StockExchange 0.0.4

Indian Stock Data Featch and Represent Graphical Format

StockExchange

stock data featch

1. nse_main() -
2. CSV Model -
    Convert Payload json data  data to CSV using Data frame 
    read CSV File => data = pd.read_csv(filename)
    Featch Csv Columns=> data.columns
    target = data.iloc[:, 5:]
    method- csv_data_model(filename,symbol,start_date,end_date)
    parameter -  filename, symbol, start_date, end_date

3. Graph Model - 
    csv file data(CSV Model) represent as  graphical  format 
    Method - graph(data,symbol,start_date,end_date)
    parameter – data – CSV data  , symbol,start_date,end_date

    use - 
    symbol = 'BAJFINANCE
    series = 'EQ'
    start_date = ('12-05-2023')
    end_date = ('12-06-2023')
    data = pd.read_csv(filename)
    graph(data,symbol,start_date,end_date)

4. Equity Pre Data-
    Equity pre histary featch 
    Method - equity_predata(symbol, series, start_date, end_date)
    parameter – Symbol, series, Start Date, End Date 
    Use - 
    symbol = 'BAJFINANCE
    series = 'EQ'
    start_date = ('12-05-2023')
    end_date = ('12-06-2023')
    equity_predata(symbol, series, start_date, end_date)

    Output - 
        • Create CSV File  of start date to end date  data 
            _id
            CH_SYMBOL
            Outcome
            CH_SERIES
            CH_MARKET_TYPE
            CH_TRADE_HIGH_PRICE
            CH_TRADE_LOW_PRICE
            CH_OPENING_PRICE
            CH_CLOSING_PRICE
            CH_LAST_TRADED_PRICE
            CH_LAST_TRADED_PRICE
            CH_PREVIOUS_CLS_PRICE
            CH_TOT_TRADED_QTY
            CH_TOT_TRADED_VAL
            CH_52WEEK_HIGH_PRICE
            CH_52WEEK_LOW_PRICE
            CH_TOTAL_TRADES
            CH_ISIN
            CH_TIMESTAMP
            TIMESTAMP
            createdAt
            updatedAt
            __v
            VWAP
            mTIMESTAMP

        • Plot graph in linear scal  using Graph method 


6. Equity List- 
    NSE listed company List.
    Method-  equitytop_loosers()
    predata – MCAP31032023_0.xlsx (Download using link https://www.nseindia.com/regulations/listing-compliance/nse-market-capitalisation-all-companies)
    output – Teminal output Symbol of listed company
            Create CSV File 
                Sr. No.
                Symbol
                Company Name
                Market capitalization as on March 31, 2023 (Rs in Lakhs)

7. Fno List -
    Futures and Options data file.
    Method – fno_list()
    Output - fnolist, count
        CSV File 

8. Equity Top Gainers-
    Method – equitytop_gainers()
    output – create top gainer  csv file 


9. Equity Top Loosers-
    Method – equitytop_loosers()

10.  Option Chain-
    Option chain data dispaly in terminal 
    Indices OPTION – NIFTY, FINNIFTY, BANKNIFTY
    Equities  OPTION -  all symbol
    method  -optionchain(symbol)
    Use - fnolist = optionchain('NIFTY')		

11. Top 25  Valume -
    method – top_valume()
    output – create csv File 


12. MOST ACTIVE EQUITIES -
    method – active_equities(Num)
    parameter –> num – equities  num of stock 
    use -  active_equities(10)
    output -> create csv file top 10 active quities


13. 52week High / Low stock -
    method – highorlow_52week(range)
    parameter ->range – “high”  (52week High Stock)
                      - “low”    (52week Low Stock)
    use  - highorlow_52week(“ high”)