Publications by Russel Walters, Adi Wyner
HSDSC_2004_pbp
HS DSC Basketball play-by-play Task: Based on a set of play-by-play data from a full regular season… predict the wining percentage of a set of playoff match ups. Step 1: set of ~30 game winning %. Same as 2023, games are Home-Away and neutral site. Step 2: presentation deck with methods, etc (same as HSDSC 2023) File size: teams = 28. games / s...
1993 sym 4 img 1 tbl
Careers_COMBO2_W1W2_Demographics
Sample size : 9911 date: “2024-09-03 14:11:37.663514” Waves Wave Freq % 1 5872 59.2 2 4039 40.8 Sample Demographics & Audiance Targets Gender: Gender Freq % target Woman 5557 56.1 53-54 Man 4288 43.3 46-47 Other 66 0.7 < 5 Age (3 bin targets): Age Freq % target 21 - 34 3136 31.6 32.4 35 - 44 2451 24.7 2...
1162 sym 3 img 35 tbl
Careers_Step2_COMBO_Demographics
Sample Demographics & Audiance Targets Sample size : 9600 Gender: Gender Freq % target Woman 5449 56.8 53-54 Man 4078 42.5 46-47 Other 73 0.8 < 5 Age (3 bin targets): Age Freq % target 21 - 34 3071 32.0 32.4 35 - 44 2325 24.2 25.6 45 - 66 4204 43.8 42.0 Race: Race Freq % target White 6725 70.1 72 Other ...
935 sym 3 img 28 tbl
Careers_Step2_Wave2_Demographics
Sample Demographics & Audiance Targets Sample size : 1307 Gender: Gender Freq % target Woman 750 57.4 53-54 Man 541 41.4 46-47 Other 16 1.2 < 5 Age (3 bin targets): Age Freq % target 21 - 34 1123 85.9 32.4 35 - 44 123 9.4 25.6 45 - 66 61 4.7 42.0 Race: Race Freq % target White 890 68.1 72 Black 173 13....
1577 sym 13 img 35 tbl
Careers_Step1_Wave2_cleaning
Basic count Wave 2 completes Qualtrics good completes : 1031 Age: within age range (21 <= age <= 66) Education: min Bachelors degree Geo-locatoin Lat-Long: ex-US ex-US response: - 5 Nigreria US map Declared state of residence and lat-long position Response farms will many repeated lat-long positions with varrying declared state of residence...
3280 sym 17 img 9 tbl
Careers_Step1_Wave2
key points: Qualtrics data scrumb is insufficient 584 complete response 302 Qualtrics ‘good completes’ within the ‘good completes’ 30 definately abd 10 - 20 likely bad Qualtrics seems fine with throughing out responses we deem bad, and running additional people through Refinement have been made to better identify good completes Gradua...
5550 sym 4 img
Careers: Prolific word Freq
Do-over change Has your definition of your “dream job” changed over time? If so, how? Do-over Change table word No Yes Freq_tot No_fract Yes_fract career 31 27 58 0.21 0.26 for 36 18 54 0.24 0.17 go 33 16 49 0.22 0.15 not 35 10 45 0.24 0.10 school 29 16 45 0.20 0.15 degree 29 12 41 0.20 0.12 on 26 1...
228 sym 5 img 2 tbl
Careers: Prolific free txt
Sentiment Analysis Dream Job: Definition Do-over: change Topic modeling Dream Job Definition Free Text Examples: age gender do_changes do_changes_why 34 Woman It’s a tough one because on one hand, my decision to start teaching after receiving my BFA in Fiction led to very important and meaningful events in my life. However, it delayed...
137 sym 3 img 1 tbl
Careers_step2_demographics
Gender Education Self employed Race Marital Children...
81 sym 6 img
athletics_summary
Methods Exmaple df ready to be combinted with adminssion record sport_wasbi player_name town_n_HS recruit year_min roster_tot GP_tot GS_tot russel_ID M_LAX adam_goldner Allentown, Pa. / Malvern Prep TRUE 2017 5 5.0000000 4.3948718 1029 M_LAX ahmed_iftikhar West Bloomfield, Mich. / Deerfield Academy TRUE 2014 2 0.0000000 0...
727 sym 10 img 1 tbl