Module:Tabular data

From Bonkipedia

This module provides basic functions for interacting with tabular data on Wikimedia Commons.

cell

Returns the value of the cell at the given row index and column name.

Usage: {{#invoke:Tabular_data|cell|Page name.tab|output_row=Index of row to output|output_column=Name of column to output}}

A row index of 1 refers to the first row in the table. A row index of -1 refers to the last row in the table. It is an error to specify a row index of 0.

Examples

Latest death toll in c:Data:COVID-19 cases in Santa Clara County, California.tab (regardless of when the table was last updated):

{{#invoke:Tabular data|cell
|output_row=-1
|output_column=deaths
|COVID-19 cases in Santa Clara County, California.tab}}

3226

lookup

Returns the value of the cell(s) in one or more output columns of the row matching the search key and column.

This function is reminiscent of LOOKUP() macros in popular spreadsheet applications, except that the search key must match exactly. (On the other hand, this means the table does not need to be sorted.)

Usage: {{#invoke:Tabular_data|lookup|Page name.tab|search_value=Value to find in column|search_column=Name of column to search in|output_column=Name of column to output|output_column2=Name of another column to output|output_columnn=…|output_format=String format to format the output}}

If multiple columns are output without an explicit string format, this function formats the output as a human-readable list.

Some may find {{Tabular query}} (which uses this module) an intuitive way to obtain cell data as it resembles a simple SQL query.

Parameters

|1=
Page name on Commons with extension but no namespace
|search_value= or |search_pattern=
Value to find or pattern to match in column
|search_column=
Name of column to search in
|occurrence=
Index of the match to output in case of multiple matching rows. A row index of 1 refers to the first matching row. A row index of -1 refers to the last matching row. It is an error to specify a row index of 0.
|output_column= or |output_column1=, |output_column2=, ...
Names of columns to output
|output_format=
String format to format the output

Examples

Total confirmed case count in c:Data:COVID-19 cases in Santa Clara County, California.tab on the day that the county issued a stay-at-home order:

Lua error at line 77: Output column “totalConfirmedCases” not found..

The last day that a hundred or more patients with COVID-19 were in the hospital in c:Data:COVID-19 cases in Santa Clara County, California.tab:

{{#invoke:Tabular data|lookup
|search_pattern=%d%d%d
|search_column=hospitalized
|output_column=date
|occurrence=-1
|COVID-19 cases in Santa Clara County, California.tab}}

2020-01-27

Total number of administrators on all Wikimedia wikis using c:Data:Wikipedia statistics/data.tab:

{{#invoke:Tabular data|lookup
|search_column=site
|output_column=admins
|search_value=total.all
|Wikipedia statistics/data.tab}}

5638

Number of administrators and users on all Wikimedia wikis using c:Data:Wikipedia statistics/data.tab:

{{#invoke:Tabular data|lookup
|output_column=admins
|output_format=%d out of %d users are administrators
|search_column=site
|search_value=total.all
|output_column2=users
|Wikipedia statistics/data.tab}}

5638

Note: Wikipedia statistics are shown as an illustration only. In practice, there is a high-performance module {{NUMBEROF}} to access Wikipedia statistics.

wikitable

Returns the entire data table as a (rather plain) table.

Usage: {{#invoke:Tabular_data|wikitable|Page name.tab}}

Examples

COVID-19 statistics in Santa Clara County, California
{{#invoke:Tabular data|wikitable
|COVID-19 cases in Santa Clara County, California.tab}}

COVID-19 cases in Santa Clara County, California
DateNew casesTotal confirmed casesHospitalized confirmedHospitalized suspectedDeaths
2020-01-2711N/AN/A0
2020-01-2812N/AN/A0
2020-01-2913N/AN/A0
2020-01-3014N/AN/A0
2020-01-3126N/AN/A0
2020-02-0106N/AN/A0
2020-02-0206N/AN/A0
2020-02-0306N/AN/A0
2020-02-0406N/AN/A0
2020-02-0506N/AN/A0
2020-02-0606N/AN/A1
2020-02-0706N/AN/A1
2020-02-0806N/AN/A1
2020-02-0906N/AN/A1
2020-02-1006N/AN/A1
2020-02-1106N/AN/A1
2020-02-1206N/AN/A1
2020-02-1306N/AN/A1
2020-02-1406N/AN/A1
2020-02-1506N/AN/A1
2020-02-1606N/AN/A1
2020-02-1717N/AN/A2
2020-02-1807N/AN/A2
2020-02-1907N/AN/A2
2020-02-2018N/AN/A2
2020-02-2108N/AN/A2
2020-02-2208N/AN/A2
2020-02-2308N/AN/A2
2020-02-2408N/AN/A2
2020-02-2508N/AN/A2
2020-02-26210N/AN/A2
2020-02-27010N/AN/A2
2020-02-28212N/AN/A2
2020-02-29416N/AN/A2
2020-03-01016N/AN/A2
2020-03-02521N/AN/A2
2020-03-03223N/AN/A2
2020-03-04528N/AN/A2
2020-03-05735N/AN/A2
2020-03-061045N/AN/A3
2020-03-07853N/AN/A3
2020-03-08457N/AN/A3
2020-03-091774N/AN/A5
2020-03-101589N/AN/A5
2020-03-1126115N/AN/A5
2020-03-122313831N/A5
2020-03-134818637N/A6
2020-03-144322938N/A6
2020-03-1532261N/AN/A7
2020-03-163729852N/A7
2020-03-175134956N/A10
2020-03-184239156N/A10
2020-03-194343462N/A10
2020-03-206349765N/A12
2020-03-213653393N/A14
2020-03-2242575N/AN/A16
2020-03-2378653116N/A21
2020-03-2470723125N/A22
2020-03-2579802137N/A29
2020-03-2673875154N/A29
2020-03-27669411257430
2020-03-28409811419432
2020-03-29251,0061506234
2020-03-30741,08015410836
2020-03-31521,1321498737
2020-04-01501,1821526940
2020-04-02521,2341657742
2020-04-03431,2771657143
2020-04-04321,3091686345
2020-04-05421,3511675847
2020-04-06531,4041836448
2020-04-07411,4451895749
2020-04-08701,5151504251
2020-04-09681,5831517055
2020-04-10811,6641554556
2020-04-11411,7051404361
2020-04-12241,7291394867
2020-04-13401,7691484368
2020-04-14441,8131384070
2020-04-15311,8441416374
2020-04-16261,8701373677
2020-04-17401,9101493782
2020-04-18151,9251432786
2020-04-19141,9391431988
2020-04-20251,9641562293
2020-04-21261,9901443396
2020-04-22492,0391373599
2020-04-23202,05914325100
2020-04-24292,08813132101
2020-04-25142,10212631102
2020-04-26112,11312546105
2020-04-27242,13711546107
2020-04-28212,15811628109
2020-04-29282,18610918110
2020-04-30112,19710430113
2020-05-01222,2199328115
2020-05-02122,2319421118
2020-05-0382,2399719120
2020-05-04192,2589124124
2020-05-05132,2718014124
2020-05-06272,2987622126
2020-05-07132,3117214126
2020-05-08242,3357326127
2020-05-09112,3466624128
2020-05-1032,3496630128
2020-05-11202,3696330130
2020-05-12152,3845623131
2020-05-13202,4045615132
2020-05-14242,4285020133
2020-05-15152,4434718134
2020-05-16152,4584921135
2020-05-1772,4654525135
2020-05-18392,5044628135
2020-05-19442,5483726135
2020-05-20362,5843419135
2020-05-21212,6053511136
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2020-05-2572,6573114137
2020-05-26302,6873518137
2020-05-27392,7262716137
2020-05-28232,7492712139
2020-05-29442,7932623139
2020-05-30162,8092920139
2020-05-31102,8192621141
2020-06-01342,8532413142
2020-06-02252,8782717143
2020-06-03412,9193324143
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2020-06-05372,9923830144
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2020-06-08393,062448144
2020-06-09463,1084110145
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2020-06-11503,2213920146
2020-06-12583,2794310147
2020-06-13213,3003510147
2020-06-14133,3133810147
2020-06-15623,3753714147
2020-06-16943,4693216147
2020-06-17913,5603620147
2020-06-181023,6623414147
2020-06-191113,7733817148
2020-06-20503,8233820149
2020-06-21373,8603814149
2020-06-221043,964488149
2020-06-231894,1535612151
2020-06-241464,2996511152
2020-06-251334,4326813153
2020-06-261374,5696611153
2020-06-271114,6807611153
2020-06-28604,7407813153
2020-06-291444,8848512155
2020-06-301895,073819155
2020-07-011855,2588115155
2020-07-021845,4429115156
2020-07-03785,5208315157
2020-07-04445,5648612159
2020-07-05955,6598727162
2020-07-062535,9128818164
2020-07-072906,2029817165
2020-07-082836,48510614165
2020-07-092826,76711623170
2020-07-102487,01511822170
2020-07-111817,19612025170
2020-07-121197,31512918171
2020-07-132067,52114424172
2020-07-143537,87414029174
2020-07-153818,25514537175
2020-07-163398,59414626177
2020-07-172958,88915131178
2020-07-181729,06115135180
2020-07-19889,14915635181
2020-07-202189,36716729182
2020-07-213129,67916934183
2020-07-222999,97817323183
2020-07-2328110,25917629186
2020-07-2424610,50517827187
2020-07-2512610,63117544189
2020-07-268610,71717446190
2020-07-2717610,89317429190
2020-07-2829811,19118525192
2020-07-2927111,46217732192
2020-07-3024011,70217833194
2020-07-3125911,96118220195
2020-08-0117312,13418331197
2020-08-028412,21818123199
2020-08-0317012,38816924202
2020-08-0430212,69017225205
2020-08-0533313,02316928206
2020-08-0624613,26916911206
2020-08-0725813,52717013206
2020-08-0820613,73317223206
2020-08-0910813,84117715207
2020-08-1022114,06218015207
2020-08-1132914,39116627209
2020-08-1228414,67516917210
2020-08-1324214,91717610213
2020-08-1425315,17016715214
2020-08-1515615,32617310216
2020-08-167115,3971729219
2020-08-1718515,58217111220
2020-08-1826815,8501667222
2020-08-1917216,02216216227
2020-08-2016216,18415320229
2020-08-2116616,35015511232
2020-08-2213716,48715812234
2020-08-236016,5471579236
2020-08-2415416,70115315240
2020-08-2528716,9881427241
2020-08-2622817,2161389247
2020-08-2719817,41413813247
2020-08-2819017,6041395250
2020-08-2914117,74514711251
2020-08-305617,80113813254
2020-08-3114817,94913111255
2020-09-0123418,18312814258
2020-09-0223118,41412816259
2020-09-0316818,58212222260
2020-09-0417718,75912012262
2020-09-059018,84912216262
2020-09-064518,89411612266
2020-09-074118,9351206266
2020-09-0819219,1271135270
2020-09-0920719,33412011270
2020-09-1014419,47811011271
2020-09-1113219,61010515273
2020-09-128319,69310713274
2020-09-133319,72610714279
2020-09-1412519,85110111283
2020-09-1522620,07710213286
2020-09-1615020,22710013286
2020-09-1717620,40310916288
2020-09-1813220,53511417288
2020-09-197120,60610814292
2020-09-204220,64810916293
2020-09-2112220,7709910294
2020-09-2214520,9151039296
2020-09-2313821,0531017298
2020-09-2411821,1711046300
2020-09-2510321,27410110300
2020-09-265321,3278610304
2020-09-274021,367896308
2020-09-289721,4648910310
2020-09-2914621,6108710312
2020-09-3011821,7288712315
2020-10-0112021,8488215315
2020-10-0212121,969788317
2020-10-036622,0357612319
2020-10-044322,0788815322
2020-10-058522,1638416324
2020-10-0615022,3137618325
2020-10-0713022,4437417325
2020-10-0812722,5707514330
2020-10-0911222,6826720331
2020-10-108722,7697213331
2020-10-114422,8137817334
2020-10-1213422,9478021336
2020-10-1315023,0977912336
2020-10-1414323,240859337
2020-10-1516023,4008312339
2020-10-1611123,5118611339
2020-10-176623,5777814339
2020-10-184023,6178713341
2020-10-1914023,7578812343
2020-10-2019723,9549622343
2020-10-2114824,1029213347
2020-10-2213224,2348913349
2020-10-2314524,3798713353
2020-10-246924,4489024355
2020-10-255624,5048721356
2020-10-2615824,6628016357
2020-10-2720224,8647819359
2020-10-2816925,0338311359
2020-10-2914325,176857360
2020-10-3014825,324909362
2020-10-319825,422857363
2020-11-015625,4788613367
2020-11-0222025,6988819371
2020-11-0328125,9799815372
2020-11-0429926,278999378
2020-11-0526626,5448715379
2020-11-0625826,8029313380
2020-11-0721127,01310216381
2020-11-088627,09910312384
2020-11-0929727,39610715385
2020-11-1042727,82310621386
2020-11-1134528,16810210388
2020-11-1244528,61311015389
2020-11-1338128,9941296390
2020-11-1426729,26113511391
2020-11-1511729,3781456395
2020-11-1631729,6951517396
2020-11-1756530,2601557403
2020-11-1857530,8351616404
2020-11-1951331,3481669408
2020-11-2055231,90017512408
2020-11-2134132,24119216411
2020-11-2227432,51519111413
2020-11-2363133,14619717414
2020-11-2468933,83521322419
2020-11-2584234,67722118422
2020-11-2615234,82922215425
2020-11-2752935,35823914427
2020-11-2856035,91827220432
2020-11-2951136,42928615436
2020-11-3094337,3722889439
2020-12-011,29838,6702877444
2020-12-021,35140,02129611451
2020-12-031,22941,25031115461
2020-12-041,22542,47531913465
2020-12-0581643,29133319470
2020-12-0649343,78436520477
2020-12-071,28245,06638330488
2020-12-081,55246,61840320494
2020-12-091,54048,15841413502
2020-12-101,33249,49042626511
2020-12-111,11450,60444623522
2020-12-1282051,42448418532
2020-12-1376652,19049123539
2020-12-141,24753,43752825552
2020-12-151,83555,27255821572
2020-12-161,64056,91256622583
2020-12-171,49658,40857621601
2020-12-181,18659,59461031614
2020-12-1974860,34260821635
2020-12-2060160,94362127650
2020-12-211,52862,47162322674
2020-12-221,43763,90863125693
2020-12-231,43265,34064518708
2020-12-2474366,08366515723
2020-12-2520966,29263022744
2020-12-2699167,28365116763
2020-12-2780568,08866918790
2020-12-281,82269,91071223810
2020-12-291,81471,72469720831
2020-12-301,91173,63568217850
2020-12-311,17574,81069622870
2021-01-0127575,08569121902
2021-01-0299076,07569124922
2021-01-0392877,00370020947
2021-01-041,60578,60872718960
2021-01-052,25280,86070917978
2021-01-061,80882,66872625993
2021-01-071,62584,293707211,010
2021-01-081,14285,435708191,027
2021-01-0987086,305700181,051
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2021-01-111,28288,283695141,086
2021-01-121,48589,768689201,112
2021-01-131,31491,082666311,130
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2024-08-19119523,144N/AN/A2,855
2024-08-20110523,254N/AN/A2,855
2024-08-21114523,368N/AN/A2,855
2024-08-2297523,465N/AN/A2,855
2024-08-23113523,578N/AN/A2,855
2024-08-2470523,648N/AN/A2,855
2024-08-2555523,703N/AN/A2,855
2024-08-26106523,809N/AN/A2,855
2024-08-27106523,915N/AN/A2,855
2024-08-28102524,017N/AN/A2,855
2024-08-2993524,110N/AN/A2,855
2024-08-30110524,220N/AN/A2,855
2024-08-3151524,271N/AN/A2,855
2024-09-0153524,324N/AN/A2,855
2024-09-0277524,401N/AN/A2,855
2024-09-03110524,511N/AN/A2,855
2024-09-0491524,602N/AN/A2,855
2024-09-0570524,672N/AN/A2,855
2024-09-0673524,745N/AN/A3,180
2024-09-0737524,782N/AN/A3,180
2024-09-0852524,834N/AN/A3,180
2024-09-0974524,908N/AN/A3,180
2024-09-1077524,985N/AN/A3,180
2024-09-1166525,051N/AN/A3,180
2024-09-1272525,123N/AN/A3,180
2024-09-1352525,175N/AN/A3,182
2024-09-1448525,223N/AN/A3,182
2024-09-1538525,261N/AN/A3,182
2024-09-1660525,321N/AN/A3,182
2024-09-1753525,374N/AN/A3,182
2024-09-1851525,425N/AN/A3,182
2024-09-1951525,476N/AN/A3,182
2024-09-2033525,509N/AN/A3,188
2024-09-2132525,541N/AN/A3,188
2024-09-2237525,578N/AN/A3,188
2024-09-2359525,637N/AN/A3,188
2024-09-2432525,669N/AN/A3,188
2024-09-2545525,714N/AN/A3,188
2024-09-2646525,760N/AN/A3,188
2024-09-2723525,783N/AN/A3,196
2024-09-2828525,811N/AN/A3,196
2024-09-2930525,841N/AN/A3,196
2024-09-3054525,895N/AN/A3,196
2024-10-0132525,927N/AN/A3,196
2024-10-0231525,958N/AN/A3,196
2024-10-0326525,984N/AN/A3,196
2024-10-0428526,012N/AN/A3,199
2024-10-0520526,032N/AN/A3,199
2024-10-0623526,055N/AN/A3,199
2024-10-0735526,090N/AN/A3,199
2024-10-0829526,119N/AN/A3,199
2024-10-0927526,146N/AN/A3,199
2024-10-1019526,165N/AN/A3,199
2024-10-1131526,196N/AN/A3,204
2024-10-1219526,215N/AN/A3,204
2024-10-1318526,233N/AN/A3,204
2024-10-1424526,257N/AN/A3,204
2024-10-1527526,284N/AN/A3,204
2024-10-1620526,304N/AN/A3,204
2024-10-1716526,320N/AN/A3,204
2024-10-1816526,336N/AN/A3,206
2024-10-1912526,348N/AN/A3,206
2024-10-2010526,358N/AN/A3,206
2024-10-2128526,386N/AN/A3,206
2024-10-2223526,409N/AN/A3,206
2024-10-2323526,432N/AN/A3,206
2024-10-2426526,458N/AN/A3,206
2024-10-2525526,483N/AN/A3,210
2024-10-2617526,500N/AN/A3,210
2024-10-2723526,523N/AN/A3,210
2024-10-2834526,557N/AN/A3,210
2024-10-2925526,582N/AN/A3,210
2024-10-3015526,597N/AN/A3,210
2024-10-3125526,622N/AN/A3,210
2024-11-0117526,639N/AN/A3,214
2024-11-0217526,656N/AN/A3,214
2024-11-0312526,668N/AN/A3,214
2024-11-0425526,693N/AN/A3,214
2024-11-0517526,710N/AN/A3,214
2024-11-0628526,738N/AN/A3,214
2024-11-0718526,756N/AN/A3,214
2024-11-0814526,770N/AN/A3,215
2024-11-0916526,786N/AN/A3,215
2024-11-107526,793N/AN/A3,215
2024-11-1112526,805N/AN/A3,215
2024-11-1216526,821N/AN/A3,215
2024-11-1321526,842N/AN/A3,215
2024-11-1414526,856N/AN/A3,215
2024-11-1524526,880N/AN/A3,219
2024-11-1621526,901N/AN/A3,219
2024-11-1713526,914N/AN/A3,219
2024-11-1823526,937N/AN/A3,219
2024-11-1915526,952N/AN/A3,219
2024-11-2022526,974N/AN/A3,219
2024-11-2123526,997N/AN/A3,219
2024-11-2215527,012N/AN/A3,221
2024-11-2313527,025N/AN/A3,221
2024-11-2412527,037N/AN/A3,221
2024-11-2521527,058N/AN/A3,221
2024-11-2615527,073N/AN/A3,221
2024-11-2716527,089N/AN/A3,221
2024-11-282527,091N/AN/A3,221
2024-11-2912527,103N/AN/A3,222
2024-11-3019527,122N/AN/A3,222
2024-12-0118527,140N/AN/A3,222
2024-12-0223527,163N/AN/A3,222
2024-12-0319527,182N/AN/A3,222
2024-12-0421527,203N/AN/A3,222
2024-12-0520527,223N/AN/A3,222
2024-12-0614527,237N/AN/A3,222
2024-12-0712527,249N/AN/A3,222
2024-12-0812527,261N/AN/A3,222
2024-12-0918527,279N/AN/A3,222
2024-12-1124527,303N/AN/A3,222
2024-12-1217527,320N/AN/A3,222
2024-12-13N/A527,899N/AN/A3,226
Respiratory virus data”, “COVID cases and deaths dashboard”, “COVID-19 hospitalizations by date”, “COVID-19 Hospitalizations Dashboard”, “Count of deaths with COVID-19 by date”, “Deaths with COVID-19 by age group”, Santa Clara County Public Health
Data available under Creative Commons Zero.

Implementation notes

The implementation of this function incorporates {{n/a}} (to represent null values), {{yes}} (true), and {{no}} (false). The templates themselves cannot be reused because they are incompatible with the mw.html library, which builds the table using an HTML DOM instead of pure wikitext.

Internationalization

You can most likely port this template to a wiki in another language without making major modifications. The wikitable function automatically localizes the table's description, column titles, and license name into the wiki's content language. It also formats numbers according to the content language. However, you should localize the cells representing true, false, and null by changing the values in the messages, bgColors, and colors variables to match the wiki's own {{yes}}, {{no}}, and {{n/a}} templates, respectively.


local p = {}
local lang = mw.getContentLanguage()
local navbar = require("Module:Navbar")

local messages = {
	["true"] = "Yes",
	["false"] = "No",
	null = "N/A",
}

local bgColors = {
	["true"] = "#9f9",
	["false"] = "#f99",
	null = "#ececec",
}

local colors = {
	null = "#2c2c2c",
}

--- Returns the value of the cell at the given row index and column name.
--- A row index of 1 refers to the first row in the table. A row index of -1
--- refers to the last row in the table. It is an error to specify a row index
--- of 0.
--- Usage: {{#invoke:Tabular data | cell | Table name | output_row = Index of row to output | output_column = Name of column to output }}
function p.cell(frame)
	local data = mw.ext.data.get(frame.args[1])
	local rowIdx = tonumber(frame.args.output_row)
	local outputColumnName = frame.args.output_column
	
	local outputColumnIdx
	for i, field in ipairs(data.schema.fields) do
		if field.name == outputColumnName then
			outputColumnIdx = i
			break
		end
	end
	assert(outputColumnIdx, mw.ustring.format("Output column “%s” not found.", outputColumnName))
	
	if rowIdx > 0 then
		rowIdx = (rowIdx - 1) % #data.data + 1
	elseif rowIdx < 0 then
		rowIdx = rowIdx % #data.data + 1
	else
		error("0 is not a valid row index.")
	end
	
	return data.data[rowIdx][outputColumnIdx]
end

--- Returns the value of the cell in the given output column of the row matching
--- the search key and column.
--- Reminiscent of LOOKUP() macros in popular spreadsheet applications, except
--- that the search key must match exactly. (On the other hand, this means the
--- table does not need to be sorted.)
--- Usage: {{#invoke: Tabular data | lookup | Table name | search_value = Value to find in column | search_column = Name of column to search in | output_column = Name of column to output }}
function p.lookup(frame)
	local data = mw.ext.data.get(frame.args[1])
	local searchValue = frame.args.search_value
	local searchColumnName = frame.args.search_column
	local outputColumnName = frame.args.output_column
	
	local searchColumnIdx
	local outputColumnIdx
	for i, field in ipairs(data.schema.fields) do
		if field.name == searchColumnName then
			searchColumnIdx = i
		end
		if field.name == outputColumnName then
			outputColumnIdx = i
		end
		if searchColumnIdx and outputColumnIdx then
			break
		end
	end
	assert(searchColumnIdx, mw.ustring.format("Search column “%s” not found.", searchColumnName))
	assert(outputColumnIdx, mw.ustring.format("Output column “%s” not found.", outputColumnName))
	
	for i, record in ipairs(data.data) do
		if record[searchColumnIdx] == searchValue then
			return record[outputColumnIdx]
		end
	end
end

--- Returns a tabular data page as a wikitext table.
--- Usage: {{#invoke: Module:Tabular data | wikitable | Table name }}
function p.wikitable(frame)
	local pageName = frame.args[1]
	local data = mw.ext.data.get(pageName)
	
	local datatypes = {}
	
	local htmlTable = mw.html.create("table")
		:addClass("wikitable sortable")
	htmlTable
		:tag("caption")
		:wikitext(navbar.navbar({
			template = ":c:Data:" .. pageName,
			mini = "y",
			style = "float: right;",
			"view", "edit",
		}))
		:wikitext(data.description)
	
	local headerRow = htmlTable
		:tag("tr")
	for i, field in ipairs(data.schema.fields) do
		headerRow
			:tag("th")
			:attr("scope", "col")
			:attr("data-sort-type", datatypes[j] == "text" and "string" or datatypes[j])
			:wikitext(field.title)
		datatypes[i] = field.type
	end
	
	for i, record in ipairs(data.data) do
		local row = htmlTable:tag("tr")
		for j = 1, #data.schema.fields do
			local cell = row:tag("td")
			if record[j] then
				local formattedData = record[j]
				if datatypes[j] == "number" then
					formattedData = lang:formatNum(formattedData)
					cell:attr("align", "right")
				elseif datatypes[j] == "boolean" then
					cell
						:addClass(record[j] and "table-yes" or "table-no")
						:css({
							background = record[j] and bgColors["true"] or bgColors["false"],
							color = record[j] and colors["true"] or colors["false"],
							["vertical-align"] = "middle",
							["text-align"] = "center",
						})
						:wikitext(record[j] and messages["true"] or messages["false"])
				end
				cell:wikitext(formattedData)
			else
				cell
					:addClass("mw-tabular-value-null")
					:addClass("table-na")
					:css({
						background = bgColors.null,
						color = colors.null,
						["vertical-align"] = "middle",
						["text-align"] = "center",
					})
					:wikitext(messages.null)
			end
		end
	end
	
	local footer = htmlTable
		:tag("tr")
		:tag("td")
		:addClass("sortbottom")
		:attr("colspan", #data.schema.fields)
	footer:wikitext(data.sources)
	footer:tag("br")
	
	local licenseText = mw.message.new("Jsonconfig-license",
		mw.ustring.format("[%s %s]", data.license.url, data.license.text))
	footer
		:tag("i")
		:wikitext(tostring(licenseText))
	
	return htmlTable
end

return p