Python library for monitoring Ark Invest funds data.
Project description
arkfunds-python
A Python library for monitoring Ark Invest funds data.
Installation
Install the latest release from PyPI:
pip install arkfunds
Quickstart
from arkfunds import ETF, Stock
# ARK ETFs
etf = ETF("ARKK")
etf.profile()
etf.holdings()
etf.trades()
etf.news()
# Stocks
symbols = ["tsla", "coin", "tdoc"]
stock = Stock(symbols)
stock.profile()
stock.fund_ownership()
stock.trades()
stock.price()
stock.price_history()
Usage: ARK ETFs
from arkfunds import ETF
arkk = ETF('<ark fund symbols>')
ETF Profile
import json
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
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
ETF 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
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]
Usage: Stocks
from arkfunds import Stock
stock = Stock('<symbols>')
Stock Profile
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']
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
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]
Stock Prices
from arkfunds import Stock
symbols = ["tsla", "coin", "tdoc"]
stock = Stock(symbols)
df = stock.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
df = stock.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
License
This project is licensed under the MIT license. Feel free to edit and distribute this template as you like.
See LICENSE for more information.
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