Selected research example
Rogers Park reports with an arrest flag: a fitted celeration reversal
All categories · Arrest: true
Celeration turns: changes between fitted phases
A factor describes a standardized six-month multiplier, not a count. These turns passed the scan’s volume and magnitude gates; phase selection remains exploratory.
- Suggested boundary July 2019: ÷1.01 → ÷2.12 per six months; 2.1× change between factors. Adjacent raw phase totals: 1,740 and 591. The fitted slope changes without reversing sign.
- Suggested boundary July 2020: ÷2.12 → ×1.07 per six months; 2.26× change between factors. Adjacent raw phase totals: 591 and 3,563. The fitted slope signs reverse.
How to read this example
This candidate concerns crime records in Rogers Park whose arrest field was true at retrieval, across all categories. It is not a measure of all arrests made in Rogers Park and does not establish a change in enforcement effectiveness. The selected attribute must remain part of any interpretation of the chart.
The saved model separates the covered series into disjoint phases, including suggested starts in July 2019 and July 2020. The six-month factors are approximately 0.989, 0.471 and 1.066. The middle fitted phase declines; the following fitted phase rises. Comparing those standardized multipliers is the turn signal. It is not the same calculation as comparing two raw annual totals.
The dates were selected through exploratory phase search, not specified before looking at this series. Conditional intervals assume fixed boundaries and independent log residuals; they do not account for all the searched filters. Comparing records without the arrest filter, inspecting category composition and checking revisions would help challenge the pattern before assigning an explanation.
Saved observations and fitted phases
Suggested 3-phase description — exploratory, not confirmed.
Suggested phases · exploratory · per six months
- 1 · Oct 2016–Jun 2019÷1.01Direction uncertain
- 2 · Jul 2019–Jun 2020÷2.12Fitted decrease
- 3 · Jul 2020–Sep 2026×1.07Fitted increase
Check the evidence
Interpretation and limitations (11)
- Exploratory description, not a forecast, causal explanation or proof of a change.
- Approximate 95% factor intervals assume independent, constant-variance log residuals and fixed boundaries. They do not account for boundary search, serial dependence or source revisions.
- Confirmed zeros are treated as 1 only for fitting and its diagnostics. Raw counts stay zero; low-count results depend on this convention.
- Independent phase lines may jump at boundaries. Every observation belongs to exactly one phase.
- Reporting, classifications and seasonality can change. Counts are not population-adjusted; a level shift without a slope change is not the target of this search.
- Uses dated last-good cached data, not newly verified source counts.
- Boundary ranges show near-optimal models within 2 BIC units, not confidence intervals. They can be narrow even when the model is uncertain.
- A phase is at the minimum allowed length; its boundary may be sensitive to that search limit.
- At least one factor interval includes 1; its direction is uncertain under this approximation.
- Many dependent filter conditions were searched. No multiple-testing-adjusted significance or causal attribution is claimed.
- Frequency compares fixed equal-length windows of raw counts, not population risk or a celeration-factor ratio. Reporting, classifications and exposure may have changed.
Phase diagnostics
| Phase | Start–end | Months | Factor / six months | Conditional 95% interval | Zeros fitted as 1 | Lag-one residual |
|---|---|---|---|---|---|---|
| 1 | October 2016–June 2019 | 33 | ÷1.01 | 0.9455–1.035 | 0 | -0.012 |
| 2 | July 2019–June 2020 | 12 | ÷2.12 | 0.3356–0.6621 | 0 | 0.122 |
| 3 | July 2020–September 2026 | 75 | ×1.07 | 1.050–1.083 | 0 | 0.264 |
Exact monthly observations (120 slots)
| Month | Raw count | Coverage |
|---|---|---|
| September 2026 | 69 | complete |
| August 2026 | 60 | complete |
| July 2026 | 61 | complete |
| June 2026 | 52 | complete |
| May 2026 | 55 | complete |
| April 2026 | 54 | complete |
| March 2026 | 50 | complete |
| February 2026 | 54 | complete |
| January 2026 | 53 | complete |
| December 2025 | 44 | complete |
| November 2025 | 47 | complete |
| October 2025 | 47 | complete |
| September 2025 | 60 | complete |
| August 2025 | 63 | complete |
| July 2025 | 59 | complete |
| June 2025 | 55 | complete |
| May 2025 | 70 | complete |
| April 2025 | 59 | complete |
| March 2025 | 61 | complete |
| February 2025 | 65 | complete |
| January 2025 | 75 | complete |
| December 2024 | 47 | complete |
| November 2024 | 55 | complete |
| October 2024 | 54 | complete |
| September 2024 | 65 | complete |
| August 2024 | 51 | complete |
| July 2024 | 48 | complete |
| June 2024 | 46 | complete |
| May 2024 | 58 | complete |
| April 2024 | 56 | complete |
| March 2024 | 59 | complete |
| February 2024 | 51 | complete |
| January 2024 | 64 | complete |
| December 2023 | 68 | complete |
| November 2023 | 47 | complete |
| October 2023 | 44 | complete |
| September 2023 | 57 | complete |
| August 2023 | 61 | complete |
| July 2023 | 35 | complete |
| June 2023 | 70 | complete |
| May 2023 | 53 | complete |
| April 2023 | 47 | complete |
| March 2023 | 39 | complete |
| February 2023 | 47 | complete |
| January 2023 | 57 | complete |
| December 2022 | 40 | complete |
| November 2022 | 30 | complete |
| October 2022 | 39 | complete |
| September 2022 | 51 | complete |
| August 2022 | 44 | complete |
| July 2022 | 67 | complete |
| June 2022 | 55 | complete |
| May 2022 | 41 | complete |
| April 2022 | 49 | complete |
| March 2022 | 27 | complete |
| February 2022 | 37 | complete |
| January 2022 | 22 | complete |
| December 2021 | 37 | complete |
| November 2021 | 28 | complete |
| October 2021 | 42 | complete |
| September 2021 | 23 | complete |
| August 2021 | 28 | complete |
| July 2021 | 19 | complete |
| June 2021 | 38 | complete |
| May 2021 | 40 | complete |
| April 2021 | 39 | complete |
| March 2021 | 43 | complete |
| February 2021 | 18 | complete |
| January 2021 | 23 | complete |
| December 2020 | 26 | complete |
| November 2020 | 26 | complete |
| October 2020 | 35 | complete |
| September 2020 | 35 | complete |
| August 2020 | 41 | complete |
| July 2020 | 28 | complete |
| June 2020 | 27 | complete |
| May 2020 | 23 | complete |
| April 2020 | 13 | complete |
| March 2020 | 38 | complete |
| February 2020 | 45 | complete |
| January 2020 | 56 | complete |
| December 2019 | 57 | complete |
| November 2019 | 56 | complete |
| October 2019 | 64 | complete |
| September 2019 | 72 | complete |
| August 2019 | 65 | complete |
| July 2019 | 75 | complete |
| June 2019 | 32 | complete |
| May 2019 | 55 | complete |
| April 2019 | 41 | complete |
| March 2019 | 65 | complete |
| February 2019 | 46 | complete |
| January 2019 | 48 | complete |
| December 2018 | 52 | complete |
| November 2018 | 39 | complete |
| October 2018 | 62 | complete |
| September 2018 | 60 | complete |
| August 2018 | 66 | complete |
| July 2018 | 73 | complete |
| June 2018 | 57 | complete |
| May 2018 | 39 | complete |
| April 2018 | 49 | complete |
| March 2018 | 51 | complete |
| February 2018 | 53 | complete |
| January 2018 | 51 | complete |
| December 2017 | 43 | complete |
| November 2017 | 54 | complete |
| October 2017 | 81 | complete |
| September 2017 | 41 | complete |
| August 2017 | 55 | complete |
| July 2017 | 67 | complete |
| June 2017 | 58 | complete |
| May 2017 | 56 | complete |
| April 2017 | 60 | complete |
| March 2017 | 52 | complete |
| February 2017 | 44 | complete |
| January 2017 | 45 | complete |
| December 2016 | 51 | complete |
| November 2016 | 40 | complete |
| October 2016 | 54 | complete |
Source and reproducibility
- Publisher dataset
- Crimes — 2001 to Present · City of Chicago
- Source retrieved
- 2026-11-05T21:08:01.557Z
- Publisher update
- 2026-11-05T12:12:19.000Z
- Covered months
- October 2016–September 2026
- Source note
- Source ijzp-q8t2. Joint day/category/hour/applicable-flag/ward/status counts; no addresses, coordinates or incident identifiers. Each year's cells reconcile with an independent source total. Reads are not an atomic publisher snapshot. Published crime reports, not population-adjusted rates or final incidence. Prepared daily community-area snapshot; scheduled rebuild at 06:00 America/Chicago. Full supported history is rechecked for corrections. Retrieval timestamps are preserved; this is not a real-time feed. Crime analysis starts January 1, 2002; 2001 is excluded from counts and fitting inputs. Local indexed neighborhood snapshot. Totals are for the loaded area before other filters, not citywide totals. Citywide and unassigned-area views use a separate network-backed scope.
- Snapshot
- daily-v1:ef0c5e9b-09d5-4a2d-849e-1be6745dbfbb:neighborhood-v2:c95a8c2538e313309dd995335731fcc1
- Discovery method
- multi-feed-turn-and-frequency-renewal-v2
- Analyze method
- exploratory-segmented-log10-ols-zero-as-one-v3
- Search plan
- a3ffccedeb8d8ce18a30df3636839f775af1e5188e55a1f685695133135c6e35
- Evidence run
- 755c7b92f5dd053cb2b1074d43762aa43de536adb3046f37846a50492788f3d1
Challenge the pattern
Check unfiltered totals, comparable communities, source revisions and administrative definitions before treating this candidate as evidence of a real-world explanation. Only explicitly documented follow-ups above have been performed; no others are implied by the ranking. Browse the other crime reports candidates or review the complete screening method.