statement stringlengths 31 95 | impacts unknown |
|---|---|
RBI cuts repo rate by 50 basis points | {
"Banking & Finance": "positive",
"Real Estate & Infrastructure": "positive",
"Auto & Auto Ancillaries": "positive"
} |
RBI hikes repo rate by 25 basis points to control inflation | {
"Banking & Finance": "negative",
"Real Estate & Infrastructure": "negative",
"Auto & Auto Ancillaries": "negative"
} |
Rupee depreciates sharply to record low against the dollar | {
"IT & Technology": "positive",
"Pharma & Healthcare": "positive",
"Auto & Auto Ancillaries": "negative",
"Energy & Oil-Gas": "negative"
} |
Rupee strengthens significantly against the dollar | {
"IT & Technology": "negative",
"Pharma & Healthcare": "negative",
"Energy & Oil-Gas": "positive"
} |
Crude oil prices spike 20% amid Middle East tensions | {
"Energy & Oil-Gas": "positive",
"Auto & Auto Ancillaries": "negative",
"FMCG": "negative"
} |
Crude oil prices crash 15% on oversupply concerns | {
"Energy & Oil-Gas": "negative",
"Auto & Auto Ancillaries": "positive",
"FMCG": "positive"
} |
Government imposes 25% tariff on imported steel | {
"Metals & Mining": "positive",
"Auto & Auto Ancillaries": "negative",
"Real Estate & Infrastructure": "negative"
} |
Government removes import duty on raw cotton | {
"FMCG": "positive"
} |
Union Budget announces higher capital expenditure on infrastructure | {
"Real Estate & Infrastructure": "positive",
"Metals & Mining": "positive",
"Banking & Finance": "positive"
} |
Government hikes windfall tax on domestic crude production | {
"Energy & Oil-Gas": "negative"
} |
India signs new free trade agreement with the EU | {
"IT & Technology": "positive",
"Auto & Auto Ancillaries": "positive",
"Pharma & Healthcare": "positive"
} |
US imposes fresh tariffs on Indian pharmaceutical exports | {
"Pharma & Healthcare": "negative"
} |
Trade tensions escalate between US and China | {
"IT & Technology": "negative",
"Metals & Mining": "negative"
} |
IMD forecasts above-normal monsoon this year | {
"Agriculture & Agri-commodities": "positive",
"FMCG": "positive",
"Auto & Auto Ancillaries": "positive"
} |
Monsoon forecast revised downward by IMD | {
"Agriculture & Agri-commodities": "negative",
"FMCG": "negative"
} |
Severe drought hits key agricultural states | {
"Agriculture & Agri-commodities": "negative",
"FMCG": "negative"
} |
Unseasonal floods damage crops across northern India | {
"Agriculture & Agri-commodities": "negative"
} |
Infosys reports 15% jump in quarterly profit, beats estimates | {
"IT & Technology": "positive"
} |
TCS misses quarterly revenue estimates amid client budget cuts | {
"IT & Technology": "negative"
} |
HDFC Bank reports record quarterly profit growth | {
"Banking & Finance": "positive"
} |
Major private bank flags rise in loan defaults | {
"Banking & Finance": "negative"
} |
Pfizer announces breakthrough diabetes drug trial results | {
"Pharma & Healthcare": "positive"
} |
Leading drugmaker recalls batch of medicines over quality concerns | {
"Pharma & Healthcare": "negative"
} |
Tata Motors announces major EV manufacturing expansion | {
"Auto & Auto Ancillaries": "positive"
} |
Auto sector reports steep decline in monthly vehicle sales | {
"Auto & Auto Ancillaries": "negative"
} |
Major telecom operator announces tariff hike across plans | {
"Telecom": "positive"
} |
Telecom regulator caps call and data rates | {
"Telecom": "negative"
} |
Reliance Jio and Airtel announce 5G rollout in 100 new cities | {
"Telecom": "positive",
"IT & Technology": "positive"
} |
Global chip shortage worsens, delaying electronics production | {
"IT & Technology": "negative",
"Auto & Auto Ancillaries": "negative"
} |
Major semiconductor plant announced in Gujarat | {
"IT & Technology": "positive",
"Metals & Mining": "positive"
} |
Gold prices surge to all-time high amid global uncertainty | {
"Banking & Finance": "positive"
} |
Central bank of a major economy signals aggressive rate hikes | {
"IT & Technology": "negative",
"Banking & Finance": "negative"
} |
OPEC announces surprise production cut | {
"Energy & Oil-Gas": "positive",
"Auto & Auto Ancillaries": "negative"
} |
Massive earthquake disrupts manufacturing hub in East Asia | {
"IT & Technology": "negative",
"Auto & Auto Ancillaries": "negative"
} |
New pandemic-like outbreak reported in a major trading partner country | {
"Pharma & Healthcare": "positive",
"Auto & Auto Ancillaries": "negative",
"Real Estate & Infrastructure": "negative"
} |
Government announces production-linked incentive scheme for electronics manufacturing | {
"IT & Technology": "positive",
"Metals & Mining": "positive"
} |
Two major banks announce merger | {
"Banking & Finance": "positive"
} |
Leading real estate developer defaults on bond payments | {
"Real Estate & Infrastructure": "negative",
"Banking & Finance": "negative"
} |
Housing sales hit record high in major metro cities | {
"Real Estate & Infrastructure": "positive"
} |
Global steel prices fall sharply on weak Chinese demand | {
"Metals & Mining": "negative"
} |
India becomes net exporter of steel for the first time | {
"Metals & Mining": "positive"
} |
New labour codes increase minimum wages nationwide | {
"FMCG": "negative",
"Auto & Auto Ancillaries": "negative"
} |
Corporate tax rate cut announced for manufacturing companies | {
"Auto & Auto Ancillaries": "positive",
"Metals & Mining": "positive",
"FMCG": "positive"
} |
Government bans export of wheat amid domestic shortage concerns | {
"Agriculture & Agri-commodities": "negative",
"FMCG": "positive"
} |
Fertiliser subsidy increased in latest budget | {
"Agriculture & Agri-commodities": "positive"
} |
Major cyberattack disrupts operations at leading IT services firm | {
"IT & Technology": "negative"
} |
AI adoption drives record deal wins for Indian IT majors | {
"IT & Technology": "positive"
} |
Data localisation law forces global tech firms to set up local data centers | {
"IT & Technology": "positive"
} |
New drug pricing regulation caps margins on essential medicines | {
"Pharma & Healthcare": "negative"
} |
India approves emergency use of new vaccine | {
"Pharma & Healthcare": "positive"
} |
Global recession fears grip financial markets | {
"Banking & Finance": "negative",
"IT & Technology": "negative",
"Real Estate & Infrastructure": "negative"
} |
Strong GDP growth numbers beat analyst expectations | {
"Banking & Finance": "positive",
"Auto & Auto Ancillaries": "positive",
"Real Estate & Infrastructure": "positive"
} |
Inflation numbers come in higher than expected | {
"Banking & Finance": "negative",
"FMCG": "negative"
} |
Consumer inflation eases to an 18-month low | {
"FMCG": "positive",
"Banking & Finance": "positive"
} |
Major port strike disrupts export shipments nationwide | {
"Metals & Mining": "negative",
"Auto & Auto Ancillaries": "negative",
"Agriculture & Agri-commodities": "negative"
} |
New highway and rail infrastructure projects approved worth billions | {
"Real Estate & Infrastructure": "positive",
"Metals & Mining": "positive"
} |
Leading FMCG company reports weak rural demand | {
"FMCG": "negative"
} |
Festive season sales boost consumer spending across categories | {
"FMCG": "positive",
"Auto & Auto Ancillaries": "positive"
} |
Global copper prices hit record highs on green energy demand | {
"Metals & Mining": "positive"
} |
Central bank of the US signals pause in rate hikes | {
"IT & Technology": "positive",
"Banking & Finance": "positive"
} |
Cyclone makes landfall, disrupting coastal agriculture and industry | {
"Agriculture & Agri-commodities": "negative",
"Energy & Oil-Gas": "negative"
} |
New solar energy policy offers tax breaks for renewable investment | {
"Energy & Oil-Gas": "positive",
"Real Estate & Infrastructure": "positive"
} |
Sensex closes 400 points higher as banking stocks rally | {
"Banking & Finance": "positive"
} |
Nifty Bank index slips 2% on rising bad loan concerns | {
"Banking & Finance": "negative"
} |
IT stocks under pressure as US clients delay tech spending | {
"IT & Technology": "negative"
} |
Wipro shares surge after large multi-year outsourcing deal win | {
"IT & Technology": "positive"
} |
Maruti Suzuki reports record monthly car sales | {
"Auto & Auto Ancillaries": "positive"
} |
Two-wheeler makers report weak sales amid rural demand slowdown | {
"Auto & Auto Ancillaries": "negative"
} |
Sun Pharma shares jump on US FDA approval for new drug | {
"Pharma & Healthcare": "positive"
} |
Pharma stocks fall after US proposes drug price controls | {
"Pharma & Healthcare": "negative"
} |
FMCG major hikes prices citing rising input costs | {
"FMCG": "negative"
} |
Hindustan Unilever posts strong quarterly volume growth | {
"FMCG": "positive"
} |
ONGC shares rise as crude prices firm up globally | {
"Energy & Oil-Gas": "positive"
} |
Oil marketing companies fall as crude prices spike sharply | {
"Energy & Oil-Gas": "negative"
} |
Realty stocks rally after RBI holds rates steady | {
"Real Estate & Infrastructure": "positive"
} |
DLF shares drop on weak pre-sales numbers | {
"Real Estate & Infrastructure": "negative"
} |
Tata Steel gains as global steel prices firm up | {
"Metals & Mining": "positive"
} |
Metal stocks tumble on weak Chinese manufacturing data | {
"Metals & Mining": "negative"
} |
Agri-commodity prices rise as export curbs tighten supply | {
"Agriculture & Agri-commodities": "positive"
} |
Sugar stocks fall after government raises export quota concerns | {
"Agriculture & Agri-commodities": "negative"
} |
Bharti Airtel shares climb after strong subscriber addition numbers | {
"Telecom": "positive"
} |
Telecom stocks slide as price war fears resurface | {
"Telecom": "negative"
} |
Banks rally after RBI eases provisioning norms for stressed assets | {
"Banking & Finance": "positive"
} |
NBFC stocks fall sharply after rating downgrade concerns | {
"Banking & Finance": "negative"
} |
TCS wins large cloud transformation deal from European bank | {
"IT & Technology": "positive"
} |
IT sector faces headwinds from stronger rupee outlook | {
"IT & Technology": "negative"
} |
Bajaj Auto reports strongest quarterly export growth in years | {
"Auto & Auto Ancillaries": "positive"
} |
Auto component makers hit by rising raw material costs | {
"Auto & Auto Ancillaries": "negative"
} |
Cipla shares gain on strong US generics pipeline | {
"Pharma & Healthcare": "positive"
} |
Hospital chains fall after new healthcare price cap regulation proposed | {
"Pharma & Healthcare": "negative"
} |
Nestle India shares rise on strong festive season demand | {
"FMCG": "positive"
} |
Consumer goods companies flag muted urban demand trends | {
"FMCG": "negative"
} |
Adani Green shares surge on new renewable capacity addition | {
"Energy & Oil-Gas": "positive"
} |
Power stocks fall on concerns over rising coal import costs | {
"Energy & Oil-Gas": "negative"
} |
Infrastructure stocks gain after government fast-tracks highway approvals | {
"Real Estate & Infrastructure": "positive"
} |
Cement stocks decline on weak construction demand outlook | {
"Real Estate & Infrastructure": "negative"
} |
Hindalco shares rally as aluminium prices hit multi-month high | {
"Metals & Mining": "positive"
} |
Coal India shares slip on lower-than-expected production numbers | {
"Metals & Mining": "negative"
} |
Fertiliser stocks rise after government increases subsidy allocation | {
"Agriculture & Agri-commodities": "positive"
} |
Edible oil stocks fall after government cuts import duty | {
"Agriculture & Agri-commodities": "negative"
} |
End of preview. Expand in Data Studio
task_categories: - text-classification language: - en tags: - finance - market-analysis - sector-classification - sentiment
Market Sector Impact Dataset
Description
This dataset maps market-related statements (real news-style headlines and hypothetical "what if" scenarios) to their likely impact on Indian market sectors. Built for the Adaption AutoScientist Challenge (Market Analysis and News category).
Task
Given a statement, predict the affected sector(s) and the direction of impact (positive, negative, or neutral) on each.
Sectors covered
Banking & Finance, IT & Technology, Auto & Auto Ancillaries, Pharma & Healthcare, FMCG, Energy & Oil-Gas, Real Estate & Infrastructure, Metals & Mining, Agriculture & Agri-commodities, Telecom
Format
JSONL, one example per line:
{"statement": "RBI cuts repo rate by 50 basis points", "impacts": {"Banking & Finance": "positive", "Real Estate & Infrastructure": "positive", "Auto & Auto Ancillaries": "positive"}}
Size
303 examples. Label distribution: positive (190), negative (174), neutral (54).
Composition
Statements written in realistic financial-news style, covering real-world-style market events, corporate earnings/actions, policy changes, and hypothetical "what if" scenarios. Labels assigned based on standard sector-level market reasoning.
Limitations
Synthetic dataset — statements are written in clean, unambiguous language and may not capture the hedged or ambiguous phrasing common in real financial journalism. Telecom sector is comparatively underrepresented (21 examples) versus other sectors (36-53 examples).
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