Datasets:
labels int64 | time_series list | texts string |
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-0... | 아이에스동서, 21일 온라인 실적 발표회 개최… 2분기 경영실적 등 공유: 오후 2시 기업 홈페이지 웹캐스팅 예정ⓒ아이에스동서[디지털데일리 강기훈 기자] 아이에스동서(IS동서)가 애널리스트, 기관 및 일반투자자를 대상으로 한 온라인 실적 발표회를 오는 21일 오후 2시 기업 홈페이지를 통해 웹캐스팅 방식으로 진행한다고 20일 밝혔다.아이에스동서는 이번 설명회에서 2025년 2분기 경영 성과와 사업 부문별 실적 및 추진 계획을 공유할 예정이다.앞서 아이에스동서는 공시를 통해 2025년 2분기 매출 3352억원(연결기준), 영업이익 538억원, 당기순이익 192억원을 기... |
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-0.302339172759141... | "먹튀 투자·오너 리스크 막아야"…ESG 강조한 이찬진 금감원장: 국민연금 기금위원 활동 당시 ESG 강조...이재명 대통령의 철학과 일맥상통이찬진 신임 금융감독원장, 국민연금 기금위 위원 시절 발언/그래픽=이지혜"국민연금이 왜 이렇게 먹튀하는 업체들까지 자금을 지원하느냐는 비난을 받을 수 있어서 이런 것을 거를 수 있는 장치가 있는지 여쭤보는 겁니다" (2021년 4월 이찬진 당시 국민연금기금운용 위원)이찬진 신임 금융감독원장이 과거 국민연금 기금운용위원으로 활동하던 당시 기업의 ESG(Environmental, Social, Governance)를 강조했던 것으로... |
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-0.3404262389964099,
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-0.34019774379110446,
-0.043970514648500277
],
[
-0.3404596074652184,
-0.3404618568... | No significant news for 016600 during this period. |
0 | [
[
-0.32896416996066297,
-0.32915414258477055,
-0.3288842951331513,
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[
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-0.32888322272080517,
-0.17774921686658485
],
[
-0.32916438077351445,
-0.3293502... | No significant news for 225590 during this period. |
0 | [
[
-0.16961304716529368,
-0.16761069852860616,
-0.17001316933751193,
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[
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-0.16603077143945702,
-0.1671881148990417
],
[
-0.16694356966060736,
-0.168427... | No significant news for 136410 during this period. |
0 | [
[
4.601911150117468,
4.524600505267428,
4.640530333387471,
4.579402675393893,
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[
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4.712517722205107,
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4.7627012494340875,
-0.03488571068154748
],
[
4.7437271425539285,
4.712517722205107,
4.802174940... | No significant news for 005490 during this period. |
0 | [
[
-0.30684087514057506,
-0.3060158139600964,
-0.30604986749924873,
-0.30592091044558795,
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[
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[
-0.3062569269364249,
-0.3052804857... | No significant news for 297890 during this period. |
0 | [
[
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0.5211467531168853,
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[
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0.05450095711342487
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[
0.5476421898751132,
0.5783389495761788,
0.55... | No significant news for 450080 during this period. |
0 | [
[
-0.24919684527375474,
-0.25029427398118476,
-0.24794288510746249,
-0.24951494016140055,
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[
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-0.2486817648248542,
-0.160454349342152
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[
-0.24786210652141158,
-0.2478431798... | No significant news for 016380 during this period. |
0 | [
[
-0.2930763817570362,
-0.2931067181878559,
-0.2925227661811023,
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[
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[
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-0.2936786401524... | No significant news for 058730 during this period. |
0 | [
[
-0.30492218818408173,
-0.3051170794443075,
-0.30417819310302724,
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[
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-0.3052543701763509,
-0.17985692471036208
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[
-0.3058398210763177,
-0.306506032... | No significant news for 002920 during this period. |
0 | [
[
-0.2823984717382909,
-0.2815865757581982,
-0.2811225675859349,
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[
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-0.08878707586557487
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[
-0.28039636360977616,
-0.2757856529744... | No significant news for 004310 during this period. |
0 | [
[
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0.11671622101188142,
0.11958590542330867,
0.12024827419786632,
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[
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[
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0.1126310641219318... | No significant news for 060370 during this period. |
0 | [
[
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2.0610227109585395,
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[
1.9841547720844412,
1.9689263549150005,
2.02188... | No significant news for 033780 during this period. |
0 | [
[
-0.1027092672040927,
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[
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[
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-0.1040456... | No significant news for 950210 during this period. |
0 | [
[
-0.20598467816664487,
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[
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[
-0.2086541556713312,
-0.21009633... | No significant news for 008060 during this period. |
0 | [
[
-0.3126970414164807,
-0.3130749650659292,
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[
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[
-0.3129306206981407,
-0.3127971743974... | No significant news for 058820 during this period. |
0 | [
[
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[
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[
0.02959671162192325,
0.030110894944... | No significant news for 460930 during this period. |
0 | [
[
-0.32592763929908225,
-0.325477501383816,
-0.32551528121995255,
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[
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[
-0.32497663793803777,
-0.3253304357... | No significant news for 013700 during this period. |
0 | [
[
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-0.2429409915792756,
-0.24147710082960633,
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[
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-0.1805404024350652
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[
-0.24285683620012471,
-0.24457505433... | No significant news for 006370 during this period. |
0 | [
[
-0.22400365132327754,
-0.2262735514682815,
-0.22565294457064256,
-0.22551949046886588,
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[
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-0.22351986966115464,
-0.12765748501349536
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[
-0.22417049366732045,
-0.224149... | 미래에셋생명, 상반기 세전손익 51.3% 증가: 주주가치 제고 위해 자사주 소각 검토 [파이낸셜뉴스] 미래에셋생명은 지난 14일 기업설명회(IR)를 통해 올해 상반기 세전손익은 전년동기대비 51.3% 늘어난 1021억원, 보험서비스 손익은 별도 재무제표 기준 836억원으로 안정적인 성장세를 보였다고 18일 밝혔다. 신계약 보험계약마진(CSM)은 2452억으로 전년비 42.2% 증가했다. 건강상해 CSM이 전년비 136.4% 증가한 1986억을 기록하며 보장성 중심의 신계약 CSM 증가를 확보한 것이다. CSM은 미래에 보험계약서비스를 제공함에 따라 실현될 미래 계... |
0 | [
[
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[
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-0.2665531984... | No significant news for 306040 during this period. |
0 | [
[
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[
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-0.285590029... | No significant news for 000430 during this period. |
0 | [
[
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[
-0.24619368308098263,
-0.247026... | No significant news for 030720 during this period. |
0 | [
[
-0.10654664111707929,
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[
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[
-0.11155191143836614,
-0.1107453... | No significant news for 225570 during this period. |
0 | [
[
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-0.33552698733309183,
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[
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14.492457279108775
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[
-0.33478696776776,
-0.3340073089700306,
... | No significant news for 044480 during this period. |
0 | [
[
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[
0.619384397813558,
0.6191905184756742,
0.63... | No significant news for 111770 during this period. |
0 | [
[
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[
-0.17244936701402291,
-0.14653... | No significant news for 036630 during this period. |
0 | [
[
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[
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[
0.21312329006910805,
0.2090407667247409... | No significant news for 281820 during this period. |
0 | [
[
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[
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[
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-0.1751273872... | No significant news for 305090 during this period. |
0 | [
[
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[
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[
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-0.18329770... | No significant news for 210980 during this period. |
0 | [
[
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[
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[
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-0.32691547660... | No significant news for 058450 during this period. |
0 | [
[
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[
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[
-0.12306403317732592,
-0.12447... | No significant news for 045660 during this period. |
0 | [
[
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[
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[
-0.13924774054948677,
-0.14179250... | No significant news for 024060 during this period. |
0 | [
[
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[
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[
-0.15776724073824813,
-0.16074763495... | No significant news for 031430 during this period. |
0 | [
[
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[
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-0.2622229320... | No significant news for 024880 during this period. |
0 | [
[
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[
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[
-0.32274095052786295,
-0.322715935... | No significant news for 060540 during this period. |
0 | [
[
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[
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[
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-0.26156930699... | No significant news for 084180 during this period. |
0 | [
[
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[
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[
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-0.1823172633... | No significant news for 420570 during this period. |
0 | [
[
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[
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[
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-0.18166363823... | No significant news for 006090 during this period. |
0 | [
[
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[
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[
-0.32399226810818466,
-0.323696372... | No significant news for 321370 during this period. |
0 | [
[
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[
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[
-0.2943276993373579,
-0.29514929... | No significant news for 136480 during this period. |
0 | [
[
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[
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[
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-0.16417916... | No significant news for 036420 during this period. |
0 | [
[
-0.19313781767534194,
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[
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[
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-0.1958799... | DB증권, 잠실금융센터 28일 투자 세미나 개최: [서울=뉴시스] 김경택 기자 = DB증권 잠실금융센터는 오는 28일 오후 4시 센터 1층 대회의실에서 오기종 트로이투자일임 대표를 초청해 투자 세미나를 개최한다고 21일 밝혔다. 회사 측에 따르면 오 대표는 20년간 애널리스트 및 펀드매니저 경험 등을 지닌 주식 투자 전문가다. 이번 세미나를 통해 '하반기 국내 주식 투자 전략'을 주제로 투자자들에게 유익한 정보와 실질적인 투자 인사이트를 제공할 예정이다.김준우 DB증권 잠실금융센터장은 "이번 세미나를 통해 잠실금융센터 VIP 투자자들에게 하반기 주식 투자에 밝은 인사... |
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3.5260... | No significant news for 298020 during this period. |
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... | No significant news for 058470 during this period. |
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0.10282668758605301... | No significant news for 000320 during this period. |
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0.1109970013659520... | No significant news for 009420 during this period. |
End of preview. Expand in Data Studio
TIPS Multimodal Test Dataset
Dataset Description
This dataset contains test data for multimodal stock prediction using time series and text data.
Dataset Structure
- labels: Binary labels for stock price prediction (0: down/neutral, 1: up)
- time_series: Time series features for stock data
- texts: Korean news text data related to stocks
Data Splits
This is the test split of the TIPS multimodal dataset.
Usage
from datasets import load_dataset
dataset = load_dataset("makedeltakmlee/Multimodal-test-dataset")
Data Fields
labels: int - Binary classification labeltime_series: array - Time series featurestexts: string - Korean news text
Citation
If you use this dataset, please cite:
@dataset{tips_multimodal_test,
title={TIPS Multimodal Test Dataset},
author={Your Name},
year={2025},
publisher={Hugging Face},
url={https://huggingface.co/datasets/makedeltakmlee/Multimodal-test-dataset}
}
License
MIT License
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