Reading a published book¶

This guide covers the consumer side of the SDK: addressing a book, choosing an edition, and pulling data out of it.

Reading published data needs no credentials, so everything below runs unauthenticated.

Connecting¶

Bookshelf provides a number of high-level functions on top of the bookshelf API. The deployment it talks to resolves from the base_url argument, then $BOOKSHELF_URL, then the production URL.

In [1]:

  Copied!     
 
from bookshelf import Bookshelf

bs = Bookshelf()
from bookshelf import Bookshelf bs = Bookshelf()

The client is long lived by design. Token state lives in the credential provider and each surface pools connections, so build one client and keep it. A notebook can construct it plainly and never close it. A script or service should use it as a context manager, or call bs.close() at shutdown.

Addressing a book¶

A book is addressed by volume and version. Omitting edition= resolves the latest published edition.

In [2]:

  Copied!     
 
book = bs.book("rcmip-emissions", "v5.1.0")
book
book = bs.book("rcmip-emissions", "v5.1.0") book

Out[2]:

Bookshelf Book 'rcmip-emissions' v5.1.0_e002 (entries: 4)

Book

status	published
visibility	public
book_id	ddcb36f4-0469-4a03-abf3-80ce31ac7dc2

Entries

build.html	document
build.ipynb	document
complete	timeseries
magicc	timeseries

Access

book["build.html"]

The metadata carries the coordinates that were actually resolved. Record the edition whenever a result needs to be reproducible later, because the latest edition moves as data is reprocessed.

In [3]:

  Copied!     
 
book.metadata.volume_name, book.metadata.version, book.metadata.edition
book.metadata.volume_name, book.metadata.version, book.metadata.edition

Out[3]:

('rcmip-emissions', 'v5.1.0', 2)

Pass edition= to pin one. This is the form to use in analysis that has to give the same answer next year.

In [4]:

  Copied!     
 
pinned = bs.book("primap-hist", "v2.6", edition=5)
pinned.metadata.version, pinned.metadata.edition
pinned = bs.book("primap-hist", "v2.6", edition=5) pinned.metadata.version, pinned.metadata.edition

Out[4]:

('v2.6', 5)

Book entries¶

A book holds one or more named entries, and indexing it returns a BookEntry.

In [5]:

  Copied!     
 
entry = book["magicc"]
entry
entry = book["magicc"] entry

Out[5]:

Bookshelf Book Entry 'magicc' (timeseries)

Identity

tracking_id	23ef0e7f-e106-49bc-a739-83ed2613a7a9
book_id	ddcb36f4-0469-4a03-abf3-80ce31ac7dc2
visibility	public

Read

as_df() as_long_df() as_scmrun() as_polars() as_arrow() fetch() as_path()

Explore

query() facets() preview() schema()

Asking for an entry that does not exist reports what is available, so a typo does not turn into a lookup through the API docs.

In [6]:

  Copied!     
 
try:
    book["does-not-exist"]
except KeyError as exc:
    print(exc)
try: book["does-not-exist"] except KeyError as exc: print(exc)

"book v5.1.0_e002 has no entry 'does-not-exist', available: build.html, build.ipynb, complete, magicc"

Exploring before pulling data¶

magicc is a large entry, so explore its shape first rather than downloading it to find out. Three helpers describe an entry without pulling any of it: facets() returns each index column and its distinct values, schema() describes the timeseries structure, and preview() returns a small tabular sample.

Start with facets(), where total_unique counts across the whole entry.

In [7]:

  Copied!     
 
facets = entry.facets()
[(facet.column, facet.total_unique) for facet in facets.facets]
facets = entry.facets() [(facet.column, facet.total_unique) for facet in facets.facets]

Out[7]:

[('activity_id', 2),
 ('mip_era', 2),
 ('model', 11),
 ('region', 6),
 ('scenario', 22),
 ('unit', 51),
 ('variable', 53)]

The values themselves hang off each facet, carrying the number of series that use them, which is how to work out what is worth filtering on.

In [8]:

  Copied!     
 
scenarios = next(facet for facet in facets.facets if facet.column == "scenario")
sorted((value.value, value.count) for value in scenarios.values)[:10]
scenarios = next(facet for facet in facets.facets if facet.column == "scenario") sorted((value.value, value.count) for value in scenarios.values)[:10]

Out[8]:

[('esm-bell-1000PgC', 40),
 ('esm-bell-2000PgC', 40),
 ('esm-bell-750PgC', 40),
 ('esm-pi-CO2pulse', 40),
 ('esm-pi-cdr-pulse', 40),
 ('esm-piControl', 40),
 ('historical', 113),
 ('historical-cmip5', 40),
 ('rcp26', 40),
 ('rcp45', 40)]

schema() reports the same structure without any values at all, so total_rows is the number of series waiting behind it.

In [9]:

  Copied!     
 
schema = entry.schema()
schema.columns, schema.total_rows
schema = entry.schema() schema.columns, schema.total_rows

Out[9]:

(['activity_id', 'mip_era', 'model', 'region', 'scenario', 'unit', 'variable'],
 1683)

When none of that substitutes for looking at the data, preview() returns a sample.

In [10]:

  Copied!     
 
entry.preview(limit=5)
entry.preview(limit=5)

Out[10]:

PreviewResponse(columns=[ColumnMetadata(key='activity_id', label='Activity Id', type=<Type1.string: 'string'>), ColumnMetadata(key='mip_era', label='Mip Era', type=<Type1.string: 'string'>), ColumnMetadata(key='model', label='Model', type=<Type1.string: 'string'>), ColumnMetadata(key='region', label='Region', type=<Type1.string: 'string'>), ColumnMetadata(key='scenario', label='Scenario', type=<Type1.string: 'string'>), ColumnMetadata(key='unit', label='Unit', type=<Type1.string: 'string'>), ColumnMetadata(key='variable', label='Variable', type=<Type1.string: 'string'>), ColumnMetadata(key='1750-01-01 00:00:00', label='1750-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1751-01-01 00:00:00', label='1751-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1752-01-01 00:00:00', label='1752-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1753-01-01 00:00:00', label='1753-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1754-01-01 00:00:00', label='1754-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1755-01-01 00:00:00', label='1755-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1756-01-01 00:00:00', label='1756-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1757-01-01 00:00:00', label='1757-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1758-01-01 00:00:00', label='1758-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1759-01-01 00:00:00', label='1759-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1760-01-01 00:00:00', label='1760-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1761-01-01 00:00:00', label='1761-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1762-01-01 00:00:00', label='1762-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1763-01-01 00:00:00', label='1763-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1764-01-01 00:00:00', label='1764-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1765-01-01 00:00:00', label='1765-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1766-01-01 00:00:00', label='1766-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1767-01-01 00:00:00', label='1767-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1768-01-01 00:00:00', label='1768-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1769-01-01 00:00:00', label='1769-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1770-01-01 00:00:00', label='1770-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1771-01-01 00:00:00', label='1771-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1772-01-01 00:00:00', label='1772-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1773-01-01 00:00:00', label='1773-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1774-01-01 00:00:00', label='1774-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1775-01-01 00:00:00', label='1775-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1776-01-01 00:00:00', label='1776-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1777-01-01 00:00:00', label='1777-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1778-01-01 00:00:00', label='1778-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1779-01-01 00:00:00', label='1779-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1780-01-01 00:00:00', label='1780-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1781-01-01 00:00:00', label='1781-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1782-01-01 00:00:00', label='1782-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1783-01-01 00:00:00', label='1783-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1784-01-01 00:00:00', label='1784-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1785-01-01 00:00:00', label='1785-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1786-01-01 00:00:00', label='1786-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1787-01-01 00:00:00', label='1787-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1788-01-01 00:00:00', label='1788-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1789-01-01 00:00:00', label='1789-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1790-01-01 00:00:00', label='1790-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1791-01-01 00:00:00', label='1791-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1792-01-01 00:00:00', label='1792-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1793-01-01 00:00:00', label='1793-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1794-01-01 00:00:00', label='1794-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1795-01-01 00:00:00', label='1795-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1796-01-01 00:00:00', label='1796-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1797-01-01 00:00:00', label='1797-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1798-01-01 00:00:00', label='1798-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1799-01-01 00:00:00', label='1799-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1800-01-01 00:00:00', label='1800-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1801-01-01 00:00:00', label='1801-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1802-01-01 00:00:00', label='1802-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1803-01-01 00:00:00', label='1803-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1804-01-01 00:00:00', label='1804-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1805-01-01 00:00:00', label='1805-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1806-01-01 00:00:00', label='1806-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1807-01-01 00:00:00', label='1807-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1808-01-01 00:00:00', label='1808-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1809-01-01 00:00:00', label='1809-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1810-01-01 00:00:00', label='1810-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1811-01-01 00:00:00', label='1811-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1812-01-01 00:00:00', label='1812-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1813-01-01 00:00:00', label='1813-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1814-01-01 00:00:00', label='1814-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1815-01-01 00:00:00', label='1815-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1816-01-01 00:00:00', label='1816-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1817-01-01 00:00:00', label='1817-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1818-01-01 00:00:00', label='1818-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1819-01-01 00:00:00', label='1819-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1820-01-01 00:00:00', label='1820-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1821-01-01 00:00:00', label='1821-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1822-01-01 00:00:00', label='1822-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1823-01-01 00:00:00', label='1823-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1824-01-01 00:00:00', label='1824-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1825-01-01 00:00:00', label='1825-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1826-01-01 00:00:00', label='1826-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1827-01-01 00:00:00', label='1827-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1828-01-01 00:00:00', label='1828-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1829-01-01 00:00:00', label='1829-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1830-01-01 00:00:00', label='1830-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1831-01-01 00:00:00', label='1831-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1832-01-01 00:00:00', label='1832-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1833-01-01 00:00:00', label='1833-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1834-01-01 00:00:00', label='1834-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1835-01-01 00:00:00', label='1835-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1836-01-01 00:00:00', label='1836-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1837-01-01 00:00:00', label='1837-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1838-01-01 00:00:00', label='1838-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1839-01-01 00:00:00', label='1839-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1840-01-01 00:00:00', label='1840-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1841-01-01 00:00:00', label='1841-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1842-01-01 00:00:00', label='1842-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1843-01-01 00:00:00', label='1843-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1844-01-01 00:00:00', label='1844-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1845-01-01 00:00:00', label='1845-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1846-01-01 00:00:00', label='1846-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1847-01-01 00:00:00', label='1847-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1848-01-01 00:00:00', label='1848-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1849-01-01 00:00:00', label='1849-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1850-01-01 00:00:00', label='1850-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1851-01-01 00:00:00', label='1851-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1852-01-01 00:00:00', label='1852-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1853-01-01 00:00:00', label='1853-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1854-01-01 00:00:00', label='1854-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1855-01-01 00:00:00', label='1855-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1856-01-01 00:00:00', label='1856-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1857-01-01 00:00:00', label='1857-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1858-01-01 00:00:00', label='1858-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1859-01-01 00:00:00', label='1859-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1860-01-01 00:00:00', label='1860-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1861-01-01 00:00:00', label='1861-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1862-01-01 00:00:00', label='1862-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1863-01-01 00:00:00', label='1863-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1864-01-01 00:00:00', label='1864-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1865-01-01 00:00:00', label='1865-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1866-01-01 00:00:00', label='1866-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1867-01-01 00:00:00', label='1867-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1868-01-01 00:00:00', label='1868-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1869-01-01 00:00:00', label='1869-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1870-01-01 00:00:00', label='1870-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1871-01-01 00:00:00', label='1871-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1872-01-01 00:00:00', label='1872-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1873-01-01 00:00:00', label='1873-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1874-01-01 00:00:00', label='1874-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1875-01-01 00:00:00', label='1875-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1876-01-01 00:00:00', label='1876-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1877-01-01 00:00:00', label='1877-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1878-01-01 00:00:00', label='1878-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1879-01-01 00:00:00', label='1879-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1880-01-01 00:00:00', label='1880-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1881-01-01 00:00:00', label='1881-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1882-01-01 00:00:00', label='1882-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1883-01-01 00:00:00', label='1883-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1884-01-01 00:00:00', label='1884-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1885-01-01 00:00:00', label='1885-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1886-01-01 00:00:00', label='1886-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1887-01-01 00:00:00', label='1887-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1888-01-01 00:00:00', label='1888-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1889-01-01 00:00:00', label='1889-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1890-01-01 00:00:00', label='1890-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1891-01-01 00:00:00', label='1891-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1892-01-01 00:00:00', label='1892-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1893-01-01 00:00:00', label='1893-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1894-01-01 00:00:00', label='1894-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1895-01-01 00:00:00', label='1895-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1896-01-01 00:00:00', label='1896-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1897-01-01 00:00:00', label='1897-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1898-01-01 00:00:00', label='1898-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1899-01-01 00:00:00', label='1899-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1900-01-01 00:00:00', label='1900-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1901-01-01 00:00:00', label='1901-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1902-01-01 00:00:00', label='1902-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1903-01-01 00:00:00', label='1903-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1904-01-01 00:00:00', label='1904-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1905-01-01 00:00:00', label='1905-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1906-01-01 00:00:00', label='1906-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1907-01-01 00:00:00', label='1907-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1908-01-01 00:00:00', label='1908-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1909-01-01 00:00:00', label='1909-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1910-01-01 00:00:00', label='1910-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1911-01-01 00:00:00', label='1911-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1912-01-01 00:00:00', label='1912-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1913-01-01 00:00:00', label='1913-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1914-01-01 00:00:00', label='1914-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1915-01-01 00:00:00', label='1915-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1916-01-01 00:00:00', label='1916-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1917-01-01 00:00:00', label='1917-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1918-01-01 00:00:00', label='1918-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1919-01-01 00:00:00', label='1919-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1920-01-01 00:00:00', label='1920-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1921-01-01 00:00:00', label='1921-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1922-01-01 00:00:00', label='1922-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1923-01-01 00:00:00', label='1923-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1924-01-01 00:00:00', label='1924-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1925-01-01 00:00:00', label='1925-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1926-01-01 00:00:00', label='1926-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1927-01-01 00:00:00', label='1927-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1928-01-01 00:00:00', label='1928-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1929-01-01 00:00:00', label='1929-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1930-01-01 00:00:00', label='1930-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1931-01-01 00:00:00', label='1931-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1932-01-01 00:00:00', label='1932-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1933-01-01 00:00:00', label='1933-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1934-01-01 00:00:00', label='1934-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1935-01-01 00:00:00', label='1935-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1936-01-01 00:00:00', label='1936-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1937-01-01 00:00:00', label='1937-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1938-01-01 00:00:00', label='1938-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1939-01-01 00:00:00', label='1939-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1940-01-01 00:00:00', label='1940-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1941-01-01 00:00:00', label='1941-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1942-01-01 00:00:00', label='1942-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1943-01-01 00:00:00', label='1943-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1944-01-01 00:00:00', label='1944-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1945-01-01 00:00:00', label='1945-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1946-01-01 00:00:00', label='1946-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1947-01-01 00:00:00', label='1947-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1948-01-01 00:00:00', label='1948-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1949-01-01 00:00:00', label='1949-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1950-01-01 00:00:00', label='1950-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1951-01-01 00:00:00', label='1951-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1952-01-01 00:00:00', label='1952-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1953-01-01 00:00:00', label='1953-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1954-01-01 00:00:00', label='1954-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1955-01-01 00:00:00', label='1955-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1956-01-01 00:00:00', label='1956-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1957-01-01 00:00:00', label='1957-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1958-01-01 00:00:00', label='1958-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1959-01-01 00:00:00', label='1959-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1960-01-01 00:00:00', label='1960-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1961-01-01 00:00:00', label='1961-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1962-01-01 00:00:00', label='1962-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1963-01-01 00:00:00', label='1963-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1964-01-01 00:00:00', label='1964-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1965-01-01 00:00:00', label='1965-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1966-01-01 00:00:00', label='1966-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1967-01-01 00:00:00', label='1967-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1968-01-01 00:00:00', label='1968-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1969-01-01 00:00:00', label='1969-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1970-01-01 00:00:00', label='1970-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1971-01-01 00:00:00', label='1971-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1972-01-01 00:00:00', label='1972-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1973-01-01 00:00:00', label='1973-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1974-01-01 00:00:00', label='1974-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1975-01-01 00:00:00', label='1975-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1976-01-01 00:00:00', label='1976-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1977-01-01 00:00:00', label='1977-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1978-01-01 00:00:00', label='1978-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1979-01-01 00:00:00', label='1979-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1980-01-01 00:00:00', label='1980-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1981-01-01 00:00:00', label='1981-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1982-01-01 00:00:00', label='1982-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1983-01-01 00:00:00', label='1983-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1984-01-01 00:00:00', label='1984-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1985-01-01 00:00:00', label='1985-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1986-01-01 00:00:00', label='1986-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1987-01-01 00:00:00', label='1987-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1988-01-01 00:00:00', label='1988-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1989-01-01 00:00:00', label='1989-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1990-01-01 00:00:00', label='1990-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1991-01-01 00:00:00', label='1991-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1992-01-01 00:00:00', label='1992-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1993-01-01 00:00:00', label='1993-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1994-01-01 00:00:00', label='1994-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1995-01-01 00:00:00', label='1995-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1996-01-01 00:00:00', label='1996-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1997-01-01 00:00:00', label='1997-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1998-01-01 00:00:00', label='1998-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='1999-01-01 00:00:00', label='1999-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2000-01-01 00:00:00', label='2000-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2001-01-01 00:00:00', label='2001-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2002-01-01 00:00:00', label='2002-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2003-01-01 00:00:00', label='2003-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2004-01-01 00:00:00', label='2004-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2005-01-01 00:00:00', label='2005-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2006-01-01 00:00:00', label='2006-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2007-01-01 00:00:00', label='2007-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2008-01-01 00:00:00', label='2008-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2009-01-01 00:00:00', label='2009-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2010-01-01 00:00:00', label='2010-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2011-01-01 00:00:00', label='2011-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2012-01-01 00:00:00', label='2012-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2013-01-01 00:00:00', label='2013-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2014-01-01 00:00:00', label='2014-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2015-01-01 00:00:00', label='2015-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2016-01-01 00:00:00', label='2016-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2017-01-01 00:00:00', label='2017-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2018-01-01 00:00:00', label='2018-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2019-01-01 00:00:00', label='2019-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2020-01-01 00:00:00', label='2020-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2021-01-01 00:00:00', label='2021-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2022-01-01 00:00:00', label='2022-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2023-01-01 00:00:00', label='2023-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2024-01-01 00:00:00', label='2024-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2025-01-01 00:00:00', label='2025-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2026-01-01 00:00:00', label='2026-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2027-01-01 00:00:00', label='2027-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2028-01-01 00:00:00', label='2028-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2029-01-01 00:00:00', label='2029-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2030-01-01 00:00:00', label='2030-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2031-01-01 00:00:00', label='2031-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2032-01-01 00:00:00', label='2032-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2033-01-01 00:00:00', label='2033-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2034-01-01 00:00:00', label='2034-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2035-01-01 00:00:00', label='2035-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2036-01-01 00:00:00', label='2036-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2037-01-01 00:00:00', label='2037-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2038-01-01 00:00:00', label='2038-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2039-01-01 00:00:00', label='2039-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2040-01-01 00:00:00', label='2040-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2041-01-01 00:00:00', label='2041-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2042-01-01 00:00:00', label='2042-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2043-01-01 00:00:00', label='2043-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2044-01-01 00:00:00', label='2044-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2045-01-01 00:00:00', label='2045-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2046-01-01 00:00:00', label='2046-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2047-01-01 00:00:00', label='2047-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2048-01-01 00:00:00', label='2048-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2049-01-01 00:00:00', label='2049-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2050-01-01 00:00:00', label='2050-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2051-01-01 00:00:00', label='2051-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2052-01-01 00:00:00', label='2052-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2053-01-01 00:00:00', label='2053-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2054-01-01 00:00:00', label='2054-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2055-01-01 00:00:00', label='2055-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2056-01-01 00:00:00', label='2056-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2057-01-01 00:00:00', label='2057-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2058-01-01 00:00:00', label='2058-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2059-01-01 00:00:00', label='2059-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2060-01-01 00:00:00', label='2060-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2061-01-01 00:00:00', label='2061-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2062-01-01 00:00:00', label='2062-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2063-01-01 00:00:00', label='2063-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2064-01-01 00:00:00', label='2064-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2065-01-01 00:00:00', label='2065-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2066-01-01 00:00:00', label='2066-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2067-01-01 00:00:00', label='2067-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2068-01-01 00:00:00', label='2068-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2069-01-01 00:00:00', label='2069-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2070-01-01 00:00:00', label='2070-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2071-01-01 00:00:00', label='2071-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2072-01-01 00:00:00', label='2072-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2073-01-01 00:00:00', label='2073-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2074-01-01 00:00:00', label='2074-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2075-01-01 00:00:00', label='2075-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2076-01-01 00:00:00', label='2076-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2077-01-01 00:00:00', label='2077-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2078-01-01 00:00:00', label='2078-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2079-01-01 00:00:00', label='2079-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2080-01-01 00:00:00', label='2080-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2081-01-01 00:00:00', label='2081-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2082-01-01 00:00:00', label='2082-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2083-01-01 00:00:00', label='2083-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2084-01-01 00:00:00', label='2084-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2085-01-01 00:00:00', label='2085-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2086-01-01 00:00:00', label='2086-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2087-01-01 00:00:00', label='2087-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2088-01-01 00:00:00', label='2088-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2089-01-01 00:00:00', label='2089-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2090-01-01 00:00:00', label='2090-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2091-01-01 00:00:00', label='2091-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2092-01-01 00:00:00', label='2092-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2093-01-01 00:00:00', label='2093-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2094-01-01 00:00:00', label='2094-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2095-01-01 00:00:00', label='2095-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2096-01-01 00:00:00', label='2096-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2097-01-01 00:00:00', label='2097-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2098-01-01 00:00:00', label='2098-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2099-01-01 00:00:00', label='2099-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2100-01-01 00:00:00', label='2100-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2101-01-01 00:00:00', label='2101-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2102-01-01 00:00:00', label='2102-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2103-01-01 00:00:00', label='2103-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2104-01-01 00:00:00', label='2104-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2105-01-01 00:00:00', label='2105-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2106-01-01 00:00:00', label='2106-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2107-01-01 00:00:00', label='2107-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2108-01-01 00:00:00', label='2108-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2109-01-01 00:00:00', label='2109-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2110-01-01 00:00:00', label='2110-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2111-01-01 00:00:00', label='2111-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2112-01-01 00:00:00', label='2112-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2113-01-01 00:00:00', label='2113-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2114-01-01 00:00:00', label='2114-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2115-01-01 00:00:00', label='2115-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2116-01-01 00:00:00', label='2116-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2117-01-01 00:00:00', label='2117-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2118-01-01 00:00:00', label='2118-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2119-01-01 00:00:00', label='2119-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2120-01-01 00:00:00', label='2120-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2121-01-01 00:00:00', label='2121-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2122-01-01 00:00:00', label='2122-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2123-01-01 00:00:00', label='2123-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2124-01-01 00:00:00', label='2124-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2125-01-01 00:00:00', label='2125-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2126-01-01 00:00:00', label='2126-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2127-01-01 00:00:00', label='2127-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2128-01-01 00:00:00', label='2128-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2129-01-01 00:00:00', label='2129-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2130-01-01 00:00:00', label='2130-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2131-01-01 00:00:00', label='2131-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2132-01-01 00:00:00', label='2132-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2133-01-01 00:00:00', label='2133-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2134-01-01 00:00:00', label='2134-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2135-01-01 00:00:00', label='2135-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2136-01-01 00:00:00', label='2136-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2137-01-01 00:00:00', label='2137-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2138-01-01 00:00:00', label='2138-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2139-01-01 00:00:00', label='2139-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2140-01-01 00:00:00', label='2140-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2141-01-01 00:00:00', label='2141-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2142-01-01 00:00:00', label='2142-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2143-01-01 00:00:00', label='2143-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2144-01-01 00:00:00', label='2144-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2145-01-01 00:00:00', label='2145-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2146-01-01 00:00:00', label='2146-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2147-01-01 00:00:00', label='2147-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2148-01-01 00:00:00', label='2148-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2149-01-01 00:00:00', label='2149-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2150-01-01 00:00:00', label='2150-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2151-01-01 00:00:00', label='2151-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2152-01-01 00:00:00', label='2152-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2153-01-01 00:00:00', label='2153-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2154-01-01 00:00:00', label='2154-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2155-01-01 00:00:00', label='2155-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2156-01-01 00:00:00', label='2156-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2157-01-01 00:00:00', label='2157-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2158-01-01 00:00:00', label='2158-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2159-01-01 00:00:00', label='2159-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2160-01-01 00:00:00', label='2160-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2161-01-01 00:00:00', label='2161-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2162-01-01 00:00:00', label='2162-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2163-01-01 00:00:00', label='2163-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2164-01-01 00:00:00', label='2164-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2165-01-01 00:00:00', label='2165-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2166-01-01 00:00:00', label='2166-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2167-01-01 00:00:00', label='2167-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2168-01-01 00:00:00', label='2168-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2169-01-01 00:00:00', label='2169-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2170-01-01 00:00:00', label='2170-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2171-01-01 00:00:00', label='2171-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2172-01-01 00:00:00', label='2172-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2173-01-01 00:00:00', label='2173-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2174-01-01 00:00:00', label='2174-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2175-01-01 00:00:00', label='2175-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2176-01-01 00:00:00', label='2176-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2177-01-01 00:00:00', label='2177-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2178-01-01 00:00:00', label='2178-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2179-01-01 00:00:00', label='2179-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2180-01-01 00:00:00', label='2180-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2181-01-01 00:00:00', label='2181-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2182-01-01 00:00:00', label='2182-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2183-01-01 00:00:00', label='2183-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2184-01-01 00:00:00', label='2184-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2185-01-01 00:00:00', label='2185-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2186-01-01 00:00:00', label='2186-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2187-01-01 00:00:00', label='2187-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2188-01-01 00:00:00', label='2188-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2189-01-01 00:00:00', label='2189-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2190-01-01 00:00:00', label='2190-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2191-01-01 00:00:00', label='2191-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2192-01-01 00:00:00', label='2192-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2193-01-01 00:00:00', label='2193-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2194-01-01 00:00:00', label='2194-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2195-01-01 00:00:00', label='2195-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2196-01-01 00:00:00', label='2196-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2197-01-01 00:00:00', label='2197-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2198-01-01 00:00:00', label='2198-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2199-01-01 00:00:00', label='2199-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2200-01-01 00:00:00', label='2200-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2201-01-01 00:00:00', label='2201-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2202-01-01 00:00:00', label='2202-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2203-01-01 00:00:00', label='2203-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2204-01-01 00:00:00', label='2204-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2205-01-01 00:00:00', label='2205-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2206-01-01 00:00:00', label='2206-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2207-01-01 00:00:00', label='2207-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2208-01-01 00:00:00', label='2208-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2209-01-01 00:00:00', label='2209-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2210-01-01 00:00:00', label='2210-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2211-01-01 00:00:00', label='2211-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2212-01-01 00:00:00', label='2212-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2213-01-01 00:00:00', label='2213-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2214-01-01 00:00:00', label='2214-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2215-01-01 00:00:00', label='2215-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2216-01-01 00:00:00', label='2216-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2217-01-01 00:00:00', label='2217-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2218-01-01 00:00:00', label='2218-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2219-01-01 00:00:00', label='2219-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2220-01-01 00:00:00', label='2220-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2221-01-01 00:00:00', label='2221-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2222-01-01 00:00:00', label='2222-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2223-01-01 00:00:00', label='2223-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2224-01-01 00:00:00', label='2224-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2225-01-01 00:00:00', label='2225-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2226-01-01 00:00:00', label='2226-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2227-01-01 00:00:00', label='2227-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2228-01-01 00:00:00', label='2228-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2229-01-01 00:00:00', label='2229-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2230-01-01 00:00:00', label='2230-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2231-01-01 00:00:00', label='2231-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2232-01-01 00:00:00', label='2232-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2233-01-01 00:00:00', label='2233-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2234-01-01 00:00:00', label='2234-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2235-01-01 00:00:00', label='2235-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2236-01-01 00:00:00', label='2236-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2237-01-01 00:00:00', label='2237-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2238-01-01 00:00:00', label='2238-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2239-01-01 00:00:00', label='2239-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2240-01-01 00:00:00', label='2240-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2241-01-01 00:00:00', label='2241-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2242-01-01 00:00:00', label='2242-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2243-01-01 00:00:00', label='2243-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2244-01-01 00:00:00', label='2244-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2245-01-01 00:00:00', label='2245-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2246-01-01 00:00:00', label='2246-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2247-01-01 00:00:00', label='2247-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2248-01-01 00:00:00', label='2248-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2249-01-01 00:00:00', label='2249-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2250-01-01 00:00:00', label='2250-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2251-01-01 00:00:00', label='2251-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2252-01-01 00:00:00', label='2252-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2253-01-01 00:00:00', label='2253-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2254-01-01 00:00:00', label='2254-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2255-01-01 00:00:00', label='2255-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2256-01-01 00:00:00', label='2256-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2257-01-01 00:00:00', label='2257-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2258-01-01 00:00:00', label='2258-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2259-01-01 00:00:00', label='2259-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2260-01-01 00:00:00', label='2260-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2261-01-01 00:00:00', label='2261-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2262-01-01 00:00:00', label='2262-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2263-01-01 00:00:00', label='2263-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2264-01-01 00:00:00', label='2264-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2265-01-01 00:00:00', label='2265-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2266-01-01 00:00:00', label='2266-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2267-01-01 00:00:00', label='2267-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2268-01-01 00:00:00', label='2268-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2269-01-01 00:00:00', label='2269-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2270-01-01 00:00:00', label='2270-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2271-01-01 00:00:00', label='2271-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2272-01-01 00:00:00', label='2272-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2273-01-01 00:00:00', label='2273-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2274-01-01 00:00:00', label='2274-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2275-01-01 00:00:00', label='2275-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2276-01-01 00:00:00', label='2276-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2277-01-01 00:00:00', label='2277-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2278-01-01 00:00:00', label='2278-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2279-01-01 00:00:00', label='2279-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2280-01-01 00:00:00', label='2280-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2281-01-01 00:00:00', label='2281-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2282-01-01 00:00:00', label='2282-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2283-01-01 00:00:00', label='2283-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2284-01-01 00:00:00', label='2284-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2285-01-01 00:00:00', label='2285-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2286-01-01 00:00:00', label='2286-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2287-01-01 00:00:00', label='2287-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2288-01-01 00:00:00', label='2288-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2289-01-01 00:00:00', label='2289-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2290-01-01 00:00:00', label='2290-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2291-01-01 00:00:00', label='2291-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2292-01-01 00:00:00', label='2292-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2293-01-01 00:00:00', label='2293-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2294-01-01 00:00:00', label='2294-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2295-01-01 00:00:00', label='2295-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2296-01-01 00:00:00', label='2296-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2297-01-01 00:00:00', label='2297-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2298-01-01 00:00:00', label='2298-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2299-01-01 00:00:00', label='2299-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2300-01-01 00:00:00', label='2300-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2301-01-01 00:00:00', label='2301-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2302-01-01 00:00:00', label='2302-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2303-01-01 00:00:00', label='2303-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2304-01-01 00:00:00', label='2304-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2305-01-01 00:00:00', label='2305-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2306-01-01 00:00:00', label='2306-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2307-01-01 00:00:00', label='2307-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2308-01-01 00:00:00', label='2308-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2309-01-01 00:00:00', label='2309-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2310-01-01 00:00:00', label='2310-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2311-01-01 00:00:00', label='2311-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2312-01-01 00:00:00', label='2312-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2313-01-01 00:00:00', label='2313-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2314-01-01 00:00:00', label='2314-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2315-01-01 00:00:00', label='2315-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2316-01-01 00:00:00', label='2316-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2317-01-01 00:00:00', label='2317-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2318-01-01 00:00:00', label='2318-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2319-01-01 00:00:00', label='2319-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2320-01-01 00:00:00', label='2320-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2321-01-01 00:00:00', label='2321-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2322-01-01 00:00:00', label='2322-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2323-01-01 00:00:00', label='2323-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2324-01-01 00:00:00', label='2324-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2325-01-01 00:00:00', label='2325-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2326-01-01 00:00:00', label='2326-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2327-01-01 00:00:00', label='2327-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2328-01-01 00:00:00', label='2328-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2329-01-01 00:00:00', label='2329-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2330-01-01 00:00:00', label='2330-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2331-01-01 00:00:00', label='2331-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2332-01-01 00:00:00', label='2332-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2333-01-01 00:00:00', label='2333-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2334-01-01 00:00:00', label='2334-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2335-01-01 00:00:00', label='2335-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2336-01-01 00:00:00', label='2336-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2337-01-01 00:00:00', label='2337-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2338-01-01 00:00:00', label='2338-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2339-01-01 00:00:00', label='2339-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2340-01-01 00:00:00', label='2340-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2341-01-01 00:00:00', label='2341-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2342-01-01 00:00:00', label='2342-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2343-01-01 00:00:00', label='2343-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2344-01-01 00:00:00', label='2344-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2345-01-01 00:00:00', label='2345-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2346-01-01 00:00:00', label='2346-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2347-01-01 00:00:00', label='2347-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2348-01-01 00:00:00', label='2348-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2349-01-01 00:00:00', label='2349-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2350-01-01 00:00:00', label='2350-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2351-01-01 00:00:00', label='2351-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2352-01-01 00:00:00', label='2352-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2353-01-01 00:00:00', label='2353-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2354-01-01 00:00:00', label='2354-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2355-01-01 00:00:00', label='2355-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2356-01-01 00:00:00', label='2356-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2357-01-01 00:00:00', label='2357-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2358-01-01 00:00:00', label='2358-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2359-01-01 00:00:00', label='2359-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2360-01-01 00:00:00', label='2360-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2361-01-01 00:00:00', label='2361-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2362-01-01 00:00:00', label='2362-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2363-01-01 00:00:00', label='2363-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2364-01-01 00:00:00', label='2364-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2365-01-01 00:00:00', label='2365-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2366-01-01 00:00:00', label='2366-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2367-01-01 00:00:00', label='2367-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2368-01-01 00:00:00', label='2368-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2369-01-01 00:00:00', label='2369-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2370-01-01 00:00:00', label='2370-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2371-01-01 00:00:00', label='2371-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2372-01-01 00:00:00', label='2372-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2373-01-01 00:00:00', label='2373-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2374-01-01 00:00:00', label='2374-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2375-01-01 00:00:00', label='2375-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2376-01-01 00:00:00', label='2376-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2377-01-01 00:00:00', label='2377-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2378-01-01 00:00:00', label='2378-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2379-01-01 00:00:00', label='2379-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2380-01-01 00:00:00', label='2380-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2381-01-01 00:00:00', label='2381-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2382-01-01 00:00:00', label='2382-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2383-01-01 00:00:00', label='2383-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2384-01-01 00:00:00', label='2384-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2385-01-01 00:00:00', label='2385-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2386-01-01 00:00:00', label='2386-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2387-01-01 00:00:00', label='2387-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2388-01-01 00:00:00', label='2388-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2389-01-01 00:00:00', label='2389-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2390-01-01 00:00:00', label='2390-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2391-01-01 00:00:00', label='2391-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2392-01-01 00:00:00', label='2392-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2393-01-01 00:00:00', label='2393-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2394-01-01 00:00:00', label='2394-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2395-01-01 00:00:00', label='2395-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2396-01-01 00:00:00', label='2396-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2397-01-01 00:00:00', label='2397-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2398-01-01 00:00:00', label='2398-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2399-01-01 00:00:00', label='2399-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2400-01-01 00:00:00', label='2400-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2401-01-01 00:00:00', label='2401-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2402-01-01 00:00:00', label='2402-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2403-01-01 00:00:00', label='2403-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2404-01-01 00:00:00', label='2404-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2405-01-01 00:00:00', label='2405-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2406-01-01 00:00:00', label='2406-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2407-01-01 00:00:00', label='2407-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2408-01-01 00:00:00', label='2408-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2409-01-01 00:00:00', label='2409-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2410-01-01 00:00:00', label='2410-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2411-01-01 00:00:00', label='2411-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2412-01-01 00:00:00', label='2412-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2413-01-01 00:00:00', label='2413-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2414-01-01 00:00:00', label='2414-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2415-01-01 00:00:00', label='2415-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2416-01-01 00:00:00', label='2416-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2417-01-01 00:00:00', label='2417-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2418-01-01 00:00:00', label='2418-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2419-01-01 00:00:00', label='2419-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2420-01-01 00:00:00', label='2420-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2421-01-01 00:00:00', label='2421-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2422-01-01 00:00:00', label='2422-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2423-01-01 00:00:00', label='2423-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2424-01-01 00:00:00', label='2424-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2425-01-01 00:00:00', label='2425-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2426-01-01 00:00:00', label='2426-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2427-01-01 00:00:00', label='2427-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2428-01-01 00:00:00', label='2428-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2429-01-01 00:00:00', label='2429-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2430-01-01 00:00:00', label='2430-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2431-01-01 00:00:00', label='2431-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2432-01-01 00:00:00', label='2432-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2433-01-01 00:00:00', label='2433-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2434-01-01 00:00:00', label='2434-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2435-01-01 00:00:00', label='2435-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2436-01-01 00:00:00', label='2436-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2437-01-01 00:00:00', label='2437-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2438-01-01 00:00:00', label='2438-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2439-01-01 00:00:00', label='2439-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2440-01-01 00:00:00', label='2440-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2441-01-01 00:00:00', label='2441-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2442-01-01 00:00:00', label='2442-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2443-01-01 00:00:00', label='2443-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2444-01-01 00:00:00', label='2444-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2445-01-01 00:00:00', label='2445-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2446-01-01 00:00:00', label='2446-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2447-01-01 00:00:00', label='2447-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2448-01-01 00:00:00', label='2448-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2449-01-01 00:00:00', label='2449-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2450-01-01 00:00:00', label='2450-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2451-01-01 00:00:00', label='2451-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2452-01-01 00:00:00', label='2452-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2453-01-01 00:00:00', label='2453-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2454-01-01 00:00:00', label='2454-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2455-01-01 00:00:00', label='2455-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2456-01-01 00:00:00', label='2456-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2457-01-01 00:00:00', label='2457-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2458-01-01 00:00:00', label='2458-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2459-01-01 00:00:00', label='2459-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2460-01-01 00:00:00', label='2460-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2461-01-01 00:00:00', label='2461-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2462-01-01 00:00:00', label='2462-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2463-01-01 00:00:00', label='2463-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2464-01-01 00:00:00', label='2464-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2465-01-01 00:00:00', label='2465-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2466-01-01 00:00:00', label='2466-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2467-01-01 00:00:00', label='2467-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2468-01-01 00:00:00', label='2468-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2469-01-01 00:00:00', label='2469-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2470-01-01 00:00:00', label='2470-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2471-01-01 00:00:00', label='2471-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2472-01-01 00:00:00', label='2472-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2473-01-01 00:00:00', label='2473-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2474-01-01 00:00:00', label='2474-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2475-01-01 00:00:00', label='2475-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2476-01-01 00:00:00', label='2476-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2477-01-01 00:00:00', label='2477-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2478-01-01 00:00:00', label='2478-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2479-01-01 00:00:00', label='2479-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2480-01-01 00:00:00', label='2480-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2481-01-01 00:00:00', label='2481-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2482-01-01 00:00:00', label='2482-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2483-01-01 00:00:00', label='2483-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2484-01-01 00:00:00', label='2484-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2485-01-01 00:00:00', label='2485-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2486-01-01 00:00:00', label='2486-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2487-01-01 00:00:00', label='2487-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2488-01-01 00:00:00', label='2488-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2489-01-01 00:00:00', label='2489-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2490-01-01 00:00:00', label='2490-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2491-01-01 00:00:00', label='2491-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2492-01-01 00:00:00', label='2492-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2493-01-01 00:00:00', label='2493-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2494-01-01 00:00:00', label='2494-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2495-01-01 00:00:00', label='2495-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2496-01-01 00:00:00', label='2496-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2497-01-01 00:00:00', label='2497-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2498-01-01 00:00:00', label='2498-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2499-01-01 00:00:00', label='2499-01-01 00:00:00', type=<Type1.number: 'number'>), ColumnMetadata(key='2500-01-01 00:00:00', label='2500-01-01 00:00:00', type=<Type1.number: 'number'>)], data=[{'activity_id': 'not_applicable', 'mip_era': 'CMIP5', 'model': 'AIM', 'region': 'World', 'scenario': 'rcp60', 'unit': 'Mt BC/yr', 'variable': 'Emissions|BC', '1750-01-01 00:00:00': None, '1751-01-01 00:00:00': None, '1752-01-01 00:00:00': None, '1753-01-01 00:00:00': None, '1754-01-01 00:00:00': None, '1755-01-01 00:00:00': None, '1756-01-01 00:00:00': None, '1757-01-01 00:00:00': None, '1758-01-01 00:00:00': None, '1759-01-01 00:00:00': None, '1760-01-01 00:00:00': None, '1761-01-01 00:00:00': None, '1762-01-01 00:00:00': None, '1763-01-01 00:00:00': None, '1764-01-01 00:00:00': None, '1765-01-01 00:00:00': 0.0, '1766-01-01 00:00:00': 0.106998, '1767-01-01 00:00:00': 0.1333826, '1768-01-01 00:00:00': 0.15984677, '1769-01-01 00:00:00': 0.18639296, '1770-01-01 00:00:00': 0.21302373, '1771-01-01 00:00:00': 0.23974168, '1772-01-01 00:00:00': 0.26654951, '1773-01-01 00:00:00': 0.29345, '1774-01-01 00:00:00': 0.32044601, '1775-01-01 00:00:00': 0.34754051, '1776-01-01 00:00:00': 0.37473653, '1777-01-01 00:00:00': 0.40203721, '1778-01-01 00:00:00': 0.4294458, '1779-01-01 00:00:00': 0.45696563, '1780-01-01 00:00:00': 0.48460014, '1781-01-01 00:00:00': 0.51235288, '1782-01-01 00:00:00': 0.5402275, '1783-01-01 00:00:00': 0.56822778, '1784-01-01 00:00:00': 0.59635759, '1785-01-01 00:00:00': 0.62462095, '1786-01-01 00:00:00': 0.65302198, '1787-01-01 00:00:00': 0.68156496, '1788-01-01 00:00:00': 0.71025425, '1789-01-01 00:00:00': 0.73909439, '1790-01-01 00:00:00': 0.76809005, '1791-01-01 00:00:00': 0.79724604, '1792-01-01 00:00:00': 0.8265673, '1793-01-01 00:00:00': 0.85605896, '1794-01-01 00:00:00': 0.88572629, '1795-01-01 00:00:00': 0.91557471, '1796-01-01 00:00:00': 0.94560984, '1797-01-01 00:00:00': 0.97583743, '1798-01-01 00:00:00': 1.0062635, '1799-01-01 00:00:00': 1.036894, '1800-01-01 00:00:00': 1.0677355, '1801-01-01 00:00:00': 1.0987944, '1802-01-01 00:00:00': 1.1300774, '1803-01-01 00:00:00': 1.1615915, '1804-01-01 00:00:00': 1.1933438, '1805-01-01 00:00:00': 1.2253417, '1806-01-01 00:00:00': 1.2575928, '1807-01-01 00:00:00': 1.2901048000000002, '1808-01-01 00:00:00': 1.322886, '1809-01-01 00:00:00': 1.3559444999999999, '1810-01-01 00:00:00': 1.3892891, '1811-01-01 00:00:00': 1.4229284, '1812-01-01 00:00:00': 1.4568716999999998, '1813-01-01 00:00:00': 1.4911284, '1814-01-01 00:00:00': 1.5257081000000001, '1815-01-01 00:00:00': 1.5606208000000001, '1816-01-01 00:00:00': 1.5958768, '1817-01-01 00:00:00': 1.6314868, '1818-01-01 00:00:00': 1.6674616000000002, '1819-01-01 00:00:00': 1.7038127, '1820-01-01 00:00:00': 1.7405515999999999, '1821-01-01 00:00:00': 1.7776901999999999, '1822-01-01 00:00:00': 1.8152409999999999, '1823-01-01 00:00:00': 1.8532168000000002, '1824-01-01 00:00:00': 1.8916306, '1825-01-01 00:00:00': 1.930496, '1826-01-01 00:00:00': 1.969827, '1827-01-01 00:00:00': 2.0096380000000003, '1828-01-01 00:00:00': 2.0499438000000003, '1829-01-01 00:00:00': 2.0907597, '1830-01-01 00:00:00': 2.1321015, '1831-01-01 00:00:00': 2.1739855, '1832-01-01 00:00:00': 2.2164284, '1833-01-01 00:00:00': 2.2594475, '1834-01-01 00:00:00': 2.3030607000000005, '1835-01-01 00:00:00': 2.3472862, '1836-01-01 00:00:00': 2.3921432, '1837-01-01 00:00:00': 2.437651, '1838-01-01 00:00:00': 2.4838298, '1839-01-01 00:00:00': 2.5307004, '1840-01-01 00:00:00': 2.5782841, '1841-01-01 00:00:00': 2.6266031, '1842-01-01 00:00:00': 2.67568, '1843-01-01 00:00:00': 2.7255382999999997, '1844-01-01 00:00:00': 2.7762021, '1845-01-01 00:00:00': 2.8276963999999998, '1846-01-01 00:00:00': 2.8800468999999995, '1847-01-01 00:00:00': 2.9332801, '1848-01-01 00:00:00': 2.9874231, '1849-01-01 00:00:00': 3.0425042999999996, '1850-01-01 00:00:00': 3.0985525000000003, '1851-01-01 00:00:00': 3.1187417, '1852-01-01 00:00:00': 3.1389308999999996, '1853-01-01 00:00:00': 3.15912, '1854-01-01 00:00:00': 3.1793092, '1855-01-01 00:00:00': 3.1994982999999997, '1856-01-01 00:00:00': 3.2196875, '1857-01-01 00:00:00': 3.2398767000000004, '1858-01-01 00:00:00': 3.2600658, '1859-01-01 00:00:00': 3.2802550000000004, '1860-01-01 00:00:00': 3.3004441, '1861-01-01 00:00:00': 3.3244138, '1862-01-01 00:00:00': 3.3483834999999997, '1863-01-01 00:00:00': 3.3723532, '1864-01-01 00:00:00': 3.3963229, '1865-01-01 00:00:00': 3.4202926, '1866-01-01 00:00:00': 3.4442623, '1867-01-01 00:00:00': 3.4682318999999997, '1868-01-01 00:00:00': 3.4922016000000005, '1869-01-01 00:00:00': 3.5161712999999994, '1870-01-01 00:00:00': 3.540141, '1871-01-01 00:00:00': 3.562453, '1872-01-01 00:00:00': 3.5847651, '1873-01-01 00:00:00': 3.6070771, '1874-01-01 00:00:00': 3.6293891000000005, '1875-01-01 00:00:00': 3.6517012, '1876-01-01 00:00:00': 3.6740132000000005, '1877-01-01 00:00:00': 3.6963253, '1878-01-01 00:00:00': 3.7186373, '1879-01-01 00:00:00': 3.7409492999999996, '1880-01-01 00:00:00': 3.7632614, '1881-01-01 00:00:00': 3.7925706, '1882-01-01 00:00:00': 3.8218797999999996, '1883-01-01 00:00:00': 3.8511889999999998, '1884-01-01 00:00:00': 3.8804982000000003, '1885-01-01 00:00:00': 3.9098074, '1886-01-01 00:00:00': 3.9391165999999997, '1887-01-01 00:00:00': 3.9684258000000003, '1888-01-01 00:00:00': 3.997735, '1889-01-01 00:00:00': 4.0270443, '1890-01-01 00:00:00': 4.0563535, '1891-01-01 00:00:00': 4.0882845, '1892-01-01 00:00:00': 4.1202154, '1893-01-01 00:00:00': 4.1521464, '1894-01-01 00:00:00': 4.1840774, '1895-01-01 00:00:00': 4.216008400000001, '1896-01-01 00:00:00': 4.2479394, '1897-01-01 00:00:00': 4.2798704, '1898-01-01 00:00:00': 4.3118014, '1899-01-01 00:00:00': 4.3437324, '1900-01-01 00:00:00': 4.3756633, '1901-01-01 00:00:00': 4.4173849, '1902-01-01 00:00:00': 4.4591064000000005, '1903-01-01 00:00:00': 4.500828, '1904-01-01 00:00:00': 4.542549500000001, '1905-01-01 00:00:00': 4.5842711, '1906-01-01 00:00:00': 4.6259926, '1907-01-01 00:00:00': 4.6677142, '1908-01-01 00:00:00': 4.7094357, '1909-01-01 00:00:00': 4.7511573, '1910-01-01 00:00:00': 4.7928788, '1911-01-01 00:00:00': 4.794951599999999, '1912-01-01 00:00:00': 4.797024400000001, '1913-01-01 00:00:00': 4.7990972, '1914-01-01 00:00:00': 4.80117, '1915-01-01 00:00:00': 4.8032428, '1916-01-01 00:00:00': 4.805315599999999, '1917-01-01 00:00:00': 4.8073885, '1918-01-01 00:00:00': 4.8094613, '1919-01-01 00:00:00': 4.811534099999999, '1920-01-01 00:00:00': 4.8136069, '1921-01-01 00:00:00': 4.798714299999999, '1922-01-01 00:00:00': 4.7838218, '1923-01-01 00:00:00': 4.7689293, '1924-01-01 00:00:00': 4.7540366999999994, '1925-01-01 00:00:00': 4.7391442, '1926-01-01 00:00:00': 4.7242517, '1927-01-01 00:00:00': 4.7093590999999995, '1928-01-01 00:00:00': 4.6944666, '1929-01-01 00:00:00': 4.679574099999999, '1930-01-01 00:00:00': 4.6646815, '1931-01-01 00:00:00': 4.667096400000001, '1932-01-01 00:00:00': 4.6695113, '1933-01-01 00:00:00': 4.671926200000001, '1934-01-01 00:00:00': 4.674341, '1935-01-01 00:00:00': 4.6767559, '1936-01-01 00:00:00': 4.6791708, '1937-01-01 00:00:00': 4.6815857, '1938-01-01 00:00:00': 4.6840005, '1939-01-01 00:00:00': 4.6864154000000005, '1940-01-01 00:00:00': 4.6888303, '1941-01-01 00:00:00': 4.693243, '1942-01-01 00:00:00': 4.6976558, '1943-01-01 00:00:00': 4.7020686, '1944-01-01 00:00:00': 4.706481299999999, '1945-01-01 00:00:00': 4.7108941, '1946-01-01 00:00:00': 4.715306900000001, '1947-01-01 00:00:00': 4.7197195999999995, '1948-01-01 00:00:00': 4.7241324, '1949-01-01 00:00:00': 4.7285452, '1950-01-01 00:00:00': 4.732957900000001, '1951-01-01 00:00:00': 4.7733276, '1952-01-01 00:00:00': 4.813697299999999, '1953-01-01 00:00:00': 4.854067, '1954-01-01 00:00:00': 4.8944367, '1955-01-01 00:00:00': 4.9348064, '1956-01-01 00:00:00': 4.9751761, '1957-01-01 00:00:00': 5.0155458, '1958-01-01 00:00:00': 5.0559155, '1959-01-01 00:00:00': 5.0962852, '1960-01-01 00:00:00': 5.136654900000001, '1961-01-01 00:00:00': 5.179599700000001, '1962-01-01 00:00:00': 5.2225445, '1963-01-01 00:00:00': 5.2654893, '1964-01-01 00:00:00': 5.3084340999999995, '1965-01-01 00:00:00': 5.3513789, '1966-01-01 00:00:00': 5.3943237, '1967-01-01 00:00:00': 5.4372685, '1968-01-01 00:00:00': 5.4802133, '1969-01-01 00:00:00': 5.5231581, '1970-01-01 00:00:00': 5.566102900000001, '1971-01-01 00:00:00': 5.7038725, '1972-01-01 00:00:00': 5.8416421, '1973-01-01 00:00:00': 5.9794117, '1974-01-01 00:00:00': 6.1171812999999995, '1975-01-01 00:00:00': 6.254950900000001, '1976-01-01 00:00:00': 6.3927205, '1977-01-01 00:00:00': 6.5304901, '1978-01-01 00:00:00': 6.668259700000001, '1979-01-01 00:00:00': 6.8060293000000005, '1980-01-01 00:00:00': 6.9437989, '1981-01-01 00:00:00': 7.021004799999999, '1982-01-01 00:00:00': 7.0982107, '1983-01-01 00:00:00': 7.175416499999999, '1984-01-01 00:00:00': 7.2526224, '1985-01-01 00:00:00': 7.329828200000001, '1986-01-01 00:00:00': 7.4070341, '1987-01-01 00:00:00': 7.48424, '1988-01-01 00:00:00': 7.5614457999999996, '1989-01-01 00:00:00': 7.6386517000000005, '1990-01-01 00:00:00': 7.715857499999999, '1991-01-01 00:00:00': 7.7247518, '1992-01-01 00:00:00': 7.733646, '1993-01-01 00:00:00': 7.742540299999999, '1994-01-01 00:00:00': 7.7514345, '1995-01-01 00:00:00': 7.7603288, '1996-01-01 00:00:00': 7.769222999999999, '1997-01-01 00:00:00': 7.7781173, '1998-01-01 00:00:00': 7.7870115, '1999-01-01 00:00:00': 7.795905800000001, '2000-01-01 00:00:00': 7.8048, '2001-01-01 00:00:00': 7.8945, '2002-01-01 00:00:00': 7.9842, '2003-01-01 00:00:00': 8.0734, '2004-01-01 00:00:00': 8.1623, '2005-01-01 00:00:00': 8.2512, '2006-01-01 00:00:00': 8.228, '2007-01-01 00:00:00': 8.2049, '2008-01-01 00:00:00': 8.181666700000001, '2009-01-01 00:00:00': 8.1584333, '2010-01-01 00:00:00': 8.1352, '2011-01-01 00:00:00': 8.095460000000001, '2012-01-01 00:00:00': 8.055719999999999, '2013-01-01 00:00:00': 8.01598, '2014-01-01 00:00:00': 7.97624, '2015-01-01 00:00:00': 7.9365, '2016-01-01 00:00:00': 7.8967600000000004, '2017-01-01 00:00:00': 7.8570199999999994, '2018-01-01 00:00:00': 7.81728, '2019-01-01 00:00:00': 7.777539999999999, '2020-01-01 00:00:00': 7.7378, '2021-01-01 00:00:00': 7.714689999999999, '2022-01-01 00:00:00': 7.69158, '2023-01-01 00:00:00': 7.66847, '2024-01-01 00:00:00': 7.64536, '2025-01-01 00:00:00': 7.62225, '2026-01-01 00:00:00': 7.599139999999999, '2027-01-01 00:00:00': 7.57603, '2028-01-01 00:00:00': 7.552919999999999, '2029-01-01 00:00:00': 7.52981, '2030-01-01 00:00:00': 7.5067, '2031-01-01 00:00:00': 7.4966, '2032-01-01 00:00:00': 7.4865, '2033-01-01 00:00:00': 7.4764, '2034-01-01 00:00:00': 7.4663, '2035-01-01 00:00:00': 7.4562, '2036-01-01 00:00:00': 7.4461, '2037-01-01 00:00:00': 7.436, '2038-01-01 00:00:00': 7.4259, '2039-01-01 00:00:00': 7.4158, '2040-01-01 00:00:00': 7.4057, '2041-01-01 00:00:00': 7.37374, '2042-01-01 00:00:00': 7.34178, '2043-01-01 00:00:00': 7.309819999999999, '2044-01-01 00:00:00': 7.27786, '2045-01-01 00:00:00': 7.2459, '2046-01-01 00:00:00': 7.213939999999999, '2047-01-01 00:00:00': 7.18198, '2048-01-01 00:00:00': 7.15002, '2049-01-01 00:00:00': 7.118060000000001, '2050-01-01 00:00:00': 7.0861, '2051-01-01 00:00:00': 7.024139999999999, '2052-01-01 00:00:00': 6.96218, '2053-01-01 00:00:00': 6.90022, '2054-01-01 00:00:00': 6.838260000000001, '2055-01-01 00:00:00': 6.7763, '2056-01-01 00:00:00': 6.714339999999999, '2057-01-01 00:00:00': 6.65238, '2058-01-01 00:00:00': 6.59042, '2059-01-01 00:00:00': 6.52846, '2060-01-01 00:00:00': 6.4665, '2061-01-01 00:00:00': 6.38933, '2062-01-01 00:00:00': 6.3121599999999995, '2063-01-01 00:00:00': 6.23499, '2064-01-01 00:00:00': 6.15782, '2065-01-01 00:00:00': 6.08065, '2066-01-01 00:00:00': 6.003480000000001, '2067-01-01 00:00:00': 5.92631, '2068-01-01 00:00:00': 5.84914, '2069-01-01 00:00:00': 5.77197, '2070-01-01 00:00:00': 5.6948, '2071-01-01 00:00:00': 5.63556, '2072-01-01 00:00:00': 5.57632, '2073-01-01 00:00:00': 5.51708, '2074-01-01 00:00:00': 5.45784, '2075-01-01 00:00:00': 5.3986, '2076-01-01 00:00:00': 5.33936, '2077-01-01 00:00:00': 5.28012, '2078-01-01 00:00:00': 5.22088, '2079-01-01 00:00:00': 5.16164, '2080-01-01 00:00:00': 5.1024, '2081-01-01 00:00:00': 5.0587, '2082-01-01 00:00:00': 5.015, '2083-01-01 00:00:00': 4.9713, '2084-01-01 00:00:00': 4.9276, '2085-01-01 00:00:00': 4.8839, '2086-01-01 00:00:00': 4.8402, '2087-01-01 00:00:00': 4.7965, '2088-01-01 00:00:00': 4.7528, '2089-01-01 00:00:00': 4.7091, '2090-01-01 00:00:00': 4.6654, '2091-01-01 00:00:00': 4.63501, '2092-01-01 00:00:00': 4.60462, '2093-01-01 00:00:00': 4.57423, '2094-01-01 00:00:00': 4.54384, '2095-01-01 00:00:00': 4.51345, '2096-01-01 00:00:00': 4.48306, '2097-01-01 00:00:00': 4.4526699999999995, '2098-01-01 00:00:00': 4.422280000000001, '2099-01-01 00:00:00': 4.39189, '2100-01-01 00:00:00': 4.3615, '2101-01-01 00:00:00': 4.3615, '2102-01-01 00:00:00': 4.3615, '2103-01-01 00:00:00': 4.3615, '2104-01-01 00:00:00': 4.3615, '2105-01-01 00:00:00': 4.3615, '2106-01-01 00:00:00': 4.3615, '2107-01-01 00:00:00': 4.3615, '2108-01-01 00:00:00': 4.3615, '2109-01-01 00:00:00': 4.3615, '2110-01-01 00:00:00': 4.3615, '2111-01-01 00:00:00': 4.3615, '2112-01-01 00:00:00': 4.3615, '2113-01-01 00:00:00': 4.3615, '2114-01-01 00:00:00': 4.3615, '2115-01-01 00:00:00': 4.3615, '2116-01-01 00:00:00': 4.3615, '2117-01-01 00:00:00': 4.3615, '2118-01-01 00:00:00': 4.3615, '2119-01-01 00:00:00': 4.3615, '2120-01-01 00:00:00': 4.3615, '2121-01-01 00:00:00': 4.3615, '2122-01-01 00:00:00': 4.3615, '2123-01-01 00:00:00': 4.3615, '2124-01-01 00:00:00': 4.3615, '2125-01-01 00:00:00': 4.3615, '2126-01-01 00:00:00': 4.3615, '2127-01-01 00:00:00': 4.3615, '2128-01-01 00:00:00': 4.3615, '2129-01-01 00:00:00': 4.3615, '2130-01-01 00:00:00': 4.3615, '2131-01-01 00:00:00': 4.3615, '2132-01-01 00:00:00': 4.3615, '2133-01-01 00:00:00': 4.3615, '2134-01-01 00:00:00': 4.3615, '2135-01-01 00:00:00': 4.3615, '2136-01-01 00:00:00': 4.3615, '2137-01-01 00:00:00': 4.3615, '2138-01-01 00:00:00': 4.3615, '2139-01-01 00:00:00': 4.3615, '2140-01-01 00:00:00': 4.3615, '2141-01-01 00:00:00': 4.3615, '2142-01-01 00:00:00': 4.3615, '2143-01-01 00:00:00': 4.3615, '2144-01-01 00:00:00': 4.3615, '2145-01-01 00:00:00': 4.3615, '2146-01-01 00:00:00': 4.3615, '2147-01-01 00:00:00': 4.3615, '2148-01-01 00:00:00': 4.3615, '2149-01-01 00:00:00': 4.3615, '2150-01-01 00:00:00': 4.3615, '2151-01-01 00:00:00': 4.3615, '2152-01-01 00:00:00': 4.3615, '2153-01-01 00:00:00': 4.3615, '2154-01-01 00:00:00': 4.3615, '2155-01-01 00:00:00': 4.3615, '2156-01-01 00:00:00': 4.3615, '2157-01-01 00:00:00': 4.3615, '2158-01-01 00:00:00': 4.3615, '2159-01-01 00:00:00': 4.3615, '2160-01-01 00:00:00': 4.3615, '2161-01-01 00:00:00': 4.3615, '2162-01-01 00:00:00': 4.3615, '2163-01-01 00:00:00': 4.3615, '2164-01-01 00:00:00': 4.3615, '2165-01-01 00:00:00': 4.3615, '2166-01-01 00:00:00': 4.3615, '2167-01-01 00:00:00': 4.3615, '2168-01-01 00:00:00': 4.3615, '2169-01-01 00:00:00': 4.3615, '2170-01-01 00:00:00': 4.3615, '2171-01-01 00:00:00': 4.3615, '2172-01-01 00:00:00': 4.3615, '2173-01-01 00:00:00': 4.3615, '2174-01-01 00:00:00': 4.3615, '2175-01-01 00:00:00': 4.3615, '2176-01-01 00:00:00': 4.3615, '2177-01-01 00:00:00': 4.3615, '2178-01-01 00:00:00': 4.3615, '2179-01-01 00:00:00': 4.3615, '2180-01-01 00:00:00': 4.3615, '2181-01-01 00:00:00': 4.3615, '2182-01-01 00:00:00': 4.3615, '2183-01-01 00:00:00': 4.3615, '2184-01-01 00:00:00': 4.3615, '2185-01-01 00:00:00': 4.3615, '2186-01-01 00:00:00': 4.3615, '2187-01-01 00:00:00': 4.3615, '2188-01-01 00:00:00': 4.3615, '2189-01-01 00:00:00': 4.3615, '2190-01-01 00:00:00': 4.3615, '2191-01-01 00:00:00': 4.3615, '2192-01-01 00:00:00': 4.3615, '2193-01-01 00:00:00': 4.3615, '2194-01-01 00:00:00': 4.3615, '2195-01-01 00:00:00': 4.3615, '2196-01-01 00:00:00': 4.3615, '2197-01-01 00:00:00': 4.3615, '2198-01-01 00:00:00': 4.3615, '2199-01-01 00:00:00': 4.3615, '2200-01-01 00:00:00': 4.3615, '2201-01-01 00:00:00': 4.3615, '2202-01-01 00:00:00': 4.3615, '2203-01-01 00:00:00': 4.3615, '2204-01-01 00:00:00': 4.3615, '2205-01-01 00:00:00': 4.3615, '2206-01-01 00:00:00': 4.3615, '2207-01-01 00:00:00': 4.3615, '2208-01-01 00:00:00': 4.3615, '2209-01-01 00:00:00': 4.3615, '2210-01-01 00:00:00': 4.3615, '2211-01-01 00:00:00': 4.3615, '2212-01-01 00:00:00': 4.3615, '2213-01-01 00:00:00': 4.3615, '2214-01-01 00:00:00': 4.3615, '2215-01-01 00:00:00': 4.3615, '2216-01-01 00:00:00': 4.3615, '2217-01-01 00:00:00': 4.3615, '2218-01-01 00:00:00': 4.3615, '2219-01-01 00:00:00': 4.3615, '2220-01-01 00:00:00': 4.3615, '2221-01-01 00:00:00': 4.3615, '2222-01-01 00:00:00': 4.3615, '2223-01-01 00:00:00': 4.3615, '2224-01-01 00:00:00': 4.3615, '2225-01-01 00:00:00': 4.3615, '2226-01-01 00:00:00': 4.3615, '2227-01-01 00:00:00': 4.3615, '2228-01-01 00:00:00': 4.3615, '2229-01-01 00:00:00': 4.3615, '2230-01-01 00:00:00': 4.3615, '2231-01-01 00:00:00': 4.3615, '2232-01-01 00:00:00': 4.3615, '2233-01-01 00:00:00': 4.3615, '2234-01-01 00:00:00': 4.3615, '2235-01-01 00:00:00': 4.3615, '2236-01-01 00:00:00': 4.3615, '2237-01-01 00:00:00': 4.3615, '2238-01-01 00:00:00': 4.3615, '2239-01-01 00:00:00': 4.3615, '2240-01-01 00:00:00': 4.3615, '2241-01-01 00:00:00': 4.3615, '2242-01-01 00:00:00': 4.3615, '2243-01-01 00:00:00': 4.3615, '2244-01-01 00:00:00': 4.3615, '2245-01-01 00:00:00': 4.3615, '2246-01-01 00:00:00': 4.3615, '2247-01-01 00:00:00': 4.3615, '2248-01-01 00:00:00': 4.3615, '2249-01-01 00:00:00': 4.3615, '2250-01-01 00:00:00': 4.3615, '2251-01-01 00:00:00': 4.3615, '2252-01-01 00:00:00': 4.3615, '2253-01-01 00:00:00': 4.3615, '2254-01-01 00:00:00': 4.3615, '2255-01-01 00:00:00': 4.3615, '2256-01-01 00:00:00': 4.3615, '2257-01-01 00:00:00': 4.3615, '2258-01-01 00:00:00': 4.3615, '2259-01-01 00:00:00': 4.3615, '2260-01-01 00:00:00': 4.3615, '2261-01-01 00:00:00': 4.3615, '2262-01-01 00:00:00': 4.3615, '2263-01-01 00:00:00': 4.3615, '2264-01-01 00:00:00': 4.3615, '2265-01-01 00:00:00': 4.3615, '2266-01-01 00:00:00': 4.3615, '2267-01-01 00:00:00': 4.3615, '2268-01-01 00:00:00': 4.3615, '2269-01-01 00:00:00': 4.3615, '2270-01-01 00:00:00': 4.3615, '2271-01-01 00:00:00': 4.3615, '2272-01-01 00:00:00': 4.3615, '2273-01-01 00:00:00': 4.3615, '2274-01-01 00:00:00': 4.3615, '2275-01-01 00:00:00': 4.3615, '2276-01-01 00:00:00': 4.3615, '2277-01-01 00:00:00': 4.3615, '2278-01-01 00:00:00': 4.3615, '2279-01-01 00:00:00': 4.3615, '2280-01-01 00:00:00': 4.3615, '2281-01-01 00:00:00': 4.3615, '2282-01-01 00:00:00': 4.3615, '2283-01-01 00:00:00': 4.3615, '2284-01-01 00:00:00': 4.3615, '2285-01-01 00:00:00': 4.3615, '2286-01-01 00:00:00': 4.3615, '2287-01-01 00:00:00': 4.3615, '2288-01-01 00:00:00': 4.3615, '2289-01-01 00:00:00': 4.3615, '2290-01-01 00:00:00': 4.3615, '2291-01-01 00:00:00': 4.3615, '2292-01-01 00:00:00': 4.3615, '2293-01-01 00:00:00': 4.3615, '2294-01-01 00:00:00': 4.3615, '2295-01-01 00:00:00': 4.3615, '2296-01-01 00:00:00': 4.3615, '2297-01-01 00:00:00': 4.3615, '2298-01-01 00:00:00': 4.3615, '2299-01-01 00:00:00': 4.3615, '2300-01-01 00:00:00': 4.3615, '2301-01-01 00:00:00': 4.3615, '2302-01-01 00:00:00': 4.3615, '2303-01-01 00:00:00': 4.3615, '2304-01-01 00:00:00': 4.3615, '2305-01-01 00:00:00': 4.3615, '2306-01-01 00:00:00': 4.3615, '2307-01-01 00:00:00': 4.3615, '2308-01-01 00:00:00': 4.3615, '2309-01-01 00:00:00': 4.3615, '2310-01-01 00:00:00': 4.3615, '2311-01-01 00:00:00': 4.3615, '2312-01-01 00:00:00': 4.3615, '2313-01-01 00:00:00': 4.3615, '2314-01-01 00:00:00': 4.3615, '2315-01-01 00:00:00': 4.3615, '2316-01-01 00:00:00': 4.3615, '2317-01-01 00:00:00': 4.3615, '2318-01-01 00:00:00': 4.3615, '2319-01-01 00:00:00': 4.3615, '2320-01-01 00:00:00': 4.3615, '2321-01-01 00:00:00': 4.3615, '2322-01-01 00:00:00': 4.3615, '2323-01-01 00:00:00': 4.3615, '2324-01-01 00:00:00': 4.3615, '2325-01-01 00:00:00': 4.3615, '2326-01-01 00:00:00': 4.3615, '2327-01-01 00:00:00': 4.3615, '2328-01-01 00:00:00': 4.3615, '2329-01-01 00:00:00': 4.3615, '2330-01-01 00:00:00': 4.3615, '2331-01-01 00:00:00': 4.3615, '2332-01-01 00:00:00': 4.3615, '2333-01-01 00:00:00': 4.3615, '2334-01-01 00:00:00': 4.3615, '2335-01-01 00:00:00': 4.3615, '2336-01-01 00:00:00': 4.3615, '2337-01-01 00:00:00': 4.3615, '2338-01-01 00:00:00': 4.3615, '2339-01-01 00:00:00': 4.3615, '2340-01-01 00:00:00': 4.3615, '2341-01-01 00:00:00': 4.3615, '2342-01-01 00:00:00': 4.3615, '2343-01-01 00:00:00': 4.3615, '2344-01-01 00:00:00': 4.3615, '2345-01-01 00:00:00': 4.3615, '2346-01-01 00:00:00': 4.3615, '2347-01-01 00:00:00': 4.3615, '2348-01-01 00:00:00': 4.3615, '2349-01-01 00:00:00': 4.3615, '2350-01-01 00:00:00': 4.3615, '2351-01-01 00:00:00': 4.3615, '2352-01-01 00:00:00': 4.3615, '2353-01-01 00:00:00': 4.3615, '2354-01-01 00:00:00': 4.3615, '2355-01-01 00:00:00': 4.3615, '2356-01-01 00:00:00': 4.3615, '2357-01-01 00:00:00': 4.3615, '2358-01-01 00:00:00': 4.3615, '2359-01-01 00:00:00': 4.3615, '2360-01-01 00:00:00': 4.3615, '2361-01-01 00:00:00': 4.3615, '2362-01-01 00:00:00': 4.3615, '2363-01-01 00:00:00': 4.3615, '2364-01-01 00:00:00': 4.3615, '2365-01-01 00:00:00': 4.3615, '2366-01-01 00:00:00': 4.3615, '2367-01-01 00:00:00': 4.3615, '2368-01-01 00:00:00': 4.3615, '2369-01-01 00:00:00': 4.3615, '2370-01-01 00:00:00': 4.3615, '2371-01-01 00:00:00': 4.3615, '2372-01-01 00:00:00': 4.3615, '2373-01-01 00:00:00': 4.3615, '2374-01-01 00:00:00': 4.3615, '2375-01-01 00:00:00': 4.3615, '2376-01-01 00:00:00': 4.3615, '2377-01-01 00:00:00': 4.3615, '2378-01-01 00:00:00': 4.3615, '2379-01-01 00:00:00': 4.3615, '2380-01-01 00:00:00': 4.3615, '2381-01-01 00:00:00': 4.3615, '2382-01-01 00:00:00': 4.3615, '2383-01-01 00:00:00': 4.3615, '2384-01-01 00:00:00': 4.3615, '2385-01-01 00:00:00': 4.3615, '2386-01-01 00:00:00': 4.3615, '2387-01-01 00:00:00': 4.3615, '2388-01-01 00:00:00': 4.3615, '2389-01-01 00:00:00': 4.3615, '2390-01-01 00:00:00': 4.3615, '2391-01-01 00:00:00': 4.3615, '2392-01-01 00:00:00': 4.3615, '2393-01-01 00:00:00': 4.3615, '2394-01-01 00:00:00': 4.3615, '2395-01-01 00:00:00': 4.3615, '2396-01-01 00:00:00': 4.3615, '2397-01-01 00:00:00': 4.3615, '2398-01-01 00:00:00': 4.3615, '2399-01-01 00:00:00': 4.3615, '2400-01-01 00:00:00': 4.3615, '2401-01-01 00:00:00': 4.3615, '2402-01-01 00:00:00': 4.3615, '2403-01-01 00:00:00': 4.3615, '2404-01-01 00:00:00': 4.3615, '2405-01-01 00:00:00': 4.3615, '2406-01-01 00:00:00': 4.3615, '2407-01-01 00:00:00': 4.3615, '2408-01-01 00:00:00': 4.3615, '2409-01-01 00:00:00': 4.3615, '2410-01-01 00:00:00': 4.3615, '2411-01-01 00:00:00': 4.3615, '2412-01-01 00:00:00': 4.3615, '2413-01-01 00:00:00': 4.3615, '2414-01-01 00:00:00': 4.3615, '2415-01-01 00:00:00': 4.3615, '2416-01-01 00:00:00': 4.3615, '2417-01-01 00:00:00': 4.3615, '2418-01-01 00:00:00': 4.3615, '2419-01-01 00:00:00': 4.3615, '2420-01-01 00:00:00': 4.3615, '2421-01-01 00:00:00': 4.3615, '2422-01-01 00:00:00': 4.3615, '2423-01-01 00:00:00': 4.3615, '2424-01-01 00:00:00': 4.3615, '2425-01-01 00:00:00': 4.3615, '2426-01-01 00:00:00': 4.3615, '2427-01-01 00:00:00': 4.3615, '2428-01-01 00:00:00': 4.3615, '2429-01-01 00:00:00': 4.3615, '2430-01-01 00:00:00': 4.3615, '2431-01-01 00:00:00': 4.3615, '2432-01-01 00:00:00': 4.3615, '2433-01-01 00:00:00': 4.3615, '2434-01-01 00:00:00': 4.3615, '2435-01-01 00:00:00': 4.3615, '2436-01-01 00:00:00': 4.3615, '2437-01-01 00:00:00': 4.3615, '2438-01-01 00:00:00': 4.3615, '2439-01-01 00:00:00': 4.3615, '2440-01-01 00:00:00': 4.3615, '2441-01-01 00:00:00': 4.3615, '2442-01-01 00:00:00': 4.3615, '2443-01-01 00:00:00': 4.3615, '2444-01-01 00:00:00': 4.3615, '2445-01-01 00:00:00': 4.3615, '2446-01-01 00:00:00': 4.3615, '2447-01-01 00:00:00': 4.3615, '2448-01-01 00:00:00': 4.3615, '2449-01-01 00:00:00': 4.3615, '2450-01-01 00:00:00': 4.3615, '2451-01-01 00:00:00': 4.3615, '2452-01-01 00:00:00': 4.3615, '2453-01-01 00:00:00': 4.3615, '2454-01-01 00:00:00': 4.3615, '2455-01-01 00:00:00': 4.3615, '2456-01-01 00:00:00': 4.3615, '2457-01-01 00:00:00': 4.3615, '2458-01-01 00:00:00': 4.3615, '2459-01-01 00:00:00': 4.3615, '2460-01-01 00:00:00': 4.3615, '2461-01-01 00:00:00': 4.3615, '2462-01-01 00:00:00': 4.3615, '2463-01-01 00:00:00': 4.3615, '2464-01-01 00:00:00': 4.3615, '2465-01-01 00:00:00': 4.3615, '2466-01-01 00:00:00': 4.3615, '2467-01-01 00:00:00': 4.3615, '2468-01-01 00:00:00': 4.3615, '2469-01-01 00:00:00': 4.3615, '2470-01-01 00:00:00': 4.3615, '2471-01-01 00:00:00': 4.3615, '2472-01-01 00:00:00': 4.3615, '2473-01-01 00:00:00': 4.3615, '2474-01-01 00:00:00': 4.3615, '2475-01-01 00:00:00': 4.3615, '2476-01-01 00:00:00': 4.3615, '2477-01-01 00:00:00': 4.3615, '2478-01-01 00:00:00': 4.3615, '2479-01-01 00:00:00': 4.3615, '2480-01-01 00:00:00': 4.3615, '2481-01-01 00:00:00': 4.3615, '2482-01-01 00:00:00': 4.3615, '2483-01-01 00:00:00': 4.3615, '2484-01-01 00:00:00': 4.3615, '2485-01-01 00:00:00': 4.3615, '2486-01-01 00:00:00': 4.3615, '2487-01-01 00:00:00': 4.3615, '2488-01-01 00:00:00': 4.3615, '2489-01-01 00:00:00': 4.3615, '2490-01-01 00:00:00': 4.3615, '2491-01-01 00:00:00': 4.3615, '2492-01-01 00:00:00': 4.3615, '2493-01-01 00:00:00': 4.3615, '2494-01-01 00:00:00': 4.3615, '2495-01-01 00:00:00': 4.3615, '2496-01-01 00:00:00': 4.3615, '2497-01-01 00:00:00': 4.3615, '2498-01-01 00:00:00': 4.3615, '2499-01-01 00:00:00': 4.3615, '2500-01-01 00:00:00': 4.3615}, {'activity_id': 'not_applicable', 'mip_era': 'CMIP5', 'model': 'AIM', 'region': 'World', 'scenario': 'rcp60', 'unit': 'Mt CH4/yr', 'variable': 'Emissions|CH4', '1750-01-01 00:00:00': None, '1751-01-01 00:00:00': None, '1752-01-01 00:00:00': None, '1753-01-01 00:00:00': None, '1754-01-01 00:00:00': None, '1755-01-01 00:00:00': None, '1756-01-01 00:00:00': None, '1757-01-01 00:00:00': None, '1758-01-01 00:00:00': None, '1759-01-01 00:00:00': None, '1760-01-01 00:00:00': None, '1761-01-01 00:00:00': None, '1762-01-01 00:00:00': None, '1763-01-01 00:00:00': None, '1764-01-01 00:00:00': None, '1765-01-01 00:00:00': 0.0, '1766-01-01 00:00:00': 1.9632618999999998, '1767-01-01 00:00:00': 2.4364481, '1768-01-01 00:00:00': 2.911105, '1769-01-01 00:00:00': 3.3872782, '1770-01-01 00:00:00': 3.8650146, '1771-01-01 00:00:00': 4.3443625, '1772-01-01 00:00:00': 4.8253718, '1773-01-01 00:00:00': 5.308093799999999, '1774-01-01 00:00:00': 5.7925816, '1775-01-01 00:00:00': 6.278889599999999, '1776-01-01 00:00:00': 6.7670743, '1777-01-01 00:00:00': 7.2571937, '1778-01-01 00:00:00': 7.7493076, '1779-01-01 00:00:00': 8.2434776, '1780-01-01 00:00:00': 8.7397674, '1781-01-01 00:00:00': 9.2382426, '1782-01-01 00:00:00': 9.738970599999998, '1783-01-01 00:00:00': 10.242021000000001, '1784-01-01 00:00:00': 10.747466000000001, '1785-01-01 00:00:00': 11.25538, '1786-01-01 00:00:00': 11.765839, '1787-01-01 00:00:00': 12.278921, '1788-01-01 00:00:00': 12.794707, '1789-01-01 00:00:00': 13.313282000000001, '1790-01-01 00:00:00': 13.834732, '1791-01-01 00:00:00': 14.359145000000002, '1792-01-01 00:00:00': 14.886613, '1793-01-01 00:00:00': 15.417231, '1794-01-01 00:00:00': 15.951096, '1795-01-01 00:00:00': 16.488308, '1796-01-01 00:00:00': 17.028971, '1797-01-01 00:00:00': 17.573192000000002, '1798-01-01 00:00:00': 18.121081, '1799-01-01 00:00:00': 18.672751, '1800-01-01 00:00:00': 19.228319, '1801-01-01 00:00:00': 19.787906, '1802-01-01 00:00:00': 20.351635, '1803-01-01 00:00:00': 20.919635999999997, '1804-01-01 00:00:00': 21.49204, '1805-01-01 00:00:00': 22.068984, '1806-01-01 00:00:00': 22.650607, '1807-01-01 00:00:00': 23.237054999999998, '1808-01-01 00:00:00': 23.828476000000002, '1809-01-01 00:00:00': 24.425025, '1810-01-01 00:00:00': 25.02686, '1811-01-01 00:00:00': 25.634145, '1812-01-01 00:00:00': 26.247048, '1813-01-01 00:00:00': 26.865743, '1814-01-01 00:00:00': 27.490408000000002, '1815-01-01 00:00:00': 28.121229999999997, '1816-01-01 00:00:00': 28.758398, '1817-01-01 00:00:00': 29.402108000000002, '1818-01-01 00:00:00': 30.052563, '1819-01-01 00:00:00': 30.709971000000003, '1820-01-01 00:00:00': 31.374547999999997, '1821-01-01 00:00:00': 32.046514, '1822-01-01 00:00:00': 32.7261, '1823-01-01 00:00:00': 33.413539, '1824-01-01 00:00:00': 34.109076, '1825-01-01 00:00:00': 34.81296, '1826-01-01 00:00:00': 35.52545, '1827-01-01 00:00:00': 36.246813, '1828-01-01 00:00:00': 36.977321, '1829-01-01 00:00:00': 37.717259000000006, '1830-01-01 00:00:00': 38.466916999999995, '1831-01-01 00:00:00': 39.226597, '1832-01-01 00:00:00': 39.996609, '1833-01-01 00:00:00': 40.777271, '1834-01-01 00:00:00': 41.568914, '1835-01-01 00:00:00': 42.371876, '1836-01-01 00:00:00': 43.186509, '1837-01-01 00:00:00': 44.013172999999995, '1838-01-01 00:00:00': 44.85224, '1839-01-01 00:00:00': 45.704093, '1840-01-01 00:00:00': 46.569129, '1841-01-01 00:00:00': 47.447755, '1842-01-01 00:00:00': 48.34039, '1843-01-01 00:00:00': 49.247469, '1844-01-01 00:00:00': 50.169439000000004, '1845-01-01 00:00:00': 51.106759000000004, '1846-01-01 00:00:00': 52.059903999999996, '1847-01-01 00:00:00': 53.029365000000006, '1848-01-01 00:00:00': 54.015643999999995, '1849-01-01 00:00:00': 55.019264, '1850-01-01 00:00:00': 56.040758999999994, '1851-01-01 00:00:00': 56.46131999999999, '1852-01-01 00:00:00': 56.88188, '1853-01-01 00:00:00': 57.302441, '1854-01-01 00:00:00': 57.723001000000004, '1855-01-01 00:00:00': 58.143562, '1856-01-01 00:00:00': 58.564122, '1857-01-01 00:00:00': 58.984683, '1858-01-01 00:00:00': 59.405243000000006, '1859-01-01 00:00:00': 59.825804000000005, '1860-01-01 00:00:00': 60.246364, '1861-01-01 00:00:00': 59.614468, '1862-01-01 00:00:00': 58.982572999999995, '1863-01-01 00:00:00': 58.350677000000005, '1864-01-01 00:00:00': 57.71878100000001, '1865-01-01 00:00:00': 57.086884999999995, '1866-01-01 00:00:00': 56.45499, '1867-01-01 00:00:00': 55.823094, '1868-01-01 00:00:00': 55.191198, '1869-01-01 00:00:00': 54.559303, '1870-01-01 00:00:00': 53.927406999999995, '1871-01-01 00:00:00': 56.683868999999994, '1872-01-01 00:00:00': 59.44033100000001, '1873-01-01 00:00:00': 62.19679300000001, '1874-01-01 00:00:00': 64.953255, '1875-01-01 00:00:00': 67.709717, '1876-01-01 00:00:00': 70.46618000000001, '1877-01-01 00:00:00': 73.22264200000001, '1878-01-01 00:00:00': 75.979104, '1879-01-01 00:00:00': 78.735566, '1880-01-01 00:00:00': 81.492028, '1881-01-01 00:00:00': 84.359461, '1882-01-01 00:00:00': 87.226893, '1883-01-01 00:00:00': 90.094326, '1884-01-01 00:00:00': 92.96175799999999, '1885-01-01 00:00:00': 95.82919100000001, '1886-01-01 00:00:00': 98.696624, '1887-01-01 00:00:00': 101.56406, '1888-01-01 00:00:00': 104.43149, '1889-01-01 00:00:00': 107.29892, '1890-01-01 00:00:00': 110.16635, '1891-01-01 00:00:00': 111.52362, '1892-01-01 00:00:00': 112.88089, '1893-01-01 00:00:00': 114.23816000000001, '1894-01-01 00:00:00': 115.59543000000001, '1895-01-01 00:00:00': 116.9527, '1896-01-01 00:00:00': 118.30996999999999, '1897-01-01 00:00:00': 119.66723999999999, '1898-01-01 00:00:00': 121.02451, '1899-01-01 00:00:00': 122.38178, '1900-01-01 00:00:00': 123.73905, '1901-01-01 00:00:00': 124.8415, '1902-01-01 00:00:00': 125.94396, '1903-01-01 00:00:00': 127.04642, '1904-01-01 00:00:00': 128.14887, '1905-01-01 00:00:00': 129.25133, '1906-01-01 00:00:00': 130.35378, '1907-01-01 00:00:00': 131.45623999999998, '1908-01-01 00:00:00': 132.5587, '1909-01-01 00:00:00': 133.66115, '1910-01-01 00:00:00': 134.76361, '1911-01-01 00:00:00': 135.96943000000002, '1912-01-01 00:00:00': 137.17525, '1913-01-01 00:00:00': 138.38107, '1914-01-01 00:00:00': 139.5869, '1915-01-01 00:00:00': 140.79272, '1916-01-01 00:00:00': 141.99854, '1917-01-01 00:00:00': 143.20436, '1918-01-01 00:00:00': 144.41019, '1919-01-01 00:00:00': 145.61601000000002, '1920-01-01 00:00:00': 146.82183, '1921-01-01 00:00:00': 147.86155, '1922-01-01 00:00:00': 148.90128, '1923-01-01 00:00:00': 149.941, '1924-01-01 00:00:00': 150.98072, '1925-01-01 00:00:00': 152.02045, '1926-01-01 00:00:00': 153.06017, '1927-01-01 00:00:00': 154.09989, '1928-01-01 00:00:00': 155.13962, '1929-01-01 00:00:00': 156.17934, '1930-01-01 00:00:00': 157.21906, '1931-01-01 00:00:00': 158.34545, '1932-01-01 00:00:00': 159.47183, '1933-01-01 00:00:00': 160.59821000000002, '1934-01-01 00:00:00': 161.7246, '1935-01-01 00:00:00': 162.85098, '1936-01-01 00:00:00': 163.97736, '1937-01-01 00:00:00': 165.10375, '1938-01-01 00:00:00': 166.23013, '1939-01-01 00:00:00': 167.35651000000001, '1940-01-01 00:00:00': 168.4829, '1941-01-01 00:00:00': 170.03046, '1942-01-01 00:00:00': 171.57803, '1943-01-01 00:00:00': 173.12559, '1944-01-01 00:00:00': 174.67315, '1945-01-01 00:00:00': 176.22072, '1946-01-01 00:00:00': 177.76828, '1947-01-01 00:00:00': 179.31583999999998, '1948-01-01 00:00:00': 180.86341000000002, '1949-01-01 00:00:00': 182.41097, '1950-01-01 00:00:00': 183.95853, '1951-01-01 00:00:00': 189.11003, '1952-01-01 00:00:00': 194.26153, '1953-01-01 00:00:00': 199.41303, '1954-01-01 00:00:00': 204.56453, '1955-01-01 00:00:00': 209.71603, '1956-01-01 00:00:00': 214.86753, '1957-01-01 00:00:00': 220.01902, '1958-01-01 00:00:00': 225.17052, '1959-01-01 00:00:00': 230.32202, '1960-01-01 00:00:00': 235.47352, '1961-01-01 00:00:00': 238.52217000000002, '1962-01-01 00:00:00': 241.57082999999997, '1963-01-01 00:00:00': 244.61947999999998, '1964-01-01 00:00:00': 247.66813, '1965-01-01 00:00:00': 250.71679, '1966-01-01 00:00:00': 253.76543999999998, '1967-01-01 00:00:00': 256.81408999999996, '1968-01-01 00:00:00': 259.86274, '1969-01-01 00:00:00': 262.9114, '1970-01-01 00:00:00': 265.96005, '1971-01-01 00:00:00': 270.02505, '1972-01-01 00:00:00': 274.09004, '1973-01-01 00:00:00': 278.15504, '1974-01-01 00:00:00': 282.22003, '1975-01-01 00:00:00': 286.28503, '1976-01-01 00:00:00': 290.35002000000003, '1977-01-01 00:00:00': 294.41502, '1978-01-01 00:00:00': 298.48002, '1979-01-01 00:00:00': 302.54501, '1980-01-01 00:00:00': 306.61001, '1981-01-01 00:00:00': 310.01251, '1982-01-01 00:00:00': 313.415, '1983-01-01 00:00:00': 316.8175, '1984-01-01 00:00:00': 320.22, '1985-01-01 00:00:00': 323.6225, '1986-01-01 00:00:00': 327.025, '1987-01-01 00:00:00': 330.42749, '1988-01-01 00:00:00': 333.82999, '1989-01-01 00:00:00': 337.23249, '1990-01-01 00:00:00': 340.63499, '1991-01-01 00:00:00': 336.59218, '1992-01-01 00:00:00': 332.54937, '1993-01-01 00:00:00': 328.50656000000004, '1994-01-01 00:00:00': 324.46375, '1995-01-01 00:00:00': 320.42094, '1996-01-01 00:00:00': 316.37814, '1997-01-01 00:00:00': 312.33533, '1998-01-01 00:00:00': 308.29252, '1999-01-01 00:00:00': 304.24971, '2000-01-01 00:00:00': 300.2069, '2001-01-01 00:00:00': 303.4092, '2002-01-01 00:00:00': 306.5788, '2003-01-01 00:00:00': 309.7164, '2004-01-01 00:00:00': 312.824, '2005-01-01 00:00:00': 315.9027, '2006-01-01 00:00:00': 317.6624, '2007-01-01 00:00:00': 319.4203, '2008-01-01 00:00:00': 321.17512999999997, '2009-01-01 00:00:00': 322.92997, '2010-01-01 00:00:00': 324.6848, '2011-01-01 00:00:00': 323.38128, '2012-01-01 00:00:00': 322.07776, '2013-01-01 00:00:00': 320.77423999999996, '2014-01-01 00:00:00': 319.47072000000003, '2015-01-01 00:00:00': 318.1672, '2016-01-01 00:00:00': 316.86368, '2017-01-01 00:00:00': 315.56016, '2018-01-01 00:00:00': 314.25664, '2019-01-01 00:00:00': 312.95312, '2020-01-01 00:00:00': 311.6496, '2021-01-01 00:00:00': 313.11564, '2022-01-01 00:00:00': 314.58168, '2023-01-01 00:00:00': 316.04772, '2024-01-01 00:00:00': 317.51376, '2025-01-01 00:00:00': 318.9798, '2026-01-01 00:00:00': 320.44584, '2027-01-01 00:00:00': 321.91188, '2028-01-01 00:00:00': 323.37792, '2029-01-01 00:00:00': 324.84396, '2030-01-01 00:00:00': 326.31, '2031-01-01 00:00:00': 328.09167, '2032-01-01 00:00:00': 329.87334, '2033-01-01 00:00:00': 331.65501, '2034-01-01 00:00:00': 333.43667999999997, '2035-01-01 00:00:00': 335.21835, '2036-01-01 00:00:00': 337.00002, '2037-01-01 00:00:00': 338.78168999999997, '2038-01-01 00:00:00': 340.56336, '2039-01-01 00:00:00': 342.34503, '2040-01-01 00:00:00': 344.1267, '2041-01-01 00:00:00': 345.22016, '2042-01-01 00:00:00': 346.31362, '2043-01-01 00:00:00': 347.40708, '2044-01-01 00:00:00': 348.50054, '2045-01-01 00:00:00': 349.594, '2046-01-01 00:00:00': 350.68746, '2047-01-01 00:00:00': 351.78092000000004, '2048-01-01 00:00:00': 352.87438, '2049-01-01 00:00:00': 353.96783999999997, '2050-01-01 00:00:00': 355.0613, '2051-01-01 00:00:00': 355.94998, '2052-01-01 00:00:00': 356.83866, '2053-01-01 00:00:00': 357.72733999999997, '2054-01-01 00:00:00': 358.61602, '2055-01-01 00:00:00': 359.5047, '2056-01-01 00:00:00': 360.39338, '2057-01-01 00:00:00': 361.28206, '2058-01-01 00:00:00': 362.17073999999997, '2059-01-01 00:00:00': 363.05942000000005, '2060-01-01 00:00:00': 363.9481, '2061-01-01 00:00:00': 363.5485, '2062-01-01 00:00:00': 363.1489, '2063-01-01 00:00:00': 362.7493, '2064-01-01 00:00:00': 362.3497, '2065-01-01 00:00:00': 361.9501, '2066-01-01 00:00:00': 361.5505, '2067-01-01 00:00:00': 361.1509, '2068-01-01 00:00:00': 360.7513, '2069-01-01 00:00:00': 360.3517, '2070-01-01 00:00:00': 359.9521, '2071-01-01 00:00:00': 357.94993999999997, '2072-01-01 00:00:00': 355.94777999999997, '2073-01-01 00:00:00': 353.94562, '2074-01-01 00:00:00': 351.94346, '2075-01-01 00:00:00': 349.9413, '2076-01-01 00:00:00': 347.93914, '2077-01-01 00:00:00': 345.93698, '2078-01-01 00:00:00': 343.93482, '2079-01-01 00:00:00': 341.93266, '2080-01-01 00:00:00': 339.9305, '2081-01-01 00:00:00': 332.93877000000003, '2082-01-01 00:00:00': 325.94704, '2083-01-01 00:00:00': 318.95531, '2084-01-01 00:00:00': 311.96358, '2085-01-01 00:00:00': 304.97185, '2086-01-01 00:00:00': 297.98012, '2087-01-01 00:00:00': 290.98839, '2088-01-01 00:00:00': 283.99666, '2089-01-01 00:00:00': 277.00493, '2090-01-01 00:00:00': 270.0132, '2091-01-01 00:00:00': 267.60942, '2092-01-01 00:00:00': 265.20564, '2093-01-01 00:00:00': 262.80186000000003, '2094-01-01 00:00:00': 260.39808, '2095-01-01 00:00:00': 257.9943, '2096-01-01 00:00:00': 255.59052000000003, '2097-01-01 00:00:00': 253.18674, '2098-01-01 00:00:00': 250.78296, '2099-01-01 00:00:00': 248.37918, '2100-01-01 00:00:00': 245.9754, '2101-01-01 00:00:00': 245.99464, '2102-01-01 00:00:00': 246.01389, '2103-01-01 00:00:00': 246.03312999999997, '2104-01-01 00:00:00': 246.05237999999997, '2105-01-01 00:00:00': 246.07162000000002, '2106-01-01 00:00:00': 246.09086000000002, '2107-01-01 00:00:00': 246.11011000000002, '2108-01-01 00:00:00': 246.12935, '2109-01-01 00:00:00': 246.1486, '2110-01-01 00:00:00': 246.16783999999998, '2111-01-01 00:00:00': 246.18707999999998, '2112-01-01 00:00:00': 246.20632999999998, '2113-01-01 00:00:00': 246.22557, '2114-01-01 00:00:00': 246.24482000000003, '2115-01-01 00:00:00': 246.26406, '2116-01-01 00:00:00': 246.2833, '2117-01-01 00:00:00': 246.30255, '2118-01-01 00:00:00': 246.32179, '2119-01-01 00:00:00': 246.34104, '2120-01-01 00:00:00': 246.36028, '2121-01-01 00:00:00': 246.37952, '2122-01-01 00:00:00': 246.39877, '2123-01-01 00:00:00': 246.41801, '2124-01-01 00:00:00': 246.43726, '2125-01-01 00:00:00': 246.4565, '2126-01-01 00:00:00': 246.47572999999997, '2127-01-01 00:00:00': 246.49496000000002, '2128-01-01 00:00:00': 246.51418999999999, '2129-01-01 00:00:00': 246.53342, '2130-01-01 00:00:00': 246.55265, '2131-01-01 00:00:00': 246.57188, '2132-01-01 00:00:00': 246.59111000000001, '2133-01-01 00:00:00': 246.61033999999998, '2134-01-01 00:00:00': 246.62957000000003, '2135-01-01 00:00:00': 246.6488, '2136-01-01 00:00:00': 246.66803, '2137-01-01 00:00:00': 246.68727, '2138-01-01 00:00:00': 246.7065, '2139-01-01 00:00:00': 246.72572999999997, '2140-01-01 00:00:00': 246.74496000000002, '2141-01-01 00:00:00': 246.76418999999999, '2142-01-01 00:00:00': 246.78342, '2143-01-01 00:00:00': 246.80265, '2144-01-01 00:00:00': 246.82188, '2145-01-01 00:00:00': 246.84111000000001, '2146-01-01 00:00:00': 246.86033999999998, '2147-01-01 00:00:00': 246.87957000000003, '2148-01-01 00:00:00': 246.8988, '2149-01-01 00:00:00': 247.6444, '2150-01-01 00:00:00': 247.7303, '2151-01-01 00:00:00': 247.7774, '2152-01-01 00:00:00': 247.8331, '2153-01-01 00:00:00': 247.8896, '2154-01-01 00:00:00': 247.9452, '2155-01-01 00:00:00': 247.9997, '2156-01-01 00:00:00': 248.05092000000002, '2157-01-01 00:00:00': 248.10214, '2158-01-01 00:00:00': 248.15336000000002, '2159-01-01 00:00:00': 248.20458, '2160-01-01 00:00:00': 248.2558, '2161-01-01 00:00:00': 248.30274, '2162-01-01 00:00:00': 248.34967999999998, '2163-01-01 00:00:00': 248.39662, '2164-01-01 00:00:00': 248.44356000000002, '2165-01-01 00:00:00': 248.4905, '2166-01-01 00:00:00': 248.53416, '2167-01-01 00:00:00': 248.57782000000003, '2168-01-01 00:00:00': 248.62148, '2169-01-01 00:00:00': 248.66513999999998, '2170-01-01 00:00:00': 248.7088, '2171-01-01 00:00:00': 248.74978, '2172-01-01 00:00:00': 248.79076, '2173-01-01 00:00:00': 248.83174, '2174-01-01 00:00:00': 248.87272000000002, '2175-01-01 00:00:00': 248.9137, '2176-01-01 00:00:00': 248.95232000000001, '2177-01-01 00:00:00': 248.99094, '2178-01-01 00:00:00': 249.02956, '2179-01-01 00:00:00': 249.06817999999998, '2180-01-01 00:00:00': 249.1068, '2181-01-01 00:00:00': 249.14344, '2182-01-01 00:00:00': 249.18007999999998, '2183-01-01 00:00:00': 249.21672, '2184-01-01 00:00:00': 249.25336000000001, '2185-01-01 00:00:00': 249.29, '2186-01-01 00:00:00': 249.32487999999998, '2187-01-01 00:00:00': 249.35976000000002, '2188-01-01 00:00:00': 249.39463999999998, '2189-01-01 00:00:00': 249.42952000000002, '2190-01-01 00:00:00': 249.4644, '2191-01-01 00:00:00': 249.49772000000002, '2192-01-01 00:00:00': 249.53104, '2193-01-01 00:00:00': 249.56436000000002, '2194-01-01 00:00:00': 249.59767999999997, '2195-01-01 00:00:00': 249.631, '2196-01-01 00:00:00': 249.66292, '2197-01-01 00:00:00': 249.69484, '2198-01-01 00:00:00': 249.72676, '2199-01-01 00:00:00': 249.75867999999997, '2200-01-01 00:00:00': 249.7906, '2201-01-01 00:00:00': 249.82067999999998, '2202-01-01 00:00:00': 249.85076, '2203-01-01 00:00:00': 249.88083999999998, '2204-01-01 00:00:00': 249.91092000000003, '2205-01-01 00:00:00': 249.941, '2206-01-01 00:00:00': 249.97107999999997, '2207-01-01 00:00:00': 250.00116, '2208-01-01 00:00:00': 250.03124, '2209-01-01 00:00:00': 250.06132000000002, '2210-01-01 00:00:00': 250.0914, '2211-01-01 00:00:00': 250.11931, '2212-01-01 00:00:00': 250.14722000000003, '2213-01-01 00:00:00': 250.17512999999997, '2214-01-01 00:00:00': 250.20304, '2215-01-01 00:00:00': 250.23095, '2216-01-01 00:00:00': 250.25886, '2217-01-01 00:00:00': 250.28677000000002, '2218-01-01 00:00:00': 250.31467999999998, '2219-01-01 00:00:00': 250.34259, '2220-01-01 00:00:00': 250.3705, '2221-01-01 00:00:00': 250.3966, '2222-01-01 00:00:00': 250.4227, '2223-01-01 00:00:00': 250.4488, '2224-01-01 00:00:00': 250.4749, '2225-01-01 00:00:00': 250.501, '2226-01-01 00:00:00': 250.5271, '2227-01-01 00:00:00': 250.5532, '2228-01-01 00:00:00': 250.5793, '2229-01-01 00:00:00': 250.6054, '2230-01-01 00:00:00': 250.6315, '2231-01-01 00:00:00': 250.65601, '2232-01-01 00:00:00': 250.68052000000003, '2233-01-01 00:00:00': 250.70503, '2234-01-01 00:00:00': 250.72954, '2235-01-01 00:00:00': 250.75405, '2236-01-01 00:00:00': 250.77856, '2237-01-01 00:00:00': 250.80307000000002, '2238-01-01 00:00:00': 250.82757999999998, '2239-01-01 00:00:00': 250.85209, '2240-01-01 00:00:00': 250.8766, '2241-01-01 00:00:00': 250.89972000000003, '2242-01-01 00:00:00': 250.92283999999998, '2243-01-01 00:00:00': 250.94596, '2244-01-01 00:00:00': 250.96908, '2245-01-01 00:00:00': 250.9922, '2246-01-01 00:00:00': 251.01532000000003, '2247-01-01 00:00:00': 251.03843999999998, '2248-01-01 00:00:00': 251.06156000000001, '2249-01-01 00:00:00': 251.08468, '2250-01-01 00:00:00': 251.1078, '2251-01-01 00:00:00': 251.12887999999998, '2252-01-01 00:00:00': 251.14995, '2253-01-01 00:00:00': 251.17102999999997, '2254-01-01 00:00:00': 251.1921, '2255-01-01 00:00:00': 251.21318, '2256-01-01 00:00:00': 251.23426, '2257-01-01 00:00:00': 251.25533, '2258-01-01 00:00:00': 251.27641, '2259-01-01 00:00:00': 251.29747999999998, '2260-01-01 00:00:00': 251.31856000000002, '2261-01-01 00:00:00': 251.33964, '2262-01-01 00:00:00': 251.36071, '2263-01-01 00:00:00': 251.38179, '2264-01-01 00:00:00': 251.40286, '2265-01-01 00:00:00': 251.42394, '2266-01-01 00:00:00': 251.44502000000003, '2267-01-01 00:00:00': 251.46608999999998, '2268-01-01 00:00:00': 251.48717000000002, '2269-01-01 00:00:00': 251.50824, '2270-01-01 00:00:00': 251.52932, '2271-01-01 00:00:00': 251.5504, '2272-01-01 00:00:00': 251.57147, '2273-01-01 00:00:00': 251.59255, '2274-01-01 00:00:00': 251.61362000000003, '2275-01-01 00:00:00': 251.6347, '2276-01-01 00:00:00': 251.65339, '2277-01-01 00:00:00': 251.67208, '2278-01-01 00:00:00': 251.69076, '2279-01-01 00:00:00': 251.70945, '2280-01-01 00:00:00': 251.72814, '2281-01-01 00:00:00': 251.74683, '2282-01-01 00:00:00': 251.76552, '2283-01-01 00:00:00': 251.7842, '2284-01-01 00:00:00': 251.80289, '2285-01-01 00:00:00': 251.82157999999998, '2286-01-01 00:00:00': 251.84027000000003, '2287-01-01 00:00:00': 251.85896, '2288-01-01 00:00:00': 251.87763999999999, '2289-01-01 00:00:00': 251.89632999999998, '2290-01-01 00:00:00': 251.91502000000003, '2291-01-01 00:00:00': 251.93371000000002, '2292-01-01 00:00:00': 251.9524, '2293-01-01 00:00:00': 251.97107999999997, '2294-01-01 00:00:00': 251.98977000000002, '2295-01-01 00:00:00': 252.00846, '2296-01-01 00:00:00': 252.02715, '2297-01-01 00:00:00': 252.04584, '2298-01-01 00:00:00': 252.06452000000002, '2299-01-01 00:00:00': 252.08321, '2300-01-01 00:00:00': 252.1019, '2301-01-01 00:00:00': 252.1187, '2302-01-01 00:00:00': 252.1355, '2303-01-01 00:00:00': 252.1523, '2304-01-01 00:00:00': 252.1691, '2305-01-01 00:00:00': 252.1859, '2306-01-01 00:00:00': 252.2027, '2307-01-01 00:00:00': 252.2195, '2308-01-01 00:00:00': 252.2363, '2309-01-01 00:00:00': 252.2531, '2310-01-01 00:00:00': 252.2699, '2311-01-01 00:00:00': 252.2867, '2312-01-01 00:00:00': 252.3035, '2313-01-01 00:00:00': 252.3203, '2314-01-01 00:00:00': 252.3371, '2315-01-01 00:00:00': 252.3539, '2316-01-01 00:00:00': 252.3707, '2317-01-01 00:00:00': 252.3875, '2318-01-01 00:00:00': 252.4043, '2319-01-01 00:00:00': 252.4211, '2320-01-01 00:00:00': 252.4379, '2321-01-01 00:00:00': 252.4547, '2322-01-01 00:00:00': 252.4715, '2323-01-01 00:00:00': 252.4883, '2324-01-01 00:00:00': 252.5051, '2325-01-01 00:00:00': 252.5219, '2326-01-01 00:00:00': 252.53715, '2327-01-01 00:00:00': 252.5524, '2328-01-01 00:00:00': 252.56766000000002, '2329-01-01 00:00:00': 252.58291, '2330-01-01 00:00:00': 252.59816, '2331-01-01 00:00:00': 252.61341000000002, '2332-01-01 00:00:00': 252.62866, '2333-01-01 00:00:00': 252.64392, '2334-01-01 00:00:00': 252.65917000000002, '2335-01-01 00:00:00': 252.67442000000003, '2336-01-01 00:00:00': 252.68967, '2337-01-01 00:00:00': 252.70492000000002, '2338-01-01 00:00:00': 252.72017999999997, '2339-01-01 00:00:00': 252.73542999999998, '2340-01-01 00:00:00': 252.75068, '2341-01-01 00:00:00': 252.76592999999997, '2342-01-01 00:00:00': 252.78117999999998, '2343-01-01 00:00:00': 252.79644, '2344-01-01 00:00:00': 252.81169, '2345-01-01 00:00:00': 252.82693999999998, '2346-01-01 00:00:00': 252.84219, '2347-01-01 00:00:00': 252.85744, '2348-01-01 00:00:00': 252.8727, '2349-01-01 00:00:00': 252.88795, '2350-01-01 00:00:00': 252.9032, '2351-01-01 00:00:00': 252.91716, '2352-01-01 00:00:00': 252.93112999999997, '2353-01-01 00:00:00': 252.94509, '2354-01-01 00:00:00': 252.95906000000002, '2355-01-01 00:00:00': 252.97302000000002, '2356-01-01 00:00:00': 252.98698, '2357-01-01 00:00:00': 253.00095, '2358-01-01 00:00:00': 253.01491000000001, '2359-01-01 00:00:00': 253.02888, '2360-01-01 00:00:00': 253.04283999999998, '2361-01-01 00:00:00': 253.0568, '2362-01-01 00:00:00': 253.07077, '2363-01-01 00:00:00': 253.08472999999998, '2364-01-01 00:00:00': 253.0987, '2365-01-01 00:00:00': 253.11266, '2366-01-01 00:00:00': 253.12662000000003, '2367-01-01 00:00:00': 253.14059, '2368-01-01 00:00:00': 253.15455, '2369-01-01 00:00:00': 253.16852000000003, '2370-01-01 00:00:00': 253.18247999999997, '2371-01-01 00:00:00': 253.19644, '2372-01-01 00:00:00': 253.21041, '2373-01-01 00:00:00': 253.22437000000002, '2374-01-01 00:00:00': 253.23834, '2375-01-01 00:00:00': 253.2523, '2376-01-01 00:00:00': 253.26518, '2377-01-01 00:00:00': 253.27805, '2378-01-01 00:00:00': 253.29092999999997, '2379-01-01 00:00:00': 253.3038, '2380-01-01 00:00:00': 253.31668, '2381-01-01 00:00:00': 253.32956000000001, '2382-01-01 00:00:00': 253.34242999999998, '2383-01-01 00:00:00': 253.35531, '2384-01-01 00:00:00': 253.36818, '2385-01-01 00:00:00': 253.38106000000002, '2386-01-01 00:00:00': 253.39394, '2387-01-01 00:00:00': 253.40681, '2388-01-01 00:00:00': 253.41969, '2389-01-01 00:00:00': 253.43256, '2390-01-01 00:00:00': 253.44544, '2391-01-01 00:00:00': 253.45832000000001, '2392-01-01 00:00:00': 253.47118999999998, '2393-01-01 00:00:00': 253.48407000000003, '2394-01-01 00:00:00': 253.49694, '2395-01-01 00:00:00': 253.50982000000002, '2396-01-01 00:00:00': 253.5227, '2397-01-01 00:00:00': 253.53557, '2398-01-01 00:00:00': 253.54845, '2399-01-01 00:00:00': 253.56132000000002, '2400-01-01 00:00:00': 253.5742, '2401-01-01 00:00:00': 253.58614, '2402-01-01 00:00:00': 253.59808999999998, '2403-01-01 00:00:00': 253.61003, '2404-01-01 00:00:00': 253.62197999999998, '2405-01-01 00:00:00': 253.63392000000002, '2406-01-01 00:00:00': 253.64586, '2407-01-01 00:00:00': 253.65781, '2408-01-01 00:00:00': 253.66975, '2409-01-01 00:00:00': 253.6817, '2410-01-01 00:00:00': 253.69364, '2411-01-01 00:00:00': 253.70557999999997, '2412-01-01 00:00:00': 253.71752999999998, '2413-01-01 00:00:00': 253.72947000000002, '2414-01-01 00:00:00': 253.74142, '2415-01-01 00:00:00': 253.75336000000001, '2416-01-01 00:00:00': 253.7653, '2417-01-01 00:00:00': 253.77725, '2418-01-01 00:00:00': 253.78919, '2419-01-01 00:00:00': 253.80114, '2420-01-01 00:00:00': 253.81307999999999, '2421-01-01 00:00:00': 253.82502000000002, '2422-01-01 00:00:00': 253.83697, '2423-01-01 00:00:00': 253.84891000000002, '2424-01-01 00:00:00': 253.86086, '2425-01-01 00:00:00': 253.8728, '2426-01-01 00:00:00': 253.88393, '2427-01-01 00:00:00': 253.89506, '2428-01-01 00:00:00': 253.90617999999998, '2429-01-01 00:00:00': 253.91731000000001, '2430-01-01 00:00:00': 253.92844, '2431-01-01 00:00:00': 253.93957000000003, '2432-01-01 00:00:00': 253.9507, '2433-01-01 00:00:00': 253.96182000000002, '2434-01-01 00:00:00': 253.97295, '2435-01-01 00:00:00': 253.98407999999998, '2436-01-01 00:00:00': 253.99521000000001, '2437-01-01 00:00:00': 254.00634, '2438-01-01 00:00:00': 254.01746, '2439-01-01 00:00:00': 254.02858999999998, '2440-01-01 00:00:00': 254.03972000000002, '2441-01-01 00:00:00': 254.05085, '2442-01-01 00:00:00': 254.06197999999998, '2443-01-01 00:00:00': 254.0731, '2444-01-01 00:00:00': 254.08423, '2445-01-01 00:00:00': 254.09536, '2446-01-01 00:00:00': 254.10648999999998, '2447-01-01 00:00:00': 254.11762000000002, '2448-01-01 00:00:00': 254.12874, '2449-01-01 00:00:00': 254.13987000000003, '2450-01-01 00:00:00': 254.151, '2451-01-01 00:00:00': 254.16141000000002, '2452-01-01 00:00:00': 254.17182000000003, '2453-01-01 00:00:00': 254.18223999999998, '2454-01-01 00:00:00': 254.19265, '2455-01-01 00:00:00': 254.20306000000002, '2456-01-01 00:00:00': 254.21347000000003, '2457-01-01 00:00:00': 254.22387999999998, '2458-01-01 00:00:00': 254.2343, '2459-01-01 00:00:00': 254.24471, '2460-01-01 00:00:00': 254.25512, '2461-01-01 00:00:00': 254.26552999999998, '2462-01-01 00:00:00': 254.27594, '2463-01-01 00:00:00': 254.28636, '2464-01-01 00:00:00': 254.29677, '2465-01-01 00:00:00': 254.30718, '2466-01-01 00:00:00': 254.31759, '2467-01-01 00:00:00': 254.328, '2468-01-01 00:00:00': 254.33842, '2469-01-01 00:00:00': 254.34883, '2470-01-01 00:00:00': 254.35924, '2471-01-01 00:00:00': 254.36965, '2472-01-01 00:00:00': 254.38006000000001, '2473-01-01 00:00:00': 254.39047999999997, '2474-01-01 00:00:00': 254.40089, '2475-01-01 00:00:00': 254.4113, '2476-01-01 00:00:00': 254.42108, '2477-01-01 00:00:00': 254.43087000000003, '2478-01-01 00:00:00': 254.44065, '2479-01-01 00:00:00': 254.45044, '2480-01-01 00:00:00': 254.46022000000002, '2481-01-01 00:00:00': 254.47, '2482-01-01 00:00:00': 254.47978999999998, '2483-01-01 00:00:00': 254.48957000000001, '2484-01-01 00:00:00': 254.49936, '2485-01-01 00:00:00': 254.50914, '2486-01-01 00:00:00': 254.51892, '2487-01-01 00:00:00': 254.52871000000002, '2488-01-01 00:00:00': 254.53849, '2489-01-01 00:00:00': 254.54827999999998, '2490-01-01 00:00:00': 254.55806, '2491-01-01 00:00:00': 254.56784, '2492-01-01 00:00:00': 254.57762999999997, '2493-01-01 00:00:00': 254.58741, '2494-01-01 00:00:00': 254.5972, '2495-01-01 00:00:00': 254.60698, '2496-01-01 00:00:00': 254.61676, '2497-01-01 00:00:00': 254.62655, '2498-01-01 00:00:00': 254.63633, '2499-01-01 00:00:00': 254.64612000000002, '2500-01-01 00:00:00': 254.6559}, {'activity_id': 'not_applicable', 'mip_era': 'CMIP5', 'model': 'AIM', 'region': 'World', 'scenario': 'rcp60', 'unit': 'Mt CO/yr', 'variable': 'Emissions|CO', '1750-01-01 00:00:00': None, '1751-01-01 00:00:00': None, '1752-01-01 00:00:00': None, '1753-01-01 00:00:00': None, '1754-01-01 00:00:00': None, '1755-01-01 00:00:00': None, '1756-01-01 00:00:00': None, '1757-01-01 00:00:00': None, '1758-01-01 00:00:00': None, '1759-01-01 00:00:00': None, '1760-01-01 00:00:00': None, '1761-01-01 00:00:00': None, '1762-01-01 00:00:00': None, '1763-01-01 00:00:00': None, '1764-01-01 00:00:00': None, '1765-01-01 00:00:00': 0.0, '1766-01-01 00:00:00': 9.0502213, '1767-01-01 00:00:00': 12.960844, '1768-01-01 00:00:00': 16.876539, '1769-01-01 00:00:00': 20.797465, '1770-01-01 00:00:00': 24.723782, '1771-01-01 00:00:00': 28.655658000000003, '1772-01-01 00:00:00': 32.593264000000005, '1773-01-01 00:00:00': 36.536778000000005, '1774-01-01 00:00:00': 40.486382, '1775-01-01 00:00:00': 44.442265, '1776-01-01 00:00:00': 48.40462, '1777-01-01 00:00:00': 52.373649, '1778-01-01 00:00:00': 56.349557, '1779-01-01 00:00:00': 60.332558, '1780-01-01 00:00:00': 64.32287, '1781-01-01 00:00:00': 68.32072, '1782-01-01 00:00:00': 72.32634, '1783-01-01 00:00:00': 76.339972, '1784-01-01 00:00:00': 80.361863, '1785-01-01 00:00:00': 84.392268, '1786-01-01 00:00:00': 88.431451, '1787-01-01 00:00:00': 92.479683, '1788-01-01 00:00:00': 96.537244, '1789-01-01 00:00:00': 100.60441999999999, '1790-01-01 00:00:00': 104.68151999999999, '1791-01-01 00:00:00': 108.76883000000001, '1792-01-01 00:00:00': 112.86668, '1793-01-01 00:00:00': 116.9754, '1794-01-01 00:00:00': 121.09532, '1795-01-01 00:00:00': 125.22678, '1796-01-01 00:00:00': 129.37015, '1797-01-01 00:00:00': 133.52578, '1798-01-01 00:00:00': 137.69406999999998, '1799-01-01 00:00:00': 141.8754, '1800-01-01 00:00:00': 146.07018, '1801-01-01 00:00:00': 150.27882, '1802-01-01 00:00:00': 154.50173999999998, '1803-01-01 00:00:00': 158.7394, '1804-01-01 00:00:00': 162.99225, '1805-01-01 00:00:00': 167.26075, '1806-01-01 00:00:00': 171.5454, '1807-01-01 00:00:00': 175.84668, '1808-01-01 00:00:00': 180.16513, '1809-01-01 00:00:00': 184.50125, '1810-01-01 00:00:00': 188.85561, '1811-01-01 00:00:00': 193.22877, '1812-01-01 00:00:00': 197.62131000000002, '1813-01-01 00:00:00': 202.03382, '1814-01-01 00:00:00': 206.46693, '1815-01-01 00:00:00': 210.92127000000002, '1816-01-01 00:00:00': 215.39751, '1817-01-01 00:00:00': 219.8963, '1818-01-01 00:00:00': 224.41836, '1819-01-01 00:00:00': 228.96441000000002, '1820-01-01 00:00:00': 233.53517999999997, '1821-01-01 00:00:00': 238.13144, '1822-01-01 00:00:00': 242.75397999999998, '1823-01-01 00:00:00': 247.40361000000001, '1824-01-01 00:00:00': 252.08117000000001, '1825-01-01 00:00:00': 256.78752000000003, '1826-01-01 00:00:00': 261.52355, '1827-01-01 00:00:00': 266.29019, '1828-01-01 00:00:00': 271.08837, '1829-01-01 00:00:00': 275.91908, '1830-01-01 00:00:00': 280.78331000000003, '1831-01-01 00:00:00': 285.68212, '1832-01-01 00:00:00': 290.61656, '1833-01-01 00:00:00': 295.58772999999997, '1834-01-01 00:00:00': 300.59677999999997, '1835-01-01 00:00:00': 305.64487, '1836-01-01 00:00:00': 310.73322, '1837-01-01 00:00:00': 315.86307, '1838-01-01 00:00:00': 321.03569, '1839-01-01 00:00:00': 326.25242000000003, '1840-01-01 00:00:00': 331.51462000000004, '1841-01-01 00:00:00': 336.82369, '1842-01-01 00:00:00': 342.18109, '1843-01-01 00:00:00': 347.5883, '1844-01-01 00:00:00': 353.04688, '1845-01-01 00:00:00': 358.5584, '1846-01-01 00:00:00': 364.1245, '1847-01-01 00:00:00': 369.74689, '1848-01-01 00:00:00': 375.42728, '1849-01-01 00:00:00': 381.16749, '1850-01-01 00:00:00': 386.96935, '1851-01-01 00:00:00': 387.46072000000004, '1852-01-01 00:00:00': 387.95209, '1853-01-01 00:00:00': 388.44346, '1854-01-01 00:00:00': 388.93483, '1855-01-01 00:00:00': 389.42621, '1856-01-01 00:00:00': 389.91758, '1857-01-01 00:00:00': 390.40895, '1858-01-01 00:00:00': 390.90032, '1859-01-01 00:00:00': 391.39169, '1860-01-01 00:00:00': 391.88307000000003, '1861-01-01 00:00:00': 392.8961, '1862-01-01 00:00:00': 393.90914, '1863-01-01 00:00:00': 394.92217999999997, '1864-01-01 00:00:00': 395.93522, '1865-01-01 00:00:00': 396.94826, '1866-01-01 00:00:00': 397.9613, '1867-01-01 00:00:00': 398.97434, '1868-01-01 00:00:00': 399.98738, '1869-01-01 00:00:00': 401.00042, '1870-01-01 00:00:00': 402.01346, '1871-01-01 00:00:00': 403.03247999999996, '1872-01-01 00:00:00': 404.0515, '1873-01-01 00:00:00': 405.07052000000004, '1874-01-01 00:00:00': 406.08954, '1875-01-01 00:00:00': 407.10856, '1876-01-01 00:00:00': 408.12757999999997, '1877-01-01 00:00:00': 409.1466, '1878-01-01 00:00:00': 410.16562000000005, '1879-01-01 00:00:00': 411.18464, '1880-01-01 00:00:00': 412.20366, '1881-01-01 00:00:00': 413.25581, '1882-01-01 00:00:00': 414.30795, '1883-01-01 00:00:00': 415.3601, '1884-01-01 00:00:00': 416.41225, '1885-01-01 00:00:00': 417.46439, '1886-01-01 00:00:00': 418.51653999999996, '1887-01-01 00:00:00': 419.56869000000006, '1888-01-01 00:00:00': 420.62082999999996, '1889-01-01 00:00:00': 421.67298, '1890-01-01 00:00:00': 422.72513, '1891-01-01 00:00:00': 424.29312000000004, '1892-01-01 00:00:00': 425.86110999999994, '1893-01-01 00:00:00': 427.42911, '1894-01-01 00:00:00': 428.9971, '1895-01-01 00:00:00': 430.56509000000005, '1896-01-01 00:00:00': 432.13309000000004, '1897-01-01 00:00:00': 433.70108, '1898-01-01 00:00:00': 435.26907, '1899-01-01 00:00:00': 436.83707000000004, '1900-01-01 00:00:00': 438.40505999999993, '1901-01-01 00:00:00': 439.89155999999997, '1902-01-01 00:00:00': 441.37805999999995, '1903-01-01 00:00:00': 442.86456, '1904-01-01 00:00:00': 444.35105999999996, '1905-01-01 00:00:00': 445.83755999999994, '1906-01-01 00:00:00': 447.32406, '1907-01-01 00:00:00': 448.81055999999995, '1908-01-01 00:00:00': 450.29706, '1909-01-01 00:00:00': 451.78355999999997, '1910-01-01 00:00:00': 453.27005999999994, '1911-01-01 00:00:00': 451.75965, '1912-01-01 00:00:00': 450.24925, '1913-01-01 00:00:00': 448.73884000000004, '1914-01-01 00:00:00': 447.22844000000003, '1915-01-01 00:00:00': 445.71803, '1916-01-01 00:00:00': 444.20762, '1917-01-01 00:00:00': 442.69722, '1918-01-01 00:00:00': 441.18681, '1919-01-01 00:00:00': 439.67641, '1920-01-01 00:00:00': 438.166, '1921-01-01 00:00:00': 440.99557000000004, '1922-01-01 00:00:00': 443.82514000000003, '1923-01-01 00:00:00': 446.65470999999997, '1924-01-01 00:00:00': 449.48427000000004, '1925-01-01 00:00:00': 452.31384, '1926-01-01 00:00:00': 455.14340999999996, '1927-01-01 00:00:00': 457.97298, '1928-01-01 00:00:00': 460.80254, '1929-01-01 00:00:00': 463.63210999999995, '1930-01-01 00:00:00': 466.46168, '1931-01-01 00:00:00': 468.03074000000004, '1932-01-01 00:00:00': 469.5998, '1933-01-01 00:00:00': 471.16885999999994, '1934-01-01 00:00:00': 472.73790999999994, '1935-01-01 00:00:00': 474.30697000000004, '1936-01-01 00:00:00': 475.87602999999996, '1937-01-01 00:00:00': 477.44509000000005, '1938-01-01 00:00:00': 479.01415, '1939-01-01 00:00:00': 480.58320999999995, '1940-01-01 00:00:00': 482.15227000000004, '1941-01-01 00:00:00': 488.55777, '1942-01-01 00:00:00': 494.96327, '1943-01-01 00:00:00': 501.36877999999996, '1944-01-01 00:00:00': 507.77428, '1945-01-01 00:00:00': 514.17979, '1946-01-01 00:00:00': 520.58529, '1947-01-01 00:00:00': 526.9907900000001, '1948-01-01 00:00:00': 533.3963, '1949-01-01 00:00:00': 539.8018, '1950-01-01 00:00:00': 546.20731, '1951-01-01 00:00:00': 558.44614, '1952-01-01 00:00:00': 570.68497, '1953-01-01 00:00:00': 582.9238, '1954-01-01 00:00:00': 595.16263, '1955-01-01 00:00:00': 607.40145, '1956-01-01 00:00:00': 619.64028, '1957-01-01 00:00:00': 631.87911, '1958-01-01 00:00:00': 644.1179400000001, '1959-01-01 00:00:00': 656.35677, '1960-01-01 00:00:00': 668.5956, '1961-01-01 00:00:00': 682.67558, '1962-01-01 00:00:00': 696.75555, '1963-01-01 00:00:00': 710.83553, '1964-01-01 00:00:00': 724.9155099999999, '1965-01-01 00:00:00': 738.9954799999999, '1966-01-01 00:00:00': 753.0754599999999, '1967-01-01 00:00:00': 767.15544, '1968-01-01 00:00:00': 781.23541, '1969-01-01 00:00:00': 795.3153900000001, '1970-01-01 00:00:00': 809.3953700000001, '1971-01-01 00:00:00': 825.18291, '1972-01-01 00:00:00': 840.97046, '1973-01-01 00:00:00': 856.758, '1974-01-01 00:00:00': 872.54555, '1975-01-01 00:00:00': 888.3331, '1976-01-01 00:00:00': 904.1206400000001, '1977-01-01 00:00:00': 919.90819, '1978-01-01 00:00:00': 935.69573, '1979-01-01 00:00:00': 951.48328, '1980-01-01 00:00:00': 967.27082, '1981-01-01 00:00:00': 980.4447, '1982-01-01 00:00:00': 993.6185800000001, '1983-01-01 00:00:00': 1006.7925, '1984-01-01 00:00:00': 1019.9663, '1985-01-01 00:00:00': 1033.1402, '1986-01-01 00:00:00': 1046.3141, '1987-01-01 00:00:00': 1059.488, '1988-01-01 00:00:00': 1072.6618, '1989-01-01 00:00:00': 1085.8357, '1990-01-01 00:00:00': 1099.0096, '1991-01-01 00:00:00': 1095.9087, '1992-01-01 00:00:00': 1092.8078, '1993-01-01 00:00:00': 1089.707, '1994-01-01 00:00:00': 1086.6061, '1995-01-01 00:00:00': 1083.5052, '1996-01-01 00:00:00': 1080.4043, '1997-01-01 00:00:00': 1077.3034, '1998-01-01 00:00:00': 1074.2026, '1999-01-01 00:00:00': 1071.1017, '2000-01-01 00:00:00': 1068.0008, '2001-01-01 00:00:00': 1066.7448, '2002-01-01 00:00:00': 1065.4691, '2003-01-01 00:00:00': 1064.1741, '2004-01-01 00:00:00': 1062.8596, '2005-01-01 00:00:00': 1061.5255, '2006-01-01 00:00:00': 1057.4015, '2007-01-01 00:00:00': 1053.2589, '2008-01-01 00:00:00': 1049.0791, '2009-01-01 00:00:00': 1044.8993, '2010-01-01 00:00:00': 1040.7195, '2011-01-01 00:00:00': 1039.1875, '2012-01-01 00:00:00': 1037.6555, '2013-01-01 00:00:00': 1036.1234, '2014-01-01 00:00:00': 1034.5914, '2015-01-01 00:00:00': 1033.0594, '2016-01-01 00:00:00': 1031.5274, '2017-01-01 00:00:00': 1029.9954, '2018-01-01 00:00:00': 1028.4633, '2019-01-01 00:00:00': 1026.9313, '2020-01-01 00:00:00': 1025.3993, '2021-01-01 00:00:00': 1025.732, '2022-01-01 00:00:00': 1026.0648, '2023-01-01 00:00:00': 1026.3975, '2024-01-01 00:00:00': 1026.7303, '2025-01-01 00:00:00': 1027.063, '2026-01-01 00:00:00': 1027.3957, '2027-01-01 00:00:00': 1027.7285, '2028-01-01 00:00:00': 1028.0612, '2029-01-01 00:00:00': 1028.394, '2030-01-01 00:00:00': 1028.7267, '2031-01-01 00:00:00': 1030.971, '2032-01-01 00:00:00': 1033.2153, '2033-01-01 00:00:00': 1035.4597, '2034-01-01 00:00:00': 1037.704, '2035-01-01 00:00:00': 1039.9483, '2036-01-01 00:00:00': 1042.1926, '2037-01-01 00:00:00': 1044.4369, '2038-01-01 00:00:00': 1046.6813, '2039-01-01 00:00:00': 1048.9256, '2040-01-01 00:00:00': 1051.1699, '2041-01-01 00:00:00': 1049.4931, '2042-01-01 00:00:00': 1047.8163, '2043-01-01 00:00:00': 1046.1395, '2044-01-01 00:00:00': 1044.4627, '2045-01-01 00:00:00': 1042.7859, '2046-01-01 00:00:00': 1041.1092, '2047-01-01 00:00:00': 1039.4324, '2048-01-01 00:00:00': 1037.7556, '2049-01-01 00:00:00': 1036.0788, '2050-01-01 00:00:00': 1034.402, '2051-01-01 00:00:00': 1030.5732, '2052-01-01 00:00:00': 1026.7444, '2053-01-01 00:00:00': 1022.9156, '2054-01-01 00:00:00': 1019.0868, '2055-01-01 00:00:00': 1015.258, '2056-01-01 00:00:00': 1011.4293, '2057-01-01 00:00:00': 1007.6005, '2058-01-01 00:00:00': 1003.7717, '2059-01-01 00:00:00': 999.94289, '2060-01-01 00:00:00': 996.1141, '2061-01-01 00:00:00': 990.16887, '2062-01-01 00:00:00': 984.22364, '2063-01-01 00:00:00': 978.27841, '2064-01-01 00:00:00': 972.3331800000001, '2065-01-01 00:00:00': 966.38795, '2066-01-01 00:00:00': 960.4427199999999, '2067-01-01 00:00:00': 954.4974900000001, '2068-01-01 00:00:00': 948.5522599999999, '2069-01-01 00:00:00': 942.6070300000001, '2070-01-01 00:00:00': 936.6618, '2071-01-01 00:00:00': 930.2986400000001, '2072-01-01 00:00:00': 923.9354800000001, '2073-01-01 00:00:00': 917.5723199999999, '2074-01-01 00:00:00': 911.20916, '2075-01-01 00:00:00': 904.846, '2076-01-01 00:00:00': 898.48284, '2077-01-01 00:00:00': 892.1196800000001, '2078-01-01 00:00:00': 885.7565199999999, '2079-01-01 00:00:00': 879.3933599999999, '2080-01-01 00:00:00': 873.0302, '2081-01-01 00:00:00': 869.00559, '2082-01-01 00:00:00': 864.98098, '2083-01-01 00:00:00': 860.9563699999999, '2084-01-01 00:00:00': 856.9317599999999, '2085-01-01 00:00:00': 852.90715, '2086-01-01 00:00:00': 848.8825400000001, '2087-01-01 00:00:00': 844.8579300000001, '2088-01-01 00:00:00': 840.83332, '2089-01-01 00:00:00': 836.80871, '2090-01-01 00:00:00': 832.7841, '2091-01-01 00:00:00': 828.72826, '2092-01-01 00:00:00': 824.67242, '2093-01-01 00:00:00': 820.61658, '2094-01-01 00:00:00': 816.56074, '2095-01-01 00:00:00': 812.5049, '2096-01-01 00:00:00': 808.4490599999999, '2097-01-01 00:00:00': 804.39322, '2098-01-01 00:00:00': 800.3373799999999, '2099-01-01 00:00:00': 796.2815400000001, '2100-01-01 00:00:00': 792.2257, '2101-01-01 00:00:00': 792.2257, '2102-01-01 00:00:00': 792.2257, '2103-01-01 00:00:00': 792.2257, '2104-01-01 00:00:00': 792.2257, '2105-01-01 00:00:00': 792.2257, '2106-01-01 00:00:00': 792.2257, '2107-01-01 00:00:00': 792.2257, '2108-01-01 00:00:00': 792.2257, '2109-01-01 00:00:00': 792.2257, '2110-01-01 00:00:00': 792.2257, '2111-01-01 00:00:00': 792.2257, '2112-01-01 00:00:00': 792.2257, '2113-01-01 00:00:00': 792.2257, '2114-01-01 00:00:00': 792.2257, '2115-01-01 00:00:00': 792.2257, '2116-01-01 00:00:00': 792.2257, '2117-01-01 00:00:00': 792.2257, '2118-01-01 00:00:00': 792.2257, '2119-01-01 00:00:00': 792.2257, '2120-01-01 00:00:00': 792.2257, '2121-01-01 00:00:00': 792.2257, '2122-01-01 00:00:00': 792.2257, '2123-01-01 00:00:00': 792.2257, '2124-01-01 00:00:00': 792.2257, '2125-01-01 00:00:00': 792.2257, '2126-01-01 00:00:00': 792.2257, '2127-01-01 00:00:00': 792.2257, '2128-01-01 00:00:00': 792.2257, '2129-01-01 00:00:00': 792.2257, '2130-01-01 00:00:00': 792.2257, '2131-01-01 00:00:00': 792.2257, '2132-01-01 00:00:00': 792.2257, '2133-01-01 00:00:00': 792.2257, '2134-01-01 00:00:00': 792.2257, '2135-01-01 00:00:00': 792.2257, '2136-01-01 00:00:00': 792.2257, '2137-01-01 00:00:00': 792.2257, '2138-01-01 00:00:00': 792.2257, '2139-01-01 00:00:00': 792.2257, '2140-01-01 00:00:00': 792.2257, '2141-01-01 00:00:00': 792.2257, '2142-01-01 00:00:00': 792.2257, '2143-01-01 00:00:00': 792.2257, '2144-01-01 00:00:00': 792.2257, '2145-01-01 00:00:00': 792.2257, '2146-01-01 00:00:00': 792.2257, '2147-01-01 00:00:00': 792.2257, '2148-01-01 00:00:00': 792.2257, '2149-01-01 00:00:00': 792.2257, '2150-01-01 00:00:00': 792.2257, '2151-01-01 00:00:00': 792.2257, '2152-01-01 00:00:00': 792.2257, '2153-01-01 00:00:00': 792.2257, '2154-01-01 00:00:00': 792.2257, '2155-01-01 00:00:00': 792.2257, '2156-01-01 00:00:00': 792.2257, '2157-01-01 00:00:00': 792.2257, '2158-01-01 00:00:00': 792.2257, '2159-01-01 00:00:00': 792.2257, '2160-01-01 00:00:00': 792.2257, '2161-01-01 00:00:00': 792.2257, '2162-01-01 00:00:00': 792.2257, '2163-01-01 00:00:00': 792.2257, '2164-01-01 00:00:00': 792.2257, '2165-01-01 00:00:00': 792.2257, '2166-01-01 00:00:00': 792.2257, '2167-01-01 00:00:00': 792.2257, '2168-01-01 00:00:00': 792.2257, '2169-01-01 00:00:00': 792.2257, '2170-01-01 00:00:00': 792.2257, '2171-01-01 00:00:00': 792.2257, '2172-01-01 00:00:00': 792.2257, '2173-01-01 00:00:00': 792.2257, '2174-01-01 00:00:00': 792.2257, '2175-01-01 00:00:00': 792.2257, '2176-01-01 00:00:00': 792.2257, '2177-01-01 00:00:00': 792.2257, '2178-01-01 00:00:00': 792.2257, '2179-01-01 00:00:00': 792.2257, '2180-01-01 00:00:00': 792.2257, '2181-01-01 00:00:00': 792.2257, '2182-01-01 00:00:00': 792.2257, '2183-01-01 00:00:00': 792.2257, '2184-01-01 00:00:00': 792.2257, '2185-01-01 00:00:00': 792.2257, '2186-01-01 00:00:00': 792.2257, '2187-01-01 00:00:00': 792.2257, '2188-01-01 00:00:00': 792.2257, '2189-01-01 00:00:00': 792.2257, '2190-01-01 00:00:00': 792.2257, '2191-01-01 00:00:00': 792.2257, '2192-01-01 00:00:00': 792.2257, '2193-01-01 00:00:00': 792.2257, '2194-01-01 00:00:00': 792.2257, '2195-01-01 00:00:00': 792.2257, '2196-01-01 00:00:00': 792.2257, '2197-01-01 00:00:00': 792.2257, '2198-01-01 00:00:00': 792.2257, '2199-01-01 00:00:00': 792.2257, '2200-01-01 00:00:00': 792.2257, '2201-01-01 00:00:00': 792.2257, '2202-01-01 00:00:00': 792.2257, '2203-01-01 00:00:00': 792.2257, '2204-01-01 00:00:00': 792.2257, '2205-01-01 00:00:00': 792.2257, '2206-01-01 00:00:00': 792.2257, '2207-01-01 00:00:00': 792.2257, '2208-01-01 00:00:00': 792.2257, '2209-01-01 00:00:00': 792.2257, '2210-01-01 00:00:00': 792.2257, '2211-01-01 00:00:00': 792.2257, '2212-01-01 00:00:00': 792.2257, '2213-01-01 00:00:00': 792.2257, '2214-01-01 00:00:00': 792.2257, '2215-01-01 00:00:00': 792.2257, '2216-01-01 00:00:00': 792.2257, '2217-01-01 00:00:00': 792.2257, '2218-01-01 00:00:00': 792.2257, '2219-01-01 00:00:00': 792.2257, '2220-01-01 00:00:00': 792.2257, '2221-01-01 00:00:00': 792.2257, '2222-01-01 00:00:00': 792.2257, '2223-01-01 00:00:00': 792.2257, '2224-01-01 00:00:00': 792.2257, '2225-01-01 00:00:00': 792.2257, '2226-01-01 00:00:00': 792.2257, '2227-01-01 00:00:00': 792.2257, '2228-01-01 00:00:00': 792.2257, '2229-01-01 00:00:00': 792.2257, '2230-01-01 00:00:00': 792.2257, '2231-01-01 00:00:00': 792.2257, '2232-01-01 00:00:00': 792.2257, '2233-01-01 00:00:00': 792.2257, '2234-01-01 00:00:00': 792.2257, '2235-01-01 00:00:00': 792.2257, '2236-01-01 00:00:00': 792.2257, '2237-01-01 00:00:00': 792.2257, '2238-01-01 00:00:00': 792.2257, '2239-01-01 00:00:00': 792.2257, '2240-01-01 00:00:00': 792.2257, '2241-01-01 00:00:00': 792.2257, '2242-01-01 00:00:00': 792.2257, '2243-01-01 00:00:00': 792.2257, '2244-01-01 00:00:00': 792.2257, '2245-01-01 00:00:00': 792.2257, '2246-01-01 00:00:00': 792.2257, '2247-01-01 00:00:00': 792.2257, '2248-01-01 00:00:00': 792.2257, '2249-01-01 00:00:00': 792.2257, '2250-01-01 00:00:00': 792.2257, '2251-01-01 00:00:00': 792.2257, '2252-01-01 00:00:00': 792.2257, '2253-01-01 00:00:00': 792.2257, '2254-01-01 00:00:00': 792.2257, '2255-01-01 00:00:00': 792.2257, '2256-01-01 00:00:00': 792.2257, '2257-01-01 00:00:00': 792.2257, '2258-01-01 00:00:00': 792.2257, '2259-01-01 00:00:00': 792.2257, '2260-01-01 00:00:00': 792.2257, '2261-01-01 00:00:00': 792.2257, '2262-01-01 00:00:00': 792.2257, '2263-01-01 00:00:00': 792.2257, '2264-01-01 00:00:00': 792.2257, '2265-01-01 00:00:00': 792.2257, '2266-01-01 00:00:00': 792.2257, '2267-01-01 00:00:00': 792.2257, '2268-01-01 00:00:00': 792.2257, '2269-01-01 00:00:00': 792.2257, '2270-01-01 00:00:00': 792.2257, '2271-01-01 00:00:00': 792.2257, '2272-01-01 00:00:00': 792.2257, '2273-01-01 00:00:00': 792.2257, '2274-01-01 00:00:00': 792.2257, '2275-01-01 00:00:00': 792.2257, '2276-01-01 00:00:00': 792.2257, '2277-01-01 00:00:00': 792.2257, '2278-01-01 00:00:00': 792.2257, '2279-01-01 00:00:00': 792.2257, '2280-01-01 00:00:00': 792.2257, '2281-01-01 00:00:00': 792.2257, '2282-01-01 00:00:00': 792.2257, '2283-01-01 00:00:00': 792.2257, '2284-01-01 00:00:00': 792.2257, '2285-01-01 00:00:00': 792.2257, '2286-01-01 00:00:00': 792.2257, '2287-01-01 00:00:00': 792.2257, '2288-01-01 00:00:00': 792.2257, '2289-01-01 00:00:00': 792.2257, '2290-01-01 00:00:00': 792.2257, '2291-01-01 00:00:00': 792.2257, '2292-01-01 00:00:00': 792.2257, '2293-01-01 00:00:00': 792.2257, '2294-01-01 00:00:00': 792.2257, '2295-01-01 00:00:00': 792.2257, '2296-01-01 00:00:00': 792.2257, '2297-01-01 00:00:00': 792.2257, '2298-01-01 00:00:00': 792.2257, '2299-01-01 00:00:00': 792.2257, '2300-01-01 00:00:00': 792.2257, '2301-01-01 00:00:00': 792.2257, '2302-01-01 00:00:00': 792.2257, '2303-01-01 00:00:00': 792.2257, '2304-01-01 00:00:00': 792.2257, '2305-01-01 00:00:00': 792.2257, '2306-01-01 00:00:00': 792.2257, '2307-01-01 00:00:00': 792.2257, '2308-01-01 00:00:00': 792.2257, '2309-01-01 00:00:00': 792.2257, '2310-01-01 00:00:00': 792.2257, '2311-01-01 00:00:00': 792.2257, '2312-01-01 00:00:00': 792.2257, '2313-01-01 00:00:00': 792.2257, '2314-01-01 00:00:00': 792.2257, '2315-01-01 00:00:00': 792.2257, '2316-01-01 00:00:00': 792.2257, '2317-01-01 00:00:00': 792.2257, '2318-01-01 00:00:00': 792.2257, '2319-01-01 00:00:00': 792.2257, '2320-01-01 00:00:00': 792.2257, '2321-01-01 00:00:00': 792.2257, '2322-01-01 00:00:00': 792.2257, '2323-01-01 00:00:00': 792.2257, '2324-01-01 00:00:00': 792.2257, '2325-01-01 00:00:00': 792.2257, '2326-01-01 00:00:00': 792.2257, '2327-01-01 00:00:00': 792.2257, '2328-01-01 00:00:00': 792.2257, '2329-01-01 00:00:00': 792.2257, '2330-01-01 00:00:00': 792.2257, '2331-01-01 00:00:00': 792.2257, '2332-01-01 00:00:00': 792.2257, '2333-01-01 00:00:00': 792.2257, '2334-01-01 00:00:00': 792.2257, '2335-01-01 00:00:00': 792.2257, '2336-01-01 00:00:00': 792.2257, '2337-01-01 00:00:00': 792.2257, '2338-01-01 00:00:00': 792.2257, '2339-01-01 00:00:00': 792.2257, '2340-01-01 00:00:00': 792.2257, '2341-01-01 00:00:00': 792.2257, '2342-01-01 00:00:00': 792.2257, '2343-01-01 00:00:00': 792.2257, '2344-01-01 00:00:00': 792.2257, '2345-01-01 00:00:00': 792.2257, '2346-01-01 00:00:00': 792.2257, '2347-01-01 00:00:00': 792.2257, '2348-01-01 00:00:00': 792.2257, '2349-01-01 00:00:00': 792.2257, '2350-01-01 00:00:00': 792.2257, '2351-01-01 00:00:00': 792.2257, '2352-01-01 00:00:00': 792.2257, '2353-01-01 00:00:00': 792.2257, '2354-01-01 00:00:00': 792.2257, '2355-01-01 00:00:00': 792.2257, '2356-01-01 00:00:00': 792.2257, '2357-01-01 00:00:00': 792.2257, '2358-01-01 00:00:00': 792.2257, '2359-01-01 00:00:00': 792.2257, '2360-01-01 00:00:00': 792.2257, '2361-01-01 00:00:00': 792.2257, '2362-01-01 00:00:00': 792.2257, '2363-01-01 00:00:00': 792.2257, '2364-01-01 00:00:00': 792.2257, '2365-01-01 00:00:00': 792.2257, '2366-01-01 00:00:00': 792.2257, '2367-01-01 00:00:00': 792.2257, '2368-01-01 00:00:00': 792.2257, '2369-01-01 00:00:00': 792.2257, '2370-01-01 00:00:00': 792.2257, '2371-01-01 00:00:00': 792.2257, '2372-01-01 00:00:00': 792.2257, '2373-01-01 00:00:00': 792.2257, '2374-01-01 00:00:00': 792.2257, '2375-01-01 00:00:00': 792.2257, '2376-01-01 00:00:00': 792.2257, '2377-01-01 00:00:00': 792.2257, '2378-01-01 00:00:00': 792.2257, '2379-01-01 00:00:00': 792.2257, '2380-01-01 00:00:00': 792.2257, '2381-01-01 00:00:00': 792.2257, '2382-01-01 00:00:00': 792.2257, '2383-01-01 00:00:00': 792.2257, '2384-01-01 00:00:00': 792.2257, '2385-01-01 00:00:00': 792.2257, '2386-01-01 00:00:00': 792.2257, '2387-01-01 00:00:00': 792.2257, '2388-01-01 00:00:00': 792.2257, '2389-01-01 00:00:00': 792.2257, '2390-01-01 00:00:00': 792.2257, '2391-01-01 00:00:00': 792.2257, '2392-01-01 00:00:00': 792.2257, '2393-01-01 00:00:00': 792.2257, '2394-01-01 00:00:00': 792.2257, '2395-01-01 00:00:00': 792.2257, '2396-01-01 00:00:00': 792.2257, '2397-01-01 00:00:00': 792.2257, '2398-01-01 00:00:00': 792.2257, '2399-01-01 00:00:00': 792.2257, '2400-01-01 00:00:00': 792.2257, '2401-01-01 00:00:00': 792.2257, '2402-01-01 00:00:00': 792.2257, '2403-01-01 00:00:00': 792.2257, '2404-01-01 00:00:00': 792.2257, '2405-01-01 00:00:00': 792.2257, '2406-01-01 00:00:00': 792.2257, '2407-01-01 00:00:00': 792.2257, '2408-01-01 00:00:00': 792.2257, '2409-01-01 00:00:00': 792.2257, '2410-01-01 00:00:00': 792.2257, '2411-01-01 00:00:00': 792.2257, '2412-01-01 00:00:00': 792.2257, '2413-01-01 00:00:00': 792.2257, '2414-01-01 00:00:00': 792.2257, '2415-01-01 00:00:00': 792.2257, '2416-01-01 00:00:00': 792.2257, '2417-01-01 00:00:00': 792.2257, '2418-01-01 00:00:00': 792.2257, '2419-01-01 00:00:00': 792.2257, '2420-01-01 00:00:00': 792.2257, '2421-01-01 00:00:00': 792.2257, '2422-01-01 00:00:00': 792.2257, '2423-01-01 00:00:00': 792.2257, '2424-01-01 00:00:00': 792.2257, '2425-01-01 00:00:00': 792.2257, '2426-01-01 00:00:00': 792.2257, '2427-01-01 00:00:00': 792.2257, '2428-01-01 00:00:00': 792.2257, '2429-01-01 00:00:00': 792.2257, '2430-01-01 00:00:00': 792.2257, '2431-01-01 00:00:00': 792.2257, '2432-01-01 00:00:00': 792.2257, '2433-01-01 00:00:00': 792.2257, '2434-01-01 00:00:00': 792.2257, '2435-01-01 00:00:00': 792.2257, '2436-01-01 00:00:00': 792.2257, '2437-01-01 00:00:00': 792.2257, '2438-01-01 00:00:00': 792.2257, '2439-01-01 00:00:00': 792.2257, '2440-01-01 00:00:00': 792.2257, '2441-01-01 00:00:00': 792.2257, '2442-01-01 00:00:00': 792.2257, '2443-01-01 00:00:00': 792.2257, '2444-01-01 00:00:00': 792.2257, '2445-01-01 00:00:00': 792.2257, '2446-01-01 00:00:00': 792.2257, '2447-01-01 00:00:00': 792.2257, '2448-01-01 00:00:00': 792.2257, '2449-01-01 00:00:00': 792.2257, '2450-01-01 00:00:00': 792.2257, '2451-01-01 00:00:00': 792.2257, '2452-01-01 00:00:00': 792.2257, '2453-01-01 00:00:00': 792.2257, '2454-01-01 00:00:00': 792.2257, '2455-01-01 00:00:00': 792.2257, '2456-01-01 00:00:00': 792.2257, '2457-01-01 00:00:00': 792.2257, '2458-01-01 00:00:00': 792.2257, '2459-01-01 00:00:00': 792.2257, '2460-01-01 00:00:00': 792.2257, '2461-01-01 00:00:00': 792.2257, '2462-01-01 00:00:00': 792.2257, '2463-01-01 00:00:00': 792.2257, '2464-01-01 00:00:00': 792.2257, '2465-01-01 00:00:00': 792.2257, '2466-01-01 00:00:00': 792.2257, '2467-01-01 00:00:00': 792.2257, '2468-01-01 00:00:00': 792.2257, '2469-01-01 00:00:00': 792.2257, '2470-01-01 00:00:00': 792.2257, '2471-01-01 00:00:00': 792.2257, '2472-01-01 00:00:00': 792.2257, '2473-01-01 00:00:00': 792.2257, '2474-01-01 00:00:00': 792.2257, '2475-01-01 00:00:00': 792.2257, '2476-01-01 00:00:00': 792.2257, '2477-01-01 00:00:00': 792.2257, '2478-01-01 00:00:00': 792.2257, '2479-01-01 00:00:00': 792.2257, '2480-01-01 00:00:00': 792.2257, '2481-01-01 00:00:00': 792.2257, '2482-01-01 00:00:00': 792.2257, '2483-01-01 00:00:00': 792.2257, '2484-01-01 00:00:00': 792.2257, '2485-01-01 00:00:00': 792.2257, '2486-01-01 00:00:00': 792.2257, '2487-01-01 00:00:00': 792.2257, '2488-01-01 00:00:00': 792.2257, '2489-01-01 00:00:00': 792.2257, '2490-01-01 00:00:00': 792.2257, '2491-01-01 00:00:00': 792.2257, '2492-01-01 00:00:00': 792.2257, '2493-01-01 00:00:00': 792.2257, '2494-01-01 00:00:00': 792.2257, '2495-01-01 00:00:00': 792.2257, '2496-01-01 00:00:00': 792.2257, '2497-01-01 00:00:00': 792.2257, '2498-01-01 00:00:00': 792.2257, '2499-01-01 00:00:00': 792.2257, '2500-01-01 00:00:00': 792.2257}, {'activity_id': 'not_applicable', 'mip_era': 'CMIP5', 'model': 'AIM', 'region': 'World', 'scenario': 'rcp60', 'unit': 'Mt CO2/yr', 'variable': 'Emissions|CO2', '1750-01-01 00:00:00': None, '1751-01-01 00:00:00': None, '1752-01-01 00:00:00': None, '1753-01-01 00:00:00': None, '1754-01-01 00:00:00': None, '1755-01-01 00:00:00': None, '1756-01-01 00:00:00': None, '1757-01-01 00:00:00': None, '1758-01-01 00:00:00': None, '1759-01-01 00:00:00': None, '1760-01-01 00:00:00': None, '1761-01-01 00:00:00': None, '1762-01-01 00:00:00': None, '1763-01-01 00:00:00': None, '1764-01-01 00:00:00': None, '1765-01-01 00:00:00': 11.0, '1766-01-01 00:00:00': 30.573753099999998, '1767-01-01 00:00:00': 50.14750766666666, '1768-01-01 00:00:00': 69.72125966666665, '1769-01-01 00:00:00': 89.29501166666667, '1770-01-01 00:00:00': 108.86876733333334, '1771-01-01 00:00:00': 132.1091856333333, '1772-01-01 00:00:00': 151.68293763333332, '1773-01-01 00:00:00': 171.25669329999997, '1774-01-01 00:00:00': 190.83044529999998, '1775-01-01 00:00:00': 210.4041973, '1776-01-01 00:00:00': 229.9779493, '1777-01-01 00:00:00': 249.55170496666662, '1778-01-01 00:00:00': 269.1254569666666, '1779-01-01 00:00:00': 288.6992089666666, '1780-01-01 00:00:00': 308.2729646333333, '1781-01-01 00:00:00': 331.5133833, '1782-01-01 00:00:00': 351.08713529999994, '1783-01-01 00:00:00': 370.6608909666666, '1784-01-01 00:00:00': 390.2346429666667, '1785-01-01 00:00:00': 409.80840963333327, '1786-01-01 00:00:00': 429.38213963333334, '1787-01-01 00:00:00': 448.9559063, '1788-01-01 00:00:00': 468.5296729666666, '1789-01-01 00:00:00': 488.1034029666667, '1790-01-01 00:00:00': 507.6771696333333, '1791-01-01 00:00:00': 530.9175663, '1792-01-01 00:00:00': 550.4913329666667, '1793-01-01 00:00:00': 570.0650996333334, '1794-01-01 00:00:00': 589.6388296333333, '1795-01-01 00:00:00': 609.2125963, '1796-01-01 00:00:00': 628.7863629666667, '1797-01-01 00:00:00': 652.0267596333333, '1798-01-01 00:00:00': 671.6005263, '1799-01-01 00:00:00': 691.1742562999999, '1800-01-01 00:00:00': 714.4146896333334, '1801-01-01 00:00:00': 733.9884563, '1802-01-01 00:00:00': 760.8955196333333, '1803-01-01 00:00:00': 776.8026196333334, '1804-01-01 00:00:00': 796.3763863, '1805-01-01 00:00:00': 815.9501163, '1806-01-01 00:00:00': 839.1905492666667, '1807-01-01 00:00:00': 858.7643162999999, '1808-01-01 00:00:00': 878.3380463, '1809-01-01 00:00:00': 897.9118129666666, '1810-01-01 00:00:00': 917.4855429666667, '1811-01-01 00:00:00': 940.7259766666667, '1812-01-01 00:00:00': 960.2997433333333, '1813-01-01 00:00:00': 979.8734733333334, '1814-01-01 00:00:00': 999.44724, '1815-01-01 00:00:00': 1022.6876733333332, '1816-01-01 00:00:00': 1045.9280700000002, '1817-01-01 00:00:00': 1069.1685033333333, '1818-01-01 00:00:00': 1088.7422333333332, '1819-01-01 00:00:00': 1108.316, '1820-01-01 00:00:00': 1127.8897666666664, '1821-01-01 00:00:00': 1147.4634966666665, '1822-01-01 00:00:00': 1170.70393, '1823-01-01 00:00:00': 1193.9443633333333, '1824-01-01 00:00:00': 1213.5180933333334, '1825-01-01 00:00:00': 1236.7585266666665, '1826-01-01 00:00:00': 1256.3322933333332, '1827-01-01 00:00:00': 1279.57269, '1828-01-01 00:00:00': 1299.1464566666666, '1829-01-01 00:00:00': 1318.7201866666667, '1830-01-01 00:00:00': 1360.2939533333333, '1831-01-01 00:00:00': 1376.2010533333332, '1832-01-01 00:00:00': 1395.7747833333333, '1833-01-01 00:00:00': 1419.0152166666667, '1834-01-01 00:00:00': 1438.5889833333333, '1835-01-01 00:00:00': 1461.8293800000001, '1836-01-01 00:00:00': 1496.069813333333, '1837-01-01 00:00:00': 1515.6435433333331, '1838-01-01 00:00:00': 1538.8839766666667, '1839-01-01 00:00:00': 1562.12441, '1840-01-01 00:00:00': 1589.0314696666665, '1841-01-01 00:00:00': 1612.271903, '1842-01-01 00:00:00': 1639.1790029999997, '1843-01-01 00:00:00': 1662.4193996666665, '1844-01-01 00:00:00': 1689.3264996666667, '1845-01-01 00:00:00': 1723.5669329999998, '1846-01-01 00:00:00': 1743.140663, '1847-01-01 00:00:00': 1773.7144296666668, '1848-01-01 00:00:00': 1796.9548263333334, '1849-01-01 00:00:00': 1827.528593, '1850-01-01 00:00:00': 1861.7690263333334, '1851-01-01 00:00:00': 1836.2141929999998, '1852-01-01 00:00:00': 2037.2836696666668, '1853-01-01 00:00:00': 2039.9664596666667, '1854-01-01 00:00:00': 2070.995956333333, '1855-01-01 00:00:00': 2070.4905796666667, '1856-01-01 00:00:00': 2108.0945563333335, '1857-01-01 00:00:00': 2131.183996333333, '1858-01-01 00:00:00': 2153.1875896666666, '1859-01-01 00:00:00': 2189.930926333333, '1860-01-01 00:00:00': 2236.5452596666664, '1861-01-01 00:00:00': 2285.1531926666667, '1862-01-01 00:00:00': 2092.627636, '1863-01-01 00:00:00': 2118.4134400000003, '1864-01-01 00:00:00': 2149.173583333333, '1865-01-01 00:00:00': 2177.2496533333333, '1866-01-01 00:00:00': 2188.6779933333332, '1867-01-01 00:00:00': 2213.2228066666667, '1868-01-01 00:00:00': 2226.5272333333332, '1869-01-01 00:00:00': 2246.8103166666665, '1870-01-01 00:00:00': 2261.029833333333, '1871-01-01 00:00:00': 2360.10588, '1872-01-01 00:00:00': 2714.5558, '1873-01-01 00:00:00': 2791.43205, '1874-01-01 00:00:00': 2778.2756466666665, '1875-01-01 00:00:00': 2854.2303899999997, '1876-01-01 00:00:00': 2888.8860366666668, '1877-01-01 00:00:00': 2922.841276666666, '1878-01-01 00:00:00': 2951.852566666666, '1879-01-01 00:00:00': 3026.27424, '1880-01-01 00:00:00': 3143.224956666666, '1881-01-01 00:00:00': 3270.2007066666665, '1882-01-01 00:00:00': 3155.76811, '1883-01-01 00:00:00': 3228.564606666667, '1884-01-01 00:00:00': 3252.80175, '1885-01-01 00:00:00': 3271.5323666666663, '1886-01-01 00:00:00': 3293.195106666666, '1887-01-01 00:00:00': 3340.9315133333334, '1888-01-01 00:00:00': 3453.023016666667, '1889-01-01 00:00:00': 3447.4006966666666, '1890-01-01 00:00:00': 3548.4317366666664, '1891-01-01 00:00:00': 3601.5779799999996, '1892-01-01 00:00:00': 3656.36766, '1893-01-01 00:00:00': 3646.145433333333, '1894-01-01 00:00:00': 3752.3463266666663, '1895-01-01 00:00:00': 3851.5344999999998, '1896-01-01 00:00:00': 3906.020763333333, '1897-01-01 00:00:00': 3995.068403333333, '1898-01-01 00:00:00': 4092.003556666666, '1899-01-01 00:00:00': 4250.416316666666, '1900-01-01 00:00:00': 4353.089656666667, '1901-01-01 00:00:00': 4601.45829, '1902-01-01 00:00:00': 4652.90331, '1903-01-01 00:00:00': 4926.793483333333, '1904-01-01 00:00:00': 5031.741843333333, '1905-01-01 00:00:00': 5253.655733333333, '1906-01-01 00:00:00': 5512.957376666667, '1907-01-01 00:00:00': 5821.796676666667, '1908-01-01 00:00:00': 5725.180156666666, '1909-01-01 00:00:00': 5875.38622, '1910-01-01 00:00:00': 6016.932826666666, '1911-01-01 00:00:00': 5921.2781466666665, '1912-01-01 00:00:00': 5965.110909999999, '1913-01-01 00:00:00': 6108.592453333333, '1914-01-01 00:00:00': 5737.56887, '1915-01-01 00:00:00': 5660.41531, '1916-01-01 00:00:00': 5900.093723333333, '1917-01-01 00:00:00': 6109.386396666667, '1918-01-01 00:00:00': 6051.11562, '1919-01-01 00:00:00': 5594.065913333334, '1920-01-01 00:00:00': 6062.039023333333, '1921-01-01 00:00:00': 5721.527533333334, '1922-01-01 00:00:00': 5840.783263333333, '1923-01-01 00:00:00': 6318.723326666666, '1924-01-01 00:00:00': 6306.15546, '1925-01-01 00:00:00': 6354.65798, '1926-01-01 00:00:00': 6396.43862, '1927-01-01 00:00:00': 6817.00371, '1928-01-01 00:00:00': 6837.128503333332, '1929-01-01 00:00:00': 7220.495369999999, '1930-01-01 00:00:00': 7145.892416666666, '1931-01-01 00:00:00': 6758.916303333333, '1932-01-01 00:00:00': 6083.82852, '1933-01-01 00:00:00': 6239.15776, '1934-01-01 00:00:00': 6489.496016666666, '1935-01-01 00:00:00': 6679.624416666666, '1936-01-01 00:00:00': 7081.433076666666, '1937-01-01 00:00:00': 7291.896406666667, '1938-01-01 00:00:00': 7054.2348066666655, '1939-01-01 00:00:00': 7228.627119999999, '1940-01-01 00:00:00': 7574.71869, '1941-01-01 00:00:00': 7642.670126666666, '1942-01-01 00:00:00': 7740.515566666667, '1943-01-01 00:00:00': 7900.807199999999, '1944-01-01 00:00:00': 7888.46168, '1945-01-01 00:00:00': 7073.540429999999, '1946-01-01 00:00:00': 7627.212706666666, '1947-01-01 00:00:00': 8294.659779999998, '1948-01-01 00:00:00': 8595.144946666665, '1949-01-01 00:00:00': 8437.463503333332, '1950-01-01 00:00:00': 9248.560383333333, '1951-01-01 00:00:00': 10473.907033333333, '1952-01-01 00:00:00': 10654.005266666667, '1953-01-01 00:00:00': 10800.229366666666, '1954-01-01 00:00:00': 11062.852533333335, '1955-01-01 00:00:00': 11858.680166666665, '1956-01-01 00:00:00': 12549.857099999997, '1957-01-01 00:00:00': 12986.863266666667, '1958-01-01 00:00:00': 13381.799566666667, '1959-01-01 00:00:00': 13440.517566666666, '1960-01-01 00:00:00': 13820.705433333333, '1961-01-01 00:00:00': 14073.846599999999, '1962-01-01 00:00:00': 14430.429566666666, '1963-01-01 00:00:00': 15005.080566666666, '1964-01-01 00:00:00': 15618.488966666664, '1965-01-01 00:00:00': 16167.271266666667, '1966-01-01 00:00:00': 16861.88826666667, '1967-01-01 00:00:00': 17264.959799999997, '1968-01-01 00:00:00': 17685.076933333334, '1969-01-01 00:00:00': 18474.088966666666, '1970-01-01 00:00:00': 19334.7473, '1971-01-01 00:00:00': 19440.2681, '1972-01-01 00:00:00': 19968.894366666667, '1973-01-01 00:00:00': 20783.0282, '1974-01-01 00:00:00': 20836.702699999998, '1975-01-01 00:00:00': 20704.154533333334, '1976-01-01 00:00:00': 21903.22823333333, '1977-01-01 00:00:00': 22450.953799999996, '1978-01-01 00:00:00': 22716.35666666667, '1979-01-01 00:00:00': 23656.279899999998, '1980-01-01 00:00:00': 23309.768533333332, '1981-01-01 00:00:00': 22780.494366666666, '1982-01-01 00:00:00': 23163.820166666665, '1983-01-01 00:00:00': 23230.24036666667, '1984-01-01 00:00:00': 24016.9721, '1985-01-01 00:00:00': 24637.597966666664, '1986-01-01 00:00:00': 25289.741766666666, '1987-01-01 00:00:00': 25839.031533333335, '1988-01-01 00:00:00': 26695.990933333334, '1989-01-01 00:00:00': 27179.6932, '1990-01-01 00:00:00': 27366.105433333334, '1991-01-01 00:00:00': 27925.259633333335, '1992-01-01 00:00:00': 27212.278133333333, '1993-01-01 00:00:00': 27214.368866666664, '1994-01-01 00:00:00': 27615.85053333333, '1995-01-01 00:00:00': 28039.038133333335, '1996-01-01 00:00:00': 28457.37583333333, '1997-01-01 00:00:00': 28736.1789, '1998-01-01 00:00:00': 28610.4247, '1999-01-01 00:00:00': 28423.227066666666, '2000-01-01 00:00:00': 28907.266666666666, '2001-01-01 00:00:00': 29435.63333333333, '2002-01-01 00:00:00': 29995.899999999998, '2003-01-01 00:00:00': 31209.566666666666, '2004-01-01 00:00:00': 32687.6, '2005-01-01 00:00:00': 33610.5, '2006-01-01 00:00:00': 33780.63333333333, '2007-01-01 00:00:00': 33946.73333333333, '2008-01-01 00:00:00': 34106.722466666666, '2009-01-01 00:00:00': 34266.71097666667, '2010-01-01 00:00:00': 34426.7, '2011-01-01 00:00:00': 34414.81999999999, '2012-01-01 00:00:00': 34402.939999999995, '2013-01-01 00:00:00': 34391.060000000005, '2014-01-01 00:00:00': 34379.18, '2015-01-01 00:00:00': 34367.299999999996, '2016-01-01 00:00:00': 34355.42, '2017-01-01 00:00:00': 34343.54, '2018-01-01 00:00:00': 34331.659999999996, '2019-01-01 00:00:00': 34319.78, '2020-01-01 00:00:00': 34307.9, '2021-01-01 00:00:00': 34337.63666666666, '2022-01-01 00:00:00': 34367.37333333333, '2023-01-01 00:00:00': 34397.11, '2024-01-01 00:00:00': 34426.846666666665, '2025-01-01 00:00:00': 34456.58333333333, '2026-01-01 00:00:00': 34486.32, '2027-01-01 00:00:00': 34516.056666666664, '2028-01-01 00:00:00': 34545.793333333335, '2029-01-01 00:00:00': 34575.53, '2030-01-01 00:00:00': 34605.26666666667, '2031-01-01 00:00:00': 35119.479999999996, '2032-01-01 00:00:00': 35633.69333333333, '2033-01-01 00:00:00': 36147.90666666667, '2034-01-01 00:00:00': 36662.12, '2035-01-01 00:00:00': 37176.33333333333, '2036-01-01 00:00:00': 37690.54666666666, '2037-01-01 00:00:00': 38204.759999999995, '2038-01-01 00:00:00': 38718.973333333335, '2039-01-01 00:00:00': 39233.18666666666, '2040-01-01 00:00:00': 39747.399999999994, '2041-01-01 00:00:00': 40385.32666666667, '2042-01-01 00:00:00': 41023.253333333334, '2043-01-01 00:00:00': 41661.18, '2044-01-01 00:00:00': 42299.10666666667, '2045-01-01 00:00:00': 42937.03333333333, '2046-01-01 00:00:00': 43574.96, '2047-01-01 00:00:00': 44212.886666666665, '2048-01-01 00:00:00': 44850.81333333333, '2049-01-01 00:00:00': 45488.74, '2050-01-01 00:00:00': 46126.666666666664, '2051-01-01 00:00:00': 46854.86666666667, '2052-01-01 00:00:00': 47583.066666666666, '2053-01-01 00:00:00': 48311.26666666666, '2054-01-01 00:00:00': 49039.46666666666, '2055-01-01 00:00:00': 49767.66666666667, '2056-01-01 00:00:00': 50495.86666666667, '2057-01-01 00:00:00': 51224.066666666666, '2058-01-01 00:00:00': 51952.26666666666, '2059-01-01 00:00:00': 52680.46666666666, '2060-01-01 00:00:00': 53408.666666666664, '2061-01-01 00:00:00': 54109.25666666667, '2062-01-01 00:00:00': 54809.84666666667, '2063-01-01 00:00:00': 55510.43666666666, '2064-01-01 00:00:00': 56211.026666666665, '2065-01-01 00:00:00': 56911.61666666667, '2066-01-01 00:00:00': 57612.20666666667, '2067-01-01 00:00:00': 58312.79666666667, '2068-01-01 00:00:00': 59013.38666666666, '2069-01-01 00:00:00': 59713.97666666666, '2070-01-01 00:00:00': 60414.566666666666, '2071-01-01 00:00:00': 60798.833333333336, '2072-01-01 00:00:00': 61183.1, '2073-01-01 00:00:00': 61567.36666666666, '2074-01-01 00:00:00': 61951.633333333324, '2075-01-01 00:00:00': 62335.9, '2076-01-01 00:00:00': 62720.16666666667, '2077-01-01 00:00:00': 63104.433333333334, '2078-01-01 00:00:00': 63488.7, '2079-01-01 00:00:00': 63872.96666666665, '2080-01-01 00:00:00': 64257.23333333333, '2081-01-01 00:00:00': 63168.56333333333, '2082-01-01 00:00:00': 62079.89333333333, '2083-01-01 00:00:00': 60991.223333333335, '2084-01-01 00:00:00': 59902.55333333333, '2085-01-01 00:00:00': 58813.883333333324, '2086-01-01 00:00:00': 57725.21333333333, '2087-01-01 00:00:00': 56636.543333333335, '2088-01-01 00:00:00': 55547.87333333332, '2089-01-01 00:00:00': 54459.20333333333, '2090-01-01 00:00:00': 53370.53333333333, '2091-01-01 00:00:00': 53142.87, '2092-01-01 00:00:00': 52915.20666666666, '2093-01-01 00:00:00': 52687.543333333335, '2094-01-01 00:00:00': 52459.87999999999, '2095-01-01 00:00:00': 52232.21666666667, '2096-01-01 00:00:00': 52004.55333333334, '2097-01-01 00:00:00': 51776.88999999999, '2098-01-01 00:00:00': 51549.22666666667, '2099-01-01 00:00:00': 51321.56333333333, '2100-01-01 00:00:00': 51093.899999999994, '2101-01-01 00:00:00': 50315.393333333326, '2102-01-01 00:00:00': 49536.886666666665, '2103-01-01 00:00:00': 48758.37999999999, '2104-01-01 00:00:00': 47979.87333333334, '2105-01-01 00:00:00': 47201.36666666667, '2106-01-01 00:00:00': 46422.86, '2107-01-01 00:00:00': 45644.35333333333, '2108-01-01 00:00:00': 44865.846666666665, '2109-01-01 00:00:00': 44087.34, '2110-01-01 00:00:00': 43308.833333333336, '2111-01-01 00:00:00': 42530.326666666675, '2112-01-01 00:00:00': 41751.82000000001, '2113-01-01 00:00:00': 40973.31333333333, '2114-01-01 00:00:00': 40194.806666666664, '2115-01-01 00:00:00': 39416.299999999996, '2116-01-01 00:00:00': 38637.79333333333, '2117-01-01 00:00:00': 37859.28666666666, '2118-01-01 00:00:00': 37080.77999999999, '2119-01-01 00:00:00': 36302.27333333333, '2120-01-01 00:00:00': 35523.76666666666, '2121-01-01 00:00:00': 34745.259999999995, '2122-01-01 00:00:00': 33966.753333333334, '2123-01-01 00:00:00': 33188.246666666666, '2124-01-01 00:00:00': 32409.739999999998, '2125-01-01 00:00:00': 31631.23333333333, '2126-01-01 00:00:00': 30879.327600000004, '2127-01-01 00:00:00': 30127.421866666664, '2128-01-01 00:00:00': 29375.515766666667, '2129-01-01 00:00:00': 28623.610033333334, '2130-01-01 00:00:00': 27871.7043, '2131-01-01 00:00:00': 27119.798566666665, '2132-01-01 00:00:00': 26367.89283333333, '2133-01-01 00:00:00': 25615.9871, '2134-01-01 00:00:00': 24864.081000000002, '2135-01-01 00:00:00': 24112.17526666667, '2136-01-01 00:00:00': 23360.269533333332, '2137-01-01 00:00:00': 22608.363800000003, '2138-01-01 00:00:00': 21856.45806666667, '2139-01-01 00:00:00': 21104.552333333333, '2140-01-01 00:00:00': 20352.646233333333, '2141-01-01 00:00:00': 19600.7405, '2142-01-01 00:00:00': 18848.834766666663, '2143-01-01 00:00:00': 18096.92903333333, '2144-01-01 00:00:00': 17345.0233, '2145-01-01 00:00:00': 16593.117566666664, '2146-01-01 00:00:00': 15841.211466666668, '2147-01-01 00:00:00': 15089.305733333335, '2148-01-01 00:00:00': 14337.4, '2149-01-01 00:00:00': 13081.933333333332, '2150-01-01 00:00:00': 12856.066666666668, '2151-01-01 00:00:00': 12604.166666666666, '2152-01-01 00:00:00': 12362.9, '2153-01-01 00:00:00': 12141.8, '2154-01-01 00:00:00': 11933.166666666666, '2155-01-01 00:00:00': 11735.166666666666, '2156-01-01 00:00:00': 11559.68, '2157-01-01 00:00:00': 11384.193333333333, '2158-01-01 00:00:00': 11208.706666666665, '2159-01-01 00:00:00': 11033.22, '2160-01-01 00:00:00': 10857.733333333332, '2161-01-01 00:00:00': 10710.48, '2162-01-01 00:00:00': 10563.226666666666, '2163-01-01 00:00:00': 10415.973333333333, '2164-01-01 00:00:00': 10268.72, '2165-01-01 00:00:00': 10121.466666666667, '2166-01-01 00:00:00': 9994.6, '2167-01-01 00:00:00': 9867.733333333332, '2168-01-01 00:00:00': 9740.866666666667, '2169-01-01 00:00:00': 9614.0, '2170-01-01 00:00:00': 9487.133333333333, '2171-01-01 00:00:00': 9375.813333333334, '2172-01-01 00:00:00': 9264.493333333332, '2173-01-01 00:00:00': 9153.173333333332, '2174-01-01 00:00:00': 9041.853333333333, '2175-01-01 00:00:00': 8930.533333333333, '2176-01-01 00:00:00': 8832.413333333334, '2177-01-01 00:00:00': 8734.293333333331, '2178-01-01 00:00:00': 8636.173333333332, '2179-01-01 00:00:00': 8538.053333333333, '2180-01-01 00:00:00': 8439.933333333332, '2181-01-01 00:00:00': 8352.74, '2182-01-01 00:00:00': 8265.546666666667, '2183-01-01 00:00:00': 8178.353333333333, '2184-01-01 00:00:00': 8091.16, '2185-01-01 00:00:00': 8003.966666666666, '2186-01-01 00:00:00': 7926.233333333334, '2187-01-01 00:00:00': 7848.499999999999, '2188-01-01 00:00:00': 7770.766666666666, '2189-01-01 00:00:00': 7693.033333333333, '2190-01-01 00:00:00': 7615.3, '2191-01-01 00:00:00': 7545.706666666667, '2192-01-01 00:00:00': 7476.113333333334, '2193-01-01 00:00:00': 7406.519999999999, '2194-01-01 00:00:00': 7336.926666666665, '2195-01-01 00:00:00': 7267.333333333333, '2196-01-01 00:00:00': 7204.926666666666, '2197-01-01 00:00:00': 7142.5199999999995, '2198-01-01 00:00:00': 7080.113333333334, '2199-01-01 00:00:00': 7017.706666666667, '2200-01-01 00:00:00': 6955.3, '2201-01-01 00:00:00': 6901.95, '2202-01-01 00:00:00': 6848.599999999999, '2203-01-01 00:00:00': 6795.25, '2204-01-01 00:00:00': 6741.9, '2205-01-01 00:00:00': 6688.549999999999, '2206-01-01 00:00:00': 6635.2, '2207-01-01 00:00:00': 6581.849999999999, '2208-01-01 00:00:00': 6528.5, '2209-01-01 00:00:00': 6475.15, '2210-01-01 00:00:00': 6421.8, '2211-01-01 00:00:00': 6378.276666666667, '2212-01-01 00:00:00': 6334.753333333332, '2213-01-01 00:00:00': 6291.2300000000005, '2214-01-01 00:00:00': 6247.706666666667, '2215-01-01 00:00:00': 6204.183333333333, '2216-01-01 00:00:00': 6160.66, '2217-01-01 00:00:00': 6117.136666666666, '2218-01-01 00:00:00': 6073.613333333334, '2219-01-01 00:00:00': 6030.09, '2220-01-01 00:00:00': 5986.566666666667, '2221-01-01 00:00:00': 5950.78, '2222-01-01 00:00:00': 5914.993333333333, '2223-01-01 00:00:00': 5879.206666666667, '2224-01-01 00:00:00': 5843.42, '2225-01-01 00:00:00': 5807.633333333333, '2226-01-01 00:00:00': 5771.846666666666, '2227-01-01 00:00:00': 5736.0599999999995, '2228-01-01 00:00:00': 5700.2733333333335, '2229-01-01 00:00:00': 5664.486666666667, '2230-01-01 00:00:00': 5628.7, '2231-01-01 00:00:00': 5598.89, '2232-01-01 00:00:00': 5569.08, '2233-01-01 00:00:00': 5539.2699999999995, '2234-01-01 00:00:00': 5509.46, '2235-01-01 00:00:00': 5479.65, '2236-01-01 00:00:00': 5449.84, '2237-01-01 00:00:00': 5420.03, '2238-01-01 00:00:00': 5390.22, '2239-01-01 00:00:00': 5360.41, '2240-01-01 00:00:00': 5330.599999999999, '2241-01-01 00:00:00': 5305.74, '2242-01-01 00:00:00': 5280.879999999999, '2243-01-01 00:00:00': 5256.0199999999995, '2244-01-01 00:00:00': 5231.16, '2245-01-01 00:00:00': 5206.299999999999, '2246-01-01 00:00:00': 5181.4400000000005, '2247-01-01 00:00:00': 5156.58, '2248-01-01 00:00:00': 5131.72, '2249-01-01 00:00:00': 5106.86, '2250-01-01 00:00:00': 5081.999999999999, '2251-01-01 00:00:00': 5063.197333333333, '2252-01-01 00:00:00': 5044.394666666667, '2253-01-01 00:00:00': 5025.592, '2254-01-01 00:00:00': 5006.789333333332, '2255-01-01 00:00:00': 4987.986666666667, '2256-01-01 00:00:00': 4969.184, '2257-01-01 00:00:00': 4950.381333333334, '2258-01-01 00:00:00': 4931.578666666666, '2259-01-01 00:00:00': 4912.776, '2260-01-01 00:00:00': 4893.973333333333, '2261-01-01 00:00:00': 4875.170666666667, '2262-01-01 00:00:00': 4856.3679999999995, '2263-01-01 00:00:00': 4837.565333333333, '2264-01-01 00:00:00': 4818.7626666666665, '2265-01-01 00:00:00': 4799.96, '2266-01-01 00:00:00': 4781.157333333334, '2267-01-01 00:00:00': 4762.354666666666, '2268-01-01 00:00:00': 4743.552, '2269-01-01 00:00:00': 4724.749333333333, '2270-01-01 00:00:00': 4705.946666666666, '2271-01-01 00:00:00': 4687.144, '2272-01-01 00:00:00': 4668.341333333334, '2273-01-01 00:00:00': 4649.538666666666, '2274-01-01 00:00:00': 4630.736, '2275-01-01 00:00:00': 4611.933333333333, '2276-01-01 00:00:00': 4598.850666666666, '2277-01-01 00:00:00': 4585.768, '2278-01-01 00:00:00': 4572.685333333333, '2279-01-01 00:00:00': 4559.602666666667, '2280-01-01 00:00:00': 4546.5199999999995, '2281-01-01 00:00:00': 4533.437333333333, '2282-01-01 00:00:00': 4520.354666666666, '2283-01-01 00:00:00': 4507.271999999999, '2284-01-01 00:00:00': 4494.189333333333, '2285-01-01 00:00:00': 4481.106666666667, '2286-01-01 00:00:00': 4468.024, '2287-01-01 00:00:00': 4454.941333333333, '2288-01-01 00:00:00': 4441.858666666667, '2289-01-01 00:00:00': 4428.776, '2290-01-01 00:00:00': 4415.693333333334, '2291-01-01 00:00:00': 4402.6106666666665, '2292-01-01 00:00:00': 4389.527999999999, '2293-01-01 00:00:00': 4376.445333333333, '2294-01-01 00:00:00': 4363.362666666666, '2295-01-01 00:00:00': 4350.28, '2296-01-01 00:00:00': 4337.197333333333, '2297-01-01 00:00:00': 4324.114666666667, '2298-01-01 00:00:00': 4311.032, '2299-01-01 00:00:00': 4297.949333333334, '2300-01-01 00:00:00': 4284.866666666667, '2301-01-01 00:00:00': 4275.201333333333, '2302-01-01 00:00:00': 4265.536, '2303-01-01 00:00:00': 4255.870666666667, '2304-01-01 00:00:00': 4246.205333333333, '2305-01-01 00:00:00': 4236.54, '2306-01-01 00:00:00': 4226.874666666667, '2307-01-01 00:00:00': 4217.209333333333, '2308-01-01 00:00:00': 4207.544, '2309-01-01 00:00:00': 4197.8786666666665, '2310-01-01 00:00:00': 4188.213333333333, '2311-01-01 00:00:00': 4178.548, '2312-01-01 00:00:00': 4168.882666666666, '2313-01-01 00:00:00': 4159.217333333333, '2314-01-01 00:00:00': 4149.551999999999, '2315-01-01 00:00:00': 4139.886666666666, '2316-01-01 00:00:00': 4130.221333333333, '2317-01-01 00:00:00': 4120.556, '2318-01-01 00:00:00': 4110.890666666667, '2319-01-01 00:00:00': 4101.225333333334, '2320-01-01 00:00:00': 4091.56, '2321-01-01 00:00:00': 4081.894666666667, '2322-01-01 00:00:00': 4072.229333333333, '2323-01-01 00:00:00': 4062.564, '2324-01-01 00:00:00': 4052.898666666667, '2325-01-01 00:00:00': 4043.233333333333, '2326-01-01 00:00:00': 4035.650666666667, '2327-01-01 00:00:00': 4028.0679999999993, '2328-01-01 00:00:00': 4020.485333333333, '2329-01-01 00:00:00': 4012.9026666666664, '2330-01-01 00:00:00': 4005.3199999999997, '2331-01-01 00:00:00': 3997.7373333333335, '2332-01-01 00:00:00': 3990.154666666667, '2333-01-01 00:00:00': 3982.5719999999997, '2334-01-01 00:00:00': 3974.989333333333, '2335-01-01 00:00:00': 3967.4066666666663, '2336-01-01 00:00:00': 3959.824, '2337-01-01 00:00:00': 3952.2413333333334, '2338-01-01 00:00:00': 3944.6586666666662, '2339-01-01 00:00:00': 3937.0759999999996, '2340-01-01 00:00:00': 3929.493333333333, '2341-01-01 00:00:00': 3921.9106666666667, '2342-01-01 00:00:00': 3914.328, '2343-01-01 00:00:00': 3906.7453333333333, '2344-01-01 00:00:00': 3899.162666666666, '2345-01-01 00:00:00': 3891.5799999999995, '2346-01-01 00:00:00': 3883.9973333333332, '2347-01-01 00:00:00': 3876.4146666666666, '2348-01-01 00:00:00': 3868.8320000000003, '2349-01-01 00:00:00': 3861.2493333333337, '2350-01-01 00:00:00': 3853.666666666666, '2351-01-01 00:00:00': 3847.4040000000005, '2352-01-01 00:00:00': 3841.1413333333335, '2353-01-01 00:00:00': 3834.8786666666665, '2354-01-01 00:00:00': 3828.616, '2355-01-01 00:00:00': 3822.353333333333, '2356-01-01 00:00:00': 3816.090666666667, '2357-01-01 00:00:00': 3809.828, '2358-01-01 00:00:00': 3803.5653333333335, '2359-01-01 00:00:00': 3797.3026666666665, '2360-01-01 00:00:00': 3791.0400000000004, '2361-01-01 00:00:00': 3784.7773333333334, '2362-01-01 00:00:00': 3778.514666666667, '2363-01-01 00:00:00': 3772.251999999999, '2364-01-01 00:00:00': 3765.989333333333, '2365-01-01 00:00:00': 3759.7266666666665, '2366-01-01 00:00:00': 3753.4639999999995, '2367-01-01 00:00:00': 3747.2013333333325, '2368-01-01 00:00:00': 3740.938666666667, '2369-01-01 00:00:00': 3734.676, '2370-01-01 00:00:00': 3728.413333333333, '2371-01-01 00:00:00': 3722.1506666666664, '2372-01-01 00:00:00': 3715.8879999999995, '2373-01-01 00:00:00': 3709.6253333333334, '2374-01-01 00:00:00': 3703.3626666666664, '2375-01-01 00:00:00': 3697.1, '2376-01-01 00:00:00': 3691.6586666666662, '2377-01-01 00:00:00': 3686.2173333333326, '2378-01-01 00:00:00': 3680.7759999999994, '2379-01-01 00:00:00': 3675.3346666666666, '2380-01-01 00:00:00': 3669.893333333333, '2381-01-01 00:00:00': 3664.4519999999998, '2382-01-01 00:00:00': 3659.0106666666666, '2383-01-01 00:00:00': 3653.569333333333, '2384-01-01 00:00:00': 3648.128, '2385-01-01 00:00:00': 3642.6866666666665, '2386-01-01 00:00:00': 3637.2453333333333, '2387-01-01 00:00:00': 3631.804, '2388-01-01 00:00:00': 3626.3626666666664, '2389-01-01 00:00:00': 3620.921333333333, '2390-01-01 00:00:00': 3615.48, '2391-01-01 00:00:00': 3610.0386666666664, '2392-01-01 00:00:00': 3604.597333333333, '2393-01-01 00:00:00': 3599.156, '2394-01-01 00:00:00': 3593.7146666666663, '2395-01-01 00:00:00': 3588.2733333333335, '2396-01-01 00:00:00': 3582.832, '2397-01-01 00:00:00': 3577.390666666666, '2398-01-01 00:00:00': 3571.9493333333335, '2399-01-01 00:00:00': 3566.508, '2400-01-01 00:00:00': 3561.066666666666, '2401-01-01 00:00:00': 3556.256, '2402-01-01 00:00:00': 3551.445333333333, '2403-01-01 00:00:00': 3546.6346666666664, '2404-01-01 00:00:00': 3541.824, '2405-01-01 00:00:00': 3537.0133333333333, '2406-01-01 00:00:00': 3532.2026666666666, '2407-01-01 00:00:00': 3527.392, '2408-01-01 00:00:00': 3522.581333333333, '2409-01-01 00:00:00': 3517.770666666667, '2410-01-01 00:00:00': 3512.96, '2411-01-01 00:00:00': 3508.149333333333, '2412-01-01 00:00:00': 3503.3386666666665, '2413-01-01 00:00:00': 3498.528, '2414-01-01 00:00:00': 3493.717333333333, '2415-01-01 00:00:00': 3488.9066666666668, '2416-01-01 00:00:00': 3484.096, '2417-01-01 00:00:00': 3479.2853333333333, '2418-01-01 00:00:00': 3474.4746666666665, '2419-01-01 00:00:00': 3469.6639999999998, '2420-01-01 00:00:00': 3464.8533333333335, '2421-01-01 00:00:00': 3460.0426666666667, '2422-01-01 00:00:00': 3455.2319999999995, '2423-01-01 00:00:00': 3450.421333333333, '2424-01-01 00:00:00': 3445.6106666666665, '2425-01-01 00:00:00': 3440.7999999999997, '2426-01-01 00:00:00': 3436.385333333333, '2427-01-01 00:00:00': 3431.9706666666666, '2428-01-01 00:00:00': 3427.5559999999996, '2429-01-01 00:00:00': 3423.141333333333, '2430-01-01 00:00:00': 3418.7266666666665, '2431-01-01 00:00:00': 3414.312, '2432-01-01 00:00:00': 3409.8973333333333, '2433-01-01 00:00:00': 3405.482666666667, '2434-01-01 00:00:00': 3401.068, '2435-01-01 00:00:00': 3396.653333333333, '2436-01-01 00:00:00': 3392.2386666666666, '2437-01-01 00:00:00': 3387.824, '2438-01-01 00:00:00': 3383.409333333333, '2439-01-01 00:00:00': 3378.9946666666665, '2440-01-01 00:00:00': 3374.58, '2441-01-01 00:00:00': 3370.165333333333, '2442-01-01 00:00:00': 3365.7506666666663, '2443-01-01 00:00:00': 3361.336, '2444-01-01 00:00:00': 3356.921333333333, '2445-01-01 00:00:00': 3352.5066666666667, '2446-01-01 00:00:00': 3348.092, '2447-01-01 00:00:00': 3343.677333333333, '2448-01-01 00:00:00': 3339.2626666666665, '2449-01-01 00:00:00': 3334.848, '2450-01-01 00:00:00': 3330.4333333333334, '2451-01-01 00:00:00': 3326.312, '2452-01-01 00:00:00': 3322.1906666666664, '2453-01-01 00:00:00': 3318.069333333333, '2454-01-01 00:00:00': 3313.948, '2455-01-01 00:00:00': 3309.826666666667, '2456-01-01 00:00:00': 3305.7053333333333, '2457-01-01 00:00:00': 3301.584, '2458-01-01 00:00:00': 3297.4626666666663, '2459-01-01 00:00:00': 3293.3413333333333, '2460-01-01 00:00:00': 3289.22, '2461-01-01 00:00:00': 3285.0986666666663, '2462-01-01 00:00:00': 3280.9773333333333, '2463-01-01 00:00:00': 3276.856, '2464-01-01 00:00:00': 3272.7346666666667, '2465-01-01 00:00:00': 3268.6133333333332, '2466-01-01 00:00:00': 3264.4919999999997, '2467-01-01 00:00:00': 3260.3706666666667, '2468-01-01 00:00:00': 3256.249333333333, '2469-01-01 00:00:00': 3252.1279999999997, '2470-01-01 00:00:00': 3248.0066666666667, '2471-01-01 00:00:00': 3243.885333333333, '2472-01-01 00:00:00': 3239.764, '2473-01-01 00:00:00': 3235.6426666666666, '2474-01-01 00:00:00': 3231.521333333333, '2475-01-01 00:00:00': 3227.3999999999996, '2476-01-01 00:00:00': 3223.557333333333, '2477-01-01 00:00:00': 3219.7146666666667, '2478-01-01 00:00:00': 3215.872, '2479-01-01 00:00:00': 3212.0293333333334, '2480-01-01 00:00:00': 3208.1866666666665, '2481-01-01 00:00:00': 3204.344, '2482-01-01 00:00:00': 3200.501333333333, '2483-01-01 00:00:00': 3196.6586666666667, '2484-01-01 00:00:00': 3192.816, '2485-01-01 00:00:00': 3188.9733333333334, '2486-01-01 00:00:00': 3185.1306666666665, '2487-01-01 00:00:00': 3181.2879999999996, '2488-01-01 00:00:00': 3177.445333333333, '2489-01-01 00:00:00': 3173.602666666666, '2490-01-01 00:00:00': 3169.7599999999998, '2491-01-01 00:00:00': 3165.9173333333333, '2492-01-01 00:00:00': 3162.074666666667, '2493-01-01 00:00:00': 3158.232, '2494-01-01 00:00:00': 3154.3893333333335, '2495-01-01 00:00:00': 3150.5466666666666, '2496-01-01 00:00:00': 3146.7039999999997, '2497-01-01 00:00:00': 3142.8613333333333, '2498-01-01 00:00:00': 3139.0186666666664, '2499-01-01 00:00:00': 3135.176, '2500-01-01 00:00:00': 3131.333333333333}, {'activity_id': 'not_applicable', 'mip_era': 'CMIP5', 'model': 'AIM', 'region': 'World', 'scenario': 'rcp60', 'unit': 'Mt CO2/yr', 'variable': 'Emissions|CO2|MAGICC AFOLU', '1750-01-01 00:00:00': None, '1751-01-01 00:00:00': None, '1752-01-01 00:00:00': None, '1753-01-01 00:00:00': None, '1754-01-01 00:00:00': None, '1755-01-01 00:00:00': None, '1756-01-01 00:00:00': None, '1757-01-01 00:00:00': None, '1758-01-01 00:00:00': None, '1759-01-01 00:00:00': None, '1760-01-01 00:00:00': None, '1761-01-01 00:00:00': None, '1762-01-01 00:00:00': None, '1763-01-01 00:00:00': None, '1764-01-01 00:00:00': None, '1765-01-01 00:00:00': 0.0, '1766-01-01 00:00:00': 19.573753099999998, '1767-01-01 00:00:00': 39.14750766666666, '1768-01-01 00:00:00': 58.721259666666654, '1769-01-01 00:00:00': 78.29501166666667, '1770-01-01 00:00:00': 97.86876733333334, '1771-01-01 00:00:00': 117.44251933333331, '1772-01-01 00:00:00': 137.01627133333332, '1773-01-01 00:00:00': 156.59002699999996, '1774-01-01 00:00:00': 176.16377899999998, '1775-01-01 00:00:00': 195.737531, '1776-01-01 00:00:00': 215.311283, '1777-01-01 00:00:00': 234.88503866666662, '1778-01-01 00:00:00': 254.45879066666663, '1779-01-01 00:00:00': 274.03254266666664, '1780-01-01 00:00:00': 293.6062983333333, '1781-01-01 00:00:00': 313.1800503333333, '1782-01-01 00:00:00': 332.7538023333333, '1783-01-01 00:00:00': 352.32755799999995, '1784-01-01 00:00:00': 371.90131, '1785-01-01 00:00:00': 391.4750766666666, '1786-01-01 00:00:00': 411.0488066666667, '1787-01-01 00:00:00': 430.6225733333333, '1788-01-01 00:00:00': 450.19633999999996, '1789-01-01 00:00:00': 469.77007000000003, '1790-01-01 00:00:00': 489.3438366666666, '1791-01-01 00:00:00': 508.91756666666663, '1792-01-01 00:00:00': 528.4913333333334, '1793-01-01 00:00:00': 548.0651, '1794-01-01 00:00:00': 567.63883, '1795-01-01 00:00:00': 587.2125966666666, '1796-01-01 00:00:00': 606.7863633333334, '1797-01-01 00:00:00': 626.3600933333333, '1798-01-01 00:00:00': 645.93386, '1799-01-01 00:00:00': 665.5075899999999, '1800-01-01 00:00:00': 685.0813566666667, '1801-01-01 00:00:00': 704.6551233333333, '1802-01-01 00:00:00': 724.2288533333333, '1803-01-01 00:00:00': 743.80262, '1804-01-01 00:00:00': 763.3763866666667, '1805-01-01 00:00:00': 782.9501166666666, '1806-01-01 00:00:00': 802.5238833333334, '1807-01-01 00:00:00': 822.0976499999999, '1808-01-01 00:00:00': 841.67138, '1809-01-01 00:00:00': 861.2451466666666, '1810-01-01 00:00:00': 880.8188766666667, '1811-01-01 00:00:00': 900.3926433333334, '1812-01-01 00:00:00': 919.9664099999999, '1813-01-01 00:00:00': 939.5401400000001, '1814-01-01 00:00:00': 959.1139066666666, '1815-01-01 00:00:00': 978.6876733333332, '1816-01-01 00:00:00': 998.2614033333334, '1817-01-01 00:00:00': 1017.83517, '1818-01-01 00:00:00': 1037.4089, '1819-01-01 00:00:00': 1056.9826666666668, '1820-01-01 00:00:00': 1076.5564333333332, '1821-01-01 00:00:00': 1096.1301633333333, '1822-01-01 00:00:00': 1115.70393, '1823-01-01 00:00:00': 1135.2776966666665, '1824-01-01 00:00:00': 1154.8514266666666, '1825-01-01 00:00:00': 1174.4251933333333, '1826-01-01 00:00:00': 1193.99896, '1827-01-01 00:00:00': 1213.57269, '1828-01-01 00:00:00': 1233.1464566666666, '1829-01-01 00:00:00': 1252.7201866666667, '1830-01-01 00:00:00': 1272.2939533333333, '1831-01-01 00:00:00': 1291.86772, '1832-01-01 00:00:00': 1311.44145, '1833-01-01 00:00:00': 1331.0152166666667, '1834-01-01 00:00:00': 1350.5889833333333, '1835-01-01 00:00:00': 1370.1627133333334, '1836-01-01 00:00:00': 1389.7364799999998, '1837-01-01 00:00:00': 1409.3102099999999, '1838-01-01 00:00:00': 1428.8839766666667, '1839-01-01 00:00:00': 1448.4577433333332, '1840-01-01 00:00:00': 1468.0314733333332, '1841-01-01 00:00:00': 1487.60524, '1842-01-01 00:00:00': 1507.1790066666665, '1843-01-01 00:00:00': 1526.7527366666666, '1844-01-01 00:00:00': 1546.3265033333334, '1845-01-01 00:00:00': 1565.9002699999999, '1846-01-01 00:00:00': 1585.474, '1847-01-01 00:00:00': 1605.0477666666668, '1848-01-01 00:00:00': 1624.6214966666666, '1849-01-01 00:00:00': 1644.1952633333333, '1850-01-01 00:00:00': 1663.76903, '1851-01-01 00:00:00': 1638.2141966666666, '1852-01-01 00:00:00': 1828.2836733333334, '1853-01-01 00:00:00': 1823.63313, '1854-01-01 00:00:00': 1817.99596, '1855-01-01 00:00:00': 1810.15725, '1856-01-01 00:00:00': 1829.4278933333333, '1857-01-01 00:00:00': 1848.8506666666667, '1858-01-01 00:00:00': 1867.187593333333, '1859-01-01 00:00:00': 1885.5975966666665, '1860-01-01 00:00:00': 1902.8785966666665, '1861-01-01 00:00:00': 1936.8198666666667, '1862-01-01 00:00:00': 1736.9609766666667, '1863-01-01 00:00:00': 1737.0801066666668, '1864-01-01 00:00:00': 1738.5069166666665, '1865-01-01 00:00:00': 1740.9163199999998, '1866-01-01 00:00:00': 1741.34466, '1867-01-01 00:00:00': 1735.7396099999999, '1868-01-01 00:00:00': 1730.60338, '1869-01-01 00:00:00': 1725.1124733333331, '1870-01-01 00:00:00': 1720.8912966666664, '1871-01-01 00:00:00': 1786.8600199999998, '1872-01-01 00:00:00': 2078.8692833333334, '1873-01-01 00:00:00': 2115.3048766666666, '1874-01-01 00:00:00': 2138.7077799999997, '1875-01-01 00:00:00': 2163.2218666666663, '1876-01-01 00:00:00': 2186.77019, '1877-01-01 00:00:00': 2209.6181066666663, '1878-01-01 00:00:00': 2233.1858999999995, '1879-01-01 00:00:00': 2256.27424, '1880-01-01 00:00:00': 2277.891623333333, '1881-01-01 00:00:00': 2379.2007066666665, '1882-01-01 00:00:00': 2217.1014433333335, '1883-01-01 00:00:00': 2231.2312733333333, '1884-01-01 00:00:00': 2244.4684166666666, '1885-01-01 00:00:00': 2255.8657366666666, '1886-01-01 00:00:00': 2262.86181, '1887-01-01 00:00:00': 2259.264846666667, '1888-01-01 00:00:00': 2254.0230533333333, '1889-01-01 00:00:00': 2248.400733333333, '1890-01-01 00:00:00': 2243.0984399999998, '1891-01-01 00:00:00': 2237.5780166666664, '1892-01-01 00:00:00': 2285.034363333333, '1893-01-01 00:00:00': 2289.4788033333334, '1894-01-01 00:00:00': 2348.0130299999996, '1895-01-01 00:00:00': 2362.86787, '1896-01-01 00:00:00': 2369.6874666666668, '1897-01-01 00:00:00': 2381.7351066666665, '1898-01-01 00:00:00': 2387.003593333333, '1899-01-01 00:00:00': 2391.416353333333, '1900-01-01 00:00:00': 2395.0896933333333, '1901-01-01 00:00:00': 2577.4583266666664, '1902-01-01 00:00:00': 2577.570013333333, '1903-01-01 00:00:00': 2664.4601866666667, '1904-01-01 00:00:00': 2743.7418799999996, '1905-01-01 00:00:00': 2822.65577, '1906-01-01 00:00:00': 2920.62408, '1907-01-01 00:00:00': 2947.1300466666667, '1908-01-01 00:00:00': 2975.180193333333, '1909-01-01 00:00:00': 2997.052923333333, '1910-01-01 00:00:00': 3013.932863333333, '1911-01-01 00:00:00': 2855.94485, '1912-01-01 00:00:00': 2742.110946666666, '1913-01-01 00:00:00': 2650.9258233333335, '1914-01-01 00:00:00': 2620.90224, '1915-01-01 00:00:00': 2587.7486799999997, '1916-01-01 00:00:00': 2596.4270933333332, '1917-01-01 00:00:00': 2607.7197666666666, '1918-01-01 00:00:00': 2619.1156566666664, '1919-01-01 00:00:00': 2638.7326166666667, '1920-01-01 00:00:00': 2644.7057266666666, '1921-01-01 00:00:00': 2777.1942366666667, '1922-01-01 00:00:00': 2742.4499666666666, '1923-01-01 00:00:00': 2762.0566966666665, '1924-01-01 00:00:00': 2775.1554966666667, '1925-01-01 00:00:00': 2779.6580166666663, '1926-01-01 00:00:00': 2792.105323333333, '1927-01-01 00:00:00': 2923.00371, '1928-01-01 00:00:00': 2932.128503333333, '1929-01-01 00:00:00': 3022.162036666666, '1930-01-01 00:00:00': 3284.8924166666666, '1931-01-01 00:00:00': 3312.2496733333332, '1932-01-01 00:00:00': 2978.16189, '1933-01-01 00:00:00': 2964.8244633333334, '1934-01-01 00:00:00': 2921.8293866666663, '1935-01-01 00:00:00': 2913.95775, '1936-01-01 00:00:00': 2938.099743333333, '1937-01-01 00:00:00': 2858.8964066666667, '1938-01-01 00:00:00': 2866.901473333333, '1939-01-01 00:00:00': 2857.9604533333336, '1940-01-01 00:00:00': 2811.71869, '1941-01-01 00:00:00': 2751.336793333333, '1942-01-01 00:00:00': 2819.8488999999995, '1943-01-01 00:00:00': 2800.4738666666667, '1944-01-01 00:00:00': 2817.46168, '1945-01-01 00:00:00': 2820.2070966666665, '1946-01-01 00:00:00': 3087.879373333333, '1947-01-01 00:00:00': 3190.65978, '1948-01-01 00:00:00': 3208.811613333333, '1949-01-01 00:00:00': 3234.4635033333334, '1950-01-01 00:00:00': 3271.8937166666665, '1951-01-01 00:00:00': 3991.2403666666664, '1952-01-01 00:00:00': 4068.671933333333, '1953-01-01 00:00:00': 4049.8960333333334, '1954-01-01 00:00:00': 4224.519200000001, '1955-01-01 00:00:00': 4367.680166666666, '1956-01-01 00:00:00': 4563.857099999999, '1957-01-01 00:00:00': 4663.529933333333, '1958-01-01 00:00:00': 4838.466233333333, '1959-01-01 00:00:00': 4413.1842333333325, '1960-01-01 00:00:00': 4371.7054333333335, '1961-01-01 00:00:00': 4562.513266666667, '1962-01-01 00:00:00': 4530.429566666667, '1963-01-01 00:00:00': 4562.4139, '1964-01-01 00:00:00': 4589.155633333333, '1965-01-01 00:00:00': 4635.604600000001, '1966-01-01 00:00:00': 4743.554933333333, '1967-01-01 00:00:00': 4757.959799999999, '1968-01-01 00:00:00': 4529.076933333333, '1969-01-01 00:00:00': 4540.755633333333, '1970-01-01 00:00:00': 4389.413966666666, '1971-01-01 00:00:00': 3926.6014333333333, '1972-01-01 00:00:00': 3839.2277, '1973-01-01 00:00:00': 3788.028566666666, '1974-01-01 00:00:00': 3808.7026999999994, '1975-01-01 00:00:00': 3782.4878666666664, '1976-01-01 00:00:00': 3998.8948999999993, '1977-01-01 00:00:00': 4011.2871333333333, '1978-01-01 00:00:00': 3998.0233333333335, '1979-01-01 00:00:00': 3903.946566666667, '1980-01-01 00:00:00': 3759.1018666666664, '1981-01-01 00:00:00': 3831.1610333333333, '1982-01-01 00:00:00': 4364.820166666666, '1983-01-01 00:00:00': 4493.5737, '1984-01-01 00:00:00': 4620.305433333333, '1985-01-01 00:00:00': 4676.264633333332, '1986-01-01 00:00:00': 4719.741766666667, '1987-01-01 00:00:00': 4744.698200000001, '1988-01-01 00:00:00': 4827.9909333333335, '1989-01-01 00:00:00': 4853.359866666668, '1990-01-01 00:00:00': 4838.105433333334, '1991-01-01 00:00:00': 5063.592966666666, '1992-01-01 00:00:00': 4779.611466666666, '1993-01-01 00:00:00': 4759.702200000001, '1994-01-01 00:00:00': 4728.517199999999, '1995-01-01 00:00:00': 4675.0381333333335, '1996-01-01 00:00:00': 4587.3758333333335, '1997-01-01 00:00:00': 4466.512233333333, '1998-01-01 00:00:00': 4454.4247, '1999-01-01 00:00:00': 4336.893733333333, '2000-01-01 00:00:00': 4212.266666666666, '2001-01-01 00:00:00': 4150.666666666666, '2002-01-01 00:00:00': 4516.233333333334, '2003-01-01 00:00:00': 4494.233333333334, '2004-01-01 00:00:00': 4557.299999999999, '2005-01-01 00:00:00': 4383.5, '2006-01-01 00:00:00': 4150.299999999999, '2007-01-01 00:00:00': 3917.1, '2008-01-01 00:00:00': 3683.7779, '2009-01-01 00:00:00': 3450.455543333333, '2010-01-01 00:00:00': 3217.133333333333, '2011-01-01 00:00:00': 3044.3966666666665, '2012-01-01 00:00:00': 2871.66, '2013-01-01 00:00:00': 2698.923333333333, '2014-01-01 00:00:00': 2526.1866666666665, '2015-01-01 00:00:00': 2353.45, '2016-01-01 00:00:00': 2180.7133333333336, '2017-01-01 00:00:00': 2007.9766666666665, '2018-01-01 00:00:00': 1835.2399999999998, '2019-01-01 00:00:00': 1662.503333333333, '2020-01-01 00:00:00': 1489.7666666666667, '2021-01-01 00:00:00': 1136.4466666666665, '2022-01-01 00:00:00': 783.1266666666666, '2023-01-01 00:00:00': 429.8066666666667, '2024-01-01 00:00:00': 76.48666666666666, '2025-01-01 00:00:00': -276.8333333333333, '2026-01-01 00:00:00': -630.1533333333333, '2027-01-01 00:00:00': -983.4733333333334, '2028-01-01 00:00:00': -1336.7933333333333, '2029-01-01 00:00:00': -1690.1133333333332, '2030-01-01 00:00:00': -2043.4333333333334, '2031-01-01 00:00:00': -2100.9266666666667, '2032-01-01 00:00:00': -2158.4199999999996, '2033-01-01 00:00:00': -2215.9133333333334, '2034-01-01 00:00:00': -2273.4066666666668, '2035-01-01 00:00:00': -2330.9, '2036-01-01 00:00:00': -2388.393333333333, '2037-01-01 00:00:00': -2445.8866666666663, '2038-01-01 00:00:00': -2503.38, '2039-01-01 00:00:00': -2560.8733333333334, '2040-01-01 00:00:00': -2618.3666666666663, '2041-01-01 00:00:00': -2526.5899999999997, '2042-01-01 00:00:00': -2434.813333333333, '2043-01-01 00:00:00': -2343.0366666666664, '2044-01-01 00:00:00': -2251.2599999999998, '2045-01-01 00:00:00': -2159.483333333333, '2046-01-01 00:00:00': -2067.7066666666665, '2047-01-01 00:00:00': -1975.9299999999998, '2048-01-01 00:00:00': -1884.1533333333332, '2049-01-01 00:00:00': -1792.3766666666666, '2050-01-01 00:00:00': -1700.6, '2051-01-01 00:00:00': -1625.2866666666666, '2052-01-01 00:00:00': -1549.9733333333331, '2053-01-01 00:00:00': -1474.6599999999999, '2054-01-01 00:00:00': -1399.3466666666666, '2055-01-01 00:00:00': -1324.0333333333333, '2056-01-01 00:00:00': -1248.7199999999998, '2057-01-01 00:00:00': -1173.4066666666668, '2058-01-01 00:00:00': -1098.0933333333335, '2059-01-01 00:00:00': -1022.7800000000001, '2060-01-01 00:00:00': -947.4666666666667, '2061-01-01 00:00:00': -863.4633333333334, '2062-01-01 00:00:00': -779.4599999999999, '2063-01-01 00:00:00': -695.4566666666667, '2064-01-01 00:00:00': -611.4533333333333, '2065-01-01 00:00:00': -527.45, '2066-01-01 00:00:00': -443.44666666666666, '2067-01-01 00:00:00': -359.4433333333333, '2068-01-01 00:00:00': -275.44, '2069-01-01 00:00:00': -191.43666666666667, '2070-01-01 00:00:00': -107.43333333333332, '2071-01-01 00:00:00': -7.1866666666666665, '2072-01-01 00:00:00': 93.06, '2073-01-01 00:00:00': 193.30666666666667, '2074-01-01 00:00:00': 293.55333333333334, '2075-01-01 00:00:00': 393.79999999999995, '2076-01-01 00:00:00': 494.0466666666666, '2077-01-01 00:00:00': 594.2933333333333, '2078-01-01 00:00:00': 694.54, '2079-01-01 00:00:00': 794.7866666666666, '2080-01-01 00:00:00': 895.0333333333333, '2081-01-01 00:00:00': 894.4466666666666, '2082-01-01 00:00:00': 893.8599999999999, '2083-01-01 00:00:00': 893.2733333333333, '2084-01-01 00:00:00': 892.6866666666666, '2085-01-01 00:00:00': 892.0999999999999, '2086-01-01 00:00:00': 891.5133333333333, '2087-01-01 00:00:00': 890.9266666666666, '2088-01-01 00:00:00': 890.34, '2089-01-01 00:00:00': 889.7533333333332, '2090-01-01 00:00:00': 889.1666666666666, '2091-01-01 00:00:00': 866.7633333333332, '2092-01-01 00:00:00': 844.36, '2093-01-01 00:00:00': 821.9566666666667, '2094-01-01 00:00:00': 799.5533333333333, '2095-01-01 00:00:00': 777.15, '2096-01-01 00:00:00': 754.7466666666667, '2097-01-01 00:00:00': 732.3433333333332, '2098-01-01 00:00:00': 709.9399999999999, '2099-01-01 00:00:00': 687.5366666666666, '2100-01-01 00:00:00': 665.1333333333333, '2101-01-01 00:00:00': 638.5279999999999, '2102-01-01 00:00:00': 611.9226666666667, '2103-01-01 00:00:00': 585.3173333333333, '2104-01-01 00:00:00': 558.712, '2105-01-01 00:00:00': 532.1066666666667, '2106-01-01 00:00:00': 505.50133333333326, '2107-01-01 00:00:00': 478.896, '2108-01-01 00:00:00': 452.29066666666665, '2109-01-01 00:00:00': 425.68533333333335, '2110-01-01 00:00:00': 399.08, '2111-01-01 00:00:00': 372.4746666666666, '2112-01-01 00:00:00': 345.8693333333333, '2113-01-01 00:00:00': 319.26399999999995, '2114-01-01 00:00:00': 292.65866666666665, '2115-01-01 00:00:00': 266.05333333333334, '2116-01-01 00:00:00': 239.448, '2117-01-01 00:00:00': 212.84266666666667, '2118-01-01 00:00:00': 186.2373333333333, '2119-01-01 00:00:00': 159.63199999999998, '2120-01-01 00:00:00': 133.02666666666667, '2121-01-01 00:00:00': 106.42133333333334, '2122-01-01 00:00:00': 79.81599999999999, '2123-01-01 00:00:00': 53.21066666666667, '2124-01-01 00:00:00': 26.605333333333334, '2125-01-01 00:00:00': 0.0, '2126-01-01 00:00:00': 0.0, '2127-01-01 00:00:00': 0.0, '2128-01-01 00:00:00': 0.0, '2129-01-01 00:00:00': 0.0, '2130-01-01 00:00:00': 0.0, '2131-01-01 00:00:00': 0.0, '2132-01-01 00:00:00': 0.0, '2133-01-01 00:00:00': 0.0, '2134-01-01 00:00:00': 0.0, '2135-01-01 00:00:00': 0.0, '2136-01-01 00:00:00': 0.0, '2137-01-01 00:00:00': 0.0, '2138-01-01 00:00:00': 0.0, '2139-01-01 00:00:00': 0.0, '2140-01-01 00:00:00': 0.0, '2141-01-01 00:00:00': 0.0, '2142-01-01 00:00:00': 0.0, '2143-01-01 00:00:00': 0.0, '2144-01-01 00:00:00': 0.0, '2145-01-01 00:00:00': 0.0, '2146-01-01 00:00:00': 0.0, '2147-01-01 00:00:00': 0.0, '2148-01-01 00:00:00': 0.0, '2149-01-01 00:00:00': 0.0, '2150-01-01 00:00:00': 0.0, '2151-01-01 00:00:00': 0.0, '2152-01-01 00:00:00': 0.0, '2153-01-01 00:00:00': 0.0, '2154-01-01 00:00:00': 0.0, '2155-01-01 00:00:00': 0.0, '2156-01-01 00:00:00': 0.0, '2157-01-01 00:00:00': 0.0, '2158-01-01 00:00:00': 0.0, '2159-01-01 00:00:00': 0.0, '2160-01-01 00:00:00': 0.0, '2161-01-01 00:00:00': 0.0, '2162-01-01 00:00:00': 0.0, '2163-01-01 00:00:00': 0.0, '2164-01-01 00:00:00': 0.0, '2165-01-01 00:00:00': 0.0, '2166-01-01 00:00:00': 0.0, '2167-01-01 00:00:00': 0.0, '2168-01-01 00:00:00': 0.0, '2169-01-01 00:00:00': 0.0, '2170-01-01 00:00:00': 0.0, '2171-01-01 00:00:00': 0.0, '2172-01-01 00:00:00': 0.0, '2173-01-01 00:00:00': 0.0, '2174-01-01 00:00:00': 0.0, '2175-01-01 00:00:00': 0.0, '2176-01-01 00:00:00': 0.0, '2177-01-01 00:00:00': 0.0, '2178-01-01 00:00:00': 0.0, '2179-01-01 00:00:00': 0.0, '2180-01-01 00:00:00': 0.0, '2181-01-01 00:00:00': 0.0, '2182-01-01 00:00:00': 0.0, '2183-01-01 00:00:00': 0.0, '2184-01-01 00:00:00': 0.0, '2185-01-01 00:00:00': 0.0, '2186-01-01 00:00:00': 0.0, '2187-01-01 00:00:00': 0.0, '2188-01-01 00:00:00': 0.0, '2189-01-01 00:00:00': 0.0, '2190-01-01 00:00:00': 0.0, '2191-01-01 00:00:00': 0.0, '2192-01-01 00:00:00': 0.0, '2193-01-01 00:00:00': 0.0, '2194-01-01 00:00:00': 0.0, '2195-01-01 00:00:00': 0.0, '2196-01-01 00:00:00': 0.0, '2197-01-01 00:00:00': 0.0, '2198-01-01 00:00:00': 0.0, '2199-01-01 00:00:00': 0.0, '2200-01-01 00:00:00': 0.0, '2201-01-01 00:00:00': 0.0, '2202-01-01 00:00:00': 0.0, '2203-01-01 00:00:00': 0.0, '2204-01-01 00:00:00': 0.0, '2205-01-01 00:00:00': 0.0, '2206-01-01 00:00:00': 0.0, '2207-01-01 00:00:00': 0.0, '2208-01-01 00:00:00': 0.0, '2209-01-01 00:00:00': 0.0, '2210-01-01 00:00:00': 0.0, '2211-01-01 00:00:00': 0.0, '2212-01-01 00:00:00': 0.0, '2213-01-01 00:00:00': 0.0, '2214-01-01 00:00:00': 0.0, '2215-01-01 00:00:00': 0.0, '2216-01-01 00:00:00': 0.0, '2217-01-01 00:00:00': 0.0, '2218-01-01 00:00:00': 0.0, '2219-01-01 00:00:00': 0.0, '2220-01-01 00:00:00': 0.0, '2221-01-01 00:00:00': 0.0, '2222-01-01 00:00:00': 0.0, '2223-01-01 00:00:00': 0.0, '2224-01-01 00:00:00': 0.0, '2225-01-01 00:00:00': 0.0, '2226-01-01 00:00:00': 0.0, '2227-01-01 00:00:00': 0.0, '2228-01-01 00:00:00': 0.0, '2229-01-01 00:00:00': 0.0, '2230-01-01 00:00:00': 0.0, '2231-01-01 00:00:00': 0.0, '2232-01-01 00:00:00': 0.0, '2233-01-01 00:00:00': 0.0, '2234-01-01 00:00:00': 0.0, '2235-01-01 00:00:00': 0.0, '2236-01-01 00:00:00': 0.0, '2237-01-01 00:00:00': 0.0, '2238-01-01 00:00:00': 0.0, '2239-01-01 00:00:00': 0.0, '2240-01-01 00:00:00': 0.0, '2241-01-01 00:00:00': 0.0, '2242-01-01 00:00:00': 0.0, '2243-01-01 00:00:00': 0.0, '2244-01-01 00:00:00': 0.0, '2245-01-01 00:00:00': 0.0, '2246-01-01 00:00:00': 0.0, '2247-01-01 00:00:00': 0.0, '2248-01-01 00:00:00': 0.0, '2249-01-01 00:00:00': 0.0, '2250-01-01 00:00:00': 0.0, '2251-01-01 00:00:00': 0.0, '2252-01-01 00:00:00': 0.0, '2253-01-01 00:00:00': 0.0, '2254-01-01 00:00:00': 0.0, '2255-01-01 00:00:00': 0.0, '2256-01-01 00:00:00': 0.0, '2257-01-01 00:00:00': 0.0, '2258-01-01 00:00:00': 0.0, '2259-01-01 00:00:00': 0.0, '2260-01-01 00:00:00': 0.0, '2261-01-01 00:00:00': 0.0, '2262-01-01 00:00:00': 0.0, '2263-01-01 00:00:00': 0.0, '2264-01-01 00:00:00': 0.0, '2265-01-01 00:00:00': 0.0, '2266-01-01 00:00:00': 0.0, '2267-01-01 00:00:00': 0.0, '2268-01-01 00:00:00': 0.0, '2269-01-01 00:00:00': 0.0, '2270-01-01 00:00:00': 0.0, '2271-01-01 00:00:00': 0.0, '2272-01-01 00:00:00': 0.0, '2273-01-01 00:00:00': 0.0, '2274-01-01 00:00:00': 0.0, '2275-01-01 00:00:00': 0.0, '2276-01-01 00:00:00': 0.0, '2277-01-01 00:00:00': 0.0, '2278-01-01 00:00:00': 0.0, '2279-01-01 00:00:00': 0.0, '2280-01-01 00:00:00': 0.0, '2281-01-01 00:00:00': 0.0, '2282-01-01 00:00:00': 0.0, '2283-01-01 00:00:00': 0.0, '2284-01-01 00:00:00': 0.0, '2285-01-01 00:00:00': 0.0, '2286-01-01 00:00:00': 0.0, '2287-01-01 00:00:00': 0.0, '2288-01-01 00:00:00': 0.0, '2289-01-01 00:00:00': 0.0, '2290-01-01 00:00:00': 0.0, '2291-01-01 00:00:00': 0.0, '2292-01-01 00:00:00': 0.0, '2293-01-01 00:00:00': 0.0, '2294-01-01 00:00:00': 0.0, '2295-01-01 00:00:00': 0.0, '2296-01-01 00:00:00': 0.0, '2297-01-01 00:00:00': 0.0, '2298-01-01 00:00:00': 0.0, '2299-01-01 00:00:00': 0.0, '2300-01-01 00:00:00': 0.0, '2301-01-01 00:00:00': 0.0, '2302-01-01 00:00:00': 0.0, '2303-01-01 00:00:00': 0.0, '2304-01-01 00:00:00': 0.0, '2305-01-01 00:00:00': 0.0, '2306-01-01 00:00:00': 0.0, '2307-01-01 00:00:00': 0.0, '2308-01-01 00:00:00': 0.0, '2309-01-01 00:00:00': 0.0, '2310-01-01 00:00:00': 0.0, '2311-01-01 00:00:00': 0.0, '2312-01-01 00:00:00': 0.0, '2313-01-01 00:00:00': 0.0, '2314-01-01 00:00:00': 0.0, '2315-01-01 00:00:00': 0.0, '2316-01-01 00:00:00': 0.0, '2317-01-01 00:00:00': 0.0, '2318-01-01 00:00:00': 0.0, '2319-01-01 00:00:00': 0.0, '2320-01-01 00:00:00': 0.0, '2321-01-01 00:00:00': 0.0, '2322-01-01 00:00:00': 0.0, '2323-01-01 00:00:00': 0.0, '2324-01-01 00:00:00': 0.0, '2325-01-01 00:00:00': 0.0, '2326-01-01 00:00:00': 0.0, '2327-01-01 00:00:00': 0.0, '2328-01-01 00:00:00': 0.0, '2329-01-01 00:00:00': 0.0, '2330-01-01 00:00:00': 0.0, '2331-01-01 00:00:00': 0.0, '2332-01-01 00:00:00': 0.0, '2333-01-01 00:00:00': 0.0, '2334-01-01 00:00:00': 0.0, '2335-01-01 00:00:00': 0.0, '2336-01-01 00:00:00': 0.0, '2337-01-01 00:00:00': 0.0, '2338-01-01 00:00:00': 0.0, '2339-01-01 00:00:00': 0.0, '2340-01-01 00:00:00': 0.0, '2341-01-01 00:00:00': 0.0, '2342-01-01 00:00:00': 0.0, '2343-01-01 00:00:00': 0.0, '2344-01-01 00:00:00': 0.0, '2345-01-01 00:00:00': 0.0, '2346-01-01 00:00:00': 0.0, '2347-01-01 00:00:00': 0.0, '2348-01-01 00:00:00': 0.0, '2349-01-01 00:00:00': 0.0, '2350-01-01 00:00:00': 0.0, '2351-01-01 00:00:00': 0.0, '2352-01-01 00:00:00': 0.0, '2353-01-01 00:00:00': 0.0, '2354-01-01 00:00:00': 0.0, '2355-01-01 00:00:00': 0.0, '2356-01-01 00:00:00': 0.0, '2357-01-01 00:00:00': 0.0, '2358-01-01 00:00:00': 0.0, '2359-01-01 00:00:00': 0.0, '2360-01-01 00:00:00': 0.0, '2361-01-01 00:00:00': 0.0, '2362-01-01 00:00:00': 0.0, '2363-01-01 00:00:00': 0.0, '2364-01-01 00:00:00': 0.0, '2365-01-01 00:00:00': 0.0, '2366-01-01 00:00:00': 0.0, '2367-01-01 00:00:00': 0.0, '2368-01-01 00:00:00': 0.0, '2369-01-01 00:00:00': 0.0, '2370-01-01 00:00:00': 0.0, '2371-01-01 00:00:00': 0.0, '2372-01-01 00:00:00': 0.0, '2373-01-01 00:00:00': 0.0, '2374-01-01 00:00:00': 0.0, '2375-01-01 00:00:00': 0.0, '2376-01-01 00:00:00': 0.0, '2377-01-01 00:00:00': 0.0, '2378-01-01 00:00:00': 0.0, '2379-01-01 00:00:00': 0.0, '2380-01-01 00:00:00': 0.0, '2381-01-01 00:00:00': 0.0, '2382-01-01 00:00:00': 0.0, '2383-01-01 00:00:00': 0.0, '2384-01-01 00:00:00': 0.0, '2385-01-01 00:00:00': 0.0, '2386-01-01 00:00:00': 0.0, '2387-01-01 00:00:00': 0.0, '2388-01-01 00:00:00': 0.0, '2389-01-01 00:00:00': 0.0, '2390-01-01 00:00:00': 0.0, '2391-01-01 00:00:00': 0.0, '2392-01-01 00:00:00': 0.0, '2393-01-01 00:00:00': 0.0, '2394-01-01 00:00:00': 0.0, '2395-01-01 00:00:00': 0.0, '2396-01-01 00:00:00': 0.0, '2397-01-01 00:00:00': 0.0, '2398-01-01 00:00:00': 0.0, '2399-01-01 00:00:00': 0.0, '2400-01-01 00:00:00': 0.0, '2401-01-01 00:00:00': 0.0, '2402-01-01 00:00:00': 0.0, '2403-01-01 00:00:00': 0.0, '2404-01-01 00:00:00': 0.0, '2405-01-01 00:00:00': 0.0, '2406-01-01 00:00:00': 0.0, '2407-01-01 00:00:00': 0.0, '2408-01-01 00:00:00': 0.0, '2409-01-01 00:00:00': 0.0, '2410-01-01 00:00:00': 0.0, '2411-01-01 00:00:00': 0.0, '2412-01-01 00:00:00': 0.0, '2413-01-01 00:00:00': 0.0, '2414-01-01 00:00:00': 0.0, '2415-01-01 00:00:00': 0.0, '2416-01-01 00:00:00': 0.0, '2417-01-01 00:00:00': 0.0, '2418-01-01 00:00:00': 0.0, '2419-01-01 00:00:00': 0.0, '2420-01-01 00:00:00': 0.0, '2421-01-01 00:00:00': 0.0, '2422-01-01 00:00:00': 0.0, '2423-01-01 00:00:00': 0.0, '2424-01-01 00:00:00': 0.0, '2425-01-01 00:00:00': 0.0, '2426-01-01 00:00:00': 0.0, '2427-01-01 00:00:00': 0.0, '2428-01-01 00:00:00': 0.0, '2429-01-01 00:00:00': 0.0, '2430-01-01 00:00:00': 0.0, '2431-01-01 00:00:00': 0.0, '2432-01-01 00:00:00': 0.0, '2433-01-01 00:00:00': 0.0, '2434-01-01 00:00:00': 0.0, '2435-01-01 00:00:00': 0.0, '2436-01-01 00:00:00': 0.0, '2437-01-01 00:00:00': 0.0, '2438-01-01 00:00:00': 0.0, '2439-01-01 00:00:00': 0.0, '2440-01-01 00:00:00': 0.0, '2441-01-01 00:00:00': 0.0, '2442-01-01 00:00:00': 0.0, '2443-01-01 00:00:00': 0.0, '2444-01-01 00:00:00': 0.0, '2445-01-01 00:00:00': 0.0, '2446-01-01 00:00:00': 0.0, '2447-01-01 00:00:00': 0.0, '2448-01-01 00:00:00': 0.0, '2449-01-01 00:00:00': 0.0, '2450-01-01 00:00:00': 0.0, '2451-01-01 00:00:00': 0.0, '2452-01-01 00:00:00': 0.0, '2453-01-01 00:00:00': 0.0, '2454-01-01 00:00:00': 0.0, '2455-01-01 00:00:00': 0.0, '2456-01-01 00:00:00': 0.0, '2457-01-01 00:00:00': 0.0, '2458-01-01 00:00:00': 0.0, '2459-01-01 00:00:00': 0.0, '2460-01-01 00:00:00': 0.0, '2461-01-01 00:00:00': 0.0, '2462-01-01 00:00:00': 0.0, '2463-01-01 00:00:00': 0.0, '2464-01-01 00:00:00': 0.0, '2465-01-01 00:00:00': 0.0, '2466-01-01 00:00:00': 0.0, '2467-01-01 00:00:00': 0.0, '2468-01-01 00:00:00': 0.0, '2469-01-01 00:00:00': 0.0, '2470-01-01 00:00:00': 0.0, '2471-01-01 00:00:00': 0.0, '2472-01-01 00:00:00': 0.0, '2473-01-01 00:00:00': 0.0, '2474-01-01 00:00:00': 0.0, '2475-01-01 00:00:00': 0.0, '2476-01-01 00:00:00': 0.0, '2477-01-01 00:00:00': 0.0, '2478-01-01 00:00:00': 0.0, '2479-01-01 00:00:00': 0.0, '2480-01-01 00:00:00': 0.0, '2481-01-01 00:00:00': 0.0, '2482-01-01 00:00:00': 0.0, '2483-01-01 00:00:00': 0.0, '2484-01-01 00:00:00': 0.0, '2485-01-01 00:00:00': 0.0, '2486-01-01 00:00:00': 0.0, '2487-01-01 00:00:00': 0.0, '2488-01-01 00:00:00': 0.0, '2489-01-01 00:00:00': 0.0, '2490-01-01 00:00:00': 0.0, '2491-01-01 00:00:00': 0.0, '2492-01-01 00:00:00': 0.0, '2493-01-01 00:00:00': 0.0, '2494-01-01 00:00:00': 0.0, '2495-01-01 00:00:00': 0.0, '2496-01-01 00:00:00': 0.0, '2497-01-01 00:00:00': 0.0, '2498-01-01 00:00:00': 0.0, '2499-01-01 00:00:00': 0.0, '2500-01-01 00:00:00': 0.0}], total_rows=1683, limit=5, offset=0, has_more=True)

Pulling data¶

as_df() returns pandas. It always reads the whole resource, so nothing is truncated. For a timeseries entry it is wide indexed: the index carries the metadata dimensions and the columns are years.

In [11]:

  Copied!     
 
frame = entry.as_df()
frame.shape
frame = entry.as_df() frame.shape

Out[11]:

(1683, 751)

In [12]:

  Copied!     
 
frame.index.names
frame.index.names

Out[12]:

FrozenList(['activity_id', 'mip_era', 'model', 'region', 'scenario', 'unit', 'variable'])

Filtering locally¶

year_min and year_max bound the year window. Any other keyword is a column=value filter on the rows. Both apply after the download, so every index dimension stays intact. A filter on a column the resource does not have raises KeyError.

In [13]:

  Copied!     
 
world = entry.as_df(region="World", year_min=2020, year_max=2100)
world.shape
world = entry.as_df(region="World", year_min=2020, year_max=2100) world.shape

Out[13]:

(1023, 81)

Trimming on the server¶

query() sends the trimming to the platform instead, which is quicker for a chart or a first look at a large entry. It accepts the same year window and filters, plus top_n, drop_constant and limit.

Warning: A server query is a preview

The book timeseries endpoint returns at most 10000 rows by default. Use as_df() when the result has to be complete.

In [14]:

  Copied!     
 
window = entry.query(region="World", year_min=2020, year_max=2100)
window.shape
window = entry.query(region="World", year_min=2020, year_max=2100) window.shape

Out[14]:

(1023, 81)

Warning: Filter syntax differs by path

query() on a book entry accepts bare column=value filters only. The richer col.op grammar (region.in, variable.neq and friends) is silently ignored here rather than rejected, so a mistyped filter returns the full unfiltered result.

top_n keeps only the largest series, ranked by their latest non-null value over the whole filtered result. It is a presentation control, useful for a chart rather than an analysis.

In [15]:

  Copied!     
 
top = entry.query(top_n=5, year_min=2020, year_max=2100)
top.shape
top = entry.query(top_n=5, year_min=2020, year_max=2100) top.shape

Out[15]:

(5, 81)

Warning: Trimming can drop index dimensions

When top_n or limit narrows the result to rows sharing a value, the server drops that column from the index rather than repeating it. The frame above has fewer index levels than the untrimmed one. That is fine for a chart, and it breaks as_scmrun(), which requires region, unit, variable, model and scenario to be present. Use a year window and filters when the index has to stay whole.

In [16]:

  Copied!     
 
top.index.names
top.index.names

Out[16]:

FrozenList(['mip_era', 'model', 'scenario', 'variable'])

drop_constant=True does the same thing deliberately, removing dimensions that carry a single value across the filtered data.

In [17]:

  Copied!     
 
entry.query(region="World", year_min=2020, year_max=2100, drop_constant=True).index.names
entry.query(region="World", year_min=2020, year_max=2100, drop_constant=True).index.names

Out[17]:

FrozenList(['activity_id', 'mip_era', 'model', 'scenario', 'unit', 'variable'])

Long format¶

as_long_df() returns the tidy form, one row per series and year, with year and value columns.

In [18]:

  Copied!     
 
entry.as_long_df(region="World", variable="Emissions|CO2", year_min=2020, year_max=2030).head()
entry.as_long_df(region="World", variable="Emissions|CO2", year_min=2020, year_max=2030).head()

Out[18]:

	activity_id	mip_era	model	region	scenario	unit	variable	year	value
0	ZECMIP	CMIP6	idealised	World	esm-bell-1000PgC	Mt CO2/yr	Emissions\|CO2	2020	0.000000
1	ZECMIP	CMIP6	idealised	World	esm-bell-2000PgC	Mt CO2/yr	Emissions\|CO2	2020	0.000000
2	ZECMIP	CMIP6	idealised	World	esm-bell-750PgC	Mt CO2/yr	Emissions\|CO2	2020	0.000000
3	not_applicable	CMIP5	AIM	World	rcp60	Mt CO2/yr	Emissions\|CO2	2020	34307.900000
4	not_applicable	CMIP5	IMAGE	World	rcp26	Mt CO2/yr	Emissions\|CO2	2020	37621.833333

Where to next¶

Converting and plotting covers the other converters, the content cache, and hash verification.
Reading asynchronously covers the awaited surface.