From 85be2e329928e5819bfcbb2b4c556926d5ed995d Mon Sep 17 00:00:00 2001 From: Isabel Alvarado Blanco Uribe Date: Fri, 12 Feb 2021 12:32:59 -0500 Subject: [PATCH 01/11] adding viz --- .DS_Store | Bin 0 -> 6148 bytes .vscode/settings.json | 3 + README.md | 23 +- Rplots.pdf | Bin 0 -> 11632 bytes __pycache__/altair.cpython-39.pyc | Bin 0 -> 200 bytes altair-vis.py | 18 + chart.html | 19 + chart2.html | 12 + d3-viz.js | 58 ++ img/altair-python.png | Bin 0 -> 56366 bytes img/chart-google.png | Bin 0 -> 19091 bytes img/d3-js-pic.png | Bin 0 -> 50873 bytes img/flourish.png | Bin 0 -> 165582 bytes img/python-matplotlib.png | Bin 0 -> 161430 bytes img/rchart.png | Bin 0 -> 209872 bytes img/tableau.png | Bin 0 -> 119249 bytes sample.py | 3 + tableau.twb | 944 ++++++++++++++++++++++++++++++ using-python.py | 21 + usingr.r | 9 + 20 files changed, 1109 insertions(+), 1 deletion(-) create mode 100644 .DS_Store create mode 100644 .vscode/settings.json create mode 100644 Rplots.pdf create mode 100644 __pycache__/altair.cpython-39.pyc create mode 100644 altair-vis.py create mode 100644 chart.html create mode 100644 chart2.html create mode 100644 d3-viz.js create mode 100644 img/altair-python.png create mode 100644 img/chart-google.png create mode 100644 img/d3-js-pic.png create mode 100644 img/flourish.png create mode 100644 img/python-matplotlib.png create mode 100644 img/rchart.png create mode 100644 img/tableau.png create mode 100644 sample.py create mode 100644 tableau.twb create mode 100644 using-python.py create mode 100644 usingr.r diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..f10092a748eb11a1cd69ed548d0241d9576a5818 GIT binary patch literal 6148 zcmeH~JqiLr422WdLa^D=avBfd4F=H@cmYvC1jRz^=jgutG_KaN$O|OjB(q_6U$L_h z5nVq|E0JDAW^kh{EeuSNcXE-NoKKJA^>Dvmt>iXIS^?h6U_ZABDnJFO02QDDRA593 zET z-P^&E*VSYTM!RSZADVYon_^%Z?V<$hojhD)^_2c!dzR#+y8yxh@5#D|Rkl0bYfV*M8*aED{7DNTc9|4zvfeQRoffuO! B5o!Pc literal 0 HcmV?d00001 diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 00000000..39740548 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,3 @@ +{ + "python.pythonPath": "/usr/local/opt/python@3.9/bin/python3.9" +} \ No newline at end of file diff --git a/README.md b/README.md index 7ee8e8fb..770d5606 100644 --- a/README.md +++ b/README.md @@ -41,6 +41,7 @@ Of the 5 tools, you must use at least 3 libraries (libraries require code of som This could be `Python, R, Javascript`, or `Java, Javascript, Matlab` or any other combination. Dedicated tools (i.e. Excel) do not count towards the language requirement. + Otherwise, you should seek tools and libraries to fill out your 5. Below are a few ideas. Do not limit yourself to this list! @@ -129,10 +130,30 @@ While it takes time to find the correct documentation, these functions made the ![ggplot2](img/ggplot2.png) -# d3... +# d3.js (And so on...) +![d3](img/d3-js-pic.png) + +# Python + Altair + +![altair](img/altair-python.png) + +# Python + Matplotlib + +![matplotlib](img/python-matplotlib.png) + +# Google Sheets + +![google](img/chart-google.png) + +# Tableau + +![tableau](img/tableau.png) +# Flourish + +![flourish](img/flourish.png) ## Technical Achievements - **Proved P=NP**: Using a combination of... diff --git a/Rplots.pdf b/Rplots.pdf new file mode 100644 index 0000000000000000000000000000000000000000..115d78c9acb6b1ab015c7766b0eeefa6725cf395 GIT binary patch literal 11632 zcmaKS2RK|?7j_~+^ym@7AcQDm^e%eu501p6R zX^Sr|jt`VYLM)u12)LYu69m8}C(6si3&Q+?czOBwcm>$;f$9jW|K~M5sFOXWmkvM? zY2ok;3Pu4mot+$JQw zp1T7C0FegIGbYVU-(1E7LECOC2sFv1FQ$r~hn+RG67L_Z(3uB@8TRIv^-1{t? z4|)tnlwd5kJ`9v8A6o3VJT6ljY0qu%XZW!b((c=EviP&dH+rK6c0N>Dd)}{aCh2o< zJfE8Bb5WA%b?$a@s?NJ~XzksPwLEOIjY@k`utQVdSj<8b^o~L;wVH2 zulHiEw~GH_r@SP=W{QDDB6^<<>>IU{UoYk9(f(<}ec{~TXKm0-_|J`*)9VvuFZXcm z5f|51H3}r{d_Fc5uuGwcPNk;33UQG%{V?}O`zMc}?PWlcP)UaTx}Bku=g-8oG8MmW zc~U-(z8DMDboM-yTx5EMi`?k{(2py}O_Gq92^BL2)CfBMu(~_h#m6NTx^Uw8{Q21$nwRFV1Qm3JuXT z6;f4}dfth<9V6ZCq{9(Xrrmqb^61j(477)P^V*>O;7kM0onrN=-0kx5L~%}*L(8M? z)aZ?qI1+}-y)r}L5&f2ijr`md@ zlx}LRvbNAfqWC(~p=H(2#EQ)5Vq=DJ9;X?w#{76cLbX1V;gEd2PMBWg+wzJVdHj$! z{{wP^7Llz>RbBdiJ%5kpp^ym%WZ6^-p1szHy3^)aKaZeCM2A)7dXNk5zq_!vwyMW-H1bF! z3P7{ud=N{wnlAZ@8IMTQ&bO=XXJr_R{FIkb+D;G5l0(Yq2Wwm2SmlBRJDR#~>kj#w z7t7C34@GD$M0y%sWk=<}d=OB!M`L`G>tu*;dt6j+p7(dTM;!DlE$fvG947M50mb+8 zDPbxqc7evQ`Zj^lwVp-7dsI>Gj7M66Y9wx8h6FrRESt+?M8EcRIs8ysPlfhJIh^(tVH430`EH$7_ZDf$OCh`ys|~XX1t#*PG(eK z2aO3Z@8Y?msrgw2*;bZJIQy1-L`z|cge+6J`KhoF6BoR?@#5qO(doAh<%YL9W_U$< z@5zFqV{zJ_w=4GEVA4MJiK{>J?n3z!P+~^-JhWh75ad8SkaI@C+Iv6$4w0%#YG7T` zyG+oRGWuyls*8^qgwZ!Qbm>>Th8DH6A%yH>i`^0kX_XJbK@$T3zoV!Oec@14ysmUqcKI}M8z_8HL+u7h)i~#X zM@9{iQq&)Q4-T5-%aTM(r++td;I+AFLDL%o*8(wT!8#$YN{gnd0)1(9Ls`zrmq&$* z=r%9DSkU|N#idF=v=&oMdHYd9HPb*_^_V*C^X)K$Gb7cMTIDwTWtb{`BAF*zEY0dj z+R-s?jz5~&Tb%#xoethTr?AHjgp6YeTlS%&SsD+N`}~yEwOj){pRw*RnZf=FIGv%< zfw-?@oK;d;S#q9R9J+?P`);_pC`*Jn)#HWxj2ju$_==W}ah6U;zMtH)BxE@7`f#7= z>Lg#qx`8Wo-HU2M&^Mxl;{jNvG%&9^q)-y!$!n#Yov)PGlMq8)ecXgoA)gr*zwQj@ zD*f?%CI+s3PBwU$(DJ_N>3Rc8T=}!sxb*cwaZe<2{p_H8&|fBE%YJ=7D&={bN_NsE zMQbo)NB{{Y7hGhQ6QvPtsTu{Q`+a=DMnueZSuSDVv@y`bPcoEADV8>sG# z_KiLN!CU?_J4@ur!q76w@f#xSY)eB6Za9MvMzC0D2X)l3t~1gmCa{vafsTnalcTTy zbnH0B&#j(22y+Eh5aZ`e)LUj*h<0GIJY|pf5 z`{84RH`AMU(?NtsWFtBSm-%bESObsl++untIzg`k)OgbrYw$7R&Jv65?4)n*fQovyg=6KDld2Y4~@@>V;t>a$fwrrvmKf*7-B`m_1=p(XG<#fg*VJd|R ze)Q9vZe1bvRqF}HJX1f@jVJo+f`gImrAN&O6+!}oi>BXfh| zc0sN5e0W>KvYz*0}lxS$&zUB|N?p3JViZiWA%oQT$HN z>P{1+7ihlO#nPW&ij7&PZ|AA=c+^M*Uw^z?D=nYo|5pN@A@fi6JyKrl(S4AIeqMW~ zmwLKQ*A~zz$bMN#xJ-&93~Ry>*cl2#|BE(vde?An(6Ba2IuspBu6_-Ytz7jhL#6#H(U8 z{e*Pvi7uCf9pQJ*l4wXbk4p^Es`TNx*@65 zB|miZDcjR5z*@`lF`u)aKn;RzZ3c_7>e;1AM@bEIR80khZ(s{q*n!Pur*fIRdJYo0 zbu9Gj5S=L@d9b#Insj2RJ73$2h?qQW+FG=PpG6ZWRlnJnXXH`}3M0TW+R4AuIio)- zNb*C5RfC~#wLU@ z;>>C!@7PwYyO@aM87%l3z7ME}*Z$c{1W-r4W;-cRoV*%M&Lwhk)ej9?OGVR)TG}Ul zX9>n3i{hA6f(D2*bctZu@(C4g4XF7$Bl+ocM(@b~BdN zUu%pHoPe5@*hI%!myF$_Zhdz>?EA|tE(e9t=$I#DK>k^!<`{uiQ+w~TcEl(ls4#lm z`{ZMTJQFpN^*n-psv()?CLSLd+z$g}J}S^Q=!5z9iwB}LjQLd@~acpYg0 zyKPx^wL$b9^DdG=9Y0Fv%gR~%V}VZ|6*(GHxt0@6=#Jm{KN7F(?LkBpao?j^o657@ zx~(3bF3AEeTx>hBS1hvA$}b3a)4$ z`unF!@`k=ZY4m4p(2Ky2%#F7N^9`l&qP{&^ZT0ZZ)tt&r3NHQSF9xwBHH+crHjuLK z$ltud(iTN2H(ZzklzpT8kq3^*qgZS4!)$iprOi!LiA@kqZ5g|$4U<9EHy?tlzm6FD zJEkhQayiqbt+eiRI=0UR+tf*l2Te0>FhJv+{wv9mP-6~ zVpu&~vkbGUxiPEy=g*kS*N)Go47)_BmjiSS&6K{6X{pcdlCcM}E!m+Y7DJ3B(b;`n zrNSd}tK@4FWrqc+6q(i&aoyY&K$jWv>lQ_h^ajknrXrk%6R#HS9)h#ftj!Wj9>rTG z_`}n7zc;V9hWl@ZzG_lVx`9>a{zsJ(*(7c5?85^=#x3G0_UxaSh5bQw^y{Ya=hmpgJ|in) zVttiE|Cn+xd2)YcA<}kDWxU2)A8FPr%qo~))*bUiM6*b@CT;LewFHxasL*#LSK<>KXNK+)gy%ix@XB8P%=F(aotcH_VDIpV2)oPTTk{wp0#`>9~$b*7*miYG{-g zcZ5rHXA`T|cg{t$1@~{9`fx84gHyrpC$+yGc+)bsEq#91^x#B67T7jc4okN|RX-TN zU%G07e)Isk=Xh6`RN^64^P_z-Vf#6}V!(F(_)X?_*EcQKBv33Ggl--d5*YBlUc^D! ze%q_1o`vHq7{B_}8zo1{Zi4n@v14M(->=W&YEvaeU7{wwX3<7W_f=+ZcS%m488+0X z%CnDDAZwhBlyNI?Sj??HkK_U~me3w;lXKV>aNy=uGZ4O8gbQG}4F;$F21{odERS1X zuE|6Q6B*Bz&J?1eIt>;kQCcSJv}x%3%YA80aYjO=5qw(jsVXhKnVi1Wc#&ctZX$l& zxOewQ#88`yd3EmFAUVgBZVKbCU#*9N|CDsVI%Af%l)r_A$g#B+}Dvd zw7MR%dz2b-$(^xxMtklE(^(V#ig~Wy$nC0e4^``9-^F&{#uR?9?wK*~)HPX3@VfTUrxK>%)Mqgb;0fRP;+oC>u zpvIOrRU98`08ghQSA7J*FB;Z3RWefPMTzfdoNN{ylB*W>+(X9?iKFrC{WvhUam
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+ + + \ No newline at end of file diff --git a/chart2.html b/chart2.html new file mode 100644 index 00000000..6ca2e2c9 --- /dev/null +++ b/chart2.html @@ -0,0 +1,12 @@ + + + + + + + + +
+ + + \ No newline at end of file diff --git a/d3-viz.js b/d3-viz.js new file mode 100644 index 00000000..e46bbe2b --- /dev/null +++ b/d3-viz.js @@ -0,0 +1,58 @@ +margin = {top: 10, right: 30, bottom: 30, left: 60}, + width = 460 - margin.left - margin.right, + height = 400 - margin.top - margin.bottom; + +var svg = d3.select("#dataviz") + .append("svg") + .attr("width", 5000) + .attr("height", 5000) + .append("g") + .attr("transform", + "translate(" + margin.left + "," + margin.top + ")"); + +d3.csv("cars-sample.csv").then(function(data){ + + var colors = {"bmw":"lightcoral","ford":"olive","honda":"green","mercedes":"cornflowerblue","toyota":"fuchsia"} + + console.log(data) + // Add X axis + var x = d3.scaleLinear() + .domain([1500, 5000]) + .range([ 0, width ]); + svg.append("g") + .attr("transform", "translate(0," + height + ")") + .call(d3.axisBottom(x)); + + // Add Y axis + var y = d3.scaleLinear() + .domain([8, 48]) + .range([ height, 0]); + svg.append("g") + .call(d3.axisLeft(y)); + + // Add dots + svg.append('g') + .selectAll("dot") + .data(data) + .enter() + .append("circle") + .attr("cx", function (d) { return x(d.Weight); } ) + .attr("cy", function (d) { return y(d.MPG); } ) + .attr("r", function (d) { return d.Weight/700; } ) + .attr("opacity", "0.5" ) + .style("fill", function (d) { return colors[d.Manufacturer]; }) + + }) + + svg.append("text") + .attr("x", 200) + .attr("y", 400) + .style("text-anchor", "middle") + .text("Weight"); + + svg.append("text") + .attr("transform", "rotate(-90)") + .attr("x", -180) + .attr("y", -30) + .style("text-anchor", "middle") + .text("MPG"); \ No newline at end of file diff --git a/img/altair-python.png b/img/altair-python.png new file mode 100644 index 0000000000000000000000000000000000000000..56d4c4c23839c56fee58b818558fd31967635f31 GIT binary patch literal 56366 zcmbTdWmFtp_b-S9cPF?6Cuor1?$Stbg1fuBLvRh+coW>+lHdV?y99T4%PpQ~-uHiJ 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connection='textscan.03sx4060wmte0216xt9y51ca5j1z' name='cars-sample.csv' table='[cars-sample#csv]' type='table'> + + + + + + + + + + + + + + + + + + 0 + [cars-sample.csv] + + Count + true + + "UTF-8" + "en_US" + "," + "true" + "en_US" + "" + + + + F1 + 20 + [F1] + [cars-sample.csv] + F1 + 0 + integer + Sum + true + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + Car + 129 + [Car] + [cars-sample.csv] + Car + 1 + string + Count + 1 + 1073741823 + true + + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + Manufacturer + 129 + [Manufacturer] + [cars-sample.csv] + Manufacturer + 2 + string + Count + 1 + 1073741823 + true + + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + MPG + 5 + [MPG] + [cars-sample.csv] + MPG + 3 + real + Sum + true + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + Cylinders + 20 + [Cylinders] + [cars-sample.csv] + Cylinders + 4 + integer + Sum + true + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + Displacement + 20 + [Displacement] + [cars-sample.csv] + Displacement + 5 + integer + Sum + true + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + Horsepower + 20 + [Horsepower] + [cars-sample.csv] + Horsepower + 6 + integer + Sum + true + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + Weight + 20 + [Weight] + [cars-sample.csv] + Weight + 7 + integer + Sum + true + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + Acceleration + 5 + [Acceleration] + [cars-sample.csv] + Acceleration + 8 + real + Sum + true + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + Model.Year + 20 + [Model.Year] + [cars-sample.csv] + Model.Year + 9 + integer + Sum + true + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + Origin + 129 + [Origin] + [cars-sample.csv] + Origin + 10 + string + Count + 1 + 1073741823 + true + + <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[cars-sample.csv_66667F882DCF4445AB048175BDC42495] + + + + + + + <_.fcp.ObjectModelTableType.true...column caption='cars-sample.csv' datatype='table' name='[__tableau_internal_object_id__].[cars-sample.csv_66667F882DCF4445AB048175BDC42495]' role='measure' type='quantitative' /> + + + + + + + <_.fcp.ObjectModelEncapsulateLegacy.true...object-graph> + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [federated.0tbl3621jgp9xx10yjwg20lt281n].[none:MPG:qk] + [federated.0tbl3621jgp9xx10yjwg20lt281n].[none:Weight:qk] +
+ +
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diff --git a/using-python.py b/using-python.py new file mode 100644 index 00000000..7a8287aa --- /dev/null +++ b/using-python.py @@ -0,0 +1,21 @@ +import matplotlib.pyplot as plt +import matplotlib.colors +import pandas as pandas + +data = pandas.read_csv('cars-sample.csv') +x = data['Weight'] +y = data['MPG'] +manufacturers=data['Manufacturer'] + +colors = {"bmw":"lightcoral","ford":"tab:green","honda":"green","mercedes":"cornflowerblue","toyota":"tab:pink"} +dictionary = pandas.DataFrame(dict(x=x,y=y,manufacturers = manufacturers)) + +fig, ax = plt.subplots() + +ax.scatter(dictionary['x'],dictionary['y'],c=dictionary['manufacturers'].map(colors),s = dictionary['x']/15,alpha=0.5) +plt.xlabel('Weight') +plt.ylabel('MPG') +plt.show() + + + diff --git a/usingr.r b/usingr.r new file mode 100644 index 00000000..d43713f6 --- /dev/null +++ b/usingr.r @@ -0,0 +1,9 @@ + +library(ggplot2) + +data <- read.csv("/Users/icalvaradoblanco/Desktop/datavis/02-DataVis-5Ways/cars-sample.csv",header = TRUE, sep =",") + +ggplot(data, aes(x = Weight, y = MPG)) + geom_point(aes(colour = Manufacturer, size = Weight), alpha = 0.5) + + + From 693e38e3f2395e8aeb7f65a310bbadd240419b6b Mon Sep 17 00:00:00 2001 From: Isabel Alvarado Blanco Uribe Date: Fri, 12 Feb 2021 22:23:44 -0500 Subject: [PATCH 02/11] change readme and add google graph with js --- .DS_Store | Bin 6148 -> 6148 bytes .~tableau__40020.twbr | 0 README.md | 92 +++++----------------- chart2.html => d3js/chart2.html | 0 d3-viz.js => d3js/d3-viz.js | 0 google-sheets/google.html | 47 +++++++++++ img/google.gif | Bin 0 -> 4269758 bytes img/tableau-2.png | Bin 0 -> 350818 bytes altair-vis.py => python/altair-vis.py | 0 chart.html => python/chart.html | 0 using-python.py => python/using-python.py | 0 Rplots.pdf => r/Rplots.pdf | Bin usingr.r => r/usingr.r | 0 sample.py | 3 - tableau.twb => tableau/tableau.twb | 0 15 files changed, 68 insertions(+), 74 deletions(-) create mode 100644 .~tableau__40020.twbr rename chart2.html => d3js/chart2.html (100%) rename d3-viz.js => d3js/d3-viz.js (100%) create mode 100644 google-sheets/google.html create mode 100644 img/google.gif create mode 100644 img/tableau-2.png rename altair-vis.py => python/altair-vis.py (100%) rename chart.html => python/chart.html (100%) rename using-python.py => python/using-python.py (100%) rename Rplots.pdf => r/Rplots.pdf (100%) rename usingr.r => r/usingr.r (100%) delete mode 100644 sample.py rename tableau.twb => tableau/tableau.twb (100%) diff --git a/.DS_Store b/.DS_Store index f10092a748eb11a1cd69ed548d0241d9576a5818..e9096960ab0062d99d64d83fb4699fbe6d39c422 100644 GIT binary patch delta 24 gcmZoMXfc>z$H*|zUVdZZGWN;3BJ7*FIezj30AOtgj{pDw delta 26 icmZoMXfc>z$H+L*UY?P0W8yOQ$$BDeo4GlD@&f>7?FW(o diff --git a/.~tableau__40020.twbr b/.~tableau__40020.twbr new file mode 100644 index 00000000..e69de29b diff --git a/README.md b/README.md index 770d5606..69ee066f 100644 --- a/README.md +++ b/README.md @@ -3,19 +3,10 @@ Assignment 2 - Data Visualization, 5 Ways === -Now that you have successfully made a "visualization" of shapes and lines using d3, your next assignment is to successfully make a *actual visualization*... 5 times. - -The goal of this project is to gain experience with as many data visualization libraries, languages, and tools as possible. - -I have provided a small dataset about cars, `cars-sample.csv`. -Each row contains a car and several variables about it, including miles-per-gallon, manufacturer, and more. - -Your goal is to use 5 different tools to make the following chart: - +The attempted graph: ![ggplot2](img/ggplot2.png) -These features should be preserved as much as possible in your replication: - +Requirements: - Data positioning: it should be a downward-trending scatterplot as shown. Weight should be on the x-axis and MPG on the y-axis. - Scales: Note the scales do not start at 0. - Axis ticks and labels: both axes are labeled and there are tick marks at 10, 20, 30, etcetera. @@ -23,59 +14,9 @@ These features should be preserved as much as possible in your replication: - Size mapping to Weight. - Opacity of circles set to 0.5 or 50%. -Other features are not required. This includes: - -- The background grid. -- The legends. - Note that some software packages will make it **impossible** to perfectly preserve the above requirements. Be sure to note where these deviate. -Improvements are also welcome as part of Technical and Design achievements. - -Libraries, Tools, Languages ---- - -You are required to use 5 different tools or libraries. -Of the 5 tools, you must use at least 3 libraries (libraries require code of some kind). -This could be `Python, R, Javascript`, or `Java, Javascript, Matlab` or any other combination. -Dedicated tools (i.e. Excel) do not count towards the language requirement. - - -Otherwise, you should seek tools and libraries to fill out your 5. - -Below are a few ideas. Do not limit yourself to this list! -Some may be difficult choices, like Matlab or SPSS, which require large installations, licenses, and occasionally difficult UIs. - -I have marked a few that are strongly suggested. - -- R + ggplot2 `<- definitely worth trying` -- Excel -- d3 `<- since the rest of the class uses this, we're requiring it` -- Matplotlib -- three.js `<- well, it's a 3d library. not really recommended, but could be "interesting"` -- p5js `<- good for playing around. not really a chart lib` -- Tableau -- Java 2d -- GNUplot -- Vega-lite <- `<- recently much better. look for the high level js implementations` -- Flourish <- `<- popular last year` -- PowerBI -- SPSS - -You may write everything from scratch, or start with demo programs from books or the web. -If you do start with code that you found, please identify the source of the code in your README and, most importantly, make non-trivial changes to the code to make it your own so you really learn what you're doing. - -Tips ---- - -- If you're using d3, key to this assignment is knowing how to load data. -You will likely use the [`d3.json` or `d3.csv` functions](https://github.com/mbostock/d3/wiki/Requests) to load the data you found. -Beware that these functions are *asynchronous*, meaning it's possible to "build" an empty visualization before the data actually loads. - -- *For web languages like d3* Don't forget to run a local webserver when you're debugging. -See this [ebook](http://chimera.labs.oreilly.com/books/1230000000345/ch04.html#_setting_up_a_web_server) if you're stuck. - Readme Requirements --- @@ -83,8 +24,6 @@ Readme Requirements A good readme with screenshots and structured documentation is required for this project. It should be possible to scroll through your readme to get an overview of all the tools and visualizations you produced. -- Each visualization should start with a top-level heading (e.g. `# d3`) -- Each visualization should include a screenshot. Put these in an `img` folder and link through the readme (markdown command: `![caption](img/)`. - Write a paragraph for each visualization tool you use. What was easy? Difficult? Where could you see the tool being useful in the future? Did you have to use any hacks or data manipulation to get the right chart? Other Requirements @@ -126,38 +65,49 @@ R Markdown is a document format that compiles to HTML or PDF and allows you to i To visualized the cars dataset, I made use of ggplot2's `geom_point()` layer, with aesthetics functions for the color and size. -While it takes time to find the correct documentation, these functions made the effort creating this chart minimal. - +I used X website to make this graph ![ggplot2](img/ggplot2.png) # d3.js +This is the graph that was made using d3.js. I used the D3.js documentation to create it. Having worked on this after having worked on it in Python, I am starting to appreciate some of the features that JavaScript has that Python does not. (And so on...) ![d3](img/d3-js-pic.png) # Python + Altair +When I saw that Altair/Vega-lite had a Python version, I decided to give it a try! It did take a lot of debugging to get everything installed and ready to go, but it's kind of cool how you can just export the graph to an html file using Python. It also has a lot of possibilities for interactivity. + +Because this library was created for JavaScript, it was a little bit weird to use JS-like syntax for python. + +To correctly load the csv file, I used to pandas library and I put the data I needed in a dictionary. ![altair](img/altair-python.png) # Python + Matplotlib - +Like with Altair, I put the data that was needed in a dictionary for easier use. ![matplotlib](img/python-matplotlib.png) # Google Sheets +I decided to explore how this would be done with Google Sheets, since they do have a graph option. However, I then realized that you can't add transparency to google sheets charts and you also can't change the radious of the circles. Which looks like this: ![google](img/chart-google.png) -# Tableau +However, I did find that Google has documentation to use their API with JavaScript! It was pretty cool and I am glad that I looked into it. It was fairly simple to add things to the graph, but I can see how it can get very difficult to do specific things to the graphs. + +![google-upgrade](img/google.gif) +# Tableau +It was suprisingly easy to make this graph with Tableau. Here's a screenshot of the settings I used and the graph I created: ![tableau](img/tableau.png) -# Flourish +# Flourish +Flourish was also really easy to use. Here's a screenshot of the settings I used and the graph: ![flourish](img/flourish.png) ## Technical Achievements -- **Proved P=NP**: Using a combination of... -- **Solved AI Forever**: ... +- **Google API**: Used the Google Graph Documentation to create the chart to allow for the customization +- **Adding Interactivity**: When you hover over the google graph, you can see the specific attributes of the plot ### Design Achievements -- **Re-vamped Apple's Design Philosophy**: As demonstrated in my colorscheme... +- Trying my best to maintain the same color scheme in all of the graphs (except for the Google Graph update with JS) :) diff --git a/chart2.html b/d3js/chart2.html similarity index 100% rename from chart2.html rename to d3js/chart2.html diff --git a/d3-viz.js b/d3js/d3-viz.js similarity index 100% rename from d3-viz.js rename to d3js/d3-viz.js diff --git a/google-sheets/google.html b/google-sheets/google.html new file mode 100644 index 00000000..f54a3b2e --- /dev/null +++ b/google-sheets/google.html @@ -0,0 +1,47 @@ + + + + + + + +

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