I m working on a stock prediction project. This is how I want:
To show all the stocks available in Nifty50, Nifty100 or so and then the user will select the stock to predict the high and low price of a stock on next day only.
I m using Django.
What I have done till now: I m able to display a list of stock.
def index(request):
api_key = 'myAPI_Key'
url50 = 'https://archives.nseindia.com/content/indices/ind_nifty50list.csv'
url100 = 'https://archives.nseindia.com/content/indices/ind_nifty100list.csv'
url200 = 'https://archives.nseindia.com/content/indices/ind_nifty200list.csv'
sfifty = requests.get(url50).content
shundred = requests.get(url100).content
stwohundred = requests.get(url200).content
nifty50 = pd.read_csv(io.StringIO(sfifty.decode('utf-8')))
nifty100 = pd.read_csv(io.StringIO(shundred.decode('utf-8')))
nifty200 = pd.read_csv(io.StringIO(stwohundred.decode('utf-8')))
nifty50 = nifty50['Symbol']
nifty100 = nifty100['Symbol']
nifty200 = nifty200['Symbol']
context = {
'fifty': nifty50,
'hundred': nifty100,
'twohundred': nifty200
}
return render(request, 'StockPrediction/index.html', context)
What I want:
I want to get the live data of all stocks open
, high
,LTP
,Change
, Volume
.by mean of live data is that it will change as per stock values will change.
Please Help!