadexsa,Arabica,nan,nan,275,69.0,7.25,7.42,7.0,7.42,7.33,7.0,10.0,10.0,0.1,80.42,Green</list></item><item><list struct="atomic" id="1975">Burundi,mumirwa,1700,1700,1700,2016,simon mahinda,Arabica,nan,nan,300,60.0,7.08,7.25,7.17,7.33,7.08,7.08,10.0,10.0,0.12,80.33,Green</list></item><item><list struct="atomic" id="1976">Honduras,comayagua,1400,1400,1400,2016,bismarck castro,Arabica,Caturra,Natural / Dry,275,69.0,7.25,7.25,7.0,7.0,7.42,7.0,10.0,10.0,0.1,80.25,Green</list></item><item><list struct="atomic" id="1977">Mexico,sierra madre occidental,1600,1600,1600,2016,cafe de don balbino s.c. de r.l. de c.v.,Arabica,Caturra,Washed / Wet,60,69.0,7.25,7.17,7.0,7.33,7.33,7.0,10.0,10.0,0.1,80.25,Green</list></item><item><list struct="atomic" id="1978">Guatemala,oriente,190164,190164,190164,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,25,69.0,7.5,7.42,7.25,7.58,7.33,7.42,9.33,9.33,0.1,79.75,Green</list></item><item><list struct="atomic" id="1979">Guatemala,oriente,1219,1219,1219,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,25,69.0,7.42,7.42,7.25,7.58,7.42,7.33,9.33,9.33,0.1,79.67,Green</list></item><item><list struct="atomic" id="1980">Cote d?Ivoire,cnra station of divo,200,200,200,2016,rre kunene,Arabica,nan,Washed / Wet,2,1.0,7.42,7.25,6.83,7.0,7.33,7.08,9.33,10.0,0.13,79.33,Bluish-Green</list></item><item><list struct="atomic" id="1981">Guatemala,occidente,1320,1320,1320,2016,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,250,69.0,7.08,7.0,6.92,7.42,7.0,6.92,10.0,10.0,0.11,79.17,Green</list></item><item><list struct="atomic" id="1982">Nicaragua,jalapa,1100,1100,1100,2016,&quot;exportadora atlantic, s.a.&quot;,Arabica,Caturra,Other,1,1.0,7.17,7.0,6.92,7.0,7.0,7.0,10.0,10.0,0.1,78.83,Green</list></item><item><list struct="atomic" id="1983">Nicaragua,nueva segovia,0,0,0,2016,&quot;exportadora atlantic, s.a.&quot;,Arabica,nan,nan,275,69.0,7.08,7.0,6.75,6.83,7.08,6.92,10.0,10.0,0.1,78.58,Green</list></item><item><list struct="atomic" id="1984">Indonesia,ijen,1300,1300,1300,2016,sanjava coffee,Arabica,Java,Washed / Wet,2,1.0,6.92,6.83,6.92,6.92,6.92,6.83,10.0,10.0,0.13,78.17,Unknown</list></item><item><list struct="atomic" id="1985">India,chickmangalore,0,0,0,2016,joshua marsceau,Arabica,nan,Natural / Dry,20,50.0,7.67,7.33,7.17,6.67,7.17,7.42,9.33,6.67,0.0,76.83,Green</list></item><item><list struct="atomic" id="1986">Brazil,campos altos - cerrado,0,0,0,2016,bourbon specialty coffees,Arabica,nan,nan,300,60.0,7.25,6.58,6.58,7.0,7.0,6.42,8.0,10.0,0.11,73.5,Green</list></item><item><list struct="atomic" id="1987">Nicaragua,jalapa,1100,1100,1100,2016,&quot;exportadora atlantic, s.a.&quot;,Arabica,Caturra,Other,550,69.0,7.25,6.58,6.33,6.25,6.42,6.08,6.0,6.0,0.13,63.08,Green</list></item><item><list struct="atomic" id="1988">Ecuador,&quot;san juan, playas&quot;,0,0,0,2016,luis robles,Robusta,nan,nan,1,2.0,7.75,7.58,7.33,7.58,5.08,7.83,10.0,7.75,0.0,78.75,Blue-Green</list></item><item><list struct="atomic" id="1989">Ecuador,&quot;san juan, playas&quot;,40,40,40,2016,luis robles,Robusta,nan,nan,1,2.0,7.5,7.67,7.75,7.75,5.17,5.25,10.0,8.42,0.0,78.08,Blue-Green</list></item><item><list struct="atomic" id="1990">Panama,boquete,1600,1600,1600,2017,gonzalo hernandez,Arabica,Gesha,Washed / Wet,37,60.0,8.0,8.0,7.92,8.08,7.83,8.0,10.0,10.0,0.08,85.83,Bluish-Green</list></item><item><list struct="atomic" id="1991">Ethiopia,addis ababa,0,0,0,2017,seid damtew coffee planataion,Arabica,Caturra,Natural / Dry,320,19200.0,7.83,8.0,7.83,8.17,7.92,8.0,10.0,10.0,0.09,85.75,None</list></item><item><list struct="atomic" id="1992">Indonesia,sumatra brastagi,1400,1400,1400,2017,aulia arif syahri,Arabica,Mandheling,Other,200,30.0,7.67,7.67,7.83,7.58,7.83,7.83,10.0,10.0,0.0,84.42,Blue-Green</list></item><item><list struct="atomic" id="1993">Guatemala,san marcos,1700,1700,1700,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.75,7.83,7.58,7.83,7.67,7.75,10.0,10.0,0.13,84.17,Green</list></item><item><list struct="atomic" id="1994">Indonesia,aceh tengah,0,0,0,2017,pt.royal pacific indah international,Arabica,Mandheling,Natural / Dry,2,2.0,7.81,7.88,7.56,7.75,7.63,7.75,10.0,10.0,0.12,84.13,Bluish-Green</list></item><item><list struct="atomic" id="1995">Costa Rica,nan,0,0,0,2017,amanda powers,Arabica,nan,Washed / Wet,275,68.0388,7.58,7.75,7.67,7.75,7.83,7.75,10.0,10.0,0.08,84.0,None</list></item><item><list struct="atomic" id="1996">Ethiopia,sidamo,1800,1800,1800,2017,kyagalanyi coffee ltd,Arabica,Gesha,Natural / Dry,320,60.0,7.83,7.75,7.67,7.75,7.33,7.75,10.0,10.0,0.11,84.0,Green</list></item><item><list struct="atomic" id="1997">Honduras,comayagua,1500,1500,1500,2017,bismarck castro,Arabica,Caturra,Washed / Wet,275,66.0,7.42,7.83,7.75,7.92,7.75,7.58,10.0,10.0,0.1,84.0,Green</list></item><item><list struct="atomic" id="1998">Mexico,veracruz,1300,1300,1300,2017,cafes tomari sa de cv,Arabica,Mundo Novo,Washed / Wet,200,69.0,7.83,7.83,7.58,7.92,7.42,7.5,10.0,10.0,0.11,83.92,Green</list></item><item><list struct="atomic" id="1999">Colombia,huila,442,442,442,2017,carcafe ltda ci,Arabica,Caturra,Washed / Wet,275,70.0,7.83,7.83,7.58,7.58,7.58,7.58,10.0,10.0,0.11,83.75,Green</list></item><item><list struct="atomic" id="2000">Kenya,meru county,1700,1700,1700,2017,kennedy macharia,Arabica,SL28,Washed / Wet,200,60.0,8.08,7.67,7.67,7.58,7.25,7.67,10.0,10.0,0.11,83.67,Bluish-Green</list></item><item><list struct="atomic" id="2001">Guatemala,san marcos,1700,1700,1700,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.67,7.75,7.5,7.58,7.58,7.67,10.0,10.0,0.1,83.42,Green</list></item><item><list struct="atomic" id="2002">Mexico,sierra madre occidental,1600,1600,1600,2017,cafe de don balbino s.c. de r.l. de c.v.,Arabica,Typica,Washed / Wet,50,50.0,7.67,7.83,7.42,7.83,7.33,7.5,10.0,10.0,0.11,83.25,Blue-Green</list></item><item><list struct="atomic" id="2003">Guatemala,oriente,1901,1901,1901,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,275,69.0,7.58,7.58,7.33,7.67,7.75,7.58,10.0,10.0,0.1,83.17,Green</list></item><item><list struct="atomic" id="2004">Peru,nan,0,0,0,2017,andrea bernal,Arabica,nan,nan,200,13800.0,7.92,7.5,7.5,7.58,7.67,7.5,10.0,10.0,0.11,83.17,Green</list></item><item><list struct="atomic" id="2005">Vietnam,dala,1550,1550,1550,2017,&quot;sunvirtue co., ltd.&quot;,Arabica,Catimor,Natural / Dry,1,2.0,7.58,7.42,7.08,7.33,7.58,8.58,10.0,10.0,0.07,83.17,None</list></item><item><list struct="atomic" id="2006">Colombia,guayata,1500,1500,1500,2017,racafe &amp; cia s.c.a,Arabica,Caturra,Washed / Wet,129,70.0,7.58,7.67,7.5,7.33,7.67,7.58,10.0,10.0,0.11,82.92,Green</list></item><item><list struct="atomic" id="2007">Kenya,nyeri,1754,1754,1754,2017,jungle estate,Arabica,SL28,Washed / Wet,27,50.0,7.75,7.58,7.42,7.58,7.5,7.5,10.0,10.0,0.1,82.83,Green</list></item><item><list struct="atomic" id="2008">Guatemala,san marcos,1700,1700,1700,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.5,7.58,7.33,7.67,7.58,7.58,10.0,10.0,0.11,82.83,Green</list></item><item><list struct="atomic" id="2009">Guatemala,santa rosa,1800,1800,1800,2017,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,275,69.0,7.58,7.67,7.5,7.58,7.5,7.42,10.0,10.0,0.11,82.75,Green</list></item><item><list struct="atomic" id="2010">Guatemala,san marcos,1700,1700,1700,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.5,7.67,7.17,7.67,7.67,7.58,10.0,10.0,0.11,82.75,Green</list></item><item><list struct="atomic" id="2011">Guatemala,santa rosa,1219,1219,1219,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.5,7.5,7.42,7.58,7.67,7.5,10.0,10.0,0.1,82.75,Green</list></item><item><list struct="atomic" id="2012">Guatemala,oriente,1219,1219,1219,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,25,69.0,7.42,7.58,7.42,7.67,7.5,7.5,10.0,10.0,0.1,82.75,Green</list></item><item><list struct="atomic" id="2013">Indonesia,sapan toraja,1500,1500,1500,2017,sanjava coffee,Arabica,Sulawesi,Other,2,1.0,7.5,7.58,7.42,7.58,7.58,7.5,10.0,10.0,0.12,82.75,Blue-Green</list></item><item><list struct="atomic" id="2014">Guatemala,el progreso,157,157,157,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,25,69.0,7.58,7.58,7.33,7.58,7.33,7.67,10.0,10.0,0.12,82.75,Green</list></item><item><list struct="atomic" id="2015">Honduras,comayagua,1400,1400,1400,2017,bismarck castro,Arabica,Caturra,Natural / Dry,275,69.0,7.58,7.5,7.42,7.58,7.5,7.5,10.0,10.0,0.09,82.75,Green</list></item><item><list struct="atomic" id="2016">Guatemala,oriente,1219,1219,1219,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,25,69.0,7.5,7.42,7.42,7.75,7.5,7.5,10.0,10.0,0.1,82.58,Green</list></item><item><list struct="atomic" id="2017">Indonesia,bali,1250,1250,1250,2017,sanjava coffee,Arabica,Other,Washed / Wet,2,1.0,7.83,7.75,7.25,7.5,7.42,7.33,10.0,10.0,0.11,82.5,Green</list></item><item><list struct="atomic" id="2018">Honduras,comayagua,1400,1400,1400,2017,elsy reyes,Arabica,Caturra,Washed / Wet,275,69.0,7.58,7.58,7.33,7.5,7.5,7.5,10.0,10.0,0.1,82.5,Green</list></item><item><list struct="atomic" id="2019">Honduras,&quot;comayagua, honduras&quot;,1500,1500,1500,2017,brian beck,Arabica,Other,Washed / Wet,1,2.0,7.42,7.67,7.17,7.58,7.58,7.5,10.0,10.0,0.12,82.42,Green</list></item><item><list struct="atomic" id="2020">Guatemala,san marcos,1700,1700,1700,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.58,7.5,7.33,7.75,7.33,7.5,10.0,10.0,0.1,82.42,Green</list></item><item><list struct="atomic" id="2021">Guatemala,el progreso,157,157,157,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,20,69.0,7.58,7.5,7.25,7.67,7.5,7.5,10.0,10.0,0.12,82.42,Green</list></item><item><list struct="atomic" id="2022">Honduras,comayagua,1396,1396,1396,2017,bismarck castro,Arabica,Caturra,Washed / Wet,275,69.0,7.5,7.58,7.33,7.5,7.42,7.42,10.0,10.0,0.1,82.33,Green</list></item><item><list struct="atomic" id="2023">Indonesia,aceh gayo,1300,1300,1300,2017,sanjava coffee,Arabica,Bourbon,Washed / Wet,2,1.0,7.5,7.5,7.42,7.42,7.5,7.42,10.0,10.0,0.15,82.08,Unknown</list></item><item><list struct="atomic" id="2024">Guatemala,oriente,1901,1901,1901,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,25,69.0,7.58,7.5,7.25,7.58,7.58,7.5,9.33,10.0,0.1,81.92,Green</list></item><item><list struct="atomic" id="2025">Guatemala,santa rosa,1219,1219,1219,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.5,7.5,7.25,7.42,7.42,7.42,10.0,10.0,0.11,81.92,Green</list></item><item><list struct="atomic" id="2026">Honduras,comayagua,1400,1400,1400,2017,bismarck castro,Arabica,Caturra,Washed / Wet,274,67.0,7.58,7.5,7.25,7.33,7.42,7.5,10.0,10.0,0.12,81.92,Green</list></item><item><list struct="atomic" id="2027">Guatemala,oriente,157,157,157,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,25,69.0,7.42,7.5,7.25,7.5,7.33,7.42,10.0,10.0,0.1,81.83,Green</list></item><item><list struct="atomic" id="2028">Guatemala,san marcos,1700,1700,1700,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.5,7.5,7.25,7.42,7.42,7.33,10.0,10.0,0.11,81.75,Green</list></item><item><list struct="atomic" id="2029">Guatemala,san marcos,1700,1700,1700,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.42,7.42,7.08,7.42,7.33,7.42,10.0,10.0,0.1,81.67,Green</list></item><item><list struct="atomic" id="2030">Guatemala,santa rosa,1219,1219,1219,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,80,69.0,7.42,7.33,7.17,7.67,7.33,7.42,10.0,10.0,0.12,81.67,Green</list></item><item><list struct="atomic" id="2031">Guatemala,huehuetenango,190164,190164,190164,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,25,69.0,7.42,7.42,7.08,7.5,7.42,7.33,10.0,10.0,0.12,81.58,Green</list></item><item><list struct="atomic" id="2032">Guatemala,santa rosa,1219,1219,1219,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.67,7.58,7.17,7.42,7.33,7.42,9.33,10.0,0.1,81.5,Green</list></item><item><list struct="atomic" id="2033">Nicaragua,jalapa,1100,1100,1100,2017,&quot;exportadora atlantic, s.a.&quot;,Arabica,Caturra,Other,550,69.0,7.5,7.42,7.33,7.33,7.25,7.33,10.0,10.0,0.11,81.5,Green</list></item><item><list struct="atomic" id="2034">Honduras,comayagua,1400,1400,1400,2017,elsy reyes,Arabica,Caturra,Washed / Wet,275,69.0,7.5,7.5,7.33,7.42,7.17,7.25,10.0,10.0,0.1,81.5,Green</list></item><item><list struct="atomic" id="2035">Guatemala,santa rosa,0,0,0,2017,juan luis alvarado romero,Arabica,Bourbon,nan,50,69.0,7.5,7.42,7.25,7.25,7.5,7.25,10.0,10.0,0.12,81.5,Green</list></item><item><list struct="atomic" id="2036">Mexico,veracruz,1100,1100,1100,2017,cafes tomari sa de cv,Arabica,Mundo Novo,Washed / Wet,200,69.0,7.58,7.33,7.08,7.33,7.5,7.33,10.0,10.0,0.12,81.42,Green</list></item><item><list struct="atomic" id="2037">Guatemala,oriente,1901,1901,1901,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,25,69.0,7.67,7.67,7.33,7.58,7.67,7.5,9.33,9.33,0.1,80.92,Green</list></item><item><list struct="atomic" id="2038">Kenya,kiambu,1600,1600,1600,2017,lydiah mwangi,Arabica,SL28,Washed / Wet,150,60.0,7.17,7.58,7.5,7.5,8.0,7.75,10.0,10.0,0.11,80.92,Green</list></item><item><list struct="atomic" id="2039">Mexico,veracruz,1100,1100,1100,2017,grupo santab s.a de c.v.,Arabica,Bourbon,Washed / Wet,240,69.0,7.5,7.33,7.17,7.42,7.5,7.33,9.33,10.0,0.11,80.92,Green</list></item><item><list struct="atomic" id="2040">Guatemala,santa rosa,1500,1500,1500,2017,juan luis alvarado romero,Arabica,Caturra,Washed / Wet,275,69.0,7.33,7.25,7.08,7.17,7.25,7.17,10.0,10.0,0.1,80.5,Green</list></item><item><list struct="atomic" id="2041">Honduras,ocotepeque,1650,1650,1650,2017,janny marlith torres,Arabica,Catuai,Washed / Wet,15,69.0,7.58,7.33,7.0,7.17,7.33,7.08,10.0,10.0,0.11,80.5,Green</list></item><item><list struct="atomic" id="2042">Vietnam,dala,1550,1550,1550,2017,&quot;sunvirtue co., ltd.&quot;,Arabica,Catimor,Other,1,2.0,7.42,7.25,7.25,7.58,7.42,7.33,8.67,10.0,0.0,80.17,Unknown</list></item><item><list struct="atomic" id="2043">Nicaragua,jinotega,1250,1250,1250,2017,&quot;comercial internacional exportadora, s.a.&quot;,Arabica,Caturra,Washed / Wet,275,69.0,7.33,7.08,6.92,7.08,7.42,7.17,10.0,10.0,0.1,80.0,Green</list></item><item><list struct="atomic" id="2044">Kenya,kiambu,1500,1500,1500,2017,kennedy macharia,Arabica,SL34,Washed / Wet,200,12000.0,7.0,7.08,7.0,7.17,7.25,7.25,10.0,10.0,0.11,79.83,Unknown</list></item><item><list struct="atomic" id="2045">Guatemala,san marcos,1700,1700,1700,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.33,7.25,6.92,7.33,7.25,7.33,9.33,10.0,0.1,79.83,Green</list></item><item><list struct="atomic" id="2046">Guatemala,santa rosa,1219,1219,1219,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.33,7.42,7.33,7.42,7.5,7.42,8.67,9.33,0.1,79.17,Green</list></item><item><list struct="atomic" id="2047">Honduras,ocotepeque,1650,1650,1650,2017,janny marlith torres,Arabica,Catuai,Washed / Wet,15,69.0,7.58,7.0,6.75,6.92,7.0,6.92,10.0,10.0,0.11,79.17,Green</list></item><item><list struct="atomic" id="2048">Guatemala,san marcos,1700,1700,1700,2017,juan luis alvarado romero,Arabica,Bourbon,Washed / Wet,50,69.0,7.58,7.67,7.42,7.42,7.67,7.67,8.67,8.67,0.1,79.08,Green</list></item><item><list struct="atomic" id="2049">Honduras,comayagua,1400,1400,1400,2017,bismarck castro,Arabica,Caturra,nan,275,69.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.12,0.0,Green</list></item><item><list struct="atomic" id="2050">India,chikmagalur karnataka indua,3170,3170,3170,2017,nishant gurjer,Robusta,nan,Washed / Wet,320,60.0,8.0,7.75,7.92,8.0,7.92,7.92,10.0,8.0,0.0,83.5,Unknown</list></item><item><list struct="atomic" id="2051">India,chikmagalur karnataka india,3140,3140,3140,2017,nishant gurjer,Robusta,nan,Washed / Wet,320,60.0,7.67,7.75,7.83,7.67,7.92,7.83,10.0,7.92,0.1,82.5,Bluish-Green</list></item><item><list struct="atomic" id="2052">Honduras,western region,1200,1200,1200,2018,mdh,Arabica,Catimor,Washed / Wet,275,69.0,7.5,7.42,7.08,7.42,7.5,7.33,10.0,10.0,0.11,81.58,Blue-Green</list></item></list></variable><variable name="new list"><list struct="atomic" id="2053">,3,4,1,1,1,1,3,1,1,1,2,1,2,2,1,1,2,1,1,1,4,1,1,2,2,1,1,2,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,1,1,1,2,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,4,3,1,1,1,1,1,1,1,2,2,1,1,1,1,2,1,2,3,1,3,3,3,3,3,3,3,3,3,3,1,3,3,2,1,1,1,2,1,1,2,1,2,2,1,2,1,1,2,1,2,2,1,2,1</list></variable></variables></scene></scenes></project><media name="XU_U5L3_DATA_PROCESSING" app="Snap! 10.7.1, https://snap.berkeley.edu" version="2"><costume name="Flag_Map_of_The_World" center-x="240" center-y="180" 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" 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