Getting Started¶
Table of contents
ETF¶
from arkfunds import ETF
etf = ETF("ARKK")
Multiple symbols
The ETF class also makes it easy to retrieve data for multiple symbols with the same API. Simply pass a list of symbols as the argument to the ETF class.
from arkfunds import ETF
symbols = ["ARKF", "ARKK", "ARKX"]
etfs = ETF(symbols)
Note
Valid ETF symbols: ARKF, ARKG, ARKK, ARKQ, ARKW, ARKX, IZRL, PRNT
Profile¶
Get ARK ETF profile information
from arkfunds import ETF
symbols = ["ARKF", "ARKK", "ARKX"]
etfs = ETF(symbols)
df = etfs.profile()
print(df)
# symbol name description fund_type inception_date cusip isin website
# 0 ARKF Fintech Innovation ETF ARKF is an actively managed Exchange Traded Fu... Active Equity ETF 2019-02-04 00214Q708 US00214Q7088 https://ark-funds.com/fintech-etf
# 1 ARKK ARK Innovation ETF ARKK is an actively managed ETF that seeks lon... Active Equity ETF 2014-10-31 00214Q104 US00214Q1040 https://ark-funds.com/arkk
# 2 ARKX Space Exploration & Innovation ETF ARKX is an actively-managed exchange-traded fu... Active Equity ETF 2021-03-30 00214Q807 US00214Q8078 https://ark-funds.com/arkx
Holdings¶
Get ARK ETF holdings
from arkfunds import ETF
arkk = ETF("ARKK")
df = arkk.holdings()
print(df.head(5))
# fund date company ticker cusip shares market_value weight weight_rank
# 0 ARKK 2021-07-29 TESLA INC TSLA 88160R101 3551176 2.297540e+09 10.14 1
# 1 ARKK 2021-07-29 ROKU INC ROKU 77543R102 3094614 1.449362e+09 6.39 2
# 2 ARKK 2021-07-29 TELADOC HEALTH INC TDOC 87918A105 8785584 1.333740e+09 5.88 3
# 3 ARKK 2021-07-29 SQUARE INC - A SQ 852234103 4565037 1.180564e+09 5.21 4
# 4 ARKK 2021-07-29 SHOPIFY INC - CLASS A SHOP 82509L107 707932 1.088799e+09 4.80 5
Trades¶
Get ARK ETF intraday trades
from arkfunds import ETF
arkk = ETF("ARKK")
df = arkk.trades()
print(df)
# fund date direction ticker company cusip shares etf_percent
# 0 ARKK 2021-07-28 Buy TDOC TELADOC HEALTH INC 87918A105 311612 0.2043
# 1 ARKK 2021-07-28 Buy SPOT SPOTIFY TECHNOLOGY SA L8681T102 201549 0.1966
# 2 ARKK 2021-07-28 Sell BEKE KE HOLDINGS INC 482497104 41500 0.0052
# 3 ARKK 2021-07-28 Sell TWST TWIST BIOSCIENCE CORP 90184D100 89660 0.0464
# 4 ARKK 2021-07-28 Sell SKLZ SKILLZ INC 83067L109 921897 0.0592
# 5 ARKK 2021-07-28 Sell ROKU ROKU INC 77543R102 47200 0.0987
# 6 ARKK 2021-07-28 Sell PSTG PURE STORAGE INC 74624M102 85 0.0000
# 7 ARKK 2021-07-28 Sell NTDOY NINTENDO CO LTD 654445303 25100 0.0076
# 8 ARKK 2021-07-28 Sell IOVA IOVANCE BIOTHERAPEUTICS INC 462260100 413807 0.0427
# 9 ARKK 2021-07-28 Sell DOCU DOCUSIGN INC 256163106 65768 0.0893
# 10 ARKK 2021-07-28 Sell TXG 10X GENOMICS INC 88025U109 89643 0.0752
News¶
Get ARK ETF news
from arkfunds import ETF
arkk = ETF("ARKK")
df = arkk.news()
print(df.head(5))
# id datetime related ... summary url image
# 0 2101 2021-07-23T08:42:00+00:00 ARKK ... One of Cathie Wood's ARK Invest funds bought o... https://247wallst.com/investing/2021/07/23/cat... https://247wallst.com/wp-content/uploads/2020/...
# 1 2102 2021-07-23T06:39:00+00:00 ARKK ... https://www.gurufocus.com/news/1483143/cra-fin...
# 2 2095 2021-07-22T13:42:00+00:00 ARKK ... Ark Invest founder and CEO Cathie Wood achieve... https://www.benzinga.com/news/21/07/22110608/e... https://cdn.benzinga.com/files/imagecache/og_i...
# 3 2103 2021-07-22T11:10:00+00:00 ARKK ... When it comes to innovation and making your wo... https://investorplace.com/2021/07/7-best-etfs-... https://investorplace.com/wp-content/uploads/2...
# 4 2090 2021-07-22T10:51:00+00:00 ARKK ... The coronavirus pandemic is fast becoming one ... https://www.marketwatch.com/story/biden-says-c... https://images.mktw.net/im-373488/social
#
# [5 rows x 8 columns]
Stocks¶
from arkfunds import Stock
stock = Stock("TSLA")
Multiple symbols
The Stock class also makes it easy to retrieve data for multiple symbols with the same API. Simply pass a list of symbols as the argument to the Stock class.
from arkfunds import Stock
symbols = ["TSLA", "COIN", "HOOD"]
stocks = Stock(symbols)
Profile¶
Get Stock profile information
import json
from arkfunds import Stock
tsla = Stock("TSLA")
df = tsla.profile()
print(df)
print(df.columns.to_list())
# ticker name country industry sector fullTimeEmployees ... website market exchange currency marketCap sharesOutstanding
# 0 TSLA Tesla, Inc. United States Auto Manufacturers Consumer Cyclical 70757 ... http://www.tesla.com us_market NasdaqGS USD 6.232552e+11 963329984
#
# [1 rows x 13 columns]
#
# ['ticker', 'name', 'country', 'industry', 'sector', 'fullTimeEmployees', 'summary', 'website', 'market', 'exchange', 'currency', 'marketCap', 'sharesOutstanding']
Fund Ownership¶
Get Stock Fund Ownership
from arkfunds import Stock
tsla = Stock("TSLA")
df = tsla.fund_ownership()
print(df)
# ticker date fund weight weight_rank shares market_value
# 0 TSLA 2021-07-29 ARKK 10.14 1 3551176 2.297540e+09
# 1 TSLA 2021-07-29 ARKQ 11.33 1 478166 3.093638e+08
# 2 TSLA 2021-07-29 ARKW 9.87 1 898972 5.816169e+08
Trades¶
Get Stock Trades
from arkfunds import Stock
tsla = Stock("TSLA")
df = tsla.trades()
print(df)
# date fund direction ticker company cusip shares etf_percent
# 0 2021-07-07 ARKK Buy TSLA TESLA INC 88160R101 110731 0.2941
# 1 2021-06-04 ARKK Buy TSLA TESLA INC 88160R101 4977 0.0144
# 2 2021-06-04 ARKQ Buy TSLA TESLA INC 88160R101 3068 0.0612
# 3 2021-06-04 ARKW Buy TSLA TESLA INC 88160R101 4718 0.0521
# 4 2021-05-19 ARKK Buy TSLA TESLA INC 88160R101 43065 0.1220
# .. ... ... ... ... ... ... ... ...
# 66 2020-09-24 ARKQ Buy TSLA TESLA INC 88160R101 2639 0.1582
# 67 2020-09-24 ARKW Buy TSLA TESLA INC 88160R101 19794 0.3054
# 68 2020-09-23 ARKK Buy TSLA TESLA INC 88160R101 142166 0.6770
# 69 2020-09-23 ARKW Buy TSLA TESLA INC 88160R101 22190 0.3682
# 70 2020-09-18 ARKK Sell TSLA TESLA INC 88160R101 85200 0.4400
#
# [71 rows x 8 columns]
Prices¶
Get current stock price info
from arkfunds import Stock
symbols = ["TSLA", "COIN", "TDOC"]
stocks = Stock(symbols)
df = stocks.price()
print(df)
# ticker currency price change changep last_trade exchange
# 0 TSLA USD 646.98 2.199951 0.341194 2021-07-28 20:00:03 NMS
# 1 COIN USD 241.75 6.669998 2.837331 2021-07-28 20:00:02 NMS
# 2 TDOC USD 151.81 0.800003 0.529768 2021-07-28 20:00:02 NYQ
Price History¶
Get historical price data for ticker
from arkfunds import Stock
symbols = ["TSLA", "COIN", "TDOC"]
stocks = Stock(symbols)
df = stocks.price_history(days_back=7, frequency="d")
print(df)
# Ticker Date Open High Low Close Adj Close Volume
# 0 TSLA 2021-07-22 656.440002 662.169983 644.599976 649.260010 649.260010 15105700
# 1 TSLA 2021-07-23 646.359985 648.799988 637.299988 643.380005 643.380005 14581300
# 2 TSLA 2021-07-26 650.969971 668.200012 647.109985 657.619995 657.619995 25044100
# 3 TSLA 2021-07-27 663.400024 666.500000 627.239990 644.780029 644.780029 32756900
# 4 TSLA 2021-07-28 647.000000 654.969971 639.400024 646.979980 646.979980 15970200
# 5 COIN 2021-07-22 232.000000 232.320007 224.500000 226.080002 226.080002 2551700
# 6 COIN 2021-07-23 226.220001 227.350006 222.729996 224.919998 224.919998 1565900
# 7 COIN 2021-07-26 240.080002 249.800003 237.880005 245.449997 245.449997 7592500
# 8 COIN 2021-07-27 243.000000 243.210007 229.119995 235.080002 235.080002 5615000
# 9 COIN 2021-07-28 240.300003 242.869995 238.029999 241.750000 241.750000 2057800
# 10 TDOC 2021-07-22 154.449997 155.369995 151.600006 152.869995 152.869995 1302300
# 11 TDOC 2021-07-23 151.949997 152.602997 147.860001 151.589996 151.589996 1629800
# 12 TDOC 2021-07-26 150.910004 150.919998 148.570007 149.750000 149.750000 2136300
# 13 TDOC 2021-07-27 149.929993 152.169998 145.619995 151.009995 151.009995 2714300
# 14 TDOC 2021-07-28 134.779999 152.289993 133.250000 151.809998 151.809998 11577300