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DEM Council Member_25th Council District (NYC; 2021-06-22)

🔗 2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District     (tags: { 2021 , from-bolson , actual , NY , NYC-2021 , NYC_NY , 2021-06 })

Below is the ABIF from the "2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District" election (DEM Council Member_25th Council District (NYC; 2021-06-22))

ABIF submission area (show)
Method options
Ballot options

Voting methods: IRV • FPTP • approval • STAR • Pairwise • All methods

Results

🔗https://abif.electorama.com/id/2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District

Below are the results of the election represented above using various election methods with abiftool/abiflib. The detected ballot type from the ABIF above is "ranked". Some methods may transform these ballots for analysis; see method notices for details. Resubmit the ABIF with "Transform ballots" turned off to minimize the transformations.

Method Winner
IRV/RCV Shekar Krishnan
FPTP Yi Andy Chen
Approval Shekar Krishnan
STAR Shekar Krishnan
Condorcet/Copeland Shekar Krishnan
Election results summary showing voting method winners
click/tap to expand
tabbed view

IRV/RCV results

2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District IRV/RCV result permalink:
🔗https://abif.electorama.com/id/2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District/IRV#IRV

  • IRV/RCV Winner: Shekar Krishnan with 6,372 votes (42.7%) in final round
  • Runner-up: Yi Andy Chen with 5,564 votes (37.3%) in final round
  • Exhausted ballots in final round: 2,991 (20.0%)
  • Number of rounds: 7
  • Ballots counted in final round: 11,936 (80.0%)
  • Majority of ballots: 7,464 (50.0%)
  • Total ballots: 14,927
Round 1 Round 2 Round 3 Round 4 Round 5 Round 6 Round 7
Overview:
Active ballots: 14,927 (100.0%)

Exhausted ballots: 0 (0.0%)
Counted ballots: 14,927 (100.0%)
Overview:
Active ballots: 14,927 (100.0%)

Exhausted ballots: 94 (0.6%)
Counted ballots: 14,833 (99.4%)
Winning threshold: 7,417 (49.69%)
 		Overview:
Active ballots: 14,927 (100.0%)

Exhausted ballots: 240 (1.6%)
Counted ballots: 14,687 (98.4%)
Winning threshold: 7,344 (49.20%)
 		Overview:
Active ballots: 14,927 (100.0%)

Exhausted ballots: 636 (4.3%)
Counted ballots: 14,291 (95.7%)
Winning threshold: 7,146 (47.87%)
 		Overview:
Active ballots: 14,927 (100.0%)

Exhausted ballots: 1,216 (8.1%)
Counted ballots: 13,711 (91.9%)
Winning threshold: 6,856 (45.93%)
 		Overview:
Active ballots: 14,927 (100.0%)

Exhausted ballots: 1,998 (13.4%)
Counted ballots: 12,929 (86.6%)
Winning threshold: 6,465 (43.31%)
 		Overview:
Active ballots: 14,927 (100.0%)

Exhausted ballots: 2,991 (20.0%)
Counted ballots: 11,936 (80.0%)
Winning threshold: 5,969 (39.99%)
Yi Andy Chen: 4,021 (26.9%)
→
 Yi Andy Chen: 4,044 (27.1%)
→
 Yi Andy Chen: 4,097 (27.4%)
→
 Yi Andy Chen: 4,207 (28.2%)
→
 Yi Andy Chen: 4,442 (29.8%)
→
 Yi Andy Chen: 4,812 (32.2%)
→
 Yi Andy Chen: 5,564 (37.3%) (🛑eliminated)
→
Shekar Krishnan: 3,933 (26.3%)
→
 Shekar Krishnan: 3,945 (26.4%)
→
 Shekar Krishnan: 4,001 (26.8%)
→
 Shekar Krishnan: 4,083 (27.4%)
→
 Shekar Krishnan: 4,572 (30.6%)
→
 Shekar Krishnan: 5,062 (33.9%)
→
 IRV/RCV winner:
Shekar Krishnan: 6,372 (42.7%)✅
→
Carolyn Tran: 2,305 (15.4%)
→
 Carolyn Tran: 2,321 (15.5%)
→
 Carolyn Tran: 2,371 (15.9%)
→
 Carolyn Tran: 2,477 (16.6%)
→
 Carolyn Tran: 2,703 (18.1%)
→
 Carolyn Tran: 3,055 (20.5%) (🛑eliminated)
→
 Carolyn Tran
Fatima Baryab: 1,547 (10.4%)
→
 Fatima Baryab: 1,561 (10.5%)
→
 Fatima Baryab: 1,599 (10.7%)
→
 Fatima Baryab: 1,699 (11.4%) (🛑eliminated)
→
 Fatima Baryab Fatima Baryab Fatima Baryab
Alfonso Quiroz: 1,368 (9.2%)
→
 Alfonso Quiroz: 1,410 (9.4%)
→
 Alfonso Quiroz: 1,575 (10.6%)
→
 Alfonso Quiroz: 1,825 (12.2%)
→
 Alfonso Quiroz: 1,994 (13.4%) (🛑eliminated)
→
 Alfonso Quiroz Alfonso Quiroz
Liliana C. Melo: 944 (6.3%)
→
 Liliana C. Melo: 988 (6.6%)
→
 Liliana C. Melo: 1,044 (7.0%) (🛑eliminated)
→
 Liliana C. Melo Liliana C. Melo Liliana C. Melo Liliana C. Melo
Manuel F. Perez: 519 (3.5%)
→
 Manuel F. Perez: 564 (3.8%) (🛑eliminated)
→
 Manuel F. Perez Manuel F. Perez Manuel F. Perez Manuel F. Perez Manuel F. Perez
William H. Salgado: 290 (1.9%) (🛑eliminated)
→
 William H. Salgado William H. Salgado William H. Salgado William H. Salgado William H. Salgado William H. Salgado

FPTP result

"FPTP" is "First-past-the-post", also known as "plurality" or "choose-one"
2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District FPTP results permalink:
🔗https://abif.electorama.com/id/2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District/FPTP#FPTP
📝
Note — Only using first-choices on ranked ballots

  • FPTP Winner: Yi Andy Chen with 4,021 first-place votes (26.9%)
  • Runner-up: Shekar Krishnan with 3,933 first-place votes (26.3%)
  • Margin of victory: 88 votes (0.6 percentage points)
  • First-place votes
    • Yi Andy Chen: 4,021 votes (26.9 %)
    • Shekar Krishnan: 3,933 votes (26.3 %)
    • Carolyn Tran: 2,305 votes (15.4 %)
    • Fatima Baryab: 1,547 votes (10.4 %)
    • Alfonso Quiroz: 1,368 votes (9.2 %)
    • Liliana C. Melo: 944 votes (6.3 %)
    • Manuel F. Perez: 519 votes (3.5 %)
    • William H. Salgado: 290 votes (1.9 %)
  • Total ballots: 14,927

Approval voting results

2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District approval voting results permalink:
🔗https://abif.electorama.com/id/2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District/approval#approval
📝
Note — Approval counts estimated from 14,927 ranked ballots using favorite_viable_half method
Details

The 'favorite_viable_half' conversion algorithm: find the candidate with the most first preferences, and then determine the minimum number of figurative seats that would need to be open in order for the candidate to exceed the Hare quota with the given first-prefs. We use this to estimate how many candidates are likely to be viable candidates.

Using first-choice vote totals as a rough guide, approximately 4 candidates appear viable: Yi Andy Chen, Shekar Krishnan, Carolyn Tran, and Fatima Baryab. The approximation then assumes each voter approves up to 2 of their top-ranked viable candidates (half of 4). All candidates ranked at or above the lowest-ranked of each ballot's top viable candidates receive approval (considering up to 2 viable candidates per ballot).

See transformed ballots

Note: For Approval, these choose_many ballots are inferred from ranked ballots.

Conversion method: favorite_viable_half

#------- metadata -------
{ballotcount: 14927}
{version: "0.1"}
{ballotcount_abif_metadata: "14927"}
{is_ranking_to_rating: true}
#------ candlines ------
=[Yi Andy Chen]:[Yi Andy Chen]
=[Shekar Krishnan]:[Shekar Krishnan]
=[Carolyn Tran]:[Carolyn Tran]
=[Fatima Baryab]:[Fatima Baryab]
=[Liliana C. Melo]:[Liliana C. Melo]
=[Alfonso Quiroz]:[Alfonso Quiroz]
=[Manuel F. Perez]:[Manuel F. Perez]
=[William H. Salgado]:[William H. Salgado]
#------- votelines ------
2282:[Yi Andy Chen]/1
706:[Shekar Krishnan]/1
575:[Carolyn Tran]/1=[Shekar Krishnan]/1
497:[Fatima Baryab]/1
385:[Carolyn Tran]/1=[Shekar Krishnan]/1
369:[Carolyn Tran]/1
244:[Carolyn Tran]/1=[Yi Andy Chen]/1
181:[Carolyn Tran]/1=[Shekar Krishnan]/1
119:[Carolyn Tran]/1=[Yi Andy Chen]/1
117:[Carolyn Tran]/1=[Shekar Krishnan]/1
116:[Shekar Krishnan]/1
103:[Carolyn Tran]/1=[Shekar Krishnan]/1
100:[Fatima Baryab]/1=[Shekar Krishnan]/1
84:[Fatima Baryab]/1=[Shekar Krishnan]/1
80:[Shekar Krishnan]/1=[Yi Andy Chen]/1
76:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
67:[Shekar Krishnan]/1=[Yi Andy Chen]/1
55:[Alfonso Quiroz]/1=[Shekar Krishnan]/1
52:[Carolyn Tran]/1=[Shekar Krishnan]/1
50:[Carolyn Tran]/1=[Shekar Krishnan]/1
48:[Carolyn Tran]/1
46:[Yi Andy Chen]/1
43:[Fatima Baryab]/1=[Yi Andy Chen]/1
42:[Carolyn Tran]/1=[Shekar Krishnan]/1
41:[Yi Andy Chen]/1
41:[Shekar Krishnan]/1
40:[Carolyn Tran]/1=[Yi Andy Chen]/1
37:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
35:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
35:[Carolyn Tran]/1=[Shekar Krishnan]/1
35:[Carolyn Tran]/1=[Fatima Baryab]/1
33:[Fatima Baryab]/1=[Yi Andy Chen]/1
31:[Shekar Krishnan]/1=[Yi Andy Chen]/1
31:[Fatima Baryab]/1=[Shekar Krishnan]/1
30:[Fatima Baryab]/1=[Shekar Krishnan]/1
27:[Carolyn Tran]/1
27:[Alfonso Quiroz]/1=[Carolyn Tran]/1
27:[Alfonso Quiroz]/1=[Yi Andy Chen]/1
26:[Carolyn Tran]/1=[Shekar Krishnan]/1
24:[Carolyn Tran]/1=[Yi Andy Chen]/1
24:[Carolyn Tran]/1=[Yi Andy Chen]/1
22:[Carolyn Tran]/1=[Shekar Krishnan]/1
22:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
22:[Yi Andy Chen]/1
22:[Fatima Baryab]/1=[Yi Andy Chen]/1
21:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
21:[Shekar Krishnan]/1=[Yi Andy Chen]/1
20:[Shekar Krishnan]/1=[Yi Andy Chen]/1
20:[Fatima Baryab]/1
19:[Fatima Baryab]/1=[Shekar Krishnan]/1
19:[Carolyn Tran]/1=[Shekar Krishnan]/1
18:[Carolyn Tran]/1=[Shekar Krishnan]/1
18:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
18:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
17:[Carolyn Tran]/1=[Yi Andy Chen]/1
17:[Carolyn Tran]/1=[Fatima Baryab]/1
17:[Liliana C. Melo]/1=[Yi Andy Chen]/1
16:[Fatima Baryab]/1=[Shekar Krishnan]/1
16:[Carolyn Tran]/1=[Yi Andy Chen]/1
16:[Carolyn Tran]/1=[Shekar Krishnan]/1
16:[Carolyn Tran]/1=[Fatima Baryab]/1
16:[Yi Andy Chen]/1
15:[Carolyn Tran]/1=[Shekar Krishnan]/1
15:[Liliana C. Melo]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
15:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
14:[Carolyn Tran]/1=[Shekar Krishnan]/1
14:[Carolyn Tran]/1=[Yi Andy Chen]/1
14:[Liliana C. Melo]/1=[Shekar Krishnan]/1
14:[Fatima Baryab]/1=[Liliana C. Melo]/1
14:[Yi Andy Chen]/1
14:[Fatima Baryab]/1=[Shekar Krishnan]/1
13:[Alfonso Quiroz]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
13:[Carolyn Tran]/1=[Shekar Krishnan]/1
13:[Fatima Baryab]/1
13:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
13:[Carolyn Tran]/1=[Yi Andy Chen]/1
13:[Shekar Krishnan]/1=[Yi Andy Chen]/1
13:[Carolyn Tran]/1=[Fatima Baryab]/1
13:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1
12:[Carolyn Tran]/1=[Shekar Krishnan]/1
12:[Shekar Krishnan]/1
12:[Fatima Baryab]/1=[Shekar Krishnan]/1
12:[Carolyn Tran]/1=[Fatima Baryab]/1
12:[Carolyn Tran]/1=[Shekar Krishnan]/1
12:[Carolyn Tran]/1=[Shekar Krishnan]/1
12:[Carolyn Tran]/1=[Shekar Krishnan]/1
12:[Carolyn Tran]/1=[Shekar Krishnan]/1
12:[Shekar Krishnan]/1
12:[Carolyn Tran]/1=[Shekar Krishnan]/1
12:[Carolyn Tran]/1=[Shekar Krishnan]/1
12:[Carolyn Tran]/1=[Shekar Krishnan]/1
12:[Shekar Krishnan]/1
12:[Manuel F. Perez]/1=[Yi Andy Chen]/1
11:[Carolyn Tran]/1=[Yi Andy Chen]/1
11:[Carolyn Tran]/1=[Shekar Krishnan]/1
11:[Carolyn Tran]/1=[Fatima Baryab]/1
11:[Shekar Krishnan]/1=[Yi Andy Chen]/1
11:[Carolyn Tran]/1=[Yi Andy Chen]/1
11:[Carolyn Tran]/1=[Shekar Krishnan]/1
11:[Carolyn Tran]/1=[Liliana C. Melo]/1
11:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Yi Andy Chen]/1
11:[Shekar Krishnan]/1
11:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
11:[Carolyn Tran]/1=[Shekar Krishnan]/1
11:[Carolyn Tran]/1=[Yi Andy Chen]/1
11:[Carolyn Tran]/1=[Shekar Krishnan]/1
10:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
10:[Carolyn Tran]/1=[Yi Andy Chen]/1
10:[Fatima Baryab]/1=[Shekar Krishnan]/1
10:[Carolyn Tran]/1=[Shekar Krishnan]/1
10:[Carolyn Tran]/1=[Shekar Krishnan]/1
10:[Fatima Baryab]/1=[Shekar Krishnan]/1
10:[Carolyn Tran]/1=[Shekar Krishnan]/1
10:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
10:[Carolyn Tran]/1=[Shekar Krishnan]/1
10:[Shekar Krishnan]/1=[Yi Andy Chen]/1
10:[Carolyn Tran]/1=[Yi Andy Chen]/1
10:[Yi Andy Chen]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1=[Yi Andy Chen]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Alfonso Quiroz]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Manuel F. Perez]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Carolyn Tran]/1
9:[Fatima Baryab]/1=[Shekar Krishnan]/1
9:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
9:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
9:[Fatima Baryab]/1=[Shekar Krishnan]/1
9:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
9:[Carolyn Tran]/1=[Yi Andy Chen]/1
9:[Carolyn Tran]/1=[Yi Andy Chen]/1
9:[Carolyn Tran]/1=[Shekar Krishnan]/1
9:[Alfonso Quiroz]/1=[Fatima Baryab]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Fatima Baryab]/1=[Shekar Krishnan]/1
8:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Yi Andy Chen]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Carolyn Tran]/1=[Yi Andy Chen]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Fatima Baryab]/1=[Shekar Krishnan]/1
8:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Fatima Baryab]/1=[Shekar Krishnan]/1
8:[Fatima Baryab]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Fatima Baryab]/1=[Shekar Krishnan]/1
8:[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1
8:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
8:[Fatima Baryab]/1=[Shekar Krishnan]/1
8:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
8:[Fatima Baryab]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Fatima Baryab]/1=[Liliana C. Melo]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Fatima Baryab]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Fatima Baryab]/1=[Yi Andy Chen]/1
7:[Carolyn Tran]/1=[Manuel F. Perez]/1
7:[Fatima Baryab]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Fatima Baryab]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Shekar Krishnan]/1=[Yi Andy Chen]/1
7:[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Carolyn Tran]/1
7:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Fatima Baryab]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Fatima Baryab]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Fatima Baryab]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Shekar Krishnan]/1
7:[Fatima Baryab]/1=[Shekar Krishnan]/1
7:[Fatima Baryab]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Yi Andy Chen]/1
7:[Carolyn Tran]/1=[Shekar Krishnan]/1
7:[Carolyn Tran]/1=[Fatima Baryab]/1
7:[Shekar Krishnan]/1=[Yi Andy Chen]/1
7:[Fatima Baryab]/1=[Yi Andy Chen]/1
7:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Yi Andy Chen]/1
6:[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
6:[Fatima Baryab]/1
6:[Carolyn Tran]/1=[Yi Andy Chen]/1
6:[Shekar Krishnan]/1=[Yi Andy Chen]/1
6:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
6:[Yi Andy Chen]/1
6:[Shekar Krishnan]/1=[Yi Andy Chen]/1
6:[Shekar Krishnan]/1=[Yi Andy Chen]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
6:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
6:[Shekar Krishnan]/1=[Yi Andy Chen]/1
6:[Carolyn Tran]/1=[Yi Andy Chen]/1
6:[Fatima Baryab]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
6:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
6:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Yi Andy Chen]/1
6:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1
6:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1
6:[Yi Andy Chen]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Fatima Baryab]/1
6:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Yi Andy Chen]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Fatima Baryab]/1=[Yi Andy Chen]/1
6:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Fatima Baryab]/1=[Shekar Krishnan]/1
6:[Fatima Baryab]/1=[Shekar Krishnan]/1
6:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
6:[Carolyn Tran]/1=[Fatima Baryab]/1
6:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Yi Andy Chen]/1
6:[Fatima Baryab]/1=[Yi Andy Chen]/1
6:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Yi Andy Chen]/1
6:[Carolyn Tran]/1=[Yi Andy Chen]/1
6:[Fatima Baryab]/1=[Yi Andy Chen]/1
6:[Fatima Baryab]/1=[Shekar Krishnan]/1
6:[Shekar Krishnan]/1=[Yi Andy Chen]/1
6:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
6:[Fatima Baryab]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
6:[Carolyn Tran]/1=[Shekar Krishnan]/1
5:[Alfonso Quiroz]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
5:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
5:[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
5:[Shekar Krishnan]/1=[Yi Andy Chen]/1
5:[Carolyn Tran]/1=[Fatima Baryab]/1
5:[Carolyn Tran]/1
5:[Shekar Krishnan]/1=[Yi Andy Chen]/1
5:[Fatima Baryab]/1=[Manuel F. Perez]/1
5:[Shekar Krishnan]/1=[Yi Andy Chen]/1
5:[Carolyn Tran]/1=[Yi Andy Chen]/1
5:[Alfonso Quiroz]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
5:[Carolyn Tran]/1=[Yi Andy Chen]/1
5:[Fatima Baryab]/1=[Yi Andy Chen]/1
5:[Yi Andy Chen]/1
5:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
5:[Carolyn Tran]/1=[Shekar Krishnan]/1
5:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
5:[Carolyn Tran]/1=[Shekar Krishnan]/1
5:[Shekar Krishnan]/1
5:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
5:[Shekar Krishnan]/1=[Yi Andy Chen]/1
5:[Carolyn Tran]/1=[Shekar Krishnan]/1
5:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
5:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
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1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Manuel F. Perez]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Liliana C. Melo]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1
1:[Fatima Baryab]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Liliana C. Melo]/1=[Shekar Krishnan]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Carolyn Tran]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Yi Andy Chen]/1
1:[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[Liliana C. Melo]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Manuel F. Perez]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Liliana C. Melo]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Liliana C. Melo]/1=[Shekar Krishnan]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1
1:[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Shekar Krishnan]/1
1:[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1
1:[Fatima Baryab]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
1:[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Carolyn Tran]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Liliana C. Melo]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[William H. Salgado]/1
1:[Liliana C. Melo]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Shekar Krishnan]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Liliana C. Melo]/1=[Manuel F. Perez]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1
1:[Carolyn Tran]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1=[Yi Andy Chen]/1
1:[Fatima Baryab]/1=[Liliana C. Melo]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Carolyn Tran]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1=[William H. Salgado]/1
1:[Manuel F. Perez]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Liliana C. Melo]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Alfonso Quiroz]/1=[Carolyn Tran]/1=[Fatima Baryab]/1=[Manuel F. Perez]/1=[William H. Salgado]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Liliana C. Melo]/1=[William H. Salgado]/1=[Yi Andy Chen]/1
1:[Manuel F. Perez]/1=[Shekar Krishnan]/1=[Yi Andy Chen]/1
1:[Carolyn Tran]/1=[Manuel F. Perez]/1=[Shekar Krishnan]/1
1:[Alfonso Quiroz]/1=[Fatima Baryab]/1=[Shekar Krishnan]/1
1:[Fatima Baryab]/1=[Yi Andy Chen]/1
  • Approval Winner: Shekar Krishnan
  • Approval Results:
    • Shekar Krishnan — 6,660 approvals (44.62% of ballots) (✅ winner)
    • Yi Andy Chen — 6,031 approvals (40.4% of ballots)
    • Carolyn Tran — 5,989 approvals (40.12% of ballots)
    • Fatima Baryab — 3,274 approvals (21.93% of ballots)
    • Alfonso Quiroz — 2,137 approvals (14.32% of ballots)
    • Liliana C. Melo — 1,303 approvals (8.73% of ballots)
    • Manuel F. Perez — 1,230 approvals (8.24% of ballots)
    • William H. Salgado — 775 approvals (5.19% of ballots)
  • Total: 14,927 ballots (27,399 total approvals)

STAR results

2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District STAR results permalink:
🔗https://abif.electorama.com/id/2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District/STAR#STAR
📝
Note — STAR ratings estimated from ranked ballots using Borda scoring method
Details

The ranked ballots have been converted to STAR ratings using Borda scoring: each candidate receives points equal to (number_of_candidates - their_rank). In this election, we have 8 candidates, so the 1st choice gets 7 points, the 2nd choice gets 6 points, etc. These Borda scores are then used as STAR ratings for tabulation by STAR.

  • STAR winner: Shekar Krishnan
  • Finalists: Shekar Krishnan vs Yi Andy Chen
  • Runoff result:
    • Shekar Krishnan: 6,372 votes (42.7%)
    • Yi Andy Chen: 5,564 votes (37.3%)
    • No preference: 2991 voters (20.0%)
  • Total stars allocated: 237,173
  • Total ballots: 14,927
★★★★★★

★★★★★

★★★★★★
★★★★★
★★★★★★
★★★★★
★★★★★★
★★★★★
★★★★★★
(one star above is approximately 4,743 stars allocated by voters)
  • First round:
    • ★#0: Shekar Krishnan received 46,873 stars (19.8%) from 7,594 voters (50.9%)
    • ★#1: Yi Andy Chen received 45,812 stars (19.3%) from 7,629 voters (51.1%)
    • ★#2: Carolyn Tran received 40,508 stars (17.1%) from 6,927 voters (46.4%)
    • ★#3: Alfonso Quiroz received 29,677 stars (12.5%) from 5,564 voters (37.3%)
    • ★#4: Fatima Baryab received 25,425 stars (10.7%) from 4,626 voters (31.0%)
    • ★#5: Liliana C. Melo received 22,329 stars (9.4%) from 4,448 voters (29.8%)
    • ★#6: Manuel F. Perez received 16,815 stars (7.1%) from 3,415 voters (22.9%)
    • ★#7: William H. Salgado received 9,734 stars (4.1%) from 2,000 voters (13.4%)
  • Finalists:
    • ★Shekar Krishnan (✅ winner) preferred by 6,372 of 14,927 voters
    • ★Yi Andy Chen preferred by 5,564 of 14,927 voters
    • ★No preference between the finalists: 2991

NOTE: Since ratings or stars are not present in the provided ballots, allocated stars are estimated using a Borda-like formula.

Condorcet/Copeland results

2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District Condorcet/Copeland results permalink:
🔗https://abif.electorama.com/id/2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District/pairwise#pairwise
  • Winner: Shekar Krishnan
  • Runner-up: Yi Andy Chen (beats all other candidates except Shekar Krishnan)
  • Smallest margin: Manuel F. Perez over William H. Salgado (3,005-1,226; margin: 1,779)
  • Largest margin: Shekar Krishnan over William H. Salgado (7,413-1,432; margin: 5,981)
  • Pairwise ties: none
  • Total ballots: 14,927

Win-loss-tie (Condorcet/Copeland) table

2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District w-l-t table permalink:
🔗https://abif.electorama.com/id/2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District/pairwise#wlt
DEM Council Member_25th Council District (NYC; 2021-06-22) pairwise matchups
Shekar Krishnan
(7-0-0)
Shekar Krishnan
7 victories ⇣
Yi Andy Chen
(6-1-0)
Shekar Krishnan: 6,372(42.7%)
Yi Andy Chen: 5,564(37.3%)
(No preference: 2,991; 20.0%)
Yi Andy Chen
⇽ 1 loss / 6 victories† ⇣
Carolyn Tran
(5-2-0)
Shekar Krishnan: 5,700(38.2%)
Carolyn Tran: 4,110(27.5%)
(No preference: 5,117; 34.3%)
Yi Andy Chen: 5,838(39.1%)
Carolyn Tran: 5,379(36.0%)
(No preference: 3,710; 24.9%)
Carolyn Tran
⇽ 2 losses / 5 victories† ⇣
Alfonso Quiroz
(4-3-0)
Shekar Krishnan: 6,676(44.7%)
Alfonso Quiroz: 3,082(20.6%)
(No preference: 5,169; 34.6%)
Yi Andy Chen: 6,481(43.4%)
Alfonso Quiroz: 4,142(27.7%)
(No preference: 4,304; 28.8%)
Carolyn Tran: 5,842(39.1%)
Alfonso Quiroz: 3,601(24.1%)
(No preference: 5,484; 36.7%)
Alfonso Quiroz
⇽ 3 losses / 4 victories† ⇣
Fatima Baryab
(3-4-0)
Shekar Krishnan: 6,517(43.7%)
Fatima Baryab: 2,845(19.1%)
(No preference: 5,565; 37.3%)
Yi Andy Chen: 6,474(43.4%)
Fatima Baryab: 3,456(23.2%)
(No preference: 4,997; 33.5%)
Carolyn Tran: 5,997(40.2%)
Fatima Baryab: 3,198(21.4%)
(No preference: 5,732; 38.4%)
Alfonso Quiroz: 4,554(30.5%)
Fatima Baryab: 3,615(24.2%)
(No preference: 6,758; 45.3%)
Fatima Baryab
⇽ 4 losses / 3 victories† ⇣
Liliana C. Melo
(2-5-0)
Shekar Krishnan: 7,034(47.1%)
Liliana C. Melo: 2,671(17.9%)
(No preference: 5,222; 35.0%)
Yi Andy Chen: 7,029(47.1%)
Liliana C. Melo: 2,824(18.9%)
(No preference: 5,074; 34.0%)
Carolyn Tran: 6,238(41.8%)
Liliana C. Melo: 2,759(18.5%)
(No preference: 5,930; 39.7%)
Alfonso Quiroz: 4,455(29.8%)
Liliana C. Melo: 3,157(21.1%)
(No preference: 7,315; 49.0%)
Fatima Baryab: 3,871(25.9%)
Liliana C. Melo: 3,303(22.1%)
(No preference: 7,753; 51.9%)
Liliana C. Melo
⇽ 5 losses / 2 victories† ⇣
Manuel F. Perez
(1-6-0)
Shekar Krishnan: 7,161(48.0%)
Manuel F. Perez: 2,138(14.3%)
(No preference: 5,628; 37.7%)
Yi Andy Chen: 7,103(47.6%)
Manuel F. Perez: 2,214(14.8%)
(No preference: 5,610; 37.6%)
Carolyn Tran: 6,364(42.6%)
Manuel F. Perez: 2,391(16.0%)
(No preference: 6,172; 41.3%)
Alfonso Quiroz: 4,695(31.5%)
Manuel F. Perez: 2,087(14.0%)
(No preference: 8,145; 54.6%)
Fatima Baryab: 4,104(27.5%)
Manuel F. Perez: 2,547(17.1%)
(No preference: 8,276; 55.4%)
Liliana C. Melo: 3,685(24.7%)
Manuel F. Perez: 2,433(16.3%)
(No preference: 8,809; 59.0%)
Manuel F. Perez
⇽ 6 losses / 1 victory† ⇣
William H. Salgado
(0-7-0)
Shekar Krishnan: 7,413(49.7%)
William H. Salgado: 1,432(9.6%)
(No preference: 6,082; 40.7%)
Yi Andy Chen: 7,323(49.1%)
William H. Salgado: 1,396(9.4%)
(No preference: 6,208; 41.6%)
Carolyn Tran: 6,578(44.1%)
William H. Salgado: 1,528(10.2%)
(No preference: 6,821; 45.7%)
Alfonso Quiroz: 5,148(34.5%)
William H. Salgado: 1,133(7.6%)
(No preference: 8,646; 57.9%)
Fatima Baryab: 4,336(29.0%)
William H. Salgado: 1,605(10.8%)
(No preference: 8,986; 60.2%)
Liliana C. Melo: 3,930(26.3%)
William H. Salgado: 1,414(9.5%)
(No preference: 9,583; 64.2%)
Manuel F. Perez: 3,005(20.1%)
William H. Salgado: 1,226(8.2%)
(No preference: 10,696; 71.7%)

Pairwise tournament (Copeland ordered)

2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District pairwise diagram permalink:
🔗https://abif.electorama.com/id/2021-06-22_NYC-PE2021_CVR_Final-DEM_Council_Member_25th_Council_District/pairwise#dot

%3 Shekar Krishnan Shekar Krishnan 7-0-0 (7 wins, 0 losses, 0 ties) Yi Andy Chen Yi Andy Chen 6-1-0 Shekar Krishnan->Yi Andy Chen ← Shekar Krishnan: 6372 Yi Andy Chen: 5564 Carolyn Tran Carolyn Tran 5-2-0 Shekar Krishnan->Carolyn Tran ← Shekar Krishnan: 5700 Carolyn Tran: 4110 Alfonso Quiroz Alfonso Quiroz 4-3-0 Shekar Krishnan->Alfonso Quiroz ← Shekar Krishnan: 6676 Alfonso Quiroz: 3082 Fatima Baryab Fatima Baryab 3-4-0 Shekar Krishnan->Fatima Baryab ← Shekar Krishnan: 6517 Fatima Baryab: 2845 Liliana C. Melo Liliana C. Melo 2-5-0 Shekar Krishnan->Liliana C. Melo ← Shekar Krishnan: 7034 Liliana C. Melo: 2671 Manuel F. Perez Manuel F. Perez 1-6-0 Shekar Krishnan->Manuel F. Perez ← Shekar Krishnan: 7161 Manuel F. Perez: 2138 William H. Salgado William H. Salgado 0-7-0 Shekar Krishnan->William H. Salgado ← Shekar Krishnan: 7413 William H. Salgado: 1432 Yi Andy Chen->Carolyn Tran ← Yi Andy Chen: 5838 Carolyn Tran: 5379 Yi Andy Chen->Alfonso Quiroz ← Yi Andy Chen: 6481 Alfonso Quiroz: 4142 Yi Andy Chen->Fatima Baryab ← Yi Andy Chen: 6474 Fatima Baryab: 3456 Yi Andy Chen->Liliana C. Melo ← Yi Andy Chen: 7029 Liliana C. Melo: 2824 Yi Andy Chen->Manuel F. Perez ← Yi Andy Chen: 7103 Manuel F. Perez: 2214 Yi Andy Chen->William H. Salgado ← Yi Andy Chen: 7323 William H. Salgado: 1396 Carolyn Tran->Alfonso Quiroz ← Carolyn Tran: 5842 Alfonso Quiroz: 3601 Carolyn Tran->Fatima Baryab ← Carolyn Tran: 5997 Fatima Baryab: 3198 Carolyn Tran->Liliana C. Melo ← Carolyn Tran: 6238 Liliana C. Melo: 2759 Carolyn Tran->Manuel F. Perez ← Carolyn Tran: 6364 Manuel F. Perez: 2391 Carolyn Tran->William H. Salgado ← Carolyn Tran: 6578 William H. Salgado: 1528 Alfonso Quiroz->Fatima Baryab ← Alfonso Quiroz: 4554 Fatima Baryab: 3615 Alfonso Quiroz->Liliana C. Melo ← Alfonso Quiroz: 4455 Liliana C. Melo: 3157 Alfonso Quiroz->Manuel F. Perez ← Alfonso Quiroz: 4695 Manuel F. Perez: 2087 Alfonso Quiroz->William H. Salgado ← Alfonso Quiroz: 5148 William H. Salgado: 1133 Fatima Baryab->Liliana C. Melo ← Fatima Baryab: 3871 Liliana C. Melo: 3303 Fatima Baryab->Manuel F. Perez ← Fatima Baryab: 4104 Manuel F. Perez: 2547 Fatima Baryab->William H. Salgado ← Fatima Baryab: 4336 William H. Salgado: 1605 Liliana C. Melo->Manuel F. Perez ← Liliana C. Melo: 3685 Manuel F. Perez: 2433 Liliana C. Melo->William H. Salgado ← Liliana C. Melo: 3930 William H. Salgado: 1414 Manuel F. Perez->William H. Salgado ← Manuel F. Perez: 3005 William H. Salgado: 1226

Voting methods: IRV • FPTP • approval • STAR • Pairwise • All methods

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