EDA FOR PMGSY SCHEME DATASET

SUMMARY AND STRUCTURE OF THE DATASET

spc_tbl_ [2,245 × 14] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
 $ STATE_NAME                       : chr [1:2245] "Andhra Pradesh" "Andhra Pradesh" "Andhra Pradesh" "Andhra Pradesh" ...
 $ DISTRICT_NAME                    : chr [1:2245] "Alluri Sitharama Raju" "Bapatla" "Chittoor" "Guntur" ...
 $ PMGSY_SCHEME                     : chr [1:2245] "PM-JANMAN" "PMGSY-II" "PMGSY-III" "PMGSY-II" ...
 $ NO_OF_ROAD_WORK_SANCTIONED       : num [1:2245] 96 6 37 4 3 159 1 9 19 12 ...
 $ NO_OF_BRIDGES_SANCTIONED         : num [1:2245] 0 0 2 0 0 5 0 0 0 1 ...
 $ NO_OF_ROAD_WORKS_COMPLETED       : num [1:2245] 0 6 33 4 3 159 0 9 0 10 ...
 $ NO_OF_BRIDGES_COMPLETED          : num [1:2245] 0 0 0 0 0 5 0 0 0 1 ...
 $ NO_OF_ROAD_WORKS_BALANCE         : num [1:2245] 96 0 4 0 0 0 1 0 19 2 ...
 $ NO_OF_BRIDGES_BALANCE            : num [1:2245] 0 0 2 0 0 0 0 0 0 0 ...
 $ LENGTH_OF_ROAD_WORK_SANCTIONED_KM: num [1:2245] 218.5 53.4 276.2 35.1 19.5 ...
 $ COST_OF_WORKS_SANCTIONED_LAKHS   : num [1:2245] 196.5 28.7 172.5 17.4 12.2 ...
 $ LENGTH_OF_ROAD_WORK_COMPLETED_KM : num [1:2245] 0 53.8 228.9 34.8 19.5 ...
 $ EXPENDITURE_OCCURED_LAKHS        : num [1:2245] 0 24.4 104.2 13.9 10.8 ...
 $ LENGTH_OF_ROAD_WORK_BALANCE_KM   : num [1:2245] 218.5 0 40.2 0 0 ...
 - attr(*, "spec")=
  .. cols(
  ..   STATE_NAME = col_character(),
  ..   DISTRICT_NAME = col_character(),
  ..   PMGSY_SCHEME = col_character(),
  ..   NO_OF_ROAD_WORK_SANCTIONED = col_double(),
  ..   NO_OF_BRIDGES_SANCTIONED = col_double(),
  ..   NO_OF_ROAD_WORKS_COMPLETED = col_double(),
  ..   NO_OF_BRIDGES_COMPLETED = col_double(),
  ..   NO_OF_ROAD_WORKS_BALANCE = col_double(),
  ..   NO_OF_BRIDGES_BALANCE = col_double(),
  ..   LENGTH_OF_ROAD_WORK_SANCTIONED_KM = col_double(),
  ..   COST_OF_WORKS_SANCTIONED_LAKHS = col_double(),
  ..   LENGTH_OF_ROAD_WORK_COMPLETED_KM = col_double(),
  ..   EXPENDITURE_OCCURED_LAKHS = col_double(),
  ..   LENGTH_OF_ROAD_WORK_BALANCE_KM = col_double()
  .. )
 - attr(*, "problems")=<externalptr> 
  STATE_NAME        DISTRICT_NAME      PMGSY_SCHEME      
 Length:2245        Length:2245        Length:2245       
 Class :character   Class :character   Class :character  
 Mode  :character   Mode  :character   Mode  :character  
                                                         
                                                         
                                                         
 NO_OF_ROAD_WORK_SANCTIONED NO_OF_BRIDGES_SANCTIONED NO_OF_ROAD_WORKS_COMPLETED
 Min.   :   0.00            Min.   :  0.000          Min.   :   0.00           
 1st Qu.:   9.00            1st Qu.:  0.000          1st Qu.:   5.00           
 Median :  19.00            Median :  0.000          Median :  14.00           
 Mean   :  84.15            Mean   :  5.318          Mean   :  80.48           
 3rd Qu.:  88.00            3rd Qu.:  4.000          3rd Qu.:  85.00           
 Max.   :1263.00            Max.   :220.000          Max.   :1263.00           
 NO_OF_BRIDGES_COMPLETED NO_OF_ROAD_WORKS_BALANCE NO_OF_BRIDGES_BALANCE
 Min.   :  0.000         Min.   :  0.000          Min.   :  0.00       
 1st Qu.:  0.000         1st Qu.:  0.000          1st Qu.:  0.00       
 Median :  0.000         Median :  0.000          Median :  0.00       
 Mean   :  4.058         Mean   :  3.671          Mean   :  1.26       
 3rd Qu.:  2.000         3rd Qu.:  3.000          3rd Qu.:  0.00       
 Max.   :209.000         Max.   :121.000          Max.   :105.00       
 LENGTH_OF_ROAD_WORK_SANCTIONED_KM COST_OF_WORKS_SANCTIONED_LAKHS
 Min.   :   0.00                   Min.   :   0.433              
 1st Qu.:  65.61                   1st Qu.:  39.090              
 Median : 138.20                   Median :  87.397              
 Mean   : 368.53                   Mean   : 172.911              
 3rd Qu.: 417.43                   3rd Qu.: 191.589              
 Max.   :4546.13                   Max.   :2004.872              
 LENGTH_OF_ROAD_WORK_COMPLETED_KM EXPENDITURE_OCCURED_LAKHS
 Min.   :   0.0                   Min.   :-267.04          
 1st Qu.:  47.7                   1st Qu.:  25.76          
 Median : 111.5                   Median :  62.05          
 Mean   : 341.5                   Mean   : 145.50          
 3rd Qu.: 384.7                   3rd Qu.: 153.44          
 Max.   :4349.9                   Max.   :1962.22          
 LENGTH_OF_ROAD_WORK_BALANCE_KM
 Min.   :  0.00                
 1st Qu.:  0.00                
 Median :  0.00                
 Mean   : 19.27                
 3rd Qu.: 13.50                
 Max.   :571.68                
                       STATE_NAME                     DISTRICT_NAME 
                                0                                 0 
                     PMGSY_SCHEME        NO_OF_ROAD_WORK_SANCTIONED 
                                0                                 0 
         NO_OF_BRIDGES_SANCTIONED        NO_OF_ROAD_WORKS_COMPLETED 
                                0                                 0 
          NO_OF_BRIDGES_COMPLETED          NO_OF_ROAD_WORKS_BALANCE 
                                0                                 0 
            NO_OF_BRIDGES_BALANCE LENGTH_OF_ROAD_WORK_SANCTIONED_KM 
                                0                                 0 
   COST_OF_WORKS_SANCTIONED_LAKHS  LENGTH_OF_ROAD_WORK_COMPLETED_KM 
                                0                                 0 
        EXPENDITURE_OCCURED_LAKHS    LENGTH_OF_ROAD_WORK_BALANCE_KM 
                                0                                 0 
# A tibble: 6 × 14
  STATE_NAME     DISTRICT_NAME         PMGSY_SCHEME NO_OF_ROAD_WORK_SANCTIONED
  <chr>          <chr>                 <chr>                             <dbl>
1 Andhra Pradesh Alluri Sitharama Raju PM-JANMAN                            96
2 Andhra Pradesh Bapatla               PMGSY-II                              6
3 Andhra Pradesh Chittoor              PMGSY-III                            37
4 Andhra Pradesh Guntur                PMGSY-II                              4
5 Andhra Pradesh Kakinada              RCPLWEA                               3
6 Andhra Pradesh Krishna               PMGSY-I                             159
# ℹ 10 more variables: NO_OF_BRIDGES_SANCTIONED <dbl>,
#   NO_OF_ROAD_WORKS_COMPLETED <dbl>, NO_OF_BRIDGES_COMPLETED <dbl>,
#   NO_OF_ROAD_WORKS_BALANCE <dbl>, NO_OF_BRIDGES_BALANCE <dbl>,
#   LENGTH_OF_ROAD_WORK_SANCTIONED_KM <dbl>,
#   COST_OF_WORKS_SANCTIONED_LAKHS <dbl>,
#   LENGTH_OF_ROAD_WORK_COMPLETED_KM <dbl>, EXPENDITURE_OCCURED_LAKHS <dbl>,
#   LENGTH_OF_ROAD_WORK_BALANCE_KM <dbl>

HISTOGRAM PLOT

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BOX PLOT

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SCATTER PLOT

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OVER ALL

Road Works Progress:  95.64 % completed.
Bridge Works Progress:  76.3 % completed.