SignalStack
Where the money flows · what the market says
backend · postgres   ·   11.001 listings
Time
Sources
Active dictionary
Language
Hard term filter — click any term in panels to add
D1SAP×D1Excel×D1Snowflake×D1Lexware×D1Excel×
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212 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 5(ANY). last watermark · 2026-05-07
Demand index · last 4 wk vs window mean
5366%
above baseline
Reg. pressure (D5 mentions)
6
across all listings in window
Top mover · D1
SAP
∞ (z=99.0)
Recurring clusters
3
near-duplicate templates

01All 20 terms · Tools

17/20 have ≥1 citation · sparkline = trend · click row to filter · zero-count terms shown at bottom

02Term trend · top 5

anomalies marked · z > 2.5

0255074992021-052022-082023-112025-022026-05
SAPExcelLexwareSnowflakePower BI

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
SAP126099.0
Excel42099.0
Power BI300.0
MS Dynamics100.0
Lexware26099.0
HubSpot200.0
DATEV200.0
Jira100.0
Confluence100.0
Snowflake19099.0
BigQuery200.0
Tableau100.0
Looker100.0
Metabase100.0
Lexoffice200.0

04Co-occurrence · top 20 pairs

Lift = P(A,B)/(P(A)·P(B)) · click to filter on both

Term ATerm BCountLift
Excelreporten84.49×
LexwareAPI63.76×
SAPAPI50.65×
ExcelPflege45.05×
Excelintegrieren42.02×
SAPintegrieren30.50×
ExcelPower BI35.05×
Lexwareintegrieren32.45×
SAPanalysieren20.84×
integrierenSchnittstelle214.13×
Excelautomatisieren25.05×
Excelanalysieren22.52×
Power BIanalysieren235.33×
ExcelHubSpot25.05×
Excelintegrate25.05×
ExcelSchnittstelle23.37×
BigQuerySnowflake211.16×
ExcelXRechnung25.05×
ExcelZUGFeRD25.05×
Excele-Rechnung25.05×

05Recurring clusters · near-duplicate listings

indicates productizable workflows · click row for records

ExemplarSourcesMembersMedian gap
SAP MM ConsultantNoFluffJobs170d
Lead Data Engineer (Snowflake)NoFluffJobs170d
Deutschland – Dienstleistungen in Verbindung mit Software – Lizenzbeschaffung und Implementierung der SAP S/4HANA Public Cloud und SAP AribaTED20d
SignalStack · 5 yrs · 5 sources · self-running weekly · postgres backend