## Reading layer `india_pc_2019' from data source `D:\R Manan\india_pc_2019.shp' using driver `ESRI Shapefile'
## Simple feature collection with 543 features and 5 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: 68.09348 ymin: 6.762522 xmax: 97.4115 ymax: 37.07761
## Geodetic CRS:  WGS 84
Distribution of INC Win Times
win_times n
never contested 28
never won 259
won once 164
won three or more times 38
won twice 55
Distribution of Median Vote Share Categories
median_votes_cat n
45% and above 36
between 16–35% 146
between 35–45% 158
less than 16% 176

Percentage of INC candidates who recontested next general election (1991–2024)
Year 3rd and below Runner-up Winner
1991 12.64 27.22 70.90
1996 14.84 28.63 80.71
1998 14.69 38.36 82.27
1999 14.63 28.24 71.05
2004 13.86 28.65 73.79
2009 16.67 30.56 77.18
2014 22.45 25.00 63.64
2019 10.00 16.75 69.23 
## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

Percentage of BJP candidates who recontested next general election (1991–2024)
Year 3rd and below Runner-up Winner
1991 24.00 28.79 72.50
1996 10.90 41.41 89.44
1998 13.58 48.80 84.07
1999 26.67 26.79 82.42
2004 16.13 36.84 59.42
2009 15.46 33.64 67.24
2014 17.39 42.59 59.93
2019 14.75 29.17 55.78 

## 
## =============================================
##                       Dependent variable:    
##                   ---------------------------
##                            Re_binary         
## ---------------------------------------------
## vote_share                 0.070***          
##                             (0.004)          
##                                              
## Constant                   -2.278***         
##                             (0.138)          
##                                              
## ---------------------------------------------
## Observations                 1,675           
## Log Likelihood             -940.060          
## Akaike Inf. Crit.          1,884.121         
## =============================================
## Note:             *p<0.1; **p<0.05; ***p<0.01
## 
## =============================================
##                       Dependent variable:    
##                   ---------------------------
##                            Re_binary         
## ---------------------------------------------
## vote_share                 0.063***          
##                             (0.003)          
##                                              
## Constant                   -2.600***         
##                             (0.135)          
##                                              
## ---------------------------------------------
## Observations                 2,376           
## Log Likelihood            -1,375.398         
## Akaike Inf. Crit.          2,754.797         
## =============================================
## Note:             *p<0.1; **p<0.05; ***p<0.01

## 
## =============================================
##                       Dependent variable:    
##                   ---------------------------
##                            Re_binary         
## ---------------------------------------------
## vote_share                 0.040***          
##                             (0.003)          
##                                              
## Constant                   -1.825***         
##                             (0.149)          
##                                              
## ---------------------------------------------
## Observations                 1,297           
## Log Likelihood             -804.202          
## Akaike Inf. Crit.          1,612.403         
## =============================================
## Note:             *p<0.1; **p<0.05; ***p<0.01
## 
## =============================================
##                       Dependent variable:    
##                   ---------------------------
##                            Re_binary         
## ---------------------------------------------
## vote_share                 0.053***          
##                             (0.004)          
##                                              
## Constant                   -2.319***         
##                             (0.158)          
##                                              
## ---------------------------------------------
## Observations                 1,325           
## Log Likelihood             -750.313          
## Akaike Inf. Crit.          1,504.627         
## =============================================
## Note:             *p<0.1; **p<0.05; ***p<0.01