Merge branch 'develop' into feature/openbb-sdk-v4

This commit is contained in:
Pratyush Shukla
2023-08-19 21:06:44 +05:30
committed by GitHub
40 changed files with 2767 additions and 2522 deletions

4
examples/README.md vendored
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@@ -59,3 +59,7 @@ This notebook demonstrates how to fetch and work with options chains data.
- Calculate and visualize the Net Delta Exposure, in dollars, by strike and expiration.
- Visualize the term structure of the implied volatility skew.
- Get tables with multiple single-leg options strategies.
### googleColabInstallation
This notebook demonstrates how to install the OpenBB SDK within Google Colab.

2491
examples/googleColabInstallation.ipynb vendored Normal file

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@@ -1,212 +0,0 @@
"""Twitter Model"""
__docformat__ = "numpy"
import logging
from datetime import datetime, timedelta
from typing import Optional
import pandas as pd
from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer
from openbb_terminal.core.session.current_user import get_current_user
from openbb_terminal.decorators import check_api_key, log_start_end
from openbb_terminal.helper_funcs import clean_tweet, get_data, request
from openbb_terminal.rich_config import console
logger = logging.getLogger(__name__)
analyzer = SentimentIntensityAnalyzer()
@log_start_end(log=logger)
@check_api_key(["API_TWITTER_BEARER_TOKEN"])
def load_analyze_tweets(
symbol: str,
limit: int = 100,
start_date: Optional[str] = "",
end_date: Optional[str] = "",
) -> pd.DataFrame:
"""Load tweets from twitter API and analyzes using VADER.
Parameters
----------
symbol: str
Ticker symbol to search twitter for
limit: int
Number of tweets to analyze
start_date: Optional[str]
If given, the start time to get tweets from
end_date: Optional[str]
If given, the end time to get tweets from
Returns
-------
df_tweet: pd.DataFrame
Dataframe of tweets and sentiment
"""
params = {
"query": rf"(\${symbol}) (lang:en)",
"max_results": str(limit),
"tweet.fields": "created_at,lang",
}
if start_date:
# Assign from and to datetime parameters for the API
params["start_time"] = start_date
if end_date:
params["end_time"] = end_date
# Request Twitter API
response = request(
"https://api.twitter.com/2/tweets/search/recent",
params=params, # type: ignore
headers={
"authorization": "Bearer "
+ get_current_user().credentials.API_TWITTER_BEARER_TOKEN
},
)
# Create dataframe
df_tweets = pd.DataFrame()
# Check that the API response was successful
if response.status_code == 200:
tweets = []
for tweet in response.json()["data"]:
row = get_data(tweet)
tweets.append(row)
df_tweets = pd.DataFrame(tweets)
elif response.status_code == 401:
console.print("Twitter API Key provided is incorrect\n")
return pd.DataFrame()
elif response.status_code == 400:
console.print(
"""
Status Code 400.
This means you are requesting data from beyond the API's 7 day limit"""
)
return pd.DataFrame()
elif response.status_code == 403:
console.print(
f"""
Status code 403.
It seems you're twitter credentials are invalid - {response.text}
"""
)
return pd.DataFrame()
else:
console.print(
f"""
Status code {response.status_code}.
Something went wrong - {response.text}
"""
)
return pd.DataFrame()
sentiments = []
pos = []
neg = []
neu = []
for s_tweet in df_tweets["text"].to_list():
tweet = clean_tweet(s_tweet, symbol)
sentiments.append(analyzer.polarity_scores(tweet)["compound"])
pos.append(analyzer.polarity_scores(tweet)["pos"])
neg.append(analyzer.polarity_scores(tweet)["neg"])
neu.append(analyzer.polarity_scores(tweet)["neu"])
# Add sentiments to tweets dataframe
df_tweets["sentiment"] = sentiments
df_tweets["positive"] = pos
df_tweets["negative"] = neg
df_tweets["neutral"] = neu
return df_tweets
@log_start_end(log=logger)
def get_sentiment(
symbol: str,
n_tweets: int = 15,
n_days_past: int = 2,
) -> pd.DataFrame:
"""Get sentiments from symbol.
Parameters
----------
symbol: str
Stock ticker symbol to get sentiment for
n_tweets: int
Number of tweets to get per hour
n_days_past: int
Number of days to extract tweets for
Returns
-------
df_sentiment: pd.DataFrame
Dataframe of sentiment
"""
# Date format string required by twitter
dt_format = "%Y-%m-%dT%H:%M:%SZ"
# Algorithm to extract
dt_recent = datetime.utcnow() - timedelta(seconds=20)
dt_old = dt_recent - timedelta(days=n_days_past)
console.print(
f"From {dt_recent.date()} retrieving {n_tweets*24} tweets ({n_tweets} tweets/hour)"
)
df_tweets = pd.DataFrame(
columns=[
"created_at",
"text",
"sentiment",
"positive",
"negative",
"neutral",
]
)
while True:
# Iterate until we haven't passed the old number of days
if dt_recent < dt_old:
break
# Update past datetime
dt_past = dt_recent - timedelta(minutes=60)
temp = load_analyze_tweets(
symbol,
n_tweets,
start_date=dt_past.strftime(dt_format),
end_date=dt_recent.strftime(dt_format),
)
if (isinstance(temp, pd.DataFrame) and temp.empty) or (
not isinstance(temp, pd.DataFrame) and not temp
):
return pd.DataFrame()
df_tweets = pd.concat([df_tweets, temp])
if dt_past.day < dt_recent.day:
console.print(
f"From {dt_past.date()} retrieving {n_tweets*24} tweets ({n_tweets} tweets/hour)"
)
# Update recent datetime
dt_recent = dt_past
# Sort tweets per date
df_tweets.sort_index(ascending=False, inplace=True)
df_tweets["cumulative_compound"] = df_tweets["sentiment"].cumsum()
df_tweets["prob_sen"] = 1
# df_tweets.to_csv(r'notebooks/tweets.csv', index=False)
df_tweets.reset_index(inplace=True)
df_tweets["Month"] = pd.to_datetime(df_tweets["created_at"]).apply(
lambda x: x.month
)
df_tweets["Day"] = pd.to_datetime(df_tweets["created_at"]).apply(lambda x: x.day)
df_tweets["date"] = pd.to_datetime(df_tweets["created_at"])
df_tweets = df_tweets.sort_values(by="date")
df_tweets["cumulative_compound"] = df_tweets["sentiment"].cumsum()
return df_tweets

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@@ -1,197 +0,0 @@
"""Twitter view."""
__docformat__ = "numpy"
import logging
import os
from typing import Optional, Union
import numpy as np
import pandas as pd
from dateutil import parser as dparse
from openbb_terminal import OpenBBFigure, theme
from openbb_terminal.common.behavioural_analysis import twitter_model
from openbb_terminal.decorators import log_start_end
from openbb_terminal.helper_funcs import export_data, get_closing_price
from openbb_terminal.rich_config import console
logger = logging.getLogger(__name__)
@log_start_end(log=logger)
def display_inference(
symbol: str, limit: int = 100, export: str = "", sheet_name: Optional[str] = None
):
"""Prints Inference sentiment from past n tweets.
Parameters
----------
symbol: str
Stock ticker symbol
limit: int
Number of tweets to analyze
sheet_name: str
Optionally specify the name of the sheet the data is exported to.
export: str
Format to export tweet dataframe
"""
df_tweets = twitter_model.load_analyze_tweets(symbol, limit)
if (isinstance(df_tweets, pd.DataFrame) and df_tweets.empty) or (
not isinstance(df_tweets, pd.DataFrame) and not df_tweets
):
return
# Parse tweets
dt_from = dparse.parse(df_tweets["created_at"].values[-1])
dt_to = dparse.parse(df_tweets["created_at"].values[0])
console.print(f"From: {dt_from.strftime('%Y-%m-%d %H:%M:%S')}")
console.print(f"To: {dt_to.strftime('%Y-%m-%d %H:%M:%S')}")
console.print(f"{len(df_tweets)} tweets were analyzed.")
dt_delta = dt_to - dt_from
n_freq = dt_delta.total_seconds() / len(df_tweets)
console.print(f"Frequency of approx 1 tweet every {round(n_freq)} seconds.")
pos = df_tweets["positive"]
neg = df_tweets["negative"]
percent_pos = len(np.where(pos > neg)[0]) / len(df_tweets)
percent_neg = len(np.where(pos < neg)[0]) / len(df_tweets)
total_sent = np.round(np.sum(df_tweets["sentiment"]), 2)
mean_sent = np.round(np.mean(df_tweets["sentiment"]), 2)
console.print(f"The summed compound sentiment of {symbol} is: {total_sent}")
console.print(f"The average compound sentiment of {symbol} is: {mean_sent}")
console.print(
f"Of the last {len(df_tweets)} tweets, {100*percent_pos:.2f} % had a higher positive sentiment"
)
console.print(
f"Of the last {len(df_tweets)} tweets, {100*percent_neg:.2f} % had a higher negative sentiment"
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)),
"infer",
df_tweets,
sheet_name,
)
@log_start_end(log=logger)
def display_sentiment(
symbol: str,
n_tweets: int = 15,
n_days_past: int = 2,
compare: bool = False,
export: str = "",
sheet_name: Optional[str] = None,
external_axes: bool = False,
) -> Union[OpenBBFigure, None]:
"""Plots sentiments from symbol
Parameters
----------
symbol: str
Stock ticker symbol to get sentiment for
n_tweets: int
Number of tweets to get per hour
n_days_past: int
Number of days to extract tweets for
compare: bool
Show corresponding change in stock price
sheet_name: str
Optionally specify the name of the sheet the data is exported to.
export: str
Format to export tweet dataframe
external_axes: bool, optional
Whether to return the figure object or not, by default False
"""
df_tweets = twitter_model.get_sentiment(symbol, n_tweets, n_days_past)
if df_tweets.empty:
return None
if compare:
plots_kwargs = dict(
rows=3,
cols=1,
shared_xaxes=True,
vertical_spacing=0.05,
row_heights=[0.2, 0.6, 0.2],
)
else:
plots_kwargs = dict(
rows=2,
cols=1,
shared_xaxes=True,
vertical_spacing=0.05,
row_heights=[0.6, 0.4],
)
fig = OpenBBFigure.create_subplots(**plots_kwargs) # type: ignore
fig.add_scatter(
x=pd.to_datetime(df_tweets["created_at"]),
y=df_tweets["cumulative_compound"].values,
row=1,
col=1,
)
fig.set_yaxis_title("<br>Cumulative<br>VADER Sentiment", row=1, col=1)
for _, day_df in df_tweets.groupby(by="Day"):
day_df["time"] = pd.to_datetime(day_df["created_at"])
day_df = day_df.sort_values(by="time")
fig.add_scatter(
x=day_df["time"],
y=day_df["sentiment"].cumsum(),
row=1,
col=1,
)
fig.add_bar(
x=df_tweets["date"],
y=df_tweets["positive"],
row=2,
col=1,
marker_color=theme.up_color,
)
fig.add_bar(
x=df_tweets["date"],
y=-1 * df_tweets["negative"],
row=2,
col=1,
marker_color=theme.down_color,
)
fig.set_yaxis_title("VADER Polarity Scores", row=2, col=1)
if compare:
# get stock end price for each corresponding day if compare == True
closing_price_df = get_closing_price(symbol, n_days_past)
fig.add_scatter(
x=closing_price_df["Date"],
y=closing_price_df["Close"],
name=pd.to_datetime(closing_price_df["Date"]).iloc[0].strftime("%Y-%m-%d"),
row=3,
col=1,
)
fig.set_yaxis_title("Stock Price", row=3, col=1)
fig.update_layout(
title=f"Twitter's {symbol} total compound sentiment over time is {round(np.sum(df_tweets['sentiment']), 2)}",
xaxis=dict(type="date"),
showlegend=False,
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)),
"sentiment",
df_tweets,
sheet_name,
fig,
)
return fig.show(external=external_axes)

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@@ -42,8 +42,6 @@ class StocksController(model.StocksRoot):
`getdd`: Get due diligence posts from list of subreddits [Source: reddit].\n
`headlines`: Gets Sentiment analysis provided by FinBrain's API [Source: finbrain].\n
`headlines_chart`: Plots Sentiment analysis from FinBrain. Prints table if raw is True. [Source: FinBrain]\n
`infer`: Load tweets from twitter API and analyzes using VADER.\n
`infer_chart`: Prints Inference sentiment from past n tweets.\n
`mentions`: Get interest over time from google api [Source: google].\n
`mentions_chart`: Plots weekly bars of stock's interest over time. other users watchlist. [Source: Google].\n
`messages`: Get last messages for a given ticker [Source: stocktwits].\n
@@ -55,8 +53,6 @@ class StocksController(model.StocksRoot):
`regions`: Get interest by region from google api [Source: google].\n
`regions_chart`: Plots bars of regions based on stock's interest. [Source: Google].\n
`rise`: Get top rising related queries with this stock's query [Source: google].\n
`sentiment`: Get sentiments from symbol.\n
`sentiment_chart`: Plots sentiments from symbol\n
`snews`: Get headlines sentiment using VADER model over time. [Source: Finnhub]\n
`snews_chart`: Display stock price and headlines sentiment using VADER model over time. [Source: Finnhub]\n
`stalker`: Gets messages from given user [Source: stocktwits].\n

View File

@@ -285,10 +285,6 @@ class CryptoDeFi(Category):
)
self.newsletters = lib.crypto_defi_substack_model.get_newsletters
self.newsletters_chart = lib.crypto_defi_substack_view.display_newsletters
self.pairs = lib.crypto_defi_graph_model.get_uniswap_pool_recently_added
self.pairs_chart = lib.crypto_defi_graph_view.display_recently_added
self.pools = lib.crypto_defi_graph_model.get_uni_pools_by_volume
self.pools_chart = lib.crypto_defi_graph_view.display_uni_pools
self.sinfo = lib.crypto_defi_terramoney_fcd_model.get_staking_account_info
self.sinfo_chart = (
lib.crypto_defi_terramoney_fcd_view.display_account_staking_info
@@ -301,14 +297,8 @@ class CryptoDeFi(Category):
self.sreturn_chart = (
lib.crypto_defi_terramoney_fcd_view.display_staking_returns_history
)
self.stats = lib.crypto_defi_graph_model.get_uniswap_stats
self.stats_chart = lib.crypto_defi_graph_view.display_uni_stats
self.stvl = lib.crypto_defi_llama_model.get_defi_tvl
self.stvl_chart = lib.crypto_defi_llama_view.display_defi_tvl
self.swaps = lib.crypto_defi_graph_model.get_last_uni_swaps
self.swaps_chart = lib.crypto_defi_graph_view.display_last_uni_swaps
self.tokens = lib.crypto_defi_graph_model.get_uni_tokens
self.tokens_chart = lib.crypto_defi_graph_view.display_uni_tokens
self.validators = lib.crypto_defi_terramoney_fcd_model.get_validators
self.validators_chart = lib.crypto_defi_terramoney_fcd_view.display_validators
self.vaults = lib.crypto_defi_coindix_model.get_defi_vaults

View File

@@ -42,7 +42,6 @@ class KeysRoot(Category):
`stocksera`: Set Stocksera key.\n
`tokenterminal`: Set Token Terminal key.\n
`tradier`: Set Tradier key\n
`twitter`: Set Twitter key\n
`ultima`: Set Ultima Insights key\n
`walert`: Set Walert key\n
"""
@@ -84,6 +83,5 @@ class KeysRoot(Category):
self.stocksera = lib.keys_model.set_stocksera_key
self.tokenterminal = lib.keys_model.set_tokenterminal_key
self.tradier = lib.keys_model.set_tradier_key
self.twitter = lib.keys_model.set_twitter_key
self.ultima = lib.keys_model.set_ultima_key
self.walert = lib.keys_model.set_walert_key

View File

@@ -42,8 +42,6 @@ class StocksBehavioralAnalysis(Category):
`getdd`: Get due diligence posts from list of subreddits [Source: reddit].\n
`headlines`: Gets Sentiment analysis provided by FinBrain's API [Source: finbrain].\n
`headlines_chart`: Plots Sentiment analysis from FinBrain. Prints table if raw is True. [Source: FinBrain]\n
`infer`: Load tweets from twitter API and analyzes using VADER.\n
`infer_chart`: Prints Inference sentiment from past n tweets.\n
`mentions`: Get interest over time from google api [Source: google].\n
`mentions_chart`: Plots weekly bars of stock's interest over time. other users watchlist. [Source: Google].\n
`messages`: Get last messages for a given ticker [Source: stocktwits].\n
@@ -55,8 +53,6 @@ class StocksBehavioralAnalysis(Category):
`regions`: Get interest by region from google api [Source: google].\n
`regions_chart`: Plots bars of regions based on stock's interest. [Source: Google].\n
`rise`: Get top rising related queries with this stock's query [Source: google].\n
`sentiment`: Get sentiments from symbol.\n
`sentiment_chart`: Plots sentiments from symbol\n
`snews`: Get headlines sentiment using VADER model over time. [Source: Finnhub]\n
`snews_chart`: Display stock price and headlines sentiment using VADER model over time. [Source: Finnhub]\n
`stalker`: Gets messages from given user [Source: stocktwits].\n
@@ -74,8 +70,6 @@ class StocksBehavioralAnalysis(Category):
self.getdd = lib.stocks_ba_reddit_model.get_due_dilligence
self.headlines = lib.stocks_ba_finbrain_model.get_sentiment
self.headlines_chart = lib.stocks_ba_finbrain_view.display_sentiment_analysis
self.infer = lib.stocks_ba_twitter_model.load_analyze_tweets
self.infer_chart = lib.stocks_ba_twitter_view.display_inference
self.mentions = lib.stocks_ba_google_model.get_mentions
self.mentions_chart = lib.stocks_ba_google_view.display_mentions
self.messages = lib.stocks_ba_stocktwits_model.get_messages
@@ -87,8 +81,6 @@ class StocksBehavioralAnalysis(Category):
self.regions = lib.stocks_ba_google_model.get_regions
self.regions_chart = lib.stocks_ba_google_view.display_regions
self.rise = lib.stocks_ba_google_model.get_rise
self.sentiment = lib.stocks_ba_twitter_model.get_sentiment
self.sentiment_chart = lib.stocks_ba_twitter_view.display_sentiment
self.snews = lib.stocks_ba_finnhub_model.get_headlines_sentiment
self.snews_chart = (
lib.stocks_ba_finnhub_view.display_stock_price_headlines_sentiment

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@@ -121,8 +121,6 @@ from openbb_terminal.common.behavioural_analysis import (
reddit_view as stocks_ba_reddit_view,
stocktwits_model as stocks_ba_stocktwits_model,
stocktwits_view as stocks_ba_stocktwits_view,
twitter_model as stocks_ba_twitter_model,
twitter_view as stocks_ba_twitter_view,
)
@@ -170,8 +168,6 @@ from openbb_terminal.cryptocurrency.defi import (
coindix_view as crypto_defi_coindix_view,
cryptosaurio_model as crypto_defi_cryptosaurio_model,
cryptosaurio_view as crypto_defi_cryptosaurio_view,
graph_model as crypto_defi_graph_model,
graph_view as crypto_defi_graph_view,
llama_model as crypto_defi_llama_model,
llama_view as crypto_defi_llama_view,
smartstake_model as crypto_defi_smartstake_model,

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@@ -75,15 +75,10 @@ crypto.defi.gov_proposals,crypto_defi_terramoney_fcd_model.get_proposals,crypto_
crypto.defi.ldapps,crypto_defi_llama_model.get_defi_protocols,crypto_defi_llama_view.display_defi_protocols
crypto.defi.luna_supply,crypto_defi_smartstake_model.get_luna_supply_stats,crypto_defi_smartstake_view.display_luna_circ_supply_change
crypto.defi.newsletters,crypto_defi_substack_model.get_newsletters,crypto_defi_substack_view.display_newsletters
crypto.defi.pairs,crypto_defi_graph_model.get_uniswap_pool_recently_added,crypto_defi_graph_view.display_recently_added
crypto.defi.pools,crypto_defi_graph_model.get_uni_pools_by_volume,crypto_defi_graph_view.display_uni_pools
crypto.defi.sinfo,crypto_defi_terramoney_fcd_model.get_staking_account_info,crypto_defi_terramoney_fcd_view.display_account_staking_info
crypto.defi.sratio,crypto_defi_terramoney_fcd_model.get_staking_ratio_history,crypto_defi_terramoney_fcd_view.display_staking_ratio_history
crypto.defi.sreturn,crypto_defi_terramoney_fcd_model.get_staking_returns_history,crypto_defi_terramoney_fcd_view.display_staking_returns_history
crypto.defi.stats,crypto_defi_graph_model.get_uniswap_stats,crypto_defi_graph_view.display_uni_stats
crypto.defi.stvl,crypto_defi_llama_model.get_defi_tvl,crypto_defi_llama_view.display_defi_tvl
crypto.defi.swaps,crypto_defi_graph_model.get_last_uni_swaps,crypto_defi_graph_view.display_last_uni_swaps
crypto.defi.tokens,crypto_defi_graph_model.get_uni_tokens,crypto_defi_graph_view.display_uni_tokens
crypto.defi.validators,crypto_defi_terramoney_fcd_model.get_validators,crypto_defi_terramoney_fcd_view.display_validators
crypto.defi.vaults,crypto_defi_coindix_model.get_defi_vaults,crypto_defi_coindix_view.display_defi_vaults
crypto.disc.categories_keys,crypto_disc_pycoingecko_model.get_categories_keys,
@@ -317,7 +312,6 @@ keys.smartstake,keys_model.set_smartstake_key,
keys.stocksera,keys_model.set_stocksera_key,
keys.tokenterminal,keys_model.set_tokenterminal_key,
keys.tradier,keys_model.set_tradier_key,
keys.twitter,keys_model.set_twitter_key,
keys.ultima,keys_model.set_ultima_key,
keys.walert,keys_model.set_walert_key,
login,sdk_session.login,
@@ -389,7 +383,6 @@ stocks.ba.bullbear,stocks_ba_stocktwits_model.get_bullbear,
stocks.ba.cnews,stocks_ba_finnhub_model.get_company_news,
stocks.ba.getdd,stocks_ba_reddit_model.get_due_dilligence,
stocks.ba.headlines,stocks_ba_finbrain_model.get_sentiment,stocks_ba_finbrain_view.display_sentiment_analysis
stocks.ba.infer,stocks_ba_twitter_model.load_analyze_tweets,stocks_ba_twitter_view.display_inference
stocks.ba.mentions,stocks_ba_google_model.get_mentions,stocks_ba_google_view.display_mentions
stocks.ba.messages,stocks_ba_stocktwits_model.get_messages,
stocks.ba.ns,stocks_ba_news_sentiment_model.get_data,stocks_ba_news_sentiment_view.display_articles_data
@@ -398,7 +391,6 @@ stocks.ba.queries,stocks_ba_google_model.get_queries,
stocks.ba.redditsent,stocks_ba_reddit_model.get_posts_about,
stocks.ba.regions,stocks_ba_google_model.get_regions,stocks_ba_google_view.display_regions
stocks.ba.rise,stocks_ba_google_model.get_rise,
stocks.ba.sentiment,stocks_ba_twitter_model.get_sentiment,stocks_ba_twitter_view.display_sentiment
stocks.ba.snews,stocks_ba_finnhub_model.get_headlines_sentiment,stocks_ba_finnhub_view.display_stock_price_headlines_sentiment
stocks.ba.stalker,stocks_ba_stocktwits_model.get_stalker,
stocks.ba.text_sent,stocks_ba_reddit_model.get_sentiment,
1 trail model view
75 crypto.defi.ldapps crypto_defi_llama_model.get_defi_protocols crypto_defi_llama_view.display_defi_protocols
76 crypto.defi.luna_supply crypto_defi_smartstake_model.get_luna_supply_stats crypto_defi_smartstake_view.display_luna_circ_supply_change
77 crypto.defi.newsletters crypto_defi_substack_model.get_newsletters crypto_defi_substack_view.display_newsletters
crypto.defi.pairs crypto_defi_graph_model.get_uniswap_pool_recently_added crypto_defi_graph_view.display_recently_added
crypto.defi.pools crypto_defi_graph_model.get_uni_pools_by_volume crypto_defi_graph_view.display_uni_pools
78 crypto.defi.sinfo crypto_defi_terramoney_fcd_model.get_staking_account_info crypto_defi_terramoney_fcd_view.display_account_staking_info
79 crypto.defi.sratio crypto_defi_terramoney_fcd_model.get_staking_ratio_history crypto_defi_terramoney_fcd_view.display_staking_ratio_history
80 crypto.defi.sreturn crypto_defi_terramoney_fcd_model.get_staking_returns_history crypto_defi_terramoney_fcd_view.display_staking_returns_history
crypto.defi.stats crypto_defi_graph_model.get_uniswap_stats crypto_defi_graph_view.display_uni_stats
81 crypto.defi.stvl crypto_defi_llama_model.get_defi_tvl crypto_defi_llama_view.display_defi_tvl
crypto.defi.swaps crypto_defi_graph_model.get_last_uni_swaps crypto_defi_graph_view.display_last_uni_swaps
crypto.defi.tokens crypto_defi_graph_model.get_uni_tokens crypto_defi_graph_view.display_uni_tokens
82 crypto.defi.validators crypto_defi_terramoney_fcd_model.get_validators crypto_defi_terramoney_fcd_view.display_validators
83 crypto.defi.vaults crypto_defi_coindix_model.get_defi_vaults crypto_defi_coindix_view.display_defi_vaults
84 crypto.disc.categories_keys crypto_disc_pycoingecko_model.get_categories_keys
312 keys.stocksera keys_model.set_stocksera_key
313 keys.tokenterminal keys_model.set_tokenterminal_key
314 keys.tradier keys_model.set_tradier_key
keys.twitter keys_model.set_twitter_key
315 keys.ultima keys_model.set_ultima_key
316 keys.walert keys_model.set_walert_key
317 login sdk_session.login
383 stocks.ba.cnews stocks_ba_finnhub_model.get_company_news
384 stocks.ba.getdd stocks_ba_reddit_model.get_due_dilligence
385 stocks.ba.headlines stocks_ba_finbrain_model.get_sentiment stocks_ba_finbrain_view.display_sentiment_analysis
stocks.ba.infer stocks_ba_twitter_model.load_analyze_tweets stocks_ba_twitter_view.display_inference
386 stocks.ba.mentions stocks_ba_google_model.get_mentions stocks_ba_google_view.display_mentions
387 stocks.ba.messages stocks_ba_stocktwits_model.get_messages
388 stocks.ba.ns stocks_ba_news_sentiment_model.get_data stocks_ba_news_sentiment_view.display_articles_data
391 stocks.ba.redditsent stocks_ba_reddit_model.get_posts_about
392 stocks.ba.regions stocks_ba_google_model.get_regions stocks_ba_google_view.display_regions
393 stocks.ba.rise stocks_ba_google_model.get_rise
stocks.ba.sentiment stocks_ba_twitter_model.get_sentiment stocks_ba_twitter_view.display_sentiment
394 stocks.ba.snews stocks_ba_finnhub_model.get_headlines_sentiment stocks_ba_finnhub_view.display_stock_price_headlines_sentiment
395 stocks.ba.stalker stocks_ba_stocktwits_model.get_stalker
396 stocks.ba.text_sent stocks_ba_reddit_model.get_sentiment

View File

@@ -12,8 +12,6 @@ from openbb_terminal.cryptocurrency.defi import (
coindix_model,
coindix_view,
cryptosaurio_view,
graph_model,
graph_view,
llama_model,
llama_view,
smartstake_view,
@@ -45,11 +43,6 @@ class DefiController(BaseController):
"stvl",
"dtvl",
"newsletter",
"tokens",
"pairs",
"pools",
"swaps",
"stats",
"vaults",
"sinfo",
"validators",
@@ -76,11 +69,6 @@ class DefiController(BaseController):
mt = MenuText("crypto/defi/")
mt.add_cmd("newsletter")
mt.add_cmd("vaults")
mt.add_cmd("tokens")
mt.add_cmd("stats")
mt.add_cmd("pairs")
mt.add_cmd("pools")
mt.add_cmd("swaps")
mt.add_cmd("ldapps")
mt.add_cmd("gdapps")
mt.add_cmd("stvl")
@@ -551,299 +539,9 @@ class DefiController(BaseController):
else None,
)
@log_start_end(log=logger)
def call_tokens(self, other_args: List[str]):
"""Process tokens command"""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="tokens",
description="""
Display tokens trade-able on Uniswap DEX
[Source: https://thegraph.com/en/]
""",
)
parser.add_argument(
"--skip",
dest="skip",
type=check_positive,
help="Number of records to skip",
default=0,
choices=range(1, 1000),
metavar="SKIP",
)
parser.add_argument(
"--limit",
dest="limit",
type=check_positive,
help="Number of records to display",
default=20,
)
parser.add_argument(
"-s",
"--sort",
dest="sortby",
type=str,
help="Sort by given column. Default: index",
default="index",
choices=graph_model.TOKENS_FILTERS,
)
parser.add_argument(
"-r",
"--reverse",
action="store_true",
dest="reverse",
default=False,
help=(
"Data is sorted in descending order by default. "
"Reverse flag will sort it in an ascending way. "
"Only works when raw data is displayed."
),
)
ns_parser = self.parse_known_args_and_warn(
parser, other_args, EXPORT_ONLY_RAW_DATA_ALLOWED
)
if ns_parser:
graph_view.display_uni_tokens(
skip=ns_parser.skip,
limit=ns_parser.limit,
sortby=ns_parser.sortby,
ascend=ns_parser.reverse,
export=ns_parser.export,
sheet_name=" ".join(ns_parser.sheet_name)
if ns_parser.sheet_name
else None,
)
@log_start_end(log=logger)
def call_stats(self, other_args: List[str]):
"""Process stats command"""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="stats",
description="""
Display base statistics about Uniswap DEX.
[Source: https://thegraph.com/en/]
""",
)
ns_parser = self.parse_known_args_and_warn(
parser, other_args, EXPORT_ONLY_RAW_DATA_ALLOWED
)
if ns_parser:
graph_view.display_uni_stats(
export=ns_parser.export,
sheet_name=" ".join(ns_parser.sheet_name)
if ns_parser.sheet_name
else None,
)
@log_start_end(log=logger)
def call_pairs(self, other_args: List[str]):
"""Process pairs command"""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="pairs",
description="""
Displays Lastly added pairs on Uniswap DEX.
[Source: https://thegraph.com/en/]
""",
)
parser.add_argument(
"-l",
"--limit",
dest="limit",
type=check_positive,
help="Number of records to display",
default=10,
)
parser.add_argument(
"-v",
"--vol",
dest="vol",
type=check_positive,
help="Minimum trading volume",
default=100,
choices=range(1, 1000),
metavar="VOL",
)
parser.add_argument(
"-tx",
"--tx",
dest="tx",
type=check_positive,
help="Minimum number of transactions",
default=100,
choices=range(1, 1000),
metavar="TX",
)
parser.add_argument(
"--days",
dest="days",
type=check_positive,
help="Number of days the pair has been active,",
default=10,
choices=range(1, 1000),
metavar="DAY",
)
parser.add_argument(
"-s",
"--sort",
dest="sortby",
type=str,
help="Sort by given column. Default: created",
default="created",
choices=graph_model.PAIRS_FILTERS,
)
parser.add_argument(
"-r",
"--reverse",
action="store_true",
dest="reverse",
default=False,
help=(
"Data is sorted in descending order by default. "
"Reverse flag will sort it in an ascending way. "
"Only works when raw data is displayed."
),
)
ns_parser = self.parse_known_args_and_warn(
parser, other_args, EXPORT_ONLY_RAW_DATA_ALLOWED
)
if ns_parser:
graph_view.display_recently_added(
limit=ns_parser.limit,
days=ns_parser.days,
min_volume=ns_parser.vol,
min_tx=ns_parser.tx,
sortby=ns_parser.sortby,
ascend=ns_parser.reverse,
export=ns_parser.export,
sheet_name=" ".join(ns_parser.sheet_name)
if ns_parser.sheet_name
else None,
)
@log_start_end(log=logger)
def call_pools(self, other_args: List[str]):
"""Process pools command"""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="pairs",
description="""
Display uniswap pools by volume.
[Source: https://thegraph.com/en/]
""",
)
parser.add_argument(
"-l",
"--limit",
dest="limit",
type=check_positive,
help="Number of records to display",
default=10,
)
parser.add_argument(
"-s",
"--sort",
dest="sortby",
type=str,
help="Sort by given column. Default: volumeUSD",
default="volumeUSD",
choices=graph_model.POOLS_FILTERS,
)
parser.add_argument(
"-r",
"--reverse",
action="store_true",
dest="reverse",
default=False,
help=(
"Data is sorted in descending order by default. "
"Reverse flag will sort it in an ascending way. "
"Only works when raw data is displayed."
),
)
ns_parser = self.parse_known_args_and_warn(
parser, other_args, EXPORT_ONLY_RAW_DATA_ALLOWED
)
if ns_parser:
graph_view.display_uni_pools(
limit=ns_parser.limit,
sortby=ns_parser.sortby,
ascend=ns_parser.reverse,
export=ns_parser.export,
sheet_name=" ".join(ns_parser.sheet_name)
if ns_parser.sheet_name
else None,
)
@log_start_end(log=logger)
def call_swaps(self, other_args: List[str]):
"""Process swaps command"""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="pairs",
description="""
Display last swaps done on Uniswap DEX.
[Source: https://thegraph.com/en/]
""",
)
parser.add_argument(
"-l",
"--limit",
dest="limit",
type=check_positive,
help="Number of records to display",
default=10,
)
parser.add_argument(
"-s",
"--sort",
dest="sortby",
type=str,
help="Sort by given column. Default: timestamp",
default="Datetime",
choices=graph_model.SWAPS_FILTERS,
)
parser.add_argument(
"-r",
"--reverse",
action="store_true",
dest="reverse",
default=False,
help=(
"Data is sorted in descending order by default. "
"Reverse flag will sort it in an ascending way. "
"Only works when raw data is displayed."
),
)
ns_parser = self.parse_known_args_and_warn(
parser, other_args, EXPORT_ONLY_RAW_DATA_ALLOWED
)
if ns_parser:
graph_view.display_last_uni_swaps(
limit=ns_parser.limit,
sortby=ns_parser.sortby,
ascend=ns_parser.reverse,
export=ns_parser.export,
sheet_name=" ".join(ns_parser.sheet_name)
if ns_parser.sheet_name
else None,
)
@log_start_end(log=logger)
def call_vaults(self, other_args: List[str]):
"""Process swaps command"""
"""Process vaults command"""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,

View File

@@ -1,356 +0,0 @@
"""The Graph model"""
__docformat__ = "numpy"
import datetime
import logging
import pandas as pd
from openbb_terminal.cryptocurrency.dataframe_helpers import (
lambda_very_long_number_formatter,
)
from openbb_terminal.decorators import log_start_end
from openbb_terminal.helper_funcs import request
from openbb_terminal.rich_config import console
# pylint: disable=unsupported-assignment-operation
logger = logging.getLogger(__name__)
# pylint: disable=unsupported-assignment-operation
UNI_URL = "https://api.thegraph.com/subgraphs/name/uniswap/uniswap-v2"
SWAPS_FILTERS = ["Datetime", "USD", "From", "To"]
POOLS_FILTERS = [
"volumeUSD",
"token0.name",
"token0.symbol",
"token1.name",
"token1.symbol",
"volumeUSD",
"txCount",
]
TOKENS_FILTERS = [
"index",
"symbol",
"name",
"tradeVolumeUSD",
"totalLiquidity",
"txCount",
]
PAIRS_FILTERS = [
"created",
"pair",
"token0",
"token1",
"volumeUSD",
"txCount",
"totalSupply",
]
# TODO: convert USD values to int. otherwise sort by these columns won't work
@log_start_end(log=logger)
def query_graph(url: str, query: str) -> dict:
"""Helper methods for querying graphql api. [Source: https://thegraph.com/en/]
Parameters
----------
url: str
Endpoint url
query: str
Graphql query
Returns
-------
dict:
Dictionary with response data
"""
response = request(url, method="POST", json={"query": query})
if response.status_code == 200:
return response.json()["data"]
return {}
@log_start_end(log=logger)
def get_uni_tokens(
skip: int = 0, limit: int = 100, sortby: str = "index", ascend: bool = False
) -> pd.DataFrame:
"""Get list of tokens trade-able on Uniswap DEX. [Source: https://thegraph.com/en/]
Parameters
----------
skip: int
Skip n number of records.
limit: int
Show n number of records.
sortby: str
The column to sort by
ascend: bool
Whether to sort in ascending order
Returns
-------
pd.DataFrame
Uniswap tokens with trading volume, transaction count, liquidity.
"""
limit = min(limit, 1000)
query = f"""
{{
tokens(first: {limit}, skip:{skip}) {{
symbol
name
tradeVolumeUSD
totalLiquidity
txCount
}}
}}
"""
data = query_graph(UNI_URL, query)
if not data:
return pd.DataFrame()
df = pd.DataFrame(data["tokens"]).reset_index()
return df.sort_values(by=sortby, ascending=ascend)
@log_start_end(log=logger)
def get_uniswap_stats() -> pd.DataFrame:
"""Get base statistics about Uniswap DEX. [Source: https://thegraph.com/en/]
uniswapFactory id: 0x5C69bEe701ef814a2B6a3EDD4B1652CB9cc5aA6f - ethereum address on which Uniswap Factory
smart contract was deployed. The factory contract is deployed once from the off-chain source code, and it contains
functions that make it possible to create exchange contracts for any ERC20 token that does not already have one.
It also functions as a registry of ERC20 tokens that have been added to the system, and the exchange with which they
are associated. More: https://docs.uniswap.org/protocol/V1/guides/connect-to-uniswap
We use 0x5C69bEe701ef814a2B6a3EDD4B1652CB9cc5aA6f address to fetch all smart contracts that were
created with usage of this factory.
Returns
-------
pd.DataFrame
Uniswap DEX statistics like liquidity, volume, number of pairs, number of transactions.
"""
query = """
{
uniswapFactory(id: "0x5C69bEe701ef814a2B6a3EDD4B1652CB9cc5aA6f"){
totalVolumeUSD
totalLiquidityUSD
pairCount
txCount
totalLiquidityUSD
totalLiquidityETH
}
}
"""
data = query_graph(UNI_URL, query)
if not data:
return pd.DataFrame()
df = pd.Series(data["uniswapFactory"]).reset_index()
df.columns = ["Metric", "Value"]
df["Value"] = df["Value"].apply(lambda x: lambda_very_long_number_formatter(x))
return df
@log_start_end(log=logger)
def get_uniswap_pool_recently_added(
last_days: int = 14,
min_volume: int = 100,
min_liquidity: int = 0,
min_tx: int = 100,
) -> pd.DataFrame:
"""Get lastly added trade-able pairs on Uniswap with parameters like:
* number of days the pair has been active,
* minimum trading volume,
* minimum liquidity,
* number of transactions.
[Source: https://thegraph.com/en/]
Parameters
----------
last_days: int
How many days back to look for added pairs.
min_volume: int
Minimum volume
min_liquidity: int
Minimum liquidity
min_tx: int
Minimum number of transactions done in given pool.
Returns
-------
pd.DataFrame
Lastly added pairs on Uniswap DEX.
"""
days = int(
(datetime.datetime.now() - datetime.timedelta(days=last_days)).timestamp()
)
query = f"""
{{
pairs(first: 1000,
where: {{createdAtTimestamp_gt: "{days}", volumeUSD_gt: "{min_volume}", reserveUSD_gt: "{min_liquidity}",
txCount_gt: "{min_tx}" }},
orderBy: createdAtTimestamp, orderDirection: desc) {{
token0 {{
symbol
name
}}
token1 {{
symbol
name
}}
reserveUSD
volumeUSD
createdAtTimestamp
totalSupply
txCount
}}
}}
"""
data = query_graph(UNI_URL, query)
if not data:
return pd.DataFrame()
df = pd.json_normalize(data["pairs"])
df["createdAtTimestamp"] = df["createdAtTimestamp"].apply(
lambda x: datetime.datetime.fromtimestamp(int(x))
)
df["pair"] = df["token0.symbol"] + "/" + df["token1.symbol"]
df.rename(
columns={
"createdAtTimestamp": "created",
"token0.name": "token0",
"token1.name": "token1",
},
inplace=True,
)
return df[
[
"created",
"pair",
"token0",
"token1",
"volumeUSD",
"txCount",
"totalSupply",
]
]
@log_start_end(log=logger)
def get_uni_pools_by_volume() -> pd.DataFrame:
"""Get uniswap pools by volume. [Source: https://thegraph.com/en/]
Returns
-------
pd.DataFrame
Trade-able pairs listed on Uniswap by top volume.
"""
query = """
{
pairs(first: 1000, where: {reserveUSD_gt: "1000", volumeUSD_gt: "10000"},
orderBy: volumeUSD, orderDirection: desc) {
token0 {
symbol
name
}
token1 {
symbol
name
}
volumeUSD
txCount
}
}
"""
data = query_graph(UNI_URL, query)
if not data:
return pd.DataFrame()
df = pd.json_normalize(data["pairs"])
return df[
[
"token0.name",
"token0.symbol",
"token1.name",
"token1.symbol",
"volumeUSD",
"txCount",
]
]
@log_start_end(log=logger)
def get_last_uni_swaps(
limit: int = 100, sortby: str = "timestamp", ascend: bool = False
) -> pd.DataFrame:
"""Get the last 100 swaps done on Uniswap [Source: https://thegraph.com/en/]
Parameters
----------
limit: int
Number of swaps to return. Maximum possible number: 1000.
sortby: str
Key by which to sort data. The table can be sorted by every of its columns
(see https://api.thegraph.com/subgraphs/name/uniswap/uniswap-v2).
ascend: bool
Flag to sort data descending
Returns
-------
pd.DataFrame
Last 100 swaps on Uniswap
"""
limit = min(limit, 1000)
query = f"""
{{
swaps(first: {limit}, orderBy: timestamp, orderDirection: desc) {{
timestamp
pair {{
token0 {{
symbol
}}
token1 {{
symbol
}}
}}
amountUSD
}}
}}
"""
data = query_graph(UNI_URL, query)
if not data:
return pd.DataFrame()
df = pd.json_normalize(data["swaps"])
df["timestamp"] = df["timestamp"].apply(
lambda x: datetime.datetime.fromtimestamp(int(x))
)
df["amountUSD"] = df["amountUSD"].apply(lambda x: round(float(x), 2))
to_rename = {
"timestamp": "Datetime",
"amountUSD": "USD",
"pair.token0.symbol": "From",
"pair.token1.symbol": "To",
}
df = df.rename(columns=to_rename)
if sortby in df.columns:
df = df.sort_values(by=sortby, ascending=ascend)
else:
console.print(f"[red]Dataframe does not have column {sortby}[/red]\n")
return df

View File

@@ -1,280 +0,0 @@
"""The Graph view"""
__docformat__ = "numpy"
import logging
import os
from typing import Optional
from openbb_terminal import rich_config
from openbb_terminal.core.session.current_user import get_current_user
from openbb_terminal.cryptocurrency.dataframe_helpers import (
lambda_very_long_number_formatter,
)
from openbb_terminal.cryptocurrency.defi import graph_model
from openbb_terminal.decorators import log_start_end
from openbb_terminal.helper_funcs import export_data, print_rich_table
logger = logging.getLogger(__name__)
# pylint: disable=too-many-arguments
@log_start_end(log=logger)
def display_uni_tokens(
skip: int = 0,
limit: int = 20,
sortby: str = "index",
ascend: bool = False,
export: str = "",
sheet_name: Optional[str] = None,
) -> None:
"""Prints table showing tokens trade-able on Uniswap DEX.
[Source: https://thegraph.com/en/]
Parameters
----------
skip: int
Number of records to skip
limit: int
Number of records to display
sortby: str
Key by which to sort data
ascend: bool
Flag to sort data descending
export : str
Export dataframe data to csv,json,xlsx file
"""
df = graph_model.get_uni_tokens(skip=skip)
df_data = df.copy()
# Converting these to float
df["tradeVolumeUSD"] = df["tradeVolumeUSD"].astype(float)
df["totalLiquidity"] = df["totalLiquidity"].astype(float)
df["txCount"] = df["txCount"].astype(float)
df = df.sort_values(by=sortby, ascending=ascend)
if rich_config.USE_COLOR and not get_current_user().preferences.USE_INTERACTIVE_DF:
df[["totalLiquidity", "tradeVolumeUSD"]] = df[
["totalLiquidity", "tradeVolumeUSD"]
].applymap(lambda x: lambda_very_long_number_formatter(x))
print_rich_table(
df,
headers=list(df.columns),
show_index=False,
title="UniSwarp DEX Trade-able Tokens",
export=bool(export),
limit=limit,
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)),
"tokens",
df_data,
sheet_name,
)
@log_start_end(log=logger)
def display_uni_stats(export: str = "", sheet_name: Optional[str] = None) -> None:
"""Prints table showing base statistics about Uniswap DEX. [Source: https://thegraph.com/en/]
[Source: https://thegraph.com/en/]
Parameters
----------
export : str
Export dataframe data to csv,json,xlsx file
"""
df = graph_model.get_uniswap_stats()
df_data = df.copy()
print_rich_table(
df,
headers=list(df.columns),
show_index=False,
title="Uniswap DEX Base Statistics",
export=bool(export),
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)),
"stats",
df_data,
sheet_name,
)
@log_start_end(log=logger)
def display_recently_added(
limit: int = 20,
days: int = 7,
min_volume: int = 20,
min_liquidity: int = 0,
min_tx: int = 100,
sortby: str = "created",
ascend: bool = False,
export: str = "",
sheet_name: Optional[str] = None,
) -> None:
"""Prints table showing Lastly added pairs on Uniswap DEX.
[Source: https://thegraph.com/en/]
Parameters
----------
limit: int
Number of records to display
days: int
Number of days the pair has been active,
min_volume: int
Minimum trading volume,
min_liquidity: int
Minimum liquidity
min_tx: int
Minimum number of transactions
sortby: str
Key by which to sort data
ascend: bool
Flag to sort data descending
export : str
Export dataframe data to csv,json,xlsx file
"""
df = graph_model.get_uniswap_pool_recently_added(
last_days=days,
min_volume=min_volume,
min_liquidity=min_liquidity,
min_tx=min_tx,
)
df_data = df.copy()
# Converting these to float
df["volumeUSD"] = df["volumeUSD"].astype(float)
df["txCount"] = df["txCount"].astype(float)
df["totalSupply"] = df["totalSupply"].astype(float)
df = df.sort_values(by=sortby, ascending=ascend)
df[["volumeUSD", "totalSupply"]] = df[["volumeUSD", "totalSupply"]].applymap(
lambda x: lambda_very_long_number_formatter(x)
)
print_rich_table(
df,
headers=list(df.columns),
show_index=False,
title="Latest Added Pairs on Uniswap DEX",
export=bool(export),
limit=limit,
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)),
"pairs",
df_data,
sheet_name,
)
@log_start_end(log=logger)
def display_uni_pools(
limit: int = 20,
sortby: str = "volumeUSD",
ascend: bool = True,
export: str = "",
sheet_name: Optional[str] = None,
) -> None:
"""Prints table showing uniswap pools by volume.
[Source: https://thegraph.com/en/]
Parameters
----------
limit: int
Number of records to display
sortby: str
Key by which to sort data. The table can be sorted by every of its columns
(see https://bit.ly/3ORagr1 then press ctrl-enter or execute the query).
ascend: bool
Flag to sort data descending
export : str
Export dataframe data to csv,json,xlsx file
"""
df = graph_model.get_uni_pools_by_volume()
# Converting these to float
df["volumeUSD"] = df["volumeUSD"].astype(float)
df["txCount"] = df["txCount"].astype(float)
df = df.sort_values(by=sortby, ascending=ascend)
df["volumeUSD"] = df["volumeUSD"].apply(
lambda x: lambda_very_long_number_formatter(x)
)
df_data = df.copy()
print_rich_table(
df,
headers=list(df.columns),
show_index=False,
title="Uniswap Pools",
export=bool(export),
limit=limit,
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)),
"pools",
df_data,
sheet_name,
)
@log_start_end(log=logger)
def display_last_uni_swaps(
limit: int = 10,
sortby: str = "timestamp",
ascend: bool = False,
export: str = "",
sheet_name: Optional[str] = None,
) -> None:
"""Prints table showing last swaps done on Uniswap
[Source: https://thegraph.com/en/]
Parameters
----------
limit: int
Number of records to display
sortby: str
Key by which to sort data. The table can be sorted by every of its columns
(see https://api.thegraph.com/subgraphs/name/uniswap/uniswap-v2).
ascend: bool
Flag to sort data descending
export : str
Export dataframe data to csv,json,xlsx file
"""
df = graph_model.get_last_uni_swaps(limit=limit, sortby=sortby, ascend=ascend)
print_rich_table(
df,
headers=list(df.columns),
show_index=False,
title="Last Uniswap Swaps",
export=bool(export),
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)),
"swaps",
df,
sheet_name,
)

View File

@@ -1,256 +1,256 @@
title,country,frequency,units,series_id
Consumer Price Index for Australia,australia,annual,growth_previous,CPALTT01AUA657N
Consumer Price Index for Australia,australia,annual,growth_same,CPALTT01AUA659N
Consumer Price Index for Australia,australia,quarterly,growth_previous,CPALTT01AUQ657N
Consumer Price Index for Australia,australia,quarterly,growth_same,CPALTT01AUQ659N
Consumer Price Index for Austria,austria,annual,growth_previous,CPALTT01ATA657N
Consumer Price Index for Austria,austria,annual,growth_same,CPALTT01ATA659N
Consumer Price Index for Austria,austria,monthly,growth_previous,CPALTT01ATM657N
Consumer Price Index for Austria,austria,monthly,growth_same,CPALTT01ATM659N
Consumer Price Index for Austria,austria,quarterly,growth_previous,CPALTT01ATQ657N
Consumer Price Index for Austria,austria,quarterly,growth_same,CPALTT01ATQ659N
Consumer Price Index for Belgium,belgium,annual,growth_previous,CPALTT01BEA657N
Consumer Price Index for Belgium,belgium,annual,growth_same,CPALTT01BEA659N
Consumer Price Index for Belgium,belgium,monthly,growth_previous,CPALTT01BEM657N
Consumer Price Index for Belgium,belgium,monthly,growth_same,CPALTT01BEM659N
Consumer Price Index for Belgium,belgium,quarterly,growth_previous,CPALTT01BEQ657N
Consumer Price Index for Belgium,belgium,quarterly,growth_same,CPALTT01BEQ659N
Consumer Price Index for Brazil,brazil,annual,growth_previous,CPALTT01BRA657N
Consumer Price Index for Brazil,brazil,annual,growth_same,CPALTT01BRA659N
Consumer Price Index for Brazil,brazil,monthly,growth_previous,CPALTT01BRM657N
Consumer Price Index for Brazil,brazil,monthly,growth_same,CPALTT01BRM659N
Consumer Price Index for Brazil,brazil,quarterly,growth_previous,CPALTT01BRQ657N
Consumer Price Index for Brazil,brazil,quarterly,growth_same,CPALTT01BRQ659N
Consumer Price Index for Canada,canada,annual,index_2015,CPALCY01CAA661N
Consumer Price Index for Canada,canada,monthly,index_2015,CPALCY01CAM661N
Consumer Price Index for Canada,canada,quarterly,index_2015,CPALCY01CAQ661N
Consumer Price Index for Canada,canada,annual,growth_previous,CPALTT01CAA657N
Consumer Price Index for Canada,canada,annual,growth_same,CPALTT01CAA659N
Consumer Price Index for Canada,canada,monthly,growth_previous,CPALTT01CAM657N
Consumer Price Index for Canada,canada,monthly,growth_same,CPALTT01CAM659N
Consumer Price Index for Canada,canada,quarterly,growth_previous,CPALTT01CAQ657N
Consumer Price Index for Canada,canada,quarterly,growth_same,CPALTT01CAQ659N
Consumer Price Index for Chile,chile,annual,growth_previous,CPALTT01CLA657N
Consumer Price Index for Chile,chile,annual,growth_same,CPALTT01CLA659N
Consumer Price Index for Chile,chile,monthly,growth_previous,CPALTT01CLM657N
Consumer Price Index for Chile,chile,monthly,growth_same,CPALTT01CLM659N
Consumer Price Index for Chile,chile,quarterly,growth_previous,CPALTT01CLQ657N
Consumer Price Index for Chile,chile,quarterly,growth_same,CPALTT01CLQ659N
Consumer Price Index for China,china,annual,growth_previous,CPALTT01CNA657N
Consumer Price Index for China,china,monthly,growth_same,CPALTT01CNM657N
Consumer Price Index for China,china,monthly,growth_previous,CPALTT01CNM659N
Consumer Price Index for China,china,quarterly,growth_same,CPALTT01CNQ657N
Consumer Price Index for China,china,quarterly,growth_previous,CPALTT01CNQ659N
Consumer Price Index for Denmark,denmark,annual,growth_same,CPALTT01DKA657N
Consumer Price Index for Denmark,denmark,annual,growth_previous,CPALTT01DKA659N
Consumer Price Index for Denmark,denmark,monthly,growth_same,CPALTT01DKM657N
Consumer Price Index for Denmark,denmark,monthly,growth_previous,CPALTT01DKM659N
Consumer Price Index for Denmark,denmark,quarterly,growth_same,CPALTT01DKQ657N
Consumer Price Index for Denmark,denmark,quarterly,growth_previous,CPALTT01DKQ659N
Consumer Price Index for Estonia,estonia,annual,growth_same,CPALTT01EEA657N
Consumer Price Index for Estonia,estonia,annual,growth_previous,CPALTT01EEA659N
Consumer Price Index for Estonia,estonia,annual,index_2015,CPALTT01EEA661N
Consumer Price Index for Estonia,estonia,monthly,growth_previous,CPALTT01EEM657N
Consumer Price Index for Estonia,estonia,monthly,growth_same,CPALTT01EEM659N
Consumer Price Index for Estonia,estonia,monthly,index_2015,CPALTT01EEM661N
Consumer Price Index for Estonia,estonia,quarterly,growth_same,CPALTT01EEQ657N
Consumer Price Index for Estonia,estonia,quarterly,growth_previous,CPALTT01EEQ659N
Consumer Price Index for Estonia,estonia,quarterly,index_2015,CPALTT01EEQ661N
Consumer Price Index for Finland,finland,annual,growth_previous,CPALTT01FIA657N
Consumer Price Index for Finland,finland,annual,growth_same,CPALTT01FIA659N
Consumer Price Index for Finland,finland,monthly,growth_previous,CPALTT01FIM657N
Consumer Price Index for Finland,finland,monthly,growth_same,CPALTT01FIM659N
Consumer Price Index for Finland,finland,quarterly,growth_previous,CPALTT01FIQ657N
Consumer Price Index for Finland,finland,quarterly,growth_same,CPALTT01FIQ659N
Consumer Price Index for France,france,annual,growth_previous,CPALTT01FRA657N
Consumer Price Index for France,france,annual,growth_same,CPALTT01FRA659N
Consumer Price Index for France,france,monthly,growth_previous,CPALTT01FRM657N
Consumer Price Index for France,france,monthly,growth_same,CPALTT01FRM659N
Consumer Price Index for France,france,quarterly,growth_previous,CPALTT01FRQ657N
Consumer Price Index for France,france,quarterly,growth_same,CPALTT01FRQ659N
Consumer Price Index for Germany,germany,annual,growth_same,CPALTT01DEA657N
Consumer Price Index for Germany,germany,annual,growth_previous,CPALTT01DEA659N
Consumer Price Index for Germany,germany,monthly,growth_same,CPALTT01DEM657N
Consumer Price Index for Germany,germany,monthly,growth_previous,CPALTT01DEM659N
Consumer Price Index for Germany,germany,quarterly,growth_same,CPALTT01DEQ657N
Consumer Price Index for Germany,germany,quarterly,growth_previous,CPALTT01DEQ659N
Consumer Price Index for Greece,greece,annual,growth_previous,CPALTT01GRA657N
Consumer Price Index for Greece,greece,annual,growth_same,CPALTT01GRA659N
Consumer Price Index for Greece,greece,monthly,growth_previous,CPALTT01GRM657N
Consumer Price Index for Greece,greece,monthly,growth_same,CPALTT01GRM659N
Consumer Price Index for Greece,greece,quarterly,growth_previous,CPALTT01GRQ657N
Consumer Price Index for Greece,greece,quarterly,growth_same,CPALTT01GRQ659N
Consumer Price Index for Hungary,hungary,annual,growth_previous,CPALTT01HUA657N
Consumer Price Index for Hungary,hungary,annual,growth_same,CPALTT01HUA659N
Consumer Price Index for Hungary,hungary,monthly,growth_previous,CPALTT01HUM657N
Consumer Price Index for Hungary,hungary,monthly,growth_same,CPALTT01HUM659N
Consumer Price Index for Hungary,hungary,quarterly,growth_previous,CPALTT01HUQ657N
Consumer Price Index for Hungary,hungary,quarterly,growth_same,CPALTT01HUQ659N
Consumer Price Index for Iceland,iceland,annual,growth_previous,CPALTT01ISA657N
Consumer Price Index for Iceland,iceland,annual,growth_same,CPALTT01ISA659N
Consumer Price Index for Iceland,iceland,monthly,growth_previous,CPALTT01ISM657N
Consumer Price Index for Iceland,iceland,monthly,growth_same,CPALTT01ISM659N
Consumer Price Index for Iceland,iceland,quarterly,growth_previous,CPALTT01ISQ657N
Consumer Price Index for Iceland,iceland,quarterly,growth_same,CPALTT01ISQ659N
Consumer Price Index for India,india,annual,growth_previous,CPALTT01INA657N
Consumer Price Index for India,india,annual,growth_same,CPALTT01INA659N
Consumer Price Index for India,india,monthly,growth_previous,CPALTT01INM657N
Consumer Price Index for India,india,monthly,growth_same,CPALTT01INM659N
Consumer Price Index for India,india,quarterly,growth_previous,CPALTT01INQ657N
Consumer Price Index for India,india,quarterly,growth_same,CPALTT01INQ659N
Consumer Price Index for Indonesia,indonesia,annual,growth_previous,CPALTT01IDA657N
Consumer Price Index for Indonesia,indonesia,annual,growth_same,CPALTT01IDA659N
Consumer Price Index for Indonesia,indonesia,monthly,growth_previous,CPALTT01IDM657N
Consumer Price Index for Indonesia,indonesia,monthly,growth_same,CPALTT01IDM659N
Consumer Price Index for Indonesia,indonesia,quarterly,growth_previous,CPALTT01IDQ657N
Consumer Price Index for Indonesia,indonesia,quarterly,growth_same,CPALTT01IDQ659N
Consumer Price Index for Ireland,ireland,annual,growth_previous,CPALTT01IEA657N
Consumer Price Index for Ireland,ireland,annual,growth_same,CPALTT01IEA659N
Consumer Price Index for Ireland,ireland,monthly,growth_previous,CPALTT01IEM657N
Consumer Price Index for Ireland,ireland,monthly,growth_same,CPALTT01IEM659N
Consumer Price Index for Ireland,ireland,quarterly,growth_previous,CPALTT01IEQ657N
Consumer Price Index for Ireland,ireland,quarterly,growth_same,CPALTT01IEQ659N
Consumer Price Index for Israel,israel,annual,growth_previous,CPALTT01ILA657N
Consumer Price Index for Israel,israel,annual,growth_same,CPALTT01ILA659N
Consumer Price Index for Israel,israel,monthly,growth_previous,CPALTT01ILM657N
Consumer Price Index for Israel,israel,monthly,growth_same,CPALTT01ILM659N
Consumer Price Index for Israel,israel,quarterly,growth_previous,CPALTT01ILQ657N
Consumer Price Index for Israel,israel,quarterly,growth_same,CPALTT01ILQ659N
Consumer Price Index for Italy,italy,annual,growth_previous,CPALTT01ITA657N
Consumer Price Index for Italy,italy,annual,growth_same,CPALTT01ITA659N
Consumer Price Index for Italy,italy,monthly,growth_previous,CPALTT01ITM657N
Consumer Price Index for Italy,italy,monthly,growth_same,CPALTT01ITM659N
Consumer Price Index for Italy,italy,quarterly,growth_previous,CPALTT01ITQ657N
Consumer Price Index for Italy,italy,quarterly,growth_same,CPALTT01ITQ659N
Consumer Price Index for Japan,japan,monthly,index_2015,CPALCY01JPM661N
Consumer Price Index for Japan,japan,quarterly,index_2015,CPALCY01JPQ661N
Consumer Price Index for Japan,japan,monthly,growth_previous,CPALTT01JPM657N
Consumer Price Index for Japan,japan,monthly,growth_same,CPALTT01JPM659N
Consumer Price Index for Japan,japan,monthly,index_2015,CPALTT01JPM661S
Consumer Price Index for Japan,japan,quarterly,growth_same,CPALTT01JPQ657N
Consumer Price Index for Japan,japan,quarterly,growth_previous,CPALTT01JPQ659N
Consumer Price Index for Japan,japan,quarterly,index_2015,CPALTT01JPQ661S
Consumer Price Index for Luxembourg,luxembourg,annual,growth_previous,CPALTT01LUA657N
Consumer Price Index for Luxembourg,luxembourg,annual,growth_same,CPALTT01LUA659N
Consumer Price Index for Luxembourg,luxembourg,monthly,growth_previous,CPALTT01LUM657N
Consumer Price Index for Luxembourg,luxembourg,monthly,growth_same,CPALTT01LUM659N
Consumer Price Index for Luxembourg,luxembourg,quarterly,growth_previous,CPALTT01LUQ657N
Consumer Price Index for Luxembourg,luxembourg,quarterly,growth_same,CPALTT01LUQ659N
Consumer Price Index for Mexico,mexico,annual,index_2015,CPALCY01MXA661N
Consumer Price Index for Mexico,mexico,monthly,index_2015,CPALCY01MXM661N
Consumer Price Index for Mexico,mexico,quarterly,index_2015,CPALCY01MXQ661N
Consumer Price Index for Mexico,mexico,annual,growth_previous,CPALTT01MXA657N
Consumer Price Index for Mexico,mexico,annual,growth_same,CPALTT01MXA659N
Consumer Price Index for Mexico,mexico,monthly,growth_previous,CPALTT01MXM657N
Consumer Price Index for Mexico,mexico,monthly,growth_same,CPALTT01MXM659N
Consumer Price Index for Mexico,mexico,quarterly,growth_previous,CPALTT01MXQ657N
Consumer Price Index for Mexico,mexico,quarterly,growth_same,CPALTT01MXQ659N
Consumer Price Index for New Zealand,new_zealand,annual,index_2015,CPALCY01NZA661N
Consumer Price Index for New Zealand,new_zealand,quarterly,index_2015,CPALCY01NZQ661N
Consumer Price Index for New Zealand,new_zealand,annual,growth_previous,CPALTT01NZA657N
Consumer Price Index for New Zealand,new_zealand,annual,growth_same,CPALTT01NZA659N
Consumer Price Index for New Zealand,new_zealand,quarterly,growth_previous,CPALTT01NZQ657N
Consumer Price Index for New Zealand,new_zealand,quarterly,growth_same,CPALTT01NZQ659N
Consumer Price Index for Norway,norway,annual,growth_previous,CPALTT01NOA657N
Consumer Price Index for Norway,norway,annual,growth_same,CPALTT01NOA659N
Consumer Price Index for Norway,norway,monthly,growth_previous,CPALTT01NOM657N
Consumer Price Index for Norway,norway,monthly,growth_same,CPALTT01NOM659N
Consumer Price Index for Norway,norway,quarterly,growth_previous,CPALTT01NOQ657N
Consumer Price Index for Norway,norway,quarterly,growth_same,CPALTT01NOQ659N
Consumer Price Index for Poland,poland,annual,growth_previous,CPALTT01PLA657N
Consumer Price Index for Poland,poland,annual,growth_same,CPALTT01PLA659N
Consumer Price Index for Poland,poland,monthly,growth_previous,CPALTT01PLM657N
Consumer Price Index for Poland,poland,monthly,growth_same,CPALTT01PLM659N
Consumer Price Index for Poland,poland,quarterly,growth_previous,CPALTT01PLQ657N
Consumer Price Index for Poland,poland,quarterly,growth_same,CPALTT01PLQ659N
Consumer Price Index for Portugal,portugal,annual,growth_previous,CPALTT01PTA657N
Consumer Price Index for Portugal,portugal,annual,growth_same,CPALTT01PTA659N
Consumer Price Index for Portugal,portugal,monthly,growth_previous,CPALTT01PTM657N
Consumer Price Index for Portugal,portugal,monthly,growth_same,CPALTT01PTM659N
Consumer Price Index for Portugal,portugal,quarterly,growth_previous,CPALTT01PTQ657N
Consumer Price Index for Portugal,portugal,quarterly,growth_same,CPALTT01PTQ659N
Consumer Price Index for Slovenia,slovenia,annual,growth_previous,CPALTT01SIA657N
Consumer Price Index for Slovenia,slovenia,annual,growth_same,CPALTT01SIA659N
Consumer Price Index for Slovenia,slovenia,monthly,growth_previous,CPALTT01SIM657N
Consumer Price Index for Slovenia,slovenia,monthly,growth_same,CPALTT01SIM659N
Consumer Price Index for Slovenia,slovenia,quarterly,growth_previous,CPALTT01SIQ657N
Consumer Price Index for Slovenia,slovenia,quarterly,growth_same,CPALTT01SIQ659N
Consumer Price Index for South Africa,south_africa,annual,growth_previous,CPALTT01ZAA657N
Consumer Price Index for South Africa,south_africa,annual,growth_same,CPALTT01ZAA659N
Consumer Price Index for South Africa,south_africa,monthly,growth_previous,CPALTT01ZAM657N
Consumer Price Index for South Africa,south_africa,monthly,growth_same,CPALTT01ZAM659N
Consumer Price Index for South Africa,south_africa,quarterly,growth_previous,CPALTT01ZAQ657N
Consumer Price Index for South Africa,south_africa,quarterly,growth_same,CPALTT01ZAQ659N
Consumer Price Index for Spain,spain,annual,growth_previous,CPALTT01ESA657N
Consumer Price Index for Spain,spain,annual,growth_same,CPALTT01ESA659N
Consumer Price Index for Spain,spain,monthly,growth_previous,CPALTT01ESM657N
Consumer Price Index for Spain,spain,monthly,growth_same,CPALTT01ESM659N
Consumer Price Index for Spain,spain,quarterly,growth_previous,CPALTT01ESQ657N
Consumer Price Index for Spain,spain,quarterly,growth_same,CPALTT01ESQ659N
Consumer Price Index for Sweden,sweden,annual,growth_previous,CPALTT01SEA657N
Consumer Price Index for Sweden,sweden,annual,growth_same,CPALTT01SEA659N
Consumer Price Index for Sweden,sweden,monthly,growth_previous,CPALTT01SEM657N
Consumer Price Index for Sweden,sweden,monthly,growth_same,CPALTT01SEM659N
Consumer Price Index for Sweden,sweden,quarterly,growth_previous,CPALTT01SEQ657N
Consumer Price Index for Sweden,sweden,quarterly,growth_same,CPALTT01SEQ659N
Consumer Price Index for Switzerland,switzerland,annual,growth_previous,CPALTT01CHA657N
Consumer Price Index for Switzerland,switzerland,annual,growth_same,CPALTT01CHA659N
Consumer Price Index for Switzerland,switzerland,monthly,growth_previous,CPALTT01CHM657N
Consumer Price Index for Switzerland,switzerland,monthly,growth_same,CPALTT01CHM659N
Consumer Price Index for Switzerland,switzerland,quarterly,growth_previous,CPALTT01CHQ657N
Consumer Price Index for Switzerland,switzerland,quarterly,growth_same,CPALTT01CHQ659N
Consumer Price Index for the Czech Republic,czech_republic,annual,growth_same,CPALTT01CZA657N
Consumer Price Index for the Czech Republic,czech_republic,annual,growth_previous,CPALTT01CZA659N
Consumer Price Index for the Czech Republic,czech_republic,monthly,growth_same,CPALTT01CZM657N
Consumer Price Index for the Czech Republic,czech_republic,monthly,growth_previous,CPALTT01CZM659N
Consumer Price Index for the Czech Republic,czech_republic,quarterly,growth_same,CPALTT01CZQ657N
Consumer Price Index for the Czech Republic,czech_republic,quarterly,growth_previous,CPALTT01CZQ659N
Consumer Price Index for the Netherlands,netherlands,annual,growth_previous,CPALTT01NLA657N
Consumer Price Index for the Netherlands,netherlands,annual,growth_same,CPALTT01NLA659N
Consumer Price Index for the Netherlands,netherlands,monthly,growth_previous,CPALTT01NLM657N
Consumer Price Index for the Netherlands,netherlands,monthly,growth_same,CPALTT01NLM659N
Consumer Price Index for the Netherlands,netherlands,quarterly,growth_previous,CPALTT01NLQ657N
Consumer Price Index for the Netherlands,netherlands,quarterly,growth_same,CPALTT01NLQ659N
Consumer Price Index for the Republic of Korea,korea,annual,growth_previous,CPALTT01KRA657N
Consumer Price Index for the Republic of Korea,korea,annual,growth_same,CPALTT01KRA659N
Consumer Price Index for the Republic of Korea,korea,monthly,growth_previous,CPALTT01KRM657N
Consumer Price Index for the Republic of Korea,korea,monthly,growth_same,CPALTT01KRM659N
Consumer Price Index for the Republic of Korea,korea,quarterly,growth_previous,CPALTT01KRQ657N
Consumer Price Index for the Republic of Korea,korea,quarterly,growth_same,CPALTT01KRQ659N
Consumer Price Index for the Russian Federation,russian_federation,monthly,growth_previous,CPALTT01RUM657N
Consumer Price Index for the Russian Federation,russian_federation,monthly,growth_same,CPALTT01RUM659N
Consumer Price Index for the Russian Federation,russian_federation,quarterly,growth_previous,CPALTT01RUQ657N
Consumer Price Index for the Russian Federation,russian_federation,quarterly,growth_same,CPALTT01RUQ659N
Consumer Price Index for the Slovak Republic,slovak_republic,annual,growth_previous,CPALTT01SKA657N
Consumer Price Index for the Slovak Republic,slovak_republic,annual,growth_same,CPALTT01SKA659N
Consumer Price Index for the Slovak Republic,slovak_republic,monthly,growth_previous,CPALTT01SKM657N
Consumer Price Index for the Slovak Republic,slovak_republic,monthly,growth_same,CPALTT01SKM659N
Consumer Price Index for the Slovak Republic,slovak_republic,quarterly,growth_previous,CPALTT01SKQ657N
Consumer Price Index for the Slovak Republic,slovak_republic,quarterly,growth_same,CPALTT01SKQ659N
Consumer Price Index for the United Kingdom,the united kingdom,annual,growth_previous,CPALTT01GBA657N
Consumer Price Index for the United Kingdom,united_kingdom,annual,growth_same,CPALTT01GBA659N
Consumer Price Index for the United Kingdom,united_kingdom,monthly,growth_previous,CPALTT01GBM657N
Consumer Price Index for the United Kingdom,united_kingdom,monthly,growth_same,CPALTT01GBM659N
Consumer Price Index for the United Kingdom,united_kingdom,quarterly,growth_previous,CPALTT01GBQ657N
Consumer Price Index for the United Kingdom,united_kingdom,quarterly,growth_same,CPALTT01GBQ659N
Consumer Price Index for the United States,united_states,annual,index_2015,CPALCY01USA661N
Consumer Price Index for the United States,united_states,monthly,index_2015,CPALCY01USM661N
Consumer Price Index for the United States,united_states,quarterly,index_2015,CPALCY01USQ661N
Consumer Price Index for the United States,united_states,annual,growth_previous,CPALTT01USA657N
Consumer Price Index for the United States,united_states,annual,growth_same,CPALTT01USA659N
Consumer Price Index for the United States,united_states,annual,index_2015,CPALTT01USA661S
Consumer Price Index for the United States,united_states,monthly,growth_previous,CPALTT01USM657N
Consumer Price Index for the United States,united_states,monthly,growth_same,CPALTT01USM659N
Consumer Price Index for the United States,united_states,monthly,index_2015,CPALTT01USM661S
Consumer Price Index for the United States,united_states,quarterly,growth_previous,CPALTT01USQ657N
Consumer Price Index for the United States,united_states,quarterly,growth_same,CPALTT01USQ659N
Consumer Price Index for the United States,united_states,quarterly,index_2015,CPALTT01USQ661S
Consumer Price Index for Turkey,turkey,annual,index_2015,CPALCY01TRA661N
Consumer Price Index for Turkey,turkey,monthly,index_2015,CPALCY01TRM661N
Consumer Price Index for Turkey,turkey,quarterly,index_2015,CPALCY01TRQ661N
Consumer Price Index for Turkey,turkey,annual,growth_previous,CPALTT01TRA657N
Consumer Price Index for Turkey,turkey,annual,growth_same,CPALTT01TRA659N
Consumer Price Index for Turkey,turkey,monthly,growth_previous,CPALTT01TRM657N
Consumer Price Index for Turkey,turkey,monthly,growth_same,CPALTT01TRM659N
Consumer Price Index for Turkey,turkey,quarterly,growth_previous,CPALTT01TRQ657N
title,country,frequency,units,series_id
Consumer Price Index for Australia,australia,annual,growth_previous,CPALTT01AUA657N
Consumer Price Index for Australia,australia,annual,growth_same,CPALTT01AUA659N
Consumer Price Index for Australia,australia,quarterly,growth_previous,CPALTT01AUQ657N
Consumer Price Index for Australia,australia,quarterly,growth_same,CPALTT01AUQ659N
Consumer Price Index for Austria,austria,annual,growth_previous,CPALTT01ATA657N
Consumer Price Index for Austria,austria,annual,growth_same,CPALTT01ATA659N
Consumer Price Index for Austria,austria,monthly,growth_previous,CPALTT01ATM657N
Consumer Price Index for Austria,austria,monthly,growth_same,CPALTT01ATM659N
Consumer Price Index for Austria,austria,quarterly,growth_previous,CPALTT01ATQ657N
Consumer Price Index for Austria,austria,quarterly,growth_same,CPALTT01ATQ659N
Consumer Price Index for Belgium,belgium,annual,growth_previous,CPALTT01BEA657N
Consumer Price Index for Belgium,belgium,annual,growth_same,CPALTT01BEA659N
Consumer Price Index for Belgium,belgium,monthly,growth_previous,CPALTT01BEM657N
Consumer Price Index for Belgium,belgium,monthly,growth_same,CPALTT01BEM659N
Consumer Price Index for Belgium,belgium,quarterly,growth_previous,CPALTT01BEQ657N
Consumer Price Index for Belgium,belgium,quarterly,growth_same,CPALTT01BEQ659N
Consumer Price Index for Brazil,brazil,annual,growth_previous,CPALTT01BRA657N
Consumer Price Index for Brazil,brazil,annual,growth_same,CPALTT01BRA659N
Consumer Price Index for Brazil,brazil,monthly,growth_previous,CPALTT01BRM657N
Consumer Price Index for Brazil,brazil,monthly,growth_same,CPALTT01BRM659N
Consumer Price Index for Brazil,brazil,quarterly,growth_previous,CPALTT01BRQ657N
Consumer Price Index for Brazil,brazil,quarterly,growth_same,CPALTT01BRQ659N
Consumer Price Index for Canada,canada,annual,index_2015,CPALCY01CAA661N
Consumer Price Index for Canada,canada,monthly,index_2015,CPALCY01CAM661N
Consumer Price Index for Canada,canada,quarterly,index_2015,CPALCY01CAQ661N
Consumer Price Index for Canada,canada,annual,growth_previous,CPALTT01CAA657N
Consumer Price Index for Canada,canada,annual,growth_same,CPALTT01CAA659N
Consumer Price Index for Canada,canada,monthly,growth_previous,CPALTT01CAM657N
Consumer Price Index for Canada,canada,monthly,growth_same,CPALTT01CAM659N
Consumer Price Index for Canada,canada,quarterly,growth_previous,CPALTT01CAQ657N
Consumer Price Index for Canada,canada,quarterly,growth_same,CPALTT01CAQ659N
Consumer Price Index for Chile,chile,annual,growth_previous,CPALTT01CLA657N
Consumer Price Index for Chile,chile,annual,growth_same,CPALTT01CLA659N
Consumer Price Index for Chile,chile,monthly,growth_previous,CPALTT01CLM657N
Consumer Price Index for Chile,chile,monthly,growth_same,CPALTT01CLM659N
Consumer Price Index for Chile,chile,quarterly,growth_previous,CPALTT01CLQ657N
Consumer Price Index for Chile,chile,quarterly,growth_same,CPALTT01CLQ659N
Consumer Price Index for China,china,annual,growth_previous,CPALTT01CNA657N
Consumer Price Index for China,china,monthly,growth_previous,CPALTT01CNM657N
Consumer Price Index for China,china,monthly,growth_same,CPALTT01CNM659N
Consumer Price Index for China,china,quarterly,growth_previous,CPALTT01CNQ657N
Consumer Price Index for China,china,quarterly,growth_same,CPALTT01CNQ659N
Consumer Price Index for Denmark,denmark,annual,growth_previous,CPALTT01DKA657N
Consumer Price Index for Denmark,denmark,annual,growth_same,CPALTT01DKA659N
Consumer Price Index for Denmark,denmark,monthly,growth_previous,CPALTT01DKM657N
Consumer Price Index for Denmark,denmark,monthly,growth_same,CPALTT01DKM659N
Consumer Price Index for Denmark,denmark,quarterly,growth_previous,CPALTT01DKQ657N
Consumer Price Index for Denmark,denmark,quarterly,growth_same,CPALTT01DKQ659N
Consumer Price Index for Estonia,estonia,annual,growth_previous,CPALTT01EEA657N
Consumer Price Index for Estonia,estonia,annual,growth_same,CPALTT01EEA659N
Consumer Price Index for Estonia,estonia,annual,index_2015,CPALTT01EEA661N
Consumer Price Index for Estonia,estonia,monthly,growth_previous,CPALTT01EEM657N
Consumer Price Index for Estonia,estonia,monthly,growth_same,CPALTT01EEM659N
Consumer Price Index for Estonia,estonia,monthly,index_2015,CPALTT01EEM661N
Consumer Price Index for Estonia,estonia,quarterly,growth_previous,CPALTT01EEQ657N
Consumer Price Index for Estonia,estonia,quarterly,growth_same,CPALTT01EEQ659N
Consumer Price Index for Estonia,estonia,quarterly,index_2015,CPALTT01EEQ661N
Consumer Price Index for Finland,finland,annual,growth_previous,CPALTT01FIA657N
Consumer Price Index for Finland,finland,annual,growth_same,CPALTT01FIA659N
Consumer Price Index for Finland,finland,monthly,growth_previous,CPALTT01FIM657N
Consumer Price Index for Finland,finland,monthly,growth_same,CPALTT01FIM659N
Consumer Price Index for Finland,finland,quarterly,growth_previous,CPALTT01FIQ657N
Consumer Price Index for Finland,finland,quarterly,growth_same,CPALTT01FIQ659N
Consumer Price Index for France,france,annual,growth_previous,CPALTT01FRA657N
Consumer Price Index for France,france,annual,growth_same,CPALTT01FRA659N
Consumer Price Index for France,france,monthly,growth_previous,CPALTT01FRM657N
Consumer Price Index for France,france,monthly,growth_same,CPALTT01FRM659N
Consumer Price Index for France,france,quarterly,growth_previous,CPALTT01FRQ657N
Consumer Price Index for France,france,quarterly,growth_same,CPALTT01FRQ659N
Consumer Price Index for Germany,germany,annual,growth_previous,CPALTT01DEA657N
Consumer Price Index for Germany,germany,annual,growth_same,CPALTT01DEA659N
Consumer Price Index for Germany,germany,monthly,growth_previous,CPALTT01DEM657N
Consumer Price Index for Germany,germany,monthly,growth_same,CPALTT01DEM659N
Consumer Price Index for Germany,germany,quarterly,growth_previous,CPALTT01DEQ657N
Consumer Price Index for Germany,germany,quarterly,growth_same,CPALTT01DEQ659N
Consumer Price Index for Greece,greece,annual,growth_previous,CPALTT01GRA657N
Consumer Price Index for Greece,greece,annual,growth_same,CPALTT01GRA659N
Consumer Price Index for Greece,greece,monthly,growth_previous,CPALTT01GRM657N
Consumer Price Index for Greece,greece,monthly,growth_same,CPALTT01GRM659N
Consumer Price Index for Greece,greece,quarterly,growth_previous,CPALTT01GRQ657N
Consumer Price Index for Greece,greece,quarterly,growth_same,CPALTT01GRQ659N
Consumer Price Index for Hungary,hungary,annual,growth_previous,CPALTT01HUA657N
Consumer Price Index for Hungary,hungary,annual,growth_same,CPALTT01HUA659N
Consumer Price Index for Hungary,hungary,monthly,growth_previous,CPALTT01HUM657N
Consumer Price Index for Hungary,hungary,monthly,growth_same,CPALTT01HUM659N
Consumer Price Index for Hungary,hungary,quarterly,growth_previous,CPALTT01HUQ657N
Consumer Price Index for Hungary,hungary,quarterly,growth_same,CPALTT01HUQ659N
Consumer Price Index for Iceland,iceland,annual,growth_previous,CPALTT01ISA657N
Consumer Price Index for Iceland,iceland,annual,growth_same,CPALTT01ISA659N
Consumer Price Index for Iceland,iceland,monthly,growth_previous,CPALTT01ISM657N
Consumer Price Index for Iceland,iceland,monthly,growth_same,CPALTT01ISM659N
Consumer Price Index for Iceland,iceland,quarterly,growth_previous,CPALTT01ISQ657N
Consumer Price Index for Iceland,iceland,quarterly,growth_same,CPALTT01ISQ659N
Consumer Price Index for India,india,annual,growth_previous,CPALTT01INA657N
Consumer Price Index for India,india,annual,growth_same,CPALTT01INA659N
Consumer Price Index for India,india,monthly,growth_previous,CPALTT01INM657N
Consumer Price Index for India,india,monthly,growth_same,CPALTT01INM659N
Consumer Price Index for India,india,quarterly,growth_previous,CPALTT01INQ657N
Consumer Price Index for India,india,quarterly,growth_same,CPALTT01INQ659N
Consumer Price Index for Indonesia,indonesia,annual,growth_previous,CPALTT01IDA657N
Consumer Price Index for Indonesia,indonesia,annual,growth_same,CPALTT01IDA659N
Consumer Price Index for Indonesia,indonesia,monthly,growth_previous,CPALTT01IDM657N
Consumer Price Index for Indonesia,indonesia,monthly,growth_same,CPALTT01IDM659N
Consumer Price Index for Indonesia,indonesia,quarterly,growth_previous,CPALTT01IDQ657N
Consumer Price Index for Indonesia,indonesia,quarterly,growth_same,CPALTT01IDQ659N
Consumer Price Index for Ireland,ireland,annual,growth_previous,CPALTT01IEA657N
Consumer Price Index for Ireland,ireland,annual,growth_same,CPALTT01IEA659N
Consumer Price Index for Ireland,ireland,monthly,growth_previous,CPALTT01IEM657N
Consumer Price Index for Ireland,ireland,monthly,growth_same,CPALTT01IEM659N
Consumer Price Index for Ireland,ireland,quarterly,growth_previous,CPALTT01IEQ657N
Consumer Price Index for Ireland,ireland,quarterly,growth_same,CPALTT01IEQ659N
Consumer Price Index for Israel,israel,annual,growth_previous,CPALTT01ILA657N
Consumer Price Index for Israel,israel,annual,growth_same,CPALTT01ILA659N
Consumer Price Index for Israel,israel,monthly,growth_previous,CPALTT01ILM657N
Consumer Price Index for Israel,israel,monthly,growth_same,CPALTT01ILM659N
Consumer Price Index for Israel,israel,quarterly,growth_previous,CPALTT01ILQ657N
Consumer Price Index for Israel,israel,quarterly,growth_same,CPALTT01ILQ659N
Consumer Price Index for Italy,italy,annual,growth_previous,CPALTT01ITA657N
Consumer Price Index for Italy,italy,annual,growth_same,CPALTT01ITA659N
Consumer Price Index for Italy,italy,monthly,growth_previous,CPALTT01ITM657N
Consumer Price Index for Italy,italy,monthly,growth_same,CPALTT01ITM659N
Consumer Price Index for Italy,italy,quarterly,growth_previous,CPALTT01ITQ657N
Consumer Price Index for Italy,italy,quarterly,growth_same,CPALTT01ITQ659N
Consumer Price Index for Japan,japan,monthly,index_2015,CPALCY01JPM661N
Consumer Price Index for Japan,japan,quarterly,index_2015,CPALCY01JPQ661N
Consumer Price Index for Japan,japan,monthly,growth_previous,CPALTT01JPM657N
Consumer Price Index for Japan,japan,monthly,growth_same,CPALTT01JPM659N
Consumer Price Index for Japan,japan,monthly,index_2015,CPALTT01JPM661S
Consumer Price Index for Japan,japan,quarterly,growth_previous,CPALTT01JPQ657N
Consumer Price Index for Japan,japan,quarterly,growth_same,CPALTT01JPQ659N
Consumer Price Index for Japan,japan,quarterly,index_2015,CPALTT01JPQ661S
Consumer Price Index for Luxembourg,luxembourg,annual,growth_previous,CPALTT01LUA657N
Consumer Price Index for Luxembourg,luxembourg,annual,growth_same,CPALTT01LUA659N
Consumer Price Index for Luxembourg,luxembourg,monthly,growth_previous,CPALTT01LUM657N
Consumer Price Index for Luxembourg,luxembourg,monthly,growth_same,CPALTT01LUM659N
Consumer Price Index for Luxembourg,luxembourg,quarterly,growth_previous,CPALTT01LUQ657N
Consumer Price Index for Luxembourg,luxembourg,quarterly,growth_same,CPALTT01LUQ659N
Consumer Price Index for Mexico,mexico,annual,index_2015,CPALCY01MXA661N
Consumer Price Index for Mexico,mexico,monthly,index_2015,CPALCY01MXM661N
Consumer Price Index for Mexico,mexico,quarterly,index_2015,CPALCY01MXQ661N
Consumer Price Index for Mexico,mexico,annual,growth_previous,CPALTT01MXA657N
Consumer Price Index for Mexico,mexico,annual,growth_same,CPALTT01MXA659N
Consumer Price Index for Mexico,mexico,monthly,growth_previous,CPALTT01MXM657N
Consumer Price Index for Mexico,mexico,monthly,growth_same,CPALTT01MXM659N
Consumer Price Index for Mexico,mexico,quarterly,growth_previous,CPALTT01MXQ657N
Consumer Price Index for Mexico,mexico,quarterly,growth_same,CPALTT01MXQ659N
Consumer Price Index for New Zealand,new_zealand,annual,index_2015,CPALCY01NZA661N
Consumer Price Index for New Zealand,new_zealand,quarterly,index_2015,CPALCY01NZQ661N
Consumer Price Index for New Zealand,new_zealand,annual,growth_previous,CPALTT01NZA657N
Consumer Price Index for New Zealand,new_zealand,annual,growth_same,CPALTT01NZA659N
Consumer Price Index for New Zealand,new_zealand,quarterly,growth_previous,CPALTT01NZQ657N
Consumer Price Index for New Zealand,new_zealand,quarterly,growth_same,CPALTT01NZQ659N
Consumer Price Index for Norway,norway,annual,growth_previous,CPALTT01NOA657N
Consumer Price Index for Norway,norway,annual,growth_same,CPALTT01NOA659N
Consumer Price Index for Norway,norway,monthly,growth_previous,CPALTT01NOM657N
Consumer Price Index for Norway,norway,monthly,growth_same,CPALTT01NOM659N
Consumer Price Index for Norway,norway,quarterly,growth_previous,CPALTT01NOQ657N
Consumer Price Index for Norway,norway,quarterly,growth_same,CPALTT01NOQ659N
Consumer Price Index for Poland,poland,annual,growth_previous,CPALTT01PLA657N
Consumer Price Index for Poland,poland,annual,growth_same,CPALTT01PLA659N
Consumer Price Index for Poland,poland,monthly,growth_previous,CPALTT01PLM657N
Consumer Price Index for Poland,poland,monthly,growth_same,CPALTT01PLM659N
Consumer Price Index for Poland,poland,quarterly,growth_previous,CPALTT01PLQ657N
Consumer Price Index for Poland,poland,quarterly,growth_same,CPALTT01PLQ659N
Consumer Price Index for Portugal,portugal,annual,growth_previous,CPALTT01PTA657N
Consumer Price Index for Portugal,portugal,annual,growth_same,CPALTT01PTA659N
Consumer Price Index for Portugal,portugal,monthly,growth_previous,CPALTT01PTM657N
Consumer Price Index for Portugal,portugal,monthly,growth_same,CPALTT01PTM659N
Consumer Price Index for Portugal,portugal,quarterly,growth_previous,CPALTT01PTQ657N
Consumer Price Index for Portugal,portugal,quarterly,growth_same,CPALTT01PTQ659N
Consumer Price Index for Slovenia,slovenia,annual,growth_previous,CPALTT01SIA657N
Consumer Price Index for Slovenia,slovenia,annual,growth_same,CPALTT01SIA659N
Consumer Price Index for Slovenia,slovenia,monthly,growth_previous,CPALTT01SIM657N
Consumer Price Index for Slovenia,slovenia,monthly,growth_same,CPALTT01SIM659N
Consumer Price Index for Slovenia,slovenia,quarterly,growth_previous,CPALTT01SIQ657N
Consumer Price Index for Slovenia,slovenia,quarterly,growth_same,CPALTT01SIQ659N
Consumer Price Index for South Africa,south_africa,annual,growth_previous,CPALTT01ZAA657N
Consumer Price Index for South Africa,south_africa,annual,growth_same,CPALTT01ZAA659N
Consumer Price Index for South Africa,south_africa,monthly,growth_previous,CPALTT01ZAM657N
Consumer Price Index for South Africa,south_africa,monthly,growth_same,CPALTT01ZAM659N
Consumer Price Index for South Africa,south_africa,quarterly,growth_previous,CPALTT01ZAQ657N
Consumer Price Index for South Africa,south_africa,quarterly,growth_same,CPALTT01ZAQ659N
Consumer Price Index for Spain,spain,annual,growth_previous,CPALTT01ESA657N
Consumer Price Index for Spain,spain,annual,growth_same,CPALTT01ESA659N
Consumer Price Index for Spain,spain,monthly,growth_previous,CPALTT01ESM657N
Consumer Price Index for Spain,spain,monthly,growth_same,CPALTT01ESM659N
Consumer Price Index for Spain,spain,quarterly,growth_previous,CPALTT01ESQ657N
Consumer Price Index for Spain,spain,quarterly,growth_same,CPALTT01ESQ659N
Consumer Price Index for Sweden,sweden,annual,growth_previous,CPALTT01SEA657N
Consumer Price Index for Sweden,sweden,annual,growth_same,CPALTT01SEA659N
Consumer Price Index for Sweden,sweden,monthly,growth_previous,CPALTT01SEM657N
Consumer Price Index for Sweden,sweden,monthly,growth_same,CPALTT01SEM659N
Consumer Price Index for Sweden,sweden,quarterly,growth_previous,CPALTT01SEQ657N
Consumer Price Index for Sweden,sweden,quarterly,growth_same,CPALTT01SEQ659N
Consumer Price Index for Switzerland,switzerland,annual,growth_previous,CPALTT01CHA657N
Consumer Price Index for Switzerland,switzerland,annual,growth_same,CPALTT01CHA659N
Consumer Price Index for Switzerland,switzerland,monthly,growth_previous,CPALTT01CHM657N
Consumer Price Index for Switzerland,switzerland,monthly,growth_same,CPALTT01CHM659N
Consumer Price Index for Switzerland,switzerland,quarterly,growth_previous,CPALTT01CHQ657N
Consumer Price Index for Switzerland,switzerland,quarterly,growth_same,CPALTT01CHQ659N
Consumer Price Index for the Czech Republic,czech_republic,annual,growth_previous,CPALTT01CZA657N
Consumer Price Index for the Czech Republic,czech_republic,annual,growth_same,CPALTT01CZA659N
Consumer Price Index for the Czech Republic,czech_republic,monthly,growth_previous,CPALTT01CZM657N
Consumer Price Index for the Czech Republic,czech_republic,monthly,growth_same,CPALTT01CZM659N
Consumer Price Index for the Czech Republic,czech_republic,quarterly,growth_previous,CPALTT01CZQ657N
Consumer Price Index for the Czech Republic,czech_republic,quarterly,growth_same,CPALTT01CZQ659N
Consumer Price Index for the Netherlands,netherlands,annual,growth_previous,CPALTT01NLA657N
Consumer Price Index for the Netherlands,netherlands,annual,growth_same,CPALTT01NLA659N
Consumer Price Index for the Netherlands,netherlands,monthly,growth_previous,CPALTT01NLM657N
Consumer Price Index for the Netherlands,netherlands,monthly,growth_same,CPALTT01NLM659N
Consumer Price Index for the Netherlands,netherlands,quarterly,growth_previous,CPALTT01NLQ657N
Consumer Price Index for the Netherlands,netherlands,quarterly,growth_same,CPALTT01NLQ659N
Consumer Price Index for the Republic of Korea,korea,annual,growth_previous,CPALTT01KRA657N
Consumer Price Index for the Republic of Korea,korea,annual,growth_same,CPALTT01KRA659N
Consumer Price Index for the Republic of Korea,korea,monthly,growth_previous,CPALTT01KRM657N
Consumer Price Index for the Republic of Korea,korea,monthly,growth_same,CPALTT01KRM659N
Consumer Price Index for the Republic of Korea,korea,quarterly,growth_previous,CPALTT01KRQ657N
Consumer Price Index for the Republic of Korea,korea,quarterly,growth_same,CPALTT01KRQ659N
Consumer Price Index for the Russian Federation,russian_federation,monthly,growth_previous,CPALTT01RUM657N
Consumer Price Index for the Russian Federation,russian_federation,monthly,growth_same,CPALTT01RUM659N
Consumer Price Index for the Russian Federation,russian_federation,quarterly,growth_previous,CPALTT01RUQ657N
Consumer Price Index for the Russian Federation,russian_federation,quarterly,growth_same,CPALTT01RUQ659N
Consumer Price Index for the Slovak Republic,slovak_republic,annual,growth_previous,CPALTT01SKA657N
Consumer Price Index for the Slovak Republic,slovak_republic,annual,growth_same,CPALTT01SKA659N
Consumer Price Index for the Slovak Republic,slovak_republic,monthly,growth_previous,CPALTT01SKM657N
Consumer Price Index for the Slovak Republic,slovak_republic,monthly,growth_same,CPALTT01SKM659N
Consumer Price Index for the Slovak Republic,slovak_republic,quarterly,growth_previous,CPALTT01SKQ657N
Consumer Price Index for the Slovak Republic,slovak_republic,quarterly,growth_same,CPALTT01SKQ659N
Consumer Price Index for the United Kingdom,the united kingdom,annual,growth_previous,CPALTT01GBA657N
Consumer Price Index for the United Kingdom,united_kingdom,annual,growth_same,CPALTT01GBA659N
Consumer Price Index for the United Kingdom,united_kingdom,monthly,growth_previous,CPALTT01GBM657N
Consumer Price Index for the United Kingdom,united_kingdom,monthly,growth_same,CPALTT01GBM659N
Consumer Price Index for the United Kingdom,united_kingdom,quarterly,growth_previous,CPALTT01GBQ657N
Consumer Price Index for the United Kingdom,united_kingdom,quarterly,growth_same,CPALTT01GBQ659N
Consumer Price Index for the United States,united_states,annual,index_2015,CPALCY01USA661N
Consumer Price Index for the United States,united_states,monthly,index_2015,CPALCY01USM661N
Consumer Price Index for the United States,united_states,quarterly,index_2015,CPALCY01USQ661N
Consumer Price Index for the United States,united_states,annual,growth_previous,CPALTT01USA657N
Consumer Price Index for the United States,united_states,annual,growth_same,CPALTT01USA659N
Consumer Price Index for the United States,united_states,annual,index_2015,CPALTT01USA661S
Consumer Price Index for the United States,united_states,monthly,growth_previous,CPALTT01USM657N
Consumer Price Index for the United States,united_states,monthly,growth_same,CPALTT01USM659N
Consumer Price Index for the United States,united_states,monthly,index_2015,CPALTT01USM661S
Consumer Price Index for the United States,united_states,quarterly,growth_previous,CPALTT01USQ657N
Consumer Price Index for the United States,united_states,quarterly,growth_same,CPALTT01USQ659N
Consumer Price Index for the United States,united_states,quarterly,index_2015,CPALTT01USQ661S
Consumer Price Index for Turkey,turkey,annual,index_2015,CPALCY01TRA661N
Consumer Price Index for Turkey,turkey,monthly,index_2015,CPALCY01TRM661N
Consumer Price Index for Turkey,turkey,quarterly,index_2015,CPALCY01TRQ661N
Consumer Price Index for Turkey,turkey,annual,growth_previous,CPALTT01TRA657N
Consumer Price Index for Turkey,turkey,annual,growth_same,CPALTT01TRA659N
Consumer Price Index for Turkey,turkey,monthly,growth_previous,CPALTT01TRM657N
Consumer Price Index for Turkey,turkey,monthly,growth_same,CPALTT01TRM659N
Consumer Price Index for Turkey,turkey,quarterly,growth_previous,CPALTT01TRQ657N
Consumer Price Index for Turkey,turkey,quarterly,growth_same,CPALTT01TRQ659N
1 title country frequency units series_id
2 Consumer Price Index for Australia australia annual growth_previous CPALTT01AUA657N
3 Consumer Price Index for Australia australia annual growth_same CPALTT01AUA659N
4 Consumer Price Index for Australia australia quarterly growth_previous CPALTT01AUQ657N
5 Consumer Price Index for Australia australia quarterly growth_same CPALTT01AUQ659N
6 Consumer Price Index for Austria austria annual growth_previous CPALTT01ATA657N
7 Consumer Price Index for Austria austria annual growth_same CPALTT01ATA659N
8 Consumer Price Index for Austria austria monthly growth_previous CPALTT01ATM657N
9 Consumer Price Index for Austria austria monthly growth_same CPALTT01ATM659N
10 Consumer Price Index for Austria austria quarterly growth_previous CPALTT01ATQ657N
11 Consumer Price Index for Austria austria quarterly growth_same CPALTT01ATQ659N
12 Consumer Price Index for Belgium belgium annual growth_previous CPALTT01BEA657N
13 Consumer Price Index for Belgium belgium annual growth_same CPALTT01BEA659N
14 Consumer Price Index for Belgium belgium monthly growth_previous CPALTT01BEM657N
15 Consumer Price Index for Belgium belgium monthly growth_same CPALTT01BEM659N
16 Consumer Price Index for Belgium belgium quarterly growth_previous CPALTT01BEQ657N
17 Consumer Price Index for Belgium belgium quarterly growth_same CPALTT01BEQ659N
18 Consumer Price Index for Brazil brazil annual growth_previous CPALTT01BRA657N
19 Consumer Price Index for Brazil brazil annual growth_same CPALTT01BRA659N
20 Consumer Price Index for Brazil brazil monthly growth_previous CPALTT01BRM657N
21 Consumer Price Index for Brazil brazil monthly growth_same CPALTT01BRM659N
22 Consumer Price Index for Brazil brazil quarterly growth_previous CPALTT01BRQ657N
23 Consumer Price Index for Brazil brazil quarterly growth_same CPALTT01BRQ659N
24 Consumer Price Index for Canada canada annual index_2015 CPALCY01CAA661N
25 Consumer Price Index for Canada canada monthly index_2015 CPALCY01CAM661N
26 Consumer Price Index for Canada canada quarterly index_2015 CPALCY01CAQ661N
27 Consumer Price Index for Canada canada annual growth_previous CPALTT01CAA657N
28 Consumer Price Index for Canada canada annual growth_same CPALTT01CAA659N
29 Consumer Price Index for Canada canada monthly growth_previous CPALTT01CAM657N
30 Consumer Price Index for Canada canada monthly growth_same CPALTT01CAM659N
31 Consumer Price Index for Canada canada quarterly growth_previous CPALTT01CAQ657N
32 Consumer Price Index for Canada canada quarterly growth_same CPALTT01CAQ659N
33 Consumer Price Index for Chile chile annual growth_previous CPALTT01CLA657N
34 Consumer Price Index for Chile chile annual growth_same CPALTT01CLA659N
35 Consumer Price Index for Chile chile monthly growth_previous CPALTT01CLM657N
36 Consumer Price Index for Chile chile monthly growth_same CPALTT01CLM659N
37 Consumer Price Index for Chile chile quarterly growth_previous CPALTT01CLQ657N
38 Consumer Price Index for Chile chile quarterly growth_same CPALTT01CLQ659N
39 Consumer Price Index for China china annual growth_previous CPALTT01CNA657N
40 Consumer Price Index for China china monthly growth_same growth_previous CPALTT01CNM657N
41 Consumer Price Index for China china monthly growth_previous growth_same CPALTT01CNM659N
42 Consumer Price Index for China china quarterly growth_same growth_previous CPALTT01CNQ657N
43 Consumer Price Index for China china quarterly growth_previous growth_same CPALTT01CNQ659N
44 Consumer Price Index for Denmark denmark annual growth_same growth_previous CPALTT01DKA657N
45 Consumer Price Index for Denmark denmark annual growth_previous growth_same CPALTT01DKA659N
46 Consumer Price Index for Denmark denmark monthly growth_same growth_previous CPALTT01DKM657N
47 Consumer Price Index for Denmark denmark monthly growth_previous growth_same CPALTT01DKM659N
48 Consumer Price Index for Denmark denmark quarterly growth_same growth_previous CPALTT01DKQ657N
49 Consumer Price Index for Denmark denmark quarterly growth_previous growth_same CPALTT01DKQ659N
50 Consumer Price Index for Estonia estonia annual growth_same growth_previous CPALTT01EEA657N
51 Consumer Price Index for Estonia estonia annual growth_previous growth_same CPALTT01EEA659N
52 Consumer Price Index for Estonia estonia annual index_2015 CPALTT01EEA661N
53 Consumer Price Index for Estonia estonia monthly growth_previous CPALTT01EEM657N
54 Consumer Price Index for Estonia estonia monthly growth_same CPALTT01EEM659N
55 Consumer Price Index for Estonia estonia monthly index_2015 CPALTT01EEM661N
56 Consumer Price Index for Estonia estonia quarterly growth_same growth_previous CPALTT01EEQ657N
57 Consumer Price Index for Estonia estonia quarterly growth_previous growth_same CPALTT01EEQ659N
58 Consumer Price Index for Estonia estonia quarterly index_2015 CPALTT01EEQ661N
59 Consumer Price Index for Finland finland annual growth_previous CPALTT01FIA657N
60 Consumer Price Index for Finland finland annual growth_same CPALTT01FIA659N
61 Consumer Price Index for Finland finland monthly growth_previous CPALTT01FIM657N
62 Consumer Price Index for Finland finland monthly growth_same CPALTT01FIM659N
63 Consumer Price Index for Finland finland quarterly growth_previous CPALTT01FIQ657N
64 Consumer Price Index for Finland finland quarterly growth_same CPALTT01FIQ659N
65 Consumer Price Index for France france annual growth_previous CPALTT01FRA657N
66 Consumer Price Index for France france annual growth_same CPALTT01FRA659N
67 Consumer Price Index for France france monthly growth_previous CPALTT01FRM657N
68 Consumer Price Index for France france monthly growth_same CPALTT01FRM659N
69 Consumer Price Index for France france quarterly growth_previous CPALTT01FRQ657N
70 Consumer Price Index for France france quarterly growth_same CPALTT01FRQ659N
71 Consumer Price Index for Germany germany annual growth_same growth_previous CPALTT01DEA657N
72 Consumer Price Index for Germany germany annual growth_previous growth_same CPALTT01DEA659N
73 Consumer Price Index for Germany germany monthly growth_same growth_previous CPALTT01DEM657N
74 Consumer Price Index for Germany germany monthly growth_previous growth_same CPALTT01DEM659N
75 Consumer Price Index for Germany germany quarterly growth_same growth_previous CPALTT01DEQ657N
76 Consumer Price Index for Germany germany quarterly growth_previous growth_same CPALTT01DEQ659N
77 Consumer Price Index for Greece greece annual growth_previous CPALTT01GRA657N
78 Consumer Price Index for Greece greece annual growth_same CPALTT01GRA659N
79 Consumer Price Index for Greece greece monthly growth_previous CPALTT01GRM657N
80 Consumer Price Index for Greece greece monthly growth_same CPALTT01GRM659N
81 Consumer Price Index for Greece greece quarterly growth_previous CPALTT01GRQ657N
82 Consumer Price Index for Greece greece quarterly growth_same CPALTT01GRQ659N
83 Consumer Price Index for Hungary hungary annual growth_previous CPALTT01HUA657N
84 Consumer Price Index for Hungary hungary annual growth_same CPALTT01HUA659N
85 Consumer Price Index for Hungary hungary monthly growth_previous CPALTT01HUM657N
86 Consumer Price Index for Hungary hungary monthly growth_same CPALTT01HUM659N
87 Consumer Price Index for Hungary hungary quarterly growth_previous CPALTT01HUQ657N
88 Consumer Price Index for Hungary hungary quarterly growth_same CPALTT01HUQ659N
89 Consumer Price Index for Iceland iceland annual growth_previous CPALTT01ISA657N
90 Consumer Price Index for Iceland iceland annual growth_same CPALTT01ISA659N
91 Consumer Price Index for Iceland iceland monthly growth_previous CPALTT01ISM657N
92 Consumer Price Index for Iceland iceland monthly growth_same CPALTT01ISM659N
93 Consumer Price Index for Iceland iceland quarterly growth_previous CPALTT01ISQ657N
94 Consumer Price Index for Iceland iceland quarterly growth_same CPALTT01ISQ659N
95 Consumer Price Index for India india annual growth_previous CPALTT01INA657N
96 Consumer Price Index for India india annual growth_same CPALTT01INA659N
97 Consumer Price Index for India india monthly growth_previous CPALTT01INM657N
98 Consumer Price Index for India india monthly growth_same CPALTT01INM659N
99 Consumer Price Index for India india quarterly growth_previous CPALTT01INQ657N
100 Consumer Price Index for India india quarterly growth_same CPALTT01INQ659N
101 Consumer Price Index for Indonesia indonesia annual growth_previous CPALTT01IDA657N
102 Consumer Price Index for Indonesia indonesia annual growth_same CPALTT01IDA659N
103 Consumer Price Index for Indonesia indonesia monthly growth_previous CPALTT01IDM657N
104 Consumer Price Index for Indonesia indonesia monthly growth_same CPALTT01IDM659N
105 Consumer Price Index for Indonesia indonesia quarterly growth_previous CPALTT01IDQ657N
106 Consumer Price Index for Indonesia indonesia quarterly growth_same CPALTT01IDQ659N
107 Consumer Price Index for Ireland ireland annual growth_previous CPALTT01IEA657N
108 Consumer Price Index for Ireland ireland annual growth_same CPALTT01IEA659N
109 Consumer Price Index for Ireland ireland monthly growth_previous CPALTT01IEM657N
110 Consumer Price Index for Ireland ireland monthly growth_same CPALTT01IEM659N
111 Consumer Price Index for Ireland ireland quarterly growth_previous CPALTT01IEQ657N
112 Consumer Price Index for Ireland ireland quarterly growth_same CPALTT01IEQ659N
113 Consumer Price Index for Israel israel annual growth_previous CPALTT01ILA657N
114 Consumer Price Index for Israel israel annual growth_same CPALTT01ILA659N
115 Consumer Price Index for Israel israel monthly growth_previous CPALTT01ILM657N
116 Consumer Price Index for Israel israel monthly growth_same CPALTT01ILM659N
117 Consumer Price Index for Israel israel quarterly growth_previous CPALTT01ILQ657N
118 Consumer Price Index for Israel israel quarterly growth_same CPALTT01ILQ659N
119 Consumer Price Index for Italy italy annual growth_previous CPALTT01ITA657N
120 Consumer Price Index for Italy italy annual growth_same CPALTT01ITA659N
121 Consumer Price Index for Italy italy monthly growth_previous CPALTT01ITM657N
122 Consumer Price Index for Italy italy monthly growth_same CPALTT01ITM659N
123 Consumer Price Index for Italy italy quarterly growth_previous CPALTT01ITQ657N
124 Consumer Price Index for Italy italy quarterly growth_same CPALTT01ITQ659N
125 Consumer Price Index for Japan japan monthly index_2015 CPALCY01JPM661N
126 Consumer Price Index for Japan japan quarterly index_2015 CPALCY01JPQ661N
127 Consumer Price Index for Japan japan monthly growth_previous CPALTT01JPM657N
128 Consumer Price Index for Japan japan monthly growth_same CPALTT01JPM659N
129 Consumer Price Index for Japan japan monthly index_2015 CPALTT01JPM661S
130 Consumer Price Index for Japan japan quarterly growth_same growth_previous CPALTT01JPQ657N
131 Consumer Price Index for Japan japan quarterly growth_previous growth_same CPALTT01JPQ659N
132 Consumer Price Index for Japan japan quarterly index_2015 CPALTT01JPQ661S
133 Consumer Price Index for Luxembourg luxembourg annual growth_previous CPALTT01LUA657N
134 Consumer Price Index for Luxembourg luxembourg annual growth_same CPALTT01LUA659N
135 Consumer Price Index for Luxembourg luxembourg monthly growth_previous CPALTT01LUM657N
136 Consumer Price Index for Luxembourg luxembourg monthly growth_same CPALTT01LUM659N
137 Consumer Price Index for Luxembourg luxembourg quarterly growth_previous CPALTT01LUQ657N
138 Consumer Price Index for Luxembourg luxembourg quarterly growth_same CPALTT01LUQ659N
139 Consumer Price Index for Mexico mexico annual index_2015 CPALCY01MXA661N
140 Consumer Price Index for Mexico mexico monthly index_2015 CPALCY01MXM661N
141 Consumer Price Index for Mexico mexico quarterly index_2015 CPALCY01MXQ661N
142 Consumer Price Index for Mexico mexico annual growth_previous CPALTT01MXA657N
143 Consumer Price Index for Mexico mexico annual growth_same CPALTT01MXA659N
144 Consumer Price Index for Mexico mexico monthly growth_previous CPALTT01MXM657N
145 Consumer Price Index for Mexico mexico monthly growth_same CPALTT01MXM659N
146 Consumer Price Index for Mexico mexico quarterly growth_previous CPALTT01MXQ657N
147 Consumer Price Index for Mexico mexico quarterly growth_same CPALTT01MXQ659N
148 Consumer Price Index for New Zealand new_zealand annual index_2015 CPALCY01NZA661N
149 Consumer Price Index for New Zealand new_zealand quarterly index_2015 CPALCY01NZQ661N
150 Consumer Price Index for New Zealand new_zealand annual growth_previous CPALTT01NZA657N
151 Consumer Price Index for New Zealand new_zealand annual growth_same CPALTT01NZA659N
152 Consumer Price Index for New Zealand new_zealand quarterly growth_previous CPALTT01NZQ657N
153 Consumer Price Index for New Zealand new_zealand quarterly growth_same CPALTT01NZQ659N
154 Consumer Price Index for Norway norway annual growth_previous CPALTT01NOA657N
155 Consumer Price Index for Norway norway annual growth_same CPALTT01NOA659N
156 Consumer Price Index for Norway norway monthly growth_previous CPALTT01NOM657N
157 Consumer Price Index for Norway norway monthly growth_same CPALTT01NOM659N
158 Consumer Price Index for Norway norway quarterly growth_previous CPALTT01NOQ657N
159 Consumer Price Index for Norway norway quarterly growth_same CPALTT01NOQ659N
160 Consumer Price Index for Poland poland annual growth_previous CPALTT01PLA657N
161 Consumer Price Index for Poland poland annual growth_same CPALTT01PLA659N
162 Consumer Price Index for Poland poland monthly growth_previous CPALTT01PLM657N
163 Consumer Price Index for Poland poland monthly growth_same CPALTT01PLM659N
164 Consumer Price Index for Poland poland quarterly growth_previous CPALTT01PLQ657N
165 Consumer Price Index for Poland poland quarterly growth_same CPALTT01PLQ659N
166 Consumer Price Index for Portugal portugal annual growth_previous CPALTT01PTA657N
167 Consumer Price Index for Portugal portugal annual growth_same CPALTT01PTA659N
168 Consumer Price Index for Portugal portugal monthly growth_previous CPALTT01PTM657N
169 Consumer Price Index for Portugal portugal monthly growth_same CPALTT01PTM659N
170 Consumer Price Index for Portugal portugal quarterly growth_previous CPALTT01PTQ657N
171 Consumer Price Index for Portugal portugal quarterly growth_same CPALTT01PTQ659N
172 Consumer Price Index for Slovenia slovenia annual growth_previous CPALTT01SIA657N
173 Consumer Price Index for Slovenia slovenia annual growth_same CPALTT01SIA659N
174 Consumer Price Index for Slovenia slovenia monthly growth_previous CPALTT01SIM657N
175 Consumer Price Index for Slovenia slovenia monthly growth_same CPALTT01SIM659N
176 Consumer Price Index for Slovenia slovenia quarterly growth_previous CPALTT01SIQ657N
177 Consumer Price Index for Slovenia slovenia quarterly growth_same CPALTT01SIQ659N
178 Consumer Price Index for South Africa south_africa annual growth_previous CPALTT01ZAA657N
179 Consumer Price Index for South Africa south_africa annual growth_same CPALTT01ZAA659N
180 Consumer Price Index for South Africa south_africa monthly growth_previous CPALTT01ZAM657N
181 Consumer Price Index for South Africa south_africa monthly growth_same CPALTT01ZAM659N
182 Consumer Price Index for South Africa south_africa quarterly growth_previous CPALTT01ZAQ657N
183 Consumer Price Index for South Africa south_africa quarterly growth_same CPALTT01ZAQ659N
184 Consumer Price Index for Spain spain annual growth_previous CPALTT01ESA657N
185 Consumer Price Index for Spain spain annual growth_same CPALTT01ESA659N
186 Consumer Price Index for Spain spain monthly growth_previous CPALTT01ESM657N
187 Consumer Price Index for Spain spain monthly growth_same CPALTT01ESM659N
188 Consumer Price Index for Spain spain quarterly growth_previous CPALTT01ESQ657N
189 Consumer Price Index for Spain spain quarterly growth_same CPALTT01ESQ659N
190 Consumer Price Index for Sweden sweden annual growth_previous CPALTT01SEA657N
191 Consumer Price Index for Sweden sweden annual growth_same CPALTT01SEA659N
192 Consumer Price Index for Sweden sweden monthly growth_previous CPALTT01SEM657N
193 Consumer Price Index for Sweden sweden monthly growth_same CPALTT01SEM659N
194 Consumer Price Index for Sweden sweden quarterly growth_previous CPALTT01SEQ657N
195 Consumer Price Index for Sweden sweden quarterly growth_same CPALTT01SEQ659N
196 Consumer Price Index for Switzerland switzerland annual growth_previous CPALTT01CHA657N
197 Consumer Price Index for Switzerland switzerland annual growth_same CPALTT01CHA659N
198 Consumer Price Index for Switzerland switzerland monthly growth_previous CPALTT01CHM657N
199 Consumer Price Index for Switzerland switzerland monthly growth_same CPALTT01CHM659N
200 Consumer Price Index for Switzerland switzerland quarterly growth_previous CPALTT01CHQ657N
201 Consumer Price Index for Switzerland switzerland quarterly growth_same CPALTT01CHQ659N
202 Consumer Price Index for the Czech Republic czech_republic annual growth_same growth_previous CPALTT01CZA657N
203 Consumer Price Index for the Czech Republic czech_republic annual growth_previous growth_same CPALTT01CZA659N
204 Consumer Price Index for the Czech Republic czech_republic monthly growth_same growth_previous CPALTT01CZM657N
205 Consumer Price Index for the Czech Republic czech_republic monthly growth_previous growth_same CPALTT01CZM659N
206 Consumer Price Index for the Czech Republic czech_republic quarterly growth_same growth_previous CPALTT01CZQ657N
207 Consumer Price Index for the Czech Republic czech_republic quarterly growth_previous growth_same CPALTT01CZQ659N
208 Consumer Price Index for the Netherlands netherlands annual growth_previous CPALTT01NLA657N
209 Consumer Price Index for the Netherlands netherlands annual growth_same CPALTT01NLA659N
210 Consumer Price Index for the Netherlands netherlands monthly growth_previous CPALTT01NLM657N
211 Consumer Price Index for the Netherlands netherlands monthly growth_same CPALTT01NLM659N
212 Consumer Price Index for the Netherlands netherlands quarterly growth_previous CPALTT01NLQ657N
213 Consumer Price Index for the Netherlands netherlands quarterly growth_same CPALTT01NLQ659N
214 Consumer Price Index for the Republic of Korea korea annual growth_previous CPALTT01KRA657N
215 Consumer Price Index for the Republic of Korea korea annual growth_same CPALTT01KRA659N
216 Consumer Price Index for the Republic of Korea korea monthly growth_previous CPALTT01KRM657N
217 Consumer Price Index for the Republic of Korea korea monthly growth_same CPALTT01KRM659N
218 Consumer Price Index for the Republic of Korea korea quarterly growth_previous CPALTT01KRQ657N
219 Consumer Price Index for the Republic of Korea korea quarterly growth_same CPALTT01KRQ659N
220 Consumer Price Index for the Russian Federation russian_federation monthly growth_previous CPALTT01RUM657N
221 Consumer Price Index for the Russian Federation russian_federation monthly growth_same CPALTT01RUM659N
222 Consumer Price Index for the Russian Federation russian_federation quarterly growth_previous CPALTT01RUQ657N
223 Consumer Price Index for the Russian Federation russian_federation quarterly growth_same CPALTT01RUQ659N
224 Consumer Price Index for the Slovak Republic slovak_republic annual growth_previous CPALTT01SKA657N
225 Consumer Price Index for the Slovak Republic slovak_republic annual growth_same CPALTT01SKA659N
226 Consumer Price Index for the Slovak Republic slovak_republic monthly growth_previous CPALTT01SKM657N
227 Consumer Price Index for the Slovak Republic slovak_republic monthly growth_same CPALTT01SKM659N
228 Consumer Price Index for the Slovak Republic slovak_republic quarterly growth_previous CPALTT01SKQ657N
229 Consumer Price Index for the Slovak Republic slovak_republic quarterly growth_same CPALTT01SKQ659N
230 Consumer Price Index for the United Kingdom the united kingdom annual growth_previous CPALTT01GBA657N
231 Consumer Price Index for the United Kingdom united_kingdom annual growth_same CPALTT01GBA659N
232 Consumer Price Index for the United Kingdom united_kingdom monthly growth_previous CPALTT01GBM657N
233 Consumer Price Index for the United Kingdom united_kingdom monthly growth_same CPALTT01GBM659N
234 Consumer Price Index for the United Kingdom united_kingdom quarterly growth_previous CPALTT01GBQ657N
235 Consumer Price Index for the United Kingdom united_kingdom quarterly growth_same CPALTT01GBQ659N
236 Consumer Price Index for the United States united_states annual index_2015 CPALCY01USA661N
237 Consumer Price Index for the United States united_states monthly index_2015 CPALCY01USM661N
238 Consumer Price Index for the United States united_states quarterly index_2015 CPALCY01USQ661N
239 Consumer Price Index for the United States united_states annual growth_previous CPALTT01USA657N
240 Consumer Price Index for the United States united_states annual growth_same CPALTT01USA659N
241 Consumer Price Index for the United States united_states annual index_2015 CPALTT01USA661S
242 Consumer Price Index for the United States united_states monthly growth_previous CPALTT01USM657N
243 Consumer Price Index for the United States united_states monthly growth_same CPALTT01USM659N
244 Consumer Price Index for the United States united_states monthly index_2015 CPALTT01USM661S
245 Consumer Price Index for the United States united_states quarterly growth_previous CPALTT01USQ657N
246 Consumer Price Index for the United States united_states quarterly growth_same CPALTT01USQ659N
247 Consumer Price Index for the United States united_states quarterly index_2015 CPALTT01USQ661S
248 Consumer Price Index for Turkey turkey annual index_2015 CPALCY01TRA661N
249 Consumer Price Index for Turkey turkey monthly index_2015 CPALCY01TRM661N
250 Consumer Price Index for Turkey turkey quarterly index_2015 CPALCY01TRQ661N
251 Consumer Price Index for Turkey turkey annual growth_previous CPALTT01TRA657N
252 Consumer Price Index for Turkey turkey annual growth_same CPALTT01TRA659N
253 Consumer Price Index for Turkey turkey monthly growth_previous CPALTT01TRM657N
254 Consumer Price Index for Turkey turkey monthly growth_same CPALTT01TRM659N
255 Consumer Price Index for Turkey turkey quarterly growth_previous CPALTT01TRQ657N
256 Consumer Price Index for Turkey turkey quarterly growth_same CPALTT01TRQ659N

View File

@@ -577,52 +577,6 @@ class KeysController(BaseController): # pylint: disable=too-many-public-methods
show_output=True,
)
@log_start_end(log=logger)
def call_twitter(self, other_args: List[str]):
"""Process twitter command"""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="twitter",
description="Set Twitter API key.",
)
parser.add_argument(
"-k",
"--key",
type=str,
dest="key",
help="Key",
required="-h" not in other_args and "--help" not in other_args,
)
parser.add_argument(
"-s",
"--secret",
type=str,
dest="secret",
help="Secret key",
required="-h" not in other_args and "--help" not in other_args,
)
parser.add_argument(
"-t",
"--token",
type=str,
dest="token",
help="Bearer token",
required="-h" not in other_args and "--help" not in other_args,
)
if not other_args:
console.print("For your API Key, visit: https://developer.twitter.com")
return
ns_parser = self.parse_simple_args(parser, other_args)
if ns_parser:
self.status_dict["twitter"] = keys_model.set_twitter_key(
key=ns_parser.key,
secret=ns_parser.secret,
access_token=ns_parser.token,
persist=True,
show_output=True,
)
@log_start_end(log=logger)
def call_rh(self, other_args: List[str]):
"""Process rh command"""

View File

@@ -64,7 +64,6 @@ API_DICT: Dict = {
"cmc": "COINMARKETCAP",
"finnhub": "FINNHUB",
"reddit": "REDDIT",
"twitter": "TWITTER",
"rh": "ROBINHOOD",
"degiro": "DEGIRO",
"oanda": "OANDA",
@@ -1160,100 +1159,6 @@ def check_bitquery_key(show_output: bool = False) -> str:
return str(status)
def set_twitter_key(
key: str,
secret: str,
access_token: str,
persist: bool = False,
show_output: bool = False,
) -> str:
"""Set Twitter key
Parameters
----------
key: str
API key
secret: str
API secret
access_token: str
API token
persist: bool, optional
If False, api key change will be contained to where it was changed. For example, a Jupyter notebook session.
If True, api key change will be global, i.e. it will affect terminal environment variables.
By default, False.
show_output: bool, optional
Display status string or not. By default, False.
Returns
-------
str
Status of key set
Examples
--------
>>> from openbb_terminal.sdk import openbb
>>> openbb.keys.twitter(
key="example_key",
secret="example_secret",
access_token="example_access_token"
)
"""
handle_credential("API_TWITTER_KEY", key, persist)
handle_credential("API_TWITTER_SECRET_KEY", secret, persist)
handle_credential("API_TWITTER_BEARER_TOKEN", access_token, persist)
return check_twitter_key(show_output)
def check_twitter_key(show_output: bool = False) -> str:
"""Check Twitter key
Parameters
----------
show_output: bool, optional
Display status string or not. By default, False.
Returns
-------
str
Status of key set
"""
if show_output:
console.print("Checking status...")
current_user = get_current_user()
if current_user.credentials.API_TWITTER_BEARER_TOKEN == "REPLACE_ME":
status = KeyStatus.NOT_DEFINED
else:
params = {
"query": "(\\$AAPL) (lang:en)",
"max_results": "10",
"tweet.fields": "created_at,lang",
}
r = request(
"https://api.twitter.com/2/tweets/search/recent",
params=params, # type: ignore
headers={
"authorization": "Bearer "
+ current_user.credentials.API_TWITTER_BEARER_TOKEN
},
)
if r.status_code == 200:
status = KeyStatus.DEFINED_TEST_PASSED
elif r.status_code in [401, 403]:
logger.warning("Twitter key defined, test failed")
status = KeyStatus.DEFINED_TEST_FAILED
else:
logger.warning("Twitter key defined, test failed")
status = KeyStatus.DEFINED_TEST_INCONCLUSIVE
if show_output:
console.print(status.colorize())
return str(status)
def set_rh_key(
username: str,
password: str,

View File

@@ -2,29 +2,21 @@ stocks
ba
load ${ticker=aapl}
headlines
headlines --raw
wsb
wsb --new
watchlist
popular -l 5 -n 10
spacc
spac
popular
getdd
redditsent
trending
stalker -l 3
stalker
bullbear
messages
infer
sentiment -d 3 -l 2
mentions
regions
interest -w yolo
queries
rise
jcdr
jctr
snews
ns
help
reset
exit

View File

@@ -65,24 +65,6 @@
"link": "https://polygon.io",
"markdown": "Go to: https://polygon.io\n\n![Polygon](https://user-images.githubusercontent.com/46355364/207825623-fcd7f0a3-131a-4294-808c-754c13e38e2a.png)\n\nClick on, \"Get your Free API Key\".\n\n![Polygon](https://user-images.githubusercontent.com/46355364/207825952-ca5540ec-6ed2-4cef-a0ed-bb50b813932c.png)\n\nAfter signing up, the API Key is found at the bottom of the account dashboard page.\n\n![Polygon](https://user-images.githubusercontent.com/46355364/207826258-b1f318fa-fd9c-41d9-bf5c-fe16722e6601.png)"
},
{
"name": "API_TWITTER_KEY",
"source": "Twitter key",
"link": "https://developer.twitter.com",
"markdown": "![Twitter API](https://pbs.twimg.com/media/FooIJF3agAIU8SN?format=png&name=medium)"
},
{
"name": "API_TWITTER_SECRET_KEY",
"source": "Twitter secret",
"link": "https://developer.twitter.com",
"markdown": "![Twitter API](https://pbs.twimg.com/media/FooIJF3agAIU8SN?format=png&name=medium)"
},
{
"name": "API_TWITTER_BEARER_TOKEN",
"source": "Twitter token",
"link": "https://developer.twitter.com",
"markdown": "![Twitter API](https://pbs.twimg.com/media/FooIJF3agAIU8SN?format=png&name=medium)"
},
{
"name": "API_FRED_KEY",
"source": "FRED",

View File

@@ -32,8 +32,5 @@
"API_REDDIT_USERNAME": "",
"API_REDDIT_USER_AGENT": "",
"API_REDDIT_PASSWORD": "",
"API_TWITTER_KEY": "",
"API_TWITTER_SECRET_KEY": "",
"API_TWITTER_BEARER_TOKEN": "",
"API_DAPPRADAR_KEY": ""
}

View File

@@ -438,7 +438,6 @@ class OpenBBSDK:
`stocksera`: Set Stocksera key.\n
`tokenterminal`: Set Token Terminal key.\n
`tradier`: Set Tradier key\n
`twitter`: Set Twitter key\n
`ultima`: Set Ultima Insights key\n
`walert`: Set Walert key\n
"""

View File

@@ -13,7 +13,6 @@ from openbb_terminal.common.behavioural_analysis import (
google_view,
reddit_view,
stocktwits_view,
twitter_view,
)
from openbb_terminal.core.session.current_user import get_current_user
from openbb_terminal.custom_prompt_toolkit import NestedCompleter
@@ -21,7 +20,6 @@ from openbb_terminal.decorators import log_start_end
from openbb_terminal.helper_funcs import (
EXPORT_BOTH_RAW_DATA_AND_FIGURES,
EXPORT_ONLY_RAW_DATA_ALLOWED,
check_int_range,
check_non_negative,
check_positive,
valid_date,
@@ -53,8 +51,6 @@ class BehaviouralAnalysisController(StockBaseController):
"messages",
"trending",
"stalker",
"infer",
"sentiment",
"mentions",
"regions",
"queries",
@@ -102,8 +98,6 @@ class BehaviouralAnalysisController(StockBaseController):
mt.add_cmd("stalker")
mt.add_cmd("bullbear", self.ticker)
mt.add_cmd("messages", self.ticker)
mt.add_cmd("infer", self.ticker)
mt.add_cmd("sentiment", self.ticker)
mt.add_cmd("mentions", self.ticker)
mt.add_cmd("regions", self.ticker)
mt.add_cmd("interest", self.ticker)
@@ -673,106 +667,6 @@ class BehaviouralAnalysisController(StockBaseController):
else:
console.print("No ticker loaded. Please load using 'load <ticker>'\n")
@log_start_end(log=logger)
def call_infer(self, other_args: List[str]):
"""Process infer command."""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="infer",
description="""
Print quick sentiment inference from last tweets that contain the ticker.
This model splits the text into character-level tokens and uses vader sentiment analysis.
[Source: Twitter]
""",
)
parser.add_argument(
"-l",
"--limit",
action="store",
dest="limit",
type=check_int_range(10, 100),
default=100,
help="limit of latest tweets to infer from.",
)
if other_args and "-" not in other_args[0][0]:
other_args.insert(0, "-l")
ns_parser = self.parse_known_args_and_warn(
parser, other_args, EXPORT_ONLY_RAW_DATA_ALLOWED
)
if ns_parser:
if self.ticker:
twitter_view.display_inference(
symbol=self.ticker,
limit=ns_parser.limit,
export=ns_parser.export,
sheet_name=" ".join(ns_parser.sheet_name)
if ns_parser.sheet_name
else None,
)
else:
console.print("No ticker loaded. Please load using 'load <ticker>'\n")
@log_start_end(log=logger)
def call_sentiment(self, other_args: List[str]):
"""Process sentiment command."""
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="sentiment",
description="""
Plot in-depth sentiment predicted from tweets from last days
that contain pre-defined ticker. [Source: Twitter]
""",
)
# in reality this argument could be 100, but after testing it takes too long
# to compute which may not be acceptable
# TODO: use https://github.com/twintproject/twint instead of twitter API
parser.add_argument(
"-l",
"--limit",
action="store",
dest="limit",
type=check_int_range(10, 62),
default=15,
help="limit of tweets to extract per hour.",
)
parser.add_argument(
"-d",
"--days",
action="store",
dest="n_days_past",
type=check_int_range(1, 6),
default=6,
help="number of days in the past to extract tweets.",
)
parser.add_argument(
"-c",
"--compare",
action="store_true",
dest="compare",
help="show corresponding change in stock price",
)
if other_args and "-" not in other_args[0][0]:
other_args.insert(0, "-l")
ns_parser = self.parse_known_args_and_warn(
parser, other_args, EXPORT_BOTH_RAW_DATA_AND_FIGURES
)
if ns_parser:
if self.ticker:
twitter_view.display_sentiment(
symbol=self.ticker,
n_tweets=ns_parser.limit,
n_days_past=ns_parser.n_days_past,
compare=ns_parser.compare,
export=ns_parser.export,
sheet_name=" ".join(ns_parser.sheet_name)
if ns_parser.sheet_name
else None,
)
else:
console.print("No ticker loaded. Please load using 'load <ticker>'\n")
@log_start_end(log=logger)
def call_headlines(self, other_args: List[str]):
"""Process finbrain command."""

View File

@@ -325,8 +325,9 @@ class FundamentalAnalysisController(StockBaseController):
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="score",
description="""
Value investing tool based on Warren Buffett, Joseph Piotroski
and Benjamin Graham thoughts [Source: FMP]
Value investing based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts [Source: FMP].
Data is gathered from fmp and the scores are calculated using the valinvest library. The repository
For this library can be found here: https://github.com/astro30/valinvest
""",
)
parser.add_argument(

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@@ -29,7 +29,10 @@ logger = logging.getLogger(__name__)
def valinvest_score(
symbol: str, years: int, export: str = "", sheet_name: Optional[str] = None
):
"""Value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts [Source: FMP]
"""
Value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts [Source: FMP]
The data is gathered from fmp and the scores are calculated using the valinvest library. The repository
For this library can be found here: https://github.com/astro30/valinvest
Parameters
----------

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@@ -791,8 +791,11 @@ def terminal(jobs_cmds: Optional[List[str]] = None, test_mode=False):
export_path = ""
if jobs_cmds and "export" in jobs_cmds[0]:
export_path = jobs_cmds[0].split("/")[0].split(" ")[1]
jobs_cmds = ["/".join(jobs_cmds[0].split("/")[1:])]
commands = jobs_cmds[0].split("/")
first_split = commands[0].split(" ")
if len(first_split) > 1:
export_path = first_split[1]
jobs_cmds = ["/".join(commands[1:])]
ret_code = 1
t_controller = TerminalController(jobs_cmds)

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@@ -271,41 +271,6 @@ def test_call_func_expect_queue(expected_queue, func, queue):
[],
dict(),
),
(
"call_tokens",
[],
"graph_view.display_uni_tokens",
[],
dict(),
),
(
"call_stats",
[],
"graph_view.display_uni_stats",
[],
dict(),
),
(
"call_pairs",
[],
"graph_view.display_recently_added",
[],
dict(),
),
(
"call_pools",
[],
"graph_view.display_uni_pools",
[],
dict(),
),
(
"call_swaps",
[],
"graph_view.display_last_uni_swaps",
[],
dict(),
),
(
"call_vaults",
[],

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@@ -1,74 +0,0 @@
# IMPORTATION STANDARD
# IMPORTATION THIRDPARTY
import pandas as pd
import pytest
# IMPORTATION INTERNAL
from openbb_terminal.cryptocurrency.defi import graph_model
@pytest.mark.vcr(record_mode="none")
def test_query_graph_status_400(mocker):
# MOCK GET
attrs = {
"status_code": 400,
}
mock_response = mocker.Mock(**attrs)
mocker.patch(target="requests.post", new=mocker.Mock(return_value=mock_response))
graph_model.query_graph(url="http://MOCK_URL", query="MOCK_QUERY")
@pytest.mark.vcr
@pytest.mark.parametrize(
"func, kwargs",
[
("get_uni_tokens", dict(skip=0, limit=5)),
("get_uniswap_stats", dict()),
("get_uni_pools_by_volume", dict()),
("get_last_uni_swaps", dict(limit=5)),
],
)
def test_call_func(func, kwargs):
df = getattr(graph_model, func)(**kwargs)
assert isinstance(df, pd.DataFrame)
assert not df.empty
@pytest.mark.vcr(filter_post_data_parameters=[("query", "MOCK_QUERY")])
def test_get_uniswap_pool_recently_added():
df = graph_model.get_uniswap_pool_recently_added(
last_days=14, min_volume=100, min_liquidity=0, min_tx=100
)
assert isinstance(df, pd.DataFrame)
assert not df.empty
@pytest.mark.vcr(record_mode="none")
@pytest.mark.parametrize(
"func, kwargs",
[
("get_uni_tokens", dict(skip=0, limit=5)),
("get_uniswap_stats", dict()),
(
"get_uniswap_pool_recently_added",
dict(last_days=14, min_volume=100, min_liquidity=0, min_tx=100),
),
("get_uni_pools_by_volume", dict()),
("get_last_uni_swaps", dict(limit=5)),
],
)
def test_call_func_empty_df(func, kwargs, mocker):
# MOCK QUERY_GRAPH
mocker.patch(
target="openbb_terminal.cryptocurrency.defi.graph_model.query_graph",
return_value={},
)
df = getattr(graph_model, func)(**kwargs)
assert isinstance(df, pd.DataFrame)
assert df.empty

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@@ -1,38 +0,0 @@
# IMPORTATION STANDARD
# IMPORTATION THIRDPARTY
import pytest
# IMPORTATION INTERNAL
from openbb_terminal.cryptocurrency.defi import graph_view
@pytest.mark.vcr
@pytest.mark.parametrize(
"func, kwargs",
[
("display_uni_tokens", dict(skip=0, limit=5)),
("display_uni_stats", dict()),
("display_uni_pools", dict()),
("display_last_uni_swaps", dict(limit=5)),
],
)
def test_call_func(func, kwargs, mocker):
# MOCK EXPORT_DATA
mocker.patch(target="openbb_terminal.cryptocurrency.defi.graph_view.export_data")
getattr(graph_view, func)(**kwargs)
@pytest.mark.vcr(filter_post_data_parameters=[("query", "MOCK_QUERY")])
def test_display_recently_added(mocker):
# MOCK EXPORT_DATA
mocker.patch(target="openbb_terminal.cryptocurrency.defi.graph_view.export_data")
graph_view.display_recently_added(
limit=10,
days=7,
min_volume=20,
min_liquidity=0,
min_tx=100,
)

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@@ -1,10 +1,5 @@
newsletter recent DeFi related newsletters [Substack]
vaults top DeFi Vaults on different blockchains [Coindix]
tokens tokens trade-able on Uniswap [TheGraph]
stats base statistics about Uniswap [TheGraph]
pairs recently added pairs on Uniswap [TheGraph]
pools pools by volume on Uniswap [TheGraph]
swaps recent swaps done on Uniswap [TheGraph]
ldapps lists dApps [DeFiLlama]
gdapps top DeFi dApps grouped by chain [DeFiLlama]
stvl historical values of the total sum of TVLs from all dApps [DeFiLlama]

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@@ -297,27 +297,6 @@ def test_call_func_expect_queue(expected_queue, queue, func):
limit=5,
),
),
(
"call_infer",
["--limit=20", "--export=csv"],
"twitter_view.display_inference",
[],
dict(symbol="MOCK_TICKER", limit=20, export="csv", sheet_name=None),
),
(
"call_sentiment",
["--limit=20", "--days=2", "--compare", "--export=csv"],
"twitter_view.display_sentiment",
[],
dict(
symbol="MOCK_TICKER",
n_tweets=20,
n_days_past=2,
compare=True,
export="csv",
sheet_name=None,
),
),
(
"call_mentions",
["--start=2020-12-01", "--export=csv"],
@@ -422,8 +401,6 @@ def test_call_func(
"call_messages",
"call_trending",
"call_stalker",
"call_infer",
"call_sentiment",
"call_mentions",
"call_regions",
"call_queries",
@@ -456,8 +433,6 @@ def test_call_func_no_parser(func, mocker):
"func",
[
"call_headlines",
"call_sentiment",
"call_infer",
"call_rise",
"call_queries",
"call_regions",

View File

@@ -12,8 +12,6 @@ Ticker: TSLA
stalker stalk stocktwits user's last messages [Stocktwits]
bullbear estimate quick sentiment from last 30 messages on board [Stocktwits]
messages output up to the 30 last messages on the board [Stocktwits]
infer infer about stock's sentiment from latest tweets [Twitter]
sentiment in-depth sentiment prediction from tweets over time [Twitter]
mentions interest over time based on stock's mentions [Google]
regions regions that show highest interest in stock [Google]
interest interest over time of sentences versus stock price [Google]

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@@ -148,12 +148,6 @@ def test_call_reddit(other):
controller.call_reddit(other)
@pytest.mark.vcr
@pytest.mark.parametrize("other", [[], ["-k", "1234", "-s", "4567", "-t", "890"]])
def test_call_twitter(other):
controller.call_twitter(other)
@pytest.mark.vcr
@pytest.mark.parametrize("other", [[], ["-u", "1234", "-p", "4567"]])
def test_call_rh(other):

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@@ -367,34 +367,6 @@ def test_set_bitquery_key(args: List[str], persist: bool, show_output: bool, moc
mock_check.assert_called_once_with(show_output)
@pytest.mark.vcr
@pytest.mark.parametrize(
"args, persist, show_output",
[
(
["test_key", "test_secret", "test_access_token"],
False,
True,
),
(
["test_key", "test_secret", "test_access_token"],
False,
False,
),
],
)
def test_set_twitter_key(args: List[str], persist: bool, show_output: bool, mocker):
mock_check = mocker.patch("openbb_terminal.keys_model.check_twitter_key")
keys_model.set_twitter_key(
key=args[0],
secret=args[1],
access_token=args[2],
persist=persist,
show_output=show_output,
)
mock_check.assert_called_once_with(show_output)
@pytest.mark.vcr
@pytest.mark.parametrize(
"args, persist, show_output",

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@@ -1,83 +0,0 @@
---
title: pairs
description: OpenBB SDK Function
---
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
# pairs
<Tabs>
<TabItem value="model" label="Model" default>
Get lastly added trade-able pairs on Uniswap with parameters like:
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_model.py#L164)]
```python
openbb.crypto.defi.pairs(last_days: int = 14, min_volume: int = 100, min_liquidity: int = 0, min_tx: int = 100)
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| last_days | int | How many days back to look for added pairs. | 14 | True |
| min_volume | int | Minimum volume | 100 | True |
| min_liquidity | int | Minimum liquidity | 0 | True |
| min_tx | int | Minimum number of transactions done in given pool. | 100 | True |
---
## Returns
| Type | Description |
| ---- | ----------- |
| pd.DataFrame | Lastly added pairs on Uniswap DEX. |
---
</TabItem>
<TabItem value="view" label="Chart">
Prints table showing Lastly added pairs on Uniswap DEX.
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_view.py#L102)]
```python
openbb.crypto.defi.pairs_chart(limit: int = 20, days: int = 7, min_volume: int = 20, min_liquidity: int = 0, min_tx: int = 100, sortby: str = "created", ascend: bool = False, export: str = "")
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| limit | int | Number of records to display | 20 | True |
| days | int | Number of days the pair has been active, | 7 | True |
| min_volume | int | Minimum trading volume, | 20 | True |
| min_liquidity | int | Minimum liquidity | 0 | True |
| min_tx | int | Minimum number of transactions | 100 | True |
| sortby | str | Key by which to sort data | created | True |
| ascend | bool | Flag to sort data descending | False | True |
| export | str | Export dataframe data to csv,json,xlsx file | | True |
---
## Returns
This function does not return anything
---
</TabItem>
</Tabs>

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@@ -1,73 +0,0 @@
---
title: pools
description: OpenBB SDK Function
---
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
# pools
<Tabs>
<TabItem value="model" label="Model" default>
Get uniswap pools by volume. [Source: https://thegraph.com/en/]
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_model.py#L253)]
```python
openbb.crypto.defi.pools()
```
---
## Parameters
This function does not take any parameters.
---
## Returns
| Type | Description |
| ---- | ----------- |
| pd.DataFrame | Trade-able pairs listed on Uniswap by top volume. |
---
</TabItem>
<TabItem value="view" label="Chart">
Prints table showing uniswap pools by volume.
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_view.py#L170)]
```python
openbb.crypto.defi.pools_chart(limit: int = 20, sortby: str = "volumeUSD", ascend: bool = True, export: str = "")
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| limit | int | Number of records to display | 20 | True |
| sortby | str | Key by which to sort data. The table can be sorted by every of its columns<br/>(see https://bit.ly/3ORagr1 then press ctrl-enter or execute the query). | volumeUSD | True |
| ascend | bool | Flag to sort data descending | True | True |
| export | str | Export dataframe data to csv,json,xlsx file | | True |
---
## Returns
This function does not return anything
---
</TabItem>
</Tabs>

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@@ -1,70 +0,0 @@
---
title: stats
description: OpenBB SDK Function
---
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
# stats
<Tabs>
<TabItem value="model" label="Model" default>
Get base statistics about Uniswap DEX. [Source: https://thegraph.com/en/]
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_model.py#L124)]
```python
openbb.crypto.defi.stats()
```
---
## Parameters
This function does not take any parameters.
---
## Returns
| Type | Description |
| ---- | ----------- |
| pd.DataFrame | Uniswap DEX statistics like liquidity, volume, number of pairs, number of transactions. |
---
</TabItem>
<TabItem value="view" label="Chart">
Prints table showing base statistics about Uniswap DEX. [Source: https://thegraph.com/en/]
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_view.py#L72)]
```python
openbb.crypto.defi.stats_chart(export: str = "")
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| export | str | Export dataframe data to csv,json,xlsx file | | True |
---
## Returns
This function does not return anything
---
</TabItem>
</Tabs>

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@@ -1,78 +0,0 @@
---
title: swaps
description: OpenBB SDK Function
---
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
# swaps
<Tabs>
<TabItem value="model" label="Model" default>
Get the last 100 swaps done on Uniswap [Source: https://thegraph.com/en/]
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_model.py#L296)]
```python
openbb.crypto.defi.swaps(limit: int = 100, sortby: str = "timestamp", ascend: bool = False)
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| limit | int | Number of swaps to return. Maximum possible number: 1000. | 100 | True |
| sortby | str | Key by which to sort data. The table can be sorted by every of its columns<br/>(see https://api.thegraph.com/subgraphs/name/uniswap/uniswap-v2). | timestamp | True |
| ascend | bool | Flag to sort data descending | False | True |
---
## Returns
| Type | Description |
| ---- | ----------- |
| pd.DataFrame | Last 100 swaps on Uniswap |
---
</TabItem>
<TabItem value="view" label="Chart">
Prints table showing last swaps done on Uniswap
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_view.py#L218)]
```python
openbb.crypto.defi.swaps_chart(limit: int = 10, sortby: str = "timestamp", ascend: bool = False, export: str = "")
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| limit | int | Number of records to display | 10 | True |
| sortby | str | Key by which to sort data. The table can be sorted by every of its columns<br/>(see https://api.thegraph.com/subgraphs/name/uniswap/uniswap-v2). | timestamp | True |
| ascend | bool | Flag to sort data descending | False | True |
| export | str | Export dataframe data to csv,json,xlsx file | | True |
---
## Returns
This function does not return anything
---
</TabItem>
</Tabs>

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@@ -1,80 +0,0 @@
---
title: tokens
description: OpenBB SDK Function
---
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
# tokens
<Tabs>
<TabItem value="model" label="Model" default>
Get list of tokens trade-able on Uniswap DEX. [Source: https://thegraph.com/en/]
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_model.py#L81)]
```python
openbb.crypto.defi.tokens(skip: int = 0, limit: int = 100, sortby: str = "index", ascend: bool = False)
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| skip | int | Skip n number of records. | 0 | True |
| limit | int | Show n number of records. | 100 | True |
| sortby | str | The column to sort by | index | True |
| ascend | bool | Whether to sort in ascending order | False | True |
---
## Returns
| Type | Description |
| ---- | ----------- |
| pd.DataFrame | Uniswap tokens with trading volume, transaction count, liquidity. |
---
</TabItem>
<TabItem value="view" label="Chart">
Prints table showing tokens trade-able on Uniswap DEX.
Source Code: [[link](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_terminal/cryptocurrency/defi/graph_view.py#L18)]
```python
openbb.crypto.defi.tokens_chart(skip: int = 0, limit: int = 20, sortby: str = "index", ascend: bool = False, export: str = "")
```
---
## Parameters
| Name | Type | Description | Default | Optional |
| ---- | ---- | ----------- | ------- | -------- |
| skip | int | Number of records to skip | 0 | True |
| limit | int | Number of records to display | 20 | True |
| sortby | str | Key by which to sort data | index | True |
| ascend | bool | Flag to sort data descending | False | True |
| export | str | Export dataframe data to csv,json,xlsx file | | True |
---
## Returns
This function does not return anything
---
</TabItem>
</Tabs>

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@@ -2,7 +2,7 @@
title: Setting API Keys
sidebar_position: 1
description: API (Application Programming Interface) keys are access credentials for accessing data from a particular source. Learn how to set, manage, and access data APIs for the OpenBB Terminal.
keywords: [api, keys, api keys, openbb terminal, data provider, data, free, alpha vantage, fred, iex, twitter, degiro, binance, coinglass, polygon, intrinio, sdk, alphavantage, bitquery, coinbase, databento, finnhub, FRED, github, glassnode, iex cloud, news API, robinhood, santiment, shroomdk, token terminal, tradier, twitter, whale alert]
keywords: [api, keys, api keys, openbb terminal, data provider, data, free, alpha vantage, fred, iex, degiro, binance, coinglass, polygon, intrinio, sdk, alphavantage, bitquery, coinbase, databento, finnhub, FRED, github, glassnode, iex cloud, news API, robinhood, santiment, shroomdk, token terminal, tradier, whale alert]
---
import HeadTitle from '@site/src/components/General/HeadTitle.tsx';