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Datasets:
ARenvision
/
Developer_Activity_Trends

Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Size:
< 1K
Tags:
synthetic-data
commercial-real-estate
construction
developer-activity
longitudinal
tabular
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
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1
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synthetic_developer_id
string
us_region
string
activity_tier
string
prior_active_now_count
int64
current_active_now_count
int64
active_now_change
int64
prior_future_watch_count
int64
current_future_watch_count
int64
future_watch_change
int64
future_watch_to_active_count
int64
active_to_future_watch_count
int64
stage_advancement_count
int64
stage_regression_count
int64
comparison_quality
string
confidence
string
coverage_shift_band
string
lifecycle_signal_count
int64
momentum_score
float64
momentum_classification
string
primary_change_driver
string
observation_interval
string
methodology_version
string
synthetic_record
bool
SYN-DEV-003604
West
LOW
0
2
2
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000584
Southwest
MEDIUM
0
0
0
1
1
0
0
0
0
1
MEDIUM
MEDIUM
MODERATE
1
44
STABLE / NO MATERIAL CHANGE
STAGE REGRESSION
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-005817
West
MEDIUM
2
2
0
0
0
0
0
0
0
1
MEDIUM
MEDIUM
NONE
1
44
STABLE / NO MATERIAL CHANGE
STAGE REGRESSION
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003164
West
LOW
0
1
1
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002974
Southwest
HIGH
4
2
-2
14
14
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001212
Southwest
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001767
Southwest
MEDIUM
1
1
0
0
0
0
0
0
1
0
MEDIUM
MEDIUM
MODERATE
1
56
STABLE / NO MATERIAL CHANGE
STAGE ADVANCEMENT
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002931
Southwest
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004946
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-005605
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-009586
Southwest
LOW
0
1
1
0
0
0
0
0
0
1
LOW
LOW
MODERATE
1
44
STABLE / NO MATERIAL CHANGE
STAGE REGRESSION
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002789
Southwest
HIGH
1
0
-1
2
0
-2
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000422
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002513
West
MEDIUM
0
0
0
1
0
-1
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-007683
Southwest
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004747
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003830
Southwest
MEDIUM
1
1
0
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-006702
West
HIGH
0
0
0
4
4
0
0
0
0
0
MEDIUM
MEDIUM
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000304
West
MEDIUM
0
0
0
2
2
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-008441
Southwest
HIGH
0
0
0
3
3
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-009568
Southeast
MEDIUM
0
0
0
1
1
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-008747
Southwest
LOW
0
0
0
0
1
1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003854
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-007657
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004737
West
HIGH
3
5
2
1
0
-1
0
0
0
0
HIGH
HIGH
SIGNIFICANT
0
56
STABLE / NO MATERIAL CHANGE
ACTIVE ACTIVITY GROWTH
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004953
Southwest
MEDIUM
2
1
-1
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-006090
Southwest
HIGH
1
0
-1
3
3
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000938
Southwest
HIGH
3
3
0
1
1
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001359
Southwest
HIGH
1
1
0
3
3
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001142
Southeast
HIGH
2
0
-2
1
1
0
0
1
0
1
HIGH
HIGH
SIGNIFICANT
2
24
STRONG DECELERATING
ACTIVITY REGRESSION
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000321
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000094
West
MEDIUM
1
1
0
1
1
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-009524
Southwest
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-007264
Southwest
HIGH
5
5
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-005744
Southwest
MEDIUM
0
0
0
1
1
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-006454
West
MEDIUM
0
0
0
1
0
-1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004851
West
HIGH
1
0
-1
2
0
-2
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004683
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001611
Southwest
MEDIUM
1
0
-1
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004910
Southwest
MEDIUM
0
0
0
1
1
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004594
Southeast
HIGH
2
4
2
4
4
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004924
West
MEDIUM
0
0
0
1
1
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000729
West
LOW
0
1
1
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-005671
Southeast
HIGH
2
2
0
5
4
-1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003855
West
HIGH
3
3
0
3
3
0
1
0
0
0
LOW
LOW
MODERATE
1
66
ACCELERATING
PIPELINE CONVERSION
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001211
Southwest
LOW
0
0
0
0
1
1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-005033
West
HIGH
5
5
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003583
Southwest
HIGH
4
3
-1
4
4
0
0
0
0
0
MEDIUM
MEDIUM
MODERATE
0
46
STABLE / NO MATERIAL CHANGE
ACTIVE ACTIVITY DECLINE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000315
Southwest
MEDIUM
0
0
0
1
1
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004456
West
LOW
0
0
0
0
1
1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-005663
Southwest
HIGH
4
4
0
3
3
0
0
0
0
0
MEDIUM
MEDIUM
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-008137
Southwest
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003125
Southwest
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001795
West
HIGH
2
3
1
3
3
0
0
0
0
0
MEDIUM
MEDIUM
NONE
0
54
STABLE / NO MATERIAL CHANGE
ACTIVE ACTIVITY GROWTH
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003203
Southwest
HIGH
4
4
0
0
1
1
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002190
West
HIGH
1
1
0
4
4
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002765
Southwest
HIGH
2
2
0
1
2
1
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003964
West
MEDIUM
0
0
0
1
0
-1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-007214
Southwest
MEDIUM
0
0
0
2
2
0
0
0
0
0
MEDIUM
MEDIUM
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000045
Southwest
MEDIUM
1
0
-1
1
1
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002132
Southwest
HIGH
0
0
0
3
4
1
0
0
0
0
HIGH
HIGH
NONE
0
52
STABLE / NO MATERIAL CHANGE
PIPELINE GROWTH
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003351
Southeast
LOW
0
0
0
0
1
1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-009405
Southwest
MEDIUM
0
0
0
1
1
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001398
Southwest
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001779
West
HIGH
4
4
0
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003262
Southwest
MEDIUM
1
1
0
1
1
0
0
0
0
0
MEDIUM
MEDIUM
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-008469
West
HIGH
2
1
-1
1
0
-1
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003739
Southeast
MEDIUM
2
3
1
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002404
West
MEDIUM
1
2
1
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-007140
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-009342
Southwest
MEDIUM
1
1
0
0
0
0
0
0
0
0
MEDIUM
MEDIUM
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004501
Southwest
MEDIUM
1
1
0
0
0
0
0
0
0
0
MEDIUM
MEDIUM
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-007332
Southwest
HIGH
4
4
0
1
2
1
0
1
0
0
LOW
LOW
MODERATE
1
38
DECELERATING
ACTIVITY REGRESSION
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-008627
Southwest
HIGH
3
3
0
1
0
-1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001458
West
HIGH
0
0
0
3
3
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-009283
West
MEDIUM
1
0
-1
0
0
0
0
0
0
0
MEDIUM
MEDIUM
MODERATE
0
46
STABLE / NO MATERIAL CHANGE
ACTIVE ACTIVITY DECLINE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-000946
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-007112
Southwest
MEDIUM
0
0
0
1
0
-1
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-005042
West
HIGH
1
0
-1
2
3
1
0
0
1
0
LOW
LOW
MODERATE
1
56
STABLE / NO MATERIAL CHANGE
STAGE ADVANCEMENT
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-005550
Southeast
LOW
0
0
0
0
1
1
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004881
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004236
Southwest
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004388
Southeast
MEDIUM
0
1
1
2
3
1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-007579
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-009769
Southwest
HIGH
3
3
0
3
4
1
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003677
Southwest
HIGH
5
7
2
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003863
West
HIGH
2
2
0
3
3
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002583
Southwest
MEDIUM
1
1
0
0
0
0
0
0
0
0
MEDIUM
MEDIUM
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001770
West
LOW
0
1
1
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001144
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003206
West
LOW
0
0
0
0
0
0
0
0
0
0
LOW
LOW
SIGNIFICANT
0
50
INSUFFICIENT COMPARABLE EVIDENCE
INSUFFICIENT COMPARABLE EVIDENCE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004688
Southeast
MEDIUM
2
1
-1
0
0
0
0
0
0
1
LOW
LOW
MODERATE
1
44
STABLE / NO MATERIAL CHANGE
STAGE REGRESSION
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-003501
West
MEDIUM
0
0
0
1
0
-1
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-004666
West
MEDIUM
1
2
1
1
1
0
0
0
1
0
MEDIUM
MEDIUM
MODERATE
1
60
ACCELERATING
STAGE ADVANCEMENT
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002986
West
MEDIUM
1
1
0
0
0
0
0
0
0
1
LOW
LOW
MODERATE
1
44
STABLE / NO MATERIAL CHANGE
STAGE REGRESSION
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-007887
Southwest
MEDIUM
1
1
0
0
0
0
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001922
Southwest
MEDIUM
1
0
-1
1
6
5
0
0
0
0
LOW
LOW
MODERATE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002025
West
HIGH
2
2
0
4
3
-1
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-002218
Southwest
HIGH
3
3
0
0
1
1
0
0
0
0
LOW
LOW
NONE
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
SYN-DEV-001248
West
MEDIUM
1
1
0
0
0
0
0
0
0
0
MEDIUM
MEDIUM
SIGNIFICANT
0
50
STABLE / NO MATERIAL CHANGE
NO SCORED MATERIAL CHANGE
PERIOD 1 -> PERIOD 2
1.4.1-synthetic-v1
true
End of preview. Expand in Data Studio

Commercial Real Estate Developer Activity Trends — ARenvision.com

Synthetic longitudinal data on developer pipeline, project activity, and change signals

Overview

This repository contains a 500-record public sample from ARenvision.com's synthetic longitudinal developer-activity dataset.

The data models realistic period-to-period changes in commercial real estate development activity, including active project counts, future pipeline counts, lifecycle transitions, project-stage movement, comparison quality, and calculated momentum classifications.

The full commercial release contains 10,000 synthetic records.

What this sample contains

Each row represents a synthetic developer observed across two consecutive periods and includes:

  • prior and current ACTIVE NOW project counts
  • prior and current FUTURE WATCH pipeline counts
  • change in active and future-watch activity
  • FUTURE WATCH → ACTIVE NOW transitions
  • ACTIVE NOW → FUTURE WATCH transitions
  • project stage advancements and regressions
  • comparison quality and confidence
  • coverage-shift band
  • lifecycle signal count
  • momentum score
  • momentum classification
  • primary change driver

Fully synthetic data

All records in this repository are synthetic.

They do not represent actual companies, projects, properties, addresses, contacts, source IDs, or exact source observations.

The dataset is generated from aggregate statistical and behavioral patterns observed in ARenvision.com's proprietary longitudinal commercial-development research. No stable one-to-one mapping exists between a synthetic row and any real organization.

Empirical foundation

Version 1 was calibrated from an internal longitudinal reference population of 330 comparable developer organizations.

Those real organizations and their underlying research records are not included in this repository and are not distributed as part of the commercial dataset.

Momentum classifications

Records may be classified as:

  • STRONG ACCELERATING
  • ACCELERATING
  • STABLE / NO MATERIAL CHANGE
  • DECELERATING
  • STRONG DECELERATING
  • INSUFFICIENT COMPARABLE EVIDENCE

Momentum scores are calculated from the synthetic activity signals using ARenvision.com's Developer Momentum v1.4.1 methodology. Classifications are not randomly assigned.

Intended uses

This sample may be useful for:

  • exploratory data analysis
  • AI / ML prototyping
  • longitudinal analytics
  • synthetic-data workflow testing
  • feature engineering
  • classification experiments
  • commercial-development simulation

Coverage note

Version 1 is a naturalistic synthetic population calibrated from ARenvision.com's current empirical reference data.

The regional mix is concentrated in the West, Southwest, and Southeast and should not be interpreted as a statistically representative sample of all U.S. commercial real estate developers.

Files

  • Refresh1_Developer_PublicSample.csv — 500-row public sample
  • Refresh1_Developer_PublicSample_README.txt — supplemental sample notes

License

This public sample is licensed under CC BY-NC-ND 4.0
(Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International).

The full 10,000-record commercial dataset is available separately under ARenvision.com commercial licensing terms.

Limitations

This dataset is synthetic and should not be interpreted as factual company-level intelligence.

Version 1 measures directional longitudinal change and is not presented as a validated predictive model.

Users should independently validate outputs before using them for material business, investment, credit, legal, or operational decisions.

Commercial dataset

Full product: Commercial Real Estate Developer Activity Trends — ARenvision.com

Commercial edition: 10,000 synthetic longitudinal developer observations

For commercial licensing or dataset inquiries, visit ARenvision.com.
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