Plug and Play Final Report on Data

Final Report on Data

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Key Insights from Startup Analysis

Overview

This analysis examines 34 startups from various universities, with a particular focus on funding patterns and geographical distribution.

Major Findings

💰 Funding Statistics

Total Capital Raised: $119.47M across all startups
Average Funding: $3.51M per startup
Median Funding: $1.3M (indicating some high-value

[1]

Dataset Overview:
Shape: (34, 6)

First few rows:
   Number                     Startup  \
0       1                    Solyx AI   
1       2               Perforated AI   
2       3                  Impulse AI   
3       4                        Alph   
4       5                      Strata   
5       6                     CAMB.AI   
6       7                        App0   
7       8                 Namecard.ai   
8       9                   Lyceum AI   
9      10  The Lexsee Reading Company   

                                       Brief Summary  Raised  Country  \
0           Decentralized AI compute infrastructure.   $200K      USA   
1  Perforated AI empowers ML engineers to build A...      $0      USA   
2  AI Machine Learning Engineer that goes from da...     $1M      USA   
3  AI Infra platform for Jupyter notebooks. Think...   $290K      USA   
4  Strata is an embedded integration platform tha...      $0      USA   
5  CAMB.AI is the localization infrastructure for...  $18.5M      USA   
6  App0 is the AI Agent Platform built for eComme...   $3.8M      USA   
7  Warm intros convert at 35%—cold calls at 1%—bu...      $0      USA   
8  We have built an AI-powered corporate training...   $900K      USA   
9  Lexsee tackles the $2.2T literacy crisis—1 in ...   $250K  Denmark   

  University  
0        CMU  
1        CMU  
2        CMU  
3        CMU  
4        CMU  
5        CMU  
6        CMU  
7        CMU  
8        CMU  
9        CMU  

Data types:
Number            int64
Startup          object
Brief Summary    object
Raised           object
Country          object
University       object
dtype: object

Missing values:
Number           0
Startup          0
Brief Summary    0
Raised           0
Country          0
University       0
dtype: int64

Basic statistics:
          Number
count  34.000000
mean   17.500000
std     9.958246
min     1.000000
25%     9.250000
50%    17.500000
75%    25.750000
max    34.000000

[2]

Summary by Country:
         Startup Raised_Numeric                        
           count            sum        mean      median
Country                                                
$1.7M          1            0.0         0.0         0.0
$122K          1            0.0         0.0         0.0
$3.8M          1            0.0         0.0         0.0
Colombia       1     15000000.0  15000000.0  15000000.0
Denmark        1       250000.0    250000.0    250000.0
USA           29    104220000.0   3593793.1   2000000.0

==================================================

Summary by University:
           Startup Raised_Numeric                       
             count            sum        mean     median
University                                              
CMU             26    103020000.0  3962307.69  1800000.0
India            1            0.0        0.00        0.0
Pitt             4     16450000.0  4112500.00  3100000.0
Pitt & CMU       1            0.0        0.00        0.0
USA              2            0.0        0.00        0.0

==================================================

Total funding raised: $119,470,000
Average funding per startup: $3,513,824
Median funding per startup: $1,300,000
Number of startups with $0 funding: 10
Number of startups with funding: 24

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