{
"companyName": "Tata Motors",
"industry": "Auto & Truck Manufacturers",
"companyProfile": {
"companyDescription": "Tata Motors Limited is an India-based commercial mobility company. The Company is a manufacturer of trucks and buses. The Company’s portfolio offers applications from last-mile delivery to long-haul freight and public transportation. The Company’s vehicular business includes small trucks, trucks, buses and vans. Its non-vehicular businesses include services, spares, aggregates, fleet edge, TATA OK and REWIRE. Its small trucks portfolio includes Tata ACE, Tata Intra and Tata Yodha. Its trucks include Haulage, ILMCV Trucks, Tipper and Tractor. Its vans include school vans, tourist vans and ambulance vans. Its aggregates include Gensets, Trailer Axles and Components and Industrial Engines. Its service offerings include Fleetcare, Tata Alert, Tata Zippy, Tata Kavach, Tata Delight, Tata Motors Genuine Oil and Sampoorna Seva 2.0.",
"mgIndustry": "Auto & Truck Manufacturers",
"isInId": "INE1TAE01010",
"officers": {
"officer": [
{
"rank": 1,
"since": "10/01/2025",
"firstName": "Girish",
"mI": "Arun",
"lastName": "Wagh",
"age": "55",
"title": {
"startYear": "2025",
"startMonth": "10",
"startDay": "1",
"iD1": "CEO",
"abbr1": "CEO",
"iD2": "MDR",
"abbr2": "Mgng.Dir.",
"Value": "Chief Executive Officer, Managing Director, Executive Director"
}
},
{
"rank": 2,
"since": "2025",
"firstName": "G.V.",
"mI": null,
"lastName": "Ramanan",
"age": null,
"title": {
"startYear": "2025",
"startMonth": "",
"startDay": "",
"iD1": "CFO",
"abbr1": "CFO",
"iD2": "",
"abbr2": "",
"Value": "Chief Financial Officer"
}
},
{
"rank": 3,
"since": "06/01/2026",
"firstName": "Ranjan",
"mI": null,
"lastName": "Kumar",
"age": "50",
"title": {
"startYear": "2026",
"startMonth": "6",
"startDay": "1",
"iD1": "CCO",
"abbr1": "Chief Comp.",
"iD2": "SEC",
"abbr2": "Secy.",
"Value": "Compliance Officer, Company Secretary"
}
}
]
},
"exchangeCodeBse": "544569",
"exchangeCodeNse": "TMCV",
"peerCompanyList": [
{
"tickerId": "S0003046",
"companyName": "Maruti Suzuki India",
"priceToBookValueRatio": 4.05,
"priceToEarningsValueRatio": 29.56,
"marketCap": 431360.33,
"price": 13720,
"percentChange": -0.58,
"netChange": -80,
"returnOnAverageEquity5YearAverage": 14,
"returnOnAverageEquityTrailing12Month": 14.43,
"ltDebtPerEquityMostRecentFiscalYear": 0.06,
"netProfitMargin5YearAverage": 8,
"netProfitMarginPercentTrailing12Month": 8.01,
"dividendYieldIndicatedAnnualDividend": 1.01,
"totalSharesOutstanding": 31.44,
"languageSupport": "मारुति सुज़ुकी इंडिया",
"imageUrl": "https://www.livemint.com/lm-img/markets/logo/tr/S0003046.png",
"overallRating": "Moderately Bearish",
"ylow": 12202.1,
"yhigh": 17371.6
},
{
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"languageSupport": "आइचर मोटर्स",
"imageUrl": "https://www.livemint.com/lm-img/markets/logo/tr/S0003093.png",
"overallRating": "Bullish",
"ylow": 5801.2,
"yhigh": 8232.8
},
{
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"totalSharesOutstanding": 81.25,
"languageSupport": "हुंडई मोटर इंडिया",
"imageUrl": "https://www.livemint.com/lm-img/markets/logo/tr/S0005969.png",
"overallRating": "Bullish",
"ylow": 1658.45,
"yhigh": 2889.65
},
{
"tickerId": "S0003047",
"companyName": "Ashok Leyland",
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"marketCap": 103614.8,
"price": 176.4,
"percentChange": -0.62,
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"dividendYieldIndicatedAnnualDividend": 2.25,
"totalSharesOutstanding": 587.39,
"languageSupport": "अशोक लेलैंड",
"imageUrl": "https://www.livemint.com/lm-img/markets/logo/tr/S0003047.png",
"overallRating": "Bullish",
"ylow": 125.35,
"yhigh": 215.35
},
{
"tickerId": "S0003411",
"companyName": "Force Motors",
"priceToBookValueRatio": 5.73,
"priceToEarningsValueRatio": 23.05,
"marketCap": 23778.53,
"price": 18245,
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"totalSharesOutstanding": 1.3,
"languageSupport": "फोर्स मोटर्स",
"imageUrl": "https://www.livemint.com/lm-img/markets/logo/tr/S0003411.png",
"overallRating": "Bearish",
"ylow": 14911.45,
"yhigh": 26485.95
}
],
"dataStatus": null,
"lastSuccessfulRefresh": null,
"lastRefreshAttempt": null,
"refreshPending": null,
"refreshError": null,
"fallbackSections": null
},
"currentPrice": {
"BSE": "472.45",
"NSE": "470.95"
},
"stockTechnicalData": [
{
"days": 5,
"bsePrice": "461.08",
"nsePrice": "461.28"
},
{
"days": 10,
"bsePrice": "456.65",
"nsePrice": "456.86"
},
{
"days": 20,
"bsePrice": "434.93",
"nsePrice": "435.01"
},
{
"days": 50,
"bsePrice": "418.76",
"nsePrice": "418.78"
},
{
"days": 100,
"bsePrice": "413.05",
"nsePrice": "413.05"
},
{
"days": 300
}
],
"_note": "Response truncated for documentation purposes"
}
curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5551/get+company+data+by+name?name=TATA MOTORS' --header 'Authorization: Bearer YOUR_API_KEY'
[{"id":"S0003405","commonName":"Oracle Financial Services Software","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"532466","exchangeCodeNsi":"OFSS","bseRic":"ORCL.BO","nseRic":"ORCL.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0003476","commonName":"Sonata Software","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"532221","exchangeCodeNsi":"SONATSOFTW","bseRic":"SOFT.BO","nseRic":"SOFT.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0004000","commonName":"Newgen Software Technologies","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"540900","exchangeCodeNsi":"NEWGEN","bseRic":"NEWG.BO","nseRic":"NEWG.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0003348","commonName":"Nucleus Software Exports","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"531209","exchangeCodeNsi":"NUCLEUS","bseRic":"NSEL.BO","nseRic":"NSEL.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0003206","commonName":"CyberTech Systems and Software Ltd","mgIndustry":null,"mgSector":null,"stockType":null,"exchangeCodeBse":"532173","exchangeCodeNsi":"CYBERTECH","bseRic":"CTSS.BO","nseRic":"CTSS.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0004398","commonName":"Tera Software","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"533982","exchangeCodeNsi":"TERASOFT","bseRic":"TERA.BO","nseRic":"TERA.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0001163","commonName":"ACE Software Exports","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"531525","exchangeCodeNsi":"","bseRic":"ACES.BO","nseRic":"","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0003946","commonName":"FCS Software Solutions","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"532666","exchangeCodeNsi":"FCSSOFT","bseRic":"FCSS.BO","nseRic":"FCSS.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0004333","commonName":"R.S. Software (India) Ltd","mgIndustry":null,"mgSector":null,"stockType":null,"exchangeCodeBse":"517447","exchangeCodeNsi":"RSSOFTWARE","bseRic":"RSSI.BO","nseRic":"RSSI.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0006645","commonName":"MethodHub Software","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"544637","exchangeCodeNsi":null,"bseRic":"METH.BO","nseRic":"","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0004316","commonName":"Compucom Software","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"532339","exchangeCodeNsi":"COMPUSOFT","bseRic":"CMPU.BO","nseRic":"CMPU.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0000264","commonName":"Indian Infotech & Software Ltd","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"509051","exchangeCodeNsi":null,"bseRic":"IISL.BO","nseRic":"","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0000447","commonName":"CG Vak Software & Exports Ltd","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"531489","exchangeCodeNsi":null,"bseRic":"CGVS.BO","nseRic":"","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0006030","commonName":"Hilltone Software and Gases","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"544308","exchangeCodeNsi":null,"bseRic":"HILO.BO","nseRic":"","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0001176","commonName":"Cranes Software International","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"512093","exchangeCodeNsi":"","bseRic":"CRAS.BO","nseRic":"","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0001081","commonName":"B2B Software Technologies","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"531268","exchangeCodeNsi":"","bseRic":"BTSO.BO","nseRic":"","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0005871","commonName":"S A Tech Software India","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":null,"exchangeCodeNsi":"SATECH","bseRic":"","nseRic":"SATW.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0004448","commonName":"California Software Company","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"532386","exchangeCodeNsi":"CALSOFT","bseRic":"CALI.BO","nseRic":"CALI.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0005601","commonName":"Micropro Software Solutions","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":null,"exchangeCodeNsi":"MICROPRO","bseRic":"","nseRic":"MICW.NS","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}},{"id":"S0005247","commonName":"Ekennis Software Service","mgIndustry":null,"mgSector":null,"stockType":"Equity","exchangeCodeBse":"543475","exchangeCodeNsi":"","bseRic":"EKEN.BO","nseRic":"","activeStockTrends":{"shortTermTrends":"NA","longTermTrends":"NA","overallRating":"NA"}}]
curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5552/industry+search?query=Software & Programming' --header 'Authorization: Bearer YOUR_API_KEY'
[{"id":"MF000056","schemeName":"Nippon India Multi Cap Fund Direct Plan Payout Inc Dist cum Cap Wdrl","isin":"INF204K01XD4","schemeType":"Open Ended Investment Company","categoryId":"MFCAT003"},{"id":"MF000075","schemeName":"Nippon India Equity Savings Payout of Inc Distribution cum Cap withdrawal option","isin":"INF204KA1W10","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000021","schemeName":"Nippon India ELSS Tax Saver Fund Direct Plan Payout Income Dist cum Cap Wdrl","isin":"INF204K01L30","schemeType":"Open Ended Investment Company","categoryId":"MFCAT003"},{"id":"MF000029","schemeName":"Nippon India Equity Hybrid Fund Quarterly Payout Inc Dist cum Cap Wdrl","isin":"INF204K013R8","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000022","schemeName":"Nippon India Equity Hybrid Fund - Direct Plan - Growth Option","isin":"INF204K01B08","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000069","schemeName":"Nippon India Equity Savings Direct Growth","isin":"INF204KA1W77","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000068","schemeName":"Nippon India Equity Savings Direct Payout ofInc Distribution cum Cap withdrawal option","isin":"INF204KA1W93","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000064","schemeName":"Nippon India Equity Savings Direct Bonus","isin":"INF204KA1W85","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000038","schemeName":"Nippon India Hybrid Bond Fund Direct Plan Quarterly Payout Inc Dist cum Cap Wdrl","isin":"INF204K01YY8","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000032","schemeName":"Nippon India Hybrid Bond Fund Direct Plan Monthly Payout Inc Dist cum Cap Wdrl","isin":"INF204K01YW2","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000024","schemeName":"Nippon India ELSS Tax Saver Fund Direct Plan - 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Direct Plan-Monthly Reinvestment Inc Dist cum Cap Wdrl","isin":"INF204KB1BE5","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000260","schemeName":"Nippon India Ultra Short Duration Fund Quarterly Reinvestment Inc Dist cum Cap Wdrl","isin":"INF204K01UI9","schemeType":"Open Ended Investment Company","categoryId":"MFCAT001"},{"id":"MF000295","schemeName":"Nippon India Equity Hybrid Fund Reinvestment Inc Dis tcum Cap Wdrl","isin":"INF204K01FY7","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000186","schemeName":"Nippon India Ultra Short Duration Fund Quarterly Payout Inc Dist cum Cap Wdrl","isin":"INF204K01UH1","schemeType":"Open Ended Investment Company","categoryId":"MFCAT001"},{"id":"MF000233","schemeName":"Nippon India Equity Savings Monthly Reinvestment of Inc Distribution cum Cap withdrawal option","isin":"INF204KA1W69","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000294","schemeName":"Nippon India Equity Hybrid Fund Direct Plan Quarterly Reinvestment Inc Dist cum Cap Wdrl","isin":"INF204K012R0","schemeType":"Open Ended Investment Company","categoryId":"MFCAT002"},{"id":"MF000363","schemeName":"Nippon India Strategic Debt Fund Growth Option","isin":"INF204KA1PZ1","schemeType":"Open Ended Investment Company","categoryId":"MFCAT001"},{"id":"MF000370","schemeName":"Nippon India Strategic Debt Fund Payout Income Dist cum Cap Wdrl","isin":"INF204KA1QB0","schemeType":"Open Ended Investment Company","categoryId":"MFCAT001"},{"id":"MF000367","schemeName":"Nippon India Strategic Debt Fund Direct Plan Growth Option","isin":"INF204KA1QF1","schemeType":"Open Ended Investment Company","categoryId":"MFCAT001"},{"id":"MF000377","schemeName":"Nippon India Strategic Debt Fund Direct Plan Quarterly Payout Income Dist cum Cap Wdrl","isin":"INF204KA1QI5","schemeType":"Open Ended Investment Company","categoryId":"MFCAT001"},{"id":"MF000308","schemeName":"Nippon India Vision Fund Direct Plan Reinvestment Inc Dist cum Cap Wdrl","isin":"INF204K01F12","schemeType":"Open Ended Investment Company","categoryId":"MFCAT003"},{"_note":"Response truncated for documentation purposes"}]
curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5553/mutual+fund+search?query=nippon' --header 'Authorization: Bearer YOUR_API_KEY'
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curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5554/commodity+futures+data+api' --header 'Authorization: Bearer YOUR_API_KEY'
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curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5555/price+shockers' --header 'Authorization: Bearer YOUR_API_KEY'
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curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5559/get+trending+stocks' --header 'Authorization: Bearer YOUR_API_KEY'
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curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5561/fetch+52+week+high+low+data' --header 'Authorization: Bearer YOUR_API_KEY'
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curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5955/analyst+recommendations?stock_id=TCS' --header 'Authorization: Bearer YOUR_API_KEY'
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truncated for documentation purposes"}
curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5956/historical+data?stock_name=TCS&period=1yr&filter=price' --header 'Authorization: Bearer YOUR_API_KEY'
{"Sales":{"Sep 2024":15518.0,"Dec 2024":17040.0,"Jun 2025":15682.0,"Sep 2025":16861.0,"Dec 2025":20404.0},"Expenses":{"Sep 2024":13877.0,"Dec 2024":15035.0,"Jun 2025":13695.0,"Sep 2025":14784.0,"Dec 2025":17798.0},"Operating Profit":{"Sep 2024":1641.0,"Dec 2024":2005.0,"Jun 2025":1987.0,"Sep 2025":2077.0,"Dec 2025":2606.0},"OPM %":{"Sep 2024":11.0,"Dec 2024":12.0,"Jun 2025":13.0,"Sep 2025":12.0,"Dec 2025":13.0},"Other Income":{"Sep 2024":143.0,"Dec 2024":282.0,"Jun 2025":235.0,"Sep 2025":-2088.0,"Dec 2025":-1273.0},"Interest":{"Sep 2024":211.0,"Dec 2024":220.0,"Jun 2025":174.0,"Sep 2025":186.0,"Dec 2025":143.0},"Depreciation":{"Sep 2024":484.0,"Dec 2024":488.0,"Jun 2025":423.0,"Sep 2025":412.0,"Dec 2025":417.0},"Profit before tax":{"Sep 2024":1089.0,"Dec 2024":1579.0,"Jun 2025":1625.0,"Sep 2025":-609.0,"Dec 2025":773.0},"Tax %":{"Sep 2024":41.0,"Dec 2024":10.0,"Jun 2025":13.0,"Sep 2025":68.0,"Dec 2025":27.0},"Net Profit":{"Sep 2024":643.0,"Dec 2024":1417.0,"Jun 2025":1411.0,"Sep 2025":-1021.0,"Dec 2025":561.0},"EPS in Rs":{"Dec 2025":1.52}}
curl --location --request GET 'https://zylalabs.com/api/4521/indian+stock+exchange+api/5957/historical+stats?stock_name=Tata Motors&stats=quarter_results' --header 'Authorization: Bearer YOUR_API_KEY'
注册后,每个开发者都会被分配一个个人 API 访问密钥,这是一个唯一的字母和数字组合,用于访问我们的 API 端点。要使用 印度证券交易所 API 进行身份验证,只需在 Authorization 标头中包含您的 bearer token。
| 标头 | 描述 |
|---|---|
授权
|
必需
应为 Bearer access_key. 订阅后,请查看上方的"您的 API 访问密钥"。
|
无长期承诺。随时升级、降级或取消。 免费试用包括最多 50 个请求。
(年度计费可节省 2 个月 🎉)
印度证券交易所API提供详细的金融数据,涵盖在孟买证券交易所(BSE)和国家证券交易所(NSE)上市的公司,赋予用户对动态印度股市的全面洞察。这款强大的API使投资者、金融分析师和开发者能够访问大量信息,这些信息对于做出明智的投资决策和进行深入研究至关重要。
利用印度证券交易所API的丰富功能,释放印度股市的潜力,包括:
印度证券交易所API提供孟买证券交易所和国家证券交易所上市公司的全面财务数据它提供公司简介股票价格技术数据财务关键指标分析师观点股东结构公司行为和最新新闻的详细见解
您可以检索各种数据,包括: -- 公司简介 -- BSE和NSE的实时股价 -- 技术分析数据 -- 财务报表和数据 -- 关键财务比率和指标 -- 分析师观点和建议 -- 股东结构 -- 公司行为 -- 与公司和市场相关的最新新闻文章
印度证券交易所API提供的数据实时更新股票价格,并定期更新其他金融数据,确保您可以获取到最新的信息
是的,每个定价计划根据每月允许的API调用次数具有不同的速率限制。有关更多详细信息,请参阅定价部分
印度API受到开发者和企业的信任并被广泛使用为数千用户服务
是的,除了市场上提供的多样化API集合外,还可以提供自定义端点和专用服务器以满足特定需求
该端点返回指定公司的详细财务数据,包括其股票代码、公司名称、行业、在BSE和NSE上的当前股价、技术数据、财务报表、关键指标、分析师观点、股东结构、公司行为和最近的新闻文章
关键字段包括“id”(唯一标识符)、“commonName”(公司名称)、“mgIndustry”(行业类型)、“mgSector”(行业分类)、“stockType”(股票类型)和“activeStockTrends”(短期和长期趋势)
响应被构造成一个共同基金对象的数组,每个对象包含“id”、“schemeName”、“isin”、“schemeType”和“categoryId”等字段,允许用户轻松访问特定共同基金的细节
此端点不需要参数,但返回BSE和NSE在过去52周中价格最高和最低的股票的数据,提供对股票表现的洞察
该端点提供指定股票的目标价格信息、历史快照和分析师推荐,包括平均目标价格、推荐统计和历史趋势
用户可以通过指定“stock_name”(必需)和可选的“period”(例如,1m,6m,1yr)以及“filter”(例如,价格,市盈率)来定制请求,从而根据他们的需要量身定制历史数据的检索
典型的用例包括识别价格变化显著的股票以寻找交易机会 监测市场波动性以及根据近期价格变动进行情绪分析
通过来自可靠金融来源的定期更新 严格的质量检查和验证过程来保持数据的准确性 以确保所提供的信息是最新的和可信的