Using twstats in a tutorweb question

First, use twstats_find_tables to search for tables you can use:

The following will search for any tables with year & value columns, and have roughly 10 rows in it.

qn_tables <- twstats_find_tables('year/value', required_rowcount = 10)
head(qn_tables)

## [1] "eurostat/tps00070/country:DE" "eurostat/tps00070/country:CY"
## [3] "eurostat/tps00070/country:CZ" "eurostat/tps00070/country:DK"
## [5] "eurostat/tps00070/country:EE" "eurostat/tps00070/country:EL"

Take this list and hard-code into the question code. Set TW:PERMUTATIONS to the length of this list. The resulting question code should look something like this:

# TW:PERMUTATIONS=3

qn_tables <- c(
    'eurostat/tin00073/country:BE',
    'eurostat/tin00073/country:BG',
    'cbso/82610ENG/total')

question <- function(permutation, data_frames) {
    tbl <- twstats_get_table(qn_tables[[permutation]])
    d <- tbl$data()
    
    qtext = paste0(
        'The table below shows ', tbl$title, '.\n',
        'Find the difference of ', colnames(d)[[2]], ' between ', min(d$year), ' and ', max(d$year),"\n\n",
        paste(capture.output(print.data.frame(head(d))), collapse = "\n"))
    choices = c(
        d[d$year == max(d$year), 2] - d[d$year == min(d$year), 2],
        d[d$year == max(d$year), 2] - d[d$year == min(d$year), 2] - 10,
        (d[d$year == max(d$year), 2] - d[d$year == min(d$year), 2]) / 10)
    choicescorrect = c(TRUE, FALSE, FALSE)

    write_question(qtext = qtext, choices = choices, choicescorrect = choices_correct);
}

This means that the output for each perumutation will be stable, e.g:

cat(question(1))

## The table below shows Households with broadband access, Percentage of households, Belgium.
## Find the difference of Percentage of households between 2007 and 2018
## 
##   year Percentage of households
## 1 2007                       56
## 2 2008                       60
## 3 2009                       63
## 4 2010                       70
## 5 2011                       74
## 6 2012                       75
## 
## [ ] 28
## [ ] 18
## [ ] 2.8

cat(question(3))

## The table below shows Total renewable energy production in the Netherlands.
## Find the difference of million kWh between 1990 and 2018
## 
##   year million kWh
## 1 1990         807
## 2 1991         935
## 3 1992         994
## 4 1993        1107
## 5 1994        1257
## 6 1995        1404
## 
## [ ] 17693
## [ ] 17683
## [ ] 1769.3

Updating a question with new data

To update a question, you need to preserve the order of existing tables in twstats_tables to ensure questions don’t change. Provide the existing list with previous_tables, which will filter then from the result:

twstats_find_tables('year/value', required_rowcount = 10,
    previous_tables = qn_tables)

##   [1] "eurostat/tps00070/country:DE"              
##   [2] "eurostat/tps00070/country:CY"              
##   [3] "eurostat/tps00070/country:CZ"              
##   [4] "eurostat/tps00070/country:DK"              
##   [5] "eurostat/tps00070/country:EE"              
##   [6] "eurostat/tps00070/country:EL"              
##   [7] "eurostat/tps00070/country:ES"              
##   [8] "eurostat/tps00070/country:FI"              
##   [9] "eurostat/tps00070/country:FR"              
##  [10] "eurostat/tps00070/country:HR"              
##  [11] "eurostat/tps00070/country:HU"              
##  [12] "eurostat/tps00070/country:IE"              
##  [13] "eurostat/tps00070/country:IS"              
##  [14] "eurostat/tps00070/country:IT"              
##  [15] "eurostat/tps00070/country:AT"              
##  [16] "eurostat/tps00070/country:BE"              
##  [17] "eurostat/tps00070/country:BG"              
##  [18] "eurostat/tps00070/country:CH"              
##  [19] "eurostat/tps00070/country:UK"              
##  [20] "eurostat/tps00070/country:LT"              
##  [21] "eurostat/tps00070/country:LU"              
##  [22] "eurostat/tps00070/country:LV"              
##  [23] "eurostat/tps00070/country:MT"              
##  [24] "eurostat/tps00070/country:NL"              
##  [25] "eurostat/tps00070/country:NO"              
##  [26] "eurostat/tps00070/country:PL"              
##  [27] "eurostat/tps00070/country:PT"              
##  [28] "eurostat/tps00070/country:RO"              
##  [29] "eurostat/tps00070/country:SE"              
##  [30] "eurostat/tps00070/country:SI"              
##  [31] "eurostat/tps00070/country:SK"              
##  [32] "eurostat/tps00153/country:AT"              
##  [33] "eurostat/tps00153/country:BE"              
##  [34] "eurostat/tps00153/country:BG"              
##  [35] "eurostat/tps00153/country:EE"              
##  [36] "eurostat/tps00153/country:EL"              
##  [37] "eurostat/tps00153/country:DE"              
##  [38] "eurostat/tps00153/country:CY"              
##  [39] "eurostat/tps00153/country:CZ"              
##  [40] "eurostat/tps00153/country:DK"              
##  [41] "eurostat/tps00153/country:FR"              
##  [42] "eurostat/tps00153/country:ES"              
##  [43] "eurostat/tps00153/country:FI"              
##  [44] "eurostat/tps00153/country:IE"              
##  [45] "eurostat/tps00153/country:HU"              
##  [46] "eurostat/tps00153/country:IT"              
##  [47] "eurostat/tps00153/country:LT"              
##  [48] "eurostat/tps00153/country:LU"              
##  [49] "eurostat/tps00153/country:LV"              
##  [50] "eurostat/tps00153/country:MT"              
##  [51] "eurostat/tps00153/country:NL"              
##  [52] "eurostat/tps00153/country:NO"              
##  [53] "eurostat/tps00153/country:PT"              
##  [54] "eurostat/tps00153/country:PL"              
##  [55] "eurostat/tps00153/country:SE"              
##  [56] "eurostat/tps00153/country:SI"              
##  [57] "eurostat/tps00153/country:SK"              
##  [58] "eurostat/tps00153/country:RO"              
##  [59] "eurostat/tps00153/country:UK"              
##  [60] "eurostat/tessi190/country:PT"              
##  [61] "eurostat/tessi190/country:PL"              
##  [62] "eurostat/tessi190/country:SE"              
##  [63] "eurostat/tessi190/country:SI"              
##  [64] "eurostat/tessi190/country:SK"              
##  [65] "eurostat/tessi190/country:RO"              
##  [66] "eurostat/tessi190/country:UK"              
##  [67] "eurostat/t2020_53/unit:THS_PER/area:EU"    
##  [68] "eurostat/tespm151/area:EU"                 
##  [69] "eurostat/tespm151/area:EA"                 
##  [70] "eurostat/tessi190/country:CH"              
##  [71] "eurostat/tessi190/country:AT"              
##  [72] "eurostat/tessi190/country:BE"              
##  [73] "eurostat/tessi190/country:BG"              
##  [74] "eurostat/tessi190/country:EE"              
##  [75] "eurostat/tessi190/country:EL"              
##  [76] "eurostat/tessi190/country:DE"              
##  [77] "eurostat/tessi190/country:CY"              
##  [78] "eurostat/tessi190/country:CZ"              
##  [79] "eurostat/tessi190/country:DK"              
##  [80] "eurostat/tessi190/country:FR"              
##  [81] "eurostat/tessi190/country:ES"              
##  [82] "eurostat/tessi190/country:FI"              
##  [83] "eurostat/tessi190/country:HR"              
##  [84] "eurostat/tessi190/country:IE"              
##  [85] "eurostat/tessi190/country:HU"              
##  [86] "eurostat/tessi190/country:IS"              
##  [87] "eurostat/tessi190/country:IT"              
##  [88] "eurostat/tessi190/country:LT"              
##  [89] "eurostat/tessi190/country:LU"              
##  [90] "eurostat/tessi190/country:LV"              
##  [91] "eurostat/tessi190/country:MT"              
##  [92] "eurostat/tessi190/country:NL"              
##  [93] "eurostat/tessi190/country:NO"              
##  [94] "eurostat/t2020_50/unit:THS_PER/country:RO" 
##  [95] "eurostat/t2020_50/unit:THS_PER/country:SE" 
##  [96] "eurostat/t2020_50/unit:THS_PER/country:SI" 
##  [97] "eurostat/t2020_50/unit:THS_PER/country:SK" 
##  [98] "eurostat/t2020_50/unit:THS_PER/country:PL" 
##  [99] "eurostat/t2020_50/unit:THS_PER/country:PT" 
## [100] "eurostat/t2020_50/unit:THS_PER/country:UK" 
## [101] "eurostat/t2020_50/unit:THS_PER/country:AT" 
## [102] "eurostat/t2020_50/unit:THS_PER/country:BE" 
## [103] "eurostat/t2020_50/unit:THS_PER/country:BG" 
## [104] "eurostat/t2020_50/unit:THS_PER/country:CH" 
## [105] "eurostat/t2020_50/unit:THS_PER/country:ES" 
## [106] "eurostat/t2020_50/unit:THS_PER/country:FI" 
## [107] "eurostat/t2020_50/unit:THS_PER/country:FR" 
## [108] "eurostat/t2020_50/unit:THS_PER/country:DE" 
## [109] "eurostat/t2020_50/unit:THS_PER/country:CY" 
## [110] "eurostat/t2020_50/unit:THS_PER/country:CZ" 
## [111] "eurostat/t2020_50/unit:THS_PER/country:DK" 
## [112] "eurostat/t2020_50/unit:THS_PER/country:EE" 
## [113] "eurostat/t2020_50/unit:THS_PER/country:EL" 
## [114] "eurostat/t2020_50/unit:THS_PER/country:IS" 
## [115] "eurostat/t2020_50/unit:THS_PER/country:IT" 
## [116] "eurostat/t2020_50/unit:THS_PER/country:HR" 
## [117] "eurostat/t2020_50/unit:THS_PER/country:HU" 
## [118] "eurostat/t2020_50/unit:THS_PER/country:IE" 
## [119] "eurostat/t2020_50/unit:THS_PER/country:MT" 
## [120] "eurostat/t2020_50/unit:THS_PER/country:NL" 
## [121] "eurostat/t2020_50/unit:THS_PER/country:NO" 
## [122] "eurostat/t2020_51/unit:THS_PER/country:RO" 
## [123] "eurostat/t2020_51/unit:THS_PER/country:SE" 
## [124] "eurostat/t2020_51/unit:THS_PER/country:SI" 
## [125] "eurostat/t2020_51/unit:THS_PER/country:SK" 
## [126] "eurostat/t2020_50/unit:THS_PER/country:LT" 
## [127] "eurostat/t2020_50/unit:THS_PER/country:LU" 
## [128] "eurostat/t2020_50/unit:THS_PER/country:LV" 
## [129] "eurostat/t2020_51/unit:THS_PER/country:PL" 
## [130] "eurostat/t2020_51/unit:THS_PER/country:PT" 
## [131] "eurostat/t2020_51/unit:THS_PER/country:UK" 
## [132] "eurostat/t2020_51/unit:THS_PER/country:AT" 
## [133] "eurostat/t2020_51/unit:THS_PER/country:BE" 
## [134] "eurostat/t2020_51/unit:THS_PER/country:BG" 
## [135] "eurostat/t2020_51/unit:THS_PER/country:CH" 
## [136] "eurostat/t2020_51/unit:THS_PER/country:ES" 
## [137] "eurostat/t2020_51/unit:THS_PER/country:FI" 
## [138] "eurostat/t2020_51/unit:THS_PER/country:FR" 
## [139] "eurostat/t2020_51/unit:THS_PER/country:DE" 
## [140] "eurostat/t2020_51/unit:THS_PER/country:CY" 
## [141] "eurostat/t2020_51/unit:THS_PER/country:CZ" 
## [142] "eurostat/t2020_51/unit:THS_PER/country:DK" 
## [143] "eurostat/t2020_51/unit:THS_PER/country:EE" 
## [144] "eurostat/t2020_51/unit:THS_PER/country:EL" 
## [145] "eurostat/t2020_51/unit:THS_PER/country:IS" 
## [146] "eurostat/t2020_51/unit:THS_PER/country:IT" 
## [147] "eurostat/t2020_51/unit:THS_PER/country:HR" 
## [148] "eurostat/t2020_51/unit:THS_PER/country:IE" 
## [149] "eurostat/t2020_51/unit:THS_PER/country:HU" 
## [150] "eurostat/t2020_51/unit:THS_PER/country:MT" 
## [151] "eurostat/t2020_51/unit:THS_PER/country:NL" 
## [152] "eurostat/t2020_51/unit:THS_PER/country:NO" 
## [153] "eurostat/t2020_52/unit:THS_PER/country:RO" 
## [154] "eurostat/t2020_52/unit:THS_PER/country:SE" 
## [155] "eurostat/t2020_52/unit:THS_PER/country:SI" 
## [156] "eurostat/t2020_52/unit:THS_PER/country:SK" 
## [157] "eurostat/t2020_51/unit:THS_PER/country:LT" 
## [158] "eurostat/t2020_51/unit:THS_PER/country:LU" 
## [159] "eurostat/t2020_51/unit:THS_PER/country:LV" 
## [160] "eurostat/t2020_52/unit:THS_PER/country:PL" 
## [161] "eurostat/t2020_52/unit:THS_PER/country:PT" 
## [162] "eurostat/t2020_52/unit:THS_PER/country:UK" 
## [163] "eurostat/t2020_52/unit:THS_PER/country:AT" 
## [164] "eurostat/t2020_52/unit:THS_PER/country:BE" 
## [165] "eurostat/t2020_52/unit:THS_PER/country:BG" 
## [166] "eurostat/t2020_52/unit:THS_PER/country:CH" 
## [167] "eurostat/t2020_50/unit:THS_PER/area:EU"    
## [168] "eurostat/t2020_52/unit:THS_PER/country:ES" 
## [169] "eurostat/t2020_52/unit:THS_PER/country:FI" 
## [170] "eurostat/t2020_52/unit:THS_PER/country:FR" 
## [171] "eurostat/t2020_52/unit:THS_PER/country:DE" 
## [172] "eurostat/t2020_50/unit:THS_CD08/area:EU"   
## [173] "eurostat/t2020_52/unit:THS_PER/country:CY" 
## [174] "eurostat/t2020_52/unit:THS_PER/country:CZ" 
## [175] "eurostat/t2020_52/unit:THS_PER/country:DK" 
## [176] "eurostat/t2020_52/unit:THS_PER/country:EE" 
## [177] "eurostat/tessi150/country:PT"              
## [178] "eurostat/t2020_52/unit:THS_PER/country:EL" 
## [179] "eurostat/t2020_52/unit:THS_PER/country:IS" 
## [180] "eurostat/t2020_52/unit:THS_PER/country:IT" 
## [181] "eurostat/tessi150/country:PL"              
## [182] "eurostat/tessi150/country:SE"              
## [183] "eurostat/tessi150/country:SI"              
## [184] "eurostat/tessi150/country:SK"              
## [185] "eurostat/t2020_52/unit:THS_PER/country:HR" 
## [186] "eurostat/tessi150/country:RO"              
## [187] "eurostat/t2020_52/unit:THS_PER/country:IE" 
## [188] "eurostat/t2020_52/unit:THS_PER/country:HU" 
## [189] "eurostat/tessi150/country:UK"              
## [190] "eurostat/t2020_52/unit:THS_PER/country:MT" 
## [191] "eurostat/t2020_52/unit:THS_PER/country:NL" 
## [192] "eurostat/t2020_52/unit:THS_PER/country:NO" 
## [193] "eurostat/t2020_53/unit:THS_PER/country:RO" 
## [194] "eurostat/t2020_53/unit:THS_PER/country:SE" 
## [195] "eurostat/t2020_53/unit:THS_PER/country:SI" 
## [196] "eurostat/t2020_53/unit:THS_PER/country:SK" 
## [197] "eurostat/t2020_52/unit:THS_PER/country:LT" 
## [198] "eurostat/t2020_52/unit:THS_PER/country:LU" 
## [199] "eurostat/t2020_52/unit:THS_PER/country:LV" 
## [200] "eurostat/t2020_53/unit:THS_PER/country:PL" 
## [201] "eurostat/t2020_53/unit:THS_PER/country:PT" 
## [202] "eurostat/t2020_53/unit:THS_PER/country:UK" 
## [203] "eurostat/tessi150/country:CH"              
## [204] "eurostat/tessi150/country:AT"              
## [205] "eurostat/tessi150/country:BE"              
## [206] "eurostat/tessi150/country:BG"              
## [207] "eurostat/tessi150/country:EE"              
## [208] "eurostat/tessi150/country:EL"              
## [209] "eurostat/tessi150/country:DE"              
## [210] "eurostat/tessi150/country:CY"              
## [211] "eurostat/tessi150/country:CZ"              
## [212] "eurostat/tessi150/country:DK"              
## [213] "eurostat/tessi150/country:FR"              
## [214] "eurostat/t2020_53/unit:THS_PER/country:AT" 
## [215] "eurostat/t2020_53/unit:THS_PER/country:BE" 
## [216] "eurostat/t2020_53/unit:THS_PER/country:BG" 
## [217] "eurostat/tessi150/country:ES"              
## [218] "eurostat/t2020_53/unit:THS_PER/country:CH" 
## [219] "eurostat/tessi150/country:FI"              
## [220] "eurostat/tessi150/country:HR"              
## [221] "eurostat/tessi150/country:HU"              
## [222] "eurostat/tessi150/country:IE"              
## [223] "eurostat/t2020_53/unit:THS_PER/country:ES" 
## [224] "eurostat/t2020_53/unit:THS_PER/country:FI" 
## [225] "eurostat/t2020_53/unit:THS_PER/country:FR" 
## [226] "eurostat/tessi150/country:IS"              
## [227] "eurostat/tessi150/country:IT"              
## [228] "eurostat/tessi150/country:LT"              
## [229] "eurostat/t2020_53/unit:THS_PER/country:DE" 
## [230] "eurostat/tessi150/country:LU"              
## [231] "eurostat/tessi150/country:LV"              
## [232] "eurostat/t2020_53/unit:THS_PER/country:CY" 
## [233] "eurostat/t2020_53/unit:THS_PER/country:CZ" 
## [234] "eurostat/t2020_53/unit:THS_PER/country:DK" 
## [235] "eurostat/t2020_53/unit:THS_PER/country:EE" 
## [236] "eurostat/t2020_53/unit:THS_PER/country:EL" 
## [237] "eurostat/t2020_53/unit:THS_PER/country:IS" 
## [238] "eurostat/t2020_53/unit:THS_PER/country:IT" 
## [239] "eurostat/tessi150/country:MT"              
## [240] "eurostat/tessi150/country:NL"              
## [241] "eurostat/tessi150/country:NO"              
## [242] "eurostat/t2020_53/unit:THS_PER/country:HR" 
## [243] "eurostat/t2020_53/unit:THS_PER/country:HU" 
## [244] "eurostat/t2020_53/unit:THS_PER/country:IE" 
## [245] "eurostat/t2020_53/unit:THS_PER/country:MT" 
## [246] "eurostat/t2020_53/unit:THS_PER/country:NL" 
## [247] "eurostat/t2020_53/unit:THS_PER/country:NO" 
## [248] "eurostat/sdg_10_30/country:SE"             
## [249] "eurostat/sdg_10_30/country:SI"             
## [250] "eurostat/sdg_10_30/country:SK"             
## [251] "eurostat/t2020_53/unit:THS_PER/country:LT" 
## [252] "eurostat/t2020_53/unit:THS_PER/country:LU" 
## [253] "eurostat/t2020_53/unit:THS_PER/country:LV" 
## [254] "eurostat/sdg_10_30/country:RO"             
## [255] "eurostat/sdg_10_30/country:PT"             
## [256] "eurostat/sdg_10_30/country:PL"             
## [257] "eurostat/tps00203/unit:THS_PER/area:EA"    
## [258] "eurostat/sdg_10_30/country:UK"             
## [259] "eurostat/sdg_10_30/country:CH"             
## [260] "eurostat/sdg_10_30/country:AT"             
## [261] "eurostat/sdg_10_30/country:BE"             
## [262] "eurostat/sdg_10_30/country:BG"             
## [263] "eurostat/sdg_10_30/country:IS"             
## [264] "eurostat/sdg_10_30/country:IT"             
## [265] "eurostat/sdg_10_30/country:HR"             
## [266] "eurostat/sdg_10_30/country:IE"             
## [267] "eurostat/sdg_10_30/country:HU"             
## [268] "eurostat/sdg_10_30/country:FR"             
## [269] "eurostat/sdg_10_30/country:ES"             
## [270] "eurostat/sdg_10_30/country:FI"             
## [271] "eurostat/sdg_10_30/country:EE"             
## [272] "eurostat/sdg_10_30/country:EL"             
## [273] "eurostat/sdg_10_30/country:DE"             
## [274] "eurostat/sdg_10_30/country:CY"             
## [275] "eurostat/sdg_10_30/country:CZ"             
## [276] "eurostat/sdg_10_30/country:DK"             
## [277] "eurostat/sdg_10_30/country:MT"             
## [278] "eurostat/sdg_10_30/country:NL"             
## [279] "eurostat/sdg_10_30/country:NO"             
## [280] "eurostat/sdg_10_30/country:LT"             
## [281] "eurostat/sdg_10_30/country:LU"             
## [282] "eurostat/sdg_10_30/country:LV"             
## [283] "eurostat/tespn020/country:DE"              
## [284] "eurostat/tespn020/country:CY"              
## [285] "eurostat/tespn020/country:CZ"              
## [286] "eurostat/tespn020/country:DK"              
## [287] "eurostat/tespn020/country:EE"              
## [288] "eurostat/tespn020/country:EL"              
## [289] "eurostat/tespn020/country:ES"              
## [290] "eurostat/tespn020/country:FI"              
## [291] "eurostat/tespn020/country:FR"              
## [292] "eurostat/tespn020/country:HR"              
## [293] "eurostat/tespn020/country:IE"              
## [294] "eurostat/tespn020/country:HU"              
## [295] "eurostat/tespn020/country:IS"              
## [296] "eurostat/tespn020/country:IT"              
## [297] "eurostat/tespn020/country:AT"              
## [298] "eurostat/tespn020/country:BE"              
## [299] "eurostat/tespn020/country:BG"              
## [300] "eurostat/tespn020/country:CH"              
## [301] "eurostat/tespn020/country:UK"              
## [302] "eurostat/tespn020/country:LT"              
## [303] "eurostat/tespn020/country:LU"              
## [304] "eurostat/tespn020/country:LV"              
## [305] "eurostat/tespn020/country:MT"              
## [306] "eurostat/tespn020/country:NL"              
## [307] "eurostat/tespn020/country:NO"              
## [308] "eurostat/tespn020/country:PL"              
## [309] "eurostat/tespn020/country:PT"              
## [310] "eurostat/tespn020/country:RO"              
## [311] "eurostat/tespn020/country:SE"              
## [312] "eurostat/tespn020/country:SI"              
## [313] "eurostat/tespn020/country:SK"              
## [314] "eurostat/t2020_51/unit:THS_PER/area:EU"    
## [315] "eurostat/tps00181/country:AT"              
## [316] "eurostat/tps00181/country:BE"              
## [317] "eurostat/tps00181/country:BG"              
## [318] "eurostat/tps00181/country:EE"              
## [319] "eurostat/tps00181/country:EL"              
## [320] "eurostat/tps00181/country:DE"              
## [321] "eurostat/tps00181/country:CY"              
## [322] "eurostat/tps00181/country:CZ"              
## [323] "eurostat/tps00181/country:DK"              
## [324] "eurostat/tps00181/country:FR"              
## [325] "eurostat/tps00181/country:ES"              
## [326] "eurostat/tps00181/country:FI"              
## [327] "eurostat/tps00181/country:HR"              
## [328] "eurostat/tps00181/country:IE"              
## [329] "eurostat/tps00181/country:HU"              
## [330] "eurostat/tps00181/country:IT"              
## [331] "eurostat/tps00181/country:LT"              
## [332] "eurostat/tps00181/country:LU"              
## [333] "eurostat/tps00181/country:LV"              
## [334] "eurostat/tespn250/country:AT"              
## [335] "eurostat/tespn250/country:BE"              
## [336] "eurostat/tespn250/country:BG"              
## [337] "eurostat/sdg_10_30/area:EU"                
## [338] "eurostat/tespn250/country:CH"              
## [339] "eurostat/tps00181/country:MT"              
## [340] "eurostat/tps00181/country:NL"              
## [341] "eurostat/tps00181/country:PT"              
## [342] "eurostat/tespn250/country:ES"              
## [343] "eurostat/tps00181/country:PL"              
## [344] "eurostat/tespn250/country:FI"              
## [345] "eurostat/tps00181/country:SE"              
## [346] "eurostat/tespn250/country:FR"              
## [347] "eurostat/tps00181/country:SI"              
## [348] "eurostat/tps00181/country:SK"              
## [349] "eurostat/tespn250/country:DE"              
## [350] "eurostat/tespn250/country:CY"              
## [351] "eurostat/tespn250/country:CZ"              
## [352] "eurostat/tps00181/country:RO"              
## [353] "eurostat/tespn250/country:DK"              
## [354] "eurostat/tespn250/country:EE"              
## [355] "eurostat/tps00181/country:UK"              
## [356] "eurostat/tespn250/country:EL"              
## [357] "eurostat/tespn250/country:IS"              
## [358] "eurostat/tespn250/country:IT"              
## [359] "eurostat/tespn250/country:HR"              
## [360] "eurostat/tespn250/country:HU"              
## [361] "eurostat/tespn250/country:IE"              
## [362] "eurostat/tespn250/country:MT"              
## [363] "eurostat/tps00071/country:DE"              
## [364] "eurostat/tps00071/country:CY"              
## [365] "eurostat/tps00071/country:CZ"              
## [366] "eurostat/tps00071/country:DK"              
## [367] "eurostat/tespn250/country:NL"              
## [368] "eurostat/tespn250/country:NO"              
## [369] "eurostat/tps00071/country:EE"              
## [370] "eurostat/tps00071/country:EL"              
## [371] "eurostat/tps00071/country:ES"              
## [372] "eurostat/tps00071/country:FI"              
## [373] "eurostat/tps00071/country:FR"              
## [374] "eurostat/tespn250/country:LT"              
## [375] "eurostat/tespn250/country:LU"              
## [376] "eurostat/tespn250/country:LV"              
## [377] "eurostat/tespn250/country:RO"              
## [378] "eurostat/tps00071/country:HR"              
## [379] "eurostat/tespn250/country:SE"              
## [380] "eurostat/tps00071/country:HU"              
## [381] "eurostat/tps00071/country:IE"              
## [382] "eurostat/tespn250/country:SI"              
## [383] "eurostat/tespn250/country:SK"              
## [384] "eurostat/tps00071/country:IS"              
## [385] "eurostat/tps00071/country:IT"              
## [386] "eurostat/tespn250/country:PL"              
## [387] "eurostat/tespn250/country:PT"              
## [388] "eurostat/tespn250/country:UK"              
## [389] "eurostat/tps00071/country:AT"              
## [390] "eurostat/tps00071/country:BE"              
## [391] "eurostat/tps00071/country:BG"              
## [392] "eurostat/tps00071/country:CH"              
## [393] "eurostat/tps00071/country:UK"              
## [394] "eurostat/tps00071/country:LT"              
## [395] "eurostat/tps00071/country:LU"              
## [396] "eurostat/tps00071/country:LV"              
## [397] "eurostat/tps00071/country:MT"              
## [398] "eurostat/tps00071/country:NL"              
## [399] "eurostat/tps00071/country:NO"              
## [400] "eurostat/tps00071/country:PL"              
## [401] "eurostat/tps00071/country:PT"              
## [402] "eurostat/tps00071/country:RO"              
## [403] "eurostat/tps00071/country:SE"              
## [404] "eurostat/tps00071/country:SI"              
## [405] "eurostat/tps00071/country:SK"              
## [406] "eurostat/tps00203/unit:THS_PER/country:AT" 
## [407] "eurostat/tps00203/unit:THS_PER/country:BE" 
## [408] "eurostat/tps00203/unit:THS_PER/country:BG" 
## [409] "eurostat/tps00203/unit:THS_PER/country:IS" 
## [410] "eurostat/tps00203/unit:THS_PER/country:IT" 
## [411] "eurostat/tps00203/unit:THS_PER/country:HR" 
## [412] "eurostat/tps00203/unit:THS_PER/country:IE" 
## [413] "eurostat/tps00203/unit:THS_PER/country:HU" 
## [414] "eurostat/tps00203/unit:THS_PER/country:FR" 
## [415] "eurostat/tps00203/unit:THS_PER/country:ES" 
## [416] "eurostat/tps00203/unit:THS_PER/country:FI" 
## [417] "eurostat/tps00203/unit:THS_PER/country:EE" 
## [418] "eurostat/tps00203/unit:THS_PER/country:EL" 
## [419] "eurostat/tps00203/unit:THS_PER/country:DE" 
## [420] "eurostat/tps00203/unit:THS_PER/country:CY" 
## [421] "eurostat/tps00203/unit:THS_PER/country:CZ" 
## [422] "eurostat/tps00203/unit:THS_PER/country:DK" 
## [423] "eurostat/tps00203/unit:THS_PER/country:SE" 
## [424] "eurostat/tps00203/unit:THS_PER/country:SI" 
## [425] "eurostat/tps00203/unit:THS_PER/country:SK" 
## [426] "eurostat/tps00203/unit:THS_PER/country:RO" 
## [427] "eurostat/tps00203/unit:THS_PER/country:PT" 
## [428] "eurostat/tps00203/unit:THS_PER/country:PL" 
## [429] "eurostat/tps00203/unit:THS_PER/country:MT" 
## [430] "eurostat/tps00203/unit:THS_PER/country:NL" 
## [431] "eurostat/tps00203/unit:THS_PER/country:NO" 
## [432] "eurostat/tps00203/unit:THS_PER/country:LT" 
## [433] "eurostat/tps00203/unit:THS_PER/country:LU" 
## [434] "eurostat/tps00203/unit:THS_PER/country:LV" 
## [435] "eurostat/t2020_52/unit:THS_PER/area:EU"    
## [436] "eurostat/tps00203/unit:THS_PER/country:UK" 
## [437] "eurostat/tespm151/country:PT"              
## [438] "eurostat/tespm151/country:PL"              
## [439] "eurostat/tespm151/country:SE"              
## [440] "eurostat/tespm151/country:SI"              
## [441] "eurostat/tespm151/country:SK"              
## [442] "eurostat/tespm151/country:RO"              
## [443] "eurostat/tespm151/country:UK"              
## [444] "eurostat/t2020_50/unit:THS_CD08/country:UK"
## [445] "eurostat/t2020_50/unit:THS_CD08/country:RO"
## [446] "eurostat/t2020_50/unit:THS_CD08/country:SE"
## [447] "eurostat/t2020_50/unit:THS_CD08/country:SI"
## [448] "eurostat/t2020_50/unit:THS_CD08/country:SK"
## [449] "eurostat/t2020_50/unit:THS_CD08/country:PL"
## [450] "eurostat/t2020_50/unit:THS_CD08/country:PT"
## [451] "eurostat/t2020_50/unit:THS_CD08/country:IS"
## [452] "eurostat/t2020_50/unit:THS_CD08/country:IT"
## [453] "eurostat/tespm151/country:CH"              
## [454] "eurostat/tespm151/country:AT"              
## [455] "eurostat/tespm151/country:BE"              
## [456] "eurostat/tespm151/country:BG"              
## [457] "eurostat/tespm151/country:EE"              
## [458] "eurostat/t2020_50/unit:THS_CD08/country:HR"
## [459] "eurostat/t2020_50/unit:THS_CD08/country:IE"
## [460] "eurostat/t2020_50/unit:THS_CD08/country:HU"
## [461] "eurostat/tespm151/country:EL"              
## [462] "eurostat/tespm151/country:DE"              
## [463] "eurostat/t2020_50/unit:THS_CD08/country:ES"
## [464] "eurostat/tespm151/country:CY"              
## [465] "eurostat/tespm151/country:CZ"              
## [466] "eurostat/tespm151/country:DK"              
## [467] "eurostat/t2020_50/unit:THS_CD08/country:FI"
## [468] "eurostat/tespm151/country:FR"              
## [469] "eurostat/t2020_50/unit:THS_CD08/country:FR"
## [470] "eurostat/tespm151/country:ES"              
## [471] "eurostat/tespm151/country:FI"              
## [472] "eurostat/t2020_50/unit:THS_CD08/country:DE"
## [473] "eurostat/t2020_50/unit:THS_CD08/country:CY"
## [474] "eurostat/t2020_50/unit:THS_CD08/country:CZ"
## [475] "eurostat/t2020_50/unit:THS_CD08/country:DK"
## [476] "eurostat/tespm151/country:HR"              
## [477] "eurostat/tespm151/country:IE"              
## [478] "eurostat/tespm151/country:HU"              
## [479] "eurostat/t2020_50/unit:THS_CD08/country:EE"
## [480] "eurostat/t2020_50/unit:THS_CD08/country:EL"
## [481] "eurostat/t2020_50/unit:THS_CD08/country:AT"
## [482] "eurostat/t2020_50/unit:THS_CD08/country:BE"
## [483] "eurostat/t2020_50/unit:THS_CD08/country:BG"
## [484] "eurostat/t2020_50/unit:THS_CD08/country:CH"
## [485] "eurostat/tespm151/country:IS"              
## [486] "eurostat/tespm151/country:IT"              
## [487] "eurostat/tespm151/country:LT"              
## [488] "eurostat/tespm151/country:LU"              
## [489] "eurostat/tespm151/country:LV"              
## [490] "eurostat/tespm151/country:MT"              
## [491] "eurostat/tespm151/country:NL"              
## [492] "eurostat/tespm151/country:NO"              
## [493] "eurostat/t2020_50/unit:THS_CD08/country:MT"
## [494] "eurostat/t2020_50/unit:THS_CD08/country:NL"
## [495] "eurostat/t2020_50/unit:THS_CD08/country:NO"
## [496] "eurostat/t2020_50/unit:THS_CD08/country:LT"
## [497] "eurostat/t2020_50/unit:THS_CD08/country:LU"
## [498] "eurostat/t2020_50/unit:THS_CD08/country:LV"

Then add these tables to qn_tables in the question code, and increase TW:PERMUTATIONS accordingly.

Using twstats in a tutorweb question

2019-07-26

Using twstats in a tutorweb question

Updating a question with new data

Contents