Value of Imports by Commodity

Columns

Column	Type	Description	Nullable	Null count	Unique
year	int64	Calendar year	No	0	29
month	str	Calendar month name	No	0	12
item	str	SITC commodity section (e.g., food and live animals, chemicals, machinery and transport equipment, total)	No	0	9
value	float64	Import value in KES millions	No	0	2988

Summary Statistics

Column	Count	Mean	Std	Min	25%	50%	75%	Max
year	2988	2011.92	8.00	1998.00	2005.00	2012.00	2019.00	2026.00
value	2988	12479.22	15974.15	36.09	1981.41	6010.44	18033.00	125832.25

Dimensional Coverage

Overall coverage: 95.4%

Period	Expected	Actual	Coverage
year=1998	108	45	! 41.7%
year=1999	108	108	OK 100.0%
year=2000	108	108	OK 100.0%
year=2001	108	108	OK 100.0%
year=2002	108	108	OK 100.0%
year=2003	108	108	OK 100.0%
year=2004	108	108	OK 100.0%
year=2005	108	108	OK 100.0%
year=2006	108	108	OK 100.0%
year=2007	108	108	OK 100.0%
year=2008	108	108	OK 100.0%
year=2009	108	108	OK 100.0%
year=2010	108	108	OK 100.0%
year=2011	108	108	OK 100.0%
year=2012	108	108	OK 100.0%
year=2013	108	108	OK 100.0%
year=2014	108	108	OK 100.0%
year=2015	108	108	OK 100.0%
year=2016	108	108	OK 100.0%
year=2017	108	108	OK 100.0%
year=2018	108	108	OK 100.0%
year=2019	108	108	OK 100.0%
year=2020	108	108	OK 100.0%
year=2021	108	108	OK 100.0%
year=2022	108	108	OK 100.0%
year=2023	108	108	OK 100.0%
year=2024	108	108	OK 100.0%
year=2025	108	108	OK 100.0%
year=2026	108	27	! 25.0%

Sample Data

[
  {
    "year": 1998,
    "month": "august",
    "item": "food and live animals",
    "value": 1413.87
  },
  {
    "year": 1998,
    "month": "august",
    "item": "beverages and tobacco",
    "value": 52.95
  },
  {
    "year": 1998,
    "month": "august",
    "item": "crude materials inedible except fuels",
    "value": 569.55
  },
  {
    "year": 1998,
    "month": "august",
    "item": "mineral fuels lubricants and related materials",
    "value": 1927.76
  },
  {
    "year": 1998,
    "month": "august",
    "item": "animals and vegetable oils and fats",
    "value": 688.28
  }
]