Document History

Original Publish Date: 24th August 2021

Updated on: 29 August, 2021

ZILLA PANCHAYAT DATA

It contains data of 43813 candidates

Main variables

##  [1] "Name"                 "Gender"               "TotalAssets"         
##  [4] "Turnout_Percentage"   "Vote_Percentage"      "Result"              
##  [7] "Zila Panchayat Board" "Caste Candidate"      "Age"                 
## [10] "EducationDetails"     "CriminalStatus"       "Seat Reservation"    
## [13] "Movable  Assets"      "Immovable Assets"     "District"

ALL INFO

Columns Value
Total Districts 75
Total Zila Panchayat Boards 3050
NA NA

SEAT INFORMATION

SeatReservation count Percentage Turnout_Percentage Age
Unreserved 1059 34.72 69.24 40.91
Other Backward Caste 505 16.56 69.76 40.29
Female 489 16.03 67.97 40.24
Scheduled Caste 435 14.26 69.61 40.50
OBC Female 285 9.34 70.45 39.30
SC Female 259 8.49 69.26 38.85
Scheduled Tribe Female 10 0.33 67.45 40.50
Scheduled Tribe 8 0.26 63.04 47.38

Winner Distribution

Education Distribution

EducationDetails Count Percentage
Graduate 707 23.18
Inter 595 19.51
Post Graduate 411 13.48
Primary 363 11.90
HighSchool 345 11.31
Illiterate 273 8.95
Junior High School 196 6.43
Others 130 4.26
Phd 26 0.85
Diploma 4 0.13

Gender Distribution

Gender Count Percentage
Male 1592 52.2
Female 1458 47.8

Caste Distribution

Caste_Candidate Count Percentage
Other Backward Caste 1565 51.31
Scheduled Caste 771 25.28
Unreserved 696 22.82
Scheduled Tribe 18 0.59

Criminality Distribution

CriminalStatus Count Percentage
No 2792 91.54
Not Known 201 6.59
Yes 57 1.87

ALL CANDIDATE Distribution

Education Distribution

EducationDetails Count Percentage
Graduate 8806 20.10
Inter 7696 17.57
Primary 6884 15.71
Illiterate 5971 13.63
HighSchool 5017 11.45
Post Graduate 4001 9.13
Junior High School 3209 7.32
Others 1981 4.52
Phd 180 0.41
Diploma 68 0.16

Gender Distribution

Gender Count Percentage
Male 23580 53.82
Female 20233 46.18

Criminality Distribution

CriminalStatus Count Percentage
No 40743 92.99
Not Known 2771 6.32
Yes 299 0.68

Caste Distribution

Caste_Candidate Count Percentage
Other Backward Caste 21690 49.51
Scheduled Caste 11827 26.99
Unreserved 9967 22.75
Scheduled Tribe 329 0.75

TOP TWO POSITIONS (MEAN)

Result Age Vote_Percentage Total_Assets_Millions
Winner 40.33 27.13 6.49
2nd Rank 40.30 18.35 5.34

AGE Distribution

Age Distribution(ALL CANDIDATE)

  • median age=38
  • mean age=40.2

Age Distribution(WINNER)

  • median age=39
  • mean age=40.33

DENSITY PLOT ASSETS

ALL CANDIDATES

ALL CANDIDATES GENDER

Gender Mean_Assets_Millions median_Assets_Millions
Female 2.71 0.57
Male 2.85 0.62

ALL CANDIDATES CASTE

Caste_Candidate Mean_Assets_Millions median_Assets_Millions
Other Backward Caste 2.99 0.63
Scheduled Caste 1.63 0.41
Scheduled Tribe 1.55 0.34
Unreserved 3.75 0.85

WINNER

WINNER CASTE

Caste_Candidate Mean_Assets_Millions median_Assets_Millions
Other Backward Caste 6.34 1.28
Scheduled Caste 3.51 0.71
Scheduled Tribe 2.03 0.64
Unreserved 10.22 2.36

WINNER GENDER

Gender Mean_Assets_Millions median_Assets_Millions
Female 7.12 1.16
Male 5.90 1.32

TOP TWO RANKS ASSETS

AVERAGE MARGIN PERCENTAGE

Average Margin Percentage is 8.77

By Gender

Gender Margin_Percentage
Female 8.98
Male 8.59

By Criminality

CriminalStatus Margin_Percentage
No 8.67
Not Known 8.36
Yes 15.75

DENSITY PLOT

EFFECTIVE NUMBER OF CANDIDATES

  • Mean ENOC is 6.38
  • Median ENOC is 6.07

Seat Reservation Wise

SeatReservation mean_enop median_enop
Female 6.61 5.91
OBC Female 6.16 5.52
Other Backward Caste 6.39 5.71
SC Female 7.27 6.34
Scheduled Caste 7.47 6.57
Scheduled Tribe 7.23 7.27
Scheduled Tribe Female 7.11 5.88
Unreserved 6.97 6.16

TURNOUT PERCENTAGE ALL UP

Median=69.91 mean=69.26

DISTRICT WISE TURNOUT MEAN & MEDIAN

REGRESSION AT DISTRICT LEVEL

Dependent variable:
Enoc
(1) (2)
Turnout_Percentage -0.013*** 0.006
(0.004) (0.006)
Median_Assets_Millions -0.0004 0.0004
(0.001) (0.001)
Median_Age -0.006* -0.004
(0.003) (0.003)
Valid_Candidates 0.423*** 0.433***
(0.006) (0.007)
Margin_Percentage -0.130*** -0.124***
(0.004) (0.004)
Seat_ReservationSC/ST 1.117*** 1.005***
(0.109) (0.102)
Seat_ReservationOBC 0.437*** 0.402***
(0.105) (0.098)
Seat_ReservationOBC Female 0.609*** 0.579***
(0.130) (0.121)
Seat_ReservationSC/ST Female 1.385*** 1.336***
(0.133) (0.124)
Seat_ReservationFemale 0.332*** 0.371***
(0.106) (0.098)
Fixed effects District
Observations 3,048 3,048
R2 0.722 0.769
Adjusted R2 0.721 0.762
Residual Std. Error 1.921 (df = 3037) 1.776 (df = 2963)
Note: p<0.1; p<0.05; p<0.01