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Data Codebook

This codebook documents all seven built-in datasets in assemblykor. For each dataset, we list every variable with its type, missing rate, and value distribution. All datasets can be joined via member_id and/or assembly.


legislators

963 rows, 15 variables. MP metadata for the 20th-22nd Korean National Assembly.

#> Warning in attr(x, "align"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
#> Warning in attr(x, "format"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
Variable Type Missing Distribution
member_id character 0.0% 672 unique; top: 04T3751T, 0VU8517U, 1WE5693J
assembly numeric 0.0% min=20, Q1=20, median=21, Q3=22, max=22
name character 0.0% 663 unique; top: 강훈식, 권성동, 권칠승
name_hanja character 0.0% 671 unique; top: 兪義東, 南仁順, 姜勳植
name_eng character 0.7% 663 unique; top: AHN CHEOLSOO, AHN GYUBACK, AN HOYOUNG
party character 0.0% 17 unique; top: 더불어민주당, 국민의힘, 자유한국당
party_elected character 0.0% 18 unique; top: 더불어민주당, 새누리당, 국민의힘
district character 0.0% 298 unique; top: 비례대표, 인천 계양구을, 강원 원주시갑
district_type character 0.0% 2 unique; top: constituency, proportional
committees character 0.0% 904 unique; top: 외교통일위원회, 정무위원회, 국방위원회
gender character 0.0% 2 unique; top: M, F
birth_date Date 0.0% 1940-07-11 to 1995-01-02
seniority numeric 0.0% min=1, Q1=1, median=2, Q3=3, max=8
n_bills numeric 0.0% min=7, Q1=464, median=757, Q3=1158, max=4205
n_bills_lead numeric 0.0% min=0, Q1=37, median=61, Q3=88, max=696

bills

64,900 rows, 11 variables. Legislative bill metadata (20th-22nd assembly).

#> Warning in attr(x, "align"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
#> Warning in attr(x, "format"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
Variable Type Missing Distribution
bill_id character 0.0% 64900 unique; top: PRC_A1A6B0A8G3D0P1G8B4B2F1J6J3I8Q3, PRC_A1A6B0W6I2T0P1H6L0D4U0A9N0G3B2, PRC_A1A6B0X7D2X8K1H6B5W3G0C3F5P5L7
bill_no numeric 0.0% min=2000001, Q1=2018589, median=2111904, Q3=2203732, max=2221581
assembly numeric 0.0% min=20, Q1=20, median=21, Q3=22, max=22
bill_name character 0.0% 4718 unique; top: 조세특례제한법 일부개정법률안, 공직선거법 일부개정법률안, 지방세특례제한법 일부개정법률안
committee character 0.1% 33 unique; top: 행정안전위원회, 보건복지위원회, 국토교통위원회
propose_date Date 0.0% 2016-05-30 to 2026-09-23
result character 22.6% 8 unique; top: 임기만료폐기, 대안반영폐기, 수정가결
proposer character 0.0% 800 unique; top: 황주홍, 윤준병, 민형배
proposer_id character 0.0% 809 unique; top: JOY4394O, JC14718Q, VRY5522V
vetoed logical 0.0% TRUE: 12, FALSE: 64888
alt_vetoed logical 0.0% TRUE: 180, FALSE: 64720

wealth

3,215 rows, 14 variables. Legislator asset declaration panel (2015-2025, 11 years).

#> Warning in attr(x, "align"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
#> Warning in attr(x, "format"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
Variable Type Missing Distribution
member_id character 0.0% 776 unique; top: 04T3751T, 1WE5693J, 1Y73132H
year numeric 0.0% min=2015, Q1=2017, median=2020, Q3=2023, max=2025
name character 0.0% 775 unique; top: 김도읍, 김상훈, 김태년
total_assets numeric 0.0% min=36960, Q1=1094748, median=1840120, Q3=3320038, max=443526250
total_debt numeric 0.0% min=0, Q1=40000, median=217893, Q3=572290, max=20027140
net_worth numeric 0.0% min=-1427653, Q1=808384, median=1492296, Q3=2849600, max=443526250
real_estate numeric 0.0% min=0, Q1=570000, median=1015618, Q3=1948572, max=42900041
building numeric 0.0% min=0, Q1=490000, median=917000, Q3=1720984, max=42886438
land numeric 0.0% min=0, Q1=0, median=5139, Q3=137388, max=25616148
deposits numeric 0.0% min=0, Q1=218886, median=428692, Q3=876346, max=46929336
stocks numeric 0.0% min=0, Q1=0, median=0, Q3=26234, max=375332731
n_properties numeric 0.0% min=0, Q1=3, median=4, Q3=5, max=37
has_seoul_property logical 0.0% TRUE: 2527, FALSE: 688
has_gangnam_property logical 0.0% TRUE: 885, FALSE: 2330

seminars

5,962 rows, 18 variables. Legislator-year policy seminar activity (17th-22nd assembly, 2004-2025).

#> Warning in attr(x, "align"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
#> Warning in attr(x, "format"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
Variable Type Missing Distribution
name character 0.0% 1081 unique; top: 안민석, 조정식, 변재일
member_id character 4.5% 1088 unique; top: IN328264, XBT9550Q, ZA54991S
year numeric 0.0% min=2004, Q1=2011, median=2016, Q3=2021, max=2025
assembly numeric 0.0% min=17, Q1=18, median=20, Q3=21, max=22
party character 0.2% 42 unique; top: 더불어민주당, 한나라당, 새누리당
camp character 0.0% 5 unique; top: 민주계, 보수계, 기타
seniority numeric 4.6% min=1, Q1=1, median=1, Q3=3, max=8
n_seminars numeric 0.0% min=1, Q1=2, median=5, Q3=12, max=94
n_cross_party numeric 0.0% min=0, Q1=0, median=1, Q3=4, max=55
cross_party_ratio numeric 0.0% min=0, Q1=0, median=0, Q3=0, max=1
avg_coalition_size numeric 0.0% min=1, Q1=2, median=3, Q3=10, max=74
is_governing logical 0.0% TRUE: 2795, FALSE: 3167
is_female logical 4.5% TRUE: 1001, FALSE: 4695
is_proportional logical 4.6% TRUE: 1031, FALSE: 4657
is_seoul logical 4.6% TRUE: 914, FALSE: 4774
province character 21.9% 17 unique; top: 경기, 서울, 부산
total_terms numeric 4.5% min=1, Q1=1, median=2, Q3=4, max=8
n_bills_led numeric 0.0% min=0, Q1=21, median=42, Q3=72, max=696

speeches

15,795 rows, 10 variables. Committee speech records from the Science and ICT Committee (22nd assembly, 2024).

#> Warning in attr(x, "align"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
#> Warning in attr(x, "format"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
Variable Type Missing Distribution
assembly numeric 0.0% min=22, Q1=22, median=22, Q3=22, max=22
date Date 0.0% 2024-06-11 to 2024-12-27
committee character 0.0% 1 unique; top: 과학기술정보방송통신위원회
speaker character 0.0% 165 unique; top: 위원장 최민희, 김현 위원, 노종면 위원
role character 0.0% 14 unique; top: legislator, chair, witness
speaker_name character 0.0% 139 unique; top: 최민희, 김현, 노종면
member_id character 23.6% 22 unique; top: YS38221N, 7YL9580G, RUZ25800
speaker_id character 23.6% 23 unique; top: 6247, 1728, 9103
speech_order numeric 0.0% min=1, Q1=329, median=774, Q3=1463, max=4091
speech character 0.0% 15795 unique; top: (김현 위원석 앞에서) KBS PD, 그러니까 PD직 한 사람, 기자직 한 사람을 해서 KBS……, (영상자료 상영) 평범한 한 영화의 장면과 대담 프로에서 개인적인 영광이라고 생각하는 저 장면이 훗날에는 엄청 중요한 역사적 사건이 될 수도 있다, 그러니까 기자나 방송·언론인이라는 것은 매 순간순간이 하나의 역사적 흐름 속에 있고 시대정신이나 역사적 흐름에 충실하지 않으면 저 전두환에 의해서 하나회에 충성을 맹세한 하나회의 장교가 될 수도 있고 그런 거라고 생각을 해요. 지난번에 대담 가셨을 때 동선 체크를 위해서 한 이삼일 전에 방문하셨다고 하셨지요?, (영상자료를 보며) 보면 지금 매달 나가는 통신비나 휴대전화 단말기, 저도 바꿀 때 보면 상당히 부담스럽습니다, 실제 그렇고. 한데 지난 1월 22일이었어요. 대통령께서 직접 참석은 안 하셨는데 민생토론회에서 단통법 폐지 얘기가 나옵니다. 알고 계시지요?

votes

8,611 rows, 13 variables. Plenary vote tallies (20th-22nd assembly).

#> Warning in attr(x, "align"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
#> Warning in attr(x, "format"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
Variable Type Missing Distribution
bill_id character 0.0% 8610 unique; top: ARC_D1U6W0S6P2G7T1G1C2X3M1S6L7N2N0, ARC_A1D6N0F9G0E9M1T7F4B8E3C0T6E9E3, ARC_A1E8A1H2I2X1C1Q7Q4W7A0G6F1S9Q2
bill_no character 0.0% 8592 unique; top: 2022996, 2000491, 2012299
bill_name character 0.0% 6110 unique; top: 도로교통법 일부개정법률안(대안)(행정안전위원장), 자동차관리법 일부개정법률안(대안)(국토교통위원장), 국민건강보험법 일부개정법률안(대안)(보건복지위원장)
assembly numeric 0.0% min=20, Q1=20, median=21, Q3=21, max=22
committee character 0.0% 49 unique; top: 농림축산식품해양수산위원회, 국토교통위원회, 보건복지위원회
vote_date Date 0.0% 2016-06-09 to 2026-09-17
result character 0.0% 3 unique; top: 원안가결, 수정가결, 부결
bill_type character 0.0% 9 unique; top: 법률안, 예산안, 결의안
total_members numeric 0.0% min=286, Q1=296, median=299, Q3=300, max=300
voted numeric 0.0% min=3, Q1=187, median=212, Q3=236, max=297
yes numeric 0.0% min=1, Q1=179, median=203, Q3=227, max=297
no numeric 0.0% min=0, Q1=0, median=0, Q3=1, max=187
abstain numeric 0.0% min=0, Q1=1, median=3, Q3=7, max=64

roll_calls

549,513 rows, 9 variables. Member-level roll call votes (22nd assembly, 1,847 bills).

#> Warning in attr(x, "align"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
#> Warning in attr(x, "format"): 'xfun::attr()' is deprecated.
#> Use 'xfun::attr2()' instead.
#> See help("Deprecated")
Variable Type Missing Distribution
bill_id character 0.0% 1847 unique; top: ARC_B2U4U0H7N2J2O0N8R5I5F1J9G2D2U5, ARC_C2A4B0A8H3R0V0R9F2L0E3Z7P8F7S5, ARC_C2A4M0W7H2E2U0L8Z5W5D3P2U7T2A3
assembly numeric 0.0% min=22, Q1=22, median=22, Q3=22, max=22
member_name character 0.0% 320 unique; top: 박지원, 강경숙, 강대식
member_id character 0.0% 321 unique; top: 04T3751T, 0R68099X, 0VU8517U
party character 0.0% 8 unique; top: 더불어민주당, 국민의힘, 조국혁신당
party_elected character 0.0% 9 unique; top: 더불어민주당, 국민의힘, 국민의미래
district character 0.0% 255 unique; top: 비례대표, 강원 동해시태백시삼척시정선군, 강원 속초시인제군고성군양양군
vote character 0.0% 4 unique; top: 찬성, 불참, 반대
vote_date Date 0.0% 2024-07-04 to 2026-09-17

Dataset relationship diagram

                    legislators
                   (member_id + assembly)
                   /       |        \
                  /        |         \
               wealth   seminars   bills
            (member_id) (member_id) (proposer_id)
                                      |
                                    votes
                                  (bill_id)
                                      |
                                  roll_calls
                               (bill_id + member_id)
                                      |
                                  legislators
                                  (member_id)

    speeches --- legislators (member_id, 22nd assembly only)

All datasets share member_id as the primary join key. Use assembly as a secondary key when joining datasets that span multiple assembly terms.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.