From e40170f0058ffd515922ef652112b44e977dbe8b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jose=20Ni=C3=B1o?= Date: Wed, 21 Aug 2024 21:54:14 -0500 Subject: [PATCH] Updated qual assurance ep. Closes #82, #92, #115. Add new screenshots --- episodes/04-quality-assurance.md | 160 ++++++++++++------ ...ata-validation-numbers-LibreOffice-new.png | Bin 0 -> 12275 bytes episodes/fig/data-validation-numbers-new.png | Bin 0 -> 14413 bytes .../data-validation-tab-LibreOffice-new.png | Bin 0 -> 11303 bytes episodes/fig/data-validation-tab-new.png | Bin 0 -> 13160 bytes .../error-invalid-data-LibreOffice-new.png | Bin 0 -> 4066 bytes episodes/fig/error-invalid-data-new.png | Bin 0 -> 7986 bytes episodes/fig/error_alert-new.png | Bin 0 -> 19298 bytes episodes/fig/error_alert_LibreOffice-new.png | Bin 0 -> 15782 bytes ...filled-range-of-values-LibreOffice-new.png | Bin 0 -> 14319 bytes episodes/fig/input_message-new.png | Bin 0 -> 13452 bytes .../fig/input_message_LibreOffice-new.png | Bin 0 -> 12339 bytes ...select-range-of-values-LibreOffice-new.png | Bin 0 -> 11918 bytes episodes/fig/select-range-of-values-new.png | Bin 0 -> 14240 bytes 14 files changed, 112 insertions(+), 48 deletions(-) create mode 100644 episodes/fig/data-validation-numbers-LibreOffice-new.png create mode 100644 episodes/fig/data-validation-numbers-new.png create mode 100644 episodes/fig/data-validation-tab-LibreOffice-new.png create mode 100644 episodes/fig/data-validation-tab-new.png create mode 100644 episodes/fig/error-invalid-data-LibreOffice-new.png create mode 100644 episodes/fig/error-invalid-data-new.png create mode 100644 episodes/fig/error_alert-new.png create mode 100644 episodes/fig/error_alert_LibreOffice-new.png create mode 100644 episodes/fig/filled-range-of-values-LibreOffice-new.png create mode 100644 episodes/fig/input_message-new.png create mode 100644 episodes/fig/input_message_LibreOffice-new.png create mode 100644 episodes/fig/select-range-of-values-LibreOffice-new.png create mode 100644 episodes/fig/select-range-of-values-new.png diff --git a/episodes/04-quality-assurance.md b/episodes/04-quality-assurance.md index 318d1397..5d47dc9c 100644 --- a/episodes/04-quality-assurance.md +++ b/episodes/04-quality-assurance.md @@ -30,13 +30,10 @@ For example a column recording age in years should be numeric, greater than 0 an Excel allows us to specify a variety of data validations to be applied to cell contents. If the validation fails, an error is raised and the data we entered does not go into the particular cell. -In addition to providing validation when we enter data, Excel allows us to add validations to data that has already been entered. -The validation is not applied retrospectively, so that data are removed. -Instead, if a particular cell would fail the validation check a triangle is placed in the top left corner of the cell as a warning. We will be working with a couple of examples of data validation rules but many others exist. For an overview of data validation rules -available in Excel, check out the [Excel support page on data validation](https://support.office.com/en-us/article/Apply-data-validation-to-cells-29FECBCC-D1B9-42C1-9D76-EFF3CE5F7249). +available, check out the [Excel support page on data validation](https://support.office.com/en-us/article/Apply-data-validation-to-cells-29FECBCC-D1B9-42C1-9D76-EFF3CE5F7249) or the [Validating cell contents section of the LibreOffice Calc Guide](https://books.libreoffice.org/en/CG24/CG2402-EnteringandEditingData.html#toc28). We will look at two examples: @@ -56,61 +53,117 @@ their finger slipping and also hitting the `0` key. It is up to you as the researcher to decide what a reasonable maximum value would be for your data, here we will assume that there are no families with greater than 30 members. +Let's start by opening the data validation feature using the `no_membrs` column. + +::: group-tab + +### Excel + 1\. Select the `no_membrs` column. -2\. In Excel on the `Data` tab select `Data Tools` and then `Data Validation` or `Validation Tools` (depending on your version of Excel). The following popout will appear: +2\. Select the `Data` tab, and in the `Data Tools` group, select the `Data Validation` or `Validation Tools` (depending on your version of Excel). The following pop-up will appear: + +![](fig/data-validation-tab-new.png){alt='Image of data validation tab in Excel'} + +3\. Select 'Whole number' from the `Allow` drop down options. -![](fig/data-validation-tab.png){alt='Image of data validation tab in Excel'} +4\. The window content will change. +In the `Data` drop down box, check that 'between' is selected. `Minimum` and `Maximum` boxes will be provided for you to specify an allowed range. You will see this: + +![](fig/data-validation-numbers-new.png){alt='Image of data validation tab for number rules in Excel'} + +5\. Fill in the minimum and maximum values that make sense for your data and click `OK`. Here we will choose a minimum of 1 and a maximum of 30. -In Libre Office on the `Data` tab select `Validity...` the following popup will appear: +### Calc + +1\. Select the `no_membrs` column. -![](fig/data-validation-tab-LibreOffice.png){alt='Image of data validation tab in LibreOffice'} +2\. On the `Data` tab select `Validity...`. The following pop-up will appear: -3\. In Excel, select 'Whole number' from the `Allow` drop down options. +![](fig/data-validation-tab-LibreOffice-new.png){alt='Image of data validation tab in LibreOffice'} -In Libre Office choose `Allow: Whole Numbers` and then `Data: valid range`. +3\. Select 'Whole Numbers' from the `Allow` drop down options. 4\. The window content will change. -The value in the data box will say 'between' and `Minimum` and `Maximum` boxes will be provided for you to specify an allowed range. -In Excel you will see: +In the `Data` drop down box, check that 'valid range' is selected. `Minimum` and `Maximum` boxes will be provided for you to specify an allowed range. You will see this: -![](fig/data-validation-numbers.png){alt='Image of data validation tab for number rules in Excel'} +![](fig/data-validation-numbers-LibreOffice-new.png){alt='Image of data validation tab in LibreOffice'} -In LibreOffice, you will see: +5\. Fill in the minimum and maximum values that make sense for your data and click `OK`. Here we will choose a minimum of 1 and a maximum of 30. -![](fig/data-validation-numbers-LibreOffice.png){alt='Image of data validation tab in LibreOffice'} +::: -5\. Fill in the minimum and maximum values that make sense for your data and click `Ok`. Here we will choose a minimum of 1 and a maximum of 30. -Your data table will now not allow you to enter a value that violates +Now your data table will not allow you to enter a value that violates the data validation rule you have created. To test this out, try to enter a new value into the `no_membrs` column that is not valid. -The following error box will appear in Excel: +The following error box will appear -![](fig/error-invalid-data.png){alt='Image of error message for inputing invalid data in Excel'} +::: group-tab -The following error box will appear in LibreOffice: +### Excel + +![](fig/error-invalid-data-new.png){alt='Image of error message for inputing invalid data in Excel'} + +### Calc + +![](fig/error-invalid-data-LibreOffice-new.png){alt='Image of error message for inputing invalid data in LibreOffice'} + +::: -![](fig/error-invalid-data-LibreOffice.png){alt='Image of error message for inputing invalid data in LibreOffice'} You can also customize the resulting message to be more informative by entering -your own message in the `Input Message` tab when creating a data validation rule. -In Excel, you will see: +your own message in the `Error Alert` tab when creating a data validation rule. + +::: group-tab + +### Excel + +Check that the `Style` is 'Stop'. You can write 'Invalid number' as the `Title` +and 'Number of households must be a whole number between 1 and 30' as the `Error Message`. + +![](fig/error_alert-new.png){alt='Image of Error Alert tab in Excel'} + +Now check what happens if you try to enter an invalid value. + +### Calc -![](fig/input_message.png){alt='Image of Input Message tab in Excel'} +Check that the `Action` is 'Stop'. You can write 'Invalid number' as the `Title` +and 'Number of households must be a whole number between 1 and 30' as the `Error Message`. -In LibreOffice, you will see: +![](fig/error_alert_LibreOffice-new.png){alt='Image of Error Alert tab in LibreOffice'} -![](fig/input_message_LibreOffice.png){alt='Image of Input Message tab in LibreOffice'} -You can also allow invalid data to result in a warning rather than an error by modifying the `Style` -option on the `Error Alert` tab. For Excel you will see: +Now check what happens if you try to enter an invalid value. -![](fig/error_alert.png){alt='Image of Error Alert tab in Excel'} +::: -In LibreOffice, you will see: -![](fig/error_alert_LibreOffice.png){alt='Image of Error Alert tab in LibreOffice'} +You can also have an `Input message` that warns users of the spreadsheet what values +are accepted in cell that has data validation. + +::: group-tab + +### Excel + +Select the `Input Message` tab. Add the title and input message that is convenient for +your task. In this example, we will write 'Household members' and 'Please enter a whole number between 1 and 30'. + +![](fig/input_message-new.png){alt='Image of Input Message tab in Excel'} + +Now check what happens when you select a cell that has data validation. + +### Calc + +Select the `Input Help` tab. Add the title and input message that is convenient for +your task. In this example, we will write 'Household members' and 'Please enter a whole number between 1 and 30'. + +![](fig/input_message_LibreOffice-new.png){alt='Image of Input Message tab in LibreOffice'} + +Now check what happens when you select a cell that has data validation. + +::: + ::::::::::::::::::::::::::::::::::::::: challenge @@ -118,7 +171,7 @@ In LibreOffice, you will see: Apply a new data validation rule to one of the other numeric columns in this data table. Discuss with the person sitting next -to you what a reasonable rule would be for the column you've selected. Be sure to create an informative input message. +to you what a reasonable rule would be for the column you've selected. Be sure to create an informative error alert and input message. :::::::::::::::::::::::::::::::::::::::::::::::::: @@ -131,33 +184,44 @@ will provide you with a drop-downlist of the available items. So, instead of trying to remember how to spell "mabatisloping", or whether or not you capitalized "cement" you can select the right option from the list. +::: group-tab + +### Excel + 1\. Select the `respondent_wall_type` column. -2\. In Excel, on the `Data` tab select `Data Tools` and then `Data Validation` or `Validation Tools` (depending on your version of Excel). The following popout will appear: +2\. Select the `Data` tab, and in the `Data Tools` group, select the `Data Validation` or `Validation Tools` (depending on your version of Excel). + +3\. Select `List` from the `Allow` drop-down menu. -![](fig/data-validation-tab.png){alt='Image of data validation tab in Excel'} +4\. The window will change to include a `Source` box, you will see: -In LibreOffice, on the `Data` tab select `Validity...` +![](fig/select-range-of-values-new.png){alt='Image of selecting a range of values to allow in Excel'} -![](fig/data-validation-tab-LibreOffice.png){alt='Image of data validation tab in Excel'} +5\. Type a list of all the values that you want to be accepted in this column, separated by a comma (with no spaces). For us this will be "grass,muddaub,burntbricks,sunbricks,cement". -3\. In Excel, select `List` from the `Allow` drop-down menu, and in LibreOffice, choose the `List` option. +6\. Create a meaningful error alert and input message, then click 'OK'. In LibreOffice, there is no need to create an input message. + + +### Calc + +1\. Select the `respondent_wall_type` column. -4\. In Excel, the window will change to include a `Source` box, you will see, +2\. On the `Data` tab select `Validity...`. -![](fig/select-range-of-values.png){alt='Image of selecting a range of values to allow in Excel'} +3\. Select `List` from the `Allow` drop-down menu. -In LibreOffice, you will see, +4\. The window will change to include an `Entries` box, you will see: -![](fig/select-range-of-values-LibreOffice.png){alt='Image of selecting a range of values to allow in LibreOffice'} +![](fig/select-range-of-values-LibreOffice-new.png){alt='Image of selecting a range of values to allow in LibreOffice'} -5\. Type a list of all the values that you want to be accepted in this column, separated by a comma (with no spaces). For us this will be "grass, muddaub, burntbricks, sunbricks, cement". +5\. Type a list of all the values that you want to be accepted in this column, and insert a new line by clicking enter after each value. Make sure not to include spaces before or after the values. Your entries of grass, muddaub, burntbricks, sunbricks and cement should look like this: -In LibreOffice, your entries of grass, muddaub, burntbricks, sunbricks and cement should be on new lines as shown below +![](fig/filled-range-of-values-LibreOffice-new.png){alt='Image of filled in range of values to allow in LibreOffice'} -![](fig/filled-range-of-values-LibreOffice.png){alt='Image of filled in range of values to allow in LibreOffice'} +6\. Create a meaningful error alert and input message, then click 'OK'. -6\. In Excel, create a meaningful input message, then click OK. In LibreOffice, there is no need to create an input message. +::: We have now provided a restriction that will be validated each time we try and enter data into the selected cells. When a cell in this column is selected, a drop-down arrow will appear. @@ -201,9 +265,9 @@ This means, for example, that if we had already entered `150` in the `no_membrs` column before applying our data validation rule, that cell would not be flagged with a warning. -In some versions of Excel, you can click in the `Data` tab on -`Data Validation` and then `Circle invalid data`. This will -put red circles around invalid data entries. Note that it can be a bit slow with large data files. +In some versions of Excel, you can click in the `Data` tab, and in the `Data Tools` group, +click in the little drop-down arrow next to `Data Validation`, and then `Circle invalid data`. This will put red circles around invalid data entries. Note that it can be a bit slow with large data files. You can do the same in LibreOffice Calc by going to `Tools` tab, then `Detective` and +selecting `Mark invalid data`. When using spreadsheets for data entry, it is a good idea to set up data validation rules for each column when you set up your diff --git a/episodes/fig/data-validation-numbers-LibreOffice-new.png b/episodes/fig/data-validation-numbers-LibreOffice-new.png new file mode 100644 index 0000000000000000000000000000000000000000..db0d936d1b9d3e7bf9c7f59f792ad44ca5b9fd59 GIT binary patch literal 12275 zcmeI2XH-*bx9=A!mMDTsk+MFc=vjS~u zyM50S08V@D|1pg{7VrZA>DPB|-8A;IULvx@uus>{uGlwoJUn@yjnei0=9_n(eAlO* zQ119$87kg_Bz&kqeY*7ZVvWOF7oV^3z@-=A@3?LUOx{8-Q zBb>^`!VxFqC5@ZA;7jx-sH+W?KOLC~W#O6GTpT)sYG1Ni4u}t2{9G4XOD?LWrfA~l zybtQ8x$d8=+yrA<#VB{P{W?D2ne@0NoTE3P(Ib>H9dARS)NYMAh>QqEUH?^7v#KTU zGFs`N!zilVgcI<1qyFnj^dCygZ$qidM@15tfMU1#toTaTLaUGRern@RP~DFjKYD7X zqU#dXwB__{gNE$l)ztvtgyqhQikODj8iLnA(%t|zn1f~G*!k;Ehh-VLr@wSGEcB=8 zi`;2LMtj!zt96#O#o;r9|3^6!@VIt|s%a^+biov=%9(OOCK@ z8;hGPt<#Q^coPaa zwPQy5Fz{oSWs_DSeILOm0HFV44O)EVbV;K;w-c00t9fm<+cza8rB`MLd0#Jda>zc7 zZzC(CfiWq-ND#e(8K}Ph^#F+#xFOV{-LZ1l^D`v02wsM6-hC;sdrrLHYiYfF#HBOl zH34fQ0DGt@02v+`LDUbffrnQv9|6+uMibmV5d0zxFMAC@O~|H_aN;+1Ryh{NdX5Sz zG?~1x5Ke_0x8czmJ5=UP9?X@7Aw((}blTn*FH}VW_97F|lNKbe8w;&rRx^{T96w;A zXu5q#ZArd<2Nh!6u0TQ=ROKS6JKZ75&;@ZL@#f>b&h@_=kM|m+8GN!Xd5o%WJr3N+ znmRt39y7iq@707dYA0uj35&n=hHX6*pqU#^+wILEDLy9&FTIK8zL&U8YY~%_gFWL1 zwV(6V=N$)c9?_#y(*L0R(XZ7{hQ2uH*y_Syuv)_qHHeK-I3s`q0Hzm~mb`U!b$bo$ zWWDC{3t*0Y7a1FZbz+BrTwfL*oR~~R$8by>6M#ye={;M8l zpy4PQJku#vE&vexyJ+g`Clb4)?=k`RpT+${u>ED7_XW%I{3^ktwVT7vMHTT_ik6Yl z2c_v4qtSNZG+q=FknVL4On3uYk5-Ru5$vhzcTS)f;JRN6=QHLU>W4Iw2X{GLQR%c*}Og`^cfSA{|StY?( zh;fn@PISZqpOViuc4l{iHRK!ZYl-E{jb)Y->_W(*jw;sczn`%Zf`k=Q*!y2t)%bl5 z;e`d11}@~~1l1p~=)Y@PfuQ*?f@-c8&<%=A=gqOAj&b6)iMHG;b_WO2Z|ttd*DsRJ zK<)###jbgo^nJW)rzLx-esIvVB4ER*B7_mVHMUhJ4;|5*zVGeCN8T~uKgqk(}AfLAjVSlhZv0*59{+YGe~JyF4>^1zk*0 zZ7mVSEpy3v%%hp0iA}=}#69LIKziTRHjf&X)>qkE|Jdr7_GS=PP=Wis_1>}*vL@sx zP`lozO?h!#%8jwx%~-74TXLoC&_1}@%myq)1x*PCQ?(eiOg}|My}TdvNz41)RXphQkb&6Hqo52`6z!n4<9Dbg`s;O2`BAFx`Sq9=xX|CK-8WmU!C?#+-4`- zCT*)`7Ul}gL1cRypK~@R7k&A?RnOQf7>}I_s>)sUoJq8&UN-){@G>uQQnhc9yzR_b zv{zYciro!7SZuN?XH`3o4~iz_Y&~$Og0!tnw%KbnEf5r7T$%S=YHmFp>OdKt%{!Cw zwrmWNb&g)6+#ED<+{Ue*zJV<%FFVctc7-zq=h+RDH!9~soHh9EFnsRS4K(n1IJ9zV z^Ww|9G)3-rEAGRlCMxU>6HOThj5-b3+M<>$JHzp%Ny3W<_fQ)*_2XfycdD_pz^4Ez zE3;>y{f_+GX8oVBvObGH3zR;o$p>yOI)pctTH{ViwEVDegp_A)-;vv?fontFYiW=9 zW$FpRVe>L@wTYs%GgC=p`v9MF@_H!f(#iFE>}%lu{tdk}}`Q z3KW(Ex-y)?MVd_>=!N=P4kL&p=YtLs`+K^ax?bzEH0+==ZG54pNe&BUYxRfk;#6m(= zY2nf|+R&H3<;ab5;i14!O7<69!o=P-l~vFkhW*!Oc32Nh1h^D-bnd+&nP*)#Ni-(h zDl1&@@`xlI!+ddCy;Zp56)hdFyqJ3{0Iw@=hZyg5=ApxPe30>zblyR6kr%6(Kkmq~X2oj+n!H#SbC6dx?hUQeDWZ02hs zQ3oq_ANs*yV!WkMYxAx=`RDxwO?JtDIKs9A$i@Orjpa^6Z$XnQ*&Uef&g>)X5Xn7{Na4naY zaVDs}x5~ryt_ZS4#(ALZu8%fYn=;k@ELf`^D)}bX8h>Ax_Ing@fW}z-O-Ke1$8iP6vp4`0d?!m+uKzT$W&kuUrJrc`-E%7Fkt~ zR=Q7)=H;Y9QKH1&3{7GxEYNa9U!IEtXNhM9PCy`aT8D}pu4R=b9Q&WD^?qhS&(gwz z$C*nyZk{vW-?Y|D{GMoXp{~!nOn1ay3+tWz(kZoO72TQ=Lf;9lZ$Zw>S$C5H$c4Q! zEtux3rBZ?#Z{0@9pGJTOg3`CEiY4~$n~fuYwjI(XFtC~oY6U(%KILbIHQLg({ZC1C zFlUCSj_mHJXZMcO(MdUdSZ@H)t%=3txEXL(qys`MFaM+B$>>~5!aKh;5qDti= zv05HF8PwxsPLtzrwXK=S6E?GSN7{5NQ7Q$Y2Z3){Q#}KBOzRh~c+Tj^?+ZyVbfe*l zV)Cqfin92Y&TcV_wy=Q<`&EgRc24I5xk|%r%zw7(^TRfra9Yq+aB)VdBR(kS^wV@i zk)xb`vQ`bKa6kbHm*Y+C+z66dnNIN@ym#+wT7>eU(O}vV1(ev|?>**}RO<|Pjf&)o z4U>~vw+Y$Xpc`WOItBxj3-s$eyn|8((qddcMq@vc^JPi#V114rwvuU7y>&RXS zsJp9mlDI)8(9#MKoM=yN9u7SSe z7H#qkqf!$|m2>&k{3aOY)%Zl#sq06QoVYV7&t@d^>X%LDpTQ~HWhoO}dXK=qAy~02 zPQZWaeZja<&y(TOcE6DZ|5#OV{+&2VbL9FDna- z2RxP3znN?2#8XNi7HH@64ia!s)IGyGCOg7zZMGJnx($lw4LtcuT{qJS3HdR#aH5a}pKz8xXzyi)PjY zc_1l$2Tv}WMEgv~nmrywt0d`<80ukuxU9 zWiKlfI(tRKWCeL z3lEi3J|TY<+1#IJgkZ}(jz;Tc*_ZKhu-RI|SAO5ozL{~=MWiKEYN+vtrro{T{jQM* zl~?mEg~G;>meGf#B_l{6j_Td^o4`dFs`+O@~AH{urAdE^^7$61=B) zvOfS776Cs8&GA5MwL!7x2Ho`aqe8l#-x%5X`7mlnivKWry?~qq881DbKW^k8(mV-4 zR?HZlb*#JVSS5CZ40XJoD{I{uh5yX%`qWe_h^KStQWx!4gf!K|yNZy{Bzu^73Fl4D zKV5kjY$swdY$vj&6_CFo`IPRa+#dLXzZxfHl_cuzq|71>%F{EDBn>QKczEF@oV^q} z7=)I{_1{qAbK3jkf|ZQ%<=lucBN1Wo>k(B&xjX$W^(q)drY-XJ&wBT&ncfUI)>Z*k zoa|?S1o|tBB_u17pRtyHXZzj$RKo6~@x9kJ@lx3V2LU8_Eg)s>AB5}k1}>a`jSsdr zE3{+It6Ru8UDh#xdoLC&6JxE3&2eL4!nlj=K4({W% zMU0!IQDKj2)-MCjlWTK^Xp_a@L6mm;#()Cyfw|A>OxE4`z(&YGF$!12OKSb|zQ|iR z!o5EsjserZ(tZ+-GMf2;CrhJMG8jW6DU)*{tIhb`Gl2lGVAzZ1p_o#z2LWIx{3LOT zuX9Hc0N$Ziul|coG^AgC^o`ATeXiFb_c}Z>&P;-0U37{9)+!5X*d^S{s?+f|yqEhj z?|c{?4unVG0uy@*Pa&m%^p#T})961-0t-ia=-)t&zw}-I>fd%1G+6dJjjSjUtc-dG zk@~>dipp-Cz(CnUfWsm1MLz%ELn>Ji%PJ2<8=0wA9(n+f6;rLyP$p2ra-~zGm1~q1 zItwwFPThpdU%L`zgrRGpV5?OAmul#z<=uHYVP~AA3xmE#7r5^0Qnr%DehVN=gPZgdAyQ0_)TORG~!$&bBFZXSVN&kuroTq#d_CEfjzJ{`dti z^0SU_A-gk2Mk@_n-5IoUM@o@y;Apk$SR5FLOn)MHgEF2YJvI zN8lk<-G$qCX35V3>s*Q1$41U^`zXH0{41*$Hf3jL>i~x!a7i_*qn^5$%YBod)FXDi z0<4>M;1L0O@pI3O&)B8FBLdt5Z6n@<9rQor-t9j)J7E z_bH@Qr3{gjV{nJRp+R+S@EG&53Id^N_*@)6v`b>{(s?xHOpY~lfxqH%X*Np`f3>tHT z?-^?k^!wu@Rn;WnRv4Ys?Ew$`MvpAJ#7dugI_Jm6^RFV|_Rt(RgJOr81KLfH&z6Pi zy{jAE*+D`iEv+I?sR>+(a&hi0ONUy|C9b^wKk_(g1GiilH_t7Rj^CKP;N?8^F)e`& z1Yv0}bnZHcJo2#8G!fy%m2>Bi-@se@va}KJB4+T#jpq&}WcQNiLxqu%BE_=2T0K=$ z@H&3)3Xii=u`k3***ptN98xB+8MDR@Oz)ZPwG>oXJL9u;?OZ>=f1;Zu+noo1!xS8A=@7$UULi*vR@AAKM7wIot%J$2XwPZE9 zjZE*WJSC{XF45Zo7K`17=5_oWmdKeq565c!mA4xe$&WGHie$Ct<=WlIYLxmUM{D~t zJuOOnRPcI6;yhS#B-cO$w7Hgdrk3;Bb5w}mv(U`J%mW6t^+7wU4o?D{K3jWs$+=9n zqOPfw0ynC*!;UnN*?&6m%~p>JU*7_ZbhTcQ8!3+g}^!Jjr^rT#Aiz4iaQ#iR#JyyXFNsJ6;z?g(q3)^)q3IinC z-kn$5jan?I&57-KdI+RrKl|$EdF5S_l{Wf~GOlDP1+3?el-Nf()8=PBsm43wfM+*v zel>g3z#*9v!zuH(0E!()P0MU&yvb)6;t;e=2Z(u(%0m^#?i#VMVr(I-8iyObXP+`H zRlRssB{?dUbqxR(V@CU|%AX`Effy{?qQWKRqcQ?#QRQJLtF8#rtYBs4qaAoqoLdL2 zsBe7}jJov@05&ooOivG$*jMi-50Ku#YXD%%pw}5^l%wZul&#|qrkTiA1%U=JSlHE4 zE&Oxp0MfD16FGCNI}drCEw}%p#1R$hTt=NvfyWAn%12+H60`(a-ZCUM^27AZjkU}~ zo5rg}_4EKnE@4oS9Uiq!ZneSGZy1<4Bo(s)=}ASn1+lH&wQfzdAzABgGp!caOeaT2 zcd!BJedh^&6*nGvmvx~zP*SV#9`I}mWvMeVUnbR)wzSdy#;ODDA?cMM=-E5+#;;Pu zi%Y_Myuze=?-y6STWxKv%ko%luz7b*790M{#+p4m)LOc0cZ=woR=u}5vKIvIbL}#I zanpj|odj7icar~XigJNaSAYYwcWt4RRW?$a7091&<#An)*ZA-iV~ZlJ#ok@%;n*v; zQ!tdWtn3NP7rAvwKXoxA9P>_f&B1SrLaa-Mv5E9teD&eQosobEBo}o8^a-S7P~}#% z>8jb(wWhselEz5;ZPBa96dZkSqlv7QwDDTnVlB;g%s)7=uOKXy;6rk6a6~Nf&x?h_A zOd_Z#jb*(C#D>1uMMz(X(2D~b%-?$xQnPe;Zq|4FT>me;57-HQ2ie&4OS4HYDm0VvlDPeg!O6JoA=1StEI zZbCN}bjx~x#$;~~nAt4x2h5!hIlzI;(JPn;DClUe(rQ_8ZrJO}nC(CPqbyk?YtOq~ zD1KYXe?VX}jepWM%hc`4v|ViOKtMl>?(?EVv0D+gpZTfdXi6xL%QxQR0sU6}wr2sT zRXe)cX(0c*oS8T7;XU7TVLa)#_Q0NKO(pnLQP(By78&~=>o=8xcl|>6i@pi@@~B^r?t$mBYwj?or@`p$;F z(r5Nl9y1`T41)h>(8<7krOEbp3CnHE1GT=sehUFS(^wyN##Wh~WDJzm2yVH4TZ=_2 zg1C6M1;u;q>b{oz6mLz%ldJqSWMfd+69cFA=2U?6&vJ6=FwuP}`(O6lUzF?nXjR`I z$=6&!dF(>lT;YT zpGf#Dk1c^JiVY=N@N=FC)VV@ol!ALDmYSMjuCbRy-8PWppmtIRQ{s(wbReZ_mU`c+ zJ{TdJ9i_UxFJ2-zCBs|S%ffT?(m+docxKrF zv0}!*<(9cBGzyaKo$-{bcHsgPeQj;+{;k83f`x2vV~tUE2Y_>S$fECH&{iBW;WQQB z0=vIUr2y~^z1U;Ykl&K;oB<&jcofN%nYX>=KEtwMC|+Z*16qkrVoF}>1XYsu+zO%M(^gYES$P%4F-0D~nvXHe-|w4F zb2ean1n1=?oCJUvHXL<2`+*X8KliDg%qtfZFV&f(?hV|SR18{oHMCJ2t+fFRy)L z^RW-Om%n<|dHmdKTNz?h!^Xwcyk9Y{9s*FyJ4I%eYoru@7Q0Dt(7rXkYqXwl8kE1r zj}HSUg8t4`yL)%;N1{yIerL0f;h<}elO8v|I#z_ih(nE_UD#;{e{k1-`MX^ooAXy2 z>L76AA!yXtgPB`VQPHFP5l1Ce^>?vt)2Ax{kUrG|+Zy#m6c^dlD?{;`=XbX!qpH;- zI6>DVcLNi>-h);{a7lAvEvv3#*!i?Npjgh0^?5v^{?$ZF1Q$(HQalDXGCX{>bARhM zuC52M#bvl>Nyt3W4@v|8b`X1uxp7HZ&XqqIiavJ1(baXUTQp`8v3~ko3Q-P7HReIkL3A-hSL-fveBlO!G4g4*dq4!&$E~4 z#MWxQJv%{T0&Zu3VZr?2&#*wo{23PM?x2*}*n>zQ7eMa1Tbyn3GY?tNGnkPreX;KP zhI1l3G%kx?y6B!DoSI^cW5tWZ#i{1TTOXGB59UKyJ}m9cbf^ z5}jg;a5#MQi1KfyeTHw}DE;raIgI_HYBtlIwrmlCYt1t)Iv~SsJdu>2>xGdrJ8lRj z&xRW&K67ICIpT2q`M+6&W)))JdUyE{ao%87GjhNb6krd}Ul}zvIp*|vVPmrY0znQA z00l98xKHFXF)r~S&sZdfAEeif#SGut*$HXL(vGK^et|c@e}F;u$-a|I)l7254Idv@ z@4IYGvI)2Jy>$>UxUH`03*txRCmeNEb5)?TU{@EJkscl&kFBFRG0xUKE`8hu4e|Bd zPBIX3NOT$s#Y*O>TQ7QpDY2s$ba#n78`b|dU30TjQ~7;cx$U=u_f&{uW8c$2AN*V@ zX)D~B9}yrMv()hXU|pY>uwL@-C=SQ@1K`CRP@fCMo|;|&6THa61+ON;YY%U5hJigM zo(vE?neMxt^KyRFuUj8Q1pt)OZpW`+mjp1frV2g=FIiKr@w0%yy_dwQG*r7CyQQHv z}0kOORbCBIpur^)zFU0?ky8gcpfBdDo{Ijq97xMpiW$%Ai{I@akznAClXN>-L zoBiX^$p3%Am6=yvT`j-hs~O4r2FznOszO->C<6M)3KIe)s=lBX2qFa_HzpYj79c+i zBmsY~cK_ediWpHS4}iov^;N^axN0+-4Nqa^xfg@Z(&!cr-I^xJzu;-7;yHw7na z4R8-g$EEodC+OreM~FYn=tMrnjykEN&JL6$jc9&1?_@jGG3EhydfE!zk32>P}xBSL$|shHs3jO9HPtJDz&stPE+>( z7Vx*NkQ8C%m17kTTEZRXSin97ocVL#A2md^vS&++fWsck-Bl9lsq?UOEPu07lnky`SvfjgyuUiNcE&$TZ3>NCQ6+Y}_1 zwHuj$mA`g#?osZC_j+1>lTGwG1Z^~pu{-;n^oYK@;{tjH%uU9$)uL*OhYDk-n+W=* zpFY2gP<}08UGr0*$(FPS_Gjxf&&z_~+Jj)Xq`zA2vlQOi(7_@cYBvk9u%e`9kUSDtTd--!kmA@b=T_5z7xl!{O z?rGHioKbLuuInaG$y@ z|0N`lA`6Lab*WzZ!*{>&pEr@}6aM@)*yAPw|7M;}Tkcle;ZodG6W1=3fpNKJaU?BI zgbDblP|5FA=~EFAG)Lb|B3skeAgo zL6aPNc+TAT7`$nvCuaMaMO%*6redr5bBr77G`X}bpm4xy&PljUr7Bm6wpb$LdZ1U2 zkkd2bS`UNbx7v-A)0VY0rQ+^+${wN2@&TXAZ^9{1mwI z;MOGxSrT}U%~t~-7x!JeIs4k}w7%N&^qo?hBPFFYJ%Ni&?kQxox6R!{ijmz)%h&6J zyg}AS2~*j%%?=`pv;`26F1wead*(mr?4HT-sq{&0RN()Y6OmbS@qUCD*nWs8kj352eyF@I%&&@U~n%Pb|=M z0VZSa5K>lJx{ZjBpz|xb=6+$zamQ`ucAB<-3_g4uaX(Sf+i46TOg)#2;8o6K*IrvN zHzmvEjs1C!-J^KEIKB3{e!%Pn9j!5cB_2d`?XQ@2hcHbO8N?|u_X!BZxuc?rwMTfbAHh28F>aqQb-Q^k~!^aB^SQX!Y&QN;=W!$gtWJ8@Fy>VLa0x}Yj z@*Tvb`QOVVj`?2L+DbiE=u|5oeN*PFqfIXSoNY+{NR5AqwAI2?YE-IG>`nO=mez3= z+Wz=S;-qd$on96=X%O|J4Pu8f8|SpJ9(3okp@%82qrZQ))B-=kzskm1-w(WWv8-51 z?)s6$Yo6JR2Z4oiQvGgx2T^&wq~jYGx&kNGvA$JjY#iT&8swjs_pYSykhY(PTPhTZ z3wF5^izUI46{s%pm5Yc<=KQngB81PWi}wWyb=`#X7Db4d#lt1IW5lUKA`V2RUw$UK{Cq5H%T`ENFJ3 zCVt5|lDwKl3;_#CjFF!Ek(0cyLk%E%)unhnB}u4i#;;m~y3%FjoscboQDVK~S@0;< zU91|VX*oz+Hb$V$d#7)|3ii{geJPp7u;gwqHaJlG0vyx_?x^eC KDpI}w;y(ae?-M-$ literal 0 HcmV?d00001 diff --git a/episodes/fig/data-validation-numbers-new.png b/episodes/fig/data-validation-numbers-new.png new file mode 100644 index 0000000000000000000000000000000000000000..60119896073c4861ee3ae66ea650d03a215f71d5 GIT binary patch literal 14413 zcmb_@bzD?m_wGSK0Vz>XTBKV^>F$o9I|T%!1cn9y$)Sf1VT2i41f*4@OX)`GMmmPL zhwu0O-TRC8zV~-O_x{0V=A3=b-skMSp7lIyt%=l7lgGy;#{~cYUr|9u3jl6O0suxV z_8ssDX$RsO{DVk~-d|+q3wujhFp*_gdo}G03bflMDIcHP|WA%f4mLB`5s;(10Ioa8K5aW1Ocs zz1!ICtL=B$iHzc3_Oqr7wIQrleQpJgc(`@x_I3+T9dImme-X(^e`T%P=75Y%3{3_9 z8Txu(E{@LJ#CrB1%YR^J5?<{xl`^p5C*JpU)n>4_C1?IBceNBXkSi|E1kRM&J@V=i z0DRHL2Iv1J>0h-vL9G|Pt;vq%^>XE(7jWHQ+S@1OUSF(2?Ux&Vhu=ACZ1t5>7u2q+ z-;>MDVa4wx`sBVkaC+N`X3pOMPIU2Gdx7w3qLjkQ(if|KY(9re2eXy-sTSVU8{ zetivHd2Z@8>j_nJ7Jjq!Y*(3fbIFp>pl78&v){ketkrZ7127NJIn`YKPQs?!rPq26 zS>M{?4b?!PL&Yc9uh|}Z;7REMT6LOr9EgyNwvldsKR@F)yK~Lv5P}-@c4}^RR!XPI zkFx3*z%MEki;6#v8E#gHhT!dZt=G9vAd+Y290@)HuR(w9m9cHR{0$=ya~Ftk{xK zQSo(_J!l@auC*Jaws&;oSrt8BE7<>bk1K7_Asteyjj^JBeW<>;S!&umRW%QD+bpa5 zz!!$MAN08c3McZS>=QZWH*vBa4{Auk{ zE0wZ2zjbA^AuF6?TUHWNox3%DNR88!3O`x(_To;H%5dhp%e$y$nEzxtn|!9 zuZPhP2!x>*&IPyWOdP)CcIl7K5&Q&R)QO_AceeZ8UA zn#flES!z&{MIXjCstGtt`aX)6g0Qa<>On=yftm1s`2@&Y(i#doWyl0yX(%xO^%(>To%GWE$elWm>9$@yo4KnRph;WIl+J*jebG3 z-Lq#*8UtXNuQR(a6x&ySDji!4A3d36io7+z;?p#VB3@U583;PSi>y^z+zXz!)(iSf zmC{eLNkc`Fi(eo}Go?-p(ZvZXoiys@tYJH`TqVeQco3;q^$cae#BUid!*d#f-hP2i z#lp`9)IOI@S>i7ETuQ4)(4SJmvs{D`bvM=j}ex!Ls+@^%1h7NV^{ol?}+NAK$GuJssQ6Q<+?K7VLR_tl zI#2YrK=<%|hRAE}W8C0Dru{E1hs#Ci-PEsf1bfXN?9yV)Ju*EhSs=Hn9g=@PKFDxs z9ei$UBhA%V)+)XnU@I6W3*XP09dn^{`rvauR*SaJ&GivZ&nCc+^4N-}qO$OLu^IaN z@H1komvZ0t5|ChEwqkf$Gb2ErvY45hKmkE8u;7I))fdH>50_a*kfr4$w51Pesdc;w zc%54%5PD4^XMT=U*IxVtf1R_OBV0#y5dEbxMc;{b`iH|?2FgnoQIat4%w$?sPINfKm`SF65 z=><)M(L_%5BVh*JCrY_+sCe#?=o0}3tT>fvMNh*%yrovt@)NIjc;S>Z(OWR1{mm`E zoC+GC7<1W)fTy&@g?Egm3s3r(k!kk34ZrLx^E}ybwem)tb!?d+XZnVDv$EQn)$7$! z+m7xPMgPRcONx$eCibMg>LjQ1-{)#{pPKlY^Aod=T;NnNdc9D!6LEHR7yoAnpVeZK zlTWVf!iP9}(ALLAn$xZmuu0D0i%kU2OJO9_?5aMX+&BmoIdNrwNXJ{us@UXaNm$-J zXrQvubcpux{eexbKAriA+li@tJ>GR!_of{pJNP2w{c>`?2hijVmbKf=_7awB;@6Hvte5c$0;SQ2axX1puU`EG#!6Y6`C-n6-XaOzZ#`)MC^aYkgx!a z_G0$qSvrNMJDgmHYe}Z2^ZJsueiM28ecwBmw$&q0{gqxQLTz>M`f_o#v<&M&2uyhHF5@EqHL0?sX%-E=T_ppN~o62No%Etm|@cOp*&)@`~w%Z{zG zy4oTyMNVRuloAeH+3D#tzGtRdO6Nb)oTVPg&ObWu9&~b+&-FEQjuQwo&`Fx;-}ivx zvi@;pJ3P7#>_GTLMMaA`7j12A3(L#Z)Hz5tydn>6&hF{#r)Oj&PE8q#LX=o#MA-2w ze48d0JX&Yo4CDAz76%ASUhczN*@xX%oiQIUuLI6lX7Sb}0tiP5b z@KjQjv~y@ZlrI?C9Z!-~##cs6?f6Z=@+Y3zxwc(m0D0UgyqIUxx455WQNNLDyG{IZ zQ3W3WW(q#_TU_zu;NdB|;o)}wk&sv*Q-FjyI4nr7+|q=G$w1OeJu^ZdK+99@GZXT7 z$3OK3#VEoC(_9AnT4pm=^5{v|r^83yyqfNRdiHoURjby*d0vd`=rs8qW@g#;1dOk@ zwsd;wXaXcd2nQ$>ss`))H)_HfgL|tP--2u#RcEVkAXAsaul6T90)c2%?n7)8&T?`; z+KzF(a^XJ3Pf=hikiy=Jw);_MhU zi>iOsvf{KVyorM@=P}0jT^PMfTNC2ok{3P&lfI$lN?%Dh9>|`W9y%@i~&W`!Nw@EyELki1XN)p7nRpi=iI0S|2 z8rOOrOzu>ETE3r`D9GVH6~V_fF17_TD|cEqaGgvA1tb2Xl*W1m!GV`@E?$qtsLTVw zS23On(cAQ;tc;P26r+^Mgt?{tZcn+KGnGDUhub{;$*3E&)tM$fD`GqMDEBaCebR^d z$`vGizCEua{hB{{yu%}BVRrM@C@hc_n0+jjUBy`NQs@23GkT0>=0^6fg=9t0$ z(pdOK5Dtkgm7ZoJ@pcS$rm))pFsB_(Wc~dK57u@{v+W%>u~7MtW*;54iy_j-Njc4t zrY-qutE}jN5ZbuIMSb1~Xi46V28V-#?scSrsWWH=6WxKxN%`U9U*xXw29*>KD zVa%5=v4&6TjM0hBT0eN^oT6UyZJs8z<+X1U((ZG=?s8XyYOBYIV$Y}^&ec^h-Wl;` zZ3LR$cnP*cPg9^C{@|#BeF!!tRP>A_OSoCA{_D zNrD}+j7dVCM%RVte$oN5sB`rcWA{`n@61tDXIKM_hGxhHKJB_;^nl+;|O-wlS%=~L8{r7CZoykrtMHFAO z*a_?P95-Qtn?jK}+D+^B&uNq~XQY}XmF@>UtjRvpP39Lluh{2ux#Zpj3NJc~-1isu2xI;n1|CrY z5{z%3d}+V3SjeJgo7r?3TzmeHL!5o4BUWLV&1r#0*g(@eBFrxcsUd@5_OI`9RFWKh z#FVP=fs`mBO!oWNm#xMedZsNZ>NW*x7ug-x7+Qiz4Y?a{2+d=14_!J zk8h=Z+@Cb{jNW2Hm5Szi_V)L8-VxBiD88%{XKFopy{8u%CgfQ7fsvp0ZfGsz(^=z( zxJuQgbLm=AA1jQ8DU-h|^V!Uve!TGtp8GGOqUeuJlFC9zHb&|q@go=e{At*$&{8RQ ze{jdc^XR5amQs^>0bYau-6MWAO*3;@=law_9!jRrKVE%L zbfSPl6uqyn%=sNl3|Zvv6a$7R^>DKOjtfs}n9Vmos}B{MyEKVkzEpCUPmJ+}S$ls; z8!xkx^N)V~T!BFNL*CL+zZFHV2O7G*QMb*s{(__kokz9va6Zz6c$?`8FkP5isl=zS znSSp3E1h>?kaTj$TY{kdp1AzdkKm(^2)@1hY)R;)R1_z?69S#O;3DVrsn&vRvB>UOqpafeLsGn|iiaNC8aI0xV zSvrYYHJ?>5a;5S(*+G}TWACwr^E&|3J1!cHS(f0r=@h)$MN2k6#4611oV1s8{(#?2 zt7F_HLFSGSqwvYQi`UL-D+De{R>J573rRjiO^i5el0*7)O6M6CN6L(!aj(qigeeF! z>oPNEp5ARu;SizUJ&;g#kZ?_G$hogY;1sjX<0M==P2RRtusCFSk9QI_Ub|BwOgx{g z8NXT4Y6`}Evmd@K1qxS6mhZ`8<T?)zE>pp($jwV0|{8o6DsM>?<3Y zt3Zz#)vogg{7RUiCPul`?z0j`sbYNV=w8mYDx28=75WJy35G6>d4>Y%r`wpcps%0| z89DQdCJ?zVDA=OPk2+}DrWZf!cs^-6&?jF|jF-~KQc0PV?O3{k;QM%xma|QcQu-jT z>MTBoXv38fKmQ3Mr3WBpT8K{E6UWiB=H|;wi}ibTotcT@)B6?gPtl%sFPqCJ6@}!h zwMyqTECajsl5coQ`0rCEs=D3XR53+Lc?luhVodw1EB#JKEB~UBPJo@GoIrB#i@UW9 z0l#yy{tOaMK@RJtNJ8CuAF64}jg_PFRl$G@rq+>>W7$^nu?>PqR`gj+yPTK}Xi|>G z6+@rwn#JS(P#q7DgOTibxtx|#D=)*Z3fb~D5RSY*MMllUX@7esr8bl`*Ry&W+C+SB z7$Y%%zFrrrd5}F;HN5F{v|4q!gnl+PYGafNr956=vNa_(=%eBGYPtd5H$Tfnvi|17;w~@$pHOz zvQI8Hb#1mhDt;AZDqL4cBdnw6h@Ai9D#=1`dg=NYFmFM9C@LDh8aeFiiy0XmT}SRy zQ2R*oyEu$$e_0@-p?Q=$SX8vaMM==x-Cb9B<4wT`dOR48EUc{^qs-0D=DV)>+;Ste zGze}K)i1?=)_(cW&|oNbw)8-hPuxM+!509$7KnYmtbl%a#bzIIN=1IuC=8~D+z#8} z^)l1|sba12lF5URAVdu4-J{!%Xt6=+MtNEVD#4(K|7?VRJ~HQDL8h5=Vv+^oogWY?{Z&NAcN>F(!2D3cE2$K6`wqUtpy~< z-kMl%pX8Q~1~U-9s^xP3(_mrA;yV7w|=ka?;0 zCQWEe5u(G;IZih;?j)DTYb!CdSWiEn8ut@C2ccCkn?+<+TBcAM%~J)|9V)_35BGyS zCQ!lw>pMx`M=cCo?g79Pt^cIv!TIWZKq6U?Wo3Mwc7I9c@?uPb(cD)cmzQ9ve~Q^I z#AOGj3jn3=QN0MTd-A=TW%4HecWojYX95klpaEgORA<##z$4{qFTug5aed*}J5cbC$( zjIH|S17zY}RS+-Ia3GWlooUR{EPP$ndJm7|=;L^*xY$YllgGUa=#auAp3rq|-9P(1 zlhsG|mpgOo6{Cy$PC3~k_lBREAKtI(oDe$CojST3ueVCj%YTE9g$MH_S^~W~C1NaoN06!-a57k}P3{mXn!y#qNCqVIQk};;2v86^8 z@~REpy|2Oz>4ahHlgNd92GDI%*eu3T6z+YYrJE{#J z$zdwd$@gsMo^tkIj)LjtChmc`c`Y)#8FbS|OA;cVik~DkiBODkz4RNTCL6yDSz}89uD(Nv1%} z28;P#3=9@MxH_zT@Q5H{d1=XLXbc(w>IHp;|0sA^OVvRnkgzBE-$$b|H#Qv3mXg#D zM=pxDi$OS>iBw*~$ONF{p(0!`3P`1tsSCMKBW&HU2AQ|1ZQjWTn5wAlJRU_n9U z3u7Aa=0Hy{C{zGIK@uC(T{$xUven6_Wv0&tZ%Q_l6t~|@1*%1I_}e^vePnm4u2i;` z_Kh;h_@f-i%X%5$u1I<|M*u=WY&5H+>d?cTQCcR5Oh~hZy~EIr#T_i6R-Wam7uvZ% z`Iw3Ey3FMxPCE|qs@<$1VTaz#%>Ag0Ctp}#Qb`uF6xG6b~^dW`mkk8wXi zuv0F-BOB7pO*Fw^as-u=Qymic!LXuw;Y1u?sbXE)QaCq|wlhW*{;?d+I=@{krdS{t z2RnvGR*Y7(CSnXOoIQLknSnQvnW^ zhr}eo|I4!fW&M_-l$RppO@CMcL5SkNgfM&QD|lBUBc{{b2&xE7TrYnMySINl?b6#x z6PWcTBn@^`V1a^^SfA}L@Ap;Hy?w$?4r1w(SX_w*4<4+nHj{JK7xIeIbDB0W+YRQV z@YoG>P1QK|4|+=xkw$L@vfl?P|IGRBik^LY)biw}7Dbs9)W94hsPcvl*6JS2&m^F8 z5ZM6zzT0w&-Uf0=TT+3q8pHW!@`NSj0a^T^mWR@i$B~FhA zcv3R*OPc7L)>k&r*8Xxczq*hc(tOy;7!{U)gj{_Hfh0EA^BM4j?PxLL4RTllagze( z*0Shi`D1N#M+f(xI)*1qC4@wmL6yljCP#);{^gD@!LUdIzTLl)zFl2&m@B+M$_*9y z`v^4z3>s8dS3_A_d(_23+gqHz#DaG9OA~JLCS65Ubsaf`28$VN+M`IIxUXrzLA^(6 z#!cC1{Qd-!y;U-((VT`}U!E-YrSp7r7-bcG^g0){zP>IfN-e;{L+9z~2}NCm%bUjc zXBr+o1kCe|Kfjh#%Mq~;Ppz;2G%Tr^%3;LFrdOWqxjELozudc=ZYO_3&6*$T>$5J6 zkBwz4A}!`YYX>Sl?uS(B|HIm8jj-R}K+AtG0!J8@7w<7PqF|?>4x)p)yCQZJR&vHG z9EK4VKE8h9n6>qgGlV#KNI%;3V?WG*5jXH9lin~eQ~W4M@IwB#j#n!~s%m^7Va!|2+-S6hSI9%H-^Kj^ zc^2Jx*b~U}DwJe;iA4DSRGzdrYqB2{G@xx5IB%z&{M|r{CN_Q?QtF`5cuI+qK=xG@ zcE+-R+TnX$iP^blwZ3VYVcZ5H-(KYoVP|b(Q-#!z=j32bo2w0W6eKi5h8q(6FtBd& zY_ce`?bgu!3d}Ge|DnafkeQ+gr5{gX$=S@h59y-+;+n}d)O*Qv=K!i@ea1P zXQIGj9&de5&l>7z$ZMtN`XjZM#Wn4|A>QEh z0C_bC4N6iU*PG-vz}-XQfh`603;}y0X~aJ%XWwDH0loMHTw%3frfKdxt$*&>1r7Xz z*6zMV++?h}6ijaAIs&X@73TjCHWG5jjL(WNimm?^Kjrw6?(Xg&oz@^29UbKs7A`5; zFS%Ia(chZBGxP4|IYw;YCX67nfT9k?F8)XxR9S}Q+?t61Z%*yGT{GTum&VWhPQI3| z(@5=H;I+S?`$|lyVU5xt)=Uu?locwQwg0ai2KXXX|N3`GmWa;~9tUD0yz6wPX&s2r2EBemn5i2#L;@IEr?v)tGe9kIaY(Ib{7_8foU`bC%`B#oEpW(nDR!h2Q7_oGXdP%u88^+i>B|or$E?(WDEx;EOXc&1J!ValrQKu&lRaES+C^OJoQc(ytrVopX}K5-3V!6mq?K#bpYs-L~qQP#c^(jZiEe zw)6AGPe;dv3tK-k-=04G^p5vWG=$jR<09r8;jgR8-HF*BB;Gub|)`PAAHe*kkK-`O?Xegd6y6zLpVTc z^-AN=?xU^W3p{$YCr2iY^v`TtRm+z%T2*h|)^#_MVf=3H ztR%Lm2e!IOy%SeQy3N-4J#0{KKYQMLl{PWf+qHhivBYNy@3hjKf1>&u=in`M$ro}n zkwbWBSL6gdVJ3?j=Jyb-|Dos8pp+T9_A=!{KgyqgM^SX=yQ^*BAZvOY{-5wDY{@D@ z%aW(sUh`$#|HzO@cn)!1)aV+X&DpJ@4Kv0gxUa3!uN~=VCUdIKnz({{^e|`@ z{FBI%s;G0X@`~^03TEdwQ9nv}U^O{+I?!A80U&Aeb3#N)tkm&BI^y72@(h~hS~OA) zbMXp|&1RCdo?0Z{ZUmlDH}M&I^VF$>6i2i6nQ>$8?cv{N+2j7zZ05OwB>Tp;3x{cs zs%QOjLZJqm6iE-{u!SrF?rWG4#8_dgD!kA@aouTWT@thVT*2V$&wL<4I_zggan^N| z!*T47qa$__@pqnXs@h6g|2)H^y~Elsb1L(lOupLUw8>C}XZbQeDw&cxwRwZ$wW8Se zC=R{Pbvkk*S!l0#&u?5)%Y`CAqqtJNN}*C<(4}p?(?%>6+VmNn5k2>ztW|bwl}q;O zq~AFJt&+NHwLtIbzj>Cu`=(m_?nbY~=Q_P_4cD;NekRdvQHBdkjTp<_>H~j{oumBZ z1^pE?^*Af?>rKXsRy1{k9u*Dhu^pDvTJRK8Y6>yi|drgB8fd`QHSQ=u3>VE9==i8ueOj)=x z((5@zU*{J^wbfT~+XxE?jqRgKR_EVDg&}fyriz323vf#JjeYEEvZ4pB4-(w1mb>3L zFJ=FmaQ$cRA1QTH<%?{APzxiN9>re1m~m49Lmc5f!h{VXnAwS)&Sm^uF46cWj|uk{ zuxG8du5;R_gn{HlA%jVABW-nKGBw+LU+x)#o!>bJHVj~fOv~k4joa(qw|xTx9pRCl zZf?(WMzvwxIeU%EJA2Yi#efd~;=$I~hOlhTcy7sx-6pBv=UPL`)>R~6UA`YR(`q;v z8vS|A&%goywosTZvTFqcgRZPEB=1qy$U+giC&wEI1-2STnX49%e zms^+*40-C5zu|Q7cC1v z@JrwId1h}AGl}~iK1(isZ6mm<`xqXc7f%V@cb?2%)rWFCEJNqt>;bP!oy%;I< zNsY18x^!;IYfAa8)ljqiQiQ`K+llf@b2c&0?V9q`(J~_$g1Ev!1wcYpBezU-Wz~TE zTCU!A3qO4%>4W0pk^9J>$xKHVeqfEK;UZUv{_}SaG4pPv=awBmFlY6Z z;8yc^FsN*GVz}BOrSIpH#T6}1D1>FZ>h6qiwRfK&HyA%Gr0hY*7R{A5jMx!09GI?A z8~DCfevkJ8-IU;VFF)~5S_~P@t+9JA%LHd1aXq>vu?)U0tMt~cFoNzR)y){Ai8Gt) z@1|s}JjzA(>>nvtdwsI+X5XrA6Rf*c&x=`>iuNk0?M@b$Lv}7zePWv8qS)ovvNzlD zT0?doKh(wH7JpcJtl^jz-;9OD3%tI!SbY@X+kQ%(dok(oCV+ZyMpVKxgFloA-r1;4 zyV@%?5Qwrb&>(8FfCTtOhlRx&djDl~{ZmWmhGnp{Iqu{>$#Ro;b&Z1z057+-pNy+nW@Bl#(aW zse2naemUZPc!l20Z0kv3J2D2Z3|zHauF?~K7GACMmNf_(M-AP3wEsgrfVSDpEPs_W z;s%{pXVUh(LXy?RFLiEy>>=oTT-w)f(}ZIzb@}Q`6bW13yo7%3tMr_EdBy<&JKB>+ z7sC4&dxY($K_l+J<=8mOQac9M1g5QZ W+0d7Nod(|zpeU;*Q!Zs5@;?9}z7<;l literal 0 HcmV?d00001 diff --git a/episodes/fig/data-validation-tab-LibreOffice-new.png b/episodes/fig/data-validation-tab-LibreOffice-new.png new file mode 100644 index 0000000000000000000000000000000000000000..d22c384ed05dfd49811049c7b5788de8973dc953 GIT binary patch literal 11303 zcmeHtc~nw+-!G=w@hQ`^({LOc%*=Vt6ggHW&GDq2Jmj2n4wR@Uj+te%mI}@^saYzC zDJi0+=7dN|i4%~i7@?A&prUd&=Y8+G_j#W4-n-WQ^RD*~QE)HV{PzBR#_#RlUG3%n z@ykCzAdvi7htuvLkknTYXvBXh(-bkq}y`#wB7jx-+8)x&f&Ne$foUEjU10(%Z~M{@xpFg z2OZGbw$j;g%i)frmXg-t?wnh<|Jd`#FUGP)N?JvKPD?54%IF^KFTZok!S2%L`CI-c z?K*O|%4Jq+Zi&h2kWw$P-zmctCt31+kh3Ae5X7v2kR(F>5l3Faha!>4kTp8f4Z$@) zez~^IqSmji71|gHt=|xgTY}o>Mp+`JxK&X$-LVnc99t#%V^572K01(V3o;@#vgunu zKmT+I^uj?=`q$qw_JNKmb%B0=s41I%N5&YmV-iO)h)_pCOEX`!Zvz3?6Y8;P_;4-gt$`_}&s^`-5c`LV3 zQlQ2+KkHsFv)mN5x&6{zi0V;_lDr|GhQEOIrK_lLAKI&jSGFz0VL1(vjAG_G zi}i-;T08{jtth)5e_|=%4cc}50t)GD6)lXb^3%lJ%mD9`$Futav&_#cqJs>1$q<}#*dqVO)mxy6>k&FtJT9Q%KCq522T}c zUfH46b-kZT$Hi746kN3*QzO*QoD{mikRGt=@XmUf_1C-=jrA|vh;?YUgI>6x+nTce zt|}*P9ST7EUOAj2x^567hLC`-(j=X+i8GLDGfW6s1&{BEOT8aV|daJabb3G`X zevYHAYyh6J)4n1f=xA5Mfa$o+Hmby0-4uPfuJ9lqtzb2s!^j)Wo$0$e-OG#14wY^{ zx`ZkCtncBbeXnwN7rUXNvZxG(?4~~^tC;R@>bspDmMK%`q5NwN@wfU>BzdgQsv$aJN)I(F9jAetlO@QzZ?dSiq|RPx%))# zuLfE_Zcp!E=RGAjCR*E7>&dqtb=lqVKDINV-_F~0@Vi2D-c#idR<_9-%QUwtvr@>X zhxOH@#hJ`2gSX0@*&D1yx^gehJ26$*Weh5)3L>9A;GJhQSl-fk@l7asMt#v6^(X<^S5Dgrg3~Wh54qkx;jZL~lJ##L`R+&s8DS#-C=Uk}z~g{Ije;8HfoYZk?4O|vU8(I`FWP=r)^VWHVA8rF{~xjTu* zU;DH%bM!zbo&2m>Oj;|g<7m}f`^3Rpl}GJbI(J$xb&n`1?N+gf42z$*+T*+ZSz|Q) zM7~+x^{HxNHnS+~qb!HPd3!glkBeyz!ggyaoeB(xi{nhRk!fVO|`%~l*9+uzULY2a2vZI~W`e#iYcG%1Bq{8)z2R^KU$0m(}nLWJFTo zhZG^*a&qvSvrpnoKKxRpbV2JwnX8WP(B3g;Ro*H`t>d0JxCx(WY=k8ddeoE5Xg&y^ zB*+1E_PNlvtE}R2Hhm~&0qu_HA50|g3u!&ag0eoAT1Lvr^<}5b1{UNTq(B|}_7B}1Tyno?@C4dVZ(A*H8(m++ir3!y zwg>U=NB-2dxs1hA+}Ji#%4!6LQgiS`-c7`K6h8iFF#UGLY^w2#Sno1)qm4yp6rMgj z2dwl|nYA)~rjHY9CA*&m9%yvm;+k!RcS0LPNl-3&D4wK`f0ON2_15d_0_wpw@+%vx zAF>_l)}w~-<`3gr8=AgkZ0}C-(;m{VudMb#4qf*Z?M8$Zv(Ar|schKw_&?cw0Hzbkm`yfDaIuI5a1D$Q&^%j~gw!v_z>u6^q~omah3b96 z_0dPdMW?nUCo*t>KYJ%Hz9-+<>pLPF`muBqfNs1BKj69^pOmBa(8f|2`m!Y+rF|+s zeF*iTwAY!@iNeLq^s}F4BZZI28yZ0V$B>XhYJ>0op^!cQbQ*Re&tQ{8Zlg0wU7_l~P%1PE5@ z(U6}DVO!wh4WWjv?riFqNeysi={!NC;3h%o_x%UK<}78SD@i!BfDe3JR;bO;9=o5C{1?B|>f`KCb0 z3`h%$A0K+di0O_qfLZc~dtt#ry&@oEi3!C1sZ;Ye`8tTl5qscRbNZB?u4k+Se&t7&h~I&r$9amNd*lZ7ytXu}42Ku%oeu?0Zy8gaA6V}*I?1L* zkwkrv;%{YP`=El%02Xvdk*8;dDdp^EEv30p_IHJ)+LqKZbRxR+_Jo@k!Uwj{aBVg8 zuwBU`m|zGZY@#e*JQKS6fZu~BDVux@x522o8ZQ%@7KT>m4j<;m?Y7>*UKM0rMmC3& zj2_O(1Zh_iPCb0GRDG?6+UrQwiK}>nuFoeVZCG_%e@EnV&Q4pODwYW@^Q@qpc3tbw2|mgvMft*Ut8M~y*2}rM^1StJX+O3FS|>oUI#)5N zYwS~Lv>}y2z9Y0*7d&2#wzIal?hC=|G{K^?O!+GBXXQT`<1`Io`pyZDM|W5qD3yn9 z_Fu5*e;*W;7~PayHGbiy((}$iOCbqP3U;Tn;lIUuJ z<3|Fr7$e`F+rxQ%+LjO@9701)&OSTWnkBDd;rz?51J1}%Eb{X!WZL7mDH zp*ys+JF05PY)Z!k26dzwA-?VUPZ{i9RQ5ElLdyR{{{cMO7g-&0sxxNrF}t}7$qfrBCjKAeRN1Vx5ZZ1~Rg$mQ=> zpB(oYk0wOb$Fhf5@V%)}MT%#}KL2<+oB}4>isnooiC>__`-A{=S$eKdSyrfaJ=i7v zT2pI>{W2`d6vGx&Z~a#p5%%1!1&~6lbm^U8jEx0^@S^V`0NfS;!$k6{+)^%oIbPhq zmb}67W3KmO*B!AlKSR@CNNRDBTPiPCy2n1;X;8)g3Bbe57?M7@`@TvsfW3J6T_LQB z;^@n?P}e%VtyH7yA^ESmwQrxUuJk|{zS{Y}hlEIEZ{yyg<-*@({W+#MP1kJwv?tRN z2xkZy@#YxO#O&B3*7@@DM1V}Q<>^Cljtu%@F|4&|G%y=Hrk4KHCgj7L)x#XqPC4z8 z4=o$>Fqo}ql;RqZvPTCdM88#D(n*<(Q(6KD9$p{z@oD_N^E(ZBD>jA{L&w$Taa3a7 zYCcVe_tr%JlrRxwP84r&VXgd9?oxNRQ&L6t5Wwb6erxWcSt3f`Yxw3>i)NiF*WXSq zjYVLihO41e8}T}yd|knI#5<->D{xXYh-j@Z_1&WL4kMb0i-AOKQ;Yqbpel!2{r>c> z!DZ&Do0*HxvTesE0G=mSc_4s$4{xo#5s)wzUfFGG$5EP;b(871 zAr$54leF&rp=RPm4e>`;Qq*dMDX5_|ZWtQ1u#|PRn_9+xX7)&Pu-ja!@bNvROn`+f z#})&EIx#VV#Mx5I#&d%gl7*D>8DCC)js^N-GqF*Lr#SaeV!QY zip1%hJ0jDp)LLkNQ|U)yWX55<#@Yu`8peuh+M2w|b72`X4_EV29gRX#Dr`!xsK=)W zbSEz&o8(9XmIwS|o%&4K^0W1QNe&-St1|#A>SGIOuEnNx*P33abpHhh?@t~-qtwM- zJ#tUTOcU1y5-^)fmE(;&Ivu~E7(X<%zEG82xmMY3KhAVheYvN|$t)tmidsM+IxX+lNq}N^e!UcS{9uZ{$Ac?8YBi1D5=I&LrNE zFzwu)6d{2bMfz%*=m+w0>=5!X;`Ke-Ckw7BR$7+$>jkrGWoBydj1!I5%AETv3VQ%o zIU4=x5QVg|4YKmC4&VeH(r=T89{=$m6V}adk%^mbTAez`pRZ;sJu26un}5rERps!5 z$noJ`CcSI&>oCL9bKebll~tShWV}r}f^cm;_O3XX^5bE4a!@2PnqM#>prjr9Lpi;M zeDC^kJN%{hck1pVJ>_NtusW{T6O%=x2ks2lDr@bCIJdX`oatqyw_34O6fXqXt@V2L zmCX5gN7)*R(x9o%RE1}$CKpv^$`k^+ZGOgnX5|OVk!rO|m#>4i32vpAW(^SxsPJO8 zRu@&pFj(lY736>5;v2vZ1Kz6m&$iT*deH(w*gf)S&|2KVDyjFiUEGnb&jpP6FNlus z&gCx?K8uB9)_|$)hlu@Lz`dw)^y0;cMF-d6Euf0fZaeS6M~n#&DDrZ*-9%c&(rIbX zYaPIYNn(%Jno)pbC*PD;K?a)Ut_G!2C#%_39Z)K$o+GjDloIv#lhl&!alHq!%rJx> zBoEt&i;9$8fMH`n08)VGaBfNY@BH6$lfQ9wn~!@`c>oYvX4~)_V3C(Z^LPwptAE+z zHZbe0dBpIJpF0*yxyhBQo5D7x3cwu7UGT0`3gAx!%Mxy?kU&hj4i?STleg~m{@@Lm z2_njKTA>8%-GpnJys0Alz!W)bWwgt#B_BCg*E2SrcT%apMPlY6q_6B2M{V`rEwgCD z%LQBw`Rn_;NrAZpAtR|c@PSpu2F+V5PpTlP5zMKsw;d(4-PYLnW>0>k<%A53JS%Zs zbd|YfY+8y+7yWmi=Gbs9BY`c&1b~PvK@-9H0`Ms;ApcO^zF2ZNr_m>Vw0snx3(Nh6 z?iR$QA*W&$SWBJSQ)jn6YvQ~~*-YEFr+3E^^OXD6G^mDDNs<)LfHL#~<5h73iF8#< z%9~f%*5)R_x{k%=2*o!Hlb=MnS+%ubc_l4Ez&WNwwkB@OkkHvg-?8BuFWN*b)n)$8 zQjTd}&uIoJ80|CMGAR!WLs$BVkrGzvCeGS%!wcfdW{z@e(puZsg#aepkMgjHPM)y| z2Y*e}lzIa&aD%uVxlg?8C;mM5cIv_WXrfi;iFdgl3h&4`W-Qz@9Sj=;*qF6Mb%R|m zSEV{%2}bHHvdm*3llz-6jhTI#g=s;I{X4-+A1vDY*AHS5fHQ8O3h4-Dr%b6ZM;5HqQdcIUeg{5KjeOUzbtI{) z3-{6OSCqQ%7Of{GSN2~xc>r6esFwtjE5C>SLAD`CVcZjtX~D=bH~}zFjZ}h(*qO3^ z2XOY0bBXT(-)KC{@vFP^e#9iGFa}~rYrFn1xK}aJyNsss#wU1{SMbd*&8N^FS;I}} zvF<*3f`l$D4Pa7(lv<$JbFA%=8#0Tkd7RrCDN7$MGO63ukEGv?Tp~yn7&*dl<4N=q znaI4~kD8Pv1|5~c^c;B{Q~cqsGiBv8v0v$n)hm%HX4TnxI(4i+LSab$u}??HYF6yK3Ki;T4rjB3crp*N?hl+TXjsr!14Decp` z6|-&`_3A>+Wv8Za3Ma_soyEEEhNYufY@NaLViN`T_B_U=5rr5W-@ zw2Vc2v(BqSa)o(`ERz}=!&B1@={1VsD~LjN4K%wWOC4MdieIt?w>-)Q>qhgi`5D*r!=I|x z0ogS4F(AR=Ischb|1;Y5&N#ul5@-EJ2;16|<5~MPzR^`Eab0lljFpml+fM+rI*~NC ztW7GUjjRL0b)mtTX)zv2ZIRIR=2ATd6Qii>A`#e`e#nD zzLbfl$B#2c27+v<^U&@88rpqy$T%*hnu`M)txM82SIOT$ze>vXx9!u}@LT`7w>V9N zPvbOzUYFmiwoe`~?s+5rK-{5SmT;+F5fiT(z@bbM8NKGC-W1Zs@;sy0iJg!(}K zc^N)iiuk@?x?Se)fLhtf&?0*rK;0yLLz183*`F#AUKPRX5{*hKvt%R$iqL0JhJFlJ zr`y(1oZ*^?=w^0BU3f0I(s>*}OxCiWlt@_I`dKw;;2g28qG_E+D#oVFN066ke$2ms zMWQ4l+cpHms;NpWw7#MVK#sBT6v1d^qF^+%SduG+$1@UVL$bkwFbxdl%OfX)aEU2v zjQafYkNH4=s+;Q)r_B$hEoxc+4m^plhNRbg1Y8a+T3HlKD6nBi!|z7=<(>kV(GPGW zl6bK-uE&RLY_IV#V!t8Qlht%}N;mCO%v~Tuu+06Urw$~4tUM3ba1yN&lZv!1)6C9w zJyE5GGVmEIx!S#dexqQ{%6j4LRC~TTMk{Da8MAWQT2+FTUOKed)YcthnD)!kGLVa+ z+iw{wU~ZzDXk8&~rE`Ae{H)Y#^Alfh9V+sQZYrk_#s}NX7uq`3#|+0J-)f!a$tt~h zsLn4-S{M~{A2A(;o0MH~)k%)X`E?-4dNNZPsqezChluLu*8tBE+Pj34j`?7>t)cV0 zYTT!DWLz+5Oa#qp5_c)Py_o`Shc@1}2lV?}BZC7a0%whKsNC00-w2@|XQ-ZD!nO&u z?awN0-D8d zb>o@65~;v24E2Q7YFn4i4j@(^dl(p$vrY1RVHK3;s+hQecFC@UlZ9N@)qclx`*weNeP1qgKGoOnco()z3(b@g&XpF`A&+V7cB=oP#211 zUjzoB4e6<(`FS0Ba4+8#$Xc%^?P|jKudLD97`8{;8y9@n^1ev+%ow#txfKWm3zn=3 zQBF}Y#}aj}QS9j?^v>g7(gomP`y=Q*Gbs{^B6EC&%^{0l-_JvbfW7TSa5Vv=_sygQ zgd9by06^x8dHGa4o35OKnT5f_zQ^-WD#9h%J>{tQmKlBG9?+58m;Reo;uq^}Hc__X_fEy8 zl$Bqx!7Z@{PP1leWtT1t7RiESi?3!MM=Q(ghT51Gs2jJ>73qR6m9wobRoLxl|8&$v z8kDgw{YH3kRO5b{Y3c0&ZGQ1i;6E8l-#y!!!7{~KIt&URxN?#07?UEaF*oV+6prRiC zwL*%O_+lehF8-AayrRaJ*lY#Z_hL#i%XHr8oQ}297oAWbV9w*k;r01P`QzTJDj?R& zhb7hKFKp=gPN8Eul_f(Z0EUr)CWP?-aVqYmV@_!5Un-9E@>T6+Y2f%=APEJ!xN9YC zRZV~eieJBV=s}nSVi<4%1uk0 z^91DHH`JrhAr)VIw2#VL9eacmHJoGyDsTfF?MHn#?Hq|xw75qyW*#k{2J+w6YM5G? zG{=eH)MrJ8pn=ARTd(T40j_r=iW>`{a72&tAb@Ov@UOSE8>fnMe+*6$+~W<1bQ2fu z-t?MxKqWx@RALq<(FwXv+Q*%&tlUw5IlYx(FPNJ3>i1?&t%~(7y`CcFwQya)deQW! zKt_J|^llv@evt{+ak9@al_CP9BuI$vA1>BCFnhW>6VWuS!`IhN`i<>_W;gjXMvjg| zY-vxf3j=yf<;}fQ%N$y^_2eCWZEJPFQF+03q_2Lfsw^9u{&D$X|CN_Li$hL^4S3@r zbz_i`x#_~LN;8|n67m3xy-Ru^jmqAo>q6NDWM7*eMY8FMX8??c|Gh5% zmsI0l2S)x`ivNGS)&41*;;Ms;JS4qulITAWE?f}?03b05)cyh(zW}wPX7>GSM*si3 zHg6DCF+Shn={CTb2cBfF|I`3$=tDozXq` zyrvulWS3FT#-zq(0AF%JJArb2D4Ff#SCoJMj784qufeC@>#C)He&uNiM6U|nwz@gzGO0DyG3UGPWSh#AF^!C zqPJD}t=8sq1BKR>A1w%NCV7h{`khA1L%y3WYzK042lU@P#B<*8FVxoe%?&<=8 zyU-AMOe1Xd+O#xD-OF~p=}n~!o%w4&2B@rQBWI!txSPQIh|M0&L&N2m{tzl z_7*|=W!`}#8#IBzAClfvBhP<$P+GkxD;IGihbj6+yxjixxsp z<#S`lnuA-|n<0B})#$3F$Gj#jXO=tV6)J${gRGqqtpMAthPHNRGb;XYwQ^&j`0<_h z$t$%m^Ky1Fh+ehxg0i)=e9*XRbr;|e0LvEtuFmagr7X(AkSVpfP<~IPJK-ywBjPkLPk&e^M(10OP{8lr|)Ls#{~`97|Oc&6n0{A}lK z`)y%Hx`{j^o11^CdE1(DN8%=HaPE2$k3N8SlZ>zw(kXogbY8ej`&t9Br zpz~t^=0jmRd3G^0O%N)LSCh+7B@6`axx5b@M@s{YY$w!k!>))s_jqXOv}_8-l&jiZ z7;QUHQBz^&BY57=<~EW0F?#3S08kfn>h$c`vo?BvKw;)^J}yAAlJXP4P~~P_VBopI zbjAd%VyTrs{!IaM<0$9gAHaiYr)BHn{l>XM`OVWN`k!x=B;XZ0-&PaKozM?bm?qOh zwRw;0Q*mI|-z&ifY(5Xgw$kXUn1rvl1DP}I>CVXiNiL^I{~-H4D#YRz`?F#tQ;K`1 zXpidsNLP2UfS$msK=-BuC!YlXI2nLn^m57G2Vy<5Qt2v>H68$YJ+osjZ(bWU4x_u7 z88IHmeS+x4!Yyuz+)Oc%1us?i_G+n_lZIYfU2o-VNY@8`XvT#3x7cxBr2Y8~D8B#K zP+HhUyB4y=_zMmtXBi*&!>gbvfCezaf8h68@dZT~zy;)7H``H_z!N;|jAWurC9stz zIWTSe@bUnZRv&t7d?kGABCz=wsSf++%w1fDX;aw{#!g8Pgw0>=|5utau4$|O*|2rx zk|>m328=EU6fT>Vc$=cd3dL=WxP-;8zPkKEfS{abB?OiI7eUolO1O5wD&m)ao?`tQ oQ8J#)O=5EBz*L+kbzS`0BK7M%{Z~4`a4+cWZ?30nPx@#454o&AT>t<8 literal 0 HcmV?d00001 diff --git a/episodes/fig/data-validation-tab-new.png b/episodes/fig/data-validation-tab-new.png new file mode 100644 index 0000000000000000000000000000000000000000..d8945c2786b16b0686b3baacefc34356896a9761 GIT binary patch literal 13160 zcmeHuXH-*Rw`M>P5k&#%O+k8BtB+0WkjprxUB_cq;a5D0WvSxH_S1i}Y{ zKzOOQZUT1@eGAUO8=j}O;tNpi2*W1ufxz~;`g0JdE|KKIf)Myj?51Sk2?CLO{e9sr z+A#ZpKth+w^3QesOt%+E+;pw;PxnK=it>{FVvCYzR3v_w^lr#Vhu1;f+L4t`tA{eW zhSq_X<^i8E*^@#fZ##6TtLnwG?@!j^-!jJft3DtiQ>Gbio9ZBqYibBn)_U}Pr~-CB zIaW|!Vev5cs$gd_ugfe&7Jh2glzW&vxsF^|zc};HpM=kJhhES0M&BE<&M;xe;c)mM z&{#%eOUqDsK?pas_;vK^#inMcWFT%WV<-&ohL;cs^bGBBc4UuRy?3qWLCP!}l&(bp z0-d!@a&#r-QgCSGPP>CZVX`#^S0sR}b+R~M^$&V(0l)i?FZYr{uTMi;uH#UJ&m*?_ zrz&;UQZ;4AD;K?|Ul*^gWtffE4Gc?L^*zAqpZ&N4K1GLiU;k=nW)40|9vPRpy4t;7 zTugWK*`B3DiN!NYy)pIw;X9@WHDx@MuwiOggk*VVd1r3l06k> zo?Bh;MSmn>4$>+QKy_cvb;ITO_3w)^WZB!~D>C`Zt4;{i(iKbXw7%5HeYzA{ZPcQn zqN=+6>%IU-$74riwZXwR5`hiw={tCJ1; zg+if*CQ4P?Ys9`+Pr4D^izZeRwjG&z0&F$uWSmV`=IPDkZ?AkKSy(q^!DVG@ZP?mW zKvtsRMAHnyzD#HhWfs~g<21M+P)O^8Nj(0RZCKQT4l(Kv$}L=-8vNeg;U=oDacEew zE;;JXq!FK`bF~!BJeVutxn-eabArCpo`ZdnK{l&v+n2{KZJRIefB}Jm`=jpCZ}s=y zldEQ1q^3(~6MjI;<=w^4!;_jPz_IGveV!-dR3`B{ zgnjDbQ0}_nT0%iVf$W@&7G)afoPiOcNK-QxA~(s;A!aVSIqbjFFe>Yq*v@CxH7~bd zVrBCpi>v)$kZ0QlEX+`g8+Ixnevg5Tc*KplLDJhHaPq)52^Sk_Lo-f5FRk#$fdl0m zl|ED(jv<7)M;GthQ2?v-3?QZ+W`R~)*V2u)=+f-e4l^g^Z8F6s?eHENduF%O@{O;- zvi6qViT4uFbGS)_oX??uYZdlw0aKYw`FVA0c0En1u@j<>$?U{oa-PrGBe4WLhfreU z>r3>tbK(t<+t$w~?Y+lVi83~3*d$plBGyxdMdSHA4D+PK99L}LJBD=$Pt0)g%V^Tg zw7q$RJqE@u(&}gnEPKhx%8qaJUdY}J#@lYQBzt}g5&U4j+KZONSS1w9M5m`y z@ol!5>KuL?2mpaPbL{<}EN$cm?u@4_{#XdYxV*uVauKpl#$k-VtLvl@ztj*;#)(r= z2&wVKOjbi2bS$4Vz0~l`t^{A;Mnhfh(ZhKKOf@!y5z!+D>hWYC&;mjvFH347pm&!# z^7gjQgV}Y?$rMs>nN8nRX6D@DU5b=>g!~R&lG5;Di_^>}t1hGaR_@v9xyL!|Qi?)D z!nw|3myz?iS2|JlgF?>-X3SXgXE|Hk)GgWFva(CQeS5)&2YM*!S=EKRTRbGtZLAs) zt;AT-D{v9wihi{Bk{Z^E!xK?p`@c@-n5&TZl_F| zHEWHw?88VWLSxUvGcm{N{%kb&o79X=8kgp|;5%yTZVfwQmmttX^2xZ9)Pjo=y^D}! zR&7oXFTJNRJTzHlJmqHb{+ZbiCev2CGIKP(@8E__Ok8YCbyh61=W-Vh%c9@}gu>mh z2)@NKf%1l?c3OmzkAKum2!&Jbw)msbd4qMqyf(y%)MWfvnaCvG$h#-PGL0v2!6Csp zNW$9&22bF`k$9l@Yb%Lz=`}_zgS(;EfqeU2p}36D4>U0h8c)y4L(e$)l)D*te&tSE z0B(}W{bb7k4u_A|<)gg+_dvO-@4>5C5L zFblzz-eGvEr3$$C<`}v-jeKb?e}8|;D2TV0*T(&h@0Huwt*t5Yk{eAGpnBS#3i?cQ z5x+fi#t6Mk_El)tnaa((bR}#`MC+~Ev9}-6v(1Bju5jyzt_;`T&eae%FR>GeE4Lr! zu<2Ss_|K3Rl2LxItX56>6PeeWhCrUiqf)!lj5orzlC|Q=ia5pou6eKaT{s!_<DO|@|!#M?cYerOUa*c3?@1s@qL4Ex%_x3)x zNkmC+)7$LIF_p^Mz+CTDl^GpPLX_`A@+wEF>%2MfHZP;yoc6D_C06Inb}*Ea(&NZ0;82(m1Zb!I)C!!8P(UvhiOA#~tP15*)Ztv(aCvuWKi7 z5>AUmhE(~EhE`Rl`mXl4k2{jb#40cuFL(!d9_Q8D_ub(NQ6zDCqtETz%vvJWQ)_a& zA>RFC`{_)7E#A2O+Vu3Jb6RVu0OJA2H>S?c&aFaub4>+12YW-rP?%5ZKwMeyUf(&Z7ho_W7B6!g`xt*Ea;X=h=E>)bU^p)Zpzt1wKL2ik2OnWsRfuyy}9#)%}O z(6T=Luqv>o$$;CX`Gsx-!_;ia>yPA_He79|7LIK>!mhuCbgUpIVN4YMi&N4al8VTM z-=uQ2_DC!AO1y_-T5L&;UDs5e-)qd%COSuU?7LbpUyu@}nxsZ__E8mcV{H>9tJl13 zf4KXB`F>RwT}rSpWHN8WN1qyLq+mMjEbVR?{|8A^Ip6lITUO;nV(roSys-&?i|qp5<)=X3voq=$JotifDZBqa+#%HC9B_3wZ$`5rjZRlGpX~~XnGulhFrBXf) zKckUoviNYTr63vK#;?n!@%CMj-tT($5A5+~+~z@rw$@#J6(>wwBr0@7YnKbDkhF!{ zI*-KBbw=EJrTXd=uTkDpi&l~z(ZVml>a%>i%v0l!A!U7>WYMdazLtd1@`MiY-%wN% zFM7k;d+Ugwmuw7x5iimND?_ja_5Jr@Az2+n74J`(~ji* zOpY?KD_YsF@(bwJ6(vCKpCQUvTYBfm%djJitkC&pxl%Ov_Z1y0)~Ks0%dtP)sOFbP z15zV%w%GSVl)$H=E}DG3O0;dd?F;xbUpBA!DDh(YUeMf8NQNOyX{~5(!CU4;7VCB~ zm%QyIXM7nHZZ`LH%g+RAVxcGlFL`%a#~ep zsfE0f;LDWU_ObAO#9?mO8k5+I{)m>PO){d=9`r7!-=&m}Q$O|}6TGTGU5euS*qVge z{v`iMH3s;l#GF7ZW5Jefn!xQ4Bm=xzkJh{}u)@?Hi{-%-OnGX!VJL zTS}!4oOq0kj6#0{pehFiFH`EP^E1CxMbDahPw3$YlNu6 zBJ|Zz$aA>>yPbTY?#^CUASs=ASX3tRovIf0#8cgVKqPxYD56XRG{ap<$9ffiAs`B5 zw10!;LKq$E?x#LZ;fg2tNj0~?3ttI;l3RCuH`*LX_yS~nvFeTHXfA1CE0z`mf{>zu#BoVJ_hDZ5QMb$^#YKNgs9PgI$#mVZ@=NKnocW1uH0TVR? zhrimsxJA7=i%ZEFn{I#cSxTxD2-2xkbcGX5^SZ4qk7mNw2cj?JzjY1BaTnA14u&u7SfsiSmiSHHv7g@z%$MoXheXQA zELzV}6!W8;&b|EACAXWogrSti>@|Dp_Y7V1dWPy*VkuR)xwFGFEJkVl<+dw#oCTL$ zY6lF@VUOlka^{XN?D~tU7fOd$>m$Gdsx(C8%fJ~k&^TM0?7Kt z0fAW&AY+a4i+F|EQK`~@%mYbv5=Ka=&s7)E3Qc=kh>7yN#V}2#JxH{qrCnRjpBIXE z8*)y&@%E&VKpx%q$9^)qQ{YFvUkg?LBizbg@*%xv?l^jAik2m(8Zy=B48-@!*)6Ne zyj@3^-&<)K=lj{i)5_xt#5~FZleb#tAvZMY-*QhqHW=U7iuM0)u#!3f@DqiuL*|0@ zpOW+9-oUw~s1>?Ci`V#zBpAlu&Jy!&;Wee)P&Ss5^Ke!Q8WQn>dEQ{G-Ci5XqiWXF z@G6?KJELJsO=;V4tY4NR1r?eFj*OSJr(xx(z8$XFk&ubpMa!sgWrHQF1y*8JgZKL z3SpO~NMXm*;F#rc{Hht8Yny%WY)warBA4>p;MNBb1RiJ%Wo;qoKrThC&dA?eK5~Di z5y9;C$=*{P#JQb#=ShJy8xi^Lwv^D)++}zXUbC zdh;v5EMok;>%NW5%g<82gZM%K7ZdyjNyuvEmh~CWw)GEp{Bor*cY3nP3-w|KLCs?# zULE?^ypvRMX_itV(}U?vOZh~A5`W?)0heKHTeeJ%w|04Sof4r3(--okk2v2`1VjxD zEH4~%QN}F_|z=w5U5Xs(3SHND20X&PK;1m`#4%pa!KbJGx>QAUOW4??ul7d`^q=9uTd zcj??!E+};Uv9Bb-k;bG;n`tz_A8;+s9XIgPEcjs6C2t<(TJ8ll0~;(tAQQPw*jg43M6v zy94UP>$$aI9YxB>y`Jltkf31o?dwhKH3&om+*aW4zVLvprl_vYxpq&JgPyV60xMS~ zw|mqkPpeDbJ`$ve;cweusf0pNDc?n%D$)j3&{ozac~$<(IoWi-A*CAV``Xj1Auel! zlEjTFk=yvouHTFd5c0pwm-t5z7Ee}u6rpHeouo)RmnYL&nTQri{Ucc71mI+}Gv`*AGv`^07W|0$~ zwAD+a8y!kn+_Y0jcwjI}ek2KKiyAz6+Yg`Bv9PJzaYSO{rjhrTC+Lh`PS-@b2|6vIX zX3!s=P_K>zwo0vx6F$W4n-^K^=EXpv?AU9GcWJSJRVBt!;&Wqw{nS3 zw!bto%3(}kSIbO_(pu$ADtfz`Qs_2%mzdF{Q3>Hu4tIo2HQKowACwkq5xvZ$D|n_e zdzNGfwX5E)lSMZWD?BT}B%4n?_Tg`{Z@trPUpCNJ^JvK?W4>E$6=gd*IOBY{3aj*; zX;RT~$>L~Vl-kJoq1}L!fCXUGg^c?dlh+&Y5twn0F zwn;B-hsDn?7WH166NPT8?^twP%6zFQ64V~5XmSc!5@y+blM#P2#+}Bc+6W&Ck$$-5 zPSoII?@Ziq5p}mdX!p-E9mDCZf6g|`(Q`+V1CebVh6MxRGn;G;7g-#g&g?z>8NO;&R4VM5XYP3oTxDH1VAo>oGq% zhf(w?Y!**?2aiY2G*=9r+C%5^pT#G$bsIBf^3~_N5gZxh-vW2ph?JN8(?u&&>8z&v zkHT$I{nT2yJAZH!_lue#Z2VnJ&AZB`QLWh%WrLoE`I#mj*SBnGSy!)24DXD3d>dC4 z=$zs!8kiEZF@#sM36*+xcGEhbTmLv3so2;@I|kP-kV%14)1b`S=D|I_^^w395}sci zf{jDq5Nree&jf1gAbe5qXGl8Kv*q|g$+re?qf>ehb*vtm=k^wo?<93z9ZcTAW1AHx z`-f=%_07n*9N8B+uE`O_8St2@tB0den&72%Ve29AP>C&KfX;%$iR z$x5NLdlPc+yJdFwZ}Fj+_)-tm5-rG2g#FO!3Fo0`jVV=8pWVB-u7HegDjq*s9r`BK z9W%1gKK!M>)se2#&fQJ@pkZ6&SOO<$Q3;)K}YNc%yHj*GsO`0dPAQ3 zY^<=-BME=l{Cdd|U?7>}3w zbeRa23^VfdVfquRzJc!_C{{u)5a^5ew6yQcj^QDNCE6>T9^}f|9ZqC)3io4||hF5wVMLKom0HobDO8qF`Ya8yt=(OBDlPpjW3P zjk-V5YYO8c2m;+NSVX4*58mep2cSt93k{yd(JoqUlUetUb-GnL5ojPJc-bfT;j8`x z#s=4!U4V{ESzW_mRP605w<^wMTCg{s-TQFrb6HISe&z}W0#*JJ{BIhQM11j;6&No3 z--p3}o#b#2h5V{}E~Z<}kO_tF2#hwFV{2oO)H{r(U!so(#c@|in$ zm_I3d?PGn>a}FT(8T=j!+-KSf$`e>?Xv7Q%7AYH+B1qMXJ|T=)8a`L>0bml3={A^9NcW{$ z;DSnJb@h~@o$a>yhhdAv^f*@r`?3HL-2XArhzkA(yPM0i*) zOOr)cuqMi)!#-D6K_Vrx>Bif0m_35xDdl&f0Fcl|Z2h%w-0gCL9dJXF>cZffc5zDq zrA8JDp=jWxZw4+rO?14Ahfi*>V;(>s&&=qcsFj^DIaJQ$nr6V{3+@K#$fwAs{jTp^7PkVa-oOK8fWACl1n z7Bje^e#kb~W;SHgO!8Ij(el11k#*6f0%V&47Fo&|1s;0eqDlAI0#wWZ>8G+{8<$=*x@+4V-Wo4n-~ru;A=?sW4$v2HIVZ%)Irmzxls4FS$&y_G5dAvR=Lods6lU%>I3G) z^l>(;wS}nDAWg}6e&pjy^sdq1(&aG=u1hYI+{gbUZDTUL`LG<>7IIimnK71ghh9uA zo!`Wv`$_|mOcC?XJ>^d%VC9*=c$w85wXt09K|A+GpiAvAU!=oP{d#WvLWnZZj7%fxTJE&Z0HB9%3PXO6wJSWli{kFC91e1%@FZ&(0Bczcl zSq!LEnoCa0@1SY3GJ5<%%3^p*pS z-lBB&cdsSs%%(^%4cKHmH+w+_IwEDd3uc^H#E=TT3`SU&5f6o26sO_JVJ1$5pT+EV zzvRm`%7cxrKgKonp&c`t>ul!9oc;F!DS5;%fqLhiqFbN9>mRLX^7nk#7!MMA#K~1_LlRkO8 zf7}a0Y>yH{xvkKb@u6qhq5WIq2Q8=%&`qrMUEyL?h+WQP!GPr%qrtVkM!kZm=@C%1 z`a0*4z$8PrpWl?qp{Zh;&+`QGGrgue6}~1n@uYA)=m5@fQiI!^`1zBQnc+geY{9GZ zucGKEDn{R7lK#mg>xqfGbbZRSZS~jZhWtn7^e`^u@(jK?S?AM#fuq)U z3GIn;VP1Qtf)3Es?HUTm3#=^m0UluDva~Rs?L6Pb2D#ar`@MP%H!54}J=~nG)6gr4I1_RDq7g)hgb%A3 zS>|<^dLf7z2kz3xV4)fT1m?2W)~ZSK=} z5-Hc;bL1AZMg41UiC7poTE?~$PKD{wf%qFF9h7mi*qX!xzdDa(Zy~;>sFRrd@{iu% z{uuoFlwuYVp=Rek3hW9uEeFNPQ+4m{38dt6m-l}t1=AcEZ6qeRolg$vA!sJYS%}Pn z*G!15Y>WP=yJHfg=<;lL5Eqwwv&4khnkugP>;A2L8~MeIU*4N_Q%kESqUp6*-YjdA z#}`nY3jK4cM0u3GysXW5;s>n1g+f3ug@0n}4|m=Jl9De?h^~RT=XM>(*7DtgjV)(g zh2N<*{l2r#SkZFNOHu^ywj(o6oRv>R?{Ijv-7W>&;4BLf_VtEULQI&W~sfFrF&iBUZBulh|8gLh=7W(dM z2@0Y83`A~D=mwtZ<)(#qGYi>BXyf1IU$;z@kO zzeo(edk#t5O#3b8p4m^HrClK^C5AOZB|KAe_-P(Ya!2xQfA)^$=OUw1IO(Cf1fL$r z^A)jas9zb?ka66wTgT{=7wgU$QBmJVoVLB^RxXh9-t9oOp%=dG$lIo-cO72=HGBUD z*v}^Ko3W>v^5kbh>&NQeuyL~+hlEAm=RQ0%xY`M}mD?pY!RmC~ypLIDf)hHR@J_in zFDKQ{Pz&j{TGl_p*z|#Q@{M4?LyyRu8cVn@zf1TrI!{QwN!`%v6V}|P(ocO;@_n|e z2|!JVs`x1O7Lvx)m9-miq=d`Vb2tbaeo)J2>Ehmd`a3`PQU`gCGTYq!v+xk3I2*J! zWWD=`?Mh0SMXtOm#o&#WlQ+hM|NKS58)~*x>zJtl50jHvA=w>QL=RTTSAZ~dMZ?A{ z!ds@9t)cO-L00ZJHsf0tOu@{y&Gh<@JfP%eE*;RfKhDCn#+H9;LjD3l*trSOV;|{o z>)-m|pC}PvZD}n($o&D^Wy4u9TnguW1*~>W$fLar7if!l;;}l=dMz@rztUd{(1`r) zTlJ5xzjfivrCMqnUM1;Iw%_hDp?x*eV%#!#cOHT7ccZ}I=!r}K@N4X!4AX#0Mz7&r z@*jtShg4Kl?6fgLUnT9G(87<@5q6y>?Ngoltb8(yy9CdI{tV+MLrVH8Y)hbh1E;KZ zWx^14$!8~|JIpZ+u#k6T&rX(vW4rhl>55Gs{LL}HVN1LJ)>e`v{v!YiJoLY;xKJJ@ z4glfy=qA^-_a#7oWA6j8c{j=HZ>45Kb>lC>{Xd6B+?WCa+{v74X>sw(zYSWro%Y?v z2Qv-;f#b0hNj)gBo?FZY5?V{OvV~mHE0%O!(o6VcA6hlHyMH$uDn{iAWZYA}+zk_B zmSs~fU`$sXk>Ww0^YF?t-_sw>^MHuOS6$lM=Q)e2TaP zW;uQU1R3H#T(Idpi!>Iud`}s}KSu7?!|ENqCYPfzfGjYrX8SOACRZ?U%ti>v>@%jn zM!)U#xctLxrwsIk?Ew90Tjm6=PtfLSlN@2g{wrV2R!^=)<@@;xx{~C@CuJlyA+1UxLk@iH{J^EJJ~;@IKmV3#~Ddc~8B_vlMC&iaCb=6Ssm z>j4%6ug;?{)%UeK9}TP56V@(3G>)Oz5PVl zk!y)@w(S)JV`(7WV4A+~O&k_IU911tGS8^My+F0b6FcWR&owGQ;>mOr{mJ(6)+V(K zKjv6y5oz16UPphTTR(R8RH&&Vm0&ZYH01s>^j}Bp4<>D|ms;A$b zyp+0yT;yXFAGxFZDBr(VrT2s22mh9>W{o=|ISwT6Z-EvqMrzu7Lt#}5yrY_Q z&WNQqk472v*^b4*o0;)UR4V~l6W)T_?-Se*$F02gz`%ZJPaVy%B96aRzz(==A>ksr;#tJ#(Bn{mbQURBPgz$6gE|J7y^ezHnd)4AwCo!4 zH05aG`?5cBly5gJb7QRb!-Q3T_N}d9wQexI%WCQ=!~bvDR-){gl8Pz?b}eE{%gjtb z&)7XO0Z*yrkojD9&V+P$1{EeY7=O5jM#;0DYKUE&U#KXQ1QJjWhW8BzlvkV|in9YBbR- zxYr*UyBv)8bhFrVR7MYIsPMXDx)1!7VesqQ8{T)Gv8Q3KKT6|H$bdH3i~fQHcs%Qs zVSmaY4$kmT&vaMOQanu|k5xcmG-MwU;gx$i>^Ox)+Q{*D?7iS4Od_5ZH+`siwM2q- zf0xaAPY^o(*GVQ{OYUyrSxr^eSlYjV n_3ZYJ3P5rHPkjnsK3s%iZhF(9iFVh42SCaS8uGO-%)|d1bBE4fo zLN5ZL2c!rAPCWm)Pv_p}`>^(WGY_+8X6UrQ5gl?DWqoA;pemV$;6Oq2sl2o-eET@xg8r#xT&uhb{?$3aKAD=Xf+9@1M_ z+mle|otc)koS>blm1Bjr`Q4e>rq&vlk?2Takqk7{;S6N|jY7VLIjk-<%_LTH zE`P|q;n$SrSe#(&t-N3pcaK_+S+p@nQiJEb2lyNKx2FeunN=aMwsd#8q0)BTOMFT^zeGh%(0FFfa_31tQz7W+eoa+TbF)oGmeSqX zCjW+H5KS|ES4>rw{nju(ZJnw|% z^ZH7c+btPN2(WAktP4y$$PGENoT^2bp4V0NK>P8mj!KQs=>U*-m6g+oQFD|gb)DDM zPZ-8Z1bjgD#w~_tqT7|yIq$x(L&LrVQVyI`?zvS6FKU21sL;K zxr;Rx$mSf(TqZk*oA@XK2|Jh>-BkbuR2E4>JM`!g7ZqBBxH2yE zGu*>A>a^_avV{IFN!BicT-O*|b3z=dsw={_$*;t6b|{4&3@dL=mX#j-k-7(pzs@o2 z5OMQRjy`v@AcnI#IrgUW>qpUsL)?qnb$9xF-&us^u!Z@D83&L=Xe5oLXEn;M?+r9I z+K%WGJh;>(EeaOYwGW=I(hleFm=hZtEEVV_;b9R;5JYzH-fI`#u6rc=;v$&ITk>Xr zWPqRy52o?uXQ1O@{}sSJ671_Tqtts`0@qgrx;QGyPrcQySt#qhk?ad)g8M25Cw-Zw zaaWUz14^(?6sMr_?LG=hOvoK1KTsB>hu91BGs{SS?>M`g=IT>!kRr-U?j29+DASXC zaX2@K%HhgWd4X1l<@-`b1%bN05s5DjZ&w^lc+V@Q&>7$>zd|aJ;<`xN2|QqpozP5V zb()M;k6;psRcYt|jx5;hdR|4-&qBH@(%>`gs?3kzGA4S-2YaEP8K2}vL{T);6T}#J z7Fh-DYF&-HQmD=sJ&UIuc^y`Vve$%wi8sE@H2Q2K*Y`vU`S_`#RF)3@Y`s58-79>P zqLxAl1^l-H{BNr8Pt4BDj7f1uGnP()oEymae_#krZ)~~`mc5+PkhQDT-!NcLTNvXl zotgg=sJ%I=efyL?J%RgJJHIEfG$-Xgw}7(EOoMeP3IekGh3MlXupuyw*@f0FXOG>? zLL^ee>tLzi zUycY%vpKvJ-^04+l78`bY- z7JYps*ZG%Kv^>}q)IT-av%Dy#GWh0}_8iKm0DdhhHe#EeW~hfm-@*7fxkdEY5Vgz# z{^H!XDbhwrjgkD`*ODwltuy(94--Qn->w)kh;+!|f(J$l&pFzRLJAC3kQuSz#qeq+ zD}S7jrRCcX&imwzcb_*$R@ZD{*Ym}OI~v!Qv71f0hx72ykC$mWDevv$zumOEU!Y@d zo{9CMHHscuX*r%toAzw8jpC$yf%e@rf00{L5%*l|`T;t1_zIq#9=m)mr*h0ua$pdT z+f3;WpeChywvCeiu&f_~5d~8NzulzN8j9e3!$)1KY@HL~Q}?l03@dQ+)iJhWi9Uhx zX^5Fw1~tOG{DCoea~c1q=vw;&0lnAxDqP{EEVeuH0I>wNW2cbPV900aEd3O-`Y?D$Ia zI#=a+bk!bhCi4Qz+_@1|*){XLDb*d6k9GEiBOjjhjx;U6fs~fE2I~B5a5%Q)Q% zqBLa?crsP3&cf3P44YyBwgmt2_GK5jdsE{{G+1KawZ^l#n~eKi3)LxRQj>!doD4-HpursHVn9U4R)Uib zM`aI4r=6>cCoU4_1VtdV~I#N787{pzoXN08sZ~jUH1Q+BEPS z;SmreM7o&6%`Q;l_*N$8-iIWGsxDK)25H~aX`QW-miNL2_c+!+1+BC)!clTY`@l+l z*gi^II9SC1y3t^~Yf4_xdd?w-)r{n${}jIGKb&g+=GgE?3Hhn=8H_lW0TJ>ap$rDK z6}Rh7SE~8SsH|+y@js)D>?p}dgoapFDFc!Mt7bzEQOm22)&8;+aG zcS{gA%X1kj#eGR{LqW2q-w@x4$&?$%lz*~F`yLYAd92`xCix}wneQ^r}r3M|JfD(1x-8L4@q!k9xFS6>e@|1>C~`(jXidwn5WCqwFaGu|wN@rfMwW$sL$ zDI=pAHS}WE^!D%7`b_5PZ4gL=BHOSxb9cBu=Eb@_N;2A1kGg7c+GoEf@8Dx1BnC%T znWoU=w)I}OfXjq7S{tQl9&J|&30Q*@Hj%~Tq%R|P(x|Az)jkvnus`H;%hNMr;1iB} z(}&~M(m@ty<#2`<^8IFrWFA#zc({<$2M#@Pz@METS`#0xh0V<~pXef_DJUq8jG5V8 zTwDf@wx=;r1#)fe-+EWy$Kb)R;0FeIFtHAMBlk1`eIzX8^gA1xEh;Li`WepT&-(jh zK1D^lj4{=ebhVKcLxsci-@Eg6uuFmuVxlNfnCxJ6D2?TgbMIi*onJ)wA;=i|Ckz#5 zwP?fs*7dq?k%Oqo8H-I&r+!AvYMLReO1CqAD^-&-m0veg5=53C!zD!JyuaIa32)iK z)|Fx9`-XP_dz>Dl{}d+S z(ZJsEYArX&;5l6YRl~tLaW>&u?0CiIh^udNltg=>(R6Iis7T93?+;kTi<4zHPZfG) z6VTvF@3p|=or+E_8S@IO59DbmlnW|Sd5U<)i>a%tqh?Tl>x;|nvkS!WJN^8Eb0$@d zF}eYPZ@qC;((`ON%ye^%5C7X~pg@cRDm}e;a`o*-BAbj30)gWnC>1FFirgmrIoMQB zP2dclFEQY*hKr&WI_HkAA;d3aznMtMPr}@270Bas-Z^`(GVt+h-!C6w{|}?~0+Zcr zBML;eENk)IL3vM%h%_592&qjcNFFAbj0cwvU)i?U`5VbgBC)Km7>Dr;Eha+BFsAJ- z`CKNkOkZo9rfz;LuR!MVXzU$#MkLYH=cL?>4paoA{7X#}syD3u3`BcReZH*KioHY^ zjZ1%pgm_Q)#$Q3}G}Pn#a3B8eDDjA=D=eJre^AJodP&k8#N{UO`@Eg_F9&F=8>oF! Hu@CEsv~7@px^DJp4MUSS^q<#<-?7|g?Z zzbQDe^1ZA@E)hEdYW}OJ2LN4i&doDv&k=o>?w($*Q=0zmrj?zD$DpRjqAzkX1Q$4( z?AbK>?cJc2|8$AE^2Y5X3MMOX{bl!8)}Fg~d%BQqMr$wpmelt#0Pysv+N?VVlV8K{ zSkQxN8QqAJbt%~ta8&(1o-H}{T2KSe)OUwXsAP72Ugy;-pn8VzklIdADzBkj_tk8z zm8>l+hmWYI!v{6GJbKWIU^E=?a_u;dOveQP+|GF4Jk7-v=d-*kFsH)f@3Zb4{=({J ze$z`42wxQZY71kmsHzfvhZ`mx``EQZ>s}X3`01bsODeq7XUg!04>YL7Sd`BG6vj;% zbYJNSmAIp%Mf)YiGtsRZJl+Eahf<^JNU4?Qw@c7p{Ab*g02umxk-md)rF zmcC_#&+@VR-cqyXFlwKwRy(c!8lhIThjBwJm(JWaLa{92dJYBfSD`(1t1fVPc$Dl- zKHan!+~dUUdcQf7>!5{R^pHuylXF$=@W%t+-MMPP>`YASO(%LaQ-776m|iy<)#~c* zwhec6WpndJuXqoJo!nfaHnv(}%_J>;Cqo{5B6{O=q4(10Wr%$>p-ayD-ye&Dhb~(2 zcQMz8X`4MBJg|_=+EekeF7&FO;Mh2#Yo(j)@pGl8UNv!P0f=nx-__LpU#rQQ>Z^er z6#n!uDOAkNUu&V?u7B|1W(AAIEs#SlXKuILYmBhYhxx}bvF8FgPar_vLjTm6c{Dss z0{F*i%cb*7U#Q6aa%PT*{5#Y2uR&HYJa`y9Uv1x2TpV%Gfzl94?b*`ImarZmwl#X} zgm8kwEnL*!)LAJ{ou-)uioX-=KkMTIj{gW7d;kCtZ*}y;JI-FmWGUmA-7Z%8V485v zj!pU6y$@qW#~|isg(*E0SwElJ@+k2yJN#CYYT4Mp8tI7pj4ph}mYO(4NZEY3Xk2~I zzhBDxz*tB`=rM06o;!I%Z8xTkZrbUSJW>=SmUkj^>`X8)c2nDRRY5B0?g5!r7ft_W z?p8@4d)G6Rgkn*w2{SPD>5pL>c}{`V`6o3BuB!yj%@kH%skXeWGz`GyKU}uS~l@rG9nd9KNmg_mLB497MpKE)|DHvJp+h@BL%1 z%jdYwEp8xd^m;FlDcKz%v$TP@Qp+CfGfm{i>ROE`RL`j(-XPID7YK)^3Xo@Haf%(b zw@ZtfAEQW?@nD*_OD9=)VuvUQ$O7RmXn{D!9E;+Mak-DfX8mDHo2kV7hferPDOd1+ zysy!RY5U@?-A5Rd@apqJ$)M}rR@h)1Q<{fYP&VqKcg%^13;=jh0o|RmR-@$2h}wabsg+|EQaJTU>|6WKxj!t?cX5(_GHE zg?!1zt;F7!T+cmlB3^0cO=Zf0!%F-!hAR%9s$z3*&n)OoB4y_?*dXwh9@>4Q6K&e| z!uJVF3T+w7LGp!LS-9oo2V?}--=DS1RcOEKxRmDS-uZDeK$4QN2TyRfvg~NAcn_>_{2~6qAaFJ)fly1+HKxs1w<$0D)rwNz z_Ut6Qy^DDRi$E#0mKZ+%s7uwP8}kwG=IbyqLDZ~6D-k&Hfr(<`1EHUM_*%0OV%G2- zn;ce3W9Gm0P|9q?&)TL&s6Irl-irKv+)T0i7Z!+6cTyQg*3WI{dMz(Uwwr%rJ_VE# zF&k{?D0Pu3|3Wj#KqxN>@8Hy!ann7gFs*g!al!aOnHtaCDWdE*rj$#{vxN)mcmOb` zgtFb;d0IJIS16_Ijcf~Vkt^Si0tt-J*UDXiVph8Y?@B|M=OQ-&+FPSX`s)}%pLaxT*%;% z@ojLBu-1)02%gc*K))iGU2(et3AIihFwP5k(lI7ndKnA2B2*0{bmDeLPMtr*nn|fX zG7AL5u*3jsG|8-|Ig;wxpYOOIbQ^aqmi4vZy)Us*aznUJt1#CWDZKcGQZqYveIzC@ zc=;gh+3v&$hlEQtCk3RHGy8fniMrJ@L=~Igf?>oeApY)_^a8|cVO=6ESz;8m`U?b@ z9LXKOYed*)9g>8bGjK7O2qFqqo0@jgHcw44Yzj^m*_u`L;nFH!MExozcUYUv8^N*) zu9e~-T8^GLLk2-O(_96W00z>xRUu@^D}^}Z<&9+$uHgW=sJ# z-`e-)yFgQ+2v$eTfSjaoRRNdO63i6nmOhjW3F;|63l3Tf9{i|?nI5UQmgS}kNNQkL zqRYu|qeRbK?FsM9ydV1VQP_9-P}jSsO7l^}h;n5(64g{ovWr*H>E6DFy=wq21|f+P zD>p!*?J(?KsEH2F^&e26tj<8ci(ZgUGOOp^4m7$kCow|hY&sJ3brt}d zdv6TAp_aRzHp^GqRVIcM932Ifg@@eT;@f_07LZ6UdxPp=B}|}LEkS%x|~EF!(<-Di||bY2O{>gz~G?pFFU>fcpb_|3w;WtkN)W#y5q zVLYU?XpfIzMG9b`-wJV$7??Iaky#$rBy9KUy!NAUE&xhr-e2$KXC0&QwLZ{`= zXl5HO%jndxV(CcZT?Rs8@kor@ zGUIA}iEqX0Ya^}B^jLzXL-BJCd#2EM=j(v8Kyft7tANcRox}+U@`LeD3T=a<=jMY! zE{36jzguzBOHOm7!TXwgF&xA+l|k$QIV0AIAiNaXte~4u)Z!4i+AxEj-2@HvXy{Zy zPgvqt&NOm{30!OiV}5a=Z5md7`eYLe$*J$dbM06Ni{P!O&eSv z^v^DHbYm2?W7(?B*9 zHhu!#v_qS3O>pg{;a&2s4BZ<7H?p?WDz(HI=iNttkiVZF+ z6-E2Z#-e(I{-F$H_6Sc$jPp08w=z0ZdJYdWB@UeEhO+lhFu(ToTxBdv*u@Z~%~e(l zsg5RJ0-RN5tQVg#ZuyYd0Xr2dZOa8~QsOP7W1ZRgw)JZbo05z^2$kllzSDKiyS2L6=EQ&?-sXUblbZS>pJ+t4JK`D2E+6V*0N+Oy(B>qD|0(uj z=utP{e!~~w*Y7%T<|J)qs(!*e)I%jf2bT|#l-`#?rWldh1WeVh`A>`tdmao)N%Fs& zit}tJU(YM2vc#R#cQN_Z_{G#{1%9$!k!0~;lHWc7?n2et_*8GcVk^^V^vl}{ci_si z+DLX(=Gq$t;Qon&q~t>@*^kS@v#^5MX|Ek9eb%dXCMEG9hFF)H5`0$~nze2H#cB;q z_{?Q{Np*>#a*$nmQ%W^|;;x{3%rbB3u(~N&ef(i|%)V#&u2zun=SE*Y<=wH@wRBBM z{-Z$qS?ctvO?PsuW%TIC6*|yIeEbF`(hW1Xi)Asafry}d5Cd9s4eY)W^C)o&gD|IZsxrHit zlaq+|xad*=4TV1xoW}F=nR>0h5gr=m@88v>mmsem5B+j^Y`tIRyRN09bajrVvr4SW z1y0S;1E6wFA{?sFY6R+2;EcGrNRHnI$ z^AZrGdJPNo?@7~nsIXR_g9?3`pie({qdHGO;2HbbU_!&;LQ{(U8mfB4SbKisS6b1T zZ~6SpyBxLIS+60>bIIwtz%Db>*y)#sIf$i8B;uLamV`li8XBghPwiV%s$x>B(*zMn zvW#p0+NOS+_4AHi0}EGIEi{kW{QYhGB(*vxo46d}$4{*@zv`m`l6x7cnzbF&WC*lp zXlR}8GggUmvM2ibu0m=9`0!QDmMx_x368gvlEd^7!`!B$rz z{`WamZ=q~2quhrAgX`z?W=7Rt(=22NRhD}llRIo)s()^H=k6?(xw$v_TtH7LNuNbm z(eXULK+Zb5Hhrk3WHPxbh{y$%&EZqxyk+z#pwFmtyMn6w^4}~yauv{ZNYhty7NoY$?jo{x-(XVp6G@)qS}g~}KR9v6;>l{tE2!yxe_Um_l2^*rS57uFtj z;^R%Q`h18iyIBBz>jC1U5oz35A*3Qn9?V8q$h5?VdjG7Gf7;+-Fl-4Y|B|~H8 z$7jL`#uu%_XHo0V*L+TFmh=Ome~H1)79TM^)R5`CH`u%E3%{-_Pg48;u$eC#{PE5$qAIw;V##&ZoS2EV(E z%DBo@sc72}@mL;K9~je;d_IBOUYc+_st)x;MUon5`L499Ki2UO??URN+q{%X6WX!P zL}nYf*mP~=q>aXzDQ~w|(?cf*1?PEGrArEDW|EI zH3s4E?Ia*KT6|uoIRVy+n0L2bIy62s?1FA6G(oo)bB%8*>Mec#)eW`h)rTlFeBoTm zEeA>7pt~O|KpP7j(K~rTZ%{AvG!-x&Kz^l6^u4Y1WQpjCDLi_3{)rJ&wj(IQ$Zjv` zj?3EmY$`hbO|A*Yn%9R4>&vyE7SQ?}e!Tw*+_-FJWPbh?I=a<{ z2GYfj+NagtlrZ>|av3n}S>q=gwF2wRib{e3W__p)3F0ySl?q6|%dlBzL zCn`XA2P7h9!$amVD&pWbwIIA%1Zx5G3{j34CF0_s;Lb22GuFr0bD8Qxt4%DT%l6mW z))Ah!qp+X%b)3BSId4G(K_>#7!k)Be6;65W20(kCgWx+MaAqy0xK@#hD73TMJkTNC zh)~Vvphb_xV_PiX=;xY}p)zfbuNKUph}QKLncJXjUlsdA3gJ*!a%|=YJnZGP#}=De zpYN?INW4J1^=vocDhzrM!RaTVPZ2LPK&M9Y<4H@z$F6*w9_=ARf^GBHm}e5#M`j~} zbsFhuO5~?k)-37JR)c0v(roce4(#8(;5exj7xRR15>Nk~(qepznRwa=ar50wQcw$9 z^vGQsjOxtF=QElOJ`xs zfZ=8}J5zm{R@8&%Wta%`c_SPCQ#q`G){O&o@t8!aCW$=r#ZM=NZBd=&OV)yxB&OZGGYQ1Vg`ctAKNKlkqDK*$~cu}CMr)b4&VHz^KJ!qm_&Zl zAr)LGl$;P;@+&T0P1=gQaiM(@pg*IPU=JVBRVLALKa+};gE9KF znvij0T}fCTQJY*QqjfoGJLPPIRu;c!rr66zG#5U*ROU3LdkHRtq`mYkj|#d{S_is15Rp|7k`KgvQR)+iP6+GS4@z&b%HiL^`UFAh^ zvhvQmFhIJE0(pX>6_q96>Seou<8% z5H{ zS>c0nEZllTJfS4pvhd2fIqg-2R@|3;jx5 zjjcHX0!GoSy+|1pfA-}ux(qep3LU}Wz>8!BX0gftBSH6c2v4@KMFll-TgYWMw|r$YndA7^8aJtwLQwmCw8&)q*E0A2yy|o3h07{F$(T>`8L>05!02%JJE;D# zLn&#A>zWR@IfgKk3-f1xzj$s=A9-+4Vn+=fizKC!D^&bkFg2wu)NfXX@&wO|lR7DZ zm}9BJVJ@;S&%8gEw83HuqCJF#8_VT)7Q&oQFS;oHh^h`=r*gV|l?b>J{>&hmIuJwm zl8vp*k$e#W%PkeM9iIp%qVlJB`|pVU7d#;?QDzQ>g9nVS9A!l#*;k&bl<4W|8czq* zL;>}_pTbQFiz503ZhHOu$V4Yv+&3tzNNa%PtINl;U2CrqJE1iY+6!#$%$-Ivw+Irq z${wPX{m6#f?YrCFEkxL-FL&o+n8?P#J(fXIQKwX+*zMPv5iJvbf>QWu;I(txR;tk` zbr3dwNGirH;4dY}lrJ9Qg2JtgnP|2w9J+rWN;~24cpD3Vr3Hc|ydPO*_w_`wKA8Gd z;x+M_3E)JrtVHny2IE8jN8q-V^`8Wnzf?#1AZ7XeF`=)@WdG#G zv%dH{s5a}ePk>iblcUXFmh^fMXnW_XY?mJ?K7M6V<3N6;Ujm`&Wg>WvMIX51K`bz=Kih^vCOscabsg#TaHb5{17C57)Hp_8)N>D;=?6{H# zk@B?_>0qBHzW#Pm5vVJdUm}1gv#l9EKamn~*1#3vrI@BiSTC+_39i6Mnla0XU%h?! z7*>C&UGH*_Q5V<6A{|Db&cEu2U{TZl{7*4|(zd;y-pb+@2)cJ-8UnnWF}v~$n`3Et zd;iOMwOK}g&rLU3JN_JK>>R1I+d5T*&~(Im@oR%k@!M__6jRi`=zrjQjw~;-ke;kJ z_Ua~%grrS|G{=7NaWL^~n%s+M+$2m_*zM*c^0S9ESvL%%GqY+vu!re7H1Uys9R?h=yjj5p6cj4%}&`YL#R}gud~!1&Ni}NO3gDgM;e+U1ums(tBhWb zkmuFpAF?P13xj2nCOX`oGyGck;-Rp4?@PsQktI2e{bvB-Kyu8*N-v3V7hm_&<>B9 zswK_O(+1jlQ)EXo6!W*oMt@zFrMJg4mGkBoyK|`L?s`X0q_%sZ!5x|NUfkz{FovGu#TrpLMb8(yNJr!TX%4QFYR%ykNH=*5|HZDa z-?k#>2bh)-)A}onlJlL|q#EBiwlQdj%~&?1+6)q&AK2A1tOjnLxgoQ4x zvzU?e1Tqa+Z<3`7zo5~H9Dl?|))2T<_rgWwYe?!-@ESz2Sw}KBgisl$=orQ5|N8+S zy5`MEn5>?py#*?@=V1PP%@&l`?e>3{(J2{>ix^$tiv6-N#3HX%Gb&q#8V#+$X3rxUr4N#m ztE#yxfvIyV(y0%}D)OQ|HshD;PDXhUf6~`-O4oSlUNy&Xia?^LmzGpZHFHajHwLGF zCOkPlZU1giPyeGe^Qi?+O6rx){6nOa$pn-fmkDd`?;pSSedZ`XuBP~CDJG(r9A!W7 zW4+Fcql9&7~wii>1Lcl636ipx#jL$5?{S9Qx%p)W;=N@4J9{+o1<=hH;4*vHI gmMP;d|8xw~UxF-pzO=^m*zW+86*S~)h=9puSNu;)>64@=*ioA@Tj|F;#%t!Ay=L+kh%p|Vtb4xOxNmVxC6%>Owj;(EPJ#F&p zmBV+ute;=)Y_5(8F>E7CPSN*YLO1zQo44KaR3n6RqOTTF!72Bt<0H&W<~I-_4J+*q z%pX*wwO=NbN)uBYcwTkc2H9?oTHEj^sj~@WpWcoWnb;c5$ncQdI>n5sYkGKiqyfV` z8)d>!gFs&miGjg?P5ZANts@z6e@#!j|aS|L^3 zS=^OTc|}DIQ!*Nd3GPD-le*wQDE@V(Yzp2%vj$xyPX!UIQR7)`T>+PCHXz3!{7Wf&q* zvpaTXpa#3j)ja4WZ_tdaH6_~`Pg0Mh1AUdk9a~<_A{hdYUW&0{6o@|INTti?$qGk? zhpp$U%{9CIKfx+S8GsR73 zg&YlKe3wb)}iLAJimfTPuSn-_E(A58QqEvx5 zgPq~~Jko}GnINM)kAVfB!p1!%oJAkipeaFLg9R_e&whp;?9@-37=4I`cF25|!jJ#s zMSL)w$V?_yO?dmk3s#nWyZdRTW5o@z0;_$JCMoI7Tu_}?MY@aR#BIfbl!>^J*IyWcP^6K z;}VL6g;#wF(YN;vbnShnh#VrPwa;z_|GnwWAsv?|8LlOH{yi4iWzI9DY9j`E%bhj% z*^c63Q@GoHz|6Qq|J7>w7u+O@qDcSsE}>~flHgg3zQjc{J1s|p=l3ewX`RGeyRtY_ z))Iwxh_im-?4a4KW7c6Z9}~juYD={c5J*|L3OB74Zcc(AzsFferfp64Ne`t@JWWZ> zLoyYY$xSA|TF&4yr1-S$a<0l0t^Ly~Si-F$Vj1n&m{lQ+(%qGG#4v!HJCmmWaF9vt zuIWc6^ZP1P%uTx%v&zq#!*b~HLDB&i`##v%e3c|N_%p+BqnLb*05L0lNW+h_R^2(UXlZ;`1CzvhrlgHmuyUF}Hk;neC$f+cigpJjKArl*-OSw3%%y(p9jJP0 zDHq*-MZ0}O<;)9pt-|bS8YaxXUVNbunx+}|R9~m<&I-E((XQW7iw|8gK4>zjP$_P> z3A(hN)_qw_pM>o??cD1lmF5*DmN;3k@>WM|q)X30FgHM;>FSCKHFtOS9qo%FVJ7o5bHzDX6r*e9K=G0i;rYwUW=j$B_Vcmcg{kTIW~2ifG|6$$c6Zb_f0X%UNd80-qZQ|K0- zL{h5q(z@>^H%6deHUFv^%-pmwKD;mH(>FO_Y=uMQJ&uDENq>#Th<6%T<&OBE{<3uvAWua;h?7x1+n!WjwG?Bnd>x+ff7^n zi~EU#5+l}d2@FJGxgbmKV2vNZF=<@V#Qbp%14mZCbYxu)Y14tLH3n5KmUt$K*ACB(Z-NZ(8d@ijyz< zV_oHa8O*=Ly2!321@Nw+mHPR9y?#H~ZAUUy?V^(Z_A{nMPKr0_925NHrjz}2Dh>J2 zQSH~eP>F;)kxB11)e|^9cJKPyD~;CbVaAXLlhHiy5-ade2h|XNiMS`4vYn%r_foyF zMa$#(Ab9bW+~nAX4k!5t6jm*iR=R6Z(W=3~>nozIdZbzGtJMtCFzgDFH^XgO};sJ~LSOmoA&1CU;n=733yquo1MVzi2UChlo|R z`o^&5LqZnfxScYQtG?x$yRmNBp(XNsYvRQ$COZ zU-!);gwdMD2VaQE-&WP#*63zNq>Y+N2rE0{NKYZ-?_Y4jCsuc}DsgOlSPb`7BniWW ze?>z<75leO^aqK{ENu80TS2i%e-&?e4VlJ+;X|9i5vP3Qa~HfNythx2!V~keiZ8r8 z-c>I@X-2O2E+||G`EC$;JhN~Bf7g7q_@uG3%^~Ah+z{Gi6R=US`Ph=3Y}^lz8vRpn zZPUTStr>e`wPu<-O5a6_&8was1aD1%h%FknBIVJ*XKC`VzTVbsl+7olFzW#SO}| zle;-Y)P22|k^0+PRCACxl?YDpJ3N~2OYVTtfbfai{B-VDzlND|u^OL=V$}f@r+EQk zu3Znu10Ib2#oJCMffum&dWk!4EWekh>=;x7FiR zFw@yNNTMK_`Mw_)k|bcdvh^I2&@RwOuk!fLP!Hnh9%bTvF0zjnx7I(Niua3lz3lHc zU}=Vylj=u^=))`|B+`&R62)?@0mrz`gZNT&O|?WIghn|48Vd20c` z)#YaD7)kQ(;K$EiND%}=%JiJucq;wmEbgr21Vdt4XN0L2ejdHbVm8J5q)(@5uCng> zyQ^-K-nX2$A;z%l50CkzmIfRe*P-!Tzbi=rA>r9BE`(0`x#mtwdJ~4TDGOScJRj?Q zXLa>f&yT^QZa`#Z>M-M84}&_7rTr6XOrmhN|A5}l6bzm zESPy*kx>wHdy?s%nbHFL*Eis`X$VXq$SGFHtpT|9RQn>@hxJMBJti`7UAUJsFlOY$bC=ZN9Qu9cg7mql@b8Kj)o&`d(>69GZvlaIKB%qk9Ah^K+xt{y579|X1L9!4@_88UXt z4nuBEu!5NMFOBI_iLjRR;W&9OqYG_%qF4E6wW6dzyrv)kfdaT}yo}V;qR{x4k$-BB zCjan(wq2a5QetE8Y}I_E3uys@*juMkVbdvDidi7s|JQS*|I?Wl8;0w_mlsMU812~H z4(oyMu%)7kbyJvTa(COBi5QS*G6_wea34r59Y%^D9fpVD$NO!C9=c!M-V^Ns@=qpu z9flCx`LR_K*jEbIr_@9a0_6u6ixYGnzOF~BtxoAirZE7F<*4ueBww3B`QeDQMj?IJ zv$q39O(qA2hpgRBF-1X#7cB?HZF6@@l26l*8*;4UTtsu@aN^JLdFTho-!hWf5nrIB z+AI{wC+g)S?95moer{gv+=otiH!j?J?30DKpDWL%8rZMsvnX(O`=pF4&KVe+I^V=- zv^7zcfd{yAFzOsPTp06xGJN~TOa4HCRkTiejeyR4#5dONL}vDVu1VD?A4za_br%1h(#JPy#t zQi35}jlwlKLe;yl=C-c%VvU%(l2P;0)7XXT!nxh3`YOA%o#kgI+!uZYt`)gX)a|ZM zd$3+@=XEkC!v~ZzjE?VLHdmkyo|+oi%+Wy2haR;ndo$R|o(95%KMe@&2<2l?)!m4bXx7 z3N7U(*T20!z{TOdpQ8?l^21c$=}kQyaohQoD5H6;ut3n8`P3-sY`|^Y6Xfrfv^Aokun)r-)E+H~!#pSW&G+J9tIg z!p+;Q4U@fCgLi)KkM8+iUUckAJT!4c&ylgoO*})XU8eggNE*^vCn4WNNd-p-a+F89 zclb4TZ{Afq4oKkHb+2;lb$KXG86^38*Y;q-vEw{RVih!Lilq&S&F%^sDdQf6}&Mr_%|}J@3SP!uD8|EmbBeIeJ#F?)aZ>m4DuRS#S1KVk~b| z@@T_|o!^pjLTMSwj_K&nl7g?1fjZ~+W?x_J)x?U(Y*#Uk?m$4dILqN1%QQsav>(I1 zm&=!gk9Va?WZcy1im9{Gjnw<0o(yJVq_- z@W&Y@b%u8`DLiZC!O4F6f`{{SYB^iq;5n^Pv*jRDGsI$>T6Rcy(f6eqf*%HILnXu7 z`jNT{ch$H~=2acqr;1!Hf4f$Q(xFgA<=-TeI#*BEzu7Ne4@r_9^|iFmlO_YvIi{gp zo*QR9PvwHMjuQqQX)e+#c4K8c_VD9dABG8gYaZz;(>jdOmzH+QKpR`LP6!@#8qHN1 zF?)GKHtug$d*a+V-N4x^3to~rMk0Ei5_^VqwDXl8UaH1_#K!QPco!lOfh22skyY_r zJinscw5gU(cQHHShE3h=>zi7eXRNSFa|Qk?z0fXt(xmb&7Wnb^f4g&O2Na%bEuR2D zY}R;Wk9nL7PEz%FcKcqAV`-HnRl60Br6V2v5+sKxZI!5d^Nn%c{0vTMi6kRSW38_G4&xP)bBLl z2Tk}H#mHn9~R?-K-)3NX#@baTPHT8{PTz}O92A?W&QvBSWHSR)2NeU$>vClW}23d z^Y7A|U+hUfkSvvevctEebS=R6os9cUh?!>-1{nv-_$@j`;smn>TWZGNjmzCMGS<_o z5^BFR&L#$LTo zv(nH@too$pGgzUQfyJ%uxwh7w9O z)_KX5>5cD)<@XEeq~?LoOKyWz9Fm0~@Al7M!`x5CtDiTR{nqEb+iSuFnNP^GgqE~X zE_+*Z8fqtEb{~cQTfh*IJbRnC9G4z9Fyc@8W+zTF@+o}AOKC;3a%~R?5!Ey1B~BWh z^mL}n=Y?pw%C+=KoZ{U*pZuT2$#s4n z{hY!*rC%)msB%M$`S3H6W~>_+s}6dYf*e$Pny1>m_2eZmN92h_HueRT&@Jy*85-XU8ui%z6%|Gj>~a#}I@CDgGHoh48 z(V;+`p)-D9HAwk)O@y_j?aDx3@bZn7G?KKl!{j4O0Wd4*UUI31KoI}z_ed(JB_kl6 zcqyP_>BZ(|7Z(>Rs+}SBhR9*j(qOd|PkrdKHI#vON^12EKRc^!n;!Jbp$oD+ak@Ii zYxiLF*Py+ZIk%dXM%1Gd?;$6aMe)VHCGQ5_jE&CT{Sy26nIL&O>MAwQtVPRN2yek% zY=U{^ao-jZCaZ&!cU6wvVSsGsqz*X#}ut+dlDUR})e zZ&NI*sYtxl`JOwIC8bVfl&nUOVVPThd{91JOqA!F_s52@9E63KD5T*ove13fnWba9 zvt~(iwu`+!*C(!27zi=L29P=D6f*t$J!0;iDDs^oZLs~zuoqsE3+2;%{R=OtDs`F+qxw?T;_Mx3%E{hsB23QDXaP9?W8T3O=>o_FsCHE??Nm>7uDtTf%Q-6+BM&R}_u6*?o zFf=p~!D;8D-M7dtDM7o;b4OJ1I2FGx`xI8I4<)p^rYWs6p({F02CBBkQibfO1kK!n zA}B<;MW|=)a~D;6W>%H%MOr)>U0Iz85Z z6O7uI%$1z%-=#B9PDwTS-Xc37Sz@ums0Q`w5W@n2$B7XyF+=#t)SCTi`|y&{!cH^$ z&u#xtnuyyc*q0VBACGK-(-Ob$-SJ~y#g+a(UOZgWG}zfHtHD%2!|WcCotaC$&;P0t zv}ZwbMUZ|t^vt$Mgr2=5psJN>nNLbjoB>6}>ULjctk5PnHSGoJbE4|RN^vf!oWh?h zE>sAjW_lia>U{2Q+@yoociFW2xb^sZka#C`%g-IM)IT&EBi6;~QB5lbXU}4)0-!mq z{^Sy=RrmLIkNnf6b|vK>4fq^76fUL@G{6Sx1E3X7oFvc*`=>kRlO5EffwJ4!mx3Cq zW8Dh~+9|A8Li+bpsr!4442&?XL?3h3=I&03AYgt)7WoEGBJAz$6TW?u6(ca~ai}P+ z49eIk;3WiAD_XKFg;!{h(OG+T+`YH2Y zRyP0l8mQ;{_xUDeh)&r4qQ*?b-%n-6e8!bw?}C!pb*8s_Nl>B?vB1K zQ~fW>NtDCUpz0KwvCz^RR{U}Mu5t&NP)@9vDwDu}yFiDEUOF+g!bi)dTr+QSh#OTa zoh!sU%j64enRs~kVQE@QYA*$w2>5UA>4WfDJY==c`O5^~v1vc5Ub#*$R$jF}HRZgU z_w*V2cp_OHvyFawh86lj*&?4*!?+JR8gx`>xA%);wE{#WtEsE2n}#NznVx?9{{4Gz z4gsXnMzcYSWj~NZPp%9lu@~p(e?{(XZ@c2kD@kSiN*~5Fu>yMbm({3`rz~&P?{X7B zoO-u?n)HxYEOa{V-w3D2Fu1545Yr6A%j+QsB&}8bIgtqv0=gbwvn|Vi9f#AO%a}HI zI$%IWrhOglPL}RI2)u_JL)p#zIFc(Vl@!^zBAIFTUgkzx*O-` zi$1nI;Uw7aB8+zicXq^35S)#@!@p^Lus+1^xvec$a>{Go_CzW6Q3C!=a;gxJb&B45 zrbU7q#`1`cGGb}f`J|7Ote`=IFknzW)&9fL*t+!Tcm`_)-3soJamP#s#e3N5JHE-K zo0C+s6mRd%L|wf(yuv*K}>; z*Q90K-cn5<3LTp%?&;d<9Qi)e;+HxK@8)V*j;eb(w`4!1fT+n;;I)+<-Xwf>GAmGn zq%}aNi8xORc=Ph677KV2q(Y52==R7oZku|aQi|P?=7I#NOw!+mSR|l@Kc@1gz%`MR zk32&Bb-T=+G^KM*!FxHc#z*yYsXne6k0tAib+W2O<{rHrJsD()8(fQ%TIC@|*2c~w z@drBgEX>|~i+Se%?r9=cr^ZDcZP^X)x(OTJJdRrb!YXQ*@YL9L%WxI)W|5OSP1R0J zaVl|O)P4W^LJb2jaZ~U3L0H>(a8nkQ+r7HWB#+ zzMDmVp`3Sa3n)(Mz-JnJvz>P1Z5xsYo1&e}gmgD|{MmfiTh#g7NYVnWl?Z+74cBo>?rJ$!TPdJT!&j#k*C^7{0nc>uQ z-jD!n;rHR^e-!P(S*E=%8W+*{K*2L{%uam<ddWTL@@32N^sC+6 zj~!U=KW{t|r=H9B$P|9S7b9VRwqtnpwS8MSTy7?%lih0!vR%KW>=0oYOrjog zEc@Q<;iWYbDp^YdTVK|(7UZ&*z>n$5Vmy7SIu3Jm~g9^ zRrd8}Rg@GxP!N*%JP9=ik21%^3jT383>O3DoAEJwG4U zat&+aH=eO$$CoBzA-J(!sAFtA|K~E-IDd&%NWq&DWX%UaZBRk6JfyC~J0{tl>5jRVUpa; z@LVOyj;*Wzmy=$}++Ff}(zk#j^HE`EUBI<=$h@e}@(!J=5q8v4$){J*Ta1|QJxc{&!0 z@A^=^0TQ}h*t+*)#(5&RbzA%b<^~fzFm)G$VR4Dt_DV*akp?Ny52QQ^YyYTr&#MEj zV{&a{#IgLrs4kFoi*`Jv(8ufb(%E|wZ31uW5va0@O+RB63qkhgfOQ)76?E$7>Mids zMFyBD2*qV0t9>vpc^%6P2rlTEiKQ7cZu=T#F*PSYp<(53Tq2Y*c&I|?;>w+{;g7as z4-f}5u?FqedX@X{rgODH*^CC$R9H9PzD05nQkobq{syo$bMfRY<%xt{%A$xE=$jR+ zyPC~4llL2Eb?VCa_2_L%-mCiQY02=e1_3%haO?3a&A7@>hTXON(-;4o*L^Dgrj8`{ z_Sf?N=uyCxXkQHEHO&-MjvcADs{SSucp+jBTbzO~vH7nB}(4_vRBCh<(ji~pl? zZnE@nk#|p!&0smyZDw|D=}gS$`ThDTQ)zkE@K7n}o~K zl${$Ty9776YoT+`UkX$t_aCSXF=)~jV6m0!`QnQe-nt+^)cR18j<)vCBbcY>i{SgL zG9W)5qmaABazy~SZ8SSMF%@EbYkj>$Og_uFoZeX^8l)pd!|;x+fY;Z7;s*#+ZKoFj zkQg6|kpE#>m|`QAu7R$cl%w(A9+juV($Fa5%ICnw0(F)!Z|Ame!GW?%T$;sdY9fXF zH6!|$)U-_va2pN#G>8A&J!I_sZ#)G3Q+lD*2rx}Nv7K{3cG1z)2FnD(({fYCiUu-1 ztFLb10;+!koJ#qb#0^_HCgl`GW9)Z7P4{3=5~5H>}C7HyWR=fzVDojan3BUsJ3+Yp~sOuNIAHHL#eH4pB2IPf=bwwLsV6T;G@i*0`Yp2|89+b2w+#yniZBCif=)t7}TrzI0857R2l4Gonxz zV=uw3Qwov~US8OYq{6mw=l>Ba-EuvjwV*iP#<&%k%nCoFH z)LEO`Nw}SM`m~KMTkdtRXHV9@+-em%bXUX5lmJ?})2W;;_PUDli~dc3 z@IX{#sc8)xqSOkgD{_w@D}MX)1NCy&vCUOVE{rbx7)n$K>SLn|mQ{ZVwc%*H^@ek` zg-?%uQ?IX2=ZUWEP69rejj6zcbcsBG;Q@8DdW#eA^e_1*hi1pe$9X0uXsyX|KCzuEOHb!qCuio7E#%nh%7cS7kAGUI>oL$?T^CcQHcQF~Ems90F^ zk*>nY{`$R<{`X|RdFPe}vPRdkJF8_3(Bx37Lp+xurJX=j=jx*zU*tCd^psYGTqsEW?F*^rx4sGE zZL<7HeXMqghoMc^jFWMXW3oaGj|W^`jWSI@wkHs^uCLc1YnDvr4! zGqFc$TP+ba&0A1EHJD9Rb+c6=XCkYbxYWxpUk~M|VwNC)>z|@87PQH_Q1_2 zQ4|FEjOi4A0mvMuzr4oKDY3J`jnVg>hj^xx6s-&s9VL!Njh34}cw^&zeRZDUJPveeaRNTLNpf{!pQ-RD_-%EL1@Q5w3hze=BN?xoIr5kM#1Cl|)EJT!{GY2bS?(l{ zp(I8gjNPZA-x0ju<>VP?+#P}A+r;^?H@x^{`%Bg>`1i8e7Mk3y-_(*ajI&67rVCP^R&bIXT5T3G7@ zO_1uTz;8Pl&N~}Vm!fQ4=4)nO_^(Tc8VB{`Wk7K}Mh%vKU~?ll1<{?4&0Ts@sSG>+ zJ=^2zl0WWx;&38bpCfT|G@;3f#6-IA$6g+CjscGokPYJ%O)~4)f3VpcQ>i5L$uF{~ z8HSsb?U;!x&E1rHPZR@yk=n||e?ym(Tax}gq{gBEy0|WNe>b<}Vo*ao!HIhz47Xa~ zIA>bJ5r>Ih_a*_4Hs6$oixeiQs;>HChMAw<|Na4dA8;q*6&32%zbMq%+JDgx-*8F+P~3(}Bb%bkZNuCyBnfHZ_j%`WQJ(o9{a~Osp!apv+yGu6xNhXS(#2oY$d= zuUpCvtQ1wcVfFmYO+WVkfH7g*V|`K7P|G*txf0w1ag1qzzBI(n82l6vVLdHau9LST z!2dZ2c%dPevxXzbRBVGqbS}vi8o@4Pbk9dmn3MiJMjb6Cs1_>5xZ}Ex4xX0*^lv7Q zxYOqTbso6urFJ(YpuCi#2o1{2%IfQoTnB0|$rI|Jwm;<+>!MUn)z508UY?&Py6lb@ zb*^-LbT1MRHp~QDrp|0ljFhr#4t~*+OnBWJF#^)ucrhDviYJmafk`HWC+U_dTrmp?R3F_4rd*Y3>b4>C+Y+kuU^Zl|N{2s}F)K3R7 zGtThL{Cn6%qRuXfQ7_TV;Syd6s9!O03d`RC5)TTkk_aYRMHc0XuR*8n2$A5uvtFrW zy79a;-Kztz`@gE&PXlyKudW+Q# zmNb||1B^7Wzo`#)ftH7|7&=Hei9%jC`nd=Y7Jtmn!g=sOe6GYYuAYE{cU2gX{Hr&7 z=*q%`tIDN=xzsY)Tv0Rg34H`@F&5p-dRj;h`TPC>jeD!cfvDJ%`KM`)vJ?4_5_&{L z5^dXhL_)0>^37- zYH!G*D3&Q#6BCG|T@NdGM3a%mZXSV16K1?HZ8b7vx4gXE$~jSt7<&!^J>&>u%9~M~ zTqLrqCE+TjecJ?0Qd5exBP?&o`kDyaFIYEozTI$zocuXsFRNAB;Ao4dl|?`2ErUiw zr)~P}m-3s`s-~+)wiVSmXfxBeLnXzSG4nWi(bZr}=WIchJB*@FO11L5Pw+u+Jy{6O z(^D6=PjP@PKR_iidlGcib2G6pCQs^8`#?P%DL8Xb({2zR>|E~Y*;Xt`&qhEf3Vk)V z>G}L&W8)BDwa(FsAOmwHK8L=5mcYCT%ST1;FsAljol8NYX@qS?AC@h3BQoxQq}zZE zq~3i~d1-6eXDuf26o;9fUf>AjHH(jBQG&#i@TX;ETAvlExE~kBss2J>bE30FbWKM2 zHSOc5!Wy1@HeYPGH%N*?%-yEmD3?0Jr}^R;8Ex8S*1v-5RzdYeX})k*eLq^ag}BIh zw9=*Fob_Bo5__b(<^SQjOF%Y04yimRz)q3x>^M3F|RqmhGSTD4l0yU$wpkgZE6YjJV$0S30}rWywff*lw{pzG0R zvtV@NG!BCp$^UddeQ>grI5Yh?hb?|RmWJg$IS&<$@c20N-o3%^5osfh9-GRhD2RQx zQ;3FAgl7XR9XGc^WW1-4bEpgl|r<_x`cJ12kbc|L5%3kj4#z=08ALrj6JHLQSw6dI?^`A1;~Q4}RE-ILjt9 z(Yw=XWF0$BiteKOWJEREiEpCj~#C#SiYRH`Qcm~!|yqdjYT?2Y|?ofFurlbrFV)kHo zldM$Uo($+Cx&f`LpuCQAt*a-cbhJgsKRE4$dMeOIoc3ZKikT8Q%1b z@f@)&r`y0%XCgRH#!+4h0f4DM^_DlwbvkH{fTF6Lf2QGM1rNItZ+gDxPYfc>&>I+0*dL^QKdH?0+L{ebq*i#5M%)SM5%9{4%9O@`Y-!W#%zoU-zEp zb#vZQRBW2b^$~Z5Mi6J=q!NC5{hnS!6jbHzqu!0W7lz$#7wU4Ip1IJ(9^ck+7*VTb z12LfY0o(mYBo({$QSEDYTrWAkRQO^Lyln9gA9GP5_g}1(Cd=lsjOMIAt}BUE zQO=ALJSLM))67e~4YbmwjpwG6v|*<^Y@4Y*E}zKs>|H$@Y07x@<7m#5e|!5Sr{E{$ zVEI`xu|@kKt=y#yFBGDO&DEZGWQ=aTGRh^62vl^Nd2pcNnY*n;F4dbw;41#q0FhJI zUHu_4`8Hz!6E)BRb^b7*lqPu0u!WL2ZtwfYZ+p zh{*3G;}&=y1~~~Yc+!5%ZjuQdP3Jw#Gw22&^q&>{qxN-gQQ#!gP`6(|{^Cd&Ia+Y1 z!9FXmP^q}F6;87&_}YFa4_9{Y$B#kQ`s^TZJWf8G=mDA5V$BUjDIxFaqd3e-Gvpg1 zHbF(WRnwG-=Xi>X4?XW(OJ6FZOlL{X`|vfMQQ9GiAW&xmO}_^~10Yo?HdH3z0HNTU ze8Cv!()om13iq8v@B;FIHd%2ZlhvxcV#8hLou^sHb{H!e_j{}ULD%}qKhx#l8RP&$ z3y2e5TH?%9z%?#^l9QW#l?z%=CEm#LT2J@oHSb`O3nzVM1>hq&utbohEtvpexU8rl zxxCepx}Fa5*iX{Z0P)KVj27?m`D`4v-bQ%HIv?$!7Su5FxiH7z{e8_=W6|(C9$hSU-#^^7 z0X)!18RCO7NA=GlZky4hLcvQ!WQnnJYVOE|XYAW{plRpjO5^dGfo5}$mXLRxdX6&Vhg_daCdyn0{j58i#{^FN< z+8=FC@edO41F_;AcdS-S_k{!JLlK>EyRuOs!;!w!D9y7eZxWM>`fDaO~|Ei*!5ZG<5HWM?aJ_t8V+lMPm~( z`SUX1d_AXm<9C@Z|BF&JBJ$yc9$(*S5ddU6j}P5vkB~aBzY?~=o;0d}ID5T|zt92G zEh!pgR-&h;JaD%EE_~9aBS=zh=_WmHNUO*f!#(cuF@{#mK(qTW*2%I-U9lBG0NsR1 z{&p4(WZp>k%E2PFHabXT&)Gm5Ss>4&jkMxjB`NoyJSS!6TvD23+mLal))$_i?~P}3 zmIBok0f0p}&Rd}Lih;!OUqg_k3OJfyicsfFBnkFT%ijBQ>-mQ{%1s@pI2+EX4%v$s<1Y7SdSA-2U0AUErAN?`K=+m@`R9(kl&}a zi57@g53W;pZ4=aNDRnNizAQpBv%Eu)&up_o`?di+xqlfzbI2b2SWZoCqZxBL(l~Fv zm5evVKn#j^zNWrf)*4{WgyvO0wQzvOTUs1iAsvm;2@-aIYxMOJHV~b;Qjs( zA4po%ZT20N{Ku#$$b2xa)a<+90N{5X{v4+SA#PiD2W-v{p2k z`?q+N=i}7uL2p9F|F-WY(jYLo9p}FyrhU$8>sK7BTNM>!A0d-f0lK3Z#`K~@Ba2P< z@?SQO%0hHkvJ}1Q!E5#EyJZjN zNl6Pj<}MRP6Fy>OWzk(S*r%UvWN>F^}^&}d5) z2fUHftiGo!unj;TPW=TW&PVn$)*(S@T83#2sAjp~0CnD6(Y4Dz0nQfHqzsa>iqQ-# zy)_JAe(Mj1kPj}{nk&{Ao31-lu}8XgRBY<5i`T&-71ZZ=Q_yLF57@{}UP~436Dx;1 z6reCM$7<@bqV8v97XMw648timuljIf>D8$LX!g4$qiV@<(OYtz3O@3^3bgeJBVo51 zL&kEAg?fEU zxP!W_TI$#`Mah6|Nb{!scy#*pC@Y_eOp5p4qyhFBISR7E1PU@fTBl_l2CVhG*StA9 z6}zUVoT!+(75nty|f+f4Z3po&fgfqU&~DCreKW4XuCN;>ua}GbQk@ZNJQ1)$1x={PQGs ztyBPS;r|$LN^f6ZWzj5k*I&Y+v9U(E8={qKGm+PwQ_~I$0F@r$X5qo3OQu4(T^X!t=NY}*T`VQ-OT!yprKA-Xa#uUH3 z9wL}J$1g<2eJ2TI@nX-m7#gNS?+Up`oB zrKI)Eo6#^Sen=jmX%WM{=tn~+Je3V5hP@P>$VHo0XoECS!e*&-E4& z?v-Vai~LNd?Or0$w{}RJ3^Z?wOqsV(WaGB(CkX(^3VLoWbjr=<mCwaI z>3PqO=HfV4OO2KjfHGN+*UKcXgJIKZ#VIrlUL&VSdAat*yXIz>%nd1^Y@+6QIo#)Y9` zz>e)E3GFV&)0NF#&t$U;2$klF^=Spueb9j}@v-MBQzPWK4 zO=E!daJ}r)bud<7j&aS+G8r6#rpS`-YTabS8}HC+S>5f4E|&!lm{hv5=XdC#)sH7v z66Bl|-1<}fWUhme z*VaQ)TdOaC#IL!TE`vjmQU0uS*gKG5G2Yij=0&NTE`Qb}+vnzn=5s&kRlZ!FmSr;4 zj{mwWOsXWPcJp&m8mtO)X_Z*1JVy!wkd1<&#-1;=>*?d~&Zoz2b*ex@pAbUEh1Qp^xEXwV?4ow5+m8PNYm4ILy+mpbhbvPILSzMmhtHfE<- z&soe6G-SvSIeGG=9YVG^bLNZ;A3od;0q766UOiY=?>=pZkS$*P|IW(X;$e2EceplY zr&!mOH4ScbXERETGTP_g_CD z-~W#jvf|65?AYGn+L&E>x;DoAo*>oU-Y!Rv9+lIlPfJ%<%-N6u^lJk~jT+^A2SQ$6 zo*fIIzkG1ET^`;3k!(M3M$8G)jzuOKH8fXly`ezX-aSz!jq3aPk!xf2=;_)RHv|Cy z09>i~bQk~t@FhYJ008hMLJ$A|@FhYJ008hMLJ$A|@FhYJ008i%K^HGxw7mcT0Dd9z Z{{smq$1wVIupR&a002ovPDHLkV1nYmKRy5e literal 0 HcmV?d00001 diff --git a/episodes/fig/error_alert_LibreOffice-new.png b/episodes/fig/error_alert_LibreOffice-new.png new file mode 100644 index 0000000000000000000000000000000000000000..f5f088b13ae1ee502d515296022b336498b6554a GIT binary patch literal 15782 zcmeIZXH-+$zV{#GC<;>c7Er01?G_M3R0wEj3L+u`(n%;0ks6v3dR3YYP!W*Oi?k4e zKq!F(1%*v7AqgE3DIs)7fI#3`>~qI+&pH2d?{i=MU)?caFxFy?l{shTuYJD1`QpBj z9xt~DHwXmc)xUGg6a?a!0)dVkJAMqf<2bEa0{r3dHPzDwmG_9zfQ!Gm+%&ui0)0y4 z*>gAwT%Yi{1N8-genlSsa!fc&27*8uYWlZsng`l1jq|Sx&ScK5&B@%3fALUY`67p- zu&KPYvwX=+cDuNrd_+y9{w3}YcE!b!?I;7j{A2nmZ=S#L`%?VYKxOfmZr7!T{VxT| z`WGT94bH#ST24b-Kl9@fJ@=sFGb;PH+vd$XLE&uiY&c1SL{i!aao#4tE$o!WNe8pE zto_XmWbZv{u1;LSbr7g;&giZL2k3_6xo8g1^Jsx%px=JgJ_CxpbKC(0`d#XuZ_4ej z@+w&MMhpjWS<~~U;z5$!e86v=Numd6^UQ`vY`$~9cZgQVl%g&z_HQn$VD&Pg( z$RD^l<_a?C7TEvJr4?wKRILr2y2$+#8#*IT9JU^R{>wRTc#B1y+>G8rxlj-!06$ajmt09~3!zJgTlAl!B7VApaq*qD%J^)kBKc zQ@UZdpEiWESq0c4XU{47_bIh*q(b1LhMl$5SY&Fz1s`3F#YR;#lp3YQ{FF#0i(w?E z`o;(SHK5c?zd2tpMY(*fCH-5qJ@@LW^c4_Dgh9rJgH#~QbPyjtEQ85_rfo@3mPn<>#8z|YU=CH$e&Cl|%VZnFtBX1mgs2hEI^$c7o$`X?R4NfU&S@ju_5W3xWGjaMfaq+HaG1Ta^=HrEXfDs9@H7?oK z^+g1X;=9vT8;CP{RQk8@Z5Bh z8QN>QHGUtI?KIz)yMM!Pg|H>96Rd5^wRM~C5_DsUA7$e2nsLNbh6{4`{%@Q&z=kIr z$j`GP_Jbn&Opc=-Pq)_hhAsQ*OZKUj4F~M+?d(7P^No}jsnD>EcNFi3mV|e=I8^x$ z*=B$h(=Qo<;h9LIEcM}R0gUyhygq%Cq3ZHN5A;nJg^-28lJHPW6srnF;6NtC>R5AS zu7qzjELUZ-J-p0v_@p7SVKf8ydLs9N&dqjM= zQ5_V$;RUwQ!x(RCda&2+`KedX^+ScE%kk(-=tYrV%8jj;-E=2(PHv6)Cfd|^q>VO3 zG>IxXcRg-tO_W^Gxu>AAV3ovN9&Z>&fe{G}Ug=qvIv2?3upNF;l`gJN%}Br!+R?)o zZ(;P=9r9RYm2>yHlY6t17IVnaYiR@*Eq{=ws`RW|o5)5O1Hf&9Vj8lnB zaKz<s(>+<>Fo-}fd`3jpY>$jSyCVry8Xw z!n003_F^s$hub>@Qei5QJ!GHb^c!f-56|lU@=IL0CXgF)%6>ko!heGVrolEWlIjTM zsF&`#Q=4HorwWX!iKWoe#e3WM4l@NF2=x93a8k#Bdnv`v=gU!o*Y9$$Ww$Vf#64DP z84yLzV>j=gEsANWwrBbB#W>yBeLjJPB!RJSw9TeR!wa{tl&8oKan+%Qst>n9~O$5fxj$(&j! zyUqLkE9I}5V;@C>OPo!wMF-g0xPZ%H$Y&40FM^AfdPNkrjB-FdcrSF=?Ju^<85Sgq zcq^(4$)U9H(Rfa>Zm0K*3)hWZ#I7Dbk4MnS;-ZrLD0;}qddaqsMm}vvX=KmW3yBltfEGja{d>xD~{he z*@?2wC~nBzKvl%2SRuqfOV|tD{doUkLrvG7RP9uA=du!vNp@)2_5+Y?=J49 z3A6X^Sjd-tYM3%VSccwO7L1Bwj6X=WVvSTtsH zPt1D&K0;hT@Ci4!M(xO`g_WI!)y79J>w!&tjcWiI_IxyyQOs%I&)LBD43%mmpiDSY zC!TJOOW@YPZ!r}-S5ep4G8Kb$!M4!JJ>QX z-;#1UDa-22XL6wu%HB>GlSnbxD66rDcJ|u%Uo)I|!hwth0?P7O1X?R}yW-$;ev$Oh z%gVk`#fHVJTQU*rGQ`=T7bu2=a`u-fE}1ab7)~y}x`4)Maec|iA(ZJUAhTusJq?_l ze+DCq#n<+UjR!01aW2K6{%=frH!Oy6cKz)bD&NMSyC1~Lvg=U~-Ykw#u9xciA^?hP zrTtV@jCM=-ZxhMC2f`O3&8$hNM9|N-dJ;AV&zXWtZIEh5F$hwY#tEwCZX2x|S#N_3 zNr7^_eHuOCyyWNuY9V2nXN%obpg37NoIfTblaaK^_}+CA#5x8%4l_MP+**U5=6+Bg z%;-_&3^5*{Mu{K!>z_;uNVJw;uTp!}L!!@Q`A=x#s`Jw{B^SJzu?B9S1imS=a!SSs z3B;x~_6>zFLhs^u12takdSzvAjVX&DWLIPFtsAtu;{m66N=SJ3+vnMzs^R}6cKylM zfZeT?0G&8K29{&VYpBA(i&}1X=os7I5Ks9I7kiH5{r0yhd~H|Vo0rfZr9#PZvG^(@ zt?M+pp^LMc|Kh64#>Q;7K`e7`?gyrJ0_LX01yYVh`Ruwwk56u{y_(W@^*iUU{|n?CYj_I+d-V4ZWM!NNgwx@d5v4A`YYTwh~NpO82QJ z7p6LwC$>_NQ~sa)?s?0n!-E?T>LG@9*X)W%f`_kGX&R7IGS7SO<&6$g%z6zmK`GFc zRfZ4rues_UmybNy<%+F4V5%Dbp_5Rgq!hE7Y-LXiKy5z#qZ&ywRrMTEp0vdj)(Xj6 zZjM}6^%|Q`|HNSZN92;*AR&Y8)aqnc8MZi|eqUZuz~QeLSBa0HI&nlGXq9#uFW1jW z)OrkGZQ^rmeSO_)XnSoMQC_5PocgV`KUCT{Yf-C0?v!Ev&H{TZXfCsTh&&n9vDPZ; zjZ9bdW@2e3qtf1W9+SjzjrBjzh1aDN?Qh<+q(4}(82v5mvVv)OVV6o7uJ;bk$ts=r zypaaJH(E8JydFk%cBb!G&t1{=QKb zKwt!8JdF(N!ocUF$%}iP*aNG8{qMC6*^}yD!W`LE%WU}YI~yKhH6@#B*S7~1ZgXU) zErrWgEg51mKmVY?q2*XpmG@{(_eupN6vG+ETFSxDJ0YKkIBYhkjf;M~)akm%(|dHO z?ufabOs}2wnRbCW=iV&4v>w;Yfv0Er3KeFd|`BSk}ASJL#v!aCX)@BPTSeZGC#&+IYQPNGx1QYm>x-*8}^x~_(5)?6s zt#93(Yz*F38Y5;{1>j1>LLsOkflIV#BCK3!SHC}qQZ*4w_*11wdW?wrwRvj~nQgPj z9``=B`i;o6Q3y2*bS@O{=@Is`ba4rH9xOI#ubQZ?LSG-%tZwyMG%ezfv8UESKF_a> zAh3*SnjZtPPYZf(PfE}Pg6Lhd#4N-IdnG9SG#{xBMlIylM&OqWWRd|O^;56XU8FjXbUEeSzisK3wcH5jgAY7H)XL4y3`Sd`Q`sH8;Tg_w|(!3D#Cq`0VOT1XTn^b z^7MvFpswtnn_s%~sfX2|RsjmzTAOLh7Rh4VyxJ1SztwF=5qxCFx>uC~qYvLDPef7l zoyw_XbuVh}daV54{0#3l??k_Bqy~53`aM5T$~<8yDfv-FM!!`r2YUx6>H-_>>Mm5C zDud}Fez5c>EQ~K>hKxJ9swm33HP^vYO!6S2`CzX8hbUyF>z)fzm;d*Xoz18BvV#^P z^MZy#k+B#D)(u1(*+<-U5SvLtO$;a>04d#$lXBjCaE*5VR?ZVD)o!q>$beH?V@%s; zrX#ui48e(Dg~p(+&cOUd3zMP#RV62^o$_WM6N-kbTz04azWuX5Lh1RQd22dT>#tJ6 zCWx*b@6Gz1(u3O+^Zr^mDg*ZS&7aISg^kFYyH_pCMmpW$G7`Umt)E3bx|2voTkZ1u z4vD4cbq_%zFIrc8UJ1+-H)XRxHg#@dOYiYhH`OrnIhb(6)Y`JL9lA+?A}rz;U22t( zJAsQFI(XJD;$7nujXx|{J^3SF-qaT})fa9y>3<(K7?G}`J>xsRN?$zd-!hL>Ote9 zy4@a&(|?4K$C)p-ocH~!{Uye29jTDP5_o`yFt4_D7RGc*!!;B6d%@JgR|*(WSJ<#niry0+7AcQ{ zZ%Zf}duoY?HoK8lswSRzJ`yebYZ@{Fa`_du?!boC?bI}=qUfm#xM^C}ps=%!9gDBr zoH|P;mL}%I^R~*j3VQM5bEeK&!eR_J`L=1GO&?ZUzi+ zCzjg(xP<<%Vbwnr+XWY-8okCL0ShHX%mrzqjCr7<{qULt1R4|O9qhBc7Kc8C2Ud9uRpdHx40i-^ zg5DG%kFNmPf+r9ew5&jiu0xG89k#D*}SCc2LGjwFf0f(h(;byl+YN_f_-oruJz9L_P2Zk^}HTR^qn(0a20%i z)objUYUs9)7H0Ns+bp&Rg~CuURQvE9rvuxC%vyrhQ39&i?d36$vJFi@0)i~YK9%b# zt4VjpwOfALkv9)mnOH)gDJ9N(Jpn{glYOkV&BkD(E_iFJ>3~f@Rdaw`Z|Q&?&_gYSX%@FQ(^l)rMxB*2Md>wGW!C-gE6hn%s2qjY2yzw&s929CU|Dy` zrlw2l<+GvX-zBa*jOIsQacnh5WeIfzcQ3!@OaJ)ljw-+WCa{XjR{ea&j*v>D5fG0F?mbwh22DidatBqU;ee}Qfoktz@K zS^O*y=mywse0;p^-JDPyzoh>mX<>mtH=ta6V#VeVU>O%A4S~skK=&p7AJpd`P*Br{ zn9`K-{iUC0BaJ?NXZ8Nk+s9YRekd&Ux>T_F6*16rfGa0$Gh&fdmA?73{xt{Zv2Cpn z(6yzIyKxniX|ffZkq9j1N>c8h8#T3r?o9s?H{v2%D%wN@fIA8Mr`UTNy<1%Cw=bw? zhcThG%Tv4`wXLUe91j5N{c)gCjz-G|9fc-{tIgVnEP>(6tQD5~%`R^}&Ksfw9Q9{8 zE~1QCAUJ=_i)O10sYry`+2P6Y{pElrgIG!;fR^j1@Q88hGZV=epK~%=0O$Igf6P`Z zISp0V`TIYU=6^8WznJtpS*gZ=6?@euKkume&UQVz6V#n?+Pz_Ky_2o5Ln)EGaj-#H z3F{qy(y5TV%pCRJ()#j(b?d~`ArxA%SQ@J*#kpz#P-yNytbcwtj#qTne`#cfQf^1z z?H7?-d8J4k(xTRw6-^Q>cIY@RiNMcIUZY1pzgW?cWWCuPNG1Mk;E&jDS>ByI&}@r@ z=$>#mN(1O2+uKdb05Z;L9)$Ur(|(99~d$ zpXJ*H#}|gprn$V6BDD3d`qjFHsa7&!6t zh&8?N@)sL(Y2X`O<2ZY)WGv!KwM7 zl#QHZF9(ExxeT@^Hz75zVhT-~j+kb)*8WC$teps?lz-3H#l+8T7GJh9^Bn>d62Te~ z2^BrW2aHa`JW0SZ-b(5(80KdUK7p`46VBaro3A(+Px zeDtUfN|WxsZqbbsIa)@3Ry7YMXMrWjC@}G8JqtX>0+*w5F#2kZ%VmsyA2t07Biw@j zfQwX_k_b7_Z;9L!SY~EcQQr3Qh%z1W*d&OAXmQOK;O@?cc}?Jak5-g((90Lz)EHux z?mrUCX}Z5!Zd+f8;jEKIPZg#|gS+IM^XLSTLdU1DiwYme2S7O@ZY2z{l=W$QeRjIW zdvZDT+>#}|`|uNC70>!mc{+Gz=`%A9It$wht$1+rW4kGp%TK)DRnx)OSr!r8ZN&zd zfIRX6b(_T@u$&P7%Duq~9tN;*M{=nJQC+cdReKWqr0S|w6%H@zRhLWkzu#286FYj7 z`T?Vosmd40ESz3HWvu=-D6O~nT>+vVpLSR1a{t;*w)>MB0m?P*`(!VL`$CNiRHWr8 zOH#nlp665+PE4cp_hLN-vu+YfWhDqss}iuxDS1Ppx_^5%OjIfxspK|s(HW7IWY6o# zb3G!X7${V=-)UsZ=B9`hAPwYO1eG!tZv9ETU0}pc)MOP;s+biSF-9$?hy5PfsZuVJ zQrk!kUxg_m%zR09aV1~g&MS(p$MxXBwLc3zPya)(EpL3h>D}pdP-Cs ze-=&al8hkj2T5laNUmwW0D6wfH#tB9o9AR$UX1H=8A&H;@mSg1YCugL<`q#sM0AgW0AbeG zHwn0{98Tl|xziUG?q-qW{!>I|U5s|=$)H6%P)FNTK6)|Q5P%iE{-i)su@@ka<6mE# zVsC>$NW3P`6b?aUMR1!OBA!~Gsph)}dAhI0DjZtI%IzBV0-XVbrim0HfchG-EmYI?m>F+g=3X*NKGj7VN0ZvW`0 ztTyabTTyS?b7#4;U*2uv2OYhG7S zx*~s9-l}{vktO%8`~=;ED_rff)Ftx1;2)3+rhgixUH#@Q%1iPy{v>UUz91}g3|eG1 zUwUD*BhMoZG=I@V+ZwJqfPEB$ygc3*>-0*(!_U_|ttFwwnS9w*( zzGHb1X%G{WB8M7V4fkOR|M#zhE>a$FsSdi&j{#m??yL$oi(Dl@U+u686a36jCdf4+ zU2wAqs>#RxS(~Hvvu^NAcS`sDU@SMZVFI0A+w6xE=CCQ3z}XUvK{Dls(!}&Wj=eh7 z;v6u};ONjFTLo=!u=40DPy5{nW8+M$e-=-sI&3X`r@nl_KW-4Rk~F-_{vZ z%dX~(Rep+0F9<{qT|8&@&V{fhbpCyzKvwv$-aAdujTA0P*3A-u!t4Jmc^4S#1pbrQ zEv_DT`79?WazDQp(adxD5>hWgtmKd$m)lm{-aV{W#y>yh98XcOc_-x^^!+K<*tgU0 zvC1U5ZmW$ZT4DM-sWmq{JRX0DpXUHgHvQyMe*ztW`sAfMmm5|n-kBq@)TmIkIm7gn z$*k*9*30)A>G!UiI(9IWO)HpQZdmaTVJ<%I)!51qRq?Q1=Y|-fjemQp?s=+tWQVM* zai{}ad-SKkVH?SG?4j>WY{^CISTa#A6v*I+y%Y24{knS^#+@OOw3(5sHXnO+0%-#ulSR_;NFTZ5B!JDE zeThJ&KUb7#zYz*#WT8q}%`-HStsmcBvDd-zt)y#Haa~z-KflBBt))4vB?V2B zx%c7C$*@YsVlK14-+&Pg#>g_~{r6Ov@>d)W3 z>rSM?@Cs)|DO?z#YPsyqHB3iWsD~HyC zS!>~+IgC+TJZjc2G`oT%FLvu>V&aB^W4OKmfsOpc?@cJ+-%&MUnI-&y7OzDO8Myi~ zMMsIMfI#`|OC!QI-VbY)mbeT zjU=D2^iN^*u!wg!J~?b&$0Fy{)lM%N48l4EGw@c``GSvU8x6q%p@*-jzrA0CDx~Ne zc2fXJ;loBOBCd~Nb7Jn4+`2s)V+I?8M&lye&y3Z;MUzb)!_ zGEia?l*ykx_S|KvVG-TN8rg0gZ?e3VwBu$9!=5p998srBEwMlf z^zFiczQL=1XolsOI|9R{FLu>EU)34C8-GcUR0<`de)WqSNFyr4_?##hiZYo}OJ+SB zX1uT0tilUlAh#;PBJ5gC?;{8n6k)*y>T2+_{4Sr9F8pqprxBDwx_YQfpnFmFQEprAt&Y+*G>FI;)%(S_=5Bp{Te*<7`Y^r(5jrou9S@JLL4@ z^RfCR!-mvO5rw#`PH(`56Dr17Z>9GN=-bgVxjPiIS>Xak#%GvWd7;Gv*LrSe2AxoP z0(V@Y78vPFWz1j>CnTT0Wrg-Y)vvhO;k<;SX^hUi9Yj5ZM&8W(ZqbyI>v{iH z+LF!6F8U*d>3&P8)(p*XJ1!qMKvf{Cqj__i`~66(w=rc7(i&J~;EbV5Wvht~8)z8C zE{^3=H4spo z@;ylqc$bDZsPaPgZM|o3R3fh9FNv$1gLXHkp!F22X3XC&|1cjOR<9N#Z>NvjT0FW= z?l2)O6#mLZPwPqLzmlp9|Q$1yx(E1f>BZQ>^!15bOxl(sZ@se8y; zY^w!`I?_~~0LhZ|Q1HP?z!KcQVkX+s*M_=>URa};?h5aN4RRSB(iJLv={ zX9u#p>gh*544FNCeB>aIqD38uaz%@qC&f$iK*IXofs1_?@NmBqrJYDYqcc1qLGU z3=A0U%6huKRH;bGdpoZ{Q?pq2DR(|3<%+gL_v0aSfj`wTDXseNv)5m)HZMC}R* z2j4R7&Sy|IH$QmzE@mgyF1%_;|7)oQ`kfS`zZ$kxVd;h8aDrkW7f*G=H$15ggs1z@ z1a6Nvr#~0u!yhZ5=WrW|50c$JkQ+CPXPxM$4No%>BD@Vi!5S*?;+Yj&q!(p~=x&-{ zw>dAKSNhEbtT*?mFev#`Kf_agxm*(k#Y7iRWB3vYxC9qy(K@;nm}{$D8QxI z9OLD73(M0L?PT|-Ot83y+!@RZi>cD6rb3(=;P^#92x<%01>2EIZ+nn{(Nlv7$<<=X ziNx3fC;3RaTLJ}AdI9>Slt$La1-XjERL6Te3EQ8dh!4p*%AdOMr2EVbgr8qPfTTf| zm6&Ge5U+&#HJVNY6DUC%XsKa;{KZyQb0zB%!yerQ8sPykPcAtUC}3H7I)?vMbN;_d zCjTR4^#9TD|G)42mlF{GyCDC&ApeOs{~7oGHwS0_|Jycrd_zOx`CfTGNzKJ${1O?P zxmqFHT=XOtP^7yi^X&zof9kN?zej!J-of5ql;u!fuD*}^|FDgJbq($8m%jo^cmkd% zqYi-VpJ#!K6m3Ae2Eh^$|L(NHKj_x~bA|g~o*W>LkB40hvi}p{(Nl*5Kh&MK4i(t5 zFMl`EVj~aFIRvb?%gE^TwQpa1Z?)nwRiB!GKUixyJ#N+%G)~x*bFxd+3RxK)S4ir4 zGRG_S=443%8{c@fZ5yv`EjkAXvjITIQW?b=Y>qgoF1#6%Q6rM zxTeW7L*9kn2OXr673+E{(T zUSs8>BR0|}>#BMnota_G;dX&R1JU{KU!s;Xe0%g`b55;6U2Xe&o6F+%TMUC&KC5zW z+X2rY)(Y9nZ4G?&l3il&PPVs(kJkk!uK8uoHm-NbhjZqtXWEsfab?E$YEQom7Y^T! zh?pzi{`|Rs-^q6O%gyDI)Aq)!^-pls@(IV#aZg^(V}cFkksfkd`fm?^y{kDnWgPnBl-JsiZ~Buq0GFcoXdQ%Zedgr< zL#LE(avsg+&=xLc6`VeAUEpXcOCS2UA3&hnc>yG-{ms5!+hWDy zpb*d-bhqIrC)gp!FlL5ffbZC?{Su@9@C4wVU`JWGc&f zL;%wAcGys{y1D^6;`Kv6Ne46HOCXNv*$BQ7+X=iBk6qR zfEXTtymrwZi3KS~XOdt3Dp`*RV@FS)(3tlcV&5axE1$n=*OX+luBqr zrc`bOj~1u{ozX@y3aFqRStPWzDK7%e{d>i!K^NHQYAvU(Bu z&~4X`q8}gK=CRavNOH29@P2ekeFUp0qEtB`V1zhPBPBNR{$XYhvRTR06C_mFeEp<5 zF9{I@u$oMDdTzW`Z`{dw9_HD;Gy;=W(OyL%Vx!(O-FSJ@mpj6pSxU(U8ekbu)uZ|i zGC;>#98YW#pIYUp7?!5J*Q+tD7bP zutaQ{Ct}yKfCik&pGD3C&SB0ho@6S}vJg7#)X(gDtfRm$#Y@5&*v;OZyfp})|C=+= zZ2^1$gP->l{lk64qa_$dD8`n!cp zlhFXg(k}kf`NsNh<)4JuUGu)bFt=Rrg~gW*CmTzA$jmwh#YQPnoSVZAJ$Q``evVlj zm{g-`mOasrD`pOt&CaVscdKSG2C7aQxmdqY-|Ebp!wSp6=3lIM2Cw_hZu2@)kF$2| zUeBNO*Lf*!Ub?gksXJ^+DYxZ0)j+DJxU{;Dvpfo-inL6j#o(J|>SWKMiZ7~u3lFmO zuq8s;s>6)7-)bsFAxKxJ2(u!rcgZkxCV%>qHmpVHGXv-pXyThYnBtG9t5i&Fk0Vn4 zBU&VJn>7iLN|4_Nj-k|pDi89)F5)}M_)0y6;* zzgP9u<;|$BRwvnRp_`0Z_it~Z|MJI=87Xi(snCuKMRh=L&mUp3IuZN}aC*ari=uRxtYh~0s(y`oU>%wqeN2<3mDUv zfT&}<#{Q&5Q{I!mLT>+I$Tgd-S{*a+u2W?DV0WhyCh@8~ zYG+@(8qSoT&zZ^mUDHm1{qE_J07gxV%sR literal 0 HcmV?d00001 diff --git a/episodes/fig/filled-range-of-values-LibreOffice-new.png b/episodes/fig/filled-range-of-values-LibreOffice-new.png new file mode 100644 index 0000000000000000000000000000000000000000..07212bfcf83063905ac66f5bce4790c80e11406a GIT binary patch literal 14319 zcmeHuc|4ST-}Wh?NK~W(EM<=*WH-h>m7S0nyBR5|grc$UVyrX57{)RoDqHpu z29b3zwy}*F@9Dbl=YFo|dGGsvpZA~luh-|(M^58hzrW*qe2?QeUmNIYa&roD0sz3R zb?=T50I-Yzz&_vrJGkYF8aE60jm67IQw_j$oSFrH*zb5-_cj20isssR$Ois=@X0-M zF90~|z4wo0#6i>#0OVe1-MMYzXR|=&ddEi!rY@JMkz!E$?EI@p_GU%mgtQhI5a39cn;uo_(Iu0~ zO5m03_cUKS0AAKWgy?)Gbk@B zs2wloM_dY%N(iLZ$_dUTTLpv%GU2#w)if^02|F! zv>Ph`^i{a@iLDX^BwB>(l5+hA2M4pR&91Oh=YN*9zvLFm%B)KZT)b8GS)0*-Xo zma}>~E%3gtudiXN6Z2x4-yec=jH?+>*n!h8hTM~#>u~PYE}MkTKE)*byPA3hF9#~8 zRYV_JwT`hqlzj#O*fHfx60+VoW4CN@F2r31Ra3pzidR47W|wk7N>NOSJPqwR>6|XE zf|j6IREp`lrZMOn$^7D`156JjeQ4c~Ld%z4h%aOTEVyT|PP0Ng&XPA9GJrc^ITHCDiewzhsCN7h*ZgUicagk`Tfb9+u3oOWLeq}5bFZmT}`*K|5kS@8PQ z@9(jOFvOy`#xhs-VG+d>G6aMDlgg=LvP09A=X`WWQ9xyg8L+aVwi&YIhM2vAk}7UT*3-6hd_Efz-tG-JR)NbU1cX+t@gE z>obS)14-h}iqjzg$k949;ydF1)yk_~M)t{rd5(AZQN)lHybscK0sypQPt;6zq~2(6 zZ|~y$SXOppP90a-(y+BUoqa9uoS2-d+iAZWMoWiJUOy+OhV%CIO|E~=p{brHy#ND$ zxjQ~C*2{+x&y!r2>fHSY82t4F#g5k~_%2FAtvof-^(JCc6#cv3iYN`XCCP{j8lUX5 z0PhLP==~U^Qvy~ud`bl|jNmXPgU4vkH%4dO+7`U_=*2Cc`2_#&Q%6Usqj=?~zh5y1J9v?C-Lq@%^zDHQ0 zrQGsr12K^v)bayw)AfuRCSX(2TF8g_RqpkpFT)LH};gG-lw#quyRaBauA7=HzOMjEf{a)e??pKKC<)!3!1Cprz0eG0vhqFNU5mXdn( znTsl0ud9}uh1wle=;o_v(ja92VD1>!oa3%wjPT66E5m74_ADG=2tK^ZaV1yf?Pb5g8*Euu=^&Xt5#HM%H& z+O?Yhew2!}s2y{RhxvJDj6-E+)k6ICuNnM&Z}9lB^lzvo4bcO9%1I>8+wY|AsMWH= zc4%K3jp*_sG0dB_rjXlwE{m)m)r={IC+O6LkMJ#NY@8=u6=@qh&~y2nwD|@+bDG^i zW$!*_cprILso0UZ#Zv>@G)nfhZ`!v%s;;Z+ zrnf#m&K+ zpMM%~BLx~s458Bz+c5wn(QJAx*2D$InkQ<{fmJT1Xo~Y4Vv>9i)D6Us;Q&f;msQy8 zAD4^Or#;DiZJ3<7{z6T*QUw9%tEp54Ukt-wtb@7^&9CC!eI(9Spq(qPSwJe#<8a#L zG)I|DaJWjKS%a(Ao@q{YV}lo5gO%52ZmkB-eBTgsfpoh{*bns$_C3Y4%^SDMELi#G z(=EhkVEvf>tf$O~t1|t~!ak{)b4W7Y^u6I1&$<=(BRD6rr*x5Whk27!HP%M3p;gdWYMKYl(tP+3Xr zba`|SUjTO>FR`*^S4_`TpE#=B$04*~fm6xXXVS1uz#F$)$NpL4g`D%#Pg8Wh8!h4n!W4gG)eH!z z4&5KM941>(uNy08)`vXgcvN+b;U~`-A*?{2692&wu>O)bMEpJ@^tH}_Jvjy?T;uX< zPCzyHe&VA&`qy7<2{m%n$(a_%RQ^HQ%5g%KFn)ne@t|%`L=E7_%we1#Y-6OAyB6WiOe!AEfAap!K ztD0PW!&MhdU;p{*O0OEkKY%vZSC!t|EiXOaU|PS(L9i%8oN%oX`5G(e}~hetE9R5*WC<8=E_R4N1d~* z+n}8#QA~vuXqj&C9jb8S=dr$g%dfB7q!lD4>9}cohTe1l{5|CO^7Ybe)1rONY^4^p zg6Qt@mT!`8WroRQxAd~Eyf7^GBpDosre0r6d)2%TXvrzDCL)5tv(i3ngY)5ku?H_# zMQ%O)!tQeB*oFHg6tlV@e~e=Bq;w6)Ostk%M3hEBUhvo~qQSHgb4tR(RAuVgJB&+I z4}aTS%4YcS1y;Ni3xLb{Jq9U>6q1u%t|{P}C>ouG6q-LQz_R396?fw#F)LEskm z_(~-0Wc2J!aY5Fqr0R-_3T4{(%SF z_MI8Gr^vpekuO`aX->gSV+B))W=K208|VHi9VdD>_~$Tj0UVF!!KuYzZKlhizsS5RA)+Hq z$@PM6k{vj!CEk47Vw=wT>Z~6}LSr~ja$1^**V>GsP{Rz)Yg$jpk5d_#(ckYOoIs!b zH8oc#8U1p___N~DXV&$gP_+|)f#rb_!HuP9&EzIy%_NNPNJR5TW3G+fd}9ZYIXSHS z{_a2~z|Z5BOxXLBE?7^;Yd{*-!-s~3+DjfbJ|0t8_8*rf7hBqUlCJyO59H{?4{GX? z2((icM9XH6s_h(0WGy1!nlU$AL3oH1=~~lAtikO+ zxRaB(x=-G47?_pZH~6Zz$3{u zS;dLD_5StL_gaqxePzE(#;#Bff3~cB8hk;VykT0VoGd6bf52k5Z?Sr#}Aft2td>+vV+B7EuLfJMI3Bf6=k~j1Ho`ugXCJq$XPnI@CeF;b zIy-+yxiTd4bIjdb_{9xq&u$MDlThn}s|)c@ZDRZLS4zcatGxyRcF9mYJEQgWVxE)` zTewAqyzfbs%|bTxYPR_$s~r&j;*$3@uti%q3!*~|DxGT7bQ(EJKbmGcF}4egEw=D6 z<3lN5Qp5YhkE0@1-F&+d@3m_$;Bupd6&zF!*)alH^1zj&5;z~#WeAhq{`u`DTX^V& z*_wjTYok?q=^auo!maUA_=l1fdX1d>1s)}7{y;}$@F`|>c9)22UevN6iop5Hgd|Z7 zEjYf|3iI-I=BiUtOS{-|0Wo2r-)n(fjh`odjH?j$)!7-A33(O{f(+8nHe#z|SpSat zR&njb#A{+-5i5S*x!F@6)ou@K+zHF;E4m8#-jj;$4bw&Z>`fJg7*v&XSAxBFN`lk^ z(&L3}OQHzB%~ss^M~lN%vOB}Flzmr_$+UV^tWM7`E~ovDycI|1!q4Ong9?>)?FS#07kBpPm{``H@Sw7%$^AR}^`Gk9czmJD z=k!xIofk*fJwWk}eDvz<;vFDlut^Hqmw<+CN8isB=aLf*R{1#k_9Xz&UV--uHn`H5 zCzVXc3rB2A=7=&kJmkj~6$-1D?k7oqA6cqRGYPDQH|}(0Yi?Ajc;qy})L%{SHyAoF z!tz;ocoLMFDilBxQo93N#8*pkNSPbT3edYjNGb;teqKQsv!}OP1zn_P%RQROs$(7G5_I<`Bjq~x%+3gMJ=Qb9G z9C?`GJfgCNP;3V(mw!so=V9S$lZ!baqi>sWwck%EN>pV;FS;iHr)QXOKUKa@nF>Br zaG-ac_xlqagFVBhNb3uOxK_p0wj1$^(BtOo&tuD_%1lnhoLdkASOw}W)hmLiADrpc z6V&iU?g~`$`6s~$$~_4=lDs!K)*hqLay}d64+`%H`+CO7vqj{(+OVaF2uRsHp6>DH zc4aKXU&TQx-wMhU=(ifSUb-qXf->*JdL|tQ?@O2ih$)?>2-tpFcjVp$WGV<1`5NbvGR-rEf~xYX6YvRs6kDZB-yZIP61p(5IEXD>+tg`J6d<$F~Jn)MdVG zaECmL09R2o`I`J(>s=M0ljyN(3Z^uG~5A08pG#U{zl>;zqP+1E}vAjJ?r;O z>0dykA<+M)wQQAOsZd)W* zx2y9g@kMHp`uiRBgyq$rKM=BltiXZD>SKLXptK-wJo9F%m2|yd$%Y}iBzkWnsE>PI zGg^e)x$&vb6;|~$2kZ|3?)jLTs^gC|nb-@urHsX|bWr$m^B`cHCkLv$(AK_HlnEd;*@mbbCjjRg&XS;LOJqJo2It-ROSA6&hB3Ae+N=Bx=7<%3yn3orCqZF?a z9q1kzp`zJcaq8xi(|8fs;OZNTZuca4?u(v37N&aSgSYyRjiQ<5n8AC_QwY$K9OwJPTUTepcu&hYvD})YhfkLaT zP9h=3qS4u2x7gAu(Q@c|;QC`B_KpHbVcXl2H|D*I9YLllyVRS$eu`OPg=EmW1|n9J zu>G}G9bF<)+9|L%L8mW{*V9&jm*R@nL5)SA}nbp_<=rMl23OtL__ zy7e_uh~zjF+n?P}!B|(f-T0yC^}YP*hF14zYr0&zOVKe^#C{Lfo@b*t!9Id#v81pc z&>J zUSwBYXE1>85on~v&l_L%O?OKBNQ55mGrJhFbHHZ6^sNPvlLO~{=M2R{9@XF79V3q4 zw#Hc+Z>2%85c+3SFZ?iRfh*ktBfl%gT+yqe{T@P3F2=g-)D~=s0D>p$xpX9ieBbr4 zKv}ZmqVo`n*P#Lv% zxdaGm$+ESnpjn<}?GJF#v?bnHkTSB*+ybTb4yTzvaGw_m6pT|I3DgqYG73xzj;?Jk zPqeR0wtCsy3%`&lI(?b1M*b#!(h1g0pyi3j^u%e!P;bTX1=ye>7%`tZsxG|dFbb+F zr=3$GG7krCEJ_5X&v@i!Y^YpPr1cuVmRK*^d*ZbRM&z^8Lw1Izl^u^u*;tkI)Ev90 z_cpHP9*2qbxyg=;1wAF0UU+7~Y8~gv4cy68uih}(Fzs}Ls%EP*!nfmQ2ktl-Jb|U} zgE1W|r?mEJ5Y2Pe9r+5`RGz&BdK|9AH`!Z!rA+1T__R&s+O4T%FKksxaF+iXz9;<1 zu76oveyoXYDiE-2*$!Mcq*#g`H=&&lc{aaU>;RlM%r}>KfNEm-5H+UJR2lPeG*dYr zPHCCN^vu56^AFMr00VjLb^tK>bKc!P^3U9zzYVBCsd?#2#6XW;4j|7Fe_y{Y+;@j^ z2SjJ%rH&eSz@MY2g3m(7shST-{}UEBBIr$Dz$b&0XDA;=ZsbvUjGkqm+|!?`Ku2+Y z0yJLRK`eZXMj&sEt}hIE_4GR59Q6ZK;k-36cc1yM{MG^owv#k@3*SWQ|wv9dboiv9V}(6urrr)k|)SwhNrf(7Wi4UTO%Z^$D2 zc7ndEt81_Cdsx=G<@Y`5<~D{#h{1jQ``&GPEhH+23qOO>$j1ff_W@L%aIwC<9V$c4 zZSaGFREn$!V4$?efM&$@Gmd_e%rz>R$}Z_G6_R}ndd)qG7xhv~>}UV2-Axc>Yd+kA z`h9fTAHE0@>~4L{lV1(Wl%U0`X``>KKtVWtdA&?+V*--Dm7DBdYCopNatN3a9gg+| z{w$u|LUkZyTLZl0jY1R5TA@32q;{$g3d7ky{8Qm@eMJw5rfc&OFR<-R=KtC;^mxAF zfl0s6s%Tz?)%FxP2Si5w#gQKo9B=sqN};etfudohr|=2Z4OdgpMsFfVkch4CETdIA zh+1{qv3yCILzxR&Nf#+T_u|}GLY}=DE50ox=PvC^!r+KjGH!#?LN)}*SmF)G`GsA+ zr`z1qMSSiScU!BIe_srHnCU+_G_*jDm9`$r{I#hVR*u8{gu8+STIu31u8j9!W!>}r zVzg?6bWwHy>{u`qT&|(v~yT9Smmalxv_2|u^oP~s|57p9>*ByUhp+9oq zVxRdx1DyvzILKJRxW9vOvL$H~w&H$VkDiEs9pSd1y;mqC9hMFcLsqAAAVz;X>K-;_ zc$0DplXoBFML@_nI5_A%%(-hPt zm4+#w06wdNWq3=#kFcqI`yxTi;{hJ*=X!%NuVK zwit6>XWri?R6sTRv>yi$_ED`ZxK9(RRt=7!PK2Z8J>)9$<<>9eQ(fD~ub91~C&jAC z*|>Dzg`@g2OZvRSY9;xy?YJ}EOT*!C+8xHNfB3Hjvs>iA_BKnjCRix}<+dbuuhzBv zE(2Ii@Bed(VK-hIrl4EG^%+m-3YHiw8}}oY*+QwU82?o zI1n}#mXjW0a)2;uE{Q^5x4yhSHdQs97SRj40}9W*;Qm+-7l%)K73Q51BTVEUpyW>2SqC!bVd;G zr`TJ@q_v_u$>q+mwHg`ytKB+M=SSGVRTs9tyti;x#X4m?>g<7xk-c)eJ?)M{mvk{) zK%LBO#vbLZql~Og!qAtFTR6tKX$44Xt}YCGYJ5CYA>o@H)Lv*G#OYWJ&7|%#m2e`< z8^px1gam*(QbvD&e;zh|U*SN%O^|SmbO(7rSr`0!3vBjroc1?K)!4ijMaMr`;3QLM znW{gsC&%qwK^)&NReE(3RTor!>d1`v8kVetx2nhh!JPXQ|{|?5hSWUAY za{nX&1@@od}`28Ojt*ILC;fnvc+hcQs84^_Ubnas;(T_4qdo24{I9k z>N-MWQ4K!p=laefgi|ay?C$i<=^yFo)t|LM(DM`u6(hQ&1qsO6=fE#@(t?|DpTG`Ro# zSc+94OP#5P&**6e^m2297Jj;!a{r&DS$ztx?1ryUnT4~cp8dnm^_6=#daQ?g44l;F zZTp9)T9%f{wO;SyApQfyob=5e_=G>(qn(|F=18ITL7eNt8aNSY*h(4A%r&nOxF6QJ z^`?gX{<9wARtdm^(`Wo#-&!OQ7-=)6NP@17DJR6YRars~6gPx0pnqJCrjJ(O@f(R3 zMfWFIvC9=( zdz@x1Z~g0}hyR7*Mnj7Ec{_m&EfY1<2(w}ffsV;KN#Ml2z0UQ-=s~`8;gXSfmlQuK z^kd2T6d+(NPgUNy^4B8ifK6Ub4x4HNr`gZS+1MrFbn#O(4D4FU1X`y+nA9_Msgm)gDN zt}m)D^eUSxPZ>H~?C~Q_sbaLt->!ILuOs&KfQOd;BNYGgl2xCPH>~Q&#sq(~3bT@1 z2jwgyF{)wU+$#uia`8{~NL4{179SNBl`9SE;e|O#AIJKutlYBejMla(STuNzPSU#8 z*49df$c`$n>HA(@UeYgI0uUQEH&**+yLf>Nk%a-=(D3zO7wKN8qoX6{+0$PQY!;ve z_~O6V2V%`cKThD?+rRYB|46j`Lp`(a^0-QIJVW-7V+B_Bj0o^I#kUFdA#}YW`P~j> zFisQbz5{xLUU+ts2xAF-GVWe<(&A!Z;UxLGR&kFSrFVUEwKDmqYl^&5cv^&zD4_aq zPngY{byy}$!u0i{YoFE7J>9}moNDCB*7qiMPLuzGfh{f`{y4-kH??MgR)hG;KP@dP zD=uyyX}Z_Lk6By~1+lXFoHN7S8VK>;dpMUC|AuhwBLVt+E}RBzsf)Ih@LYEsI%Lh` zK9)X47-B1cQ4D#j1GmM@$c!gt7~@QeyJ()u(qWLx@x9cBh|QB+w^1Rn{TIziKL-Z|Y1Y3vZUCnhLh;RckR)$gf5S_JqvfOgfj0tSGW`dE zdzv823B#ye&6mk{=Deee{QwSBz&lZJ*WT`?WUzle6_Cr{sR8HdFU|qIkT&;9Gn56o zr8~!+6_6GLcRM5Y5O)XeZaQt{L72_8n)L_U_Ij6YPj={yV(C7Wg&XiNSG zz}Nq85UEd&4WAdp4Mf^~#gM1sW{tBm>*N&_ydo311SC7h!6f6kzsd}T*A^8%@7>J5 zG}3=q-v19a8kpBBxb|Q1YT}2k&F+~^py?#kZdeBd?{?@{9RoMfBXwZs2rQp-1NS`m;OL)x*{OP|HSS%Ir7xvG$pv37PKFVAX zL}Nf=e@IBSZN1t)ZZEPV!vsTwRkY0=cmZE=OnG)(d2+5^Bk1de7U2D$#TNDspiA7^ zDJFom#CN<>CI4xrELv-4+AsrFu`IHpF)vE$T@J+)xiVx!c) z_3`&1R2>Is-b`}<8AQ+k=QJh4PkJPZdG~$)aM}32t83vc_}m9!J#a|-ro~tEU&neO z0?5mK%%&6I?q=m_U^Z+J0RY>UO;Q+(PmeUDb4Z|3lvNjDrJAc{(QN4Cx@DMsce25T zA&7S7^kKs`H>vCgfX>mmmGOeOxZ_@+)1&+ht0&+7dSex9Wa%Ey=U!Qlr~Prd$G zn&Sq9S4x|d?5Wr--%?rK)vRBd47Mgb8X;-0QT37A#$L2OX!2f6wd(|*4)O!& z#3w}u{XW}uqW3IQpe3G$e7KI;m5xvnTd9|3*t)LvHt^>sbjHw63XSV9##~Qzw}GyU8|NO4wxFRoWbTJ_VLy1${Xh`B>It zisTvR7UnI(alwW-2pW zCV`5T?SRP-I(!AS2-HGDnMrjH$km~eFFlC#6<`bw*DS(VSFzZ^a^rA0v!?)cw zTB*MzvoJVAtbM#Gf*$nXwHH-p1F<&h<@|NtZ&I_-J&ACIN@JRA)Ki%E5L=oYQ9<^l znj-#R+EQ-ybYQ#RE5Dc7W?{$aa-emSWoZXPf~diyK_hY9o}GS+x=Cb7 zG3BI(zl{W~>e2_gyB~>8^u9569l+jkQgK1L5J!B5+`!wF9gNVjledSZ590>~bvVuMI zgC+_z9LXl4*-9I!y1|pF@=p2vY_v63`U~LeuBgGSRTR|byYQFNnvL+o!bx0*BtVg{ zJZ9HX5EXS${%$3!|8Y(>2{dEyTj`=gaDq3L@{#BI-bpBnDEJgv6A61^JtC7r>_C-L ze%0EP)l*<*wT;})h22}+%DYj3Tn@BF}#$l6PYw&P)C4G@Zc z!M)yW5D#MTI%)0(X!xA4$3GBs>BalV|2 zlVWHm>mzw^1)#Gb7&%Kzr3QUfM$GEKN~0t1aVMpvrS%4197M`f#TJ9}`rWRr$fUT? zYHdjM$&)f-=RaA=6K%P&!ev!|SUm*8|sX6=*Oa2#yBK7Zq}QT{F6Zn`<8-#O7} z^~?)`luWh0_Tp1-B^SqOt}c)o52?H?+>+bw3(w@~uAmvoETgFgFu zE0v)EMH5y9^Ym#kaFHtzZB+<^XY>?HPrKSBV~Z2V*2b{WzgTSM$7?2`4T zT`uH$6;C4CX8XrRHQssaxE8%|;j?qk`ndCImH>o?5$+#z-vR zdvApa$dq>Z_Io2u7)jqJ<6$C^8cGw$OzE5*sg#?mXa*nxxrTJBz3P*DOu0KjPr-6!hh+nG$-uxe6p>+_{p`o1AIvj(9+Pm KgHd}B`o91{xV0<* literal 0 HcmV?d00001 diff --git a/episodes/fig/input_message-new.png b/episodes/fig/input_message-new.png new file mode 100644 index 0000000000000000000000000000000000000000..2e4e40782e0e834f06d50bcd3ac7aac32922d5b4 GIT binary patch literal 13452 zcmeHuXIN8Pw{EN`NKrQ;(nX|$fQlf!h&1Un6cGZ_rFQ}rV1r5rsR4x0i&RMns0ac9 zLhk{kg_=+Tp(Wgf-*?X0=j`vCd!PH~{<%C)9+EKEoMVo)=6K)nj=`V0Pt<6sZ%~6k zAX@duD*7PMX%!IYRKkVxz&EGer+0u~r@Zvllt2}|tjoZMvkr>diXhOZSehf7bHL|| zFCLqDfk0QhPhO{{?K%8Gpu1e^DvE~wR_j>ki>aLu+-5`7t1F%tPIpwj5^_;f2ec0#njlm?0s8GEsWVCo{gS*lhsiqJVssB5^QmIEXUIu4$XAd)4U!; z)kT~ds_5GB%-xkPxpg%m!tOca%@^mQOqb+fgwST>3>i;4#1b@+rIsPtvE7ms$^?P5 zO~&I%+Xta?GmJi|B9`V1fXOkIHWa}0s%zmFKp@jtg|i?~nHuM55NL#(;S>n8dN~RN zDmpc@*Dg7K6}I=X(eb2zePO;8CH0*d^OoH)AWld;EOqu|yPl4Db z8Y<>BfNCwRY<3zcdONe9HRI8BW#0XG*WEUG*#x>{vM~0E*eU0~@$~EHk`FPINt2*S zP)?->h3Q{sWleGq-Okwh$U%PmBwL36c!U0!lU`;c%*-6g9=d0%kDf_}xvqkoQCc)dGXbf>_HMB;99B?2jwfVyFPGjN7n}o&d8JtnPB!4 z3~2zb=SH$8ynj#UFwJqi$${R+$P?bKLfi(k=_H^VRM5D9p7eXpO0cT~_gyEFMqS}& z66iF{KTU2AdKx*^6&?rt@M@@G1ET}4$PKh)fR4GH*n>)wyhtoUBKa9jLImS?{SRvXT zQ*n&eyG~|aOXNeabgxqndc&R@ws8!(F0P9R`UY7^dw}%HLqydi)p!IJASQt z)GDZ_n}2Q9`WSKbLlZ`L*=siyx}PewFm&j1CYfSFRo-%Z*y0C21@hnSk<6kh<_MU- zTv(yJEF{ekAn0dVjKsxt~~ z_WFgBKMruP0C(@sdbVccZ+kaXf=`a)U92h`YEyrOLWzSNr*R!is4f_La}EfLA>ODQ z2U`yQ>X>Akcip`3(OOsTGZgyu8!#ZnP7PUJh1* zaU`avNZ)mFTSvDy1cH*+nU~oFXp~g9YXf$1&6?_xdumqwhjmAUU@zES@LAx0<$mk|0x>-DOC?Ve$kWk#hsqUIcjikB`JykWAY!^g+#b;* z7F7J00|Y(DFRJ`x$%4Y7s0ufmeykIIa08*LPIVU5Oi?wT5)mPBIl23#)sF#79!d9o zUKsuLO%Uj*?B9l)NJ>bwLZ=vkApGvyzaH{m!}7n) zcx2Ol1sS|w-2|Mc>Z&h}Sd zR#BSw=0xqlc}J4pdo8QYd?$bA;Oct6byt^G;>)X}mCvP;Z$iZ-dA+#(Iuo;|`{vBx z5j3&cslD|-3~xnM?b3J#x~bq3j01=-1F;QP>=m0AQHS#tyyS8fb*UFE9lN`A_R_)u zGl7lJ)+mGbjWm-BV>qm55$6cM__MADk|beuf|yG)^=?JGRp29Egx`c{^M{9Q zV>)n=zSt<4+=lJ$Cjl$HE>!`Ljr)xfJK6!`Q=jCyT324;^_h+ys%DF!MJ#V@ysmS~ zd5MMvD~>Gne`gcu$V~0jq9vHY%l2PV-?9BMZ`XN6L1|YmeNw}F^AmY%-tuss2LFUj zJz!VeC*QB`JPBV}ChIpxOww}$E;NkQGqcT)Vi?VDZz+r@buJd4dIT;0O$ z%hzCPiwL?;_AX4kpAnp$=kk&Cw9V7Bd%%1n^K?t3y;*N_W^SL~Wss9W8aT==DVs^O z6K&b*sre-fU!zk@v&!zJ=ksl_>Q-yTMEsC%_8rDn2fQxRT9TIZWPl=_9OpQs>z%B% zF&Z`HmobE$}7E2&{p@cBcz%3H$? zowdD>LK~<<=xx_%K*nKPerf!YyG=_|mhe~c4KFv0*;hn%cqEYd=60@2!xr+HWC*h) zq-dQzOr4oS@Q>@!$*w%qZfu@uA`co$o$<8}vTUKmrpxh92wt+Mwi8L62ey+nmiA9b z*(RpWiGn4p$$6($dL>k19DObwbYEkd8pJ{_UbS;e^5)hXJ1?*)dp2yvI9_2M@d#RBPs}(bq?6(v;=6=3tGv_Nd3)?0jRiv+w@GuXHO#Tr@68#AY450aLlMc# zJORt$V6Bcub2kq-eW2T;rhl3-tw2<&oJvW&Bhs~}*`QJ5HA-P_v@JwP$eQ-rryYef z^_6l^(^fx9cMnl-=LU0@sF%u29J#=QIs?WYY{wCS2dNopw?^6Nt;V2zbu?ofclb91 zYlKjtrH`Ml#+lE7xt~1uMC-!>K7)@DJ>8|&qCe`b%Sm2} z?6NQ{rp9l+p7TxW$CMA4GMp4UP6E08eot6iR7Ow-n;vqWU$$ut$?Rb?8*~9QTw5~P-VDipM|7AzZX9~KSg>rJhD{?swQpw9tMphNl^e)B zHuG&(p0nN!ffBD+H%c7ROs5_r%`TD2dmEARE^tszV3HJr5f{##`yDzJO^gvgtyi$r zB4rn9&#{R+lTz|o;k6O~wrHV&rI zdouc}KFXf*%n<(OLb4K#o@2k#*&OrnQHZhq*}UX83WnwYW({{$i%5V#VZp!g3-v{$ zW_;XCBBCt^?Xu8kX%7mUSd=@sBQH-lV!3sfL9h4>D9juea_z1FL;ndy_*+KxFW~V1 zggfvYS7If1L&4LO{ibdV&h>uZijmL2i{a$0MEQy5i$FS;)LwlwikIJQYl+t+SiNV9 zs6{(rB}IBVcTiB*lL3at>Sy{3{Jtfca1okF&CF*2K3SG{P2|Yx$1TL$ms|zJ+v=BT3(2Pdy8X@mf4rPp156^=3Q-m4FIOuVV z=ekj8kKrkUGXrpexIjPCdXd7S|2*AbFP@}3v5aWoRfFVJ2z@W{LV?S&`RTkv1vdaI?h3F+d0$^SBC0LO%WOfrGq0N?^HH5| z1+`JA752&2!Iwje$Smz$fAf@y^WQB?a1Jc#!G7NYgTl*or+2#j#gT-j^?;P&QIfw> z=5g;NGPLkg=Lce4(WpxD*OnQ(*zwpFL3@q!6I0^;q+)-oM1yA2?QLXm6At0}^o!ry z%L^NPDFpWgFi567BklV<#iej zaI##&mm=EfJ4qa5VVrfUzt-ZMiO$LxbrLkaBc|I zkXDZU`g|pM(2IMZoO-Yl{9WnL@aWKpvG2JW;#`l(dpn(&lD_1e?9kFv^XHm$&V_FmqnCqc+N*3H@|Kn^dCkCVmuev4K#MkH8HV4 zLYuF%+*>wwW>a{bP))Y$V=Q}SZ(H6SVSq=erutl-N#RU`T`K>diay~SH?&Q{w0j29(_hpt z7}i=^-ke(&)_GT|?w)8^R2AZ!4bd+)g9ChXPcAFR95^2cKL)Nkhgh<=bV_O0tDQ?1q1 zmP$F3Z&_%Yi?VR<{w0utkDznv`0-K3Xr?alxVhOQ-iEKVm{jXEnnw5Nm)}mKxt-;- z57tm1EoMI{lhrN${j|@(>}#Hoe)>SH{ylZCQs(j^F&{O8uWb?XP)q_$e1$r+n-W6% zvc2iiX#jo3a_v0vi#Eyix@JrVOK1`mBN^$AQ8em8gpY!8(dMFV0eK^WZH>Y|NasNU zAJ;Gp%eq7k_5eq9n~u_AzsCpQ$nWb$e_r!eTeqssu(L#ecv~9n*HoZvBzbXp$#|8Q z_ttQEp{Dk_gNu~FCBTjV&JZ_zEz!O!j#4)`H5K)^kQ5LXw%^I_$c*puO_Rd%TfH%t z%Io@N6iwp6H&b7H2-kO=VceD5dsEKTAfva+7kI|j{8%yRzJCNe1uAmmp;alZD3Y*k1Ba+S*1Hl^;QYDmZvU#Hyx9%H zdl|9k?D_XAec1Piaz&X-aVcULFaCpl#+?>Zi~&xB``CBIhn&|u9_Z{Yb&vm5k+hF|z_mSm*jLHnb^^6!q{IY@ zp|AW$wnpK{zZNc3eJ2$Zg{XGO!mlwK5x{|=j`gr>C%&xw?aOl<&J+hR%Ka_*Ga%g_ zjRR|>`x@D~k%*tA1lf;TTDH8T#E=kM6QVuE1-=DCcW?x?cj)FmYwc4Y-B9$FH4?_Y zC%oSgDbFxHaaEx~fShq)lxxH1#e3sUj=6THf*Q;6C#Q z@kFCma7B^$3S?&>@opldW(wz6d|0`-CAuhU(d`TZ4VUGI^Nkybx;C3TIOS-sOrF2x z;8v}+Vxr>u??6&gHx-^g5G^&`))blSKjRvN0X+>!zRSQPjexl9F|X zrL&*Q(bY}d0N6FUwARx8Pr7CH?Fbk@;~PYNDdh1Z30fs}W;Unf3SS-0^c!*Y2Z6;V z%5F4+NtbF1aHF^>;S40sZrA6{jZE)VqrivLA+KHKMP@9U-1fx}iz*3vn#!*$fZN=^ zy1?qJ6DzHjC4S3xU^H(L^2G4+u@JYo&>o}@Ea5Rkq$e?qRDHQ_TGz?u~NKF zfs%~?m7wNnyM(=iL&2v{{aTF5)@$Z=!La2gx=g+Gf1*4CvEjrPl)%|#jbgCfl6U1@ zDJDgqU+(LvN!cSz6Hnsf8x_@CnyjQDDvQMSX#Xr2zTTM`uTfdr^}Lq*Az$Mf*8 zK+4BFFr#VC{uMK2=TQN7{w1?tt8Ie6Pos3Q-=)n48~CBh!5K`r$=Ijm{a=JsC{zkE zxcc7Lu4{ZyR;ajw3s;kGJzD9iC`&Nb`(k(RdJoH(L#xnOi_~;Co25X ztouSERS>c`;axxeHCdYU%H}y)-hz-jAu<&59|vpS$!`zIgYx7=fTzS;9~4-N+rH7( z(a}^^ekCFIn{GX(x_P`Y;an-)-P0rN^mwO1q;|J3b2Hw}Y>8cO+ki|{UQVXrud%SK z?K$A4!44q$V4l{5tX)w}VPZps@U~7+WEI4tfx~Z7Z#5vYYUgNsE`@ic>GLaS=%>jG zlNC_YZc6L!DC$n$j}TZEKJ=ceoIE$y1`<61gG#%|I7J0&=dKGc)J=1()KMIdtJ{L@ zzeN<0|1if3Q=K_;MmgYomZOLzV*Zk1+7C7jieL?VSL8BIDvv+yv5#hCv#X0!st9vR zqQMIMMX(kkE6wAB$eF?bl@g@=M|$(*HAvhXVBV2Y8T+e6inG~gDs#wvxM+Do)fbOW z_oNkzRBqlnKa9ocI@AYDACulb)3^j50wm?EYs~j}_=a}}iRZ8`YU{S21sS*eoW705 zfU}EsUdG9Q0M9Yp8Ja~@}xuX>Jkd!pB{CBI43 z5XP4LsRmXEw|6u;ra4B_?*CxH%yw~<8y#e*_1q`_7`cTy9P%ruY%?1Xw#*($X=7Ke z+Bmu6C+VU_i``7=l=v!HCD=DcBV1W;}B1+Ak z9Ofr%np%^4d8EKF^^)JJh$N5;KCinPMXk}b6i2NYq^;}Z#KidLe12jS(d%(xK`I3p z!SM9lxtl%Sg;JLG!UK}__CTtoVrmoKv8_-q(I)^HNexyE=i_3-+79?}F4;Jkc%q6Z|U!n;J-{@i}(udOt815?m}+I=r7f2j{8a(f&+jx zVFGk2HjLto_kj1p=0FJ}Y{yuIQ@XD7$;wK1)pDF2OYBj(dh@aYvbwT#vLFQkpYOZv z7pmYqG|x3|XVuWzaHmOVziHJ?`mW95d9ek#WGq3%(o|?GM zPOe;Vs04}7sn$qL%EU4*@Nnpem45C8Lqob zldtuPgsk=tUyR(F)2tcWqPoauyXc=%%|ZCRli^^R{>9eCUy#B{xCl9C%SQ6$-A+8! z&MS;_76g{amW{tp)+}=I!}PNy&Nd5?*L09TN_@KInwM%S&*)-nqUT1iFUOCDedK8- z_fHF$20gk8`Rwuc$NtfiI(sKeG!FN4cME;kd<&>J{}8Ms17`!qLvh9uKrNhMZA^kU z-*$D~zNG3uAFeXMH^9M4iBJGe@Bb|7pi1^1ssLj>lI92uM!(A;d{mS>+#ryG*8fPD z{~G&BZvBpZYGkO?a!Boo76Yt%=Q$T}Bu7fWDcG5NCY%{CwiexSTI#&Zwjf%HaWva% zI2|xbNaA8nY`(UWzII+#X*Xj{>~J$hIU^zbe#52d5P|H``6SVi;Nwu@>{@kw_^BDO zh~!qN2w>U=0aq^luaK6GzNyUaciw2-LP?^3N-@_kETOml6eG>eyE|RWjhB~GjF)wa zM`>?&pO!xkHR`y&{$h7dRIR#D^-XC!vHB!NA|bkp`3831lic0hbO(ZHGAd8^Jg>>0 z+HWRn(blRvl*rcvKaLoVW3&Q_Y78dH=WjAvLZGx% zOd)mZ4T6a_;odL)LRNsZZwWaA;Z{`!vXL?>_&hX`NM|4WqXl**BmvrFFN0tOpx~h} zDvcJ9;qD0jWX`+o=yvZTBLp#%Sy6IrnMI-|i?dp%y{FoRWHNT-EvOs#FtE=u$V#|c zM11IVG7u%d*PTAypY%4Ck(zd)FC8E1g+zFo+j{TyZ$DCzMqxJ3cI)guM!ztrM|Uqz zY*RbCdaC}uOz&0rbFBk9y9|>A*(~uPY;Ilz930bbH%7G7rd=b|)hB5vNh7?_mxU~| zH=7i$-k-5vJR(2%;oSZa{Z)AwSlH-Qc+m-O;Veu=rGRg7>D$C#yn?NP8KVqx_m z^LmG?BDE+01W~2`P<|b{dwVr(Z9k@!01jVET}*1jDgnyfh`7k1c#A&Z0vmW?VL@*0 zS7sOt=0~B`XB1XR8=<|&*_Cw3o78Cvj{&+zl9Y_j=B=Ii>Sa%7F)iP_gP zl6r!!eQf`oan6<&|CUY{{>lW5+9Xsy@@7lg0w<(jx_;WNojT_5lHTyyymddfdnYN| z*Y~nsc|ze)C)fTimkJII52uNNk~bDJ+*7>yB>!GP{TRNKv{o{CD-zy)OT&d9*N{Gw z;hFjl16h6{a>~${k?LlMVwo5FYb|=g<=Kul_RwKU+G8k(q>=h5o%JmXmiuf8Q~Cjw zY{3}NcY_6C6_$mc^Dl*jggWLG<7Hvn)_b6&$)Q|r0aMo09V*FmDYUD`?Gc!F1x?_C zMw{3&tdBs=S|8juK5-dB!zD=zJ!kw}|0KLJUfVq* zcXe~7uxOiQ+jJ<-@4ZaAFHG;(Y?X`HV7!ui7-U}Yz%h}+D1s~lGV$+kPcBb^=cbv04pyL?)GR8%x;d(7h z{=>L6o-MHASuf=0zPM)IzICC%@Z6+Q?;8ipds^%=qU+f&YHCS};O{5f_W-uP)h?Hk z*Xxs{1Z&+0IgmHdDK+)_E+jZVw8`y>xxc-h)x_x_S+?CIsa@^%ius)GJ*$u%qy5cT z=-S&==nm1dG)>{I&ytN)wMV2&XX%?KotxYxH$B`hX4FR^h#4uje0T%K3_M(?;R0FP z;_=0dO>-4R>-&u6Cc;4zYx3?hR;n(%y18>iQ>4}XY}gBdM}^O@pOojn<<~qO=BeiP zdfD0)s&PPi{3PH$hjH?L{G8LD)?zsQn4spPqsr|y3HOKDKFL!lKMI=ZC-mzHmsdlg zC#)|2&>w1iufODVy&iLfN%ETR_UF{m9NKiHd4?A>^pz21k;s*ET|ao|8M;hGm7_8p zfMeUACN(?22Z*)VEtw@U48;#Muy1li0-Z@Nafy0<3-&04w2w*fNVo9-M*cI}yWzES z4Xc&EuE>Ych5IjFyNgq|-}HvZEfmYWM1@z4tkU;>bDJQ&`T< zH-RDjESRU6U`aEP&nJMXkvv8)7}^zp;%%XH+uzA+%o+5B;M}3A_0JQjj&GdJ8x(uf ze=emry)eH2N1X>~frur9N)lT5;e|U#3x*Q(MnTBht$@+NR_5{YO6ZD+=XyWe`0e0A z@HfrKJYujTNzV3iHA8F1%2{*_zLPS*qG#kj@PMoIUgJ%+@941*C%ageB>4!Vl1bt(X)2H+sq*c5 zEq&VG$Y+&-39oLtmaN&EWy5_u73CkekNB7uh+~&mYPN`qQUsAv`OFLJPE@*%w6wJL zLZ-P33x@wC-$|ZX`V$8^%mVlP0ZPiIdyEjISAe`GGp#@=+pvsJ!5n*EsJcy?ohusK z_euXGalQVmK-DoVX94Ql>8x6NB8E=nDC+>M;@|smjB}8e6#n=dp!{Fyoqwfo|GvP# zYWVs8v;TLkP=EK#3Q(-R*6rU8^e5fDe?Pr=i$!*`$>pEPX&t^ta^|kBnFA&}S#sLH zRcir>N37b-wZF3$7`-=YF?SRMWUm9Cc6=RV-v4Jl-=_o+6@l6EhG}uzuhhb#yeH2< zQPkq1y~MS$zAew+(s}e}pks9YV6{@xpph7i3T|WoasY+4qlrp#dYO4$msY{DqbyYF zq)}F(EqFx<}C;VU614bbhLeMF~y)DCGC;3E* zs-9llo&_M(g zFQMhQIW5M?XV}Q3(`VF@x74Kaz85G7-LZ!pkUcPHY|0UV9sP(cnWi!s?)>$zBDHss zK3ytC4QmRHE@nA%CO)(kxb+-pHTeTQAlFP1tjOUiPG1&XU~zBas%)Vkf`PyC{&5PD z-`a~zIePzK>I^K;Wpa*Bt;!zlsh>p9ng+5=NTbXd%$h+|HC7|yb zwg70~$*Ywu)7^@~eeMTfcN7oD;nVf3l1U(ykY|t< zK~!P-1B|JpiIvLlrv>WgQKwdO0}XXT%t}ihFf5DCOG_bal@@Wh!Pf8ETe0X(I%}C* z^jSzSUd}I*{(9I1yuu;F*!6NiuZ2mL^D3Pb!Y%pr^!D(rc{!y{M9gn5gPp2D$2zpEBvNGLHB2 zhCJ-;RGwl#Rbve+bm^~ z`2GVVLwv_tB@5hI0#vRR_OAM&O`c6h-y&G@2Dyid1Ql+Zku=MvYv&|8UuS&SVG50D zVD`}3mAkc77&xAWz0%YWGdrJK?rhgH!gf_lOt|MNr_DZejGzDmto#l)ix>4thE2TsIZtY`1rYblhM97__` zqxZn7C|S>M0e&ML_#d*0YS3T9DaT^ly~U$sM^grIk!)S?Bv;YVfOBA`<0G+36GaP75!r|^KJf}WZ{T|*$S@= zf}tmyL=9us3+!UEQE7e0Rr^qjWqfsc8odf4K1$_m&UvX(V|U0Bj#jf|AjAKO+cZ+- zX#A#7%k`aw+10OA8?08ik!pc;aj>9dogCK>Tj<3drqR1p(yszGL<1_z9wN9W4Idn5 zYP7WVT@27_A3FDye5c$Cekh?G4bpu`tn(4tgNp=MWIso#m;XwR`@u`s(I|YG-oiGG zu}C!4kUruKE>60k-N=#CoEzDacPJiW{VgVPUUxbpJI>Xww06RJZ!&PRPr0p*L5k@@ z!|@Q??Rf<~8(L7w8$>;2`IKG*sd3a8_jTFpYb?VORYjKWcO87Gf!Gd2Y$vD14aL`) zPXT?e^m5h)#1Ed$&)pdh6SWLx98~Mid)xD}oBT=oQ+Rx5%K9zO!F@Gm|m@izsayiUA>EeUMz~V?H`C`A&H@-E4+6m->%O#HtLmFQP-r3xH z&H4a0QocI>xtLaYb?U~y#nO`ur*VIAHhWgl=K=6f3{x*!Y3->MiY*U2V(lnEdkkDx z)0jL;=wx3lInt_>CZ(U2>IIWq`<=q`xDle1a=nzu^n@ zMZvobXf(cO^vWL-MqP9@Er1jv5pFKFjUT9tJ&8N`pljEoDw?)5(z3Jf17Sw~a2zvV zQd$AjYrAZGEVEdpwjKl|7|<#cj!@t*dUjf*ISg~nPz z$vzIB0l@FJ04>}Z@+c1`S5j2zvO->^o)-S2f2K$1d8ncDd7FR(|fn~A>o8VgrU5z-{9a# bJ*IzW$T^3i9DM<10I91!QK?XR`tpAPa{AH* literal 0 HcmV?d00001 diff --git a/episodes/fig/input_message_LibreOffice-new.png b/episodes/fig/input_message_LibreOffice-new.png new file mode 100644 index 0000000000000000000000000000000000000000..c6f5199cb8935148813589fbfb571d65d9f5311c GIT binary patch literal 12339 zcmeI2cT`jP*7pOBGNOnxhz!yO9YH`q5scEJpg5=@C^eyEkRlx;gdV^GDAJT_5JC?S z5~P;^aX@L2PC!bCfYd-}p@xw6c<+7Qd!KgS=Z|Nt_n-SmR@OP|vO zBYSoSf$PJMeusO5KtKC@|L~1F$@qgns%?fhuABPXF42#yn4#&*t1=6()%f(UwEko) z;hgcI^er~=PI|NU;VUL1?EeK6HIPBbjQt|K%5Lw!p`xbFnxXW;K^9=0T!5}9t1M@5e@=HA1?!eevx(H16|N-;|KlmJpLf)!;i8@ zKw&@Wodks)<*f*Nc}rZ@e#4&bSD$LJdB@&J6fd(tVk*fyGieEp8C9P2g+oH8zGVcl zY8`&Bs-|$4Sg&sxd5&SW=oV;cXwJqVtge>?2=u<{!6(73w>#@co|#Xnca}L)-^l7X zMl2S?%g4A|3>SXA14ge^H&-+N8A#0L7-hyeWtR=`!}4l;tcc9 z9V$`|BOl(Aeg&1yGfjApMbqYkGI~Br9)Y$6tVhUOXk2u|;xhs}l;LF`LwPe`$~>fU zEEStFCHD{nI+b*6q>N9gR+hu^qi_=C?88Y-7AI<|>Aq=RgJ$4B_FNw&OHo@i)o$Di z!?bFIyuzkxbS5g8jIB*mxmz&If=MG1I&{%vxhed}_rYP${OyHlGzUqrs9SKV0b9$n zG9`=u;6gq$?M-6>tVOn-+P9k#vOAx<{H=e@YJ4rZ!{jmuL`;?_`xz{*PYsrR(QoHJ5iTaj=(zWRx4%UxQ5R}!EQohQIQwL)8ICnAb7 z5c&zLTNEBwS~j1dyIeCBdpluyq|z84%wM*RIs#5J64M1?GEjmKtBYisyOzF%*jJ`+H;p3%FFf0 zF9x}L>)rCecFD~qDOv0?ocTb`$@O7E9Y1)`;)PT-^Fo(R*WWi;P+CL29*`+0thMB| zJs&qXMwwmkLpEHs{!QJ+ZFk%8yhjSZX2@aSFdHb_)Tx92cy_$vm6)ng1Y7+t7V&0T zN?~uvd6F+6bUsi;TC5OUL*f;-&_(eO zs3IrUOXUzK)5Z+5dKd&6i2Qdp13L5H8kfU0KR+;UQUnA#)eDE660XP9)0i#W1Zy+OuW#k-!Uh4U- zeEri<2D=1!ii#5;<@lXR5!m}{j3y1CibGyv2mYgH07mSd@cG@hnA54^oWsD_regrKQDadlBWO!eA?XWQy%VZ2^v$oW}wJr{`Xx|<` z^B&=;WpYh%`$QP`Wf!Wh9{N@-Z@M+B;Hc|pMGSJcF9n$B?z0GebJ31j2rpoZ%;0wM zlr!qS+p5JCxIy$U6TV9$(}P5-l%rS0`(n)Bz^OMG8@1gS(*1G0w{9DZVb+(@W?o@5 zDZGA-QQ%~)1PX-d%M!?IV#wfL4@M(B()vQkp8wX{?qIojW~eD&M828E&@ss?J$_k* z8ea8{0`SgSJ6)mviiIkV(U}NgnQ{AZgO8&*8*W-*;w&-c@T|F+ zZr^gJ&b3x8*cr|rSq1JNn@um@m_C~*j7IIWBg|7(p&X(_7gd!q*09yEjAm@NfCb~M zjPHn3);g5DOGH6Sg{*j*NUUN6RfT+B{EZjA4$XRn+{-SxHoigfJF5@tyMhkfrTJr0 zjGsK8`4AVv&S~t6QzB(gca(%|C~eK<#O?0Tp5yoH8BxmTf(P0M3Qg!Ws42yyf{#<^ z9JSE>VBQajTWm|!gLeLXN9l9DIrQ;{pag|?!l4?~CDyfS;*(=zwcgy-@mlYPYTry7 zDupXM6eU(KB!QDI9(=#6FWwttFIn*>LzSv8tn;l4!V8uO5kxFeVjsRnP`9VzAS_P* zkYL!RnP1xi$tJ1jY1Jt+&4476lk`GD6K5@j^6n@qsY9MrQ>1JG9ki=gq})+$sBrx> zbT?4V@YMk&9otdM8UI1o)yYpu`2L=y;qum)QyPkIC%+}6RzW8u1WF@ZtTV<(BGr?G zi1I%3e|-MS=q}Qap8KG8C%VdpdT*uWx&`r_3!>8-uvAWnRKn{sx9ae?kddv2F6QC_ zJ>#c#q2@^?tPg~M(b4hbV5M7pq$q>+@Y|*gjk{A%)u^<7Jxc>G-A}%!0bK!0wM`gS zrWc57X!8~Idu5dtm;EGca*uNhPqz{rMm*dR=^3 zpX@ehQk`Mh|D;gfRLCR+->Y^klS`8-b8YHNC)=(#S2_JqgXK4S8Ny{EVG$L$?VIP8 znAta9?RjBQZLZiA^@>LmP12N{C_Uw6m%@{QPj1hejvi0OcON`*@`MV-S!U#IM`{&V z>S;x)cuhe;63)KMR>E+(TJ?&em@Ohs8zz_e4If=A5m z{>;C31i7sjCy0bTzbP7W-sWXdVGSMoYWDNnDSd^#{X)jK$$WUj^W3RyNN=xtV8Cs= zUkZ@div!YD4VD*Z1nxsioNi@f_J`ss;Uz^v^t>fuxOOgPM_uQWYh$q(XyZl^Q-7-e zl)}_%C4Xjv#)-0`uc8kGD|*=ZMxtKIP}{nxp*>g6BVN`K@yDn%ykcHi5>D}=@*OY; zi{x_~K8lBA!OI+8@<<+IWsZ09kWmrg4BaVI_RL2*+0UY-J6&rCCPV3znCa$-WcZUG z*bSq8&9A;?6KFH%YG5 zRF$EYfhK~Skq7F?WY`YlU7WNI!ar+EEHL|*%kGwaL)r+InT5@?7bs9E5lbBAJo@^9 zuj8F;dI`8;9%?8PHs05h00ew(tqJaY1bO(oD0#S*b~``u&+m8tAq<>fO)Cz0brZHH zH>$->I}c)O;Gdt*;s;%uVy|5DzWDE+{qI7?f0VL;jc&#L^?n;xIb=7~5ZTC?jYZ3( z``h*jfUfcG4M7MsthbOvLCe~ZCDIUofY)E{-}i0{+53}mmeH}Z80Ra`Fw*dzxeErS zbQ>RXHF*1dnsz{$Rbz1N^0EgId3b(Ky_mG*A{HZ^GOkM^>c&<6?&VhLvAm?#M{2## zVH}!S}R8YrK7XxWIEtz6J#6gr&?n6Ybu&AUMn?E zdhL`|%-7KTo5O7V!{=JF#h2bRnk?Gh!+*PU&nhh%2@FF*+@?hm!SlKpk&F)vzO(h+{iYNP4-sMXyL=^_6e z$Li`4RCms*9RfY?aisZGEL3B)>L3C(9%z5FpH_#V<#%hI#NM(ohZCym{e!h-!rY-k z@Pmt?nAt~LamXDrwcpb8d^Z<|_fIPqU9c#&oXCgaSZN8g^VP02MdZa7Gnj=!eDJ06 zmSw;d>actClcrsCV=Nrc3Ho4$Oe*Hc5it_ruC0`N6*@o14f(q4I4Yf1hS8rN7TK%6 z*%?oZedYX4Q)(7o?qn9LpNyy?XH1REZJKMbE~bYj9Y_*@QXHu#!OlIuLP#0*CdpL~ zCz`@TF!LKNQTYTkrwEGkJMVLpmPbWYPP^21dDP7K7_E8!26{JO+*SnN-a>L!S=n}8 zK0HqBOI9PayVh^4s&Yl)vL#@KlsPlI2(3kRn~w_)3j>9XlR)TOUQ$ry#bB}O*Sl`7 zmp!%O%7WM&601pnx@6i7ZdV_{^xoTE4G9*9kLKK#f6?kj9*}IbZ;h?PC9gSn+`6Jd z_Fa0cWIO16ZEkPeI-kF+`b|y<>*!KW&#dN0#+>5`PcA3bsH#s6j zW(Sr#KrNV?W@(LcmJWqg+A%Ps_i6xNJTWUCvm(YBE92G9R)(d2!`V`wyPa=L7_@m@ zlW?phRw^x+X((EZP1B$L>A4twpz!pdKa?PN3kM$e&%qf@(MqQADffPJ3z`(X0Ekz@ zhI)TN_Eh$gxK5x?o+0eJq^u2;(KjTA464Cy``a}Ff=|xeign27FJl&^#J*~}MLqAD z-kwGpTq0b?^p>{W_Xt=hBV7f3I_0Ti-m^bt;X5Gt{vut7S!gc$jFn0?KK@*5;ruDE zW5)?zZr-%(t}&c|Y+hI78C`ZAD7d};$Cw85WzKMGorB`X4%-F-;q(V@W&mos%ewS&jaFQBw^6-kcP{|!;cH}%RhAiDn zAcqLHCuID6PTgx*n~*1s1vBy7g~*oQ7#+P3VrqWJc7%lI@4H3_vM;fu*zAc#j*}C2 zrrNppbZFKqMbHMJPjDjB#q_ZD_Sa{PZ;l@f+ton6Mbl1)$jUe9EK~?#<=o3{!-mP# zvy>NkOF~m_NoZ?!?H_+WZE`&6;g<{yEU+338(gbErd{@M-L30m|4^dRvz!KB`|H_8 z`ka4SQ*36H(N*YqbW$R+1heFp^!UK9R-LjOhN{eT-Lu4r#!XEq_O12au*d`vP za0^U$_HjDNR;BoPKWnoUK#wRg^Lf!VE>LFeVi`5~;7^JnLK12YFGAN8$)vIwKpd3{ z-|GZwT^g5eFwKrqb}xTwm}He1vXn3b<>}fC{#6+xbt_}DF~lmmOQ$wz!`@%Cf%lZGv_}6tJ`yAP_hXz?nLSvltLwKom>E4$i?}wuK>jG7ZHj0e{+X_6p?=lDE{`~DZydD zC)GVUAh0@mN<{(`R;RZK z9EKIXvp`Dd+ZrpiPT%Kp=#D8iGm&8GOlMjrf6rq8{|rc$eb*V_fqgQ+Z~L3G`{bk2 z+F$7CA)9@ZWL0FwXkzhnwD_eKVI**+AK27HPV-4F6#7*IP9BfS1`U88Q% z=Tc2_o+CfV_!U;)m$SL#xjf#W`#at!9eY&AO!C2#rp5H-;8}$yq7ZQ^5MC8UV3TF| zFSVUAXO?MDk`I8c<+vUjPS^6=?UvP#r~yLE-DMX+4UJD7fPi64){>R2f-fj#Zup3& z>0;_|2K^mb`jNrMi;ys?nqAWm3`wH=?E7G47?oCUSLf3~-Vo%+YUBsS z<7eWfz@G1TN9~dv0pV(dTV5B<@SR!)+}|4R$y4K&IGJUGm{ZfUG_|$o(}W|?KPL*| zQ??;HjyxMz8{aRGgSFWB@9FUX0eI8J2hT&Fnp%eAX%#E#&S%dfvuYo9OYs?yQY+QDxkk>@4w9ZImZ(fQm z!sV3toU65e`4!L0Dre}y1mmGSMC?aq+yP2-u_NKtmVEuUJb8f8x!&_`yX~)Vj``B3 zBT+#&k^SIaVEu0M5o1S}4EAGnN^*jo=l zbaRBzom~*5@d z5$xR1)tB*0zwU-UjyxuXW%Gd$OP|D$pF5%Z@K49QCvQxL{0Qnfbm-_W@xfGs|4i}z zW+b2WeF4wl`Srt-w{(C?*;rVlNL+G?#;J5qG)L0EwI^`d{`ATrTc#(4yP3O;*31{P ze)MGYy`8>VF4~7B2gN4VraLCt7>utv%XeOp25CkHw2_dMaVag|&wl-Qm>*zBB(^HR z&tfF6_AQM!jKaj+$7*^bixhtYfiy)sKLM!GC7>-o?J3Q@*mJbX!*hFOBD}K=Wm18C zN4u+NXRGtm6xua=K*lIi#k1_Q>w{y^G`m#YshueonyEyD+tmr{kCQHaoq0D$ljUtQ z8pRHC9#fU8w_%-^9NLaoqnU%!oIKS0$;5h$o5S1t9vmtO?3TVTxqcv1V}xaB-r2Gs zcQ^Gb5Ck%E#IK%g0;}r) z=Nm~iiW>lWY3VNM{_~jt2PONfx;4E%V14iX6-&VMW}H5!PP9VyR+?GkLCYJ|#K0=( z`Z=E_ZG`VzrkEYbHb+J6nhU{AlATT-ocWGLFq>?aS));&z-Gaimg)SOflEcsB5Bw5FQFEg;xedY6qqTyOLwx5EOacToyr)|J)ob5ZAJeq3pO z0KiLw*YiXCOetOA$;ddh(d1+e*kIM=qFxN)W<4ba*pQZ4fonig(N;7JE)h3Ty%{3| z8COPB6sX1Mik-JKE_C0hy67c_%Vo?C&;yyoq^Ugn+z_)C)HEsT>fIbM7rmP$DN&PR zubRA~;nYF=j1c!`hr1OPYp{_k7WpEC;=Y++mBTT=F)CdJZlG)wgO~R}&cv#t!-XdJ zUA!5$3%ez+O|U50#O<0$apefGa4++`qqB@Tvlm6;7x!B5Dc+Maw+<#L?p=WHJ&2j1 zQNa^ny#h84Cf0LJ6z0OH!O$^H_gGnNHMLK^$Hb{zk zg%X*{nh+4;AwVhprbGE5fox|MZzXn6>+!c2T3ch@0JpwI;7$mKwh>c=0XkNzsta&a z)@S|8doQ83Ku(8rlrEcxlo|rim~E#1Z_qH)Q=T!?-8}k9>RXb9ElOB-J2Pl!Iwe6C z6lQ*vvsg~AyabtvNcZ+t%aw1ix%=IJg+V6xKp&3(TN&aX!+{lFl)z5=RN5OaP?+!P z6D9mvM&KmOUo%>76B}BmHh&hilqY!B z+lLt_zzi{WRI0{vxy)B$XAlGtYLcE?TfD3%bCB2`zgY$(ht+<|wn)glH{g_X7UVrb z0XO~K8{wRQN=V}|=AA$t2eUB!O9bp|fn$<$u0%1!X}FnBqgj>}rNqU)?n=`YG%8h08GL7)J;Lf?i@`*&Z`JSGd@;ue7b&kN zTY0YH0{r%An~;1Is^20NjJZ4M^4oX|`^rWn3O-f-ZOI!^IaRcy9$L?}lNP!oqu(hJ zYj3ThZq%Rui8-)UQO`XW#CjSylryo=6mXQgdi9)lEDcw=_p4WM<$8i6K(JZiVzvd( zEj8>o&1IDtnTxwqsMWnnz+t`P4I~hwPib_7b^!9b$f2@Kk)yn(DX{ z;cko;O@}*`_f(jhwkHqIR%CmeJ0q#z8Tv`oVmk^>?eTR>tLz5M9;UWoxT>jds>uH2530b)Z5b!TIMTfs+V1%o}h0Vu2lrRM+^VOaoUDFD;Oge^leE?^VCHJSmogP&|I6%BNQxZ1#o z-1T!Jd<>(kmAb3ODghwvH7JM?DX+~0zxJD>%xLq&{w zfVwG$FIM5}g3c4y+v1RrdZd?S#9!pM=5zLvdFU>2ZakZxcti;k{nYs7SSXL%9`BAd zup{Nmb8SsLYF#RgkOr5M;l4b3lnGX`*jRypbiC2&;pp5jvdN~ClchR>5an?>gISI( z6~ZGCPOr8I!nq{SM5rL641Nabv4cGPD`gsZg)1?Rf~N;c1Fys zZeb|U?0U-UN-l!5i@ua#HjXXrEz6YM-mwH_ z%Hl3@z@*VWYu>u`O3yO&rrj@H*E6}MJdGjiDS)yd_$TeNr`_sjmXrd|I&9!C-bp^c z$}sy{?LK^eJ|)|3!mr2w-P{lJQ2GU1uYK3u?auKFp@X=U#Nk-><$^n^kOrIifXP+6 zG%L}%36;zBEhR9U?GY!8tsfn|@6o#w1RZ;q>oN4|)Wnu#?`Y)xim~&RM!5XjMx!~e zY$+EFbEw5tJa~mr-TeK7Clswb5(bI*^fKm2sXNN5?v&&l#`~zMtX_<(TTHC;M1k&_%CYz`$*$oZ~U)YQvNX({GXtq zf34%c*75HRP5(MQ|G#ZUyoXN5oZevpkZvJDNFte?Mc@0j3T+32u93GtB=x`X(viCI zDC|2td#aZ_^WdMgsJ%AXe=Yz5so#o=*Wt4J6TCp6%zHXO-x^3=n9}~Ay4n6WHvfAI z&(_OtL0MC+apVI6$7+C9I2xC`914rbjs_ZUs6tYj1L>$1@%H0BYNYU8TA*_Mqd6}Y zh0D(5EXnW|j&Z~7ZC-6rHey&*lP;9l(W^S*_oE-%P_iG}C_125kin}rzt;!B?q4qW zjksuoQu3MtSH51~>bs*_yWS1KWiCCkKC(gBKp216pRH7_O&iCM(jYDcTC+lu%(6Np zSvFuU6is%7E&1^@mmy|Chz>NjD2aJrmeUH^?@jmay2={!?uJHWnrrd_-9Nsw>3+6q zKcv5K%R)Jpgu~(-LG0Xl3{fW19uvX&{wf zl?QF~)3dO4J;OC8Pg!gtw&!`=a?Tg6$lovptuf2e3n837WI|(bBC};WiP`7DkH^`P zY-EOg_O{b=yuKow?dn z!~3@CNF)`%-kV~zLK2sM(~p`Le#%(S*m6)g;{34g5E~Cd-MZ>YWM92!ldGwaZ01+U z>+}jKAFV^XspazSrAx_Zp&gkhrG|82pdjusQ#I=89m*MH1aAQiXyi(_q0QUjnH{jC zI7Qj|5N`^=yteQVZsB92nXYuEO6|8dO)CSX^~;T%vF?z~OJLOGM+awKwnQAz`mn7g z8B13USv?Y}%@NT%>1+?w;MhsKUFlj0vUAGSoGntOJAC}NjW z-Vn64+kG#`V5eJMCw*Q4>}l778dx1brC+o+P^;kemYTdJ_$HKMIKI4!lClCh$BkB5 z1ynk5tx(QC33cy-;%9wtpW(9c(Ge8~wDFXd2wKe6-!8A`)v+>`8nE~*hqiXDJ5nDW z;xL!RA1kI88*ii4eDHZ9qeWVhzupNJDll9F8dE*;niNeoBae#TKP=Gc2c)?Jm`=7u zk%;N7=eNm64~EV3qn5fmq_yZ*A|9us`%eQScpSX?NsKd17_C9&aQ+kyF?Nad94Z_4 zm6f2df6}BEe)LP!{Ge$m$hh+2d)YNw0<5y*`^LyfS?s4Ci6)IqE$^iH8pATgu*KP2 zHKHA=AJH&$H#C3hJ~bh(EA45v8SL&-?qX@b$is7SaoTIYtFh7ZnpP)13f@2)IAft2ce;`%HN15*Ej9IwJW9j|TlU@;-&?HEEb+#5Tk_jy*lu zzthv-SK-qCMphm(tHoHw$?&#Yxer5gBU6AL$8XYFy{rApxj%PgWgy({vEv7f92?H) zSA8}-uP={~S6IHmN6ep5P1+KW_W!VzqRhdvYG*Unp^sf#+y^!Kk#qhrQd)yDMBkT|w_yj86bmVt9pCi*c8f_(CBBc*gP)Q9=J~kh@+_xe9CYJfg zSX2Ln;4z@!_7)wf7{E0zaM^Y1iLg)EC%YxtNu~JwUi8^XLu|HPu^Ukpf+z&b6#KY) zqiPNamV_})1gg$mnC(oP6%KaJSzh+y%f9qnOjj@Op6RAp0A^AISFm^T>;!beb?C0Y z>tN;UW6Ar!x9So3evZZ0b*6zi`M;aZ1gIMke++y{gdFm?;(Nv*x*!pZ-d&f|IKtd6 z&^70~TPIwzHpy zNLkj^th)m2n{Y=RdX}Gq6sP`}j-ynL&k(Kx+Ln*3R9SG%^Y!P#^_9}1p178E1lH*< zw`pz$NCkFi8qAX*S+)P(ttJW%_Zw*u8I?I;iPnCEfv)bZ}K zEKNufDSmsm!xsU3IS*8~;@Mf!yUWd8n#|%{;q<7#ipHJ&snADA&h($T!W;f`jAOOm z_015e+ku{1>p&OAOI>zPh43xZj26bk4gu|V-^f61Qcl0Ou;%1~1+#KRbvd-0GjfTy zkMN6^A2~JeuN)LevD#ec0vZ|doBsMe64Qccow6&2`?kG0wU7H*%YP-4*P3!Kc3& z_hG)+B8V0yI-`sfu@fyjg6J*E7-on*3=u&P zG1^RwPDGiE(Z=ZRvd=!}o^#K6-+S&K?;r2;+&?^?X}?*s*7|+EpZ3DUNQae~n;8HA zR^2-{O#y&z0sxLNFfoG9gePXc2mjIeo9bK#P+xf$!3W3Pv<)zBh4{;!mv%X@V!%|k=+L0aX_fCyvoU<^z6nMPHT!-TNd48;v22+~pSv$Otlrt&39HSS9w~Awns+@^t=io;59|#vHa6~)mE9-JPpZpG zWMyU9p9X-pN&Z32Lczl6{M*KV#H1MdAc#Q~@ZuJUv3Ut!HdhRQ*O zjF=}#D3XKLLS+a0XM!U~gt`CGBqf3p7O587J(%vc_PxtzaiH*E zr@U@rsS~o9;1R)j)#_Co9bh8hyM^b*yyj}Mp8HY%rEIiKEr0gooKZb9`}+(zjwgWJ?3pz`yC9TB{}hCx@FoMkmXx!>q`;?- z-Cb@3*BM4y3fFz>PiRHiH|_I*K#*H@=mQxBAd1NG zgtpLM;Pb7*De@N#pGts8!}E!AVl15reELPX*(GB@e9V-DcB`t(=T|PLu!U7sgWw)k z;<|xFL?FNypC%!3^GfL4;QnSUXTg7fgufhgUiy>Z{T=G^#-K4p+TA8)f0x$SU!c>t zI9M!fwp37;0$ws`iAo4Z01KyN!0sk_eX@0^B4Rfvc@VbrOCx6HBcbYko8vuZV$$&+>Fx&5G1Iz_L2xxMm{{)^mi-^aj1;Lf5`) zz!P8^J4<)f+_9daY{NI)jmsTv3aa^{I!qudlJ=M(sC#zk4=#c5)@LWrkBv3>CrNK8 zL_fIvETKjUzTI=sh;aIb3G~W=Pr_)+;|E@<@V!}q*yV7%XKwR^7TnBtrL?;7K`*yJ zMY}=}@mh(nD*PZEt{lGgsLp#-0dAisu_W#Ft--&zMO~7E1QW4G#+7xxQR_*r_)-xU zGNJ`F5s91=cU;Xm8GQ|4H-oH{HYrB#ZMo?AdV72OY_H8NPqjW>o{5z*Dhe|5uzCvX z!l=J_dE?IWHR_i%+3`3oS=i6HR2!6gTb=LhZ8$vnqrAhI zmE6%9#vah_H=-I=>!!vvSnPPYRpl>fGh;tTs`j6|_hqYtVBG_Os*Rycx9WXoVPlis ziY?oQ!M*Z?Ex!d~jn_V-@K`o!Xg&GNIOX}wS^B%v$SgB# zqJGyPe$^RDtnNxAtWz0rilr(YNVdpqbr`wb@_G+MD}h_S)Z_|2&~VUOJA1BU&a-F2 z$Kdfh?P_g2O#JPWtswH}aPaN|&%ihZrbd97D0Qf-vU1uz($0G(MHDpIa-X<#TpMww z5_Y2$(04>2baH%kk`zrUYuNjvGCOR!Q6Q#o#GFi|T> z`v#<&wYMT!-x&S!LXk)vA`*$S28-7WG881z3gpUD6Ik>MY2}L1wl+;phLb3Vq$lqt z281tr;GS!0NE@jhw^1xNW0JEcREM|;_AV)Z8tBvMv~ad2^BWJY_qS|*>T|4KX4aID z{cK}lKrYxVDgA}nFF9k7j=yIVKgZ9biZGR(Nt4ZL58Nyp4x@AD1znWAeMahave4&-u@jyU_NRYH&k6=B@q zg~lqRA=R>eEp%N_@=?lA-Y{?T3q)w0?wslFZ>oCGyQa!8z2)PWoZj=oxYjhc)TPw< z9Sp@?{WziT7376Hwi3Tzorg{i3Ne@5U$Sf=Iv49CT6-235Ba;BTldwZ2U}MnhUKC2ng7McWJ;jN_Z3=zRmf~C+0MtSc70$3QWHA)WWZs8!xnb^RxT3 zdzRvZZY$PMMkfz8T~28^A`zV|03deb4_asHe-aDvylwm@J&d#PL2e~(mI3&466y5{ zl?-=dUvL*BUk(B*l%Yqk9D6IWtw=P zy>cw7Ts>^Fe!Wj~GRwDvtLx1Y_F#v!ygi>2Ov?FY3R&@s;{X!nEbh+0skxi zYC4rZ4L&^B_t{wJ_u1K4?0R!PfmeCviedWq6iNGZ<%IL7mID~A1|1>6rK(L1TW*-& z8KndEb%t9Ty$F(o;o&*r=xD^9+~%V(MUj%?RmLSl_ARU1;8P}H?YN79K8~j`$Sc&9pW6k}Ik7rWzAs-Vu zgO|q^pR)-p(`z!VyNu(14rMR3ceuJ!AKKd3FhA{pyu?>Hcb--ZSTNBW1WX>=`ZTof zFB-%3I$#3<;|@>=17&F#x!>oC;4NK&oFQ3ii{;_QFo8(bkd<83pr3C?>!3NdRSygW z9~K*C{D87OM&%NyD@quYhjV8Fm6V5D>|-x;-1^8lHfXF#*5AXJ*Ju~Ivz`|=+R%KF zQY^;`ENm7^MRd&@sf5d;7BScfvC|F=*~jj-iU@AiJ{+0pTsL8Z%q`CKq;f`@>i6J6 zm~0usco&v>JDkcEF}#|QO)ZoOY#0k^$kAgyzour`(GuqnxjlEF0_3VtLi@tTX4+%J zo9$U1#I-Vzth!g-;4 z5R=m}|24~&$)UHP)62_i-ARJkHa^C$dZBqoI`JUD!ax1%J^Yz>!8SvTc@lI$JQ7^4 zBA!Q4a=qS@X|`!{5rVdMDn-*F?8*mfj8HF)Uk%JItg=@Ky2u;4T2RApXel-d>8EUL zrJLXrofbkT!`FMGLx0U|ElVm3XiPX<3;YFef4FxxQeY}^h3*5ss!xMtY+9Z=pB?sf zeLyQL3x9#BvIjs#q2}-XX}we>-ctWGNzB48b!)A)rC&X-gzQFvycoB4#GSc;Nf3l` zwa@&s0{thByhRtUv1UBF*{I6DUFT9(FYuLrRzrQ&zUv~8%e6w!&H8{mc$h67F!y7a z42|BN=gqQ{|{6@Lc?Oa-GmR8qv0=oXNB_e>M3Cq71}zUr%*JeRm3U6p(PFK{(&!Bc>{ z-Ek=W4zcrgW2jkQARii=W*};$K1P4ybiJrqQGHjEaAUH#rNwZY8JGE?G}rU`tEK0H z)SCV0jTAv{DX^st%a$AGPbq&NvXB-d^K)-|eZSC$@Sb|nCbHgm%s*bgZq;wrv=QaS zMB?t44ZT^{a=1^CvJt&gr@x~dv$*QteL2!+aqif{B+~?A0d7Br?NqS9HlFfYw6NR( zON_rL{V|?bc_0R@a1gfnQ`e_ghwgnK$s%}VO8Zc_ALQx&UidQ6_4vf= zhDHh7+Arvg<$`TFf z`|=jwVBUAPhey%JF0YIy$YiL^$V@3XCnXh7)Dra*JTfoGKF|!@J6xS?S*(%r2RXG zK3(i0HjK8D^|%Sm8TCVFW%F?u^kSA>kB%l!TG5mV&V|nsaxFy#&o#JuOTu~jW3;gO|P& z{p4BFZ{2r~AoR7Hk^|y=#>{&UC5_TtW~V}r8!@LPtWn7jq{VhmMYz3Klis*+qIK1S z?G+YM+4+i@KzzdE>{K5XH^JB<@mGU_St&lLNED{@8eF1JwE3` z<8pjdF^(t9d+o8D!e;AceN?fU^{lrw2^j-lT&L(3$^+hW)4Ou;&L6*e>?o9p_8jvz4*PJUDla zH2DG~FR_j&&ud;e2Q<4paYeKbT>PD*UI%D)B!K5D$9vb=Pa;Q^e86|SFqTLowhwt@YA;76EJ$wy4hgZoM$3Kwt z5MH~K%&-`GKV8ZpXeZJM(_KM)AyPQDw>Y2IIS?WDjEbiQa4FrH)NEF7Hg4iybY)MX zzP0vFs%Zvx1fJBjiUb@^)3=T5G*cU0^b{BrS=4D&aqsbHb3~(Kt>lR#lw)~(PVYO6 zU-rQl5j7*5hV7bW8)!Lv&kEMeeZ}DIRE~3{DYPMoNw3CL=w*%J1bD*6m?kueUa#d) z_QQe?D(V{G4Pp6>@b&fO{orMhkx|wQQVu^AiOf+rFFi98_gCP!*?Kkh-Zge|i$bjF zk#KBoGD)|1>!tRrJb@GG#`VOaC$Y_HFi<&iF9aTzo`Q6J`O#%*2yx&$IyyT3l0$qi zAWc0i$SKrg?gwGV`&&h;`rb;Lu(}0*C{ggUXO9|3%vEb|`g`{-h3s05LQmHVwS1#l zEI7=BHH02hyg*AB@@K)e-TU%Zx~nFe{h}BoCLVsq=<7i4y?%1KC0%h(==zWC?SRIP zn!OE~n>0v$94OLt`tH*1-t&ZsR4rkO7Hg~h*2U#iRaIpPf@~56cB;p%y%E$B^U7Mf zYuCWrM{9cbcPJU96yUt{0zpGwGL@2Ki`HM5bM5y|5;opcx0kS7k6G!jFXChg8n+~! z@2*vOz=cQF)YO<Fyv8|LpCmDAAXh*~<_;n^nE8Ar#T1}KOzwzi2bzv9Ia z=ZmtrZDk}lt9I*5V*sRf;fsLV1s3fBVv7)iP_G}%8(9t}_ zccY9)NcxXJmm%wBB!l;+E)8plu&2zG+$?vl0^PBzZ_GHfxGm2-`_Qk(oL5_`AYhtb zF&rYI<8~LSr17I{w)!=-9+RmFk4${;W8!mAHae^TI>eiVTcn(thh3wmspe(gPfSTH zx!XrHM?lIeQ1fk|wu}X_4jKae0hLGAy-R|B^fhMXo~-wEUar9TIz=P&vZlWwjKp5* zH^VZ0XFIl|SOt+sh(}eQyq{P&=h=CwEaO>KfMvPOoK)NFk|~|lL(r%;)=WG?xJMa5 z=K?aaZFjbUUlsE$AKGr11a6{R+b@a5y8$v7l4V$A@}QmW7x5% zi~osC{||b;^&ktx#ic*D79*3U)R_PowTJ4e4NJ2Hf z7HyZXe*eiHG?{>FK{$AE>1;}jro!dPEFR`t=8mW)tF_ZwePl{XSX z8|m|XITR_-v0avI+4FPk1`Wz$0VxQ6$lIww?6Ieg)<-|8)vDTbrM$%cMQhS~Fa-GM zcfXzAawzF^od+%?W#yZbhJ>tzr}CmgJXE~aXO8&mZ%}=-SyS9bh)~batLzh6RHg~K z>#a!HY<=&Wfuo?&8gbI5Z~;sT8sxq3nR4(y*;@{!OE_nv&>%~H4?IGb)tUCl zHZ*HFOm>wK!ZTst7_@zcrO++9rh}uy_o6|XOkqCys>cYKO!jGi$pH?B2YuP(RK&TE z-1sJNy2kOT);?sz4q?8B+JO#}alc=YQPvW=7;#g8UuQj$M-kPDaRX@>;ZF{?^={PD zJE@Eyo?Z9mug7qk=K$wrPPwvysh)<2svN(0#;Ez_)8Id#E4=z)bk~uj6fyuUI3=s9 z6rLE96jPGvvM+}c^F_lRGd+lH^xP*^iT0F&Go+tC)ewe-c!hp7YqTXlw$cCqHzoZW znDo-V81K;F+31H0i$k`c(90X+X2XtWh*9fdD9@)RrUdCR+y!Z>UEm&MX7@y4idm_l zmv_=c2o|=k4&?H*szxE)&MUkpPKn(cT7QAyd>86Da?xwV-rio_$n*Uxn(y%G9b$ZU zmsne|$NbG6n;K7ujF2r%xt(Z!^m|>AVrOY7;=?>W#~;Z&sXJ*GJRW$!iCDvhD^7$s z%LF}v-ShwPMYjWUq!Lb)>J^GSTFm=YQjf)HnmqH&V5M5 zl#^2~;I_pXYdQF~bNEa&g}R>TRrQ_u^gUbH{b^~^yN|0kS-A;m7(w&EF-yVo%?bt1 z2`c?Xc8g}h3k#9yn!K_`EZFvnhxTIOYn$)Z)o!PlCL-rN+aQB2i*$^ESkr>kBo5U+?VIhxQCv!<^FqqYkJ%y@(zbO1@gMqz%w- zuiEwkrTL~+un%If^d)RhIOR_Yb%kj8n}T84U|Vk6**>-PI8Af9T#bK^iJ{L^9}6pZ z8=>fc^pRo92Zu4i2=sXnqP1GX#%nBh4mCLT^;v=32DN4*9^N-x=?{PMw z1dO@ZfT+h$L0|8ml=Z)pV*UMU|CAR0?~4Dwo*r}G6{8%D@vO+5MfK-@&EoureEu|1 z4=Mp*!MJp3Rnn&VGoNZu*|mq0&Eu?GGQT#|RD-iIm38U&%Q_fPo~0U$nQn{OB~5Fr&-c+%)0_V?+*V~EFD-OcOpH~= zinM1z&newuaaHoKj5`k^=>RfrHd}kbHPAf+{fbup!tWqiste!t)7<~dM9Re_n@nVb zBq0NA6tMY7gtb0lX#UQpH~I7g+vYkwfV%^R3=CdljRrIW4h**om}mKb#>Vo8$Mlg+ z7ki7fzUJTahC+kIEz0f`DJh0+J`})!F3IYwN=KPkNoV+t9F-hVH0=KLBZ{Kv1eG6SGtc`g?Na(1ok}Ge7Nk9o`kfqwH#f621f#d?6M2u70^X(T4_Qns1KT(aF z-7cp9Tpa&oMVEbq>!zanX+9P6ty`UcL;|@UMyO*zu4aiy$PLlDZ=fTnhZG4Jbez*= z1IeG9Uhn_H!XMR{{{_SUM__29qN0KcnEPA30Y*5Vp&(2Ey^Ehq;>A}8FqMFXS3EK< zzqNpYyDyyU$W$J(Moblg$=07;jDK}xL$jot;0>(N9hn%6%hirN26ilR^1*=%zyvz~ zMaJ}(R>!|u>2K|+|LztT8tCuuPqvd~sTd+1V-+tez%|R5NUBKhcptsPAA-a~z2t#3$F!V4?n#nc*p_!3()AdLB(^q-C!{ z^TU-ThS2S~)bW++w($z5wlUFSobFeB=u}$_Tcf2zXnU6bSLJ8Wq(2vC9zSf};Rqg$ znOOYc;8&|kIz?1LC)5R*;?)MHQy!`>9MB98%O7s7HKQDAMz`L#?xwcvwPyw5t(U=E z(@lmUc_7yB`{%PXR4`UN?a6~rZh1kWnk=#kdodY%6M3LHs`^^AWazc`iE*lZW#@dmnHvr-t9s@~XzG z(0gt&7Q7S^5rT>DgP2{E6Pffq=3=(%JN6DfRb`T)r@`_j)yp5x^>hr`xmF_&zSA5N zKcB_=f4%hATEp5{73;yAC_8(cWTxtYf_ z-$}ieE5r*P8SFj8AdfvhN=VFTrL&HV>r}sjs*fsbXx%Kf@b21Uekq*RGT0Cc25&^o zCa}}w1B(AEJSV-+)MyVpKPeov#m1{Nb(CLSa7a4pam7kvN?dYFB`7V2ku;>^ez#$! zl60C%g}a-}!QS?PIxle{QMyiCcc-g5CymO+?SJuK}8R39rheu0M98>jrP!|$uP zJJJ_!wNRC}`uJyIs>50;XlWnF7-E&E&u8_X5$}=_LHk>sn%M??Awxm1zU0x>Z#7=2 zXyyfMiC=Zc?9`i(jB;9WHw~5;d)<;wKyM^;k`$kx_r#KwkJ9R{1Qz+21&-fs^MY=G z8!$+wFpSMSeh0K6h0KhKIIo3Y+BoKsXdo3-KtAboFIJOY%uNH_oYC=C*|Y;(-VK(= zdAs&t#0h~vU=;H{UmefHv!=$*jL9JeUg{YQBBq_9kjnVDUet}i1RO)Aqa(Mu@n}cN zQT645-bnAJ1GHo+-uUXtrc;XIZj;BnF;$=icE2NmFT;*h#98*5?ZQ35aK`Er zXj*{X*Q>M%!gF1Uhhc1w-*DsuMwuFYA@yIeKFo=?N!HZpChy{Gj}T3bgRR-Fq4NWy z5AQ08+tuuqy}Vh~M96qQRK}Rtm%`GfCApdl@8{p6wH!u(r$g~#;lwVpJwvUJC70xZ z3QJDf-q5CJPyN7!K~kQ>@DRc*Npw6CEaq(W^hIt~9r#@`jVVGRk?x}}h{m1vLQQPL zjpa8H31+h3mq>=JH&ui#v=dk?f40-_r0coCS`HUUNGG%Hb} zZp>7vR%rUvoL^2Ft`YBcnNNZKcj9#j{Yf&ysV7CEIS#=ZE{!o9X3P>%JOh5~IM{(; zrYN%RlqTzSdkT0ba(qcg;mWIr%4mU2dx?=71<^D=`R#kK<2q8>yBq5X=~txK;`F;yBH0z zkq$-IL{6~9IDDp+NAGMXW3Fa53|)NU+h@<+`}DAG&w`C8#*-5p9+QR7^$;jD+G@iU zyh_3(Y&QSB%Sdu8>w+jUet`ZDj{ov+S~Bl_Ygo5vu}LcWESaFWVqIcCvB?AL5Jk;W zTZEiTZg-NliRrXJvY2-Z_)elnaRX>Lf-gKj@Fahc?K9}Wm2F)elBBpz=O6Akj?uTM zXU64mdmZ#4mtWGFCAh>Bjy^ozk;*!8#8)|Q(TCkiz8i*J>lTkx0(WB)!rdbLLaF7V z+jI^(BqnTX@i4?o$)K<9x+hv_^fX4um@i;5Q%x?-2Am*Ekj8ka-5$u=j|}Kej;?C> zR>dKm=l23i+2Y|{s@D~;Gv_J8(HqxyJ+O59YSY$I#&S=~7$ve{9=%-NVN{f#ndf%O zk29Wk=3tv>5xk5G_wL=rs0{ne`ZIu?&=R(_@P0DuyU zjR~HKe1t~_ZcyAc<)na$A<9kg0NqAXMG^q2q8}h%V}QpvF7gKM06^$*|3O)>rg;Yd z0(=TGlG^V~cjpN_v{y6k4xO>X^qaEby);HfA@ad!^uA5$wN3)Fvb#a4KYq{DoYq2Y zk=}pFIS41lt(rNm+2mvF9NbR|iyeG7gbbHc=(GSJy4M4_t@7J*&x*$(Vw&pe40*7++psvP6oDXZ z*MHuAd#VLx6{;HwA-y`$4q(8OSiD|1?_{19Yq?xYgGMeLM&DgTpH(p&9l^M4Jd{aI zJYq#pwKrD84?56n8#K0yZq^icm3F16XaL}HWM+o-eBL{&<$ABV`gIqk&u$%JWv_Yv zzPI+f>vkAKfWH7w(k{htJq&`($&9B_un%%-IeaDLwj%%T9rCcp>TGA)OQJV{NYl;p z<`e<5h!!g-%oV#_i9dUp>Am0sRfU4zg*W=u(@a#}9hw!bXNJBsX17Plr<4E?`U-=_ zQ$_UVWPG*M?52d5mv@S;Xv%+?0@1H#WEdAp%Zx1YoM^gCa3%WM^xb)}%_ND#h~J@( z!Y=Exh`FHli>AG%?Gw-ov1V_I~ov~G3=+#FmQkqP7MNe)If6gDn)9qE_O zEr+4(hPA!addCyXddqv(^;6t$(xxVA$4}PE;#E{AfDX#-$?}>o-~Cp-;pYKWbVVae za(zui9-f|c4%5}$)ZUy&syx$2tFZing5R0v@mWZj%)nb8UtwIh>icArIyzENu~H>_iAnKMBv=uA%azP((Z z9SpV;)u>4p7AHZ6*Q*LCI$&$Aa+)+vm{ts>rK-a9Z~${^59nC=3BRz{g=xMZsGTG~Ob z9}<@#cgK)Z{XEQ_*7JpN_p$5I=m1MB2JiM~o$BZ)B|>+B;9^G| zK^H{5rBUWzN(+bbLDIGZ46!FmPN|wdWj$ZP5^z77U5zE5Xnzt8+arMM(ZZ3d#$`H0akyft$5B@TR3uE=<)6kW z^X%ltH0s1udA^q1UhjFg+efoCCL}*+o-4M76#D6)p#vQ*S}LYn55JEdTtlkfTqA#- z;jn%zLyal1)!?Ju@^X_6q4PeDYJT;Mtj^!YrZ5wCekM6;oMC0hjIU0}?YWw3l)>q` ztNWF}^Aa3I4C?hm)|3g(Mn=1S&7X>JJe3S#onaJ!me2D+%N2h1aNzARbZ8@{tjj$| zTKzYQJp2rtax4`|J^o>n91U~1JyPip{2b!H5@Amur&N3T2C^WF3+=eXdrX3i$w$QS z+BI=&X7k3zLb%YU-Q|ReVnxpp-JV@>tdjWp8SkBC0H7sx}*u zL&stZXsW2Hwv+M|r9OtEue7}_9ctM-oiNdMvNO>M&Q0x0U)U=7Esud(*VbggKF-8e zI9}6ysnk~|DofRl`(o&@^hM#GrF+p3eCr}(RndXy>(-|NsboWHqqMvt?unPh?tc=# z4Mj8`3j)Aq%ju+1b-)eua@RSqbe*`J2Kfg|p)0xzNAm87>n?YFMJ}Ag4)YYewBtJ& zC1pZf9HAIri(AtJJOD5+dc}%lxp$7{l&FsY;Kf4}Y|xj6{eSw>|8jX@UVD2MBovG? zU!?H=uUbj}K_eyV`uC$B=huxZh_ZeoRKj z6WX6+oFVL~D2_akCW8dDWTF8;3j-%WB?i^*hrv#X-QWmBVUN0U`b_it_b6gmmlEYH zKqVbO@(EXhh*@<)i{(kl<~cYoYLvgekQ|m27hF#?)BsE+MM(eT+OcljB?YGI0jB>d zjF_j>KafCaEH6`bda$7YJ|ZPCC$Q@)UsC>Ea}AFy{|Sjp$!d;2l-p^B3qtWUChPK) zA&A{E?l;bHzGr(TIv`EL1QZ{*FKM~$4xwC=dcwcgxK)za#H2U9;4{4A%JU$F)cJi- zeyi+CoJMYiN;-mm(ilPh>P*zpPWjl_I`RPB{Dj3AUmado?b1Zupxl1r6|OzE6CYNR zF+*q4Wr27K@3$CZRN|~%)6z!Dy zw!`0PFeREoYMin{-(Y5_hiSDSDi;3qc%{uzZl(9J%@jNS_(|?keY=h>CTU;ppBjvZ za6mmBmnf)!E5Y6>+*to6hQ#wPhEub8(!drr{NZkkZst`*-NMPN6-***jzy>15Kieh zO(>S}eIAA@$0id{(ZBgagSs>lJ;k3uM`z;E zJU9{9RVn8-Loms-_4aV3J<@R}zUG*3z2!Ul(L(P%tYE_P=Qw=sMgne!u{oS7fLue|sI@nrnez)ML`)^g-vkDE?8=*7|MN zrgdgc=Bk_bUa?Igt3yrMWy(I>aTyI?{img^D`@~0OpFqgRL%xxvX~5nI3sBZc~TKA zaf}U3jnv>9Dxsb4CkYPn2?=A>{g;=!lMC#(rDfl1rO&oza`==Ost34l&V0*PoraoB ztxVqPeikjUBg`~qh&Ee(C{$rJ`F*!7+c^I3o408Tv}w_z91-b;pOauGAKoQ;FFcE& zjxNWTVIY`uG|{>t-Pnv#iF99aS{%G?ArQNg5n5c!T1*u`%!1?=eUvw9n@$mE-CXNnX_i%)Ny4v+#l90yhXBt9P zXAv2J$Z^ZmcGWzwm=ohXap%#>nrCEf0YLUs;tHJmci_mmg?K%36X4mj=4ig$lrk90 zw^@g?H+I0$NmV=x+Vs4(Ee_U9tR_R&H2mK;@33xn5+$@QvBle`SQ!SB=$qOmODt4e zB==>U%OX&BolTxcb2Tv+DA>e{UjOi9_uh(F;%(PYR!6x0h@R#cMcR&y{B6pX6I)Zi z`0P6X6}@rABV~J0G!yF*87@-$3SvW7b^MoR-HJnZ+UY=W;w{HRiTLJzbtG%la~IkN_Sa(-~~%Uk@==R0Ufwf{Grui(l`?KhYKvNvW;8bz5~SUup-dYa{~LWKKy$pUy?wRO|!ja-jFBK+leL>9#n%) z{oO00+!9!sJ0%e-uXq2D;A*FFleiAFn3kMbzHquvcp>bhIe*t|N(B)Jz&qJ3u%VIz;iylmdO%GYPR zp0f-dpA^>2yb9--y{mbF0c8>IUQ}ncb^kTFV=W*&WnOuG@$j zhF)*1^S7!Di*p`#4w^lLix&e`nyd|E3))rfI%~tz9Oo+&!%TJ2;#Wly!x_^PJ~t9cHB`(&Kwv3k zLav%AYJ0a$3(~0|jlOvr0e)Z<9i)!`l4kuEXz<@g5>axf>JsGrCHeWYWL)u~L9MhX z=S|b{dV4Ot>o4Ce9Rgs;IeHR=im$-=`#t7!*cR(<^5lCI+tcm7^lr?2zeEw@J&Rtx zUZIu)kfO4v`aF=hO@-QSe<2WlKg3^Lxx|VOLWO66D(1K3#m?Ia8`#7#L-kOcbs8NC zZQUo-gnD@0h%ZGmj5cXoNn+57q@sbnC&iqliTs;!Oj&%3nJGT;o4EX_#<@cTax{Oo4J0lMF`E))cvcK^X06xPS*E36d#trCoCUj<}w;3InWHXcwD<= zwR>1?8oVw}LIKP}wNY5wz29GwD%I4&FyZXutv|_2<3lPQd@p$(&O2Vjl&ySW`Ra4T zJ0~mF@P7RMOnDLgCz>=CYaa1mZ}k1fCh~1;XwQ#9Nab_nN8uO3UPffwK&XBm3dZG- zrpDidZ?XA^@bP+s#609%O%n`1tH-&gDCWAk<8wD+7V7JaQF>5EkaL&)BpdSq(XOb^ zLkV5;n6}|nvBoeX-&5QhkHl@@_8R!Wnc^tyYQnw%%Rvzu)R}U+%RG6}1 zs++RV_78GXkUos&(@V+10)T;pbHI|3wz!6~-LcL0n?2XgS{2jbrgbXRzFgVvIkH^R z_Tgk`nzyjMaUI2T*a_^fb$BC;wR2IJma46{zV4?r&f3K{;nALr_#ydLJ>0{db>}*2 zBcqk7SBoi0Qc>$q06=TCfe7SwL2`Iz%x}Rhy~MvzGX7^vO!YB(b`WoZj*^o14#);1 zoJ2{$^<3ca_waY=JtM4KP1JQQM}J!( z$P+hnnq<>C;7EBZP37?vlKPU}5Z+>N`01n3vz@ArhdXhL_4S#@+UO`PH8-7#lV;3o z(6KNrJIICoRQ`?^_n2vMIc5l>cdtn1RX3K4qj5K_WejRkskuY8xHX$F2~8ze8D=h!Y`SZoZ(bio`bRTbWL!bhULn~X367= zJ-JsH26v-(WB^c;cyfMDu;n^C`b{psrNvkcl(~ot+uFoa1YL8*0*+P`uFZNrA%Kv; zF6KUPNMoFzQ3uiA1P~H{2bXK_n>)a5DCs|OJhH>tKOzW7Wlzv(@mfFZ^eJF2nBRoI zK!ma}V_z|$)zK^Dck#XDe8Jb%InFpCDXHHEa&0hOd)WX|$ES4Yw6tg<-g^nhLn3Ob zBD=g|%-%iGG|2*sep+683y?hEWMs{|e2L1ZbpJljZ zJLznO;sG((DA)%@j{B6O7Sq1l!2|Y@K!*(YRMf;Vq1AS_o0IXbV;sXW;{AYn8MZ_R zi%ZvHfbP&!h^|_GF6R~g~w(*OF)F^;U2WLR*#3 z)BG)EMusIBj@)kpwxV{L*>whWvL!2t$mx4hZeI#YMTgA1>>#GbmtfuSlcoN2?P5$D zjrXws*@F{HslIxQ&j_E@tT+MPyNsL4E~)^x@|*v%kY@7c$>*B#Y(wPJ3>P%G9P46( z9yL3LRVw&tYix!rSfU=#2k!Eqmfs2zwYwi7;DN z&tu>8V(Q?o0QTIdQXM3eI%qVK=>=_Mnsb}M+5Tc>VQ%rIolj2d^f~F}63_KYx9{!m zhmx1rkPDgU8Pu_9 z>p`QkXRo@Ys_0`J2EKb0qzm_Y>di<`S64(L12J z!}lCoWEB+^Ph27#b^;{YG^^Ebvs%~}n>$kFjL44uWcu#KuELUgLTLHQ*GgBrUhf9B z+k|D8L#`C5JEOapdFXK%mBQ;IaY$X8^7__!buROYm4=7pL$q}_N1v8pGLNC_QfNga ze)bgAjoGF}0>7XCC8uS>Yg9TFR9gLFl%{6&`%cd%#}IFvD+>T@tsJ?Nm}7#xeHQ71&OiH^J#A z;QdtD$~lJ4Kl1n=ol+%Me`tdQxqfcJacFMIJPs3x5%R`{9(I$;F(3s^{jcRSJEP6) zwwm*7RaVAm-uBj>$vAIsby+wYnZ@T4s331Om0TR2!w5E=3}R*RWAbw~>ODS95Pkr@ z5xWAKRJqB0obZY6jMq;wRk5Le!F&%MRTKXaw4#OWxhusE8@50U zYt$_5ky?MaG3AdNLWK>CW|^Cn@H#gB zj<#b~UR|*#r}zdkd%x20w&8|M3rpC|HaL@J4Hp)Maz4fD-}YVXzpVUO3VGYK5z&;0M2)M%}CP zz~c{dozYDhEo}--+;6Q}YhCa);!uFl{w_X=EvJf4Tz8h0$i1P~mwaNeo>DMr9r1Yr zKUvO;1sJ`6bM`Y{?zKAd?4|4gWaZ@i>w>o6*`Fw1$cycQM9G7KmTcYts6nFxK};{e zz&r3b2>kxv(gyz-Y)2H8lvXbem!WoVwS`JVfgk}_3ejvTalffH64M*W!5mGi{86%+1w)qG=Sxq3dG~Axz94QlB$u7C8cjO<+z-BfWonHC1 zpvK8Q>#TEb=w(nR=)GnCv>d7RQIy^d-6EDALK+db9tz{QvGwm!$To_S>t`kgE#^7k zniLL6*@l6%EayYmg9N-6d3}i2cb`@yzN^k`&r34!j9L-Mr_~w-r)}#u@G6GzF?*#w zG>gB;B@DHvu*c@d%AX{8Gq%g4b9qa??dQ4W?`ib2STWCEx@hGd%_MGNC+>jHvm^pMLsH$8lS)%NRUH|$wn6V^3C^50HA1bIenl3;E_6>P^X ziep}UJi+WA(B*42nwm*QuM<^}mr?wKjPke)3*cEF8p_+SGNWplBpLj3*qUjpAV-}) z|2A5;?SJ~V%uY4d09$w+wcT6z^s8UYJn7re1Wwx{q4#~vDke}b-MGXI#au^Cj4!yw zWn=RW4d(^8j;)EN%C^fN@#@u!HyCu1h=@$e!U?CBio9#) z+AYf+64AWO4gWF}$ZXFPaY!Bdp6)(-MjSAKagWXg@s;NZv5Pz&i9kpXtX(wk3{)X84C#2g3VjD5-pMYt-*_ z>Stf)>+w6M(JOWF$><6iHmiCmr*e6hw@I!E^T{KI727IUFdwD3aJKN)kE%r&l;ky5 z^B7z29D(LGYHNSxXHs!1USbw=YWCxf2N*u;ppn+8;~wry$oK9;DnOGsrv18G+2K&d zrqv*U;&#;bm2d|OnO=(s>m$-7S~PsN}Lw?m|Ob=(0!w6(Gj^Ck*_*=ZwLq;MG@|e4}08QppTr z?4!5DlfdIl@OA7!#l&{b?|85}@Gd}%L}gG9h5~fwpMZGeQb5e
@X5_xe5Ejch< ztWhgayZ(^rcG5RQx)`ITb{A3RY#VQ5=BHumcZim9MIbI@R7rQ#=5V>GXzQ!XG5b8f zX1&j+r@mKB&#N~;i1j+qdGOA>M0tLi{*G^r=9i6gkzH73jCkE%q0ZyUD~enCZ)VxA^Kk+Pfvo>SSrVaYb0UPme>!F>|sdqQ~ zfe^d4<(u=xWP*oONnAr;E7n0?5PwA^XJut|cJar2f~M`j4PQOF<-5U3+9bv+6H9Wg z-B`05j|dW3DX*I*S<|mb4&Ujc-_zAMIQG-i@S|Z^J0oeIWn=AV>Rn_CxBH~*(M*&{ zPUONqiG8fYA{p!IO~$M&Q^@U(T<6gaV{x)9)p|pj|IHRcm%Z~Xx8n@2LA^uD4N`>f zAIQoLkZ?V80ji}21WLR3#BKD3lOv$@N-WJgaa5HCu)BbQR^_2K^)mh3i}2E~Vj^~63P~%~OiW&C zdr=}pw-L^q`TdR&2}m5W<^mJUtzvr}+(Hur`Kg&ZOIi8CEd#p_Y=Woq&RKOgD+b)- zSI(2NlP49Xn~m}+B48_gE~SS;?@qKpi!dXX{{rM7^`maI*Oemdbs9CA*3iV=%#r_x~WB za*t0@z`~1Og8y?8apvnwi}AW{OCAl-rVCy>T+g0Sbmm$htp9Moi#*Hot5pPoaPO$y$-ve=77 zOA_F>t4T^3^ZxzFqq4bYGGKG+EDJ>_B_;78B+xm{(J7Vyu?lo@<2q?L$5{Egky2hx znW14P&)hgvG}}Jec(xH%`p|ifg9AQiq|Qn$$sRU%$@?1>)-e$2Xw3dj)}sq(Cx0MslUBF)#$?|z ztlDeZoaU3+y%1uN2bxNKrDYV|y7=uJ;ntl6Rt~0K$6?=>9|w;U#Dw&Q8CccsmCbSV zwfF)~F$z%B70$$wi2D4S9~3g;hg?t|VQ4XpI-zIypvL%8` zpH+`>G&h&zjXk6ZC@$WQW6}#umyj;6g(Egp$4E2{;EcOD^{gN{p>sUb=Wc4@Q*GKx zl8|tu5Lt{=9RWMze?}98jL5H;FHFmvP-h!^TUra?NN`^rJG1#d4W2#npH)Kt4)=#X zEn+S<-uj4P0#76FXMHqE7aQF1AQM{xVd|a__JWrj4Y}1{@L8w2gqhtEdb>XTJgx>Y z84_BjBolB-7d<_JqCR?cuc|+i4apMoJ)6opw|mON1QDYLgBfGkL#nui1=Ez57NIv} zYCxy_;Ryj9DiFGub$h~`BI;AEoXY#$c}Y&gs#wBv(!gfAPAN#whZ{&tNB|XF3A%eH zKP0$}Czcq!IVNB9?O&e*M%qFw|OkxPV~AN4Ak|eN zHy&ab?+8F^;(6>fuJ>cn_?d@g`%O+3RYRfByoLt7d&7&79%TNTJ3A}*kLkeLGITl& zt3wzU7Xm=n>T)zB31JpE|B(H13;M!qM_=f8fX8ZWAcfm$PS9s-^HkG)brt&jMT>Sv z*1f1kO>rW24`IH6s@b#d@q5^i{YVpo_6oG>KbM&OCs+KxucG*Gr%L`uH5&haZvDQ# zBv3ti_8$>y739c)$Yq+5+H3^xl1^p?R?BgAz(kzePYhB^ z%7BE!IiMik-z&gH zJuVLx7y4z=RAy{TiKz=7C?NUOaf>lbhJ;%sGwUt+}+=i*3+Omf6BX1?n=rZW-j zc5(8#m9_3WE!Bga)=XTe4`HoyS4|xgitLKt0d6{!C?H=F^>(Qk5c@HB#R7KyG__?O zpvbV+O_(a=l%yG8)GT<`bZ}w_G`K;Z0Fe@*)$oUn>Hz+uh^bk%7XlE^rZe3g3 z<@@rAp|Ioy#&`ja*!2ST$b?pl40a!<&+M)CZGyg9k~_CLszOPP0-toW=fn#*T@s(Q zR$t!gRF5vaEn)wDMk3^APh;P(g>&wjKgEQiBeF(JG~?~OW$}5Y68dz{`FM0zHYr4A z-~PSw^hJsPt(5Hgk$&CBbzO*3g}brtIH@y!%4zLZsx0eB2-HK=WHU7IwmNy&cQq)n5 z8f1j-rUj~r#aIs+#MREk<0-u_1mSyHEjB#wRDf;={XJB+bkphElHTqb=DxgX(ukI( z`P5}E34U?rqg{BZRUIF@iHrK=Li==`YSSuR&DuaB8rCy+Z--e{Ev`%|f5}u{vpqxq z;M12m;$>w=omt!!{&VJuHLmfeuH@Ag8K)=$-B%-;up~no&32D7M}L=cl5I3*593l3 z8qvOn@WRfenc&IpaZZb3KmTgen3Jz%1oMu%-`&sbIcA%@OfKG8G`Mp`EFkRIKDV*P zDk(Tc^Rf3eM$WI}Yw`D&9(`v-Z)2h!U~ZS3kA(rJ3fuu6%6Zr z9A`gx{D-a2Qh`@&`&iivyOTy|Z>o->PjiH3$$fQB)~l@jU-*f*9e(A#+vYwG^3Cvo z)fu>3?&%hWm+L_v4kcDH-zbv8>IihAC=;lgkyO==rFA>pH&uk*$RViHX1(hyT^j%A z?L(C~gPL>;kZ{La-k!!DKWaVrq zvT7#Qf7O{t^<^$Pm_BnNOOH^{vfTPfef`D>i~96g{#AtJ{?8H8*ps-7Xyp|srv>AT zO?{<5;`S(jy-_?Y{1>(NilA1zO`=Q>=GULcC@d#*I}^W@g+WGn zzO|8r_Um@d6d9&ZjP0@|_oS-k`ZL{)4Bb>US~Uz$RQqreDR>Rla0qm*)B4fr@>ObC z4k7!vyB`K_eaN`6=V<5lALyg84=|OqUS!gQB-=wO@= zVMyv_^%a&(gz8sPipFfIWcf8}-Bd~;5`=0_=5ngrGB`X-zQX_Pv1N+~O|($ROg8Nw z$=9irv2zWGO!k%NaYgZ>O~JQQ6dNjysqKZs&r(({sm3haVQ;c*t&WYE;&#&4HJzA- ze=?+qt_D%oqK-&jD+OJ>F{kQ^q81VqFf+q-OB}RNJAw= z2xD$-dMC3Fd8xye&navtI_{V-<>_nH6SX7$6Dj~nUTXMrv0VM{bK)D!9;4u282}nu31x#jkFh7J5-Y7bo)2UI#m)d z()4gotiK>Sy#5q0++=m!hW;w71ta_CPf4(@`cr0qdeb(0%15f$^5SVywMdT%?Zw;z zhX;s9(^R*)!ng%Sd)EHu%G0byTKs{7aj+-yMO(tb!prJ+v2{x~TsYnx3v^pO15(F& zeWj#a_=}CPerfM&DjHCiByHw(syWsix>Gz;*kdBA6_an28U>e~e~w;jdOwg23?5po zdKCd_sHs3?#GIZz&uXU=vTb=UVaOaCIH;R@k z`@KTdj5sP0uc`L!_`dJ<2u|O$xlT0{eVT{Eju~l%Yn7uFdi-~8-zc9R2G9ZAUA|9T zU`F^Oy}f4m>Ki?s+J(QQJY*=T<{(AZ?l<~$!2XihgYoVmZlL8EkzAV3A4?rz-IvHZ_!Qxq-=U#O-F(t*6; z=&*+dR;*QcV*Cyc^3~M=p5cTli=HhZ05{*_+_iWgDWQsINRxr2qZ<|}ua%*0++r^- z7gZVVqeA@t8@D&}lr(692w4cZQ5X`xb^yzLl3!XBF&uH9GKqR@#GIU*^a`z~OJk$r z%7_@Y)cQa=Z1&`?K<;*V>xeFdwj#2dG2Y(77}(m~ zP2?F8lpYe^W*5WimJsWs@jr=GPT`gvMu~CO+6z?EH5Q-7g=CGotK$Xyxb(j~4D_e< zSAvwTTSnVkxGH)&eu? zxiX`lu4zI+G`Vz7DP9skI87gA!Y8I4H0@shGJfQ)vOJ^j2VUUA3}(>(>Ax2L4un-7 zV`c}<8A8KFf2gTNJw11QxB3+vDV%O^suLGrhMB-r({8cz3At09>V7ZwoZar-WbBLx zuoB;--UupsLT64c90sRzA9nyfv)TG!(pE-Sam2B@meyY@TpUI`PCkRCY>7*h zlXu|p^{ta3u?Nepn-$3h##k0fyS@j6jc=~WTX(4q&bmjCD~P$j%dJ4|zUOp>-1vjm z90c!X!}1ImFd5nvl6Ttgc1C*eilHV5o2Oo`hD$j(6|tSrk_^cK7(AyuBhV zZ+OdJCa{H9C_JQCU;?d|Wz;Xcs;E7|_0b+4)-Jl-?mu`ytBoUrimLu`XIS^Vn=46# z(txy4tUY!*!iHg=;$v*`&r|O6ZS(5y>Bv+g2hk~XulECGQ0>gV3zfo!q9*7twTE15 zM>+R$-!{EYAakHa{;We0`W&OlBv#Pz-;~#C0%4`tDB15on^pWW`-?i<`%QeOF+<8IteRdmT6 zRqyuZ&i@?k*ahtnpcmeZlb!XZmUWT=??O(euOj%~`1?oSI@E~>JFCqxN_fW9OFwGp z@YUi+z#J-qs}Pg^V0MF4Vhu6(=Fd;S@({w#d@2y_0-yJmsZbtyx*Is9SQ~Bn*kHKv z8*Gum-m+?7?$(9Lt~oteC;*|m=D z&5$_wqK$yj8DrfL7@1u(h#)4(j=r>!GqtWg$+;)Ul44H2$Abdke~fmZOC1#T&WoJu z8Qz(hs4>nqWqx|9w~HxI-0r-S>*l<>%;C-A9al$o)4qzx%u*EG!hQyD$#(m$#D6*LoFz3ckbQA2!y7Q|4E_t zuz@i^4yq(z@#E%m;)r{S|2vwdvJfEdoQfm#Imnj=yZ;NhJ^!ArYnP9p`|}TPw2Z0_ zN<23VrSEIE{kMd+HaDxnc!ou_hB4H!9r4ke&@7#Ktbe~zk#9DsRB|V{rmL71mdFD)cA4$RXSg4w#`#IEh zl9#j6A8n&)4u|MPQt2@{E{dwzu|dk$SEB4K4trN-zP`9u0=`(!Vf>52$QSf?G!eP{ VPA&^