ritchieng.com Overview
Alexa Rank
325,906
Daily Pageviews per Visitor
1.1
Daily Time on Site
1:25
Bounce Rate
92.3%
Search Traffic
72.5%
Total Sites Linking In
22
Traffic Statistics
Audience Geography
| Visitors by Country | Site Traffic |
|---|---|
|
United States |
10.1% |
| Rankings by Country | Alexa Rank # |
|---|---|
|
United States |
328,991 |
Keyword Analysis
Top Keywords
| Top Keywords | Search Traffic |
|---|---|
|
pandas select columns |
0.86% |
|
pandas loc |
0.85% |
|
pandas rename column |
0.84% |
|
pandas apply |
0.8% |
|
onehotencoder |
0.78% |
Audience Report
Audience Overlap
Similar sites that share the same visitors and search keywords with this site.
| Similar Sites | Alexa Rank |
|---|---|
| - | |
| 570,632 | |
| 163,446 | |
| 901,425 | |
| 150,712 |
Social Engagement
| Websites | Total Articles | Engagement |
|---|---|---|
| 21 | 20 | |
| 16 | 4 | |
| 7 | 2 | |
| 3 | 24 |
| Topic | Total Articles | Engagement |
|---|---|---|
|
life expectancy |
0 | 0 |
|
live longer |
0 | 0 |
|
python |
1 | 0 |
Keyword Opportunities
Keyword Gaps
| Keyword | Competitors Traffic |
Search Popularity |
|---|---|---|
|
subset pandas dataframe by column value |
38 | 15 |
|
dataframe select rows |
37 | 15 |
|
pandas join |
36 | 35 |
|
pandas to csv |
35 | 36 |
These keywords are driving traffic to competitors, but not to this site.
Easy-to-Rank Keywords
| Keyword | Relevance to this site |
Search Popularity |
|---|---|---|
|
pandas to csv |
65 | 36 |
|
pandas read_csv |
63 | 45 |
|
pandas read csv |
62 | 34 |
|
pandas join |
64 | 35 |
These are popular keywords within this site's competitive power.
Buyer Keywords
| Keyword | Competitors Traffic |
Organic Competition |
|---|---|---|
|
pandas get row |
41 | 62 |
|
pandas get column |
40 | 56 |
|
pandas dataframe get column |
39 | 53 |
|
pandas get a row |
36 | 56 |
These keywords show a high purchase intent.
Optimization Opportunities
| Keyword | Search Popularity |
Organic Share of Voice |
|---|---|---|
|
pandas series apply |
18 | 3.68% |
|
pandas vectorization |
15 | 3.06% |
|
pandas convert column to int |
22 | 1.98% |
|
polynomial regression python |
18 | 1.8% |
These are very popular keywords that are already driving some traffic to this site.
Competitive Analysis
| Websites | Search Traffic |
|---|---|
| 81% | |
| 76.4% | |
| 72.5% | |
| 60.7% | |
| Website | Referral Sites |
|---|---|
| 72 | |
| 40 | |
| 22 | |
| 19 |
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