Export 2 rows to a notebook

Back to the rows

You can export this data to a Jupyter or Observable notebook by copying and pasting the following:

Jupyter

Make sure you have Pandas. Import it in a cell like this:

import pandas
If this shows an error you can run %pip install pandas in a notebook cell to install it.

Now paste the following into a cell to load the 2 rows into a DataFrame called df:

df = pandas.read_json(
    "https://covid-19.datasettes.com/covid/ny_times_us_counties.json?_trace=1&_facet_size=3&_size=2&_shape=array"
)

Run df in a new cell to see the table.

You can export all 2,502,832 rows using a single streaming CSV export like this:

df = pandas.read_csv(
    "https://covid-19.datasettes.com/covid/ny_times_us_counties.csv?_trace=1&_facet_size=3&_size=2&_stream=on", dtype={
    "rowid": int,
    "fips": int,
    "cases": int,
    "deaths": int,
})

Observable

Import the data into a variable called rows like this:

rows = d3.json(
  "https://covid-19.datasettes.com/covid/ny_times_us_counties.json?_trace=1&_facet_size=3&_size=2&_shape=array"
)

You can export all 2,502,832 rows using a single streaming CSV export like this:

rows = d3.csv(
  "https://covid-19.datasettes.com/covid/ny_times_us_counties.csv?_trace=1&_facet_size=3&_size=2&_stream=on",
  d3.autoType
)
{
  "request_duration_ms": 2335.9184580040164,
  "sum_trace_duration_ms": 2524.140438064933,
  "num_traces": 16,
  "traces": [
    {
      "type": "sql",
      "start": 146580.751864602,
      "end": 146580.752397298,
      "duration_ms": 0.5326959944795817,
      "traceback": [
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/views/base.py\", line 89, in dispatch_request\n    await self.ds.refresh_schemas()\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 364, in refresh_schemas\n    await self._refresh_schemas()\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 374, in _refresh_schemas\n    for row in await internal_db.execute(\n"
      ],
      "database": "_internal",
      "sql": "select database_name, schema_version from databases",
      "params": null
    },
    {
      "type": "sql",
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      "traceback": [
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/views/base.py\", line 89, in dispatch_request\n    await self.ds.refresh_schemas()\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 364, in refresh_schemas\n    await self._refresh_schemas()\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 379, in _refresh_schemas\n    schema_version = (await db.execute(\"PRAGMA schema_version\")).first()[0]\n"
      ],
      "database": "_internal",
      "sql": "PRAGMA schema_version",
      "params": null
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    {
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      "traceback": [
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/views/base.py\", line 89, in dispatch_request\n    await self.ds.refresh_schemas()\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 364, in refresh_schemas\n    await self._refresh_schemas()\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 379, in _refresh_schemas\n    schema_version = (await db.execute(\"PRAGMA schema_version\")).first()[0]\n"
      ],
      "database": "covid",
      "sql": "PRAGMA schema_version",
      "params": null
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    {
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      "traceback": [
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/views/base.py\", line 89, in dispatch_request\n    await self.ds.refresh_schemas()\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 364, in refresh_schemas\n    await self._refresh_schemas()\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 379, in _refresh_schemas\n    schema_version = (await db.execute(\"PRAGMA schema_version\")).first()[0]\n"
      ],
      "database": "la-times",
      "sql": "PRAGMA schema_version",
      "params": null
    },
    {
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      "start": 146580.753847503,
      "end": 146580.754104997,
      "duration_ms": 0.2574940153863281,
      "traceback": [
        "  File \"/usr/local/lib/python3.11/asyncio/events.py\", line 80, in _run\n    self._context.run(self._callback, *self._args)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/database.py\", line 476, in get_view_definition\n    return await self.get_table_definition(view, \"view\")\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/database.py\", line 456, in get_table_definition\n    await self.execute(\n"
      ],
      "database": "covid",
      "sql": "select sql from sqlite_master where name = :n and type=:t",
      "params": {
        "n": "ny_times_us_counties",
        "t": "view"
      }
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    {
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      "traceback": [
        "  File \"/usr/local/lib/python3.11/asyncio/base_events.py\", line 1909, in _run_once\n    handle._run()\n",
        "  File \"/usr/local/lib/python3.11/asyncio/events.py\", line 80, in _run\n    self._context.run(self._callback, *self._args)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/database.py\", line 336, in table_exists\n    results = await self.execute(\n"
      ],
      "database": "covid",
      "sql": "select 1 from sqlite_master where type='table' and name=?",
      "params": [
        "ny_times_us_counties"
      ]
    },
    {
      "type": "sql",
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        "  File \"/usr/local/lib/python3.11/site-packages/datasette/views/base.py\", line 361, in get\n    response_or_template_contexts = await self.data(request, **data_kwargs)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/views/table.py\", line 158, in data\n    return await self._data_traced(request, default_labels, _next, _size)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/views/table.py\", line 479, in _data_traced\n    results = await db.execute(sql, params, truncate=True, **extra_args)\n"
      ],
      "database": "covid",
      "sql": "select rowid, date, county, state, fips, cases, deaths from ny_times_us_counties order by date desc limit 3",
      "params": {}
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        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 161, in suggest\n    columns = await self.get_columns(self.sql, self.params)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 139, in get_columns\n    await self.ds.execute(\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 775, in execute\n    return await self.databases[db_name].execute(\n"
      ],
      "database": "covid",
      "sql": "select * from (select rowid, date, county, state, fips, cases, deaths from ny_times_us_counties ) limit 0",
      "params": []
    },
    {
      "type": "sql",
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      "traceback": [
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 460, in suggest\n    columns = await self.get_columns(self.sql, self.params)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 139, in get_columns\n    await self.ds.execute(\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 775, in execute\n    return await self.databases[db_name].execute(\n"
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      "database": "covid",
      "sql": "select * from (select rowid, date, county, state, fips, cases, deaths from ny_times_us_counties ) limit 0",
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        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 304, in suggest\n    columns = await self.get_columns(self.sql, self.params)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 139, in get_columns\n    await self.ds.execute(\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 775, in execute\n    return await self.databases[db_name].execute(\n"
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        "  File \"/usr/local/lib/python3.11/asyncio/events.py\", line 80, in _run\n    self._context.run(self._callback, *self._args)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 179, in suggest\n    distinct_values = await self.ds.execute(\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 775, in execute\n    return await self.databases[db_name].execute(\n"
      ],
      "database": "covid",
      "sql": "select rowid as value, count(*) as n from (\n                    select rowid, date, county, state, fips, cases, deaths from ny_times_us_counties \n                ) where value is not null\n                group by value\n                limit 4",
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        "  File \"/usr/local/lib/python3.11/asyncio/events.py\", line 80, in _run\n    self._context.run(self._callback, *self._args)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 179, in suggest\n    distinct_values = await self.ds.execute(\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 775, in execute\n    return await self.databases[db_name].execute(\n"
      ],
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        "  File \"/usr/local/lib/python3.11/asyncio/events.py\", line 80, in _run\n    self._context.run(self._callback, *self._args)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 475, in suggest\n    results = await self.ds.execute(\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 775, in execute\n    return await self.databases[db_name].execute(\n"
      ],
      "database": "covid",
      "sql": "select date(date) from (\n                    select rowid, date, county, state, fips, cases, deaths from ny_times_us_counties \n                ) where date glob \"????-??-*\" limit 100;",
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        "  File \"/usr/local/lib/python3.11/asyncio/events.py\", line 80, in _run\n    self._context.run(self._callback, *self._args)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 231, in facet_results\n    facet_rows_results = await self.ds.execute(\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 775, in execute\n    return await self.databases[db_name].execute(\n"
      ],
      "database": "covid",
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        "  File \"/usr/local/lib/python3.11/asyncio/events.py\", line 80, in _run\n    self._context.run(self._callback, *self._args)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 231, in facet_results\n    facet_rows_results = await self.ds.execute(\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 775, in execute\n    return await self.databases[db_name].execute(\n"
      ],
      "database": "covid",
      "sql": "select county as value, count(*) as count from (\n                    select rowid, date, county, state, fips, cases, deaths from ny_times_us_counties \n                )\n                where county is not null\n                group by county order by count desc, value limit 4",
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        "  File \"/usr/local/lib/python3.11/asyncio/events.py\", line 80, in _run\n    self._context.run(self._callback, *self._args)\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/facets.py\", line 231, in facet_results\n    facet_rows_results = await self.ds.execute(\n",
        "  File \"/usr/local/lib/python3.11/site-packages/datasette/app.py\", line 775, in execute\n    return await self.databases[db_name].execute(\n"
      ],
      "database": "covid",
      "sql": "select fips as value, count(*) as count from (\n                    select rowid, date, county, state, fips, cases, deaths from ny_times_us_counties \n                )\n                where fips is not null\n                group by fips order by count desc, value limit 4",
      "params": []
    }
  ]
}