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Title:               Housing Inventory: Pending Ratio in Kalamazoo County, MI
Series ID:           PENRAT26077
Source:              Realtor.com
Release:             Housing Inventory Core Metrics
Seasonal Adjustment: Not Seasonally Adjusted
Frequency:           Monthly
Units:               Ratio
Date Range:          2016-07-01 to 2024-04-01
Last Updated:        2024-05-02 5:02 PM CDT
Notes:               The share of pending listing to active listings in a given market
                     during the specified month.
                     
                     With the release of its September 2022 housing trends report,
                     Realtor.com® incorporated a new and improved methodology for
                     capturing and reporting housing inventory trends and metrics. The new
                     methodology updates and improves the calculation of time on market and
                     improves handling of duplicate listings. Most areas across the country
                     will see minor changes with a smaller handful of areas seeing larger
                     updates. As a result of these changes, the data released since October
                     2022 will not be directly comparable with previous data releases
                     (files downloaded before October 2022) and Realtor.com® economics
                     blog posts. However, future data releases, including historical data,
                     will consistently apply the new methodology. More details are
                     available at the source's Real Estate Data Library
                     (https://www.realtor.com/research/data/).
                     
                     With the release of its November 2021 housing trends report,
                     Realtor.com® incorporated a new and improved methodology for
                     capturing and reporting housing inventory trends and metrics. The new
                     methodology uses the latest and most accurate data mapping of listing
                     statuses to yield a cleaner and more consistent measurement of active
                     listings at both the national and local level. The methodology has
                     also been adjusted to better account for missing data in some fields
                     including square footage. Most areas across the country will see minor
                     changes with a smaller handful of areas seeing larger updates. As a
                     result of these changes, the data released since December 2021 will
                     not be directly comparable with previous data releases (files
                     downloaded before December 2021) and Realtor.com® economics blog
                     posts. However, future data releases, including historical data, will
                     consistently apply the new methodology. More details are available at
                     the source's Real Estate Data Library
                     (https://www.realtor.com/research/data/).

DATE         VALUE
2016-07-01  0.0020
2016-08-01  0.0037
2016-09-01       .
2016-10-01  0.0019
2016-11-01  0.0031
2016-12-01  0.0024
2017-01-01  0.0030
2017-02-01  0.0031
2017-03-01  0.0027
2017-04-01  0.0021
2017-05-01  0.0016
2017-06-01  0.0035
2017-07-01  0.0025
2017-08-01  0.0012
2017-09-01  0.0012
2017-10-01  0.0018
2017-11-01  0.0020
2017-12-01  0.0015
2018-01-01       .
2018-02-01  0.0020
2018-03-01  0.0043
2018-04-01  0.0063
2018-05-01  0.0067
2018-06-01  0.0017
2018-07-01  0.0032
2018-08-01  0.0056
2018-09-01  0.0026
2018-10-01  0.0057
2018-11-01  0.0027
2018-12-01  0.0031
2019-01-01  0.0017
2019-02-01       .
2019-03-01       .
2019-04-01  0.0077
2019-05-01  0.0047
2019-06-01  0.0016
2019-07-01  0.0060
2019-08-01  0.0069
2019-09-01  0.0052
2019-10-01  0.0050
2019-11-01  0.0041
2019-12-01  0.0023
2020-01-01  0.0061
2020-02-01  0.4658
2020-03-01  1.0010
2020-04-01  0.8292
2020-05-01  0.8795
2020-06-01  1.3750
2020-07-01  1.5553
2020-08-01  1.6570
2020-09-01  1.6853
2020-10-01  1.5899
2020-11-01  1.4796
2020-12-01  1.4134
2021-01-01  1.4259
2021-02-01  1.7333
2021-03-01  2.0704
2021-04-01  2.2877
2021-05-01  2.3932
2021-06-01  2.4961
2021-07-01  2.0909
2021-08-01  1.9769
2021-09-01  1.8046
2021-10-01  1.8094
2021-11-01  1.8530
2021-12-01  2.0731
2022-01-01  2.4863
2022-02-01  2.4124
2022-03-01  2.4309
2022-04-01  2.5938
2022-05-01  2.3158
2022-06-01  1.9862
2022-07-01  1.4715
2022-08-01  1.3001
2022-09-01  1.3289
2022-10-01  0.8660
2022-11-01  0.7727
2022-12-01  0.8193
2023-01-01  0.8370
2023-02-01  1.0677
2023-03-01  1.1876
2023-04-01  1.5207
2023-05-01  1.5412
2023-06-01  1.3875
2023-07-01  1.3785
2023-08-01  1.3051
2023-09-01  1.1006
2023-10-01  1.0191
2023-11-01  0.7984
2023-12-01  0.7317
2024-01-01  0.8012
2024-02-01  0.9625
2024-03-01  1.2093
2024-04-01  1.1483