# Kandinsky Questionnaire Analysis Results

## Key Findings

- **40 entries** mostly from Germany (70%), with more male participants (57.5%)
- **Color-shape associations**: Yellow is most common for triangles (40%), red for rectangles (40%), blue for circles (37.5%)
- **Kandinsky's hypothesis** (tri:yellow, rect:red, circ:blue) matches for 22.5% of participants, with each individual pairing at ~40%
- **Gender differences**: Males prefer red rectangles while females prefer blue
- **Common rationales**: Themes of smoothness, sharpness, warning signs, and the sun
- **Timeline**: Most data collected on July 15, 2016

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## Full Output

```
============================================================
KANDINSKY COLOR-SHAPE QUESTIONNAIRE ANALYSIS
============================================================

Total entries: 40

Gender Distribution:
  male         ####################### 23 (57.5%)
  female       ################ 16 (40.0%)
  unspecified  # 1 (2.5%)

Nationality Distribution:
  Germany      ############################ 28 (70.0%)
  Poland       ## 2 (5.0%)
  Finland      # 1 (2.5%)
  Spain        # 1 (2.5%)
  Denmark      # 1 (2.5%)
  Italy        # 1 (2.5%)
  Ireland      # 1 (2.5%)
  Colombia     # 1 (2.5%)
  France       # 1 (2.5%)
  Switzerland  # 1 (2.5%)
  Russia       # 1 (2.5%)
  United States (USA) # 1 (2.5%)

============================================================
COLOR-SHAPE ASSOCIATIONS
============================================================

Triangle Color:
  yellow       ################ 16 (40.0%)
  red          ############# 13 (32.5%)
  blue         ########### 11 (27.5%)

Rectangle Color:
  red          ################ 16 (40.0%)
  blue         ############## 14 (35.0%)
  yellow       ########## 10 (25.0%)

Circle Color:
  blue         ############### 15 (37.5%)
  yellow       ############## 14 (35.0%)
  red          ########### 11 (27.5%)

============================================================
KANDINSKY'S HYPOTHESIS CHECK
============================================================

Kandinsky proposed: Triangle=Yellow, Square=Red, Circle=Blue

Results from 40 participants:
  Triangle = Yellow: 16 (40.0%)
  Square = Red:      16 (40.0%)
  Circle = Blue:     15 (37.5%)

  All three matching Kandinsky: 9 (22.5%)

============================================================
COLOR PREFERENCES BY GENDER
============================================================

Triangle:
  female      : Top choice = yellow (43.8%) [n=16]
  male        : Top choice = yellow (39.1%) [n=23]
  unspecified : Top choice = red (100.0%) [n=1]

Rectangle:
  female      : Top choice = blue (43.8%) [n=16]
  male        : Top choice = red (47.8%) [n=23]
  unspecified : Top choice = blue (100.0%) [n=1]

Circle:
  female      : Top choice = blue (37.5%) [n=16]
  male        : Top choice = blue (39.1%) [n=23]
  unspecified : Top choice = yellow (100.0%) [n=1]

============================================================
MOST COMMON COLOR COMBINATIONS
============================================================

Top 6 combinations:
  tri:yellow rect:red circ:blue      ######### 9 (22.5%)
  tri:yellow rect:blue circ:red      ####### 7 (17.5%)
  tri:red rect:blue circ:yellow      ####### 7 (17.5%)
  tri:blue rect:red circ:yellow      ####### 7 (17.5%)
  tri:red rect:yellow circ:blue      ###### 6 (15.0%)
  tri:blue rect:yellow circ:red      #### 4 (10.0%)

============================================================
RATIONALE ANALYSIS
============================================================

Entries with rationale: 21 (52.5%)

Common themes in rationales:
  warning     : 4 mentions
  sun         : 3 mentions
  smooth      : 7 mentions
  sharp       : 4 mentions
  feeling     : 3 mentions

============================================================
TIMELINE
============================================================

Data collection period: 2016-07-15 to 2016-10-24

Submissions by date:
  2016-07-15: ######################### 25
  2016-07-16: ##### 5
  2016-07-17: ### 3
  2016-07-18: ## 2
  2016-07-19: # 1
  2016-07-23: # 1
  2016-08-12: # 1
  2016-09-23: # 1
  2016-10-24: # 1
```