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  • Having Totals by Year and by a Categorical variable

    Hello Stata people;

    I do have this data at hand:
    Code:
    * Example generated by -dataex-. To install: ssc install dataex
    clear
    input str52 Secteur_dactivité str59 Activité int(Nombre_dentreprises_par_Activité Exercice_IS_Anneé) double(Chiffre_Affaires_Local_HT Chiffre_Affaires_Exportation Chiffre_Affaires_Total_TTC Impôt_dû_Total Total_Bénéfice_Fiscal Total_Bénéfice_Imposable)
    "01 ACTIVITES ARTISANALES"           "1001 ARTISAN EN OR"                        65 2022   57043174246  4106447796   61318378837   424520200  4222126826  4172107421
    "01 ACTIVITES ARTISANALES"           "1001 ARTISAN EN OR"                        63 2023   60773769171  3961651357   64885096609   550607478  5382228626  5375972505
    "01 ACTIVITES ARTISANALES"           "1002 ARTISAN EN ARGENT"                    27 2022    2880454272  3223633435    6246415091    37682347   277516699   274888999
    "01 ACTIVITES ARTISANALES"           "1002 ARTISAN EN ARGENT"                    24 2023    3478575064  3564436300    7278569761    61118900   469421988   469421988
    "01 ACTIVITES ARTISANALES"           "1003 ARTISAN DES METIERS DE TISSAGE"       75 2022    7703572229  7512293962   15942380219   211921756  1951646133  1870111494
    "01 ACTIVITES ARTISANALES"           "1003 ARTISAN DES METIERS DE TISSAGE"       71 2023   10837446061  7744248779   19756052048   220171950  2079220556  1958321469
    "01 ACTIVITES ARTISANALES"           "1004 ARTISAN DANS L'HABILLEMENT"           71 2022    7272236390  3400067966   11268356913   129525189   991931653   961869287
    "01 ACTIVITES ARTISANALES"           "1004 ARTISAN DANS L'HABILLEMENT"           65 2023    7560216240  3696418860   12046688271   144652825  1122729849  1072675103
    "01 ACTIVITES ARTISANALES"           "1005 ARTISAN EN CUIR ,  CHAUSSURE"         26 2022    1849885585   821733574    2822021530    28407500   194812444   194811444
    "01 ACTIVITES ARTISANALES"           "1005 ARTISAN EN CUIR ,  CHAUSSURE"         20 2023    2206460384   890038809    3285351766    43306422   344710630   344710630
    "01 ACTIVITES ARTISANALES"           "1006 ARTISAN DES METIERS DU BOIS"          95 2022   11683864892 36809596069   50042595673   230649393  2074130203  1794284291
    "01 ACTIVITES ARTISANALES"           "1006 ARTISAN DES METIERS DU BOIS"          87 2023    7760460445 31632734228   39975670980   246508206  2631660142  2151606463
    "01 ACTIVITES ARTISANALES"           "1007 ART DES PDS D'ARGILE,PIERRE"         105 2022   12628248935  9854395547   23531115634   257384556  2266356005  2250128617
    "01 ACTIVITES ARTISANALES"           "1007 ART DES PDS D'ARGILE,PIERRE"          97 2023   14483459590 13205233357   28918227185   311713491  2768184141  2749977821
    "01 ACTIVITES ARTISANALES"           "1008 ART METIERS D'IMPRESSION,ASSIMILEE."   3 2022       8307000   791338000     800767520    29900550   195837453   195837453
    "01 ACTIVITES ARTISANALES"           "1008 ART METIERS D'IMPRESSION,ASSIMILEE."   1 2023             0           0             0      300000           0           0
    "01 ACTIVITES ARTISANALES"           "1009 ART  METIERS CUIVRE, ZINC,PLOMB"      21 2022    3402450388           0    3686556473    68930871   572523618   572523618
    "01 ACTIVITES ARTISANALES"           "1009 ART  METIERS CUIVRE, ZINC,PLOMB"      20 2023    3382910980           0    3709224780    53733813   446924806   446924806
    "01 ACTIVITES ARTISANALES"           "1010 ART  METIERS DU FER FORGE"             8 2022    1719653739           0    1855392793     9530100   123541429    86215091
    "01 ACTIVITES ARTISANALES"           "1010 ART  METIERS DU FER FORGE"             8 2023    1094625840           0    1192484633    15677950   129404493   124482305
    "01 ACTIVITES ARTISANALES"           "1011 ART METIERS FIB.VEGETALES"            10 2022    2046372374   144483577    2333450867    50366026   493831954   483928011
    "01 ACTIVITES ARTISANALES"           "1011 ART METIERS FIB.VEGETALES"            11 2023    1654532498   131172000    1908707946    11322190   105076404    86505369
    "01 ACTIVITES ARTISANALES"           "1012 PEINTURE,DECORAT.TOUS SUPPORTS"       55 2022    4953281078  1512063754    6921967160    44847408   301628681   291850832
    "01 ACTIVITES ARTISANALES"           "1012 PEINTURE,DECORAT.TOUS SUPPORTS"       56 2023    3777443131  1917454008    5961640345    51156148   317054675   361348579
    "01 ACTIVITES ARTISANALES"           "1013 ART DANS LES METIERS DU VERRE"         7 2022    1751779017           0    1890213068    15162763   139521153   139521153
    "01 ACTIVITES ARTISANALES"           "1013 ART DANS LES METIERS DU VERRE"         8 2023    1633115182           0    1752771185    14296220   124621242   124621242
    "01 ACTIVITES ARTISANALES"           "1014 ART DES METIERS ALIMENTAIRES"         52 2022   38922051810  3113686837   44878769719   192312990  1211310588  1198225351
    "01 ACTIVITES ARTISANALES"           "1014 ART DES METIERS ALIMENTAIRES"         57 2023   42475273700  4926705695   50508977473   198225675  1210877923  1125661028
    "01 ACTIVITES ARTISANALES"           "1015 ART METIERS DE PREST. SERVICES"       13 2022    2463033019  2696157324    5351558492    55184400   482713459   482713459
    "01 ACTIVITES ARTISANALES"           "1015 ART METIERS DE PREST. SERVICES"       10 2023    2156588272  2017561821    4324341538    49960750   425582398   425582398
    "01 ACTIVITES ARTISANALES"           "1016 ARTISAN DES METIERS DE PARFUMERIE"    28 2022   13065762781           0   14192258087    86959173  1618198487   827892822
    "01 ACTIVITES ARTISANALES"           "1016 ARTISAN DES METIERS DE PARFUMERIE"    25 2023   14913668661           0   16150705593   109950628  1057123395   989942088
    "01 ACTIVITES ARTISANALES"           "1017 REVETEMENT TAPISSERIE TOUS GENRES"     3 2022     385347689           0     412217627     1665500    13655063    13655063
    "01 ACTIVITES ARTISANALES"           "1017 REVETEMENT TAPISSERIE TOUS GENRES"     3 2023     392317440           0     419779661     1399700    10997044    10997044
    "01 ACTIVITES ARTISANALES"           "1018 DISTIL.ARTIS/PLANTE ET FLEUR"         19 2022     790700095           0     856291901     6787000    43371697    43371697
    "01 ACTIVITES ARTISANALES"           "1018 DISTIL.ARTIS/PLANTE ET FLEUR"         15 2023     766185202     4721757     834357592     7920207    52029852    52029852
    "01 ACTIVITES ARTISANALES"           "1019 ART BIJOUX DE FANTAISIE"               1 2022             0           0             0           0           0           0
    "01 ACTIVITES ARTISANALES"           "1019 ART BIJOUX DE FANTAISIE"               1 2023      20500000           0      21935000      764100     5094130     5094130
    "01 ACTIVITES ARTISANALES"           "1023 ARTIS CONFISERIE TRADITION"            3 2022             0           0             0      300000           0           0
    "01 ACTIVITES ARTISANALES"           "1023 ARTIS CONFISERIE TRADITION"            3 2023    2093880524           0    2333577427      300000           0           0
    "01 ACTIVITES ARTISANALES"           "1024 ARTIS DES OBJETS D'ORNEMENT"           1 2022      93540000           0      93540000      300000           0           0
    "01 ACTIVITES ARTISANALES"           "1024 ARTIS DES OBJETS D'ORNEMENT"           1 2023      98747669           0     105660000      887500     8875373     8875373
    "01 ACTIVITES ARTISANALES"           "1025 ARTIS.ARTIC.DECOR ETBIBELOT"          11 2022     185158373   179767746     379008633     2743550     4957749     4957749
    "01 ACTIVITES ARTISANALES"           "1025 ARTIS.ARTIC.DECOR ETBIBELOT"           9 2023     182242831   167750731     362924240    12273000    82738288    82738288
    "01 ACTIVITES ARTISANALES"           "1032 BRODERIE MANUELLE"                     4 2022     222364138           0     224957140     6867900    63679857    63679857
    "01 ACTIVITES ARTISANALES"           "1032 BRODERIE MANUELLE"                     4 2023     305785869           0     340717904     9249100    87491753    87491753
    "01 ACTIVITES ARTISANALES"           "1035 FAB ARTISANALE D'OBJETS EN CIRE"       1 2022     109117371           0     117131305     2105400    14036000    14036000
    "01 ACTIVITES ARTISANALES"           "1035 FAB ARTISANALE D'OBJETS EN CIRE"       1 2023             0           0             0           0           0           0
    "01 ACTIVITES ARTISANALES"           "1039 PASSEMENTERIE MANUELLE"                2 2022     585723500   545885660    1172609805     1746271    11204400    11204400
    "01 ACTIVITES ARTISANALES"           "1039 PASSEMENTERIE MANUELLE"                1 2023             0   475045600     475045600      950091     1616883     1616883
    "01 ACTIVITES ARTISANALES"           "1999 AUTRES ACTIVITES ARTISANALES"          2 2022             0           0             0     1200000           0           0
    "01 ACTIVITES ARTISANALES"           "1999 AUTRES ACTIVITES ARTISANALES"          2 2023             0           0             0      900000           0           0
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2101 ALIMENTATION GENERALE"               429 2022  540151186595           0  579410977328  2657376599 15760090506 15787932127
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2101 ALIMENTATION GENERALE"               410 2023  543436225538           0  586433072901  2726422125 16347411162 16371499636
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2102 PATISSERIE , GLACE"                  164 2022  139971108669    47045295  146159262939   666540902  3319104513  3331286346
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2102 PATISSERIE , GLACE"                  158 2023  147014653109           0  152998996535   777744066  4078104402  4092140595
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2103 CCE D'EPICES ET SALAISONS"            71 2022   20837272136           0   21289621407   157141197   955713041   964864031
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2103 CCE D'EPICES ET SALAISONS"            67 2023   47972540014           0   48281965866   279746030  1517773164  1517773164
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2104 CCE PDUITS DE VIANDE ET DERIVES"      67 2022   29059238373           0   29337508613   258734593  1600295542  1647552281
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2104 CCE PDUITS DE VIANDE ET DERIVES"      66 2023   41877949912           0   40979822981   343989084  2146728111  2206081919
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2105 VTE POISSONS, CRUSTACES,MOLLUSQUES"  115 2022   92172461136  2230806287   96909872544   433078819  2592820717  2570486546
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2105 VTE POISSONS, CRUSTACES,MOLLUSQUES"  108 2023  102781561800  9203665700  112847363998   600694468  3852991338  3805563620
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2106 VENTE LEGUMES ET FRUITS"              41 2022   19448245331           0   19520557923    85086030   482252633   482252633
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2106 VENTE LEGUMES ET FRUITS"              43 2023   18998844519           0   19010036665    96998587   562462700   562462700
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2107 VTE VOLAILLES ET DERIVES"            109 2022   89476749432           0   90376464148   352591619  2153947864  2153945265
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2107 VTE VOLAILLES ET DERIVES"             98 2023  113910047340           0  115208542764   410661107  2295746511  2295746278
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2108 VTE FRUITS SECS"                      34 2022    8222211194           0    8363531491    58695157   361818234   364478358
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2108 VTE FRUITS SECS"                      26 2023    8837412931           0    8947122460    58119050   361646598   366952620
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2109 CCE VIN,BIERRE,LIQUEUR,SPIRITUEUX"    35 2022  294117361706           0  348189638763  2846958098 18295182634 18092682634
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2109 CCE VIN,BIERRE,LIQUEUR,SPIRITUEUX"    33 2023  290894596130           0  345576776146  2983653737 19570978783 19570978582
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2110 SUPERETTE"                           198 2022  152814826422           0  162342357854   702960229  4046407434  4046404785
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2110 SUPERETTE"                           189 2023  161588186822           0  174710150277   716636205  4072297665  4072296554
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2111 SUPER OU HYPERMARCHE"                 45 2022  760532490139           0  815114941116  3720736711 15036122435 15036122055
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2111 SUPER OU HYPERMARCHE"                 43 2023  813449720547           0  872869031488  2178848247 10566795082 10566794952
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2112 COLLECTE DE LAIT"                      2 2022   15072850540           0   15072850540           0   483888877           0
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2112 COLLECTE DE LAIT"                      2 2023   17499533450           0   17499533450    30040650   573211594   200271693
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2113 VTE LAIT,DERIVES"                     92 2022  321929279940           0  322150129246   648459633  7455303728  4061740509
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2113 VTE LAIT,DERIVES"                    102 2023  365809489423           0  366344710817   680270342  6004955277  4021611030
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2114 VENTE HUILES"                         11 2022   11465301868    27778306   11493080174    31334850   180412637   180412637
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2114 VENTE HUILES"                         10 2023   12396561156           0   12433489013    47883818   282864684   282864684
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2115 VTE. HUILE ESSENC,AROM ET INGRED"      7 2022     137795000           0     140172250     2595050     3967039     3967039
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2115 VTE. HUILE ESSENC,AROM ET INGRED"      4 2023     388920126           0     457626383     1915252     5737854     5737854
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2116 VENTE CEREALES"                        2 2022     948857300           0     948857300     2096250    13975433    13975433
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2116 VENTE CEREALES"                        3 2023    1610343650           0    1610343650     5737500    38251439    38251439
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2117 VTE CONFISERIE,BISC,CHOCOLAT"         13 2022    3996720674           0    4086706159    21783458    95457478    95457418
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2117 VTE CONFISERIE,BISC,CHOCOLAT"         16 2023    4635436300           0    4757459028    16127017    50071410    50070647
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2118 COMMERCE DES DATTES"                   1 2022             0           0             0           0           0           0
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2119 HYPERMARCHE"                           8 2022 2396102402360           0 2635059701626 14317672690 52974345537 52974345537
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2119 HYPERMARCHE"                          10 2023 2476279159121   5.940e+08 2675784361971  9969300508 33352205916 33352205916
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2120 CCE ALIM DIETET ET COMPL ALIM"        15 2022    1244613650           0    1435880905    10310844    51776000    51776000
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2120 CCE ALIM DIETET ET COMPL ALIM"        11 2023    2051121210           0    2412588365    23358450   145723973   145723973
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2201 CCE HABILLEMENT,PRET A PORTER"       835 2022  533033460262   202389947  632285801072  3148087691 17494420933 17515845927
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2201 CCE HABILLEMENT,PRET A PORTER"       804 2023  542408942066   270989316  642110345533  3108792587 15850167587 15840775865
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2202 COMMERCE FRIPERIE"                    12 2022    8793673735           0   10576671114    29517135   171213287   171639287
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2202 COMMERCE FRIPERIE"                    10 2023    2461013198           0    2820021531    24610499   140289785   140851375
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2203 COMMERCE PDUITS TEXTILES"            332 2022  154880154468    37160829  182785671024  1064551895  5345587462  5458446860
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2203 COMMERCE PDUITS TEXTILES"            319 2023  143313920399   127274470  169277071171  1098693231  5822193123  5942376344
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2204 VTE PDTS BONNETERIE,MERCERIE"         18 2022    3932246733           0    4629961436    31873977   155079133   167406121
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2204 VTE PDTS BONNETERIE,MERCERIE"         19 2023    3627583792    11800480    4267490582    33761242   163518115   178486863
    "02 ACTIVITES DE COMMERCE EN DETAIL" "2205 COMMERCE CHAUSSURES"                 154 2022   89248550662           0  105633533692   917920517  5751060094  5566501068
    end
    This dataset is about the taxes that firms paid, by year and by activity sector.
    The first variable is the activity sector, the second variable is the specific activity of the firm, the third variable is the number of firms in the specific activity sector that are active and did pay taxes, the fourth variable is the year (here, it is either 2022 or 2023), the fifth variable is the Local Turnover without taxes, the sixth variable is the Exportation Turnover, the seventh variable is the Total Turnover with Taxes, the eigth variable is the Taxes to pay, the ninth is the total fiscal benefit, and the last variable is the total taxable benefit.

    My goal here is to have the number of firms by the activity sector (the first variable), for each year. I've tried to use the "Total" command, but I guess it didn't work. I just want the result to be displayed on Stata, not to create a new variable. The goal is to sum up the "the number of firms in the specific activity sector" (third variable) by year (the fourth variable) and by activity sector (first variable).

    Any help please?

    With thanks!

  • #2
    Well, I can't think of a way to list this in the Results window without creating a variable. But you can always drop the variables after listing the results if you don't want them.
    Code:
    by Exercice_IS_Anneé Secteur_dactivité, sort: egen total_firms ///
        = total(Nombre_dentreprises_par_Activité)
    egen tag = tag(Exercice_IS_Anneé Secteur_dactivité)
    list Exercice_IS_Anneé Secteur_dactivité total_firms if tag

    Comment


    • #3
      Originally posted by Aziz Essouaied View Post

      My goal here is to have the number of firms by the activity sector (the first variable), for each year... I just want the result to be displayed on Stata, not to create a new variable.
      Code:
      table Secteur_dactivité Exercice_IS_Anneé, statistic(sum Nombre)

      Res.:

      Code:
      . table Secteur_dactivité Exercice_IS_Anneé, statistic(sum Nombre)
      
      -------------------------------------------------------------
                                           |    Exercice_IS_Anneé  
                                           |   2022    2023   Total
      -------------------------------------+-----------------------
      Secteur_dactivité                    |                       
        01 ACTIVITES ARTISANALES           |    708     663   1,371
        02 ACTIVITES DE COMMERCE EN DETAIL |  2,810   2,551   5,361
        Total                              |  3,518   3,214   6,732
      -------------------------------------------------------------

      Comment


      • #4
        Clyde Schechter:

        Thanks for the help, that kind of works... But, is there a way to show those figures in a bar graph? Like, I wanna have a bar graph with the Secteur_dactivité on the X axis, and the total_firms on the Y axis. I guess a graph would be better to analyse.

        Thanks!

        Comment


        • #5
          Andrew Musau:

          Thanks for the help! But, I guess there's a problem with the "statistic" option, it shows me an error message saying that it is not allowed.

          Comment


          • #6
            My guess is that your problem with the table command is that you are using an older version of Stata, 16 or earlier.

            Comment


            • #7
              The syntax is for the updated table command (Stata 17+). Use Clyde's method for earlier versions.

              Comment


              • #8
                Re #4:
                Code:
                egen grouping = group(Exercice_IS_Anneé Secteur_dactivité), label
                graph twoway bar total_firms grouping, xlabel(, valuelabel angle(45))
                Use additional twoway options to customize the appearance of the graph to your needs.

                Re #5, 6, 7:
                In version 16 or earlier you can do this as
                Code:
                table Secteur_dactivité Exercice_IS_Anneé, c(sum Nombre) row col
                By the way, please note that in the Forum FAQ, you are asked to always state what version of Stata you are using if it is not the current version (which, as of this writing, is 18). Make it your habit to do that whenever you start a thread unless (until) at some point you move to the current version. You never know what will change between versions, and getting responses based on a version later than what you have just wastes both your time and the time of those who tried to help you.

                Comment


                • #9
                  s there a way to show those figures in a bar graph? ... I want to have a bar graph with the Secteur_dactivité on the X axis, and the total_firms on the Y axis. I guess a graph would be better to analyse.
                  [small edits]

                  And where is year to go? In your example year is 2022 or 2023, but what about the full dataset and how is year to be represented?

                  Comment


                  • #10
                    Nick Cox Andrew Musau:

                    Thanks for the clarification, I guess both of you are right, I'm using Stata 13 for the right moment, so yes, I guess that is the case.

                    Comment


                    • #11
                      Clyde Schechter:

                      Thanks for the help, the first code worked for me, thanks!

                      You are right aswell about the Stata version I'm using, I guess I should make that a habit, it is kinda hard to remeber than when posting a problem here, but I would do my best to remeber it.

                      Again, thanks for the help!

                      Comment


                      • #12
                        #10 #11 No guessing needed. The table syntax introduced in Stata 17 as used by Clyde Schechter won't work in earlier versions.

                        Coming back to a bar chart with year too, I used the data example in #1 with this code (borrowing heavily from Clyde's code in #2)

                        Code:
                        by Exercice_IS_Anneé Secteur_dactivité, sort: egen total_firms ///
                            = total(Nombre_dentreprises_par_Activité)
                        egen tag = tag(Exercice_IS_Anneé Secteur_dactivité)
                        
                        gen myaxis = proper(Secteur_dactivité)
                        
                        tabplot myaxis Exercice_IS_Anneé [iw=total_firms] if tag, showval name(G1, replace) ytitle("")
                        
                        graph bar (asis) total_firms if tag, over(Exercice_IS_Anneé) by(myaxis, note("")) name(G2, replace)
                        Notes:

                        tabplot is from the Stata Journal.

                        I reduced the use of upper case in your sector names. I didn't fix missing accents.

                        Much depends on how many sectors and how many years you have in your full data. My guess is that the first design will extend better than the second. but that's for you to find out.

                        You can of course vary colours, exact text and so forth.

                        Click image for larger version

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                        • #13
                          Slight correction to Nick Cox 's comments about -table- in #12. The current syntax of -table-, introduced in version 17, was brought into this thread by Andrew Musau in #3, not by me. I brought up the older syntax, which should be available to O.P., in #8.

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                          • #14
                            Sorry for that mix-up. My bad.

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                            • #15
                              Nick Cox Clyde Schechter Thank you gentlemen for the help and the clarifications, I appreciate it!

                              Nick Cox Since my study is focusing more about 2022, I just wanna focus the interest on that same year in what comes to the graphs and all

                              Still, is is possible, from that same data, to calculate the "Impôt_dû_Total" and the" and the "Total_Bénéfice_Imposable" for the year 2022, by "Activité"? The goal is to understand how much the firms of each "Activité" did have in terms of "Total_Bénéfice_Imposable" (which is like the total taxable profit) and how did they pay in taxes, that is the variable ""Impôt_dû_Total", by the classes of "Activité" for 2022? Is that possible to calculate or the show in a graph please?

                              ​​​​​​​ With many thanks!

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